From 5467a1dcafdff86da6a1d90c3f311fc6cf4942d8 Mon Sep 17 00:00:00 2001 From: Dylan Bannon Date: Tue, 17 Oct 2023 17:40:49 -0400 Subject: [PATCH 01/52] Implement index load with no explicit params in Java (#31) * implement load methods without params * tests, docs * add StringIndex convenience methods, add tests, regen docs * clang-fmt * java fmt * Update java/com_spotify_voyager_jni_Index.cpp Co-authored-by: Peter Sobot * Update java/com_spotify_voyager_jni_Index.cpp Co-authored-by: Peter Sobot --------- Co-authored-by: Peter Sobot --- docs/java/allclasses-index.html | 234 +-- docs/java/allpackages-index.html | 178 +- .../voyager/jni/Index.QueryResults.html | 504 ++---- .../spotify/voyager/jni/Index.SpaceType.html | 465 ++--- .../voyager/jni/Index.StorageDataType.html | 465 ++--- docs/java/com/spotify/voyager/jni/Index.html | 1496 +++++++---------- .../voyager/jni/StringIndex.QueryResults.html | 467 ++--- .../com/spotify/voyager/jni/StringIndex.html | 817 ++++----- .../jni/class-use/Index.QueryResults.html | 256 +-- .../jni/class-use/Index.SpaceType.html | 395 ++--- .../jni/class-use/Index.StorageDataType.html | 363 ++-- .../spotify/voyager/jni/class-use/Index.html | 252 +-- .../class-use/StringIndex.QueryResults.html | 214 +-- .../voyager/jni/class-use/StringIndex.html | 248 +-- .../spotify/voyager/jni/package-summary.html | 261 +-- .../com/spotify/voyager/jni/package-tree.html | 166 +- .../com/spotify/voyager/jni/package-use.html | 238 +-- .../voyager/jni/utils/JniLibExtractor.html | 350 ++-- .../spotify/voyager/jni/utils/TinyJson.html | 383 ++--- .../jni/utils/class-use/JniLibExtractor.html | 145 +- .../voyager/jni/utils/class-use/TinyJson.html | 145 +- .../voyager/jni/utils/package-summary.html | 201 +-- .../voyager/jni/utils/package-tree.html | 152 +- .../voyager/jni/utils/package-use.html | 143 +- .../com/spotify/voyager/package-summary.html | 171 +- .../com/spotify/voyager/package-tree.html | 142 +- .../java/com/spotify/voyager/package-use.html | 143 +- docs/java/help-doc.html | 327 ++-- docs/java/index-all.html | 438 ++--- docs/java/index.html | 180 +- docs/java/member-search-index.js | 2 +- docs/java/overview-summary.html | 13 +- docs/java/overview-tree.html | 170 +- docs/java/package-search-index.js | 2 +- docs/java/script.js | 183 +- docs/java/search.js | 408 ++--- docs/java/stylesheet.css | 779 ++++----- docs/java/type-search-index.js | 2 +- java/com_spotify_voyager_jni_Index.cpp | 53 + java/pom.xml | 10 +- .../com/spotify/voyager/jni/StringIndex.java | 47 +- .../com/spotify/voyager/jni/IndexTest.java | 41 +- .../spotify/voyager/jni/StringIndexTest.java | 17 + .../com/spotify/voyager/jni/TestUtils.java | 2 +- java/src/test/resources/index-v2.hnsw | Bin 0 -> 46991 bytes java/src/test/resources/names-v2.json | 1 + 46 files changed, 4065 insertions(+), 7604 deletions(-) create mode 100644 java/src/test/resources/index-v2.hnsw create mode 100644 java/src/test/resources/names-v2.json diff --git a/docs/java/allclasses-index.html b/docs/java/allclasses-index.html index 8a6338b8..4cf07cb3 100644 --- a/docs/java/allclasses-index.html +++ b/docs/java/allclasses-index.html @@ -1,216 +1,108 @@ - - -All Classes (voyager 2.0.1 API) + +All Classes and Interfaces (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +
-

All Classes

-
-
- +
+
+
-
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/allpackages-index.html b/docs/java/allpackages-index.html index 92597bf6..f7d1eadd 100644 --- a/docs/java/allpackages-index.html +++ b/docs/java/allpackages-index.html @@ -1,180 +1,78 @@ - - + All Packages (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +

All Packages

-
- +
+
com.spotify.voyager.jni.utils
+
 
-
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/Index.QueryResults.html b/docs/java/com/spotify/voyager/jni/Index.QueryResults.html index df17f433..362f30fd 100644 --- a/docs/java/com/spotify/voyager/jni/Index.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/Index.QueryResults.html @@ -1,433 +1,261 @@ - - + Index.QueryResults (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ - +
+
-
Package com.spotify.voyager.jni
-

Class Index.QueryResults

+
Package com.spotify.voyager.jni
+

Class Index.QueryResults

-
- -
-
    -
  • -
    +
    java.lang.Object +
    com.spotify.voyager.jni.Index.QueryResults
    +
    +
    +
    Enclosing class:
    Index
    -
    public static class Index.QueryResults
-extends Object
    +
    public static class Index.QueryResults +extends Object
    A container for query results, returned by Index. Note that this class is instantiated from C++, and as such, any changes to its location, visibility, or constructor will need to include corresponding C++ changes.
    -
    • -
-
-
-
    -
  • + +
    +
      -
      -
        -
      • - - -

        Field Summary

        - - - - - - - - - - - - - - - - - -
        Fields 
        Modifier and TypeFieldDescription
        float[]distances +
      • +
        +

        Field Summary

        +
        Fields
        +
        +
        Modifier and Type
        +
        Field
        +
        Description
        +
        final float[]
        +
        distances
        +
        A list of distances from each item ID to the query vector for this query.
        -
        • long[]labels + +
        final long[]
        +
        labels
        +
        A list of item IDs ("labels").
        -
        -
        • -
      +
+
+ -
-
    -
  • - - -

    Constructor Summary

    - - - - - - - - - - -
    Constructors 
    ConstructorDescription
    QueryResults​(long[] labels, - float[] distances) +
  • +
    +

    Constructor Summary

    +
    Constructors
    +
    +
    Constructor
    +
    Description
    +
    QueryResults(long[] labels, + float[] distances)
    +
    Instantiates a new QueryResults object, provided two identical-length arrays of labels and their corresponding distances.
    -
    • -
    • -
+
+
+ -
- + +
String
+
toString()
+
 
+ + + +
+

Methods inherited from class java.lang.Object

+clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
- -
-
    -
  • + +
    +
      -
      -
        -
      • - - -

        Field Detail

        - - - -
          -
        • -

          labels

          -
          public final long[] labels
          +
        • +
          +

          Field Details

          +
            +
          • +
            +

            labels

            +
            public final long[] labels
            A list of item IDs ("labels").
            +
            • -
          - - - -
            -
          • -

            distances

            -
            public final float[] distances
            +
          • +
            +

            distances

            +
            public final float[] distances
            A list of distances from each item ID to the query vector for this query.
            -
            • -
          +
      + -
      -
        -
      • - - -

        Constructor Detail

        - - - -
          -
        • -

          QueryResults

          -
          public QueryResults​(long[] labels,
-                    float[] distances)
          +
        • +
          +

          Constructor Details

          +
            +
          • +
            +

            QueryResults

            +
            public QueryResults(long[] labels, + float[] distances)
            Instantiates a new QueryResults object, provided two identical-length arrays of labels and their corresponding distances. This method should probably not be used directly, as this class is primarily used as a return type from the query method on Index.
            -
            -
            Throws:
            -
            IllegalArgumentException - if the length of the labels and distances arrays vary
            +
            +
            Throws:
            +
            IllegalArgumentException - if the length of the labels and distances arrays vary
            -
            • -
          +
      + -
      -
        -
      • - - -

        Method Detail

        - - - -
          -
        • -

          toString

          -
          public String toString()
          -
          -
          Overrides:
          -
          toString in class Object
          +
        • +
          +

          Method Details

          + - - - -
            -
          • -

            getLabels

            -
            public long[] getLabels()
            +
          • +
            +

            getLabels

            +
            public long[] getLabels()
            Retrieve the list of item IDs ("labels") returned by this query. This array is sorted by distance: the first item is the closest to the query vector, the second is second-closest, and so on. The items in this array correspond 1:1 with the distances returned by getDistances().
            +
            • -
          - - - -
            -
          • -

            getDistances

            -
            public float[] getDistances()
            +
          • +
            +

            getDistances

            +
            public float[] getDistances()
            Retrieve the list of distances between query vectors and item vectors for the results of this query. This array is sorted by distance: the first distance corresponds with the item the closest to the query vector, the second is second-closest, and so on. The items in this array correspond 1:1 with the labels returned by getLabels().
            -
            • -
          +
    -
- - + +
-
-
- -
- - - - - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/Index.SpaceType.html b/docs/java/com/spotify/voyager/jni/Index.SpaceType.html index 01cde00a..fb147eb4 100644 --- a/docs/java/com/spotify/voyager/jni/Index.SpaceType.html +++ b/docs/java/com/spotify/voyager/jni/Index.SpaceType.html @@ -1,415 +1,244 @@ - - + Index.SpaceType (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+
+ +
- +
+
-
Package com.spotify.voyager.jni
-

Enum Index.SpaceType

+
Package com.spotify.voyager.jni
+

Enum Index.SpaceType

-
- -
- -
-
-
    -
  • + +
    +
      -
      -
        -
      • - - -

        Enum Constant Summary

        - - - - - - - - - - - - - - - - - - -
        Enum Constants 
        Enum ConstantDescription
        Cosine +
      • +
        +

        Enum Constant Summary

        +
        Enum Constants
        +
        +
        Enum Constant
        +
        Description
        +
        Cosine
        +
        Cosine distance; i.e.
        -
        • Euclidean + +
        Euclidean
        +
        Euclidean distance, also known as L2 distance.
        -
        InnerProduct + +
        InnerProduct
        +
        Inner (dot) product.
        -
        -
        • -
      +
+
+ -
- +
+ + + +
+

Methods inherited from class java.lang.Enum

+clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf
+
+

Methods inherited from class java.lang.Object

+getClass, notify, notifyAll, wait, wait, wait
- -
-
    -
  • + +
    +
      -
      -
        -
      • - - -

        Enum Constant Detail

        - - - -
          -
        • -

          Euclidean

          -
          public static final Index.SpaceType Euclidean
          +
        • +
          +

          Enum Constant Details

          +
            +
          • +
            +

            Euclidean

            +
            public static final Index.SpaceType Euclidean
            Euclidean distance, also known as L2 distance. Computed by taking the square root of the sum of squared differences between each element of each vector.
            +
            • -
          - - - -
            -
          • -

            InnerProduct

            -
            public static final Index.SpaceType InnerProduct
            +
          • +
            +

            InnerProduct

            +
            public static final Index.SpaceType InnerProduct
            Inner (dot) product. Computed by taking the sum of the products of each element of each vector. Since v2.0, this is implemented using the order preserving transform defined in this paper from Microsoft: https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/XboxInnerProduct.pdf
            +
            • -
          - - - -
            -
          • -

            Cosine

            -
            public static final Index.SpaceType Cosine
            +
          • +
            +

            Cosine

            +
            public static final Index.SpaceType Cosine
            Cosine distance; i.e. normalized dot product. Computed by taking the sum of the products of each element of each vector, divided by the product of the magnitudes of each vector.
            -
            • -
          +
      + -
      -
        -
      • - - -

        Method Detail

        - - - -
          -
        • -

          values

          -
          public static Index.SpaceType[] values()
          +
        • +
          +

          Method Details

          +
            +
          • +
            +

            values

            +
            public static Index.SpaceType[] values()
            Returns an array containing the constants of this enum type, in -the order they are declared. This method may be used to iterate -over the constants as follows: -
            -for (Index.SpaceType c : Index.SpaceType.values())
-    System.out.println(c);
-
            -
            -
            Returns:
            +the order they are declared.
+
+
Returns:
an array containing the constants of this enum type, in the order they are declared
+ - - - - -
    -
  • -

    valueOf

    -
    public static Index.SpaceType valueOf​(String name)
    +
  • +
    +

    valueOf

    +
    public static Index.SpaceType valueOf(String name)
    Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
    -
    -
    Parameters:
    +
    +
    Parameters:
    name - the name of the enum constant to be returned.
    -
    Returns:
    +
    Returns:
    the enum constant with the specified name
    -
    Throws:
    -
    IllegalArgumentException - if this enum type has no constant with the specified name
    -
    NullPointerException - if the argument is null
    +
    Throws:
    +
    IllegalArgumentException - if this enum type has no constant with the specified name
    +
    NullPointerException - if the argument is null
    -
    • -
+ - - - + +
-
-
- -
- - - - - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html b/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html index 373e1533..d5cecef8 100644 --- a/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html +++ b/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html @@ -1,261 +1,167 @@ - - + Index.StorageDataType (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+
+ +
- +
+
-
Package com.spotify.voyager.jni
-

Enum Index.StorageDataType

+
Package com.spotify.voyager.jni
+

Enum Index.StorageDataType

-
- -
- -
-
-
    -
  • + +
    +
      -
      -
        -
      • - - -

        Enum Constant Summary

        - - - - - - - - - - - - - - - - - - -
        Enum Constants 
        Enum ConstantDescription
        E4M3 +
      • +
        +

        Enum Constant Summary

        +
        Enum Constants
        +
        +
        Enum Constant
        +
        Description
        +
        E4M3
        +
        A custom 8-bit floating point data type with range [-448, 448] and variable precision.
        -
        • Float32 + +
        Float32
        +
        A 32-bit floating point ("Float") data type.
        -
        Float8 + +
        Float8
        +
        An 8-bit floating point data type that expects all values to be on [-1, 1].
        -
        -
        • -
      +
+
+ -
- +
+ + + +
+

Methods inherited from class java.lang.Enum

+clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf
+
+

Methods inherited from class java.lang.Object

+getClass, notify, notifyAll, wait, wait, wait
- -
-
    -
  • + +
    +
      -
      -
        -
      • - - -

        Enum Constant Detail

        - - - -
          -
        • -

          Float8

          -
          public static final Index.StorageDataType Float8
          +
        • +
          +

          Enum Constant Details

          +
            +
          • +
            +

            Float8

            +
            public static final Index.StorageDataType Float8
            An 8-bit floating point data type that expects all values to be on [-1, 1]. This data type provides adequate precision for many use cases, but cuts down memory usage bu a factor of 4x compared to Float32, while also increasing query speed. @@ -263,155 +169,78 @@

            Float8

            Float8 provides 8 bits of resolution; i.e.: the distance between successive values is 1/127, or 0.00787. For a variable-precision (i.e.: _actually_ floating point) representation, use E4M3.

            +
            • -
          - - - - - - - -
            -
          • -

            E4M3

            -
            public static final Index.StorageDataType E4M3
            +
          • +
            +

            E4M3

            +
            public static final Index.StorageDataType E4M3
            A custom 8-bit floating point data type with range [-448, 448] and variable precision. Use this data type to get 4x less memory usage compared to Float32, but when the values of vectors to be stored in an Index may exceed [-1, 1].

            E4M3 uses a 4-bit exponent and 3-bit mantissa field, and was inspired by the paper "FP8 Formats for Deep Learning" by Micikevicus et al (arXiv:2209.05433).

            -
            • -
          +
      + -
      -
        -
      • - - -

        Method Detail

        - - - -
          -
        • -

          values

          -
          public static Index.StorageDataType[] values()
          +
        • +
          +

          Method Details

          +
            +
          • +
            +

            values

            +
            public static Index.StorageDataType[] values()
            Returns an array containing the constants of this enum type, in -the order they are declared. This method may be used to iterate -over the constants as follows: -
            -for (Index.StorageDataType c : Index.StorageDataType.values())
-    System.out.println(c);
-
            -
            -
            Returns:
            +the order they are declared.
+
+
Returns:
an array containing the constants of this enum type, in the order they are declared
+ - - - - -
    -
  • -

    valueOf

    -
    public static Index.StorageDataType valueOf​(String name)
    +
  • +
    +

    valueOf

    +
    public static Index.StorageDataType valueOf(String name)
    Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
    -
    -
    Parameters:
    +
    +
    Parameters:
    name - the name of the enum constant to be returned.
    -
    Returns:
    +
    Returns:
    the enum constant with the specified name
    -
    Throws:
    -
    IllegalArgumentException - if this enum type has no constant with the specified name
    -
    NullPointerException - if the argument is null
    +
    Throws:
    +
    IllegalArgumentException - if this enum type has no constant with the specified name
    +
    NullPointerException - if the argument is null
    -
    • -
+ - - - + +
-
-
- -
- - - - - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/Index.html b/docs/java/com/spotify/voyager/jni/Index.html index 5019650d..68af6bbc 100644 --- a/docs/java/com/spotify/voyager/jni/Index.html +++ b/docs/java/com/spotify/voyager/jni/Index.html @@ -1,144 +1,89 @@ - - + Index (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+
+ +
- +
+
-
Package com.spotify.voyager.jni
-

Class Index

+
Package com.spotify.voyager.jni
+

Class Index

-
- -
-
    -
  • -
    +
    java.lang.Object +
    com.spotify.voyager.jni.Index
    +
    +
    +
    All Implemented Interfaces:
    -
    Closeable, AutoCloseable
    +
    Closeable, AutoCloseable
    -
    public class Index
-extends Object
-implements Closeable
    +
    public class Index +extends Object +implements Closeable
    A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors. @@ -161,407 +106,302 @@

    Class Index

    // Serialize this index to use it again later: index.saveIndex("my_tiny_index.voy");
    -
    • -
-
-
-
    -
  • + +
    +
      -
      -
        -
      • - - -

        Nested Class Summary

        - - - - - - - - - - - - - - - - - - - - - - -
        Nested Classes 
        Modifier and TypeClassDescription
        static class Index.QueryResults +
      • +
        +

        Nested Class Summary

        +
        Nested Classes
        +
        +
        Modifier and Type
        +
        Class
        +
        Description
        +
        static class 
        +
        Index.QueryResults
        +
        A container for query results, returned by Index.
        -
        • static class Index.SpaceType + +
        static enum 
        +
        Index.SpaceType
        +
        The space, also known as distance metric, to use when searching.
        -
        static class Index.StorageDataType + +
        static enum 
        +
        Index.StorageDataType
        +
        The datatype used to use when storing vectors on disk.
        -
        -
        • -
      +
+
+ -
-
    -
  • - - -

    Constructor Summary

    - - - - - - - - - - - - - - -
    Constructors 
    ConstructorDescription
    Index​(Index.SpaceType space, - int numDimensions) +
  • +
    +

    Constructor Summary

    +
    Constructors
    +
    +
    Constructor
    +
    Description
    +
    Index(Index.SpaceType space, + int numDimensions)
    +
    Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
    -
    • Index​(Index.SpaceType space, - int numDimensions, - long indexM, - long efConstruction, - long randomSeed, - long maxElements, - Index.StorageDataType storageDataType) + +
    Index(Index.SpaceType space, + int numDimensions, + long indexM, + long efConstruction, + long randomSeed, + long maxElements, + Index.StorageDataType storageDataType)
    +
    Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
    -
    -
    • -
+
+ + -
- + + + + +
+

Methods inherited from class java.lang.Object

+clone, equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
- -
-
    -
  • + +
    +
      -
      -
        -
      • - - -

        Constructor Detail

        - - - -
          -
        • -

          Index

          -
          public Index​(Index.SpaceType space,
-             int numDimensions)
          +
        • +
          +

          Constructor Details

          +
            +
          • +
            +

            Index

            +
            public Index(Index.SpaceType space, + int numDimensions)
            Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
            -
            -
            Parameters:
            +
            +
            Parameters:
            space - the space type to use when storing and comparing vectors.
            numDimensions - the number of dimensions per vector.
            +
            • -
          - - - -
            -
          • -

            Index

            -
            public Index​(Index.SpaceType space,
-             int numDimensions,
-             long indexM,
-             long efConstruction,
-             long randomSeed,
-             long maxElements,
-             Index.StorageDataType storageDataType)
            +
          • +
            +

            Index

            +
            public Index(Index.SpaceType space, + int numDimensions, + long indexM, + long efConstruction, + long randomSeed, + long maxElements, + Index.StorageDataType storageDataType)
            Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
            -
            -
            Parameters:
            +
            +
            Parameters:
            space - The space type to use when storing and comparing vectors.
            numDimensions - The number of dimensions per vector.
            indexM - Controls the degree of interconnectedness between vectors. Higher values of @@ -576,349 +416,293 @@

            Index

            storageDataType - The datatype to use under-the-hood when storing vectors. Different data type options trade off precision for memory usage and query speed; see Index.StorageDataType for available data types.
            -
            • -
          +
      + -
      -
        -
      • - - -

        Method Detail

        - - - -
          -
        • -

          load

          -
          public static Index load​(String filename,
-                         Index.SpaceType space,
-                         int numDimensions,
-                         Index.StorageDataType storageDataType)
          +
        • +
          +

          Method Details

          +
            +
          • +
            +

            load

            +
            public static Index load(String filename, + Index.SpaceType space, + int numDimensions, + Index.StorageDataType storageDataType)
            Load a Voyager index file and create a new Index initialized with the data in that file.
            -
            -
            Parameters:
            +
            +
            Parameters:
            filename - A filename to load.
            space - The Index.SpaceType to use when loading the index.
            numDimensions - The number of dimensions per vector.
            storageDataType - The Index.StorageDataType used by the index being loaded.
            -
            Returns:
            +
            Returns:
            An Index whose contents have been initialized with the data provided by the file.
            -
            Throws:
            -
            RuntimeException - if the index cannot be loaded from the file, or the file contains +
            Throws:
            +
            RuntimeException - if the index cannot be loaded from the file, or the file contains invalid data.
            +
            • -
          - - - -
            -
          • -

            load

            -
            public static Index load​(String filename)
            +
          • +
            +

            load

            +
            public static Index load(String filename)
            Load a Voyager index file and create a new Index initialized with the data in that file.
            -
            -
            Parameters:
            +
            +
            Parameters:
            filename - A filename to load.
            -
            Returns:
            +
            Returns:
            An Index whose contents have been initialized with the data provided by the file.
            -
            Throws:
            -
            RuntimeException - if the index cannot be loaded from the file, the file contains invalid +
            Throws:
            +
            RuntimeException - if the index cannot be loaded from the file, the file contains invalid data, or the file contains an older version of the Voyager file format that requires additional arguments to be provided.
            +
            • -
          - - - -
            -
          • -

            load

            -
            public static Index load​(InputStream inputStream,
-                         Index.SpaceType space,
-                         int numDimensions,
-                         Index.StorageDataType storageDataType)
            +
          • +
            +

            load

            +
            public static Index load(InputStream inputStream, + Index.SpaceType space, + int numDimensions, + Index.StorageDataType storageDataType)
            Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
            -
            -
            Parameters:
            -
            inputStream - A InputStream that will provide the contents of a Voyager +
            +
            Parameters:
            +
            inputStream - A InputStream that will provide the contents of a Voyager index.
            space - The Index.SpaceType to use when loading the index.
            numDimensions - The number of dimensions per vector.
            storageDataType - The Index.StorageDataType used by the index being loaded.
            -
            Returns:
            +
            Returns:
            An Index whose contents have been initialized with the data provided by the input stream.
            -
            Throws:
            -
            RuntimeException - if the index cannot be loaded from the stream, or the stream contains +
            Throws:
            +
            RuntimeException - if the index cannot be loaded from the stream, or the stream contains invalid data.
            +
            • -
          - - - -
            -
          • -

            load

            -
            public static Index load​(InputStream inputStream)
            +
          • +
            +

            load

            +
            public static Index load(InputStream inputStream)
            Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
            -
            -
            Parameters:
            -
            inputStream - A InputStream that will provide the contents of a Voyager +
            +
            Parameters:
            +
            inputStream - A InputStream that will provide the contents of a Voyager index.
            -
            Returns:
            +
            Returns:
            An Index whose contents have been initialized with the data provided by the input stream.
            -
            Throws:
            -
            RuntimeException - if the index cannot be loaded from the stream, or the stream contains +
            Throws:
            +
            RuntimeException - if the index cannot be loaded from the stream, or the stream contains invalid data, or the file contains an older version of the Voyager file format that requires additional arguments to be provided.
            +
            • -
          - - - -
            -
          • -

            close

            -
            public void close()
-           throws IOException
            +
          • +
            +

            close

            +
            public void close() + throws IOException
            Close this Index and release any memory held by it. Note that this method must be called to release the memory backing this Index; failing to do so may cause a memory leak.

            Any calls to methods after close() is called will fail, as the underlying native C++ object will have been deallocated.

            -
            -
            Specified by:
            -
            close in interface AutoCloseable
            -
            Specified by:
            -
            close in interface Closeable
            -
            Throws:
            -
            IOException - if the C++ destructor fails.
            +
            +
            Specified by:
            +
            close in interface AutoCloseable
            +
            Specified by:
            +
            close in interface Closeable
            +
            Throws:
            +
            IOException - if the C++ destructor fails.
            +
            • -
          - - - - - - - -
            -
          • -

            setEf

            -
            public void setEf​(long ef)
            +
          • +
            +

            setEf

            +
            public void setEf(long ef)
            Set the default EF ("query search depth") to use when query(float[], int) is called.
            -
            -
            Parameters:
            +
            +
            Parameters:
            ef - The new default EF value to use. This value can be overridden on a per-query basis at query time.
            +
            • -
          - - - -
            -
          • -

            getEf

            -
            public int getEf()
            +
          • +
            +

            getEf

            +
            public int getEf()
            Get the default EF ("query search depth") that will be uses when query(float[], int) is called.
            -
            -
            Returns:
            +
            +
            Returns:
            The current default EF value, used by the Index if no value is provided at query time.
            +
            • -
          - - - - - - - -
            -
          • -

            getNumDimensions

            -
            public int getNumDimensions()
            +
          • +
            +

            getNumDimensions

            +
            public int getNumDimensions()
            Get the number of dimensions used in this Index.
            -
            -
            Returns:
            +
            +
            Returns:
            The number of dimensions used by this Index, and which all vectors within this Index must have.
            +
            • -
          - - - -
            -
          • -

            setNumThreads

            -
            public void setNumThreads​(int numThreads)
            +
          • +
            +

            setNumThreads

            +
            public void setNumThreads(int numThreads)
            Set the default number of threads to use when adding multiple vectors in bulk, or when querying for multiple vectors simultaneously.
            -
            -
            Parameters:
            +
            +
            Parameters:
            numThreads - The default number of threads used for bulk-add or bulk-query methods if not overridden in each method call. Note that this affects the number of threads started for each method call - Voyager keeps no long-lived thread pool. For maximum efficiency, pass as much data as possible to each bulk-add or bulk-query method call to minimize overhead.
            +
            • -
          - - - -
            -
          • -

            getNumThreads

            -
            public int getNumThreads()
            +
          • +
            +

            getNumThreads

            +
            public int getNumThreads()
            Get the default number of threads used when adding multiple vectors in bulk oor when querying for multiple vectors simultaneously.
            -
            -
            Returns:
            +
            +
            Returns:
            The default number of threads used for bulk-add or bulk-query methods if not overridden in each method call.
            +
            • -
          - - - -
            -
          • -

            saveIndex

            -
            public void saveIndex​(String pathToIndex)
            +
          • +
            +

            saveIndex

            +
            public void saveIndex(String pathToIndex)
            Save this Index to a file at the provided filename. This file can be reloaded by using Index.load(...).
            -
            -
            Parameters:
            +
            +
            Parameters:
            pathToIndex - The output filename to write to.
            +
            • -
          - - - -
            -
          • -

            saveIndex

            -
            public void saveIndex​(OutputStream outputStream)
            +
          • +
            +

            saveIndex

            +
            public void saveIndex(OutputStream outputStream)
            Save this Index to the provided output stream. The stream will not be closed automatically - be sure to close the stream saveIndex has completed. The data written to the stream can be reloaded by using Index.load(...).
            -
            -
            Parameters:
            +
            +
            Parameters:
            outputStream - The output stream to write to. This stream will not be closed automatically.
            +
            • -
          - - - -
            -
          • -

            addItem

            -
            public void addItem​(float[] vector)
            +
          • +
            +

            addItem

            +
            public void addItem(float[] vector)
            Add an item (a vector) to this Index. The item will automatically be given an identifier equal to the return value of getNumElements().
            -
            -
            Parameters:
            +
            +
            Parameters:
            vector - The vector to add to the index.
            -
            Throws:
            -
            RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
            +
            Throws:
            +
            RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
            +
            • -
          - - - -
            -
          • -

            addItem

            -
            public void addItem​(float[] vector,
-                    long id)
            +
          • +
            +

            addItem

            +
            public void addItem(float[] vector, + long id)
            Add an item (a vector) to this Index with the provided identifier.
            -
            -
            Parameters:
            +
            +
            Parameters:
            vector - The vector to add to the index.
            id - The 64-bit integer denoting the identifier of this vector.
            -
            Throws:
            -
            RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
            +
            Throws:
            +
            RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
            +
            • -
          - - - -
            -
          • -

            addItems

            -
            public void addItems​(float[][] vectors,
-                     int numThreads)
            +
          • +
            +

            addItems

            +
            public void addItems(float[][] vectors, + int numThreads)
            Add multiple items (vectors) to this Index.
            -
            -
            Parameters:
            +
            +
            Parameters:
            vectors - The vectors to add to the index.
            numThreads - The number of threads to use when adding the provided vectors. If -1 (the default), the number of CPUs available on the current machine will be used.
            -
            Throws:
            -
            RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
            +
            Throws:
            +
            RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
            +
            • -
          - - - -
            -
          • -

            addItems

            -
            public void addItems​(float[][] vectors,
-                     long[] ids,
-                     int numThreads)
            +
          • +
            +

            addItems

            +
            public void addItems(float[][] vectors, + long[] ids, + int numThreads)
            Add multiple items (vectors) to this Index.
            -
            -
            Parameters:
            +
            +
            Parameters:
            vectors - The vectors to add to the index.
            ids - The 64-bit identifiers that correspond with each of the provided vectors.
            numThreads - The number of threads to use when adding the provided vectors. If -1 (the @@ -926,149 +710,128 @@

            addItems

            causes a temporary C++ thread pool to be used. Instead of calling addItems(float[][],int) in a tight loop, consider passing more data to each addItems(float[][],int) call instead to reduce overhead.
            -
            Throws:
            -
            RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
            -
            RuntimeException - If the list of IDs does not have the same length as the list of +
            Throws:
            +
            RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
            +
            RuntimeException - If the list of IDs does not have the same length as the list of provided vectors.
            +
            • -
          - - - -
            -
          • -

            getVector

            -
            public float[] getVector​(long id)
            +
          • +
            +

            getVector

            +
            public float[] getVector(long id)
            Get the vector for the provided identifier.
            -
            -
            Parameters:
            +
            +
            Parameters:
            id - The identifier whose vector will be fetched.
            -
            Returns:
            +
            Returns:
            A float array representing the values of the vector.
            -
            Throws:
            -
            RuntimeException - If the provided identifier is not present in the Index.
            +
            Throws:
            +
            RuntimeException - If the provided identifier is not present in the Index.
            +
            • -
          - - - -
            -
          • -

            getVectors

            -
            public float[][] getVectors​(long[] ids)
            +
          • +
            +

            getVectors

            +
            public float[][] getVectors(long[] ids)
            Get the vectors for a provided array of identifiers.
            -
            -
            Parameters:
            +
            +
            Parameters:
            ids - The identifiers whose vector will be fetched.
            -
            Returns:
            +
            Returns:
            A nested float array representing the values of the vectors corresponding with each ID.
            -
            Throws:
            -
            RuntimeException - If any of the provided identifiers are not present in the Index.
            +
            Throws:
            +
            RuntimeException - If any of the provided identifiers are not present in the Index.
            +
            • -
          - - - -
            -
          • -

            getIDs

            -
            public long[] getIDs()
            +
          • +
            +

            getIDs

            +
            public long[] getIDs()
            Get the list of identifiers currently stored by this index.
            -
            -
            Returns:
            +
            +
            Returns:
            a long array of identifiers.
            +
            • -
          - - - -
            -
          • -

            query

            -
            public Index.QueryResults query​(float[] queryVector,
-                                int k)
            +
          • +
            +

            query

            +
            public Index.QueryResults query(float[] queryVector, + int k)
            Query this Index for approximate nearest neighbors of a single query vector.
            -
            -
            Parameters:
            +
            +
            Parameters:
            queryVector - A query vector to use for searching.
            k - The number of nearest neighbors to return.
            -
            Returns:
            +
            Returns:
            A Index.QueryResults object, containing the neighbors found that are (approximately) nearest to the query vector.
            -
            Throws:
            -
            RuntimeException - if fewer than k results can be found in the index.
            +
            Throws:
            +
            RuntimeException - if fewer than k results can be found in the index.
            +
            • -
          - - - -
            -
          • -

            query

            -
            public Index.QueryResults[] query​(float[][] queryVectors,
-                                  int k,
-                                  int numThreads)
            +
          • +
            +

            query

            +
            public Index.QueryResults[] query(float[][] queryVectors, + int k, + int numThreads)
            Query this Index for approximate nearest neighbors of multiple query vectors.
            -
            -
            Parameters:
            +
            +
            Parameters:
            queryVectors - The query vectors to use for searching.
            k - The number of nearest neighbors to return for each query vector
            numThreads - The number of threads to use when searching. If -1, all available CPU cores will be used. Note that passing a number of threads other than 1 will cause a temporary C++ thread pool to be used. Instead of calling query(float[],int) in a tight loop, consider passing more data to each call instead to reduce overhead.
            -
            Returns:
            +
            Returns:
            An array of Index.QueryResults objects, each containing the neighbors found that are (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
            -
            Throws:
            -
            RuntimeException - if fewer than k results can be found in the index for one or +
            Throws:
            +
            RuntimeException - if fewer than k results can be found in the index for one or more queries.
            +
            • -
          - - - -
            -
          • -

            query

            -
            public Index.QueryResults query​(float[] queryVector,
-                                int k,
-                                long queryEf)
            +
          • +
            +

            query

            +
            public Index.QueryResults query(float[] queryVector, + int k, + long queryEf)
            Query this Index for approximate nearest neighbors of a single query vector.
            -
            -
            Parameters:
            +
            +
            Parameters:
            queryVector - A query vector to use for searching.
            k - The number of nearest neighbors to return.
            queryEf - The per-query "ef" value to use. Larger values produce more accurate results at the expense of query time.
            -
            Returns:
            +
            Returns:
            A Index.QueryResults object, containing the neighbors found that are (approximately) nearest to the query vector.
            -
            Throws:
            -
            RuntimeException - if fewer than k results can be found in the index.
            +
            Throws:
            +
            RuntimeException - if fewer than k results can be found in the index.
            +
            • -
          - - - -
            -
          • -

            query

            -
            public Index.QueryResults[] query​(float[][] queryVectors,
-                                  int k,
-                                  int numThreads,
-                                  long queryEf)
            +
          • +
            +

            query

            +
            public Index.QueryResults[] query(float[][] queryVectors, + int k, + int numThreads, + long queryEf)
            Query this Index for approximate nearest neighbors of multiple query vectors.
            -
            -
            Parameters:
            +
            +
            Parameters:
            queryVectors - The query vectors to use for searching.
            k - The number of nearest neighbors to return for each query vector
            numThreads - The number of threads to use when searching. If -1, all available CPU cores @@ -1077,194 +840,115 @@

            query

            more data to each call instead to reduce overhead.
            queryEf - The per-query "ef" value to use. Larger values produce more accurate results at the expense of query time.
            -
            Returns:
            +
            Returns:
            An array of Index.QueryResults objects, each containing the neighbors found that are (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
            -
            Throws:
            -
            RuntimeException - if fewer than k results can be found in the index for one or +
            Throws:
            +
            RuntimeException - if fewer than k results can be found in the index for one or more queries.
            +
            • -
          - - - -
            -
          • -

            markDeleted

            -
            public void markDeleted​(long label)
            +
          • +
            +

            markDeleted

            +
            public void markDeleted(long label)
            Mark an element of the index as deleted. Deleted elements will be skipped when querying, but will still be present in the index.
            -
            -
            Parameters:
            +
            +
            Parameters:
            label - The ID of the element to mark as deleted.
            -
            Throws:
            -
            RuntimeException - If the provided identifier is not present in the Index.
            +
            Throws:
            +
            RuntimeException - If the provided identifier is not present in the Index.
            +
            • -
          - - - -
            -
          • -

            unmarkDeleted

            -
            public void unmarkDeleted​(long label)
            +
          • +
            +

            unmarkDeleted

            +
            public void unmarkDeleted(long label)
            Un-mark an element of the index as deleted, making it available again.
            -
            -
            Parameters:
            +
            +
            Parameters:
            label - The ID of the element to unmark as deleted.
            -
            Throws:
            -
            RuntimeException - If the provided identifier is not present in the Index.
            +
            Throws:
            +
            RuntimeException - If the provided identifier is not present in the Index.
            +
            • -
          - - - -
            -
          • -

            resizeIndex

            -
            public void resizeIndex​(long newSize)
            +
          • +
            +

            resizeIndex

            +
            public void resizeIndex(long newSize)
            Change the maximum number of elements currently storable by this Index. This operation reallocates the memory used by the index and can be quite slow, so it may be useful to set the maximum number of elements in advance if that number is known.
            -
            -
            Parameters:
            +
            +
            Parameters:
            newSize - The new number of maximum elements to resize this Index to.
            +
            • -
          - - - -
            -
          • -

            getMaxElements

            -
            public long getMaxElements()
            +
          • +
            +

            getMaxElements

            +
            public long getMaxElements()
            Get the maximum number of elements currently storable by this Index. If more elements are added than getMaxElements(), the index will be automatically (but slowly) resized.
            -
            -
            Returns:
            +
            +
            Returns:
            The number of elements (vectors) that are currently storable in this Index.
            +
            • -
          - - - -
            -
          • -

            getNumElements

            -
            public long getNumElements()
            +
          • +
            +

            getNumElements

            +
            public long getNumElements()
            Get the number of elements currently in this Index.
            -
            -
            Returns:
            +
            +
            Returns:
            The number of elements (vectors) in this Index. This count includes any deleted elements.
            +
            • -
          - - - -
            -
          • -

            getEfConstruction

            -
            public long getEfConstruction()
            +
          • +
            +

            getEfConstruction

            +
            public long getEfConstruction()
            Get the EF Construction value used when adding new elements to this Index.
            -
            -
            Returns:
            +
            +
            Returns:
            The current EF Construction value (i.e.: the number of neighbors to search for when adding new elements).
            +
            • -
          - - - -
            -
          • -

            getM

            -
            public long getM()
            +
          • +
            +

            getM

            +
            public long getM()
            Get the M value used when adding new elements to this Index.
            -
            -
            Returns:
            +
            +
            Returns:
            The current M value (i.e.: the number of links between adjacent vectors to create when adding elements).
            -
            • -
          +
    -
- - + +
-
-
- -
- - - - - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html b/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html index 519e8da1..b26747cb 100644 --- a/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html @@ -1,388 +1,219 @@ - - + StringIndex.QueryResults (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+
+ +
- +
+
-
Package com.spotify.voyager.jni
-

Class StringIndex.QueryResults

+
Package com.spotify.voyager.jni
+

Class StringIndex.QueryResults

-
- -
-
    -
  • -
    +
    java.lang.Object +
    com.spotify.voyager.jni.StringIndex.QueryResults
    +
    +
    +
    Enclosing class:
    StringIndex
    -
    public static class StringIndex.QueryResults
-extends Object
    +
    public static class StringIndex.QueryResults +extends Object
    A wrapper class for nearest neighbor query results.
    -
    • -
-
-
-
-
-
    -
  • + +
    +
      -
      -
        -
      • - - -

        Constructor Detail

        - - - -
          -
        • -

          QueryResults

          -
          public QueryResults​(String[] names,
-                    float[] distances)
          -
          • -
        +
      • +
        +

        Constructor Details

        +
          +
        • +
          +

          QueryResults

          +
          public QueryResults(String[] names, + float[] distances)
          +
        +
        • -
        -
          -
        • - - -

          Method Detail

          - - - -
            -
          • -

            getNames

            -
            public String[] getNames()
            +
          • +
            +

            Method Details

            +
              +
            • +
              +

              getNames

              +
              public String[] getNames()
              +
              • -
            - - - -
              -
            • -

              getDistances

              -
              public float[] getDistances()
              +
            • +
              +

              getDistances

              +
              public float[] getDistances()
              +
              • -
            - - - -
              -
            • -

              getName

              -
              public String getName​(int index)
              +
            • +
              +

              getName

              +
              public String getName(int index)
              +
              • -
            - - - -
              -
            • -

              getDistance

              -
              public float getDistance​(int index)
              +
            • +
              +

              getDistance

              +
              public float getDistance(int index)
              +
              • -
            - - - -
              -
            • -

              getNumResults

              -
              public int getNumResults()
              +
            • +
              +

              getNumResults

              +
              public int getNumResults()
              +
              • -
            - - - - +
      -
-
-
+ +
-
-
-
    -
  • Summary: 
    • -
  • Nested | 
    • -
  • Field | 
    • -
  • Constr | 
    • -
  • Method
    • -
-
- - - - - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/StringIndex.html b/docs/java/com/spotify/voyager/jni/StringIndex.html index 5b292427..fd50e650 100644 --- a/docs/java/com/spotify/voyager/jni/StringIndex.html +++ b/docs/java/com/spotify/voyager/jni/StringIndex.html @@ -1,355 +1,262 @@ - - + StringIndex (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+
+ +
- +
+
-
Package com.spotify.voyager.jni
-

Class StringIndex

+
Package com.spotify.voyager.jni
+

Class StringIndex

-
- -
-
    -
  • -
    +
    java.lang.Object +
    com.spotify.voyager.jni.StringIndex
    +
    +
    +
    All Implemented Interfaces:
    -
    Closeable, AutoCloseable
    +
    Closeable, AutoCloseable
    -
    public class StringIndex
-extends Object
-implements Closeable
    +
    public class StringIndex +extends Object +implements Closeable
    Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.

    StringIndex can only accommodate up to 2^31 - 1 (2.1B) items, despite typical Voyager indices allowing up to 2^63 - 1 (9e18) items.

    -
    • -
-
-
-
    -
  • + +
    +
      -
      -
        -
      • - - -

        Nested Class Summary

        - - - - - - - - - - - - -
        Nested Classes 
        Modifier and TypeClassDescription
        static class StringIndex.QueryResults +
      • +
        +

        Nested Class Summary

        +
        Nested Classes
        +
        +
        Modifier and Type
        +
        Class
        +
        Description
        +
        static class 
        +
        StringIndex.QueryResults
        +
        A wrapper class for nearest neighbor query results.
        -
        • -
        • -
      +
+
+ -
-
    -
  • - - -

    Constructor Summary

    - - - - - - - - - - - - - - -
    Constructors 
    ConstructorDescription
    StringIndex​(Index.SpaceType spaceType, - int numDimensions) +
  • +
    +

    Constructor Summary

    +
    Constructors
    +
    +
    Constructor
    +
    Description
    +
    StringIndex(Index.SpaceType spaceType, + int numDimensions)
    +
    Instantiate a new empty index with the specified space type and dimensionality
    -
    • StringIndex​(Index.SpaceType spaceType, - int numDimensions, - long indexM, - long efConstruction, - long randomSeed, - long maxElements, - Index.StorageDataType storageDataType) + +
    StringIndex(Index.SpaceType spaceType, + int numDimensions, + long indexM, + long efConstruction, + long randomSeed, + long maxElements, + Index.StorageDataType storageDataType)
    +
    Instantiate an empty index with the specified index parameters
    -
    -
    • -
+
+ + -
- + +
void
+
saveIndex(String outputDirectory, + String indexFilename, + String nameListFilename)
+
 
+ + + +
+

Methods inherited from class java.lang.Object

+clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
- -
-
    -
  • + +
    +
      -
      -
        -
      • - - -

        Constructor Detail

        - - - -
          -
        • -

          StringIndex

          -
          public StringIndex​(Index.SpaceType spaceType,
-                   int numDimensions)
          +
        • +
          +

          Constructor Details

          +
            +
          • +
            +

            StringIndex

            +
            public StringIndex(Index.SpaceType spaceType, + int numDimensions)
            Instantiate a new empty index with the specified space type and dimensionality
            -
            -
            Parameters:
            +
            +
            Parameters:
            spaceType - Type of space and distance calculation used when determining distance between embeddings in the index, @see com.spotify.voyager.jni.Index.SpaceType
            numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
            +
            • -
          - - - -
            -
          • -

            StringIndex

            -
            public StringIndex​(Index.SpaceType spaceType,
-                   int numDimensions,
-                   long indexM,
-                   long efConstruction,
-                   long randomSeed,
-                   long maxElements,
-                   Index.StorageDataType storageDataType)
            +
          • +
            +

            StringIndex

            +
            public StringIndex(Index.SpaceType spaceType, + int numDimensions, + long indexM, + long efConstruction, + long randomSeed, + long maxElements, + Index.StorageDataType storageDataType)
            Instantiate an empty index with the specified index parameters
            -
            -
            Parameters:
            +
            +
            Parameters:
            spaceType - Type of space and distance calculation used when determining distance between embeddings in the index, @see com.spotify.voyager.jni.Index.SpaceType
            numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
            @@ -362,153 +269,178 @@

            StringIndex

            storageDataType - Type to store the embedding values as, @see com.spotify.voyager.jni.StorageDataType
            -
            • -
          +
      + -
      -
        -
      • - - -

        Method Detail

        - - - -
          -
        • -

          load

          -
          public static StringIndex load​(String indexFilename,
-                               String nameListFilename,
-                               Index.SpaceType spaceType,
-                               int numDimensions,
-                               Index.StorageDataType storageDataType)
          +
        • +
          +

          Method Details

          +
            +
          • +
            +

            load

            +
            public static StringIndex load(String indexFilename, + String nameListFilename, + Index.SpaceType spaceType, + int numDimensions, + Index.StorageDataType storageDataType)
            Load a previously constructed index from the provided file location. It is important that the dimensions, space type, and storage data type provided are the same that the index was constructed with.
            -
            -
            Parameters:
            +
            +
            Parameters:
            indexFilename - Filename of the underlying HNSW index
            nameListFilename - Filename of the JSON encoded names list
            spaceType -
            numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
            storageDataType -
            -
            Returns:
            +
            Returns:
            reference to the loaded StringIndex
            -
            See Also:
            -
            Index.SpaceType, -Index.StorageDataType
            +
            See Also:
            +
            + +
            +
            • -
          - - - -
            -
          • -

            load

            -
            public static StringIndex load​(InputStream indexInputStream,
-                               InputStream nameListInputStream,
-                               Index.SpaceType spaceType,
-                               int numDimensions,
-                               Index.StorageDataType storageDataType)
            +
          • +
            +

            load

            +
            public static StringIndex load(InputStream indexInputStream, + InputStream nameListInputStream, + Index.SpaceType spaceType, + int numDimensions, + Index.StorageDataType storageDataType)
            Load a previously constructed index from the provided input streams. It is important that the dimensions, space type, and storage data type provided are the same that the index was constructed with.
            -
            -
            Parameters:
            +
            +
            Parameters:
            indexInputStream - input stream pointing to the underlying HNSW index
            nameListInputStream - input stream pointing to the JSON encoded names list
            spaceType -
            numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
            storageDataType -
            -
            Returns:
            +
            Returns:
            +
            reference to the loaded StringIndex
            +
            See Also:
            +
            + +
            +
            +
            +
            • +
          • +
            +

            load

            +
            public static StringIndex load(String indexFilename, + String nameListFilename)
            +
            Load a previously constructed index from the provided file location. The space type, dimensions, and storage data type are read from the file metadata.
            +
            +
            Parameters:
            +
            indexFilename - Filename of the underlying HNSW index
            +
            nameListFilename - Filename of the JSON encoded names list
            +
            Returns:
            reference to the loaded StringIndex
            -
            See Also:
            -
            Index.SpaceType, -Index.StorageDataType
            +
            • -
          - - - -
            -
          • -

            saveIndex

            -
            public void saveIndex​(String outputDirectory)
-               throws IOException
            +
          • +
            +

            load

            +
            public static StringIndex load(InputStream indexInputStream, + InputStream nameListInputStream)
            +
            Load a previously constructed index from the provided input stream. The space type, dimensions, and storage data type are read from the file metadata.
            +
            +
            Parameters:
            +
            indexInputStream - input stream pointing to the underlying HNSW index
            +
            nameListInputStream - input stream pointing to the JSON encoded names list
            +
            Returns:
            +
            reference to the loaded StringIndex
            +
            +
            +
            • +
          • +
            +

            saveIndex

            +
            public void saveIndex(String outputDirectory) + throws IOException
            Save the underlying index and JSON encoded name list to the provided output directory
            -
            -
            Parameters:
            +
            +
            Parameters:
            outputDirectory - directory to output files to
            -
            Throws:
            -
            IOException - when there is an error writing to JSON or saving to disk
            +
            Throws:
            +
            IOException - when there is an error writing to JSON or saving to disk
            +
            • -
          - - - -
            -
          • -

            saveIndex

            -
            public void saveIndex​(OutputStream indexOutputStream,
-                      OutputStream namesListOutputStream)
-               throws IOException
            +
          • +
            +

            saveIndex

            +
            public void saveIndex(String outputDirectory, + String indexFilename, + String nameListFilename) + throws IOException
            +
            +
            Throws:
            +
            IOException
            +
            +
            +
            • +
          • +
            +

            saveIndex

            +
            public void saveIndex(OutputStream indexOutputStream, + OutputStream namesListOutputStream) + throws IOException
            Save the underlying HNSW index and JSON encoded names list to the provided output streams
            -
            -
            Parameters:
            +
            +
            Parameters:
            indexOutputStream - output stream pointing to the location to save the HNSW index
            namesListOutputStream - output stream pointing to the location to save the JSON names list
            -
            Throws:
            -
            IOException - when there is an error writing to JSON or the output streams
            +
            Throws:
            +
            IOException - when there is an error writing to JSON or the output streams
            +
            • -
          - - - -
            -
          • -

            addItem

            -
            public void addItem​(String name,
-                    float[] vector)
            +
          • +
            +

            addItem

            +
            public void addItem(String name, + float[] vector)
            +
            • -
          - - - -
            -
          • -

            addItem

            -
            public void addItem​(String name,
-                    List<Float> vector)
            +
          • +
            +

            addItem

            +
            public void addItem(String name, + List<Float> vector)
            +
            • -
          - - - - - - - -
            -
          • -

            query

            -
            public StringIndex.QueryResults query​(float[] queryVector,
-                                      int numNeighbors,
-                                      int ef)
            +
          • +
            +

            query

            +
            public StringIndex.QueryResults query(float[] queryVector, + int numNeighbors, + int ef)
            Find the nearest neighbors of the provided embedding.
            -
            -
            Parameters:
            +
            +
            Parameters:
            queryVector - The vector to center the search around.
            numNeighbors - The number of neighbors to return. The number of results returned may be smaller than this value if the index does not contain enough items.
            @@ -516,100 +448,39 @@

            query

            Increasing this value can improve recall (up to a point) at the cost of increased search latency. The minimum value of this parameter is the requested number of neighbors, and the maximum value is the number of items in the index. -
            Returns:
            +
            Returns:
            a QueryResults object, containing the names of the neighbors and each neighbor's distance from the query vector, sorted in ascending order of distance
            +
            • -
          - - - - +
    -
- - + + -
- -
- -
-
- - -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html b/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html index 72046760..3126af38 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html @@ -1,226 +1,114 @@ - - + Uses of Class com.spotify.voyager.jni.Index.QueryResults (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +
-

Uses of Class
com.spotify.voyager.jni.Index.QueryResults

+

Uses of Class
com.spotify.voyager.jni.Index.QueryResults

-
-
+
- - -
+ -
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html b/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html index 8e7197af..6c8a267d 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html @@ -1,315 +1,186 @@ - - -Uses of Class com.spotify.voyager.jni.Index.SpaceType (voyager 2.0.1 API) + +Uses of Enum com.spotify.voyager.jni.Index.SpaceType (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +
-

Uses of Class
com.spotify.voyager.jni.Index.SpaceType

+

Uses of Enum
com.spotify.voyager.jni.Index.SpaceType

-
-
+
- - -
+ -
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html b/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html index c25de0cc..f7359deb 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html @@ -1,293 +1,168 @@ - - -Uses of Class com.spotify.voyager.jni.Index.StorageDataType (voyager 2.0.1 API) + +Uses of Enum com.spotify.voyager.jni.Index.StorageDataType (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +
-

Uses of Class
com.spotify.voyager.jni.Index.StorageDataType

+

Uses of Enum
com.spotify.voyager.jni.Index.StorageDataType

-
-
+
- - -
+ -
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.html b/docs/java/com/spotify/voyager/jni/class-use/Index.html index 88b0a6a5..a7f682a6 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.html @@ -1,228 +1,116 @@ - - + Uses of Class com.spotify.voyager.jni.Index (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +
-

Uses of Class
com.spotify.voyager.jni.Index

+

Uses of Class
com.spotify.voyager.jni.Index

-
-
+
- - -
+ -
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html index 630670df..db8c7d69 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html @@ -1,199 +1,93 @@ - - + Uses of Class com.spotify.voyager.jni.StringIndex.QueryResults (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +
-

Uses of Class
com.spotify.voyager.jni.StringIndex.QueryResults

+

Uses of Class
com.spotify.voyager.jni.StringIndex.QueryResults

-
-
+
- - -
+ -
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html index 2e38b5f6..c33b79c9 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html +++ b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html @@ -1,212 +1,116 @@ - - + Uses of Class com.spotify.voyager.jni.StringIndex (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +
-

Uses of Class
com.spotify.voyager.jni.StringIndex

+

Uses of Class
com.spotify.voyager.jni.StringIndex

-
-
+
static StringIndex
+
StringIndex.load(String indexFilename, + String nameListFilename, + Index.SpaceType spaceType, + int numDimensions, + Index.StorageDataType storageDataType)
+
+
Load a previously constructed index from the provided file location.
+
+
- - -
+ -
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/package-summary.html b/docs/java/com/spotify/voyager/jni/package-summary.html index e8128c3a..26d67965 100644 --- a/docs/java/com/spotify/voyager/jni/package-summary.html +++ b/docs/java/com/spotify/voyager/jni/package-summary.html @@ -1,217 +1,136 @@ - - + com.spotify.voyager.jni (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +
-

Package com.spotify.voyager.jni

+

Package com.spotify.voyager.jni

-
-
- - +
+
package com.spotify.voyager.jni
+
Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
-
    -
  • - - - - - - - - - - - - - - - - - - - - - - - - -
    Class Summary 
    ClassDescription
    Index +
    +
      +
    • + +
      • +
    • +
      +
      +
      +
      +
      Class
      +
      Description
      +
      Index
      +
      A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors.
      -
    Index.QueryResults + +
    Index.QueryResults
    +
    A container for query results, returned by Index.
    -
    StringIndex + +
    Index.SpaceType
    +
    +
    The space, also known as distance metric, to use when searching.
    +
    +
    Index.StorageDataType
    +
    +
    The datatype used to use when storing vectors on disk.
    +
    +
    StringIndex
    +
    Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.
    -
    StringIndex.QueryResults + +
    StringIndex.QueryResults
    +
    A wrapper class for nearest neighbor query results.
    -
    -
    • -
  • - - - - - - - - - - - - - - - - -
    Enum Summary 
    EnumDescription
    Index.SpaceType -
    The space, also known as distance metric, to use when searching.
    -
    Index.StorageDataType -
    The datatype used to use when storing vectors on disk.
    -
    +
+
+
+ - + -
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/package-tree.html b/docs/java/com/spotify/voyager/jni/package-tree.html index 4c24ff4c..145045c2 100644 --- a/docs/java/com/spotify/voyager/jni/package-tree.html +++ b/docs/java/com/spotify/voyager/jni/package-tree.html @@ -1,182 +1,94 @@ - - + com.spotify.voyager.jni Class Hierarchy (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +

Hierarchy For Package com.spotify.voyager.jni

-Package Hierarchies: +Package Hierarchies:
-
-
+

Class Hierarchy

-
+

Enum Hierarchy

-
-
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/package-use.html b/docs/java/com/spotify/voyager/jni/package-use.html index 58fbd698..764458dd 100644 --- a/docs/java/com/spotify/voyager/jni/package-use.html +++ b/docs/java/com/spotify/voyager/jni/package-use.html @@ -1,220 +1,110 @@ - - + Uses of Package com.spotify.voyager.jni (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +

Uses of Package
com.spotify.voyager.jni

-
-
+
+ -
+
-
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html b/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html index e449c2bb..32d74744 100644 --- a/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html +++ b/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html @@ -1,307 +1,163 @@ - - + JniLibExtractor (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ - +
+
-
Package com.spotify.voyager.jni.utils
-

Class JniLibExtractor

+
Package com.spotify.voyager.jni.utils
+

Class JniLibExtractor

-
- -
-
    -
  • -
    -
    public class JniLibExtractor
-extends Object
    -
    • -
+
java.lang.Object +
com.spotify.voyager.jni.utils.JniLibExtractor
-
-
-
-
    -
  • + +
    +
      -
      -
        -
      • - - -

        Constructor Detail

        - - - -
          -
        • -

          JniLibExtractor

          -
          public JniLibExtractor()
          -
          • -
        +
      • +
        +

        Constructor Details

        +
          +
        • +
          +

          JniLibExtractor

          +
          public JniLibExtractor()
          +
        - -
        -
          -
        • - - -

          Method Detail

          - - - -
            -
          • -

            extractBinaries

            -
            public static String extractBinaries​(String libname)
            • -
          + +
        • +
          +

          Method Details

          +
            +
          • +
            +

            extractBinaries

            +
            public static String extractBinaries(String libname)
            +
        -
-
-
+ +
-
- -
- -
-
-
    -
  • Summary: 
    • -
  • Nested | 
    • -
  • Field | 
    • -
  • Constr | 
    • -
  • Method
    • -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/utils/TinyJson.html b/docs/java/com/spotify/voyager/jni/utils/TinyJson.html index 1a22535d..8ef67736 100644 --- a/docs/java/com/spotify/voyager/jni/utils/TinyJson.html +++ b/docs/java/com/spotify/voyager/jni/utils/TinyJson.html @@ -1,330 +1,181 @@ - - + TinyJson (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ - +
+
-
Package com.spotify.voyager.jni.utils
-

Class TinyJson

+
Package com.spotify.voyager.jni.utils
+

Class TinyJson

-
- -
-
    -
  • +
    java.lang.Object +
    com.spotify.voyager.jni.utils.TinyJson
    +
    +
    -
    public class TinyJson
-extends Object
    +
    public class TinyJson +extends Object
    A dependency-free, super tiny JSON serde class that only supports reading and writing lists of strings.
    -
    • -
-
-
-
-
-
-
-
+ +
-
- -
- -
-
-
    -
  • Summary: 
    • -
  • Nested | 
    • -
  • Field | 
    • -
  • Constr | 
    • -
  • Method
    • -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html b/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html index fd5007f9..9360855b 100644 --- a/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html +++ b/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html @@ -1,149 +1,62 @@ - - + Uses of Class com.spotify.voyager.jni.utils.JniLibExtractor (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +
-

Uses of Class
com.spotify.voyager.jni.utils.JniLibExtractor

+

Uses of Class
com.spotify.voyager.jni.utils.JniLibExtractor

-
No usage of com.spotify.voyager.jni.utils.JniLibExtractor
-
+No usage of com.spotify.voyager.jni.utils.JniLibExtractor
-
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html b/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html index 6edcce54..50631593 100644 --- a/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html +++ b/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html @@ -1,149 +1,62 @@ - - + Uses of Class com.spotify.voyager.jni.utils.TinyJson (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +
-

Uses of Class
com.spotify.voyager.jni.utils.TinyJson

+

Uses of Class
com.spotify.voyager.jni.utils.TinyJson

-
No usage of com.spotify.voyager.jni.utils.TinyJson
-
+No usage of com.spotify.voyager.jni.utils.TinyJson
-
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/utils/package-summary.html b/docs/java/com/spotify/voyager/jni/utils/package-summary.html index 92898b71..05e6774c 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-summary.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-summary.html @@ -1,174 +1,105 @@ - - + com.spotify.voyager.jni.utils (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+
+ +
+
-

Package com.spotify.voyager.jni.utils

+

Package com.spotify.voyager.jni.utils

+
+
+
package com.spotify.voyager.jni.utils
+
+
    +
  • + +
-
+
-
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/utils/package-tree.html b/docs/java/com/spotify/voyager/jni/utils/package-tree.html index 0d9fda7b..1738bdf2 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-tree.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-tree.html @@ -1,165 +1,77 @@ - - + com.spotify.voyager.jni.utils Class Hierarchy (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +

Hierarchy For Package com.spotify.voyager.jni.utils

-Package Hierarchies: +Package Hierarchies:
-
-
+

Class Hierarchy

-
-
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/jni/utils/package-use.html b/docs/java/com/spotify/voyager/jni/utils/package-use.html index 69a5e178..11c484ee 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-use.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-use.html @@ -1,149 +1,62 @@ - - + Uses of Package com.spotify.voyager.jni.utils (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +

Uses of Package
com.spotify.voyager.jni.utils

-
No usage of com.spotify.voyager.jni.utils
-
+No usage of com.spotify.voyager.jni.utils
-
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/package-summary.html b/docs/java/com/spotify/voyager/package-summary.html index 10346699..71e42e48 100644 --- a/docs/java/com/spotify/voyager/package-summary.html +++ b/docs/java/com/spotify/voyager/package-summary.html @@ -1,105 +1,67 @@ - - + com.spotify.voyager (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+
+ +
+
-

Package com.spotify.voyager

+

Package com.spotify.voyager

-
-
- - +
+
package com.spotify.voyager
+
Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector data. For most use cases, Index will be the primary interface to Voyager's functionality. @@ -125,54 +87,29 @@

Package com.spotify.voyager

index.saveIndex("my_tiny_index.voy");
+
+
    +
  • + +
    • +
+
-
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/package-tree.html b/docs/java/com/spotify/voyager/package-tree.html index 0d8113fa..bdc3e56e 100644 --- a/docs/java/com/spotify/voyager/package-tree.html +++ b/docs/java/com/spotify/voyager/package-tree.html @@ -1,152 +1,66 @@ - - + com.spotify.voyager Class Hierarchy (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +

Hierarchy For Package com.spotify.voyager

-Package Hierarchies: +Package Hierarchies:
-
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/com/spotify/voyager/package-use.html b/docs/java/com/spotify/voyager/package-use.html index e8bfbf3d..225d8f99 100644 --- a/docs/java/com/spotify/voyager/package-use.html +++ b/docs/java/com/spotify/voyager/package-use.html @@ -1,149 +1,62 @@ - - + Uses of Package com.spotify.voyager (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +

Uses of Package
com.spotify.voyager

-
No usage of com.spotify.voyager
-
+No usage of com.spotify.voyager
-
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/help-doc.html b/docs/java/help-doc.html index 167fbb01..af27be1f 100644 --- a/docs/java/help-doc.html +++ b/docs/java/help-doc.html @@ -1,115 +1,108 @@ - - + API Help (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+
+ +
+
-
-

How This API Document Is Organized

-
This API (Application Programming Interface) document has pages corresponding to the items in the navigation bar, described as follows.
+

JavaDoc Help

+ +
+
+

Navigation

+Starting from the Overview page, you can browse the documentation using the links in each page, and in the navigation bar at the top of each page. The Index and Search box allow you to navigate to specific declarations and summary pages, including: All Packages, All Classes and Interfaces +
-
-
    -
  • -
    -

    Overview

    +
    +
    +

    Kinds of Pages

    +The following sections describe the different kinds of pages in this collection. +
    +

    Overview

    The Overview page is the front page of this API document and provides a list of all packages with a summary for each. This page can also contain an overall description of the set of packages.

    -
    • -
  • -
    -

    Package

    -

    Each package has a page that contains a list of its classes and interfaces, with a summary for each. These pages may contain six categories:

    -
      +
      +

      Package

      +

      Each package has a page that contains a list of its classes and interfaces, with a summary for each. These pages may contain the following categories:

      +
      • Interfaces
      • Classes
      • Enums
        • @@ -118,12 +111,10 @@

        Package

      • Annotation Types
      - -
    • -
      -

      Class or Interface

      -

      Each class, interface, nested class and nested interface has its own separate page. Each of these pages has three sections consisting of a class/interface description, summary tables, and detailed member descriptions:

      -
        +
        +

        Class or Interface

        +

        Each class, interface, nested class and nested interface has its own separate page. Each of these pages has three sections consisting of a declaration and description, member summary tables, and detailed member descriptions. Entries in each of these sections are omitted if they are empty or not applicable.

        +
        • Class Inheritance Diagram
        • Direct Subclasses
        • All Known Subinterfaces
          • @@ -132,150 +123,64 @@

          Class or Interface

        • Class or Interface Description

        -
          +
          • Nested Class Summary
            • +
          • Enum Constant Summary
          • Field Summary
          • Property Summary
          • Constructor Summary
          • Method Summary
            • -
          -
          -
            -
          • Field Detail
            • -
          • Property Detail
            • -
          • Constructor Detail
            • -
          • Method Detail
            • -
          -

          Each summary entry contains the first sentence from the detailed description for that item. The summary entries are alphabetical, while the detailed descriptions are in the order they appear in the source code. This preserves the logical groupings established by the programmer.

          -
        - -
      • -
        -

        Annotation Type

        -

        Each annotation type has its own separate page with the following sections:

        -
          -
        • Annotation Type Declaration
          • -
        • Annotation Type Description
        • Required Element Summary
        • Optional Element Summary
          • -
        • Element Detail
        -
        -
        • -
      • -
        -

        Enum

        -

        Each enum has its own separate page with the following sections:

        -
          -
        • Enum Declaration
          • -
        • Enum Description
          • -
        • Enum Constant Summary
          • -
        • Enum Constant Detail
          • +
          +
            +
          • Enum Constant Details
            • +
          • Field Details
            • +
          • Property Details
            • +
          • Constructor Details
            • +
          • Method Details
            • +
          • Element Details
          +

          Note: Annotation interfaces have required and optional elements, but not methods. Only enum classes have enum constants. The components of a record class are displayed as part of the declaration of the record class. Properties are a feature of JavaFX.

          +

          The summary entries are alphabetical, while the detailed descriptions are in the order they appear in the source code. This preserves the logical groupings established by the programmer.

        -
        • -
      • -
        -

        Use

        -

        Each documented package, class and interface has its own Use page. This page describes what packages, classes, methods, constructors and fields use any part of the given class or package. Given a class or interface A, its "Use" page includes subclasses of A, fields declared as A, methods that return A, and methods and constructors with parameters of type A. You can access this page by first going to the package, class or interface, then clicking on the "Use" link in the navigation bar.

        +
        +

        Other Files

        +

        Packages and modules may contain pages with additional information related to the declarations nearby.

        -
        • -
      • -
        -

        Tree (Class Hierarchy)

        +
        +

        Use

        +

        Each documented package, class and interface has its own Use page. This page describes what packages, classes, methods, constructors and fields use any part of the given class or package. Given a class or interface A, its Use page includes subclasses of A, fields declared as A, methods that return A, and methods and constructors with parameters of type A. You can access this page by first going to the package, class or interface, then clicking on the USE link in the navigation bar.

        +
        +
        +

        Tree (Class Hierarchy)

        There is a Class Hierarchy page for all packages, plus a hierarchy for each package. Each hierarchy page contains a list of classes and a list of interfaces. Classes are organized by inheritance structure starting with java.lang.Object. Interfaces do not inherit from java.lang.Object.

        -
          -
        • When viewing the Overview page, clicking on "Tree" displays the hierarchy for all packages.
          • -
        • When viewing a particular package, class or interface page, clicking on "Tree" displays the hierarchy for only that package.
          • +
            +
          • When viewing the Overview page, clicking on TREE displays the hierarchy for all packages.
            • +
          • When viewing a particular package, class or interface page, clicking on TREE displays the hierarchy for only that package.
        -
        • -
      • -
        -

        Deprecated API

        -

        The Deprecated API page lists all of the API that have been deprecated. A deprecated API is not recommended for use, generally due to improvements, and a replacement API is usually given. Deprecated APIs may be removed in future implementations.

        -
        -
        • -
      • -
        -

        Index

        -

        The Index contains an alphabetic index of all classes, interfaces, constructors, methods, and fields, as well as lists of all packages and all classes.

        -
        -
        • -
      • -
        -

        All Classes

        -

        The All Classes link shows all classes and interfaces except non-static nested types.

        -
        -
        • -
      • -
        -

        Serialized Form

        -

        Each serializable or externalizable class has a description of its serialization fields and methods. This information is of interest to re-implementors, not to developers using the API. While there is no link in the navigation bar, you can get to this information by going to any serialized class and clicking "Serialized Form" in the "See also" section of the class description.

        +
        +

        All Packages

        +

        The All Packages page contains an alphabetic index of all packages contained in the documentation.

        -
        • -
      • -
        -

        Constant Field Values

        -

        The Constant Field Values page lists the static final fields and their values.

        +
        +

        All Classes and Interfaces

        +

        The All Classes and Interfaces page contains an alphabetic index of all classes and interfaces contained in the documentation, including annotation interfaces, enum classes, and record classes.

        -
        • -
      • -
        -

        Search

        -

        You can search for definitions of modules, packages, types, fields, methods and other terms defined in the API, using some or all of the name. "Camel-case" abbreviations are supported: for example, "InpStr" will find "InputStream" and "InputStreamReader".

        +
        +

        Index

        +

        The Index contains an alphabetic index of all classes, interfaces, constructors, methods, and fields in the documentation, as well as summary pages such as All Packages, All Classes and Interfaces.

        -
        • -
      +
-This help file applies to API documentation generated by the standard doclet.
-
+This help file applies to API documentation generated by the standard doclet.
-
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/index-all.html b/docs/java/index-all.html index 97d48447..44b32893 100644 --- a/docs/java/index-all.html +++ b/docs/java/index-all.html @@ -1,136 +1,89 @@ - - + Index (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +
-
A C D E F G I J L M Q R S T U V W 
All Classes All Packages - - -

A

-
-
addItem(float[]) - Method in class com.spotify.voyager.jni.Index
+
+

Index

+
+A C D E F G I J L M Q R S T U V W 
All Classes and Interfaces|All Packages +

A

+
+
addItem(float[]) - Method in class com.spotify.voyager.jni.Index
Add an item (a vector) to this Index.
-
addItem(float[], long) - Method in class com.spotify.voyager.jni.Index
+
addItem(float[], long) - Method in class com.spotify.voyager.jni.Index
Add an item (a vector) to this Index with the provided identifier.
-
addItem(String, float[]) - Method in class com.spotify.voyager.jni.StringIndex
+
addItem(String, float[]) - Method in class com.spotify.voyager.jni.StringIndex
 
-
addItem(String, List<Float>) - Method in class com.spotify.voyager.jni.StringIndex
+
addItem(String, List<Float>) - Method in class com.spotify.voyager.jni.StringIndex
 
-
addItems(float[][], int) - Method in class com.spotify.voyager.jni.Index
+
addItems(float[][], int) - Method in class com.spotify.voyager.jni.Index
Add multiple items (vectors) to this Index.
-
addItems(float[][], long[], int) - Method in class com.spotify.voyager.jni.Index
+
addItems(float[][], long[], int) - Method in class com.spotify.voyager.jni.Index
Add multiple items (vectors) to this Index.
-
addItems(Map<String, List<Float>>) - Method in class com.spotify.voyager.jni.StringIndex
+
addItems(Map<String, List<Float>>) - Method in class com.spotify.voyager.jni.StringIndex
 
- - - -

C

-
-
close() - Method in class com.spotify.voyager.jni.Index
+

C

+
+
close() - Method in class com.spotify.voyager.jni.Index
Close this Index and release any memory held by it.
-
close() - Method in class com.spotify.voyager.jni.StringIndex
+
close() - Method in class com.spotify.voyager.jni.StringIndex
 
com.spotify.voyager - package com.spotify.voyager
@@ -143,418 +96,341 @@

C

com.spotify.voyager.jni.utils - package com.spotify.voyager.jni.utils
 
-
Cosine - com.spotify.voyager.jni.Index.SpaceType
+
Cosine - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
Cosine distance; i.e.
- - - -

D

-
-
distances - Variable in class com.spotify.voyager.jni.Index.QueryResults
+

D

+
+
distances - Variable in class com.spotify.voyager.jni.Index.QueryResults
A list of distances from each item ID to the query vector for this query.
- - - -

E

-
-
E4M3 - com.spotify.voyager.jni.Index.StorageDataType
+

E

+
+
E4M3 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
A custom 8-bit floating point data type with range [-448, 448] and variable precision.
-
Euclidean - com.spotify.voyager.jni.Index.SpaceType
+
Euclidean - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
Euclidean distance, also known as L2 distance.
-
extractBinaries(String) - Static method in class com.spotify.voyager.jni.utils.JniLibExtractor
+
extractBinaries(String) - Static method in class com.spotify.voyager.jni.utils.JniLibExtractor
 
- - - -

F

-
-
finalize() - Method in class com.spotify.voyager.jni.Index
+

F

+
+
finalize() - Method in class com.spotify.voyager.jni.Index
 
-
Float32 - com.spotify.voyager.jni.Index.StorageDataType
+
Float32 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
A 32-bit floating point ("Float") data type.
-
Float8 - com.spotify.voyager.jni.Index.StorageDataType
+
Float8 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
An 8-bit floating point data type that expects all values to be on [-1, 1].
- - - -

G

-
-
getDistance(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
+

G

+
+
getDistance(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
 
-
getDistances() - Method in class com.spotify.voyager.jni.Index.QueryResults
+
getDistances() - Method in class com.spotify.voyager.jni.Index.QueryResults
Retrieve the list of distances between query vectors and item vectors for the results of this query.
-
getDistances() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
+
getDistances() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
 
-
getEf() - Method in class com.spotify.voyager.jni.Index
+
getEf() - Method in class com.spotify.voyager.jni.Index
Get the default EF ("query search depth") that will be uses when Index.query(float[], int) is called.
-
getEfConstruction() - Method in class com.spotify.voyager.jni.Index
+
getEfConstruction() - Method in class com.spotify.voyager.jni.Index
Get the EF Construction value used when adding new elements to this Index.
-
getIDs() - Method in class com.spotify.voyager.jni.Index
+
getIDs() - Method in class com.spotify.voyager.jni.Index
Get the list of identifiers currently stored by this index.
-
getLabels() - Method in class com.spotify.voyager.jni.Index.QueryResults
+
getLabels() - Method in class com.spotify.voyager.jni.Index.QueryResults
Retrieve the list of item IDs ("labels") returned by this query.
-
getM() - Method in class com.spotify.voyager.jni.Index
+
getM() - Method in class com.spotify.voyager.jni.Index
Get the M value used when adding new elements to this Index.
-
getMaxElements() - Method in class com.spotify.voyager.jni.Index
+
getMaxElements() - Method in class com.spotify.voyager.jni.Index
Get the maximum number of elements currently storable by this Index.
-
getName(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
+
getName(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
 
-
getNames() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
+
getNames() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
 
-
getNumDimensions() - Method in class com.spotify.voyager.jni.Index
+
getNumDimensions() - Method in class com.spotify.voyager.jni.Index
Get the number of dimensions used in this Index.
-
getNumElements() - Method in class com.spotify.voyager.jni.Index
+
getNumElements() - Method in class com.spotify.voyager.jni.Index
Get the number of elements currently in this Index.
-
getNumResults() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
+
getNumResults() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
 
-
getNumThreads() - Method in class com.spotify.voyager.jni.Index
+
getNumThreads() - Method in class com.spotify.voyager.jni.Index
Get the default number of threads used when adding multiple vectors in bulk oor when querying for multiple vectors simultaneously.
-
getSpace() - Method in class com.spotify.voyager.jni.Index
+
getSpace() - Method in class com.spotify.voyager.jni.Index
Get the Index.SpaceType that this Index uses to store and compare vectors.
-
getVector(long) - Method in class com.spotify.voyager.jni.Index
+
getVector(long) - Method in class com.spotify.voyager.jni.Index
Get the vector for the provided identifier.
-
getVectors(long[]) - Method in class com.spotify.voyager.jni.Index
+
getVectors(long[]) - Method in class com.spotify.voyager.jni.Index
Get the vectors for a provided array of identifiers.
- - - -

I

-
-
Index - Class in com.spotify.voyager.jni
+

I

+
+
Index - Class in com.spotify.voyager.jni
A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors.
-
Index(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.Index
+
Index(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.Index
Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
-
Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.Index
+
Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.Index
Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
-
Index.QueryResults - Class in com.spotify.voyager.jni
+
Index.QueryResults - Class in com.spotify.voyager.jni
A container for query results, returned by Index.
-
Index.SpaceType - Enum in com.spotify.voyager.jni
+
Index.SpaceType - Enum in com.spotify.voyager.jni
The space, also known as distance metric, to use when searching.
-
Index.StorageDataType - Enum in com.spotify.voyager.jni
+
Index.StorageDataType - Enum in com.spotify.voyager.jni
The datatype used to use when storing vectors on disk.
-
InnerProduct - com.spotify.voyager.jni.Index.SpaceType
+
InnerProduct - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
Inner (dot) product.
- - - -

J

-
-
JniLibExtractor - Class in com.spotify.voyager.jni.utils
+

J

+
+
JniLibExtractor - Class in com.spotify.voyager.jni.utils
 
-
JniLibExtractor() - Constructor for class com.spotify.voyager.jni.utils.JniLibExtractor
+
JniLibExtractor() - Constructor for class com.spotify.voyager.jni.utils.JniLibExtractor
 
- - - -

L

-
-
labels - Variable in class com.spotify.voyager.jni.Index.QueryResults
+

L

+
+
labels - Variable in class com.spotify.voyager.jni.Index.QueryResults
A list of item IDs ("labels").
-
load(InputStream) - Static method in class com.spotify.voyager.jni.Index
+
load(InputStream) - Static method in class com.spotify.voyager.jni.Index
Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
-
load(InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
+
load(InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
-
load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
+
load(InputStream, InputStream) - Static method in class com.spotify.voyager.jni.StringIndex
+
+
Load a previously constructed index from the provided input stream.
+
+
load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
Load a previously constructed index from the provided input streams.
-
load(String) - Static method in class com.spotify.voyager.jni.Index
+
load(String) - Static method in class com.spotify.voyager.jni.Index
Load a Voyager index file and create a new Index initialized with the data in that file.
-
load(String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
+
load(String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
Load a Voyager index file and create a new Index initialized with the data in that file.
-
load(String, String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
+
load(String, String) - Static method in class com.spotify.voyager.jni.StringIndex
+
+
Load a previously constructed index from the provided file location.
+
+
load(String, String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
Load a previously constructed index from the provided file location.
- - - -

M

-
-
markDeleted(long) - Method in class com.spotify.voyager.jni.Index
+

M

+
+
markDeleted(long) - Method in class com.spotify.voyager.jni.Index
Mark an element of the index as deleted.
- - - -

Q

-
-
query(float[][], int, int) - Method in class com.spotify.voyager.jni.Index
+

Q

+
+
query(float[][], int, int) - Method in class com.spotify.voyager.jni.Index
Query this Index for approximate nearest neighbors of multiple query vectors.
-
query(float[][], int, int, long) - Method in class com.spotify.voyager.jni.Index
+
query(float[][], int, int, long) - Method in class com.spotify.voyager.jni.Index
Query this Index for approximate nearest neighbors of multiple query vectors.
-
query(float[], int) - Method in class com.spotify.voyager.jni.Index
+
query(float[], int) - Method in class com.spotify.voyager.jni.Index
Query this Index for approximate nearest neighbors of a single query vector.
-
query(float[], int, int) - Method in class com.spotify.voyager.jni.StringIndex
+
query(float[], int, int) - Method in class com.spotify.voyager.jni.StringIndex
Find the nearest neighbors of the provided embedding.
-
query(float[], int, long) - Method in class com.spotify.voyager.jni.Index
+
query(float[], int, long) - Method in class com.spotify.voyager.jni.Index
Query this Index for approximate nearest neighbors of a single query vector.
-
QueryResults(long[], float[]) - Constructor for class com.spotify.voyager.jni.Index.QueryResults
+
QueryResults(long[], float[]) - Constructor for class com.spotify.voyager.jni.Index.QueryResults
Instantiates a new QueryResults object, provided two identical-length arrays of labels and their corresponding distances.
-
QueryResults(String[], float[]) - Constructor for class com.spotify.voyager.jni.StringIndex.QueryResults
+
QueryResults(String[], float[]) - Constructor for class com.spotify.voyager.jni.StringIndex.QueryResults
 
- - - -

R

-
-
readStringList(InputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
+

R

+
+
readStringList(InputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
 
-
resizeIndex(long) - Method in class com.spotify.voyager.jni.Index
+
resizeIndex(long) - Method in class com.spotify.voyager.jni.Index
Change the maximum number of elements currently storable by this Index.
- - - -

S

-
-
saveIndex(OutputStream) - Method in class com.spotify.voyager.jni.Index
+

S

+
+
saveIndex(OutputStream) - Method in class com.spotify.voyager.jni.Index
Save this Index to the provided output stream.
-
saveIndex(OutputStream, OutputStream) - Method in class com.spotify.voyager.jni.StringIndex
+
saveIndex(OutputStream, OutputStream) - Method in class com.spotify.voyager.jni.StringIndex
Save the underlying HNSW index and JSON encoded names list to the provided output streams
-
saveIndex(String) - Method in class com.spotify.voyager.jni.Index
+
saveIndex(String) - Method in class com.spotify.voyager.jni.Index
Save this Index to a file at the provided filename.
-
saveIndex(String) - Method in class com.spotify.voyager.jni.StringIndex
+
saveIndex(String) - Method in class com.spotify.voyager.jni.StringIndex
Save the underlying index and JSON encoded name list to the provided output directory
-
setEf(long) - Method in class com.spotify.voyager.jni.Index
+
saveIndex(String, String, String) - Method in class com.spotify.voyager.jni.StringIndex
+
 
+
setEf(long) - Method in class com.spotify.voyager.jni.Index
Set the default EF ("query search depth") to use when Index.query(float[], int) is called.
-
setNumThreads(int) - Method in class com.spotify.voyager.jni.Index
+
setNumThreads(int) - Method in class com.spotify.voyager.jni.Index
Set the default number of threads to use when adding multiple vectors in bulk, or when querying for multiple vectors simultaneously.
-
StringIndex - Class in com.spotify.voyager.jni
+
StringIndex - Class in com.spotify.voyager.jni
Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.
-
StringIndex(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.StringIndex
+
StringIndex(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.StringIndex
Instantiate a new empty index with the specified space type and dimensionality
-
StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.StringIndex
+
StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.StringIndex
Instantiate an empty index with the specified index parameters
-
StringIndex.QueryResults - Class in com.spotify.voyager.jni
+
StringIndex.QueryResults - Class in com.spotify.voyager.jni
A wrapper class for nearest neighbor query results.
- - - -

T

-
-
TinyJson - Class in com.spotify.voyager.jni.utils
+

T

+
+
TinyJson - Class in com.spotify.voyager.jni.utils
A dependency-free, super tiny JSON serde class that only supports reading and writing lists of strings.
-
TinyJson() - Constructor for class com.spotify.voyager.jni.utils.TinyJson
+
TinyJson() - Constructor for class com.spotify.voyager.jni.utils.TinyJson
 
-
toString() - Method in class com.spotify.voyager.jni.Index.QueryResults
+
toString() - Method in class com.spotify.voyager.jni.Index.QueryResults
 
-
toString() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
+
toString() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
 
- - - -

U

-
-
unmarkDeleted(long) - Method in class com.spotify.voyager.jni.Index
+

U

+
+
unmarkDeleted(long) - Method in class com.spotify.voyager.jni.Index
Un-mark an element of the index as deleted, making it available again.
- - - -

V

-
-
valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.SpaceType
+

V

+
+
valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.SpaceType
Returns the enum constant of this type with the specified name.
-
valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
+
valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
Returns the enum constant of this type with the specified name.
-
values() - Static method in enum com.spotify.voyager.jni.Index.SpaceType
+
values() - Static method in enum com.spotify.voyager.jni.Index.SpaceType
Returns an array containing the constants of this enum type, in the order they are declared.
-
values() - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
+
values() - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
Returns an array containing the constants of this enum type, in the order they are declared.
- - - -

W

-
-
writeStringList(Iterable<String>, OutputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
+

W

+
+
writeStringList(Iterable<String>, OutputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
 
-A C D E F G I J L M Q R S T U V W 
All Classes All Packages
-
+A C D E F G I J L M Q R S T U V W 
All Classes and Interfaces|All Packages
-
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/index.html b/docs/java/index.html index 4ea516bf..82acbf19 100644 --- a/docs/java/index.html +++ b/docs/java/index.html @@ -1,176 +1,80 @@ - - + Overview (voyager 2.0.1 API) + + + - + + - - - - - + + - - -
+
+ +
+

voyager 2.0.1 API

-
-
- - - - - - - - - - - - - - - - - - - - -
Packages 
PackageDescription
com.spotify.voyager +
+
Packages
+
+
Package
+
Description
+
com.spotify.voyager
+
Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector data.
-
com.spotify.voyager.jni + +
com.spotify.voyager.jni
+
Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
-
com.spotify.voyager.jni.utils 
+
+
com.spotify.voyager.jni.utils
+
 
+
-
- -
- -
- - -
- - -

Copyright © 2023. All rights reserved.

- diff --git a/docs/java/member-search-index.js b/docs/java/member-search-index.js index f4b2518e..2499c325 100644 --- a/docs/java/member-search-index.js +++ b/docs/java/member-search-index.js @@ -1 +1 @@ -memberSearchIndex = [{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[], long)","url":"addItem(float[],long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItem(String, float[])","url":"addItem(java.lang.String,float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItem(String, List)","url":"addItem(java.lang.String,java.util.List)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItems(float[][], int)","url":"addItems(float[][],int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItems(float[][], long[], int)","url":"addItems(float[][],long[],int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItems(Map>)","url":"addItems(java.util.Map)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"close()"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"close()"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"Cosine"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"distances"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"E4M3"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"Euclidean"},{"p":"com.spotify.voyager.jni.utils","c":"JniLibExtractor","l":"extractBinaries(String)","url":"extractBinaries(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"finalize()"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"Float32"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"Float8"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getDistance(int)"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"getDistances()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getDistances()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getEf()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getEfConstruction()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getIDs()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"getLabels()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getM()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getMaxElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getName(int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getNames()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumDimensions()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getNumResults()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumThreads()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getSpace()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getVector(long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getVectors(long[])"},{"p":"com.spotify.voyager.jni","c":"Index","l":"Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType)","url":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int,long,long,long,long,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"Index(Index.SpaceType, int)","url":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"InnerProduct"},{"p":"com.spotify.voyager.jni.utils","c":"JniLibExtractor","l":"JniLibExtractor()","url":"%3Cinit%3E()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"labels"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(InputStream, Index.SpaceType, int, Index.StorageDataType)","url":"load(java.io.InputStream,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType)","url":"load(java.io.InputStream,java.io.InputStream,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(InputStream)","url":"load(java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(String, Index.SpaceType, int, Index.StorageDataType)","url":"load(java.lang.String,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(String, String, Index.SpaceType, int, Index.StorageDataType)","url":"load(java.lang.String,java.lang.String,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(String)","url":"load(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"markDeleted(long)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"query(float[], int, int)","url":"query(float[],int,int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[], int, long)","url":"query(float[],int,long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[], int)","url":"query(float[],int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[][], int, int, long)","url":"query(float[][],int,int,long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[][], int, int)","url":"query(float[][],int,int)"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"QueryResults(long[], float[])","url":"%3Cinit%3E(long[],float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"QueryResults(String[], float[])","url":"%3Cinit%3E(java.lang.String[],float[])"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"readStringList(InputStream)","url":"readStringList(java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"resizeIndex(long)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(OutputStream, OutputStream)","url":"saveIndex(java.io.OutputStream,java.io.OutputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"saveIndex(OutputStream)","url":"saveIndex(java.io.OutputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"saveIndex(String)","url":"saveIndex(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(String)","url":"saveIndex(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"setEf(long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"setNumThreads(int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType)","url":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int,long,long,long,long,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"StringIndex(Index.SpaceType, int)","url":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int)"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"TinyJson()","url":"%3Cinit%3E()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"toString()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"toString()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"unmarkDeleted(long)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"valueOf(String)","url":"valueOf(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"valueOf(String)","url":"valueOf(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"values()"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"values()"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"writeStringList(Iterable, OutputStream)","url":"writeStringList(java.lang.Iterable,java.io.OutputStream)"}] \ No newline at end of file +memberSearchIndex = [{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[])"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[], long)","u":"addItem(float[],long)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItem(String, float[])","u":"addItem(java.lang.String,float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItem(String, List)","u":"addItem(java.lang.String,java.util.List)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItems(float[][], int)","u":"addItems(float[][],int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItems(float[][], long[], int)","u":"addItems(float[][],long[],int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItems(Map>)","u":"addItems(java.util.Map)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"close()"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"close()"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"Cosine"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"distances"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"E4M3"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"Euclidean"},{"p":"com.spotify.voyager.jni.utils","c":"JniLibExtractor","l":"extractBinaries(String)","u":"extractBinaries(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"finalize()"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"Float32"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"Float8"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getDistance(int)"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"getDistances()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getDistances()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getEf()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getEfConstruction()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getIDs()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"getLabels()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getM()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getMaxElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getName(int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getNames()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumDimensions()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getNumResults()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumThreads()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getSpace()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getVector(long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getVectors(long[])"},{"p":"com.spotify.voyager.jni","c":"Index","l":"Index(Index.SpaceType, int)","u":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType)","u":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int,long,long,long,long,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"InnerProduct"},{"p":"com.spotify.voyager.jni.utils","c":"JniLibExtractor","l":"JniLibExtractor()","u":"%3Cinit%3E()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"labels"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(InputStream)","u":"load(java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(InputStream, Index.SpaceType, int, Index.StorageDataType)","u":"load(java.io.InputStream,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(InputStream, InputStream)","u":"load(java.io.InputStream,java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType)","u":"load(java.io.InputStream,java.io.InputStream,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(String)","u":"load(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(String, Index.SpaceType, int, Index.StorageDataType)","u":"load(java.lang.String,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(String, String)","u":"load(java.lang.String,java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(String, String, Index.SpaceType, int, Index.StorageDataType)","u":"load(java.lang.String,java.lang.String,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"markDeleted(long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[], int)","u":"query(float[],int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"query(float[], int, int)","u":"query(float[],int,int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[], int, long)","u":"query(float[],int,long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[][], int, int)","u":"query(float[][],int,int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[][], int, int, long)","u":"query(float[][],int,int,long)"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"QueryResults(long[], float[])","u":"%3Cinit%3E(long[],float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"QueryResults(String[], float[])","u":"%3Cinit%3E(java.lang.String[],float[])"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"readStringList(InputStream)","u":"readStringList(java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"resizeIndex(long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"saveIndex(OutputStream)","u":"saveIndex(java.io.OutputStream)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(OutputStream, OutputStream)","u":"saveIndex(java.io.OutputStream,java.io.OutputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"saveIndex(String)","u":"saveIndex(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(String)","u":"saveIndex(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(String, String, String)","u":"saveIndex(java.lang.String,java.lang.String,java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"setEf(long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"setNumThreads(int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"StringIndex(Index.SpaceType, int)","u":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType)","u":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int,long,long,long,long,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"TinyJson()","u":"%3Cinit%3E()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"toString()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"toString()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"unmarkDeleted(long)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"valueOf(String)","u":"valueOf(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"valueOf(String)","u":"valueOf(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"values()"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"values()"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"writeStringList(Iterable, OutputStream)","u":"writeStringList(java.lang.Iterable,java.io.OutputStream)"}];updateSearchResults(); \ No newline at end of file diff --git a/docs/java/overview-summary.html b/docs/java/overview-summary.html index 4441a5fe..c3b883c7 100644 --- a/docs/java/overview-summary.html +++ b/docs/java/overview-summary.html @@ -1,18 +1,21 @@ - - + voyager 2.0.1 API + + + + + + - - - +
-

All Packages

-
Package Summary
-
-
Package
-
Description
-
com.spotify.voyager
-
+
+
-
-

Copyright © 2023. All rights reserved.

-
+ +

Copyright © 2023. All rights reserved.

+ diff --git a/docs/java/com/spotify/voyager/jni/Index.QueryResults.html b/docs/java/com/spotify/voyager/jni/Index.QueryResults.html index 362f30fd..9ca2a741 100644 --- a/docs/java/com/spotify/voyager/jni/Index.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/Index.QueryResults.html @@ -1,261 +1,433 @@ + - -Index.QueryResults (voyager 2.0.1 API) - + +Index.QueryResults (voyager 2.0.2 API) - - - - + - - + + + + + - - -
-
+
 
+ +
-
-
+
-
Package com.spotify.voyager.jni
-

Class Index.QueryResults

+
Package com.spotify.voyager.jni
+

Class Index.QueryResults

-
java.lang.Object -
com.spotify.voyager.jni.Index.QueryResults
-
-
-
+
+ +
+
    +
  • +
    Enclosing class:
    Index
    -
    public static class Index.QueryResults -extends Object
    +
    public static class Index.QueryResults
+extends Object
    A container for query results, returned by Index. Note that this class is instantiated from C++, and as such, any changes to its location, visibility, or constructor will need to include corresponding C++ changes.
    -
-
-
    + +
+
+
+
    +
  • -
  • -
    -

    Field Summary

    -
    Fields
    -
    -
    Modifier and Type
    -
    Field
    -
    Description
    -
    final float[]
    -
    distances
    -
    +
    +
      +
    • + + +

      Field Summary

      + + + + + + + + + + + + + + + + + +
      Fields 
      Modifier and TypeFieldDescription
      float[]distances
      A list of distances from each item ID to the query vector for this query.
      - -
      final long[]
      -
      labels
      -
      +
      long[]labels
      A list of item IDs ("labels").
      - - - +
      • +
    +
    -
  • -
    -

    Constructor Summary

    -
    Constructors
    -
    -
    Constructor
    -
    Description
    -
    QueryResults(long[] labels, - float[] distances)
    -
    +
    +
      +
    • + + +

      Constructor Summary

      + + + + + + + + + + +
      Constructors 
      ConstructorDescription
      QueryResults​(long[] labels, + float[] distances)
      Instantiates a new QueryResults object, provided two identical-length arrays of labels and their corresponding distances.
      - - - +
      • +
    +
    -
  • -
    -

    Method Summary

    -
    -
    -
    -
    -
    Modifier and Type
    -
    Method
    -
    Description
    -
    float[]
    -
    getDistances()
    -
    +
    +
    -
    -
      + +
    +
    +
    +
      +
    • -
    • -
      -

      Field Details

      -
        -
      • -
        -

        labels

        -
        public final long[] labels
        +
        +
          +
        • + + +

          Field Detail

          + + + +
            +
          • +

            labels

            +
            public final long[] labels
            A list of item IDs ("labels").
            -
        • -
      • -
        -

        distances

        -
        public final float[] distances
        +
      + + + +
        +
      • +

        distances

        +
        public final float[] distances
        A list of distances from each item ID to the query vector for this query.
        -
    -
    • +
+ -
  • -
    -

    Constructor Details

    -
      -
    • -
      -

      QueryResults

      -
      public QueryResults(long[] labels, - float[] distances)
      +
      +
        +
      • + + +

        Constructor Detail

        + + + +
          +
        • +

          QueryResults

          +
          public QueryResults​(long[] labels,
+                    float[] distances)
          Instantiates a new QueryResults object, provided two identical-length arrays of labels and their corresponding distances. This method should probably not be used directly, as this class is primarily used as a return type from the query method on Index.
          -
          -
          Throws:
          -
          IllegalArgumentException - if the length of the labels and distances arrays vary
          +
          +
          Throws:
          +
          IllegalArgumentException - if the length of the labels and distances arrays vary
          -
    -
    • + + -
  • -
    -

    Method Details

    -
      -
    • -
      -

      toString

      -
      public String toString()
      -
      -
      Overrides:
      -
      toString in class Object
      +
      +
      • -
    • -
      -

      getLabels

      -
      public long[] getLabels()
      +
    + + + +
      +
    • +

      getLabels

      +
      public long[] getLabels()
      Retrieve the list of item IDs ("labels") returned by this query. This array is sorted by distance: the first item is the closest to the query vector, the second is second-closest, and so on. The items in this array correspond 1:1 with the distances returned by getDistances().
      -
    • -
  • -
    -

    getDistances

    -
    public float[] getDistances()
    + + + + +
      +
    • +

      getDistances

      +
      public float[] getDistances()
      Retrieve the list of distances between query vectors and item vectors for the results of this query. This array is sorted by distance: the first distance corresponds with the item the closest to the query vector, the second is second-closest, and so on. The items in this array correspond 1:1 with the labels returned by getLabels().
      -
    • - - + + +
    +
    +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/Index.SpaceType.html b/docs/java/com/spotify/voyager/jni/Index.SpaceType.html index fb147eb4..bbb69c76 100644 --- a/docs/java/com/spotify/voyager/jni/Index.SpaceType.html +++ b/docs/java/com/spotify/voyager/jni/Index.SpaceType.html @@ -1,244 +1,415 @@ + - -Index.SpaceType (voyager 2.0.1 API) - + +Index.SpaceType (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + +
    -
    -
    +
    -
    Package com.spotify.voyager.jni
    -

    Enum Index.SpaceType

    -
    -
    java.lang.Object -
    java.lang.Enum<Index.SpaceType> -
    com.spotify.voyager.jni.Index.SpaceType
    -
    +
    Package com.spotify.voyager.jni
    +

    Enum Index.SpaceType

    -
    -
    +
    + +
    +
    -
    -
      + +
    +
    +
    + - + + -
  • -
    -

    Method Details

    -
      -
    • -
      -

      values

      -
      public static Index.SpaceType[] values()
      +
      +
        +
      • + + +

        Method Detail

        + + + +
          +
        • +

          values

          +
          public static Index.SpaceType[] values()
          Returns an array containing the constants of this enum type, in -the order they are declared.
          -
          -
          Returns:
          +the order they are declared. This method may be used to iterate +over the constants as follows: +
          +for (Index.SpaceType c : Index.SpaceType.values())
+    System.out.println(c);
+
    • +
    +
    Returns:
    an array containing the constants of this enum type, in the order they are declared
    - -
  • -
    -

    valueOf

    -
    public static Index.SpaceType valueOf(String name)
    + + + + +
      +
    • +

      valueOf

      +
      public static Index.SpaceType valueOf​(String name)
      Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
      -
      -
      Parameters:
      +
      +
      Parameters:
      name - the name of the enum constant to be returned.
      -
      Returns:
      +
      Returns:
      the enum constant with the specified name
      -
      Throws:
      -
      IllegalArgumentException - if this enum type has no constant with the specified name
      -
      NullPointerException - if the argument is null
      +
      Throws:
      +
      IllegalArgumentException - if this enum type has no constant with the specified name
      +
      NullPointerException - if the argument is null
      -
    • - - + + +
    +
    +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html b/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html index d5cecef8..65c35153 100644 --- a/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html +++ b/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html @@ -1,167 +1,261 @@ + - -Index.StorageDataType (voyager 2.0.1 API) - + +Index.StorageDataType (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + +
    -
    -
    +
    -
    Package com.spotify.voyager.jni
    -

    Enum Index.StorageDataType

    -
    -
    java.lang.Object -
    java.lang.Enum<Index.StorageDataType> -
    com.spotify.voyager.jni.Index.StorageDataType
    -
    +
    Package com.spotify.voyager.jni
    +

    Enum Index.StorageDataType

    -
    -
    +
    + +
    +
    -
    -
      + +
    +
    +
    +
      +
    • -
    • -
      -

      Enum Constant Summary

      -
      Enum Constants
      -
      -
      Enum Constant
      -
      Description
      -
      E4M3
      -
      +
      +
        +
      • + + +

        Enum Constant Summary

        + + + + + + + + + + + + + + + + + + +
        Enum Constants 
        Enum ConstantDescription
        E4M3
        A custom 8-bit floating point data type with range [-448, 448] and variable precision.
        - -
        Float32
        -
        +
        Float32
        A 32-bit floating point ("Float") data type.
        - -
        Float8
        -
        +
        Float8
        An 8-bit floating point data type that expects all values to be on [-1, 1].
        - - - +
        • +
      +
      -
    • -
      -

      Method Summary

      -
      -
      -
      -
      -
      Modifier and Type
      -
      Method
      -
      Description
      -
      static Index.StorageDataType
      -
      valueOf(String name)
      -
      +
      +
      -
      -
        + +
      +
      +
      +
        +
      • -
      • -
        -

        Enum Constant Details

        -
          -
        • -
          -

          Float8

          -
          public static final Index.StorageDataType Float8
          +
          +
            +
          • + + +

            Enum Constant Detail

            + + + +
              +
            • +

              Float8

              +
              public static final Index.StorageDataType Float8
              An 8-bit floating point data type that expects all values to be on [-1, 1]. This data type provides adequate precision for many use cases, but cuts down memory usage bu a factor of 4x compared to Float32, while also increasing query speed. @@ -169,78 +263,155 @@

              Float8

              Float8 provides 8 bits of resolution; i.e.: the distance between successive values is 1/127, or 0.00787. For a variable-precision (i.e.: _actually_ floating point) representation, use E4M3.

              -
          • -
        • -
          -

          Float32

          -
          public static final Index.StorageDataType Float32
          +
        + + + +
          +
        • +

          Float32

          +
          public static final Index.StorageDataType Float32
          A 32-bit floating point ("Float") data type. The default.
          -
        • -
      • -
        -

        E4M3

        -
        public static final Index.StorageDataType E4M3
        +
      + + + +
        +
      • +

        E4M3

        +
        public static final Index.StorageDataType E4M3
        A custom 8-bit floating point data type with range [-448, 448] and variable precision. Use this data type to get 4x less memory usage compared to Float32, but when the values of vectors to be stored in an Index may exceed [-1, 1].

        E4M3 uses a 4-bit exponent and 3-bit mantissa field, and was inspired by the paper "FP8 Formats for Deep Learning" by Micikevicus et al (arXiv:2209.05433).

        -
    - + + -
  • -
    -

    Method Details

    -
      -
    • -
      -

      values

      -
      public static Index.StorageDataType[] values()
      +
      +
        +
      • + + +

        Method Detail

        + + + +
          +
        • +

          values

          +
          public static Index.StorageDataType[] values()
          Returns an array containing the constants of this enum type, in -the order they are declared.
          -
          -
          Returns:
          +the order they are declared. This method may be used to iterate +over the constants as follows: +
          +for (Index.StorageDataType c : Index.StorageDataType.values())
+    System.out.println(c);
+
    • +
    +
    Returns:
    an array containing the constants of this enum type, in the order they are declared
    - -
  • -
    -

    valueOf

    -
    public static Index.StorageDataType valueOf(String name)
    + + + + +
      +
    • +

      valueOf

      +
      public static Index.StorageDataType valueOf​(String name)
      Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
      -
      -
      Parameters:
      +
      +
      Parameters:
      name - the name of the enum constant to be returned.
      -
      Returns:
      +
      Returns:
      the enum constant with the specified name
      -
      Throws:
      -
      IllegalArgumentException - if this enum type has no constant with the specified name
      -
      NullPointerException - if the argument is null
      +
      Throws:
      +
      IllegalArgumentException - if this enum type has no constant with the specified name
      +
      NullPointerException - if the argument is null
      -
    • - - + + +
    +
    +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/Index.html b/docs/java/com/spotify/voyager/jni/Index.html index 68af6bbc..b6ffcd38 100644 --- a/docs/java/com/spotify/voyager/jni/Index.html +++ b/docs/java/com/spotify/voyager/jni/Index.html @@ -1,89 +1,144 @@ + - -Index (voyager 2.0.1 API) - + +Index (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + +
    -
    -
    +
    -
    Package com.spotify.voyager.jni
    -

    Class Index

    -
    -
    java.lang.Object -
    com.spotify.voyager.jni.Index
    +
    Package com.spotify.voyager.jni
    +

    Class Index

    -
    -
    +
    + +
    +
      +
    • +
      All Implemented Interfaces:
      -
      Closeable, AutoCloseable
      +
      Closeable, AutoCloseable
      -
      public class Index -extends Object -implements Closeable
      +
      public class Index
+extends Object
+implements Closeable
      A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors. @@ -106,302 +161,407 @@

      Class Index

      // Serialize this index to use it again later: index.saveIndex("my_tiny_index.voy");
      -
    -
    -
      + +
    +
    +
    +
      +
    • -
    • -
      -

      Nested Class Summary

      -
      Nested Classes
      -
      -
      Modifier and Type
      -
      Class
      -
      Description
      -
      static class 
      -
      Index.QueryResults
      -
      +
      +
        +
      • + + +

        Nested Class Summary

        + + + + + + + + + + + + + + + + + + + + + + +
        Nested Classes 
        Modifier and TypeClassDescription
        static class Index.QueryResults
        A container for query results, returned by Index.
        - -
        static enum 
        -
        Index.SpaceType
        -
        +
        static class Index.SpaceType
        The space, also known as distance metric, to use when searching.
        - -
        static enum 
        -
        Index.StorageDataType
        -
        +
        static class Index.StorageDataType
        The datatype used to use when storing vectors on disk.
        - - - +
        • +
      +
      -
    • -
      -

      Constructor Summary

      -
      Constructors
      -
      -
      Constructor
      -
      Description
      -
      Index(Index.SpaceType space, - int numDimensions)
      -
      +
      +
        +
      • + + +

        Constructor Summary

        + + + + + + + + + + + + + + +
        Constructors 
        ConstructorDescription
        Index​(Index.SpaceType space, + int numDimensions)
        Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
        - -
        Index(Index.SpaceType space, - int numDimensions, - long indexM, - long efConstruction, - long randomSeed, - long maxElements, - Index.StorageDataType storageDataType)
        -
        +
        Index​(Index.SpaceType space, + int numDimensions, + long indexM, + long efConstruction, + long randomSeed, + long maxElements, + Index.StorageDataType storageDataType)
        Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
        - - - +
        • +
      +
      -
    • -
      -

      Method Summary

      -
      -
      -
      -
      -
      Modifier and Type
      -
      Method
      -
      Description
      -
      void
      -
      addItem(float[] vector)
      -
      +
      +
      -
      -
        + +
      +
      +
      +
        +
      • -
      • -
        -

        Constructor Details

        -
          -
        • -
          -

          Index

          -
          public Index(Index.SpaceType space, - int numDimensions)
          +
          +
            +
          • + + +

            Constructor Detail

            + + + +
              +
            • +

              Index

              +
              public Index​(Index.SpaceType space,
+             int numDimensions)
              Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
              -
              -
              Parameters:
              +
              +
              Parameters:
              space - the space type to use when storing and comparing vectors.
              numDimensions - the number of dimensions per vector.
              -
          • -
        • -
          -

          Index

          -
          public Index(Index.SpaceType space, - int numDimensions, - long indexM, - long efConstruction, - long randomSeed, - long maxElements, - Index.StorageDataType storageDataType)
          +
        + + + +
          +
        • +

          Index

          +
          public Index​(Index.SpaceType space,
+             int numDimensions,
+             long indexM,
+             long efConstruction,
+             long randomSeed,
+             long maxElements,
+             Index.StorageDataType storageDataType)
          Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
          -
          -
          Parameters:
          +
          +
          Parameters:
          space - The space type to use when storing and comparing vectors.
          numDimensions - The number of dimensions per vector.
          indexM - Controls the degree of interconnectedness between vectors. Higher values of @@ -416,293 +576,349 @@

          Index

          storageDataType - The datatype to use under-the-hood when storing vectors. Different data type options trade off precision for memory usage and query speed; see Index.StorageDataType for available data types.
          -
      -
      • +
    + -
  • -
    -

    Method Details

    -
      -
    • -
      -

      load

      -
      public static Index load(String filename, - Index.SpaceType space, - int numDimensions, - Index.StorageDataType storageDataType)
      +
      +
        +
      • + + +

        Method Detail

        + + + +
          +
        • +

          load

          +
          public static Index load​(String filename,
+                         Index.SpaceType space,
+                         int numDimensions,
+                         Index.StorageDataType storageDataType)
          Load a Voyager index file and create a new Index initialized with the data in that file.
          -
          -
          Parameters:
          +
          +
          Parameters:
          filename - A filename to load.
          space - The Index.SpaceType to use when loading the index.
          numDimensions - The number of dimensions per vector.
          storageDataType - The Index.StorageDataType used by the index being loaded.
          -
          Returns:
          +
          Returns:
          An Index whose contents have been initialized with the data provided by the file.
          -
          Throws:
          -
          RuntimeException - if the index cannot be loaded from the file, or the file contains +
          Throws:
          +
          RuntimeException - if the index cannot be loaded from the file, or the file contains invalid data.
          -
      • -
    • -
      -

      load

      -
      public static Index load(String filename)
      +
    + + + +
      +
    • +

      load

      +
      public static Index load​(String filename)
      Load a Voyager index file and create a new Index initialized with the data in that file.
      -
      -
      Parameters:
      +
      +
      Parameters:
      filename - A filename to load.
      -
      Returns:
      +
      Returns:
      An Index whose contents have been initialized with the data provided by the file.
      -
      Throws:
      -
      RuntimeException - if the index cannot be loaded from the file, the file contains invalid +
      Throws:
      +
      RuntimeException - if the index cannot be loaded from the file, the file contains invalid data, or the file contains an older version of the Voyager file format that requires additional arguments to be provided.
      -
    • -
  • -
    -

    load

    -
    public static Index load(InputStream inputStream, - Index.SpaceType space, - int numDimensions, - Index.StorageDataType storageDataType)
    + + + + +
      +
    • +

      load

      +
      public static Index load​(InputStream inputStream,
+                         Index.SpaceType space,
+                         int numDimensions,
+                         Index.StorageDataType storageDataType)
      Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
      -
      -
      Parameters:
      -
      inputStream - A InputStream that will provide the contents of a Voyager +
      +
      Parameters:
      +
      inputStream - A InputStream that will provide the contents of a Voyager index.
      space - The Index.SpaceType to use when loading the index.
      numDimensions - The number of dimensions per vector.
      storageDataType - The Index.StorageDataType used by the index being loaded.
      -
      Returns:
      +
      Returns:
      An Index whose contents have been initialized with the data provided by the input stream.
      -
      Throws:
      -
      RuntimeException - if the index cannot be loaded from the stream, or the stream contains +
      Throws:
      +
      RuntimeException - if the index cannot be loaded from the stream, or the stream contains invalid data.
      -
    • -
  • -
    -

    load

    -
    public static Index load(InputStream inputStream)
    + + + + +
      +
    • +

      load

      +
      public static Index load​(InputStream inputStream)
      Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
      -
      -
      Parameters:
      -
      inputStream - A InputStream that will provide the contents of a Voyager +
      +
      Parameters:
      +
      inputStream - A InputStream that will provide the contents of a Voyager index.
      -
      Returns:
      +
      Returns:
      An Index whose contents have been initialized with the data provided by the input stream.
      -
      Throws:
      -
      RuntimeException - if the index cannot be loaded from the stream, or the stream contains +
      Throws:
      +
      RuntimeException - if the index cannot be loaded from the stream, or the stream contains invalid data, or the file contains an older version of the Voyager file format that requires additional arguments to be provided.
      -
    • -
  • -
    -

    close

    -
    public void close() - throws IOException
    + + + + +
      +
    • +

      close

      +
      public void close()
+           throws IOException
      Close this Index and release any memory held by it. Note that this method must be called to release the memory backing this Index; failing to do so may cause a memory leak.

      Any calls to methods after close() is called will fail, as the underlying native C++ object will have been deallocated.

      -
      -
      Specified by:
      -
      close in interface AutoCloseable
      -
      Specified by:
      -
      close in interface Closeable
      -
      Throws:
      -
      IOException - if the C++ destructor fails.
      +
      +
      Specified by:
      +
      close in interface AutoCloseable
      +
      Specified by:
      +
      close in interface Closeable
      +
      Throws:
      +
      IOException - if the C++ destructor fails.
      -
    • -
  • -
    -

    finalize

    -
    protected void finalize() - throws Throwable
    -
    -
    Overrides:
    -
    finalize in class Object
    -
    Throws:
    -
    Throwable
    + + + + +
    • -
  • -
    -

    setEf

    -
    public void setEf(long ef)
    + + + + +
      +
    • +

      setEf

      +
      public void setEf​(long ef)
      Set the default EF ("query search depth") to use when query(float[], int) is called.
      -
      -
      Parameters:
      +
      +
      Parameters:
      ef - The new default EF value to use. This value can be overridden on a per-query basis at query time.
      -
    • -
  • -
    -

    getEf

    -
    public int getEf()
    + + + + +
      +
    • +

      getEf

      +
      public int getEf()
      Get the default EF ("query search depth") that will be uses when query(float[], int) is called.
      -
      -
      Returns:
      +
      +
      Returns:
      The current default EF value, used by the Index if no value is provided at query time.
      -
    • -
  • -
    -

    getSpace

    -
    public Index.SpaceType getSpace()
    + + + + +
    • -
  • -
    -

    getNumDimensions

    -
    public int getNumDimensions()
    + + + + +
      +
    • +

      getNumDimensions

      +
      public int getNumDimensions()
      Get the number of dimensions used in this Index.
      -
      -
      Returns:
      +
      +
      Returns:
      The number of dimensions used by this Index, and which all vectors within this Index must have.
      -
    • -
  • -
    -

    setNumThreads

    -
    public void setNumThreads(int numThreads)
    + + + + +
      +
    • +

      setNumThreads

      +
      public void setNumThreads​(int numThreads)
      Set the default number of threads to use when adding multiple vectors in bulk, or when querying for multiple vectors simultaneously.
      -
      -
      Parameters:
      +
      +
      Parameters:
      numThreads - The default number of threads used for bulk-add or bulk-query methods if not overridden in each method call. Note that this affects the number of threads started for each method call - Voyager keeps no long-lived thread pool. For maximum efficiency, pass as much data as possible to each bulk-add or bulk-query method call to minimize overhead.
      -
    • -
  • -
    -

    getNumThreads

    -
    public int getNumThreads()
    + + + + +
      +
    • +

      getNumThreads

      +
      public int getNumThreads()
      Get the default number of threads used when adding multiple vectors in bulk oor when querying for multiple vectors simultaneously.
      -
      -
      Returns:
      +
      +
      Returns:
      The default number of threads used for bulk-add or bulk-query methods if not overridden in each method call.
      -
    • -
  • -
    -

    saveIndex

    -
    public void saveIndex(String pathToIndex)
    + + + + +
      +
    • +

      saveIndex

      +
      public void saveIndex​(String pathToIndex)
      Save this Index to a file at the provided filename. This file can be reloaded by using Index.load(...).
      -
      -
      Parameters:
      +
      +
      Parameters:
      pathToIndex - The output filename to write to.
      -
    • -
  • -
    -

    saveIndex

    -
    public void saveIndex(OutputStream outputStream)
    + + + + +
      +
    • +

      saveIndex

      +
      public void saveIndex​(OutputStream outputStream)
      Save this Index to the provided output stream. The stream will not be closed automatically - be sure to close the stream saveIndex has completed. The data written to the stream can be reloaded by using Index.load(...).
      -
      -
      Parameters:
      +
      +
      Parameters:
      outputStream - The output stream to write to. This stream will not be closed automatically.
      -
    • -
  • -
    -

    addItem

    -
    public void addItem(float[] vector)
    + + + + +
      +
    • +

      addItem

      +
      public void addItem​(float[] vector)
      Add an item (a vector) to this Index. The item will automatically be given an identifier equal to the return value of getNumElements().
      -
      -
      Parameters:
      +
      +
      Parameters:
      vector - The vector to add to the index.
      -
      Throws:
      -
      RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
      +
      Throws:
      +
      RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
      -
    • -
  • -
    -

    addItem

    -
    public void addItem(float[] vector, - long id)
    + + + + +
      +
    • +

      addItem

      +
      public void addItem​(float[] vector,
+                    long id)
      Add an item (a vector) to this Index with the provided identifier.
      -
      -
      Parameters:
      +
      +
      Parameters:
      vector - The vector to add to the index.
      id - The 64-bit integer denoting the identifier of this vector.
      -
      Throws:
      -
      RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
      +
      Throws:
      +
      RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
      -
    • -
  • -
    -

    addItems

    -
    public void addItems(float[][] vectors, - int numThreads)
    + + + + +
      +
    • +

      addItems

      +
      public void addItems​(float[][] vectors,
+                     int numThreads)
      Add multiple items (vectors) to this Index.
      -
      -
      Parameters:
      +
      +
      Parameters:
      vectors - The vectors to add to the index.
      numThreads - The number of threads to use when adding the provided vectors. If -1 (the default), the number of CPUs available on the current machine will be used.
      -
      Throws:
      -
      RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
      +
      Throws:
      +
      RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
      -
    • -
  • -
    -

    addItems

    -
    public void addItems(float[][] vectors, - long[] ids, - int numThreads)
    + + + + +
      +
    • +

      addItems

      +
      public void addItems​(float[][] vectors,
+                     long[] ids,
+                     int numThreads)
      Add multiple items (vectors) to this Index.
      -
      -
      Parameters:
      +
      +
      Parameters:
      vectors - The vectors to add to the index.
      ids - The 64-bit identifiers that correspond with each of the provided vectors.
      numThreads - The number of threads to use when adding the provided vectors. If -1 (the @@ -710,128 +926,149 @@

      addItems

      causes a temporary C++ thread pool to be used. Instead of calling addItems(float[][],int) in a tight loop, consider passing more data to each addItems(float[][],int) call instead to reduce overhead.
      -
      Throws:
      -
      RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
      -
      RuntimeException - If the list of IDs does not have the same length as the list of +
      Throws:
      +
      RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
      +
      RuntimeException - If the list of IDs does not have the same length as the list of provided vectors.
      -
    • -
  • -
    -

    getVector

    -
    public float[] getVector(long id)
    + + + + +
      +
    • +

      getVector

      +
      public float[] getVector​(long id)
      Get the vector for the provided identifier.
      -
      -
      Parameters:
      +
      +
      Parameters:
      id - The identifier whose vector will be fetched.
      -
      Returns:
      +
      Returns:
      A float array representing the values of the vector.
      -
      Throws:
      -
      RuntimeException - If the provided identifier is not present in the Index.
      +
      Throws:
      +
      RuntimeException - If the provided identifier is not present in the Index.
      -
    • -
  • -
    -

    getVectors

    -
    public float[][] getVectors(long[] ids)
    + + + + +
      +
    • +

      getVectors

      +
      public float[][] getVectors​(long[] ids)
      Get the vectors for a provided array of identifiers.
      -
      -
      Parameters:
      +
      +
      Parameters:
      ids - The identifiers whose vector will be fetched.
      -
      Returns:
      +
      Returns:
      A nested float array representing the values of the vectors corresponding with each ID.
      -
      Throws:
      -
      RuntimeException - If any of the provided identifiers are not present in the Index.
      +
      Throws:
      +
      RuntimeException - If any of the provided identifiers are not present in the Index.
      -
    • -
  • -
    -

    getIDs

    -
    public long[] getIDs()
    + + + + +
      +
    • +

      getIDs

      +
      public long[] getIDs()
      Get the list of identifiers currently stored by this index.
      -
      -
      Returns:
      +
      +
      Returns:
      a long array of identifiers.
      -
    • -
  • -
    -

    query

    -
    public Index.QueryResults query(float[] queryVector, - int k)
    + + + + +
      +
    • +

      query

      +
      public Index.QueryResults query​(float[] queryVector,
+                                int k)
      Query this Index for approximate nearest neighbors of a single query vector.
      -
      -
      Parameters:
      +
      +
      Parameters:
      queryVector - A query vector to use for searching.
      k - The number of nearest neighbors to return.
      -
      Returns:
      +
      Returns:
      A Index.QueryResults object, containing the neighbors found that are (approximately) nearest to the query vector.
      -
      Throws:
      -
      RuntimeException - if fewer than k results can be found in the index.
      +
      Throws:
      +
      RuntimeException - if fewer than k results can be found in the index.
      -
    • -
  • -
    -

    query

    -
    public Index.QueryResults[] query(float[][] queryVectors, - int k, - int numThreads)
    + + + + +
      +
    • +

      query

      +
      public Index.QueryResults[] query​(float[][] queryVectors,
+                                  int k,
+                                  int numThreads)
      Query this Index for approximate nearest neighbors of multiple query vectors.
      -
      -
      Parameters:
      +
      +
      Parameters:
      queryVectors - The query vectors to use for searching.
      k - The number of nearest neighbors to return for each query vector
      numThreads - The number of threads to use when searching. If -1, all available CPU cores will be used. Note that passing a number of threads other than 1 will cause a temporary C++ thread pool to be used. Instead of calling query(float[],int) in a tight loop, consider passing more data to each call instead to reduce overhead.
      -
      Returns:
      +
      Returns:
      An array of Index.QueryResults objects, each containing the neighbors found that are (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
      -
      Throws:
      -
      RuntimeException - if fewer than k results can be found in the index for one or +
      Throws:
      +
      RuntimeException - if fewer than k results can be found in the index for one or more queries.
      -
    • -
  • -
    -

    query

    -
    public Index.QueryResults query(float[] queryVector, - int k, - long queryEf)
    + + + + +
      +
    • +

      query

      +
      public Index.QueryResults query​(float[] queryVector,
+                                int k,
+                                long queryEf)
      Query this Index for approximate nearest neighbors of a single query vector.
      -
      -
      Parameters:
      +
      +
      Parameters:
      queryVector - A query vector to use for searching.
      k - The number of nearest neighbors to return.
      queryEf - The per-query "ef" value to use. Larger values produce more accurate results at the expense of query time.
      -
      Returns:
      +
      Returns:
      A Index.QueryResults object, containing the neighbors found that are (approximately) nearest to the query vector.
      -
      Throws:
      -
      RuntimeException - if fewer than k results can be found in the index.
      +
      Throws:
      +
      RuntimeException - if fewer than k results can be found in the index.
      -
    • -
  • -
    -

    query

    -
    public Index.QueryResults[] query(float[][] queryVectors, - int k, - int numThreads, - long queryEf)
    + + + + +
      +
    • +

      query

      +
      public Index.QueryResults[] query​(float[][] queryVectors,
+                                  int k,
+                                  int numThreads,
+                                  long queryEf)
      Query this Index for approximate nearest neighbors of multiple query vectors.
      -
      -
      Parameters:
      +
      +
      Parameters:
      queryVectors - The query vectors to use for searching.
      k - The number of nearest neighbors to return for each query vector
      numThreads - The number of threads to use when searching. If -1, all available CPU cores @@ -840,115 +1077,194 @@

      query

      more data to each call instead to reduce overhead.
      queryEf - The per-query "ef" value to use. Larger values produce more accurate results at the expense of query time.
      -
      Returns:
      +
      Returns:
      An array of Index.QueryResults objects, each containing the neighbors found that are (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
      -
      Throws:
      -
      RuntimeException - if fewer than k results can be found in the index for one or +
      Throws:
      +
      RuntimeException - if fewer than k results can be found in the index for one or more queries.
      -
    • -
  • -
    -

    markDeleted

    -
    public void markDeleted(long label)
    + + + + +
      +
    • +

      markDeleted

      +
      public void markDeleted​(long label)
      Mark an element of the index as deleted. Deleted elements will be skipped when querying, but will still be present in the index.
      -
      -
      Parameters:
      +
      +
      Parameters:
      label - The ID of the element to mark as deleted.
      -
      Throws:
      -
      RuntimeException - If the provided identifier is not present in the Index.
      +
      Throws:
      +
      RuntimeException - If the provided identifier is not present in the Index.
      -
    • -
  • -
    -

    unmarkDeleted

    -
    public void unmarkDeleted(long label)
    + + + + +
      +
    • +

      unmarkDeleted

      +
      public void unmarkDeleted​(long label)
      Un-mark an element of the index as deleted, making it available again.
      -
      -
      Parameters:
      +
      +
      Parameters:
      label - The ID of the element to unmark as deleted.
      -
      Throws:
      -
      RuntimeException - If the provided identifier is not present in the Index.
      +
      Throws:
      +
      RuntimeException - If the provided identifier is not present in the Index.
      -
    • -
  • -
    -

    resizeIndex

    -
    public void resizeIndex(long newSize)
    + + + + +
      +
    • +

      resizeIndex

      +
      public void resizeIndex​(long newSize)
      Change the maximum number of elements currently storable by this Index. This operation reallocates the memory used by the index and can be quite slow, so it may be useful to set the maximum number of elements in advance if that number is known.
      -
      -
      Parameters:
      +
      +
      Parameters:
      newSize - The new number of maximum elements to resize this Index to.
      -
    • -
  • -
    -

    getMaxElements

    -
    public long getMaxElements()
    + + + + +
      +
    • +

      getMaxElements

      +
      public long getMaxElements()
      Get the maximum number of elements currently storable by this Index. If more elements are added than getMaxElements(), the index will be automatically (but slowly) resized.
      -
      -
      Returns:
      +
      +
      Returns:
      The number of elements (vectors) that are currently storable in this Index.
      -
    • -
  • -
    -

    getNumElements

    -
    public long getNumElements()
    + + + + +
      +
    • +

      getNumElements

      +
      public long getNumElements()
      Get the number of elements currently in this Index.
      -
      -
      Returns:
      +
      +
      Returns:
      The number of elements (vectors) in this Index. This count includes any deleted elements.
      -
    • -
  • -
    -

    getEfConstruction

    -
    public long getEfConstruction()
    + + + + +
      +
    • +

      getEfConstruction

      +
      public long getEfConstruction()
      Get the EF Construction value used when adding new elements to this Index.
      -
      -
      Returns:
      +
      +
      Returns:
      The current EF Construction value (i.e.: the number of neighbors to search for when adding new elements).
      -
    • -
  • -
    -

    getM

    -
    public long getM()
    + + + + +
      +
    • +

      getM

      +
      public long getM()
      Get the M value used when adding new elements to this Index.
      -
      -
      Returns:
      +
      +
      Returns:
      The current M value (i.e.: the number of links between adjacent vectors to create when adding elements).
      -
    • - - + + +
    + +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html b/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html index b26747cb..ecb59a12 100644 --- a/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html @@ -1,219 +1,388 @@ + - -StringIndex.QueryResults (voyager 2.0.1 API) - + +StringIndex.QueryResults (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + +
    -
    -
    +
    -
    Package com.spotify.voyager.jni
    -

    Class StringIndex.QueryResults

    -
    -
    java.lang.Object -
    com.spotify.voyager.jni.StringIndex.QueryResults
    +
    Package com.spotify.voyager.jni
    +

    Class StringIndex.QueryResults

    -
    -
    +
    + +
    +
      +
    • +
      Enclosing class:
      StringIndex
      -
      public static class StringIndex.QueryResults -extends Object
      +
      public static class StringIndex.QueryResults
+extends Object
      A wrapper class for nearest neighbor query results.
      -
    -
    -
    -
    -

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
    +
    +
    +
    +
      +
    • -
    • -
      -

      Constructor Details

      -
        -
      • -
        -

        QueryResults

        -
        public QueryResults(String[] names, - float[] distances)
        -
        +
        +
          +
        • + + +

          Constructor Detail

          + + + +
            +
          • +

            QueryResults

            +
            public QueryResults​(String[] names,
+                    float[] distances)
          -
        • - -
      • -
        -

        Method Details

        -
          -
        • -
          -

          getNames

          -
          public String[] getNames()
          +
        + +
        +
          +
        • + + +

          Method Detail

          + + + +
            +
          • +

            getNames

            +
            public String[] getNames()
            • -
          • -
            -

            getDistances

            -
            public float[] getDistances()
            -
            +
          + + + +
            +
          • +

            getDistances

            +
            public float[] getDistances()
            • -
          • -
            -

            getName

            -
            public String getName(int index)
            -
            +
          + + + +
            +
          • +

            getName

            +
            public String getName​(int index)
            • -
          • -
            -

            getDistance

            -
            public float getDistance(int index)
            -
            +
          + + + +
            +
          • +

            getDistance

            +
            public float getDistance​(int index)
            • -
          • -
            -

            getNumResults

            -
            public int getNumResults()
            -
            +
          + + + +
            +
          • +

            getNumResults

            +
            public int getNumResults()
            • -
          • -
            -

            toString

            -
            public String toString()
            -
            -
            Overrides:
            -
            toString in class Object
            +
          + + + +
      -
    - + + +
    + +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/StringIndex.html b/docs/java/com/spotify/voyager/jni/StringIndex.html index fd50e650..cf4753c9 100644 --- a/docs/java/com/spotify/voyager/jni/StringIndex.html +++ b/docs/java/com/spotify/voyager/jni/StringIndex.html @@ -1,262 +1,378 @@ + - -StringIndex (voyager 2.0.1 API) - + +StringIndex (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + +
    -
    -
    +
    -
    Package com.spotify.voyager.jni
    -

    Class StringIndex

    -
    -
    java.lang.Object -
    com.spotify.voyager.jni.StringIndex
    +
    Package com.spotify.voyager.jni
    +

    Class StringIndex

    -
    -
    +
    + +
    +
      +
    • +
      All Implemented Interfaces:
      -
      Closeable, AutoCloseable
      +
      Closeable, AutoCloseable
      -
      public class StringIndex -extends Object -implements Closeable
      +
      public class StringIndex
+extends Object
+implements Closeable
      Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.

      StringIndex can only accommodate up to 2^31 - 1 (2.1B) items, despite typical Voyager indices allowing up to 2^63 - 1 (9e18) items.

      -
    -
    -
      + +
    +
    +
    + + -
  • -
    -

    Method Details

    - + + + +
      +
    • +

      load

      +
      public static StringIndex load​(InputStream indexInputStream,
+                               InputStream nameListInputStream,
+                               Index.SpaceType spaceType,
+                               int numDimensions,
+                               Index.StorageDataType storageDataType)
      Load a previously constructed index from the provided input streams. It is important that the dimensions, space type, and storage data type provided are the same that the index was constructed with.
      -
      -
      Parameters:
      +
      +
      Parameters:
      indexInputStream - input stream pointing to the underlying HNSW index
      nameListInputStream - input stream pointing to the JSON encoded names list
      spaceType -
      numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
      storageDataType -
      -
      Returns:
      +
      Returns:
      reference to the loaded StringIndex
      -
      See Also:
      -
      - -
      +
      See Also:
      +
      Index.SpaceType, +Index.StorageDataType
      -
    • -
  • -
    -

    load

    -
    public static StringIndex load(String indexFilename, - String nameListFilename)
    -
    Load a previously constructed index from the provided file location. The space type, dimensions, and storage data type are read from the file metadata.
    -
    -
    Parameters:
    + + + + +
      +
    • +

      load

      +
      public static StringIndex load​(String indexFilename,
+                               String nameListFilename)
      +
      Load a previously constructed index from the provided file location. The space type, + dimensions, and storage data type are read from the file metadata.
      +
      +
      Parameters:
      indexFilename - Filename of the underlying HNSW index
      nameListFilename - Filename of the JSON encoded names list
      -
      Returns:
      +
      Returns:
      reference to the loaded StringIndex
      -
    • -
  • -
    -

    load

    -
    public static StringIndex load(InputStream indexInputStream, - InputStream nameListInputStream)
    -
    Load a previously constructed index from the provided input stream. The space type, dimensions, and storage data type are read from the file metadata.
    -
    -
    Parameters:
    + + + + +
      +
    • +

      load

      +
      public static StringIndex load​(InputStream indexInputStream,
+                               InputStream nameListInputStream)
      +
      Load a previously constructed index from the provided input stream. The space type, dimensions, + and storage data type are read from the file metadata.
      +
      +
      Parameters:
      indexInputStream - input stream pointing to the underlying HNSW index
      nameListInputStream - input stream pointing to the JSON encoded names list
      -
      Returns:
      +
      Returns:
      reference to the loaded StringIndex
      -
    • -
  • -
    -

    saveIndex

    -
    public void saveIndex(String outputDirectory) - throws IOException
    + + + + +
      +
    • +

      saveIndex

      +
      public void saveIndex​(String outputDirectory)
+               throws IOException
      Save the underlying index and JSON encoded name list to the provided output directory
      -
      -
      Parameters:
      +
      +
      Parameters:
      outputDirectory - directory to output files to
      -
      Throws:
      -
      IOException - when there is an error writing to JSON or saving to disk
      +
      Throws:
      +
      IOException - when there is an error writing to JSON or saving to disk
      -
    • -
  • -
    -

    saveIndex

    -
    public void saveIndex(String outputDirectory, - String indexFilename, - String nameListFilename) - throws IOException
    -
    -
    Throws:
    -
    IOException
    + + + + +
    • -
  • -
    -

    saveIndex

    -
    public void saveIndex(OutputStream indexOutputStream, - OutputStream namesListOutputStream) - throws IOException
    + + + + +
      +
    • +

      saveIndex

      +
      public void saveIndex​(OutputStream indexOutputStream,
+                      OutputStream namesListOutputStream)
+               throws IOException
      Save the underlying HNSW index and JSON encoded names list to the provided output streams
      -
      -
      Parameters:
      +
      +
      Parameters:
      indexOutputStream - output stream pointing to the location to save the HNSW index
      namesListOutputStream - output stream pointing to the location to save the JSON names list
      -
      Throws:
      -
      IOException - when there is an error writing to JSON or the output streams
      +
      Throws:
      +
      IOException - when there is an error writing to JSON or the output streams
      -
    • -
  • -
    -

    addItem

    -
    public void addItem(String name, - float[] vector)
    -
    + + + + +
      +
    • +

      addItem

      +
      public void addItem​(String name,
+                    float[] vector)
      • -
    • -
      -

      addItem

      -
      public void addItem(String name, - List<Float> vector)
      -
      +
    + + + + + + + + + + + +
      +
    • +

      query

      +
      public StringIndex.QueryResults query​(float[] queryVector,
+                                      int numNeighbors,
+                                      int ef)
      Find the nearest neighbors of the provided embedding.
      -
      -
      Parameters:
      +
      +
      Parameters:
      queryVector - The vector to center the search around.
      numNeighbors - The number of neighbors to return. The number of results returned may be smaller than this value if the index does not contain enough items.
      @@ -448,39 +593,100 @@

      query

      Increasing this value can improve recall (up to a point) at the cost of increased search latency. The minimum value of this parameter is the requested number of neighbors, and the maximum value is the number of items in the index. -
      Returns:
      +
      Returns:
      a QueryResults object, containing the names of the neighbors and each neighbor's distance from the query vector, sorted in ascending order of distance
      -
      • -
    • -
      -

      close

      -
      public void close() - throws IOException
      -
      -
      Specified by:
      -
      close in interface AutoCloseable
      -
      Specified by:
      -
      close in interface Closeable
      -
      Throws:
      -
      IOException
      +
    + + + + -
    • - + + +
    + +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html b/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html index 3126af38..39135421 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html @@ -1,114 +1,226 @@ + - -Uses of Class com.spotify.voyager.jni.Index.QueryResults (voyager 2.0.1 API) - + +Uses of Class com.spotify.voyager.jni.Index.QueryResults (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + +
    -
    -

    Uses of Class
    com.spotify.voyager.jni.Index.QueryResults

    +

    Uses of Class
    com.spotify.voyager.jni.Index.QueryResults

    -
    Packages that use Index.QueryResults
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager.jni
    -
    +
    + +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html b/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html index 6c8a267d..2ba232fd 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html @@ -1,186 +1,315 @@ + - -Uses of Enum com.spotify.voyager.jni.Index.SpaceType (voyager 2.0.1 API) - + +Uses of Class com.spotify.voyager.jni.Index.SpaceType (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + +
    -
    -

    Uses of Enum
    com.spotify.voyager.jni.Index.SpaceType

    +

    Uses of Class
    com.spotify.voyager.jni.Index.SpaceType

    -
    Packages that use Index.SpaceType
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager.jni
    -
    +
    + +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html b/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html index f7359deb..b495e421 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html @@ -1,168 +1,293 @@ + - -Uses of Enum com.spotify.voyager.jni.Index.StorageDataType (voyager 2.0.1 API) - + +Uses of Class com.spotify.voyager.jni.Index.StorageDataType (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + +
    -
    -

    Uses of Enum
    com.spotify.voyager.jni.Index.StorageDataType

    +

    Uses of Class
    com.spotify.voyager.jni.Index.StorageDataType

    -
    Packages that use Index.StorageDataType
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager.jni
    -
    +
    + +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.html b/docs/java/com/spotify/voyager/jni/class-use/Index.html index a7f682a6..b0d432f3 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.html @@ -1,116 +1,228 @@ + - -Uses of Class com.spotify.voyager.jni.Index (voyager 2.0.1 API) - + +Uses of Class com.spotify.voyager.jni.Index (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + +
    -
    -

    Uses of Class
    com.spotify.voyager.jni.Index

    +

    Uses of Class
    com.spotify.voyager.jni.Index

    -
    Packages that use Index
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager.jni
    -
    +
    + +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html index db8c7d69..c7a3fcb3 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html @@ -1,93 +1,199 @@ + - -Uses of Class com.spotify.voyager.jni.StringIndex.QueryResults (voyager 2.0.1 API) - + +Uses of Class com.spotify.voyager.jni.StringIndex.QueryResults (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + +
    -
    -

    Uses of Class
    com.spotify.voyager.jni.StringIndex.QueryResults

    +

    Uses of Class
    com.spotify.voyager.jni.StringIndex.QueryResults

    -
    Packages that use StringIndex.QueryResults
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager.jni
    -
    +
    + +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html index c33b79c9..662fe29c 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html +++ b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html @@ -1,116 +1,228 @@ + - -Uses of Class com.spotify.voyager.jni.StringIndex (voyager 2.0.1 API) - + +Uses of Class com.spotify.voyager.jni.StringIndex (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + +
    -
    -

    Uses of Class
    com.spotify.voyager.jni.StringIndex

    +

    Uses of Class
    com.spotify.voyager.jni.StringIndex

    -
    Packages that use StringIndex
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager.jni
    -
    +
    + +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/package-summary.html b/docs/java/com/spotify/voyager/jni/package-summary.html index 26d67965..ac831a0d 100644 --- a/docs/java/com/spotify/voyager/jni/package-summary.html +++ b/docs/java/com/spotify/voyager/jni/package-summary.html @@ -1,136 +1,217 @@ + - -com.spotify.voyager.jni (voyager 2.0.1 API) - + +com.spotify.voyager.jni (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + +
    -
    -

    Package com.spotify.voyager.jni

    +

    Package com.spotify.voyager.jni

    -
    -
    package com.spotify.voyager.jni
    -
    +
    +
    + +
    Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
    -
    -
      -
    • - -
      • -
    • -
      -
      -
      -
      -
      Class
      -
      Description
      -
      Index
      -
      +
        +
      • + + + + + + + + + + + + + + + + + + + + + + + + +
        Class Summary 
        ClassDescription
        Index
        A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors.
        - -
        Index.QueryResults
        -
        +
        Index.QueryResults
        A container for query results, returned by Index.
        - -
        Index.SpaceType
        -
        -
        The space, also known as distance metric, to use when searching.
        -
        -
        Index.StorageDataType
        -
        -
        The datatype used to use when storing vectors on disk.
        -
        -
        StringIndex
        -
        +
        StringIndex
        Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.
        - -
        StringIndex.QueryResults
        -
        +
        StringIndex.QueryResults
        A wrapper class for nearest neighbor query results.
        - - - - +
        +
        • +
      • + + + + + + + + + + + + + + + + +
        Enum Summary 
        EnumDescription
        Index.SpaceType +
        The space, also known as distance metric, to use when searching.
        +
        Index.StorageDataType +
        The datatype used to use when storing vectors on disk.
        +
      -
    +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/package-tree.html b/docs/java/com/spotify/voyager/jni/package-tree.html index 145045c2..a4c770d4 100644 --- a/docs/java/com/spotify/voyager/jni/package-tree.html +++ b/docs/java/com/spotify/voyager/jni/package-tree.html @@ -1,94 +1,182 @@ + - -com.spotify.voyager.jni Class Hierarchy (voyager 2.0.1 API) - + +com.spotify.voyager.jni Class Hierarchy (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + +
    -

    Hierarchy For Package com.spotify.voyager.jni

    -Package Hierarchies: +Package Hierarchies:
    -
    +
    +

    Class Hierarchy

    -
    +

    Enum Hierarchy

    +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/package-use.html b/docs/java/com/spotify/voyager/jni/package-use.html index 764458dd..a8c6e149 100644 --- a/docs/java/com/spotify/voyager/jni/package-use.html +++ b/docs/java/com/spotify/voyager/jni/package-use.html @@ -1,110 +1,220 @@ + - -Uses of Package com.spotify.voyager.jni (voyager 2.0.1 API) - + +Uses of Package com.spotify.voyager.jni (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + +
    -

    Uses of Package
    com.spotify.voyager.jni

    -
    Packages that use com.spotify.voyager.jni
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager.jni
    -
    +
    + - +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html b/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html index 32d74744..777a6d58 100644 --- a/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html +++ b/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html @@ -1,163 +1,307 @@ + - -JniLibExtractor (voyager 2.0.1 API) - + +JniLibExtractor (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + + -
    -
    +
    -
    Package com.spotify.voyager.jni.utils
    -

    Class JniLibExtractor

    +
    Package com.spotify.voyager.jni.utils
    +

    Class JniLibExtractor

    -
    java.lang.Object -
    com.spotify.voyager.jni.utils.JniLibExtractor
    -
    -
    -
    -
    public class JniLibExtractor -extends Object
    -
    -
    -
    +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/utils/TinyJson.html b/docs/java/com/spotify/voyager/jni/utils/TinyJson.html index 8ef67736..bc91109b 100644 --- a/docs/java/com/spotify/voyager/jni/utils/TinyJson.html +++ b/docs/java/com/spotify/voyager/jni/utils/TinyJson.html @@ -1,181 +1,330 @@ + - -TinyJson (voyager 2.0.1 API) - + +TinyJson (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + + -
    -
    +
    -
    Package com.spotify.voyager.jni.utils
    -

    Class TinyJson

    +
    Package com.spotify.voyager.jni.utils
    +

    Class TinyJson

    -
    java.lang.Object -
    com.spotify.voyager.jni.utils.TinyJson
    -
    -
    +
    + +
    +
      +
    • -
      public class TinyJson -extends Object
      +
      public class TinyJson
+extends Object
      A dependency-free, super tiny JSON serde class that only supports reading and writing lists of strings.
      -
    -
    -
    -
    -

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
    +
    +
    +
    + - + + +
    +
    +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html b/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html index 9360855b..2b3d08bd 100644 --- a/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html +++ b/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html @@ -1,62 +1,149 @@ + - -Uses of Class com.spotify.voyager.jni.utils.JniLibExtractor (voyager 2.0.1 API) - + +Uses of Class com.spotify.voyager.jni.utils.JniLibExtractor (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + + -
    -

    Uses of Class
    com.spotify.voyager.jni.utils.JniLibExtractor

    +

    Uses of Class
    com.spotify.voyager.jni.utils.JniLibExtractor

    -No usage of com.spotify.voyager.jni.utils.JniLibExtractor
    +
    No usage of com.spotify.voyager.jni.utils.JniLibExtractor
    +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html b/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html index 50631593..b7b3848f 100644 --- a/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html +++ b/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html @@ -1,62 +1,149 @@ + - -Uses of Class com.spotify.voyager.jni.utils.TinyJson (voyager 2.0.1 API) - + +Uses of Class com.spotify.voyager.jni.utils.TinyJson (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + + -
    -

    Uses of Class
    com.spotify.voyager.jni.utils.TinyJson

    +

    Uses of Class
    com.spotify.voyager.jni.utils.TinyJson

    -No usage of com.spotify.voyager.jni.utils.TinyJson
    +
    No usage of com.spotify.voyager.jni.utils.TinyJson
    +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/utils/package-summary.html b/docs/java/com/spotify/voyager/jni/utils/package-summary.html index 05e6774c..94a71419 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-summary.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-summary.html @@ -1,105 +1,174 @@ + - -com.spotify.voyager.jni.utils (voyager 2.0.1 API) - + +com.spotify.voyager.jni.utils (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + + -
    -

    Package com.spotify.voyager.jni.utils

    -
    -
    -
    package com.spotify.voyager.jni.utils
    -
    -
      -
    • - -
      • -
    • -
      -
      Classes
      -
      -
      Class
      -
      Description
      -
      JniLibExtractor
      -
       
      -
      TinyJson
      -
      +
      +
        +
      • + + + + + + + + + + + + + + + + +
        Class Summary 
        ClassDescription
        JniLibExtractor 
        TinyJson
        A dependency-free, super tiny JSON serde class that only supports reading and writing lists of strings.
        - - - +
      -
    +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/utils/package-tree.html b/docs/java/com/spotify/voyager/jni/utils/package-tree.html index 1738bdf2..9f26b212 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-tree.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-tree.html @@ -1,77 +1,165 @@ + - -com.spotify.voyager.jni.utils Class Hierarchy (voyager 2.0.1 API) - + +com.spotify.voyager.jni.utils Class Hierarchy (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + + -

    Hierarchy For Package com.spotify.voyager.jni.utils

    -Package Hierarchies: +Package Hierarchies:
    -
    +
    +

    Class Hierarchy

    +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/utils/package-use.html b/docs/java/com/spotify/voyager/jni/utils/package-use.html index 11c484ee..1c089783 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-use.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-use.html @@ -1,62 +1,149 @@ + - -Uses of Package com.spotify.voyager.jni.utils (voyager 2.0.1 API) - + +Uses of Package com.spotify.voyager.jni.utils (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + + -

    Uses of Package
    com.spotify.voyager.jni.utils

    -No usage of com.spotify.voyager.jni.utils
    +
    No usage of com.spotify.voyager.jni.utils
    +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/package-summary.html b/docs/java/com/spotify/voyager/package-summary.html index 71e42e48..6ed69d00 100644 --- a/docs/java/com/spotify/voyager/package-summary.html +++ b/docs/java/com/spotify/voyager/package-summary.html @@ -1,67 +1,105 @@ + - -com.spotify.voyager (voyager 2.0.1 API) - + +com.spotify.voyager (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + + -
    -

    Package com.spotify.voyager

    +

    Package com.spotify.voyager

    -
    -
    package com.spotify.voyager
    -
    +
    +
    + +
    Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector data. For most use cases, Index will be the primary interface to Voyager's functionality. @@ -87,29 +125,54 @@

    Package com.spotify.voyage index.saveIndex("my_tiny_index.voy");

    -
    -
      -
    • - -
      • -
    -
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/package-tree.html b/docs/java/com/spotify/voyager/package-tree.html index bdc3e56e..b658c470 100644 --- a/docs/java/com/spotify/voyager/package-tree.html +++ b/docs/java/com/spotify/voyager/package-tree.html @@ -1,66 +1,152 @@ + - -com.spotify.voyager Class Hierarchy (voyager 2.0.1 API) - + +com.spotify.voyager Class Hierarchy (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + + -

    Hierarchy For Package com.spotify.voyager

    -Package Hierarchies: +Package Hierarchies:
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/package-use.html b/docs/java/com/spotify/voyager/package-use.html index 225d8f99..b672c230 100644 --- a/docs/java/com/spotify/voyager/package-use.html +++ b/docs/java/com/spotify/voyager/package-use.html @@ -1,62 +1,149 @@ + - -Uses of Package com.spotify.voyager (voyager 2.0.1 API) - + +Uses of Package com.spotify.voyager (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + + -

    Uses of Package
    com.spotify.voyager

    -No usage of com.spotify.voyager
    +
    No usage of com.spotify.voyager
    +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/constant-values.html b/docs/java/constant-values.html index 377d6d02..8f3e48fd 100644 --- a/docs/java/constant-values.html +++ b/docs/java/constant-values.html @@ -2,8 +2,8 @@ - -Constant Field Values (voyager 2.0.1 API) + +Constant Field Values (voyager 2.0.2 API) @@ -21,7 +21,7 @@ - - + + + + + - - -
    -
    +
     
    + + -
    -

    JavaDoc Help

    - -
    -
    -

    Navigation

    -Starting from the Overview page, you can browse the documentation using the links in each page, and in the navigation bar at the top of each page. The Index and Search box allow you to navigate to specific declarations and summary pages, including: All Packages, All Classes and Interfaces - +
    +

    How This API Document Is Organized

    +
    This API (Application Programming Interface) document has pages corresponding to the items in the navigation bar, described as follows.
    -
    -
    -

    Kinds of Pages

    -The following sections describe the different kinds of pages in this collection. -
    -

    Overview

    +
    +
      +
    • +
      +

      Overview

      The Overview page is the front page of this API document and provides a list of all packages with a summary for each. This page can also contain an overall description of the set of packages.

      -
      -

      Package

      -

      Each package has a page that contains a list of its classes and interfaces, with a summary for each. These pages may contain the following categories:

      -
        + +
      • +
        +

        Package

        +

        Each package has a page that contains a list of its classes and interfaces, with a summary for each. These pages may contain six categories:

        +
        • Interfaces
        • Classes
        • Enums
          • @@ -111,10 +118,12 @@

          Package

        • Annotation Types
        -
        -

        Class or Interface

        -

        Each class, interface, nested class and nested interface has its own separate page. Each of these pages has three sections consisting of a declaration and description, member summary tables, and detailed member descriptions. Entries in each of these sections are omitted if they are empty or not applicable.

        -
          + +
        • +
          +

          Class or Interface

          +

          Each class, interface, nested class and nested interface has its own separate page. Each of these pages has three sections consisting of a class/interface description, summary tables, and detailed member descriptions:

          +
          • Class Inheritance Diagram
          • Direct Subclasses
          • All Known Subinterfaces
            • @@ -123,64 +132,150 @@

            Class or Interface

          • Class or Interface Description

          -
            +
            • Nested Class Summary
              • -
            • Enum Constant Summary
            • Field Summary
            • Property Summary
            • Constructor Summary
            • Method Summary
              • -
            • Required Element Summary
              • -
            • Optional Element Summary

            -
              -
            • Enum Constant Details
              • -
            • Field Details
              • -
            • Property Details
              • -
            • Constructor Details
              • -
            • Method Details
              • -
            • Element Details
              • +
                +
              • Field Detail
                • +
              • Property Detail
                • +
              • Constructor Detail
                • +
              • Method Detail
              -

              Note: Annotation interfaces have required and optional elements, but not methods. Only enum classes have enum constants. The components of a record class are displayed as part of the declaration of the record class. Properties are a feature of JavaFX.

              -

              The summary entries are alphabetical, while the detailed descriptions are in the order they appear in the source code. This preserves the logical groupings established by the programmer.

              +

              Each summary entry contains the first sentence from the detailed description for that item. The summary entries are alphabetical, while the detailed descriptions are in the order they appear in the source code. This preserves the logical groupings established by the programmer.

          -
          -

          Other Files

          -

          Packages and modules may contain pages with additional information related to the declarations nearby.

          +
          • +
        • +
          +

          Annotation Type

          +

          Each annotation type has its own separate page with the following sections:

          +
            +
          • Annotation Type Declaration
            • +
          • Annotation Type Description
            • +
          • Required Element Summary
            • +
          • Optional Element Summary
            • +
          • Element Detail
            • +
          +
          +
          • +
        • +
          +

          Enum

          +

          Each enum has its own separate page with the following sections:

          +
            +
          • Enum Declaration
            • +
          • Enum Description
            • +
          • Enum Constant Summary
            • +
          • Enum Constant Detail
            • +
          -
          -

          Use

          -

          Each documented package, class and interface has its own Use page. This page describes what packages, classes, methods, constructors and fields use any part of the given class or package. Given a class or interface A, its Use page includes subclasses of A, fields declared as A, methods that return A, and methods and constructors with parameters of type A. You can access this page by first going to the package, class or interface, then clicking on the USE link in the navigation bar.

          +
          • +
        • +
          +

          Use

          +

          Each documented package, class and interface has its own Use page. This page describes what packages, classes, methods, constructors and fields use any part of the given class or package. Given a class or interface A, its "Use" page includes subclasses of A, fields declared as A, methods that return A, and methods and constructors with parameters of type A. You can access this page by first going to the package, class or interface, then clicking on the "Use" link in the navigation bar.

          -
          -

          Tree (Class Hierarchy)

          +
          • +
        • +
          +

          Tree (Class Hierarchy)

          There is a Class Hierarchy page for all packages, plus a hierarchy for each package. Each hierarchy page contains a list of classes and a list of interfaces. Classes are organized by inheritance structure starting with java.lang.Object. Interfaces do not inherit from java.lang.Object.

          -
            -
          • When viewing the Overview page, clicking on TREE displays the hierarchy for all packages.
            • -
          • When viewing a particular package, class or interface page, clicking on TREE displays the hierarchy for only that package.
            • +
              +
            • When viewing the Overview page, clicking on "Tree" displays the hierarchy for all packages.
              • +
            • When viewing a particular package, class or interface page, clicking on "Tree" displays the hierarchy for only that package.
          -
          -

          All Packages

          -

          The All Packages page contains an alphabetic index of all packages contained in the documentation.

          +
          • +
        • +
          +

          Deprecated API

          +

          The Deprecated API page lists all of the API that have been deprecated. A deprecated API is not recommended for use, generally due to improvements, and a replacement API is usually given. Deprecated APIs may be removed in future implementations.

          -
          -

          All Classes and Interfaces

          -

          The All Classes and Interfaces page contains an alphabetic index of all classes and interfaces contained in the documentation, including annotation interfaces, enum classes, and record classes.

          +
          • +
        • +
          +

          Index

          +

          The Index contains an alphabetic index of all classes, interfaces, constructors, methods, and fields, as well as lists of all packages and all classes.

          -
          -

          Index

          -

          The Index contains an alphabetic index of all classes, interfaces, constructors, methods, and fields in the documentation, as well as summary pages such as All Packages, All Classes and Interfaces.

          +
          • +
        • +
          +

          All Classes

          +

          The All Classes link shows all classes and interfaces except non-static nested types.

          -
    + +
  • +
    +

    Serialized Form

    +

    Each serializable or externalizable class has a description of its serialization fields and methods. This information is of interest to re-implementors, not to developers using the API. While there is no link in the navigation bar, you can get to this information by going to any serialized class and clicking "Serialized Form" in the "See also" section of the class description.

    +
    +
    • +
  • +
    +

    Constant Field Values

    +

    The Constant Field Values page lists the static final fields and their values.

    +
    +
    • +
  • +
    +

    Search

    +

    You can search for definitions of modules, packages, types, fields, methods and other terms defined in the API, using some or all of the name. "Camel-case" abbreviations are supported: for example, "InpStr" will find "InputStream" and "InputStreamReader".

    +
    +
    • +
    -This help file applies to API documentation generated by the standard doclet.
    +This help file applies to API documentation generated by the standard doclet.
    +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/index-all.html b/docs/java/index-all.html index 44b32893..5190f72f 100644 --- a/docs/java/index-all.html +++ b/docs/java/index-all.html @@ -1,89 +1,136 @@ + - -Index (voyager 2.0.1 API) - + +Index (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + + -
    -
    -

    Index

    -
    -A C D E F G I J L M Q R S T U V W 
    All Classes and Interfaces|All Packages -

    A

    -
    -
    addItem(float[]) - Method in class com.spotify.voyager.jni.Index
    +
    A C D E F G I J L M Q R S T U V W 
    All Classes All Packages + + +

    A

    +
    +
    addItem(float[]) - Method in class com.spotify.voyager.jni.Index
    Add an item (a vector) to this Index.
    -
    addItem(float[], long) - Method in class com.spotify.voyager.jni.Index
    +
    addItem(float[], long) - Method in class com.spotify.voyager.jni.Index
    Add an item (a vector) to this Index with the provided identifier.
    -
    addItem(String, float[]) - Method in class com.spotify.voyager.jni.StringIndex
    +
    addItem(String, float[]) - Method in class com.spotify.voyager.jni.StringIndex
     
    -
    addItem(String, List<Float>) - Method in class com.spotify.voyager.jni.StringIndex
    +
    addItem(String, List<Float>) - Method in class com.spotify.voyager.jni.StringIndex
     
    -
    addItems(float[][], int) - Method in class com.spotify.voyager.jni.Index
    +
    addItems(float[][], int) - Method in class com.spotify.voyager.jni.Index
    Add multiple items (vectors) to this Index.
    -
    addItems(float[][], long[], int) - Method in class com.spotify.voyager.jni.Index
    +
    addItems(float[][], long[], int) - Method in class com.spotify.voyager.jni.Index
    Add multiple items (vectors) to this Index.
    -
    addItems(Map<String, List<Float>>) - Method in class com.spotify.voyager.jni.StringIndex
    +
    addItems(Map<String, List<Float>>) - Method in class com.spotify.voyager.jni.StringIndex
     
    -

    C

    -
    -
    close() - Method in class com.spotify.voyager.jni.Index
    + + + +

    C

    +
    +
    close() - Method in class com.spotify.voyager.jni.Index
    Close this Index and release any memory held by it.
    -
    close() - Method in class com.spotify.voyager.jni.StringIndex
    +
    close() - Method in class com.spotify.voyager.jni.StringIndex
     
    com.spotify.voyager - package com.spotify.voyager
    @@ -96,341 +143,428 @@

    C

    com.spotify.voyager.jni.utils - package com.spotify.voyager.jni.utils
     
    -
    Cosine - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
    +
    Cosine - com.spotify.voyager.jni.Index.SpaceType
    Cosine distance; i.e.
    -

    D

    -
    -
    distances - Variable in class com.spotify.voyager.jni.Index.QueryResults
    + + + +

    D

    +
    +
    distances - Variable in class com.spotify.voyager.jni.Index.QueryResults
    A list of distances from each item ID to the query vector for this query.
    -

    E

    -
    -
    E4M3 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
    + + + +

    E

    +
    +
    E4M3 - com.spotify.voyager.jni.Index.StorageDataType
    A custom 8-bit floating point data type with range [-448, 448] and variable precision.
    -
    Euclidean - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
    +
    Euclidean - com.spotify.voyager.jni.Index.SpaceType
    Euclidean distance, also known as L2 distance.
    -
    extractBinaries(String) - Static method in class com.spotify.voyager.jni.utils.JniLibExtractor
    +
    extractBinaries(String) - Static method in class com.spotify.voyager.jni.utils.JniLibExtractor
     
    -

    F

    -
    -
    finalize() - Method in class com.spotify.voyager.jni.Index
    + + + +

    F

    +
    +
    finalize() - Method in class com.spotify.voyager.jni.Index
     
    -
    Float32 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
    +
    Float32 - com.spotify.voyager.jni.Index.StorageDataType
    A 32-bit floating point ("Float") data type.
    -
    Float8 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
    +
    Float8 - com.spotify.voyager.jni.Index.StorageDataType
    An 8-bit floating point data type that expects all values to be on [-1, 1].
    -

    G

    -
    -
    getDistance(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    + + + +

    G

    +
    +
    getDistance(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getDistances() - Method in class com.spotify.voyager.jni.Index.QueryResults
    +
    getDistances() - Method in class com.spotify.voyager.jni.Index.QueryResults
    Retrieve the list of distances between query vectors and item vectors for the results of this query.
    -
    getDistances() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    getDistances() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getEf() - Method in class com.spotify.voyager.jni.Index
    +
    getEf() - Method in class com.spotify.voyager.jni.Index
    Get the default EF ("query search depth") that will be uses when Index.query(float[], int) is called.
    -
    getEfConstruction() - Method in class com.spotify.voyager.jni.Index
    +
    getEfConstruction() - Method in class com.spotify.voyager.jni.Index
    Get the EF Construction value used when adding new elements to this Index.
    -
    getIDs() - Method in class com.spotify.voyager.jni.Index
    +
    getIDs() - Method in class com.spotify.voyager.jni.Index
    Get the list of identifiers currently stored by this index.
    -
    getLabels() - Method in class com.spotify.voyager.jni.Index.QueryResults
    +
    getLabels() - Method in class com.spotify.voyager.jni.Index.QueryResults
    Retrieve the list of item IDs ("labels") returned by this query.
    -
    getM() - Method in class com.spotify.voyager.jni.Index
    +
    getM() - Method in class com.spotify.voyager.jni.Index
    Get the M value used when adding new elements to this Index.
    -
    getMaxElements() - Method in class com.spotify.voyager.jni.Index
    +
    getMaxElements() - Method in class com.spotify.voyager.jni.Index
    Get the maximum number of elements currently storable by this Index.
    -
    getName(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    getName(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getNames() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    getNames() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getNumDimensions() - Method in class com.spotify.voyager.jni.Index
    +
    getNumDimensions() - Method in class com.spotify.voyager.jni.Index
    Get the number of dimensions used in this Index.
    -
    getNumElements() - Method in class com.spotify.voyager.jni.Index
    +
    getNumElements() - Method in class com.spotify.voyager.jni.Index
    Get the number of elements currently in this Index.
    -
    getNumResults() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    getNumResults() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getNumThreads() - Method in class com.spotify.voyager.jni.Index
    +
    getNumThreads() - Method in class com.spotify.voyager.jni.Index
    Get the default number of threads used when adding multiple vectors in bulk oor when querying for multiple vectors simultaneously.
    -
    getSpace() - Method in class com.spotify.voyager.jni.Index
    +
    getSpace() - Method in class com.spotify.voyager.jni.Index
    Get the Index.SpaceType that this Index uses to store and compare vectors.
    -
    getVector(long) - Method in class com.spotify.voyager.jni.Index
    +
    getVector(long) - Method in class com.spotify.voyager.jni.Index
    Get the vector for the provided identifier.
    -
    getVectors(long[]) - Method in class com.spotify.voyager.jni.Index
    +
    getVectors(long[]) - Method in class com.spotify.voyager.jni.Index
    Get the vectors for a provided array of identifiers.
    -

    I

    -
    -
    Index - Class in com.spotify.voyager.jni
    + + + +

    I

    +
    +
    Index - Class in com.spotify.voyager.jni
    A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors.
    -
    Index(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.Index
    +
    Index(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.Index
    Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
    -
    Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.Index
    +
    Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.Index
    Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
    -
    Index.QueryResults - Class in com.spotify.voyager.jni
    +
    Index.QueryResults - Class in com.spotify.voyager.jni
    A container for query results, returned by Index.
    -
    Index.SpaceType - Enum in com.spotify.voyager.jni
    +
    Index.SpaceType - Enum in com.spotify.voyager.jni
    The space, also known as distance metric, to use when searching.
    -
    Index.StorageDataType - Enum in com.spotify.voyager.jni
    +
    Index.StorageDataType - Enum in com.spotify.voyager.jni
    The datatype used to use when storing vectors on disk.
    -
    InnerProduct - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
    +
    InnerProduct - com.spotify.voyager.jni.Index.SpaceType
    Inner (dot) product.
    -

    J

    -
    -
    JniLibExtractor - Class in com.spotify.voyager.jni.utils
    + + + +

    J

    +
    +
    JniLibExtractor - Class in com.spotify.voyager.jni.utils
     
    -
    JniLibExtractor() - Constructor for class com.spotify.voyager.jni.utils.JniLibExtractor
    +
    JniLibExtractor() - Constructor for class com.spotify.voyager.jni.utils.JniLibExtractor
     
    -

    L

    -
    -
    labels - Variable in class com.spotify.voyager.jni.Index.QueryResults
    + + + +

    L

    +
    +
    labels - Variable in class com.spotify.voyager.jni.Index.QueryResults
    A list of item IDs ("labels").
    -
    load(InputStream) - Static method in class com.spotify.voyager.jni.Index
    +
    load(InputStream) - Static method in class com.spotify.voyager.jni.Index
    Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
    -
    load(InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
    +
    load(InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
    Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
    -
    load(InputStream, InputStream) - Static method in class com.spotify.voyager.jni.StringIndex
    +
    load(InputStream, InputStream) - Static method in class com.spotify.voyager.jni.StringIndex
    Load a previously constructed index from the provided input stream.
    -
    load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
    +
    load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
    Load a previously constructed index from the provided input streams.
    -
    load(String) - Static method in class com.spotify.voyager.jni.Index
    +
    load(String) - Static method in class com.spotify.voyager.jni.Index
    Load a Voyager index file and create a new Index initialized with the data in that file.
    -
    load(String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
    +
    load(String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
    Load a Voyager index file and create a new Index initialized with the data in that file.
    -
    load(String, String) - Static method in class com.spotify.voyager.jni.StringIndex
    +
    load(String, String) - Static method in class com.spotify.voyager.jni.StringIndex
    Load a previously constructed index from the provided file location.
    -
    load(String, String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
    +
    load(String, String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
    Load a previously constructed index from the provided file location.
    -

    M

    -
    -
    markDeleted(long) - Method in class com.spotify.voyager.jni.Index
    + + + +

    M

    +
    +
    markDeleted(long) - Method in class com.spotify.voyager.jni.Index
    Mark an element of the index as deleted.
    -

    Q

    -
    -
    query(float[][], int, int) - Method in class com.spotify.voyager.jni.Index
    + + + +

    Q

    +
    +
    query(float[][], int, int) - Method in class com.spotify.voyager.jni.Index
    Query this Index for approximate nearest neighbors of multiple query vectors.
    -
    query(float[][], int, int, long) - Method in class com.spotify.voyager.jni.Index
    +
    query(float[][], int, int, long) - Method in class com.spotify.voyager.jni.Index
    Query this Index for approximate nearest neighbors of multiple query vectors.
    -
    query(float[], int) - Method in class com.spotify.voyager.jni.Index
    +
    query(float[], int) - Method in class com.spotify.voyager.jni.Index
    Query this Index for approximate nearest neighbors of a single query vector.
    -
    query(float[], int, int) - Method in class com.spotify.voyager.jni.StringIndex
    +
    query(float[], int, int) - Method in class com.spotify.voyager.jni.StringIndex
    Find the nearest neighbors of the provided embedding.
    -
    query(float[], int, long) - Method in class com.spotify.voyager.jni.Index
    +
    query(float[], int, long) - Method in class com.spotify.voyager.jni.Index
    Query this Index for approximate nearest neighbors of a single query vector.
    -
    QueryResults(long[], float[]) - Constructor for class com.spotify.voyager.jni.Index.QueryResults
    +
    QueryResults(long[], float[]) - Constructor for class com.spotify.voyager.jni.Index.QueryResults
    Instantiates a new QueryResults object, provided two identical-length arrays of labels and their corresponding distances.
    -
    QueryResults(String[], float[]) - Constructor for class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    QueryResults(String[], float[]) - Constructor for class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -

    R

    -
    -
    readStringList(InputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
    + + + +

    R

    +
    +
    readStringList(InputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
     
    -
    resizeIndex(long) - Method in class com.spotify.voyager.jni.Index
    +
    resizeIndex(long) - Method in class com.spotify.voyager.jni.Index
    Change the maximum number of elements currently storable by this Index.
    -

    S

    -
    -
    saveIndex(OutputStream) - Method in class com.spotify.voyager.jni.Index
    + + + +

    S

    +
    +
    saveIndex(OutputStream) - Method in class com.spotify.voyager.jni.Index
    Save this Index to the provided output stream.
    -
    saveIndex(OutputStream, OutputStream) - Method in class com.spotify.voyager.jni.StringIndex
    +
    saveIndex(OutputStream, OutputStream) - Method in class com.spotify.voyager.jni.StringIndex
    Save the underlying HNSW index and JSON encoded names list to the provided output streams
    -
    saveIndex(String) - Method in class com.spotify.voyager.jni.Index
    +
    saveIndex(String) - Method in class com.spotify.voyager.jni.Index
    Save this Index to a file at the provided filename.
    -
    saveIndex(String) - Method in class com.spotify.voyager.jni.StringIndex
    +
    saveIndex(String) - Method in class com.spotify.voyager.jni.StringIndex
    Save the underlying index and JSON encoded name list to the provided output directory
    -
    saveIndex(String, String, String) - Method in class com.spotify.voyager.jni.StringIndex
    +
    saveIndex(String, String, String) - Method in class com.spotify.voyager.jni.StringIndex
     
    -
    setEf(long) - Method in class com.spotify.voyager.jni.Index
    +
    setEf(long) - Method in class com.spotify.voyager.jni.Index
    Set the default EF ("query search depth") to use when Index.query(float[], int) is called.
    -
    setNumThreads(int) - Method in class com.spotify.voyager.jni.Index
    +
    setNumThreads(int) - Method in class com.spotify.voyager.jni.Index
    Set the default number of threads to use when adding multiple vectors in bulk, or when querying for multiple vectors simultaneously.
    -
    StringIndex - Class in com.spotify.voyager.jni
    +
    StringIndex - Class in com.spotify.voyager.jni
    Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.
    -
    StringIndex(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.StringIndex
    +
    StringIndex(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.StringIndex
    Instantiate a new empty index with the specified space type and dimensionality
    -
    StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.StringIndex
    +
    StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.StringIndex
    Instantiate an empty index with the specified index parameters
    -
    StringIndex.QueryResults - Class in com.spotify.voyager.jni
    +
    StringIndex.QueryResults - Class in com.spotify.voyager.jni
    A wrapper class for nearest neighbor query results.
    -

    T

    -
    -
    TinyJson - Class in com.spotify.voyager.jni.utils
    + + + +

    T

    +
    +
    TinyJson - Class in com.spotify.voyager.jni.utils
    A dependency-free, super tiny JSON serde class that only supports reading and writing lists of strings.
    -
    TinyJson() - Constructor for class com.spotify.voyager.jni.utils.TinyJson
    +
    TinyJson() - Constructor for class com.spotify.voyager.jni.utils.TinyJson
     
    -
    toString() - Method in class com.spotify.voyager.jni.Index.QueryResults
    +
    toString() - Method in class com.spotify.voyager.jni.Index.QueryResults
     
    -
    toString() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    toString() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -

    U

    -
    -
    unmarkDeleted(long) - Method in class com.spotify.voyager.jni.Index
    + + + +

    U

    +
    +
    unmarkDeleted(long) - Method in class com.spotify.voyager.jni.Index
    Un-mark an element of the index as deleted, making it available again.
    -

    V

    -
    -
    valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.SpaceType
    + + + +

    V

    +
    +
    valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.SpaceType
    Returns the enum constant of this type with the specified name.
    -
    valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
    +
    valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
    Returns the enum constant of this type with the specified name.
    -
    values() - Static method in enum com.spotify.voyager.jni.Index.SpaceType
    +
    values() - Static method in enum com.spotify.voyager.jni.Index.SpaceType
    Returns an array containing the constants of this enum type, in the order they are declared.
    -
    values() - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
    +
    values() - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
    Returns an array containing the constants of this enum type, in the order they are declared.
    -

    W

    -
    -
    writeStringList(Iterable<String>, OutputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
    + + + +

    W

    +
    +
    writeStringList(Iterable<String>, OutputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
     
    -A C D E F G I J L M Q R S T U V W 
    All Classes and Interfaces|All Packages
    +A C D E F G I J L M Q R S T U V W 
    All Classes All Packages
    +
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/index.html b/docs/java/index.html index 82acbf19..cd21a37f 100644 --- a/docs/java/index.html +++ b/docs/java/index.html @@ -1,80 +1,176 @@ + - -Overview (voyager 2.0.1 API) - + +Overview (voyager 2.0.2 API) - - - - + - - + + + + + - - -
    -
    +
     
    + + -
    -
    -

    voyager 2.0.1 API

    +

    voyager 2.0.2 API

    -
    -
    Packages
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager
    -
    +
    +
    + + + + + + + + + + + + + + + + + + + + +
    Packages 
    PackageDescription
    com.spotify.voyager
    Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector data.
    - -
    com.spotify.voyager.jni
    -
    +
    com.spotify.voyager.jni
    Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
    - -
    com.spotify.voyager.jni.utils
    -
     
    - +
    com.spotify.voyager.jni.utils 
    -
    -

    Copyright © 2023. All rights reserved.

    -
    + +

    Copyright © 2023. All rights reserved.

    + diff --git a/docs/java/member-search-index.js b/docs/java/member-search-index.js index 2499c325..5240a750 100644 --- a/docs/java/member-search-index.js +++ b/docs/java/member-search-index.js @@ -1 +1 @@ -memberSearchIndex = [{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[])"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[], long)","u":"addItem(float[],long)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItem(String, float[])","u":"addItem(java.lang.String,float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItem(String, List)","u":"addItem(java.lang.String,java.util.List)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItems(float[][], int)","u":"addItems(float[][],int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItems(float[][], long[], int)","u":"addItems(float[][],long[],int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItems(Map>)","u":"addItems(java.util.Map)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"close()"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"close()"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"Cosine"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"distances"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"E4M3"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"Euclidean"},{"p":"com.spotify.voyager.jni.utils","c":"JniLibExtractor","l":"extractBinaries(String)","u":"extractBinaries(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"finalize()"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"Float32"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"Float8"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getDistance(int)"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"getDistances()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getDistances()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getEf()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getEfConstruction()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getIDs()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"getLabels()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getM()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getMaxElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getName(int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getNames()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumDimensions()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getNumResults()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumThreads()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getSpace()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getVector(long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getVectors(long[])"},{"p":"com.spotify.voyager.jni","c":"Index","l":"Index(Index.SpaceType, int)","u":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType)","u":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int,long,long,long,long,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"InnerProduct"},{"p":"com.spotify.voyager.jni.utils","c":"JniLibExtractor","l":"JniLibExtractor()","u":"%3Cinit%3E()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"labels"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(InputStream)","u":"load(java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(InputStream, Index.SpaceType, int, Index.StorageDataType)","u":"load(java.io.InputStream,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(InputStream, InputStream)","u":"load(java.io.InputStream,java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType)","u":"load(java.io.InputStream,java.io.InputStream,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(String)","u":"load(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(String, Index.SpaceType, int, Index.StorageDataType)","u":"load(java.lang.String,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(String, String)","u":"load(java.lang.String,java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(String, String, Index.SpaceType, int, Index.StorageDataType)","u":"load(java.lang.String,java.lang.String,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"markDeleted(long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[], int)","u":"query(float[],int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"query(float[], int, int)","u":"query(float[],int,int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[], int, long)","u":"query(float[],int,long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[][], int, int)","u":"query(float[][],int,int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[][], int, int, long)","u":"query(float[][],int,int,long)"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"QueryResults(long[], float[])","u":"%3Cinit%3E(long[],float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"QueryResults(String[], float[])","u":"%3Cinit%3E(java.lang.String[],float[])"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"readStringList(InputStream)","u":"readStringList(java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"resizeIndex(long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"saveIndex(OutputStream)","u":"saveIndex(java.io.OutputStream)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(OutputStream, OutputStream)","u":"saveIndex(java.io.OutputStream,java.io.OutputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"saveIndex(String)","u":"saveIndex(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(String)","u":"saveIndex(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(String, String, String)","u":"saveIndex(java.lang.String,java.lang.String,java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"setEf(long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"setNumThreads(int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"StringIndex(Index.SpaceType, int)","u":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType)","u":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int,long,long,long,long,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"TinyJson()","u":"%3Cinit%3E()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"toString()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"toString()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"unmarkDeleted(long)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"valueOf(String)","u":"valueOf(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"valueOf(String)","u":"valueOf(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"values()"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"values()"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"writeStringList(Iterable, OutputStream)","u":"writeStringList(java.lang.Iterable,java.io.OutputStream)"}];updateSearchResults(); \ No newline at end of file +memberSearchIndex = [{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[], long)","url":"addItem(float[],long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItem(String, float[])","url":"addItem(java.lang.String,float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItem(String, List)","url":"addItem(java.lang.String,java.util.List)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItems(float[][], int)","url":"addItems(float[][],int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItems(float[][], long[], int)","url":"addItems(float[][],long[],int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItems(Map>)","url":"addItems(java.util.Map)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"close()"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"close()"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"Cosine"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"distances"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"E4M3"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"Euclidean"},{"p":"com.spotify.voyager.jni.utils","c":"JniLibExtractor","l":"extractBinaries(String)","url":"extractBinaries(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"finalize()"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"Float32"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"Float8"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getDistance(int)"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"getDistances()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getDistances()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getEf()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getEfConstruction()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getIDs()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"getLabels()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getM()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getMaxElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getName(int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getNames()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumDimensions()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getNumResults()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumThreads()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getSpace()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getVector(long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getVectors(long[])"},{"p":"com.spotify.voyager.jni","c":"Index","l":"Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType)","url":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int,long,long,long,long,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"Index(Index.SpaceType, int)","url":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"InnerProduct"},{"p":"com.spotify.voyager.jni.utils","c":"JniLibExtractor","l":"JniLibExtractor()","url":"%3Cinit%3E()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"labels"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(InputStream, Index.SpaceType, int, Index.StorageDataType)","url":"load(java.io.InputStream,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType)","url":"load(java.io.InputStream,java.io.InputStream,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(InputStream, InputStream)","url":"load(java.io.InputStream,java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(InputStream)","url":"load(java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(String, Index.SpaceType, int, Index.StorageDataType)","url":"load(java.lang.String,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(String, String, Index.SpaceType, int, Index.StorageDataType)","url":"load(java.lang.String,java.lang.String,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(String, String)","url":"load(java.lang.String,java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(String)","url":"load(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"markDeleted(long)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"query(float[], int, int)","url":"query(float[],int,int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[], int, long)","url":"query(float[],int,long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[], int)","url":"query(float[],int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[][], int, int, long)","url":"query(float[][],int,int,long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[][], int, int)","url":"query(float[][],int,int)"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"QueryResults(long[], float[])","url":"%3Cinit%3E(long[],float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"QueryResults(String[], float[])","url":"%3Cinit%3E(java.lang.String[],float[])"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"readStringList(InputStream)","url":"readStringList(java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"resizeIndex(long)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(OutputStream, OutputStream)","url":"saveIndex(java.io.OutputStream,java.io.OutputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"saveIndex(OutputStream)","url":"saveIndex(java.io.OutputStream)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(String, String, String)","url":"saveIndex(java.lang.String,java.lang.String,java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"saveIndex(String)","url":"saveIndex(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(String)","url":"saveIndex(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"setEf(long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"setNumThreads(int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType)","url":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int,long,long,long,long,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"StringIndex(Index.SpaceType, int)","url":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int)"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"TinyJson()","url":"%3Cinit%3E()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"toString()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"toString()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"unmarkDeleted(long)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"valueOf(String)","url":"valueOf(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"valueOf(String)","url":"valueOf(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"values()"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"values()"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"writeStringList(Iterable, OutputStream)","url":"writeStringList(java.lang.Iterable,java.io.OutputStream)"}] \ No newline at end of file diff --git a/docs/java/member-search-index.zip b/docs/java/member-search-index.zip index 4a22145a9642526e4c2402d549836e39b8e75d93..d602f158e2c6e5587a296936433769b2be637b32 100644 GIT binary patch delta 967 zcmV;&133JQ2%88DP)h>@6aWYa2mnWokqj+=Z<{a_{wr0aN=%A)SoSbYRUg)5QmS6I zwc1P72NzBE9A~5mOeLZx@3nix3!c;V9 zR~M-HVMwK>??N(PXF++ds=0TGHYWysHxBv6H;#hc4nFOe2WKyV0%wxKBF z@f_=%;tTw+coGZ+lCK;KvhVkpB8GwIN3nDUeO^C>E^e`sU<5x~Th^#e<-W7mLm|Dj zcUF_XtU=6km+@>PMhhNyIZ%UPR_!PO7AyCiXEEi1C4s;(bwyduEm_~Ahzs<80K{1f zm(Cl}(}F+*R19g=D->CIT{lE$?OY|%97`Fwv~wSjF*KD#`B)FWZoe`>p)-Pt?yj4^ zKpM+E*CO%-fqPkz;R2%GJuOwKswOLOOiyDRF0;<@>_J7s4o#a*taxvLlJKh>^N zOY99wd&9Gpi)?KhANq;2;Hg&P z-D0{s=P}JWN$)QiVA>HhCoXNxKq-s?$IpAQl%eNLJ&RRNP8yj0h61ZM9j&w2J>p<`MH!w0ylZ3X7 z?E{Q=fI8%?KNuEJtq%k+^gtm0k9fK-$?E$`B^3z!67BtOP)i3V2(tcsI(Y*C0Cpb$ p08mQ-0u%rg00;;O07s2cSF-+mI(Y*C0Cpdf$^$$GzXJdO000+xzvKV_ delta 952 zcmV;p14sOu2#g2}P)h>@6aWYa2mtSPkqj+=Yuhjs{wpO=@F4hM*~1v64{I_=>1A8X zUP>QS`y^8*%b6r+O~?NGWZAB7@D-;+-T|Y!?>s&>_5=$Mq^z#sqDJ&HQ>DmCfZoe}?zBPi%?zY6= 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    -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/allpackages-index.html b/docs/java/allpackages-index.html index 5ddf1c61..3f8297b4 100644 --- a/docs/java/allpackages-index.html +++ b/docs/java/allpackages-index.html @@ -1,180 +1,78 @@ - - -All Packages (voyager 2.0.2 API) + +All Packages (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +

    All Packages

    -
    - +
    +
    com.spotify.voyager.jni.utils
    +
     
    -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/Index.QueryResults.html b/docs/java/com/spotify/voyager/jni/Index.QueryResults.html index 9ca2a741..9b644a71 100644 --- a/docs/java/com/spotify/voyager/jni/Index.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/Index.QueryResults.html @@ -1,433 +1,261 @@ - - -Index.QueryResults (voyager 2.0.2 API) + +Index.QueryResults (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + - +
    +
    -
    Package com.spotify.voyager.jni
    -

    Class Index.QueryResults

    +
    Package com.spotify.voyager.jni
    +

    Class Index.QueryResults

    -
    - -
    -
      -
    • -
      +
      java.lang.Object +
      com.spotify.voyager.jni.Index.QueryResults
      +
      +
      +
      Enclosing class:
      Index
      -
      public static class Index.QueryResults
-extends Object
      +
      public static class Index.QueryResults +extends Object
      A container for query results, returned by Index. Note that this class is instantiated from C++, and as such, any changes to its location, visibility, or constructor will need to include corresponding C++ changes.
      -
      • -
    -
    -
    -
      -
    • + +
      +
        -
        -
          -
        • - - -

          Field Summary

          - - - - - - - - - - - - - - - - - -
          Fields 
          Modifier and TypeFieldDescription
          float[]distances +
        • +
          +

          Field Summary

          +
          Fields
          +
          +
          Modifier and Type
          +
          Field
          +
          Description
          +
          final float[]
          +
          distances
          +
          A list of distances from each item ID to the query vector for this query.
          -
          • long[]labels + +
          final long[]
          +
          labels
          +
          A list of item IDs ("labels").
          -
          -
          • -
        +
    +
    + -
    -
      -
    • - - -

      Constructor Summary

      - - - - - - - - - - -
      Constructors 
      ConstructorDescription
      QueryResults​(long[] labels, - float[] distances) +
    • +
      +

      Constructor Summary

      +
      Constructors
      +
      +
      Constructor
      +
      Description
      +
      QueryResults(long[] labels, + float[] distances)
      +
      Instantiates a new QueryResults object, provided two identical-length arrays of labels and their corresponding distances.
      -
      • -
      • -
    +
    +
    + -
    - +
    +
    String
    +
    toString()
    +
     
    +
    +
    +
    +
    +

    Methods inherited from class java.lang.Object

    +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
    -
    -
    -
      -
    • + +
      +
        -
        -
          -
        • - - -

          Field Detail

          - - - -
            -
          • -

            labels

            -
            public final long[] labels
            +
          • +
            +

            Field Details

            +
              +
            • +
              +

              labels

              +
              public final long[] labels
              A list of item IDs ("labels").
              +
              • -
            - - - -
              -
            • -

              distances

              -
              public final float[] distances
              +
            • +
              +

              distances

              +
              public final float[] distances
              A list of distances from each item ID to the query vector for this query.
              -
              • -
            +
        + -
        -
          -
        • - - -

          Constructor Detail

          - - - -
            -
          • -

            QueryResults

            -
            public QueryResults​(long[] labels,
-                    float[] distances)
            +
          • +
            +

            Constructor Details

            +
              +
            • +
              +

              QueryResults

              +
              public QueryResults(long[] labels, + float[] distances)
              Instantiates a new QueryResults object, provided two identical-length arrays of labels and their corresponding distances. This method should probably not be used directly, as this class is primarily used as a return type from the query method on Index.
              -
              -
              Throws:
              -
              IllegalArgumentException - if the length of the labels and distances arrays vary
              +
              +
              Throws:
              +
              IllegalArgumentException - if the length of the labels and distances arrays vary
              -
              • -
            +
        + -
        -
          -
        • - - -

          Method Detail

          - - - -
            -
          • -

            toString

            -
            public String toString()
            -
            -
            Overrides:
            -
            toString in class Object
            +
          • +
            +

            Method Details

            + - - - -
              -
            • -

              getLabels

              -
              public long[] getLabels()
              +
            • +
              +

              getLabels

              +
              public long[] getLabels()
              Retrieve the list of item IDs ("labels") returned by this query. This array is sorted by distance: the first item is the closest to the query vector, the second is second-closest, and so on. The items in this array correspond 1:1 with the distances returned by getDistances().
              +
              • -
            - - - -
              -
            • -

              getDistances

              -
              public float[] getDistances()
              +
            • +
              +

              getDistances

              +
              public float[] getDistances()
              Retrieve the list of distances between query vectors and item vectors for the results of this query. This array is sorted by distance: the first distance corresponds with the item the closest to the query vector, the second is second-closest, and so on. The items in this array correspond 1:1 with the labels returned by getLabels().
              -
              • -
            +
      -
    -
    - + +
    -
    -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/Index.SpaceType.html b/docs/java/com/spotify/voyager/jni/Index.SpaceType.html index bbb69c76..1bfe990e 100644 --- a/docs/java/com/spotify/voyager/jni/Index.SpaceType.html +++ b/docs/java/com/spotify/voyager/jni/Index.SpaceType.html @@ -1,415 +1,244 @@ - - -Index.SpaceType (voyager 2.0.2 API) + +Index.SpaceType (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    +
    + +
    - +
    +
    -
    Package com.spotify.voyager.jni
    -

    Enum Index.SpaceType

    +
    Package com.spotify.voyager.jni
    +

    Enum Index.SpaceType

    -
    - -
    - -
    -
    -
      -
    • + +
      +
        -
        -
          -
        • - - -

          Enum Constant Summary

          - - - - - - - - - - - - - - - - - - -
          Enum Constants 
          Enum ConstantDescription
          Cosine +
        • +
          +

          Enum Constant Summary

          +
          Enum Constants
          +
          +
          Enum Constant
          +
          Description
          +
          Cosine
          +
          Cosine distance; i.e.
          -
          • Euclidean + +
          Euclidean
          +
          Euclidean distance, also known as L2 distance.
          -
          InnerProduct + +
          InnerProduct
          +
          Inner (dot) product.
          -
          -
          • -
        +
    +
    + -
    - +
    + + + +
    +

    Methods inherited from class java.lang.Enum

    +clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf
    +
    +

    Methods inherited from class java.lang.Object

    +getClass, notify, notifyAll, wait, wait, wait
    - -
    -
      -
    • + +
      +
        -
        -
          -
        • - - -

          Enum Constant Detail

          - - - -
            -
          • -

            Euclidean

            -
            public static final Index.SpaceType Euclidean
            +
          • +
            +

            Enum Constant Details

            +
              +
            • +
              +

              Euclidean

              +
              public static final Index.SpaceType Euclidean
              Euclidean distance, also known as L2 distance. Computed by taking the square root of the sum of squared differences between each element of each vector.
              +
              • -
            - - - -
              -
            • -

              InnerProduct

              -
              public static final Index.SpaceType InnerProduct
              +
            • +
              +

              InnerProduct

              +
              public static final Index.SpaceType InnerProduct
              Inner (dot) product. Computed by taking the sum of the products of each element of each vector. Since v2.0, this is implemented using the order preserving transform defined in this paper from Microsoft: https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/XboxInnerProduct.pdf
              +
              • -
            - - - -
              -
            • -

              Cosine

              -
              public static final Index.SpaceType Cosine
              +
            • +
              +

              Cosine

              +
              public static final Index.SpaceType Cosine
              Cosine distance; i.e. normalized dot product. Computed by taking the sum of the products of each element of each vector, divided by the product of the magnitudes of each vector.
              -
              • -
            +
        + -
        -
          -
        • - - -

          Method Detail

          - - - -
            -
          • -

            values

            -
            public static Index.SpaceType[] values()
            +
          • +
            +

            Method Details

            +
              +
            • +
              +

              values

              +
              public static Index.SpaceType[] values()
              Returns an array containing the constants of this enum type, in -the order they are declared. This method may be used to iterate -over the constants as follows: -
              -for (Index.SpaceType c : Index.SpaceType.values())
-    System.out.println(c);
-
              -
              -
              Returns:
              +the order they are declared.
    +
    +
    Returns:
    an array containing the constants of this enum type, in the order they are declared
    + - - - - -
      -
    • -

      valueOf

      -
      public static Index.SpaceType valueOf​(String name)
      +
    • +
      +

      valueOf

      +
      public static Index.SpaceType valueOf(String name)
      Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
      -
      -
      Parameters:
      +
      +
      Parameters:
      name - the name of the enum constant to be returned.
      -
      Returns:
      +
      Returns:
      the enum constant with the specified name
      -
      Throws:
      -
      IllegalArgumentException - if this enum type has no constant with the specified name
      -
      NullPointerException - if the argument is null
      +
      Throws:
      +
      IllegalArgumentException - if this enum type has no constant with the specified name
      +
      NullPointerException - if the argument is null
      -
      • -
    + - - - + +
    -
    -
    - -
    - - - - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html b/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html index 65c35153..8c5907bb 100644 --- a/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html +++ b/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html @@ -1,261 +1,167 @@ - - -Index.StorageDataType (voyager 2.0.2 API) + +Index.StorageDataType (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    +
    + +
    - +
    +
    -
    Package com.spotify.voyager.jni
    -

    Enum Index.StorageDataType

    +
    Package com.spotify.voyager.jni
    +

    Enum Index.StorageDataType

    -
    - -
    - -
    -
    -
      -
    • + +
      +
        -
        -
          -
        • - - -

          Enum Constant Summary

          - - - - - - - - - - - - - - - - - - -
          Enum Constants 
          Enum ConstantDescription
          E4M3 +
        • +
          +

          Enum Constant Summary

          +
          Enum Constants
          +
          +
          Enum Constant
          +
          Description
          +
          E4M3
          +
          A custom 8-bit floating point data type with range [-448, 448] and variable precision.
          -
          • Float32 + +
          Float32
          +
          A 32-bit floating point ("Float") data type.
          -
          Float8 + +
          Float8
          +
          An 8-bit floating point data type that expects all values to be on [-1, 1].
          -
          -
          • -
        +
    +
    + -
    - +
    + + + +
    +

    Methods inherited from class java.lang.Enum

    +clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf
    +
    +

    Methods inherited from class java.lang.Object

    +getClass, notify, notifyAll, wait, wait, wait
    - -
    -
      -
    • + +
      +
        -
        -
          -
        • - - -

          Enum Constant Detail

          - - - -
            -
          • -

            Float8

            -
            public static final Index.StorageDataType Float8
            +
          • +
            +

            Enum Constant Details

            +
              +
            • +
              +

              Float8

              +
              public static final Index.StorageDataType Float8
              An 8-bit floating point data type that expects all values to be on [-1, 1]. This data type provides adequate precision for many use cases, but cuts down memory usage bu a factor of 4x compared to Float32, while also increasing query speed. @@ -263,155 +169,78 @@

              Float8

              Float8 provides 8 bits of resolution; i.e.: the distance between successive values is 1/127, or 0.00787. For a variable-precision (i.e.: _actually_ floating point) representation, use E4M3.

              +
              • -
            - - - - - - - -
              -
            • -

              E4M3

              -
              public static final Index.StorageDataType E4M3
              +
            • +
              +

              E4M3

              +
              public static final Index.StorageDataType E4M3
              A custom 8-bit floating point data type with range [-448, 448] and variable precision. Use this data type to get 4x less memory usage compared to Float32, but when the values of vectors to be stored in an Index may exceed [-1, 1].

              E4M3 uses a 4-bit exponent and 3-bit mantissa field, and was inspired by the paper "FP8 Formats for Deep Learning" by Micikevicus et al (arXiv:2209.05433).

              -
              • -
            +
        + -
        -
          -
        • - - -

          Method Detail

          - - - -
            -
          • -

            values

            -
            public static Index.StorageDataType[] values()
            +
          • +
            +

            Method Details

            +
              +
            • +
              +

              values

              +
              public static Index.StorageDataType[] values()
              Returns an array containing the constants of this enum type, in -the order they are declared. This method may be used to iterate -over the constants as follows: -
              -for (Index.StorageDataType c : Index.StorageDataType.values())
-    System.out.println(c);
-
              -
              -
              Returns:
              +the order they are declared.
    +
    +
    Returns:
    an array containing the constants of this enum type, in the order they are declared
    + - - - - -
      -
    • -

      valueOf

      -
      public static Index.StorageDataType valueOf​(String name)
      +
    • +
      +

      valueOf

      +
      public static Index.StorageDataType valueOf(String name)
      Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
      -
      -
      Parameters:
      +
      +
      Parameters:
      name - the name of the enum constant to be returned.
      -
      Returns:
      +
      Returns:
      the enum constant with the specified name
      -
      Throws:
      -
      IllegalArgumentException - if this enum type has no constant with the specified name
      -
      NullPointerException - if the argument is null
      +
      Throws:
      +
      IllegalArgumentException - if this enum type has no constant with the specified name
      +
      NullPointerException - if the argument is null
      -
      • -
    + - - - + +
    -
    -
    - -
    - - - - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/Index.html b/docs/java/com/spotify/voyager/jni/Index.html index b6ffcd38..94dda8e0 100644 --- a/docs/java/com/spotify/voyager/jni/Index.html +++ b/docs/java/com/spotify/voyager/jni/Index.html @@ -1,144 +1,89 @@ - - -Index (voyager 2.0.2 API) + +Index (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    +
    + +
    - +
    +
    -
    Package com.spotify.voyager.jni
    -

    Class Index

    +
    Package com.spotify.voyager.jni
    +

    Class Index

    -
    - -
    -
      -
    • -
      +
      java.lang.Object +
      com.spotify.voyager.jni.Index
      +
      +
      +
      All Implemented Interfaces:
      -
      Closeable, AutoCloseable
      +
      Closeable, AutoCloseable
      -
      public class Index
-extends Object
-implements Closeable
      +
      public class Index +extends Object +implements Closeable
      A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors. @@ -161,407 +106,302 @@

      Class Index

      // Serialize this index to use it again later: index.saveIndex("my_tiny_index.voy");
      -
      • -
    -
    -
    -
      -
    • + +
      +
        -
        -
          -
        • - - -

          Nested Class Summary

          - - - - - - - - - - - - - - - - - - - - - - -
          Nested Classes 
          Modifier and TypeClassDescription
          static class Index.QueryResults +
        • +
          +

          Nested Class Summary

          +
          Nested Classes
          +
          +
          Modifier and Type
          +
          Class
          +
          Description
          +
          static class 
          +
          Index.QueryResults
          +
          A container for query results, returned by Index.
          -
          • static class Index.SpaceType + +
          static enum 
          +
          Index.SpaceType
          +
          The space, also known as distance metric, to use when searching.
          -
          static class Index.StorageDataType + +
          static enum 
          +
          Index.StorageDataType
          +
          The datatype used to use when storing vectors on disk.
          -
          -
          • -
        +
    +
    + -
    -
      -
    • - - -

      Constructor Summary

      - - - - - - - - - - - - - - -
      Constructors 
      ConstructorDescription
      Index​(Index.SpaceType space, - int numDimensions) +
    • +
      +

      Constructor Summary

      +
      Constructors
      +
      +
      Constructor
      +
      Description
      +
      Index(Index.SpaceType space, + int numDimensions)
      +
      Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
      -
      • Index​(Index.SpaceType space, - int numDimensions, - long indexM, - long efConstruction, - long randomSeed, - long maxElements, - Index.StorageDataType storageDataType) + +
      Index(Index.SpaceType space, + int numDimensions, + long indexM, + long efConstruction, + long randomSeed, + long maxElements, + Index.StorageDataType storageDataType)
      +
      Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
      -
      -
      • -
    +
    + + -
    - + + + + +
    +

    Methods inherited from class java.lang.Object

    +clone, equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
    - -
    -
      -
    • + +
      +
        -
        -
          -
        • - - -

          Constructor Detail

          - - - -
            -
          • -

            Index

            -
            public Index​(Index.SpaceType space,
-             int numDimensions)
            +
          • +
            +

            Constructor Details

            +
              +
            • +
              +

              Index

              +
              public Index(Index.SpaceType space, + int numDimensions)
              Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
              -
              -
              Parameters:
              +
              +
              Parameters:
              space - the space type to use when storing and comparing vectors.
              numDimensions - the number of dimensions per vector.
              +
              • -
            - - - -
              -
            • -

              Index

              -
              public Index​(Index.SpaceType space,
-             int numDimensions,
-             long indexM,
-             long efConstruction,
-             long randomSeed,
-             long maxElements,
-             Index.StorageDataType storageDataType)
              +
            • +
              +

              Index

              +
              public Index(Index.SpaceType space, + int numDimensions, + long indexM, + long efConstruction, + long randomSeed, + long maxElements, + Index.StorageDataType storageDataType)
              Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
              -
              -
              Parameters:
              +
              +
              Parameters:
              space - The space type to use when storing and comparing vectors.
              numDimensions - The number of dimensions per vector.
              indexM - Controls the degree of interconnectedness between vectors. Higher values of @@ -576,349 +416,293 @@

              Index

              storageDataType - The datatype to use under-the-hood when storing vectors. Different data type options trade off precision for memory usage and query speed; see Index.StorageDataType for available data types.
              -
              • -
            +
        + -
        -
          -
        • - - -

          Method Detail

          - - - -
            -
          • -

            load

            -
            public static Index load​(String filename,
-                         Index.SpaceType space,
-                         int numDimensions,
-                         Index.StorageDataType storageDataType)
            +
          • +
            +

            Method Details

            +
              +
            • +
              +

              load

              +
              public static Index load(String filename, + Index.SpaceType space, + int numDimensions, + Index.StorageDataType storageDataType)
              Load a Voyager index file and create a new Index initialized with the data in that file.
              -
              -
              Parameters:
              +
              +
              Parameters:
              filename - A filename to load.
              space - The Index.SpaceType to use when loading the index.
              numDimensions - The number of dimensions per vector.
              storageDataType - The Index.StorageDataType used by the index being loaded.
              -
              Returns:
              +
              Returns:
              An Index whose contents have been initialized with the data provided by the file.
              -
              Throws:
              -
              RuntimeException - if the index cannot be loaded from the file, or the file contains +
              Throws:
              +
              RuntimeException - if the index cannot be loaded from the file, or the file contains invalid data.
              +
              • -
            - - - -
              -
            • -

              load

              -
              public static Index load​(String filename)
              +
            • +
              +

              load

              +
              public static Index load(String filename)
              Load a Voyager index file and create a new Index initialized with the data in that file.
              -
              -
              Parameters:
              +
              +
              Parameters:
              filename - A filename to load.
              -
              Returns:
              +
              Returns:
              An Index whose contents have been initialized with the data provided by the file.
              -
              Throws:
              -
              RuntimeException - if the index cannot be loaded from the file, the file contains invalid +
              Throws:
              +
              RuntimeException - if the index cannot be loaded from the file, the file contains invalid data, or the file contains an older version of the Voyager file format that requires additional arguments to be provided.
              +
              • -
            - - - -
              -
            • -

              load

              -
              public static Index load​(InputStream inputStream,
-                         Index.SpaceType space,
-                         int numDimensions,
-                         Index.StorageDataType storageDataType)
              +
            • +
              +

              load

              +
              public static Index load(InputStream inputStream, + Index.SpaceType space, + int numDimensions, + Index.StorageDataType storageDataType)
              Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
              -
              -
              Parameters:
              -
              inputStream - A InputStream that will provide the contents of a Voyager +
              +
              Parameters:
              +
              inputStream - A InputStream that will provide the contents of a Voyager index.
              space - The Index.SpaceType to use when loading the index.
              numDimensions - The number of dimensions per vector.
              storageDataType - The Index.StorageDataType used by the index being loaded.
              -
              Returns:
              +
              Returns:
              An Index whose contents have been initialized with the data provided by the input stream.
              -
              Throws:
              -
              RuntimeException - if the index cannot be loaded from the stream, or the stream contains +
              Throws:
              +
              RuntimeException - if the index cannot be loaded from the stream, or the stream contains invalid data.
              +
              • -
            - - - -
              -
            • -

              load

              -
              public static Index load​(InputStream inputStream)
              +
            • +
              +

              load

              +
              public static Index load(InputStream inputStream)
              Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
              -
              -
              Parameters:
              -
              inputStream - A InputStream that will provide the contents of a Voyager +
              +
              Parameters:
              +
              inputStream - A InputStream that will provide the contents of a Voyager index.
              -
              Returns:
              +
              Returns:
              An Index whose contents have been initialized with the data provided by the input stream.
              -
              Throws:
              -
              RuntimeException - if the index cannot be loaded from the stream, or the stream contains +
              Throws:
              +
              RuntimeException - if the index cannot be loaded from the stream, or the stream contains invalid data, or the file contains an older version of the Voyager file format that requires additional arguments to be provided.
              +
              • -
            - - - -
              -
            • -

              close

              -
              public void close()
-           throws IOException
              +
            • +
              +

              close

              +
              public void close() + throws IOException
              Close this Index and release any memory held by it. Note that this method must be called to release the memory backing this Index; failing to do so may cause a memory leak.

              Any calls to methods after close() is called will fail, as the underlying native C++ object will have been deallocated.

              -
              -
              Specified by:
              -
              close in interface AutoCloseable
              -
              Specified by:
              -
              close in interface Closeable
              -
              Throws:
              -
              IOException - if the C++ destructor fails.
              +
              +
              Specified by:
              +
              close in interface AutoCloseable
              +
              Specified by:
              +
              close in interface Closeable
              +
              Throws:
              +
              IOException - if the C++ destructor fails.
              +
              • -
            - - - - - - - -
              -
            • -

              setEf

              -
              public void setEf​(long ef)
              +
            • +
              +

              setEf

              +
              public void setEf(long ef)
              Set the default EF ("query search depth") to use when query(float[], int) is called.
              -
              -
              Parameters:
              +
              +
              Parameters:
              ef - The new default EF value to use. This value can be overridden on a per-query basis at query time.
              +
              • -
            - - - -
              -
            • -

              getEf

              -
              public int getEf()
              +
            • +
              +

              getEf

              +
              public int getEf()
              Get the default EF ("query search depth") that will be uses when query(float[], int) is called.
              -
              -
              Returns:
              +
              +
              Returns:
              The current default EF value, used by the Index if no value is provided at query time.
              +
              • -
            - - - - - - - -
              -
            • -

              getNumDimensions

              -
              public int getNumDimensions()
              +
            • +
              +

              getNumDimensions

              +
              public int getNumDimensions()
              Get the number of dimensions used in this Index.
              -
              -
              Returns:
              +
              +
              Returns:
              The number of dimensions used by this Index, and which all vectors within this Index must have.
              +
              • -
            - - - -
              -
            • -

              setNumThreads

              -
              public void setNumThreads​(int numThreads)
              +
            • +
              +

              setNumThreads

              +
              public void setNumThreads(int numThreads)
              Set the default number of threads to use when adding multiple vectors in bulk, or when querying for multiple vectors simultaneously.
              -
              -
              Parameters:
              +
              +
              Parameters:
              numThreads - The default number of threads used for bulk-add or bulk-query methods if not overridden in each method call. Note that this affects the number of threads started for each method call - Voyager keeps no long-lived thread pool. For maximum efficiency, pass as much data as possible to each bulk-add or bulk-query method call to minimize overhead.
              +
              • -
            - - - -
              -
            • -

              getNumThreads

              -
              public int getNumThreads()
              +
            • +
              +

              getNumThreads

              +
              public int getNumThreads()
              Get the default number of threads used when adding multiple vectors in bulk oor when querying for multiple vectors simultaneously.
              -
              -
              Returns:
              +
              +
              Returns:
              The default number of threads used for bulk-add or bulk-query methods if not overridden in each method call.
              +
              • -
            - - - -
              -
            • -

              saveIndex

              -
              public void saveIndex​(String pathToIndex)
              +
            • +
              +

              saveIndex

              +
              public void saveIndex(String pathToIndex)
              Save this Index to a file at the provided filename. This file can be reloaded by using Index.load(...).
              -
              -
              Parameters:
              +
              +
              Parameters:
              pathToIndex - The output filename to write to.
              +
              • -
            - - - -
              -
            • -

              saveIndex

              -
              public void saveIndex​(OutputStream outputStream)
              +
            • +
              +

              saveIndex

              +
              public void saveIndex(OutputStream outputStream)
              Save this Index to the provided output stream. The stream will not be closed automatically - be sure to close the stream saveIndex has completed. The data written to the stream can be reloaded by using Index.load(...).
              -
              -
              Parameters:
              +
              +
              Parameters:
              outputStream - The output stream to write to. This stream will not be closed automatically.
              +
              • -
            - - - -
              -
            • -

              addItem

              -
              public void addItem​(float[] vector)
              +
            • +
              +

              addItem

              +
              public void addItem(float[] vector)
              Add an item (a vector) to this Index. The item will automatically be given an identifier equal to the return value of getNumElements().
              -
              -
              Parameters:
              +
              +
              Parameters:
              vector - The vector to add to the index.
              -
              Throws:
              -
              RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
              +
              Throws:
              +
              RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
              +
              • -
            - - - -
              -
            • -

              addItem

              -
              public void addItem​(float[] vector,
-                    long id)
              +
            • +
              +

              addItem

              +
              public void addItem(float[] vector, + long id)
              Add an item (a vector) to this Index with the provided identifier.
              -
              -
              Parameters:
              +
              +
              Parameters:
              vector - The vector to add to the index.
              id - The 64-bit integer denoting the identifier of this vector.
              -
              Throws:
              -
              RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
              +
              Throws:
              +
              RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
              +
              • -
            - - - -
              -
            • -

              addItems

              -
              public void addItems​(float[][] vectors,
-                     int numThreads)
              +
            • +
              +

              addItems

              +
              public void addItems(float[][] vectors, + int numThreads)
              Add multiple items (vectors) to this Index.
              -
              -
              Parameters:
              +
              +
              Parameters:
              vectors - The vectors to add to the index.
              numThreads - The number of threads to use when adding the provided vectors. If -1 (the default), the number of CPUs available on the current machine will be used.
              -
              Throws:
              -
              RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
              +
              Throws:
              +
              RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
              +
              • -
            - - - -
              -
            • -

              addItems

              -
              public void addItems​(float[][] vectors,
-                     long[] ids,
-                     int numThreads)
              +
            • +
              +

              addItems

              +
              public void addItems(float[][] vectors, + long[] ids, + int numThreads)
              Add multiple items (vectors) to this Index.
              -
              -
              Parameters:
              +
              +
              Parameters:
              vectors - The vectors to add to the index.
              ids - The 64-bit identifiers that correspond with each of the provided vectors.
              numThreads - The number of threads to use when adding the provided vectors. If -1 (the @@ -926,149 +710,128 @@

              addItems

              causes a temporary C++ thread pool to be used. Instead of calling addItems(float[][],int) in a tight loop, consider passing more data to each addItems(float[][],int) call instead to reduce overhead.
              -
              Throws:
              -
              RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
              -
              RuntimeException - If the list of IDs does not have the same length as the list of +
              Throws:
              +
              RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
              +
              RuntimeException - If the list of IDs does not have the same length as the list of provided vectors.
              +
              • -
            - - - -
              -
            • -

              getVector

              -
              public float[] getVector​(long id)
              +
            • +
              +

              getVector

              +
              public float[] getVector(long id)
              Get the vector for the provided identifier.
              -
              -
              Parameters:
              +
              +
              Parameters:
              id - The identifier whose vector will be fetched.
              -
              Returns:
              +
              Returns:
              A float array representing the values of the vector.
              -
              Throws:
              -
              RuntimeException - If the provided identifier is not present in the Index.
              +
              Throws:
              +
              RuntimeException - If the provided identifier is not present in the Index.
              +
              • -
            - - - -
              -
            • -

              getVectors

              -
              public float[][] getVectors​(long[] ids)
              +
            • +
              +

              getVectors

              +
              public float[][] getVectors(long[] ids)
              Get the vectors for a provided array of identifiers.
              -
              -
              Parameters:
              +
              +
              Parameters:
              ids - The identifiers whose vector will be fetched.
              -
              Returns:
              +
              Returns:
              A nested float array representing the values of the vectors corresponding with each ID.
              -
              Throws:
              -
              RuntimeException - If any of the provided identifiers are not present in the Index.
              +
              Throws:
              +
              RuntimeException - If any of the provided identifiers are not present in the Index.
              +
              • -
            - - - -
              -
            • -

              getIDs

              -
              public long[] getIDs()
              +
            • +
              +

              getIDs

              +
              public long[] getIDs()
              Get the list of identifiers currently stored by this index.
              -
              -
              Returns:
              +
              +
              Returns:
              a long array of identifiers.
              +
              • -
            - - - -
              -
            • -

              query

              -
              public Index.QueryResults query​(float[] queryVector,
-                                int k)
              +
            • +
              +

              query

              +
              public Index.QueryResults query(float[] queryVector, + int k)
              Query this Index for approximate nearest neighbors of a single query vector.
              -
              -
              Parameters:
              +
              +
              Parameters:
              queryVector - A query vector to use for searching.
              k - The number of nearest neighbors to return.
              -
              Returns:
              +
              Returns:
              A Index.QueryResults object, containing the neighbors found that are (approximately) nearest to the query vector.
              -
              Throws:
              -
              RuntimeException - if fewer than k results can be found in the index.
              +
              Throws:
              +
              RuntimeException - if fewer than k results can be found in the index.
              +
              • -
            - - - -
              -
            • -

              query

              -
              public Index.QueryResults[] query​(float[][] queryVectors,
-                                  int k,
-                                  int numThreads)
              +
            • +
              +

              query

              +
              public Index.QueryResults[] query(float[][] queryVectors, + int k, + int numThreads)
              Query this Index for approximate nearest neighbors of multiple query vectors.
              -
              -
              Parameters:
              +
              +
              Parameters:
              queryVectors - The query vectors to use for searching.
              k - The number of nearest neighbors to return for each query vector
              numThreads - The number of threads to use when searching. If -1, all available CPU cores will be used. Note that passing a number of threads other than 1 will cause a temporary C++ thread pool to be used. Instead of calling query(float[],int) in a tight loop, consider passing more data to each call instead to reduce overhead.
              -
              Returns:
              +
              Returns:
              An array of Index.QueryResults objects, each containing the neighbors found that are (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
              -
              Throws:
              -
              RuntimeException - if fewer than k results can be found in the index for one or +
              Throws:
              +
              RuntimeException - if fewer than k results can be found in the index for one or more queries.
              +
              • -
            - - - -
              -
            • -

              query

              -
              public Index.QueryResults query​(float[] queryVector,
-                                int k,
-                                long queryEf)
              +
            • +
              +

              query

              +
              public Index.QueryResults query(float[] queryVector, + int k, + long queryEf)
              Query this Index for approximate nearest neighbors of a single query vector.
              -
              -
              Parameters:
              +
              +
              Parameters:
              queryVector - A query vector to use for searching.
              k - The number of nearest neighbors to return.
              queryEf - The per-query "ef" value to use. Larger values produce more accurate results at the expense of query time.
              -
              Returns:
              +
              Returns:
              A Index.QueryResults object, containing the neighbors found that are (approximately) nearest to the query vector.
              -
              Throws:
              -
              RuntimeException - if fewer than k results can be found in the index.
              +
              Throws:
              +
              RuntimeException - if fewer than k results can be found in the index.
              +
              • -
            - - - -
              -
            • -

              query

              -
              public Index.QueryResults[] query​(float[][] queryVectors,
-                                  int k,
-                                  int numThreads,
-                                  long queryEf)
              +
            • +
              +

              query

              +
              public Index.QueryResults[] query(float[][] queryVectors, + int k, + int numThreads, + long queryEf)
              Query this Index for approximate nearest neighbors of multiple query vectors.
              -
              -
              Parameters:
              +
              +
              Parameters:
              queryVectors - The query vectors to use for searching.
              k - The number of nearest neighbors to return for each query vector
              numThreads - The number of threads to use when searching. If -1, all available CPU cores @@ -1077,194 +840,115 @@

              query

              more data to each call instead to reduce overhead.
              queryEf - The per-query "ef" value to use. Larger values produce more accurate results at the expense of query time.
              -
              Returns:
              +
              Returns:
              An array of Index.QueryResults objects, each containing the neighbors found that are (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
              -
              Throws:
              -
              RuntimeException - if fewer than k results can be found in the index for one or +
              Throws:
              +
              RuntimeException - if fewer than k results can be found in the index for one or more queries.
              +
              • -
            - - - -
              -
            • -

              markDeleted

              -
              public void markDeleted​(long label)
              +
            • +
              +

              markDeleted

              +
              public void markDeleted(long label)
              Mark an element of the index as deleted. Deleted elements will be skipped when querying, but will still be present in the index.
              -
              -
              Parameters:
              +
              +
              Parameters:
              label - The ID of the element to mark as deleted.
              -
              Throws:
              -
              RuntimeException - If the provided identifier is not present in the Index.
              +
              Throws:
              +
              RuntimeException - If the provided identifier is not present in the Index.
              +
              • -
            - - - -
              -
            • -

              unmarkDeleted

              -
              public void unmarkDeleted​(long label)
              +
            • +
              +

              unmarkDeleted

              +
              public void unmarkDeleted(long label)
              Un-mark an element of the index as deleted, making it available again.
              -
              -
              Parameters:
              +
              +
              Parameters:
              label - The ID of the element to unmark as deleted.
              -
              Throws:
              -
              RuntimeException - If the provided identifier is not present in the Index.
              +
              Throws:
              +
              RuntimeException - If the provided identifier is not present in the Index.
              +
              • -
            - - - -
              -
            • -

              resizeIndex

              -
              public void resizeIndex​(long newSize)
              +
            • +
              +

              resizeIndex

              +
              public void resizeIndex(long newSize)
              Change the maximum number of elements currently storable by this Index. This operation reallocates the memory used by the index and can be quite slow, so it may be useful to set the maximum number of elements in advance if that number is known.
              -
              -
              Parameters:
              +
              +
              Parameters:
              newSize - The new number of maximum elements to resize this Index to.
              +
              • -
            - - - -
              -
            • -

              getMaxElements

              -
              public long getMaxElements()
              +
            • +
              +

              getMaxElements

              +
              public long getMaxElements()
              Get the maximum number of elements currently storable by this Index. If more elements are added than getMaxElements(), the index will be automatically (but slowly) resized.
              -
              -
              Returns:
              +
              +
              Returns:
              The number of elements (vectors) that are currently storable in this Index.
              +
              • -
            - - - -
              -
            • -

              getNumElements

              -
              public long getNumElements()
              +
            • +
              +

              getNumElements

              +
              public long getNumElements()
              Get the number of elements currently in this Index.
              -
              -
              Returns:
              +
              +
              Returns:
              The number of elements (vectors) in this Index. This count includes any deleted elements.
              +
              • -
            - - - -
              -
            • -

              getEfConstruction

              -
              public long getEfConstruction()
              +
            • +
              +

              getEfConstruction

              +
              public long getEfConstruction()
              Get the EF Construction value used when adding new elements to this Index.
              -
              -
              Returns:
              +
              +
              Returns:
              The current EF Construction value (i.e.: the number of neighbors to search for when adding new elements).
              +
              • -
            - - - -
              -
            • -

              getM

              -
              public long getM()
              +
            • +
              +

              getM

              +
              public long getM()
              Get the M value used when adding new elements to this Index.
              -
              -
              Returns:
              +
              +
              Returns:
              The current M value (i.e.: the number of links between adjacent vectors to create when adding elements).
              -
              • -
            +
      -
    - - + +
    -
    -
    - -
    - - - - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html b/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html index ecb59a12..b28fa9ee 100644 --- a/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html @@ -1,388 +1,219 @@ - - -StringIndex.QueryResults (voyager 2.0.2 API) + +StringIndex.QueryResults (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    +
    + +
    - +
    +
    -
    Package com.spotify.voyager.jni
    -

    Class StringIndex.QueryResults

    +
    Package com.spotify.voyager.jni
    +

    Class StringIndex.QueryResults

    -
    - -
    -
      -
    • -
      +
      java.lang.Object +
      com.spotify.voyager.jni.StringIndex.QueryResults
      +
      +
      +
      Enclosing class:
      StringIndex
      -
      public static class StringIndex.QueryResults
-extends Object
      +
      public static class StringIndex.QueryResults +extends Object
      A wrapper class for nearest neighbor query results.
      -
      • -
    -
    -
    -
    -
    -
      -
    • + +
      +
        -
        -
          -
        • - - -

          Constructor Detail

          - - - -
            -
          • -

            QueryResults

            -
            public QueryResults​(String[] names,
-                    float[] distances)
            -
            • -
          +
        • +
          +

          Constructor Details

          +
            +
          • +
            +

            QueryResults

            +
            public QueryResults(String[] names, + float[] distances)
            +
          +
          • -
          -
            -
          • - - -

            Method Detail

            - - - -
              -
            • -

              getNames

              -
              public String[] getNames()
              +
            • +
              +

              Method Details

              +
                +
              • +
                +

                getNames

                +
                public String[] getNames()
                +
                • -
              - - - -
                -
              • -

                getDistances

                -
                public float[] getDistances()
                +
              • +
                +

                getDistances

                +
                public float[] getDistances()
                +
                • -
              - - - -
                -
              • -

                getName

                -
                public String getName​(int index)
                +
              • +
                +

                getName

                +
                public String getName(int index)
                +
                • -
              - - - -
                -
              • -

                getDistance

                -
                public float getDistance​(int index)
                +
              • +
                +

                getDistance

                +
                public float getDistance(int index)
                +
                • -
              - - - -
                -
              • -

                getNumResults

                -
                public int getNumResults()
                +
              • +
                +

                getNumResults

                +
                public int getNumResults()
                +
                • -
              - - - - +
        -
    -
    -
    + +
    -
    -
    -
      -
    • Summary: 
      • -
    • Nested | 
      • -
    • Field | 
      • -
    • Constr | 
      • -
    • Method
      • -
    -
    - - - - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/StringIndex.html b/docs/java/com/spotify/voyager/jni/StringIndex.html index cf4753c9..1f311a23 100644 --- a/docs/java/com/spotify/voyager/jni/StringIndex.html +++ b/docs/java/com/spotify/voyager/jni/StringIndex.html @@ -1,378 +1,262 @@ - - -StringIndex (voyager 2.0.2 API) + +StringIndex (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + - +
    +
    -
    Package com.spotify.voyager.jni
    -

    Class StringIndex

    +
    Package com.spotify.voyager.jni
    +

    Class StringIndex

    -
    - -
    -
      -
    • -
      +
      java.lang.Object +
      com.spotify.voyager.jni.StringIndex
      +
      +
      +
      All Implemented Interfaces:
      -
      Closeable, AutoCloseable
      +
      Closeable, AutoCloseable
      -
      public class StringIndex
-extends Object
-implements Closeable
      +
      public class StringIndex +extends Object +implements Closeable
      Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.

      StringIndex can only accommodate up to 2^31 - 1 (2.1B) items, despite typical Voyager indices allowing up to 2^63 - 1 (9e18) items.

      -
      • -
    -
    -
    -
      -
    • + +
      +
        -
        -
          -
        • - - -

          Nested Class Summary

          - - - - - - - - - - - - -
          Nested Classes 
          Modifier and TypeClassDescription
          static class StringIndex.QueryResults +
        • +
          +

          Nested Class Summary

          +
          Nested Classes
          +
          +
          Modifier and Type
          +
          Class
          +
          Description
          +
          static class 
          +
          StringIndex.QueryResults
          +
          A wrapper class for nearest neighbor query results.
          -
          • -
          • -
        +
    +
    + -
    -
      -
    • - - -

      Constructor Summary

      - - - - - - - - - - - - - - -
      Constructors 
      ConstructorDescription
      StringIndex​(Index.SpaceType spaceType, - int numDimensions) +
    • +
      +

      Constructor Summary

      +
      Constructors
      +
      +
      Constructor
      +
      Description
      +
      StringIndex(Index.SpaceType spaceType, + int numDimensions)
      +
      Instantiate a new empty index with the specified space type and dimensionality
      -
      • StringIndex​(Index.SpaceType spaceType, - int numDimensions, - long indexM, - long efConstruction, - long randomSeed, - long maxElements, - Index.StorageDataType storageDataType) + +
      StringIndex(Index.SpaceType spaceType, + int numDimensions, + long indexM, + long efConstruction, + long randomSeed, + long maxElements, + Index.StorageDataType storageDataType)
      +
      Instantiate an empty index with the specified index parameters
      -
      -
      • -
    +
    +
    + -
    - + +
    void
    +
    saveIndex(String outputDirectory, + String indexFilename, + String nameListFilename)
    +
     
    + + + +
    +

    Methods inherited from class java.lang.Object

    +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
    - -
    -
      -
    • + +
      +
        -
        -
          -
        • - - -

          Constructor Detail

          - - - -
            -
          • -

            StringIndex

            -
            public StringIndex​(Index.SpaceType spaceType,
-                   int numDimensions)
            +
          • +
            +

            Constructor Details

            +
              +
            • +
              +

              StringIndex

              +
              public StringIndex(Index.SpaceType spaceType, + int numDimensions)
              Instantiate a new empty index with the specified space type and dimensionality
              -
              -
              Parameters:
              +
              +
              Parameters:
              spaceType - Type of space and distance calculation used when determining distance between embeddings in the index, @see com.spotify.voyager.jni.Index.SpaceType
              numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
              +
              • -
            - - - -
              -
            • -

              StringIndex

              -
              public StringIndex​(Index.SpaceType spaceType,
-                   int numDimensions,
-                   long indexM,
-                   long efConstruction,
-                   long randomSeed,
-                   long maxElements,
-                   Index.StorageDataType storageDataType)
              +
            • +
              +

              StringIndex

              +
              public StringIndex(Index.SpaceType spaceType, + int numDimensions, + long indexM, + long efConstruction, + long randomSeed, + long maxElements, + Index.StorageDataType storageDataType)
              Instantiate an empty index with the specified index parameters
              -
              -
              Parameters:
              +
              +
              Parameters:
              spaceType - Type of space and distance calculation used when determining distance between embeddings in the index, @see com.spotify.voyager.jni.Index.SpaceType
              numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
              @@ -385,207 +269,180 @@

              StringIndex

              storageDataType - Type to store the embedding values as, @see com.spotify.voyager.jni.StorageDataType
              -
              • -
            +
        + -
        -
          -
        • - - -

          Method Detail

          - - - -
            -
          • -

            load

            -
            public static StringIndex load​(String indexFilename,
-                               String nameListFilename,
-                               Index.SpaceType spaceType,
-                               int numDimensions,
-                               Index.StorageDataType storageDataType)
            +
          • +
            +

            Method Details

            +
              +
            • +
              +

              load

              +
              public static StringIndex load(String indexFilename, + String nameListFilename, + Index.SpaceType spaceType, + int numDimensions, + Index.StorageDataType storageDataType)
              Load a previously constructed index from the provided file location. It is important that the dimensions, space type, and storage data type provided are the same that the index was constructed with.
              -
              -
              Parameters:
              +
              +
              Parameters:
              indexFilename - Filename of the underlying HNSW index
              nameListFilename - Filename of the JSON encoded names list
              spaceType -
              numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
              storageDataType -
              -
              Returns:
              +
              Returns:
              reference to the loaded StringIndex
              -
              See Also:
              -
              Index.SpaceType, -Index.StorageDataType
              +
              See Also:
              +
              + +
              +
              • -
            - - - -
              -
            • -

              load

              -
              public static StringIndex load​(InputStream indexInputStream,
-                               InputStream nameListInputStream,
-                               Index.SpaceType spaceType,
-                               int numDimensions,
-                               Index.StorageDataType storageDataType)
              +
            • +
              +

              load

              +
              public static StringIndex load(InputStream indexInputStream, + InputStream nameListInputStream, + Index.SpaceType spaceType, + int numDimensions, + Index.StorageDataType storageDataType)
              Load a previously constructed index from the provided input streams. It is important that the dimensions, space type, and storage data type provided are the same that the index was constructed with.
              -
              -
              Parameters:
              +
              +
              Parameters:
              indexInputStream - input stream pointing to the underlying HNSW index
              nameListInputStream - input stream pointing to the JSON encoded names list
              spaceType -
              numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
              storageDataType -
              -
              Returns:
              +
              Returns:
              reference to the loaded StringIndex
              -
              See Also:
              -
              Index.SpaceType, -Index.StorageDataType
              +
              See Also:
              +
              + +
              +
              • -
            - - - -
              -
            • -

              load

              -
              public static StringIndex load​(String indexFilename,
-                               String nameListFilename)
              +
            • +
              +

              load

              +
              public static StringIndex load(String indexFilename, + String nameListFilename)
              Load a previously constructed index from the provided file location. The space type, dimensions, and storage data type are read from the file metadata.
              -
              -
              Parameters:
              +
              +
              Parameters:
              indexFilename - Filename of the underlying HNSW index
              nameListFilename - Filename of the JSON encoded names list
              -
              Returns:
              +
              Returns:
              reference to the loaded StringIndex
              +
              • -
            - - - -
              -
            • -

              load

              -
              public static StringIndex load​(InputStream indexInputStream,
-                               InputStream nameListInputStream)
              +
            • +
              +

              load

              +
              public static StringIndex load(InputStream indexInputStream, + InputStream nameListInputStream)
              Load a previously constructed index from the provided input stream. The space type, dimensions, and storage data type are read from the file metadata.
              -
              -
              Parameters:
              +
              +
              Parameters:
              indexInputStream - input stream pointing to the underlying HNSW index
              nameListInputStream - input stream pointing to the JSON encoded names list
              -
              Returns:
              +
              Returns:
              reference to the loaded StringIndex
              +
              • -
            - - - -
              -
            • -

              saveIndex

              -
              public void saveIndex​(String outputDirectory)
-               throws IOException
              +
            • +
              +

              saveIndex

              +
              public void saveIndex(String outputDirectory) + throws IOException
              Save the underlying index and JSON encoded name list to the provided output directory
              -
              -
              Parameters:
              +
              +
              Parameters:
              outputDirectory - directory to output files to
              -
              Throws:
              -
              IOException - when there is an error writing to JSON or saving to disk
              +
              Throws:
              +
              IOException - when there is an error writing to JSON or saving to disk
              +
              • -
            - - - - - - - -
              -
            • -

              saveIndex

              -
              public void saveIndex​(OutputStream indexOutputStream,
-                      OutputStream namesListOutputStream)
-               throws IOException
              +
            • +
              +

              saveIndex

              +
              public void saveIndex(OutputStream indexOutputStream, + OutputStream namesListOutputStream) + throws IOException
              Save the underlying HNSW index and JSON encoded names list to the provided output streams
              -
              -
              Parameters:
              +
              +
              Parameters:
              indexOutputStream - output stream pointing to the location to save the HNSW index
              namesListOutputStream - output stream pointing to the location to save the JSON names list
              -
              Throws:
              -
              IOException - when there is an error writing to JSON or the output streams
              +
              Throws:
              +
              IOException - when there is an error writing to JSON or the output streams
              +
              • -
            - - - -
              -
            • -

              addItem

              -
              public void addItem​(String name,
-                    float[] vector)
              +
            • +
              +

              addItem

              +
              public void addItem(String name, + float[] vector)
              +
              • -
            - - - -
              -
            • -

              addItem

              -
              public void addItem​(String name,
-                    List<Float> vector)
              +
            • +
              +

              addItem

              +
              public void addItem(String name, + List<Float> vector)
              +
              • -
            - - - - - - - -
              -
            • -

              query

              -
              public StringIndex.QueryResults query​(float[] queryVector,
-                                      int numNeighbors,
-                                      int ef)
              +
            • +
              +

              query

              +
              public StringIndex.QueryResults query(float[] queryVector, + int numNeighbors, + int ef)
              Find the nearest neighbors of the provided embedding.
              -
              -
              Parameters:
              +
              +
              Parameters:
              queryVector - The vector to center the search around.
              numNeighbors - The number of neighbors to return. The number of results returned may be smaller than this value if the index does not contain enough items.
              @@ -593,100 +450,39 @@

              query

              Increasing this value can improve recall (up to a point) at the cost of increased search latency. The minimum value of this parameter is the requested number of neighbors, and the maximum value is the number of items in the index. -
              Returns:
              +
              Returns:
              a QueryResults object, containing the names of the neighbors and each neighbor's distance from the query vector, sorted in ascending order of distance
              +
              • -
            - - - - +
      -
    - - + +
    -
    -
    - -
    - - - - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html b/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html index 39135421..bd64d03b 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html @@ -1,226 +1,114 @@ - - -Uses of Class com.spotify.voyager.jni.Index.QueryResults (voyager 2.0.2 API) + +Uses of Class com.spotify.voyager.jni.Index.QueryResults (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +
    -

    Uses of Class
    com.spotify.voyager.jni.Index.QueryResults

    +

    Uses of Class
    com.spotify.voyager.jni.Index.QueryResults

    -
    -
    +
    - - -
    + -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html b/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html index 2ba232fd..83a120fc 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html @@ -1,315 +1,186 @@ - - -Uses of Class com.spotify.voyager.jni.Index.SpaceType (voyager 2.0.2 API) + +Uses of Enum com.spotify.voyager.jni.Index.SpaceType (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +
    -

    Uses of Class
    com.spotify.voyager.jni.Index.SpaceType

    +

    Uses of Enum
    com.spotify.voyager.jni.Index.SpaceType

    -
    -
    +
    - - -
    + -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html b/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html index b495e421..d00adb08 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html @@ -1,293 +1,168 @@ - - -Uses of Class com.spotify.voyager.jni.Index.StorageDataType (voyager 2.0.2 API) + +Uses of Enum com.spotify.voyager.jni.Index.StorageDataType (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +
    -

    Uses of Class
    com.spotify.voyager.jni.Index.StorageDataType

    +

    Uses of Enum
    com.spotify.voyager.jni.Index.StorageDataType

    -
    -
    +
    - - -
    + -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.html b/docs/java/com/spotify/voyager/jni/class-use/Index.html index b0d432f3..97cab75f 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.html @@ -1,228 +1,116 @@ - - -Uses of Class com.spotify.voyager.jni.Index (voyager 2.0.2 API) + +Uses of Class com.spotify.voyager.jni.Index (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +
    -

    Uses of Class
    com.spotify.voyager.jni.Index

    +

    Uses of Class
    com.spotify.voyager.jni.Index

    -
    -
    +
    - - -
    + -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html index c7a3fcb3..389d8018 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html @@ -1,199 +1,93 @@ - - -Uses of Class com.spotify.voyager.jni.StringIndex.QueryResults (voyager 2.0.2 API) + +Uses of Class com.spotify.voyager.jni.StringIndex.QueryResults (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +
    -

    Uses of Class
    com.spotify.voyager.jni.StringIndex.QueryResults

    +

    Uses of Class
    com.spotify.voyager.jni.StringIndex.QueryResults

    -
    -
    +
    - - -
    + -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html index 662fe29c..0bb3341f 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html +++ b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html @@ -1,228 +1,116 @@ - - -Uses of Class com.spotify.voyager.jni.StringIndex (voyager 2.0.2 API) + +Uses of Class com.spotify.voyager.jni.StringIndex (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +
    -

    Uses of Class
    com.spotify.voyager.jni.StringIndex

    +

    Uses of Class
    com.spotify.voyager.jni.StringIndex

    -
    -
    +
    - - -
    + -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/package-summary.html b/docs/java/com/spotify/voyager/jni/package-summary.html index ac831a0d..e8fea423 100644 --- a/docs/java/com/spotify/voyager/jni/package-summary.html +++ b/docs/java/com/spotify/voyager/jni/package-summary.html @@ -1,217 +1,136 @@ - - -com.spotify.voyager.jni (voyager 2.0.2 API) + +com.spotify.voyager.jni (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +
    -

    Package com.spotify.voyager.jni

    +

    Package com.spotify.voyager.jni

    -
    -
    - - +
    +
    package com.spotify.voyager.jni
    +
    Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
    -
      -
    • - - - - - - - - - - - - - - - - - - - - - - - - -
      Class Summary 
      ClassDescription
      Index +
      +
        +
      • + +
        • +
      • +
        +
        +
        +
        +
        Class
        +
        Description
        +
        Index
        +
        A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors.
        -
      Index.QueryResults + +
      Index.QueryResults
      +
      A container for query results, returned by Index.
      -
      StringIndex + +
      Index.SpaceType
      +
      +
      The space, also known as distance metric, to use when searching.
      +
      +
      Index.StorageDataType
      +
      +
      The datatype used to use when storing vectors on disk.
      +
      +
      StringIndex
      +
      Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.
      -
      StringIndex.QueryResults + +
      StringIndex.QueryResults
      +
      A wrapper class for nearest neighbor query results.
      -
      -
      • -
    • - - - - - - - - - - - - - - - - -
      Enum Summary 
      EnumDescription
      Index.SpaceType -
      The space, also known as distance metric, to use when searching.
      -
      Index.StorageDataType -
      The datatype used to use when storing vectors on disk.
      -
      +
    +
    +
    + - + -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/package-tree.html b/docs/java/com/spotify/voyager/jni/package-tree.html index a4c770d4..400c1cda 100644 --- a/docs/java/com/spotify/voyager/jni/package-tree.html +++ b/docs/java/com/spotify/voyager/jni/package-tree.html @@ -1,182 +1,94 @@ - - -com.spotify.voyager.jni Class Hierarchy (voyager 2.0.2 API) + +com.spotify.voyager.jni Class Hierarchy (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +

    Hierarchy For Package com.spotify.voyager.jni

    -Package Hierarchies: +Package Hierarchies:
    -
    -
    +

    Class Hierarchy

    -
    +

    Enum Hierarchy

    -
    -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/package-use.html b/docs/java/com/spotify/voyager/jni/package-use.html index a8c6e149..6fd42b41 100644 --- a/docs/java/com/spotify/voyager/jni/package-use.html +++ b/docs/java/com/spotify/voyager/jni/package-use.html @@ -1,220 +1,110 @@ - - -Uses of Package com.spotify.voyager.jni (voyager 2.0.2 API) + +Uses of Package com.spotify.voyager.jni (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +

    Uses of Package
    com.spotify.voyager.jni

    -
    -
    +
    + -
    +
    -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html b/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html index 777a6d58..0a0d318f 100644 --- a/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html +++ b/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html @@ -1,307 +1,163 @@ - - -JniLibExtractor (voyager 2.0.2 API) + +JniLibExtractor (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + - +
    +
    -
    Package com.spotify.voyager.jni.utils
    -

    Class JniLibExtractor

    +
    Package com.spotify.voyager.jni.utils
    +

    Class JniLibExtractor

    -
    - -
    -
      -
    • -
      -
      public class JniLibExtractor
-extends Object
      -
      • -
    +
    java.lang.Object +
    com.spotify.voyager.jni.utils.JniLibExtractor
    -
    -
    -
    -
      -
    • + +
      +
        -
        -
          -
        • - - -

          Constructor Detail

          - - - -
            -
          • -

            JniLibExtractor

            -
            public JniLibExtractor()
            -
            • -
          +
        • +
          +

          Constructor Details

          +
            +
          • +
            +

            JniLibExtractor

            +
            public JniLibExtractor()
            +
          - -
          -
            -
          • - - -

            Method Detail

            - - - -
              -
            • -

              extractBinaries

              -
              public static String extractBinaries​(String libname)
              • -
            + +
          • +
            +

            Method Details

            +
              +
            • +
              +

              extractBinaries

              +
              public static String extractBinaries(String libname)
              +
          -
    -
    -
    + +
    -
    - -
    - -
    -
    -
      -
    • Summary: 
      • -
    • Nested | 
      • -
    • Field | 
      • -
    • Constr | 
      • -
    • Method
      • -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/utils/TinyJson.html b/docs/java/com/spotify/voyager/jni/utils/TinyJson.html index bc91109b..3a7bafd0 100644 --- a/docs/java/com/spotify/voyager/jni/utils/TinyJson.html +++ b/docs/java/com/spotify/voyager/jni/utils/TinyJson.html @@ -1,330 +1,181 @@ - - -TinyJson (voyager 2.0.2 API) + +TinyJson (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + - +
    +
    -
    Package com.spotify.voyager.jni.utils
    -

    Class TinyJson

    +
    Package com.spotify.voyager.jni.utils
    +

    Class TinyJson

    -
    - -
    -
      -
    • +
      java.lang.Object +
      com.spotify.voyager.jni.utils.TinyJson
      +
      +
      -
      public class TinyJson
-extends Object
      +
      public class TinyJson +extends Object
      A dependency-free, super tiny JSON serde class that only supports reading and writing lists of strings.
      -
      • -
    -
    -
    -
    -
    -
    -
    -
    + +
    -
    - -
    - -
    -
    -
      -
    • Summary: 
      • -
    • Nested | 
      • -
    • Field | 
      • -
    • Constr | 
      • -
    • Method
      • -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html b/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html index 2b3d08bd..a3d82dbe 100644 --- a/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html +++ b/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html @@ -1,149 +1,62 @@ - - -Uses of Class com.spotify.voyager.jni.utils.JniLibExtractor (voyager 2.0.2 API) + +Uses of Class com.spotify.voyager.jni.utils.JniLibExtractor (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +
    -

    Uses of Class
    com.spotify.voyager.jni.utils.JniLibExtractor

    +

    Uses of Class
    com.spotify.voyager.jni.utils.JniLibExtractor

    -
    No usage of com.spotify.voyager.jni.utils.JniLibExtractor
    -
    +No usage of com.spotify.voyager.jni.utils.JniLibExtractor
    -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html b/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html index b7b3848f..f8708b1c 100644 --- a/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html +++ b/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html @@ -1,149 +1,62 @@ - - -Uses of Class com.spotify.voyager.jni.utils.TinyJson (voyager 2.0.2 API) + +Uses of Class com.spotify.voyager.jni.utils.TinyJson (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +
    -

    Uses of Class
    com.spotify.voyager.jni.utils.TinyJson

    +

    Uses of Class
    com.spotify.voyager.jni.utils.TinyJson

    -
    No usage of com.spotify.voyager.jni.utils.TinyJson
    -
    +No usage of com.spotify.voyager.jni.utils.TinyJson
    -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/utils/package-summary.html b/docs/java/com/spotify/voyager/jni/utils/package-summary.html index 94a71419..1902c967 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-summary.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-summary.html @@ -1,174 +1,105 @@ - - -com.spotify.voyager.jni.utils (voyager 2.0.2 API) + +com.spotify.voyager.jni.utils (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    +
    + +
    +
    -

    Package com.spotify.voyager.jni.utils

    +

    Package com.spotify.voyager.jni.utils

    +
    +
    +
    package com.spotify.voyager.jni.utils
    +
    +
      +
    • + +
    -
    +
    -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/utils/package-tree.html b/docs/java/com/spotify/voyager/jni/utils/package-tree.html index 9f26b212..f1ef455a 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-tree.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-tree.html @@ -1,165 +1,77 @@ - - -com.spotify.voyager.jni.utils Class Hierarchy (voyager 2.0.2 API) + +com.spotify.voyager.jni.utils Class Hierarchy (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +

    Hierarchy For Package com.spotify.voyager.jni.utils

    -Package Hierarchies: +Package Hierarchies:
    -
    -
    +

    Class Hierarchy

    -
    -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/jni/utils/package-use.html b/docs/java/com/spotify/voyager/jni/utils/package-use.html index 1c089783..be4daedf 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-use.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-use.html @@ -1,149 +1,62 @@ - - -Uses of Package com.spotify.voyager.jni.utils (voyager 2.0.2 API) + +Uses of Package com.spotify.voyager.jni.utils (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +

    Uses of Package
    com.spotify.voyager.jni.utils

    -
    No usage of com.spotify.voyager.jni.utils
    -
    +No usage of com.spotify.voyager.jni.utils
    -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/package-summary.html b/docs/java/com/spotify/voyager/package-summary.html index 6ed69d00..4db475e4 100644 --- a/docs/java/com/spotify/voyager/package-summary.html +++ b/docs/java/com/spotify/voyager/package-summary.html @@ -1,105 +1,67 @@ - - -com.spotify.voyager (voyager 2.0.2 API) + +com.spotify.voyager (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    +
    + +
    +
    -

    Package com.spotify.voyager

    +

    Package com.spotify.voyager

    -
    -
    - - +
    +
    package com.spotify.voyager
    +
    Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector data. For most use cases, Index will be the primary interface to Voyager's functionality. @@ -125,54 +87,29 @@

    Package com.spotify.voyager

    index.saveIndex("my_tiny_index.voy");
    +
    +
      +
    • + +
      • +
    +
    -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/package-tree.html b/docs/java/com/spotify/voyager/package-tree.html index b658c470..4b97bc8c 100644 --- a/docs/java/com/spotify/voyager/package-tree.html +++ b/docs/java/com/spotify/voyager/package-tree.html @@ -1,152 +1,66 @@ - - -com.spotify.voyager Class Hierarchy (voyager 2.0.2 API) + +com.spotify.voyager Class Hierarchy (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +

    Hierarchy For Package com.spotify.voyager

    -Package Hierarchies: +Package Hierarchies:
    -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/com/spotify/voyager/package-use.html b/docs/java/com/spotify/voyager/package-use.html index b672c230..f2f174e9 100644 --- a/docs/java/com/spotify/voyager/package-use.html +++ b/docs/java/com/spotify/voyager/package-use.html @@ -1,149 +1,62 @@ - - -Uses of Package com.spotify.voyager (voyager 2.0.2 API) + +Uses of Package com.spotify.voyager (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +

    Uses of Package
    com.spotify.voyager

    -
    No usage of com.spotify.voyager
    -
    +No usage of com.spotify.voyager
    -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/help-doc.html b/docs/java/help-doc.html index a0f372ba..24648553 100644 --- a/docs/java/help-doc.html +++ b/docs/java/help-doc.html @@ -1,115 +1,108 @@ - - -API Help (voyager 2.0.2 API) + +API Help (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    +
    + +
    +
    -
    -

    How This API Document Is Organized

    -
    This API (Application Programming Interface) document has pages corresponding to the items in the navigation bar, described as follows.
    +

    JavaDoc Help

    + +
    +
    +

    Navigation

    +Starting from the Overview page, you can browse the documentation using the links in each page, and in the navigation bar at the top of each page. The Index and Search box allow you to navigate to specific declarations and summary pages, including: All Packages, All Classes and Interfaces +
    -
    -
      -
    • -
      -

      Overview

      +
      +
      +

      Kinds of Pages

      +The following sections describe the different kinds of pages in this collection. +
      +

      Overview

      The Overview page is the front page of this API document and provides a list of all packages with a summary for each. This page can also contain an overall description of the set of packages.

      -
      • -
    • -
      -

      Package

      -

      Each package has a page that contains a list of its classes and interfaces, with a summary for each. These pages may contain six categories:

      -
        +
        +

        Package

        +

        Each package has a page that contains a list of its classes and interfaces, with a summary for each. These pages may contain the following categories:

        +
        • Interfaces
        • Classes
        • Enums
          • @@ -118,12 +111,10 @@

          Package

        • Annotation Types
        - -
      • -
        -

        Class or Interface

        -

        Each class, interface, nested class and nested interface has its own separate page. Each of these pages has three sections consisting of a class/interface description, summary tables, and detailed member descriptions:

        -
          +
          +

          Class or Interface

          +

          Each class, interface, nested class and nested interface has its own separate page. Each of these pages has three sections consisting of a declaration and description, member summary tables, and detailed member descriptions. Entries in each of these sections are omitted if they are empty or not applicable.

          +
          • Class Inheritance Diagram
          • Direct Subclasses
          • All Known Subinterfaces
            • @@ -132,150 +123,64 @@

            Class or Interface

          • Class or Interface Description

          -
            +
            • Nested Class Summary
              • +
            • Enum Constant Summary
            • Field Summary
            • Property Summary
            • Constructor Summary
            • Method Summary
              • -
            -
            -
              -
            • Field Detail
              • -
            • Property Detail
              • -
            • Constructor Detail
              • -
            • Method Detail
              • -
            -

            Each summary entry contains the first sentence from the detailed description for that item. The summary entries are alphabetical, while the detailed descriptions are in the order they appear in the source code. This preserves the logical groupings established by the programmer.

            -
          - -
        • -
          -

          Annotation Type

          -

          Each annotation type has its own separate page with the following sections:

          -
            -
          • Annotation Type Declaration
            • -
          • Annotation Type Description
          • Required Element Summary
          • Optional Element Summary
            • -
          • Element Detail
          -
          -
          • -
        • -
          -

          Enum

          -

          Each enum has its own separate page with the following sections:

          -
            -
          • Enum Declaration
            • -
          • Enum Description
            • -
          • Enum Constant Summary
            • -
          • Enum Constant Detail
            • +
            +
              +
            • Enum Constant Details
              • +
            • Field Details
              • +
            • Property Details
              • +
            • Constructor Details
              • +
            • Method Details
              • +
            • Element Details
            +

            Note: Annotation interfaces have required and optional elements, but not methods. Only enum classes have enum constants. The components of a record class are displayed as part of the declaration of the record class. Properties are a feature of JavaFX.

            +

            The summary entries are alphabetical, while the detailed descriptions are in the order they appear in the source code. This preserves the logical groupings established by the programmer.

          -
          • -
        • -
          -

          Use

          -

          Each documented package, class and interface has its own Use page. This page describes what packages, classes, methods, constructors and fields use any part of the given class or package. Given a class or interface A, its "Use" page includes subclasses of A, fields declared as A, methods that return A, and methods and constructors with parameters of type A. You can access this page by first going to the package, class or interface, then clicking on the "Use" link in the navigation bar.

          +
          +

          Other Files

          +

          Packages and modules may contain pages with additional information related to the declarations nearby.

          -
          • -
        • -
          -

          Tree (Class Hierarchy)

          +
          +

          Use

          +

          Each documented package, class and interface has its own Use page. This page describes what packages, classes, methods, constructors and fields use any part of the given class or package. Given a class or interface A, its Use page includes subclasses of A, fields declared as A, methods that return A, and methods and constructors with parameters of type A. You can access this page by first going to the package, class or interface, then clicking on the USE link in the navigation bar.

          +
          +
          +

          Tree (Class Hierarchy)

          There is a Class Hierarchy page for all packages, plus a hierarchy for each package. Each hierarchy page contains a list of classes and a list of interfaces. Classes are organized by inheritance structure starting with java.lang.Object. Interfaces do not inherit from java.lang.Object.

          -
            -
          • When viewing the Overview page, clicking on "Tree" displays the hierarchy for all packages.
            • -
          • When viewing a particular package, class or interface page, clicking on "Tree" displays the hierarchy for only that package.
            • +
              +
            • When viewing the Overview page, clicking on TREE displays the hierarchy for all packages.
              • +
            • When viewing a particular package, class or interface page, clicking on TREE displays the hierarchy for only that package.
          -
          • -
        • -
          -

          Deprecated API

          -

          The Deprecated API page lists all of the API that have been deprecated. A deprecated API is not recommended for use, generally due to improvements, and a replacement API is usually given. Deprecated APIs may be removed in future implementations.

          -
          -
          • -
        • -
          -

          Index

          -

          The Index contains an alphabetic index of all classes, interfaces, constructors, methods, and fields, as well as lists of all packages and all classes.

          -
          -
          • -
        • -
          -

          All Classes

          -

          The All Classes link shows all classes and interfaces except non-static nested types.

          -
          -
          • -
        • -
          -

          Serialized Form

          -

          Each serializable or externalizable class has a description of its serialization fields and methods. This information is of interest to re-implementors, not to developers using the API. While there is no link in the navigation bar, you can get to this information by going to any serialized class and clicking "Serialized Form" in the "See also" section of the class description.

          +
          +

          All Packages

          +

          The All Packages page contains an alphabetic index of all packages contained in the documentation.

          -
          • -
        • -
          -

          Constant Field Values

          -

          The Constant Field Values page lists the static final fields and their values.

          +
          +

          All Classes and Interfaces

          +

          The All Classes and Interfaces page contains an alphabetic index of all classes and interfaces contained in the documentation, including annotation interfaces, enum classes, and record classes.

          -
          • -
        • -
          -

          Search

          -

          You can search for definitions of modules, packages, types, fields, methods and other terms defined in the API, using some or all of the name. "Camel-case" abbreviations are supported: for example, "InpStr" will find "InputStream" and "InputStreamReader".

          +
          +

          Index

          +

          The Index contains an alphabetic index of all classes, interfaces, constructors, methods, and fields in the documentation, as well as summary pages such as All Packages, All Classes and Interfaces.

          -
          • -
        +
    -This help file applies to API documentation generated by the standard doclet.
    -
    +This help file applies to API documentation generated by the standard doclet.
    -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/index-all.html b/docs/java/index-all.html index 5190f72f..ef2d63de 100644 --- a/docs/java/index-all.html +++ b/docs/java/index-all.html @@ -1,136 +1,89 @@ - - -Index (voyager 2.0.2 API) + +Index (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +
    -
    A C D E F G I J L M Q R S T U V W 
    All Classes All Packages - - -

    A

    -
    -
    addItem(float[]) - Method in class com.spotify.voyager.jni.Index
    +
    +

    Index

    +
    +A C D E F G I J L M Q R S T U V W 
    All Classes and Interfaces|All Packages +

    A

    +
    +
    addItem(float[]) - Method in class com.spotify.voyager.jni.Index
    Add an item (a vector) to this Index.
    -
    addItem(float[], long) - Method in class com.spotify.voyager.jni.Index
    +
    addItem(float[], long) - Method in class com.spotify.voyager.jni.Index
    Add an item (a vector) to this Index with the provided identifier.
    -
    addItem(String, float[]) - Method in class com.spotify.voyager.jni.StringIndex
    +
    addItem(String, float[]) - Method in class com.spotify.voyager.jni.StringIndex
     
    -
    addItem(String, List<Float>) - Method in class com.spotify.voyager.jni.StringIndex
    +
    addItem(String, List<Float>) - Method in class com.spotify.voyager.jni.StringIndex
     
    -
    addItems(float[][], int) - Method in class com.spotify.voyager.jni.Index
    +
    addItems(float[][], int) - Method in class com.spotify.voyager.jni.Index
    Add multiple items (vectors) to this Index.
    -
    addItems(float[][], long[], int) - Method in class com.spotify.voyager.jni.Index
    +
    addItems(float[][], long[], int) - Method in class com.spotify.voyager.jni.Index
    Add multiple items (vectors) to this Index.
    -
    addItems(Map<String, List<Float>>) - Method in class com.spotify.voyager.jni.StringIndex
    +
    addItems(Map<String, List<Float>>) - Method in class com.spotify.voyager.jni.StringIndex
     
    - - - -

    C

    -
    -
    close() - Method in class com.spotify.voyager.jni.Index
    +

    C

    +
    +
    close() - Method in class com.spotify.voyager.jni.Index
    Close this Index and release any memory held by it.
    -
    close() - Method in class com.spotify.voyager.jni.StringIndex
    +
    close() - Method in class com.spotify.voyager.jni.StringIndex
     
    com.spotify.voyager - package com.spotify.voyager
    @@ -143,428 +96,341 @@

    C

    com.spotify.voyager.jni.utils - package com.spotify.voyager.jni.utils
     
    -
    Cosine - com.spotify.voyager.jni.Index.SpaceType
    +
    Cosine - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
    Cosine distance; i.e.
    - - - -

    D

    -
    -
    distances - Variable in class com.spotify.voyager.jni.Index.QueryResults
    +

    D

    +
    +
    distances - Variable in class com.spotify.voyager.jni.Index.QueryResults
    A list of distances from each item ID to the query vector for this query.
    - - - -

    E

    -
    -
    E4M3 - com.spotify.voyager.jni.Index.StorageDataType
    +

    E

    +
    +
    E4M3 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
    A custom 8-bit floating point data type with range [-448, 448] and variable precision.
    -
    Euclidean - com.spotify.voyager.jni.Index.SpaceType
    +
    Euclidean - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
    Euclidean distance, also known as L2 distance.
    -
    extractBinaries(String) - Static method in class com.spotify.voyager.jni.utils.JniLibExtractor
    +
    extractBinaries(String) - Static method in class com.spotify.voyager.jni.utils.JniLibExtractor
     
    - - - -

    F

    -
    -
    finalize() - Method in class com.spotify.voyager.jni.Index
    +

    F

    +
    +
    finalize() - Method in class com.spotify.voyager.jni.Index
     
    -
    Float32 - com.spotify.voyager.jni.Index.StorageDataType
    +
    Float32 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
    A 32-bit floating point ("Float") data type.
    -
    Float8 - com.spotify.voyager.jni.Index.StorageDataType
    +
    Float8 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
    An 8-bit floating point data type that expects all values to be on [-1, 1].
    - - - -

    G

    -
    -
    getDistance(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +

    G

    +
    +
    getDistance(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getDistances() - Method in class com.spotify.voyager.jni.Index.QueryResults
    +
    getDistances() - Method in class com.spotify.voyager.jni.Index.QueryResults
    Retrieve the list of distances between query vectors and item vectors for the results of this query.
    -
    getDistances() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    getDistances() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getEf() - Method in class com.spotify.voyager.jni.Index
    +
    getEf() - Method in class com.spotify.voyager.jni.Index
    Get the default EF ("query search depth") that will be uses when Index.query(float[], int) is called.
    -
    getEfConstruction() - Method in class com.spotify.voyager.jni.Index
    +
    getEfConstruction() - Method in class com.spotify.voyager.jni.Index
    Get the EF Construction value used when adding new elements to this Index.
    -
    getIDs() - Method in class com.spotify.voyager.jni.Index
    +
    getIDs() - Method in class com.spotify.voyager.jni.Index
    Get the list of identifiers currently stored by this index.
    -
    getLabels() - Method in class com.spotify.voyager.jni.Index.QueryResults
    +
    getLabels() - Method in class com.spotify.voyager.jni.Index.QueryResults
    Retrieve the list of item IDs ("labels") returned by this query.
    -
    getM() - Method in class com.spotify.voyager.jni.Index
    +
    getM() - Method in class com.spotify.voyager.jni.Index
    Get the M value used when adding new elements to this Index.
    -
    getMaxElements() - Method in class com.spotify.voyager.jni.Index
    +
    getMaxElements() - Method in class com.spotify.voyager.jni.Index
    Get the maximum number of elements currently storable by this Index.
    -
    getName(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    getName(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getNames() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    getNames() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getNumDimensions() - Method in class com.spotify.voyager.jni.Index
    +
    getNumDimensions() - Method in class com.spotify.voyager.jni.Index
    Get the number of dimensions used in this Index.
    -
    getNumElements() - Method in class com.spotify.voyager.jni.Index
    +
    getNumElements() - Method in class com.spotify.voyager.jni.Index
    Get the number of elements currently in this Index.
    -
    getNumResults() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    getNumResults() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getNumThreads() - Method in class com.spotify.voyager.jni.Index
    +
    getNumThreads() - Method in class com.spotify.voyager.jni.Index
    Get the default number of threads used when adding multiple vectors in bulk oor when querying for multiple vectors simultaneously.
    -
    getSpace() - Method in class com.spotify.voyager.jni.Index
    +
    getSpace() - Method in class com.spotify.voyager.jni.Index
    Get the Index.SpaceType that this Index uses to store and compare vectors.
    -
    getVector(long) - Method in class com.spotify.voyager.jni.Index
    +
    getVector(long) - Method in class com.spotify.voyager.jni.Index
    Get the vector for the provided identifier.
    -
    getVectors(long[]) - Method in class com.spotify.voyager.jni.Index
    +
    getVectors(long[]) - Method in class com.spotify.voyager.jni.Index
    Get the vectors for a provided array of identifiers.
    - - - -

    I

    -
    -
    Index - Class in com.spotify.voyager.jni
    +

    I

    +
    +
    Index - Class in com.spotify.voyager.jni
    A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors.
    -
    Index(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.Index
    +
    Index(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.Index
    Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
    -
    Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.Index
    +
    Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.Index
    Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
    -
    Index.QueryResults - Class in com.spotify.voyager.jni
    +
    Index.QueryResults - Class in com.spotify.voyager.jni
    A container for query results, returned by Index.
    -
    Index.SpaceType - Enum in com.spotify.voyager.jni
    +
    Index.SpaceType - Enum in com.spotify.voyager.jni
    The space, also known as distance metric, to use when searching.
    -
    Index.StorageDataType - Enum in com.spotify.voyager.jni
    +
    Index.StorageDataType - Enum in com.spotify.voyager.jni
    The datatype used to use when storing vectors on disk.
    -
    InnerProduct - com.spotify.voyager.jni.Index.SpaceType
    +
    InnerProduct - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
    Inner (dot) product.
    - - - -

    J

    -
    -
    JniLibExtractor - Class in com.spotify.voyager.jni.utils
    +

    J

    +
    +
    JniLibExtractor - Class in com.spotify.voyager.jni.utils
     
    -
    JniLibExtractor() - Constructor for class com.spotify.voyager.jni.utils.JniLibExtractor
    +
    JniLibExtractor() - Constructor for class com.spotify.voyager.jni.utils.JniLibExtractor
     
    - - - -

    L

    -
    -
    labels - Variable in class com.spotify.voyager.jni.Index.QueryResults
    +

    L

    +
    +
    labels - Variable in class com.spotify.voyager.jni.Index.QueryResults
    A list of item IDs ("labels").
    -
    load(InputStream) - Static method in class com.spotify.voyager.jni.Index
    +
    load(InputStream) - Static method in class com.spotify.voyager.jni.Index
    Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
    -
    load(InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
    +
    load(InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
    Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
    -
    load(InputStream, InputStream) - Static method in class com.spotify.voyager.jni.StringIndex
    +
    load(InputStream, InputStream) - Static method in class com.spotify.voyager.jni.StringIndex
    Load a previously constructed index from the provided input stream.
    -
    load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
    +
    load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
    Load a previously constructed index from the provided input streams.
    -
    load(String) - Static method in class com.spotify.voyager.jni.Index
    +
    load(String) - Static method in class com.spotify.voyager.jni.Index
    Load a Voyager index file and create a new Index initialized with the data in that file.
    -
    load(String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
    +
    load(String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
    Load a Voyager index file and create a new Index initialized with the data in that file.
    -
    load(String, String) - Static method in class com.spotify.voyager.jni.StringIndex
    +
    load(String, String) - Static method in class com.spotify.voyager.jni.StringIndex
    Load a previously constructed index from the provided file location.
    -
    load(String, String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
    +
    load(String, String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
    Load a previously constructed index from the provided file location.
    - - - -

    M

    -
    -
    markDeleted(long) - Method in class com.spotify.voyager.jni.Index
    +

    M

    +
    +
    markDeleted(long) - Method in class com.spotify.voyager.jni.Index
    Mark an element of the index as deleted.
    - - - -

    Q

    -
    -
    query(float[][], int, int) - Method in class com.spotify.voyager.jni.Index
    +

    Q

    +
    +
    query(float[][], int, int) - Method in class com.spotify.voyager.jni.Index
    Query this Index for approximate nearest neighbors of multiple query vectors.
    -
    query(float[][], int, int, long) - Method in class com.spotify.voyager.jni.Index
    +
    query(float[][], int, int, long) - Method in class com.spotify.voyager.jni.Index
    Query this Index for approximate nearest neighbors of multiple query vectors.
    -
    query(float[], int) - Method in class com.spotify.voyager.jni.Index
    +
    query(float[], int) - Method in class com.spotify.voyager.jni.Index
    Query this Index for approximate nearest neighbors of a single query vector.
    -
    query(float[], int, int) - Method in class com.spotify.voyager.jni.StringIndex
    +
    query(float[], int, int) - Method in class com.spotify.voyager.jni.StringIndex
    Find the nearest neighbors of the provided embedding.
    -
    query(float[], int, long) - Method in class com.spotify.voyager.jni.Index
    +
    query(float[], int, long) - Method in class com.spotify.voyager.jni.Index
    Query this Index for approximate nearest neighbors of a single query vector.
    -
    QueryResults(long[], float[]) - Constructor for class com.spotify.voyager.jni.Index.QueryResults
    +
    QueryResults(long[], float[]) - Constructor for class com.spotify.voyager.jni.Index.QueryResults
    Instantiates a new QueryResults object, provided two identical-length arrays of labels and their corresponding distances.
    -
    QueryResults(String[], float[]) - Constructor for class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    QueryResults(String[], float[]) - Constructor for class com.spotify.voyager.jni.StringIndex.QueryResults
     
    - - - -

    R

    -
    -
    readStringList(InputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
    +

    R

    +
    +
    readStringList(InputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
     
    -
    resizeIndex(long) - Method in class com.spotify.voyager.jni.Index
    +
    resizeIndex(long) - Method in class com.spotify.voyager.jni.Index
    Change the maximum number of elements currently storable by this Index.
    - - - -

    S

    -
    -
    saveIndex(OutputStream) - Method in class com.spotify.voyager.jni.Index
    +

    S

    +
    +
    saveIndex(OutputStream) - Method in class com.spotify.voyager.jni.Index
    Save this Index to the provided output stream.
    -
    saveIndex(OutputStream, OutputStream) - Method in class com.spotify.voyager.jni.StringIndex
    +
    saveIndex(OutputStream, OutputStream) - Method in class com.spotify.voyager.jni.StringIndex
    Save the underlying HNSW index and JSON encoded names list to the provided output streams
    -
    saveIndex(String) - Method in class com.spotify.voyager.jni.Index
    +
    saveIndex(String) - Method in class com.spotify.voyager.jni.Index
    Save this Index to a file at the provided filename.
    -
    saveIndex(String) - Method in class com.spotify.voyager.jni.StringIndex
    +
    saveIndex(String) - Method in class com.spotify.voyager.jni.StringIndex
    Save the underlying index and JSON encoded name list to the provided output directory
    -
    saveIndex(String, String, String) - Method in class com.spotify.voyager.jni.StringIndex
    +
    saveIndex(String, String, String) - Method in class com.spotify.voyager.jni.StringIndex
     
    -
    setEf(long) - Method in class com.spotify.voyager.jni.Index
    +
    setEf(long) - Method in class com.spotify.voyager.jni.Index
    Set the default EF ("query search depth") to use when Index.query(float[], int) is called.
    -
    setNumThreads(int) - Method in class com.spotify.voyager.jni.Index
    +
    setNumThreads(int) - Method in class com.spotify.voyager.jni.Index
    Set the default number of threads to use when adding multiple vectors in bulk, or when querying for multiple vectors simultaneously.
    -
    StringIndex - Class in com.spotify.voyager.jni
    +
    StringIndex - Class in com.spotify.voyager.jni
    Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.
    -
    StringIndex(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.StringIndex
    +
    StringIndex(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.StringIndex
    Instantiate a new empty index with the specified space type and dimensionality
    -
    StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.StringIndex
    +
    StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.StringIndex
    Instantiate an empty index with the specified index parameters
    -
    StringIndex.QueryResults - Class in com.spotify.voyager.jni
    +
    StringIndex.QueryResults - Class in com.spotify.voyager.jni
    A wrapper class for nearest neighbor query results.
    - - - -

    T

    -
    -
    TinyJson - Class in com.spotify.voyager.jni.utils
    +

    T

    +
    +
    TinyJson - Class in com.spotify.voyager.jni.utils
    A dependency-free, super tiny JSON serde class that only supports reading and writing lists of strings.
    -
    TinyJson() - Constructor for class com.spotify.voyager.jni.utils.TinyJson
    +
    TinyJson() - Constructor for class com.spotify.voyager.jni.utils.TinyJson
     
    -
    toString() - Method in class com.spotify.voyager.jni.Index.QueryResults
    +
    toString() - Method in class com.spotify.voyager.jni.Index.QueryResults
     
    -
    toString() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    toString() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    - - - -

    U

    -
    -
    unmarkDeleted(long) - Method in class com.spotify.voyager.jni.Index
    +

    U

    +
    +
    unmarkDeleted(long) - Method in class com.spotify.voyager.jni.Index
    Un-mark an element of the index as deleted, making it available again.
    - - - -

    V

    -
    -
    valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.SpaceType
    +

    V

    +
    +
    valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.SpaceType
    Returns the enum constant of this type with the specified name.
    -
    valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
    +
    valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
    Returns the enum constant of this type with the specified name.
    -
    values() - Static method in enum com.spotify.voyager.jni.Index.SpaceType
    +
    values() - Static method in enum com.spotify.voyager.jni.Index.SpaceType
    Returns an array containing the constants of this enum type, in the order they are declared.
    -
    values() - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
    +
    values() - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
    Returns an array containing the constants of this enum type, in the order they are declared.
    - - - -

    W

    -
    -
    writeStringList(Iterable<String>, OutputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
    +

    W

    +
    +
    writeStringList(Iterable<String>, OutputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
     
    -A C D E F G I J L M Q R S T U V W 
    All Classes All Packages
    -
    +A C D E F G I J L M Q R S T U V W 
    All Classes and Interfaces|All Packages
    -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/index.html b/docs/java/index.html index cd21a37f..241f7931 100644 --- a/docs/java/index.html +++ b/docs/java/index.html @@ -1,176 +1,80 @@ - - -Overview (voyager 2.0.2 API) + +Overview (voyager 2.0.4 API) + - + + + - + + - - - - - + + - - -
    +
    + +
    +
    -

    voyager 2.0.2 API

    +

    voyager 2.0.4 API

    -
    -
    - - - - - - - - - - - - - - - - - - - - -
    Packages 
    PackageDescription
    com.spotify.voyager +
    +
    Packages
    +
    +
    Package
    +
    Description
    +
    com.spotify.voyager
    +
    Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector data.
    -
    com.spotify.voyager.jni + +
    com.spotify.voyager.jni
    +
    Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
    -
    com.spotify.voyager.jni.utils 
    +
    +
    com.spotify.voyager.jni.utils
    +
     
    +
    -
    - -
    - -
    - - -
    - - -

    Copyright © 2023. All rights reserved.

    - diff --git a/docs/java/jquery-ui.overrides.css b/docs/java/jquery-ui.overrides.css index f89acb63..facf852c 100644 --- a/docs/java/jquery-ui.overrides.css +++ b/docs/java/jquery-ui.overrides.css @@ -1,5 +1,5 @@ /* - * Copyright (c) 2020, Oracle and/or its affiliates. All rights reserved. + * Copyright (c) 2020, 2022, Oracle and/or its affiliates. All rights reserved. * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER. * * This code is free software; you can redistribute it and/or modify it @@ -31,4 +31,5 @@ a.ui-button:active, .ui-button.ui-state-active:hover { /* Overrides the color of selection used in jQuery UI */ background: #F8981D; + border: 1px solid #F8981D; } diff --git a/docs/java/legal/jquery.md b/docs/java/legal/jquery.md index 8054a34c..d468b318 100644 --- a/docs/java/legal/jquery.md +++ b/docs/java/legal/jquery.md @@ -1,9 +1,9 @@ -## jQuery v3.5.1 +## jQuery v3.6.1 ### jQuery License ``` -jQuery v 3.5.1 -Copyright JS Foundation and other contributors, https://js.foundation/ +jQuery v 3.6.1 +Copyright OpenJS Foundation and other contributors, https://openjsf.org/ Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the @@ -26,7 +26,7 @@ WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. ****************************************** -The jQuery JavaScript Library v3.5.1 also includes Sizzle.js +The jQuery JavaScript Library v3.6.1 also includes Sizzle.js Sizzle.js includes the following license: diff --git a/docs/java/legal/jqueryUI.md b/docs/java/legal/jqueryUI.md index 8031bdb5..8bda9d7a 100644 --- a/docs/java/legal/jqueryUI.md +++ b/docs/java/legal/jqueryUI.md @@ -1,4 +1,4 @@ -## jQuery UI v1.12.1 +## jQuery UI v1.13.2 ### jQuery UI License ``` diff --git a/docs/java/member-search-index.js b/docs/java/member-search-index.js index 5240a750..2499c325 100644 --- a/docs/java/member-search-index.js +++ b/docs/java/member-search-index.js @@ -1 +1 @@ -memberSearchIndex = [{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[], long)","url":"addItem(float[],long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItem(String, float[])","url":"addItem(java.lang.String,float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItem(String, List)","url":"addItem(java.lang.String,java.util.List)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItems(float[][], int)","url":"addItems(float[][],int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItems(float[][], long[], int)","url":"addItems(float[][],long[],int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItems(Map>)","url":"addItems(java.util.Map)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"close()"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"close()"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"Cosine"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"distances"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"E4M3"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"Euclidean"},{"p":"com.spotify.voyager.jni.utils","c":"JniLibExtractor","l":"extractBinaries(String)","url":"extractBinaries(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"finalize()"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"Float32"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"Float8"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getDistance(int)"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"getDistances()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getDistances()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getEf()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getEfConstruction()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getIDs()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"getLabels()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getM()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getMaxElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getName(int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getNames()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumDimensions()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getNumResults()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumThreads()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getSpace()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getVector(long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getVectors(long[])"},{"p":"com.spotify.voyager.jni","c":"Index","l":"Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType)","url":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int,long,long,long,long,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"Index(Index.SpaceType, int)","url":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"InnerProduct"},{"p":"com.spotify.voyager.jni.utils","c":"JniLibExtractor","l":"JniLibExtractor()","url":"%3Cinit%3E()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"labels"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(InputStream, Index.SpaceType, int, Index.StorageDataType)","url":"load(java.io.InputStream,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType)","url":"load(java.io.InputStream,java.io.InputStream,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(InputStream, InputStream)","url":"load(java.io.InputStream,java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(InputStream)","url":"load(java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(String, Index.SpaceType, int, Index.StorageDataType)","url":"load(java.lang.String,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(String, String, Index.SpaceType, int, Index.StorageDataType)","url":"load(java.lang.String,java.lang.String,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(String, String)","url":"load(java.lang.String,java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(String)","url":"load(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"markDeleted(long)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"query(float[], int, int)","url":"query(float[],int,int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[], int, long)","url":"query(float[],int,long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[], int)","url":"query(float[],int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[][], int, int, long)","url":"query(float[][],int,int,long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[][], int, int)","url":"query(float[][],int,int)"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"QueryResults(long[], float[])","url":"%3Cinit%3E(long[],float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"QueryResults(String[], float[])","url":"%3Cinit%3E(java.lang.String[],float[])"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"readStringList(InputStream)","url":"readStringList(java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"resizeIndex(long)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(OutputStream, OutputStream)","url":"saveIndex(java.io.OutputStream,java.io.OutputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"saveIndex(OutputStream)","url":"saveIndex(java.io.OutputStream)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(String, String, String)","url":"saveIndex(java.lang.String,java.lang.String,java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"saveIndex(String)","url":"saveIndex(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(String)","url":"saveIndex(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"setEf(long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"setNumThreads(int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType)","url":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int,long,long,long,long,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"StringIndex(Index.SpaceType, 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[{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[])"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[], long)","u":"addItem(float[],long)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItem(String, float[])","u":"addItem(java.lang.String,float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItem(String, List)","u":"addItem(java.lang.String,java.util.List)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItems(float[][], int)","u":"addItems(float[][],int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItems(float[][], long[], 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OutputStream)","u":"writeStringList(java.lang.Iterable,java.io.OutputStream)"}];updateSearchResults(); \ No newline at end of file diff --git a/docs/java/overview-summary.html b/docs/java/overview-summary.html index 83de49a6..e923a8d4 100644 --- a/docs/java/overview-summary.html +++ b/docs/java/overview-summary.html @@ -1,18 +1,21 @@ - - -voyager 2.0.2 API + +voyager 2.0.4 API + + + + + + - - - +
    -
    Voyager 2.0.5 Python Documentation
     +
    Voyager 2.0.6 Python Documentation
    @@ -159,7 +159,7 @@
    - Voyager 2.0.5 Python Documentation + Voyager 2.0.6 Python Documentation @@ -869,7 +869,7 @@

    Utilities +

    diff --git a/docs/python/search.html b/docs/python/search.html index 35671938..bd731a1f 100644 --- a/docs/python/search.html +++ b/docs/python/search.html @@ -5,7 +5,7 @@ - Search - Voyager 2.0.5 Python Documentation + Search - Voyager 2.0.6 Python Documentation @@ -122,7 +122,7 @@
    -
    Voyager 2.0.5 Python Documentation
     +
    Voyager 2.0.6 Python Documentation
    @@ -148,7 +148,7 @@
    - Voyager 2.0.5 Python Documentation + Voyager 2.0.6 Python Documentation @@ -246,7 +246,7 @@
    -
    +
    diff --git a/java/pom.xml b/java/pom.xml index 73a3ba1a..dcb1e46f 100644 --- a/java/pom.xml +++ b/java/pom.xml @@ -12,7 +12,7 @@ voyager voyager - 2.0.5 + 2.0.6 Voyager is a library for performing fast approximate nearest-neighbor searches on an in-memory collection of vectors. diff --git a/python/scripts/generate_type_stubs_and_docs.py b/python/scripts/generate_type_stubs_and_docs.py old mode 100644 new mode 100755 diff --git a/python/voyager/version.py b/python/voyager/version.py index 47f5895c..cb1c958f 100644 --- a/python/voyager/version.py +++ b/python/voyager/version.py @@ -17,6 +17,6 @@ MAJOR = 2 MINOR = 0 -PATCH = 5 +PATCH = 6 __version__ = "%d.%d.%d" % (MAJOR, MINOR, PATCH) From d81e70bae6549294caff716a5be84c61ea89f723 Mon Sep 17 00:00:00 2001 From: Samo Gabrovec Date: Tue, 26 Mar 2024 21:12:48 +0100 Subject: [PATCH 23/52] Resizing of index. (#49) * Added resizing of index. * fmt of files. * com_spotify_voyager_jni_Index.cpp index getHandle change * fmt of com_spotify_voyager_jni_Index.h * renamed indexResize() to itResizesIndex() * renamed indexResize() to itResizesIndex() --------- Co-authored-by: samek --- .../com/spotify/voyager/jni/StringIndex.java | 21 ++++++++++++++++++ .../com/spotify/voyager/jni/IndexTest.java | 5 +++++ .../spotify/voyager/jni/StringIndexTest.java | 22 +++++++++++++++++++ 3 files changed, 48 insertions(+) diff --git a/java/src/main/java/com/spotify/voyager/jni/StringIndex.java b/java/src/main/java/com/spotify/voyager/jni/StringIndex.java index d303e1ce..097184f5 100644 --- a/java/src/main/java/com/spotify/voyager/jni/StringIndex.java +++ b/java/src/main/java/com/spotify/voyager/jni/StringIndex.java @@ -358,6 +358,27 @@ public void close() throws IOException { index.close(); } + /** + * Change the maximum number of elements currently storable by this {@link Index}. This operation + * reallocates the memory used by the index and can be quite slow, so it may be useful to set the + * maximum number of elements in advance if that number is known. + * + * @param newSize The new number of maximum elements to resize this {@link Index} to. + */ + public void resizeIndex(long newSize) { + index.resizeIndex(newSize); + } + + /** + * Get the maximum number of elements currently storable by this {@link Index}. If more elements + * are added than {@code getMaxElements()}, the index will be automatically (but slowly) resized. + * + * @return The number of elements (vectors) that are currently storable in this {@link Index}. + */ + public long getMaxElements() { + return index.getMaxElements(); + } + /** A wrapper class for nearest neighbor query results. */ public static class QueryResults { private final String[] names; diff --git a/java/src/test/java/com/spotify/voyager/jni/IndexTest.java b/java/src/test/java/com/spotify/voyager/jni/IndexTest.java index ddf18d11..60f88dec 100644 --- a/java/src/test/java/com/spotify/voyager/jni/IndexTest.java +++ b/java/src/test/java/com/spotify/voyager/jni/IndexTest.java @@ -281,6 +281,11 @@ private void runTestWith( // And the resulting call should pass: assertNotNull(index.getVector(0)); + + // Test resizing of index + long currentSize = index.getMaxElements(); + index.resizeIndex(currentSize + 1); + assertEquals(currentSize + 1, index.getMaxElements()); } } } diff --git a/java/src/test/java/com/spotify/voyager/jni/StringIndexTest.java b/java/src/test/java/com/spotify/voyager/jni/StringIndexTest.java index 1823697c..cc5ddadc 100644 --- a/java/src/test/java/com/spotify/voyager/jni/StringIndexTest.java +++ b/java/src/test/java/com/spotify/voyager/jni/StringIndexTest.java @@ -21,6 +21,7 @@ package com.spotify.voyager.jni; import static org.assertj.core.api.Assertions.assertThat; +import static org.junit.Assert.assertEquals; import com.google.common.io.Resources; import com.spotify.voyager.jni.Index.SpaceType; @@ -239,6 +240,27 @@ public void itLoadsFromInputStreamNoParams() throws Exception { } } + @Test + public void itResizesIndex() throws Exception { + List testVectors = TestUtils.getTestVectors(); + try (final StringIndex index = + new StringIndex( + SpaceType.Cosine, + testVectors.get(0).vector.length, + 20, + testVectors.size(), + 0, + testVectors.size(), + StorageDataType.E4M3)) { + for (Vector v : testVectors) { + index.addItem(v.name, v.vector); + } + long currentSize = index.getMaxElements(); + index.resizeIndex(currentSize + 1); + assertEquals(currentSize + 1, index.getMaxElements()); + } + } + public static class CustomResult { private final String name; private final float distance; From 26dd460fbf86cf9d0426790ccc4c70ef44a94fa7 Mon Sep 17 00:00:00 2001 From: Samo Gabrovec Date: Wed, 10 Apr 2024 00:41:04 +0200 Subject: [PATCH 24/52] Added getNumElements + getVector (#64) * Upsert while adding item/s Added getNumElements Added getVector * Upsert while adding item/s Added getNumElements Added getVector * Upsert while adding item/s Added getNumElements Added getVector * Removed upsert functionality. --------- Co-authored-by: samek --- .../main/java/com/spotify/voyager/jni/StringIndex.java | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/java/src/main/java/com/spotify/voyager/jni/StringIndex.java b/java/src/main/java/com/spotify/voyager/jni/StringIndex.java index 097184f5..701c4475 100644 --- a/java/src/main/java/com/spotify/voyager/jni/StringIndex.java +++ b/java/src/main/java/com/spotify/voyager/jni/StringIndex.java @@ -281,6 +281,14 @@ public void addItems(Map> vectors) { index.addItems(primitiveVectors, labels, -1); } + public long getNumElements() { + return index.getNumElements(); + } + + public float[] getVector(String name) { + return index.getVector(names.indexOf(name)); + } + private float[] toPrimitive(List vector) { float[] vectorValues = new float[vector.size()]; assignPrimitive(vector, vectorValues); From 9770a049b2d6d214929cb1581eb06af2d2c69ee4 Mon Sep 17 00:00:00 2001 From: Michele Gregori Date: Thu, 11 Jul 2024 22:52:35 +0200 Subject: [PATCH 25/52] add test and prepare for new release (#69) * update * update * bump clang-format-actions --- .github/workflows/all.yml | 6 +----- docs/java/allclasses-index.html | 6 +++--- docs/java/allpackages-index.html | 6 +++--- docs/java/com/spotify/voyager/jni/Index.QueryResults.html | 6 +++--- docs/java/com/spotify/voyager/jni/Index.SpaceType.html | 6 +++--- .../com/spotify/voyager/jni/Index.StorageDataType.html | 6 +++--- docs/java/com/spotify/voyager/jni/Index.html | 6 +++--- .../com/spotify/voyager/jni/StringIndex.QueryResults.html | 6 +++--- docs/java/com/spotify/voyager/jni/StringIndex.html | 6 +++--- .../spotify/voyager/jni/class-use/Index.QueryResults.html | 6 +++--- .../spotify/voyager/jni/class-use/Index.SpaceType.html | 6 +++--- .../voyager/jni/class-use/Index.StorageDataType.html | 6 +++--- docs/java/com/spotify/voyager/jni/class-use/Index.html | 6 +++--- .../voyager/jni/class-use/StringIndex.QueryResults.html | 6 +++--- .../com/spotify/voyager/jni/class-use/StringIndex.html | 6 +++--- docs/java/com/spotify/voyager/jni/package-summary.html | 6 +++--- docs/java/com/spotify/voyager/jni/package-tree.html | 6 +++--- docs/java/com/spotify/voyager/jni/package-use.html | 6 +++--- .../com/spotify/voyager/jni/utils/JniLibExtractor.html | 6 +++--- docs/java/com/spotify/voyager/jni/utils/TinyJson.html | 6 +++--- .../voyager/jni/utils/class-use/JniLibExtractor.html | 6 +++--- .../com/spotify/voyager/jni/utils/class-use/TinyJson.html | 6 +++--- .../com/spotify/voyager/jni/utils/package-summary.html | 6 +++--- docs/java/com/spotify/voyager/jni/utils/package-tree.html | 6 +++--- docs/java/com/spotify/voyager/jni/utils/package-use.html | 6 +++--- docs/java/com/spotify/voyager/package-summary.html | 6 +++--- docs/java/com/spotify/voyager/package-tree.html | 6 +++--- docs/java/com/spotify/voyager/package-use.html | 6 +++--- docs/java/help-doc.html | 6 +++--- docs/java/index-all.html | 6 +++--- docs/java/index.html | 8 ++++---- docs/java/overview-summary.html | 6 +++--- docs/java/overview-tree.html | 6 +++--- docs/python/_static/documentation_options.js | 2 +- docs/python/genindex.html | 6 +++--- docs/python/index.html | 8 ++++---- docs/python/reference.html | 8 ++++---- docs/python/search.html | 6 +++--- java/pom.xml | 2 +- python/tests/test_index_creation.py | 3 +++ python/voyager/version.py | 2 +- 41 files changed, 118 insertions(+), 119 deletions(-) diff --git a/.github/workflows/all.yml b/.github/workflows/all.yml index 802f8adc..faa331e9 100644 --- a/.github/workflows/all.yml +++ b/.github/workflows/all.yml @@ -37,7 +37,7 @@ jobs: steps: - uses: actions/checkout@v3 - name: Check C++ Formatting - uses: jidicula/clang-format-action@v4.4.1 + uses: jidicula/clang-format-action@v4.13.0 with: clang-format-version: 14 fallback-style: LLVM @@ -273,10 +273,6 @@ jobs: # on macOS and with Python 3.10: building NumPy from source fails without these options: CIBW_ENVIRONMENT: NPY_BLAS_ORDER="" NPY_LAPACK_ORDER="" CIBW_REPAIR_WHEEL_COMMAND_LINUX: pip install auditwheel-symbols && (auditwheel repair -w {dest_dir} {wheel} || auditwheel-symbols --manylinux 2010 {wheel}) - # The manylinux container doesn't have a new enough glibc version, - # so we can't run post-wheel-build tests there. - # Also testing any pypy versions fails, as TensorFlow isn't pypy compatible. - CIBW_TEST_SKIP: "*manylinux* *pp* *-macosx_universal2:arm64" # Use the minimum macOS deployment target that has C++17 support: MACOSX_DEPLOYMENT_TARGET: "10.13" - uses: actions/upload-artifact@v3 diff --git a/docs/java/allclasses-index.html b/docs/java/allclasses-index.html index 7cc78c41..29324ea1 100644 --- a/docs/java/allclasses-index.html +++ b/docs/java/allclasses-index.html @@ -1,11 +1,11 @@ - -All Classes and Interfaces (voyager 2.0.6 API) + +All Classes and Interfaces (voyager 2.0.7 API) - + diff --git a/docs/java/allpackages-index.html b/docs/java/allpackages-index.html index 3dc29141..150189af 100644 --- a/docs/java/allpackages-index.html +++ b/docs/java/allpackages-index.html @@ -1,11 +1,11 @@ - -All Packages (voyager 2.0.6 API) + +All Packages (voyager 2.0.7 API) - + diff --git a/docs/java/com/spotify/voyager/jni/Index.QueryResults.html b/docs/java/com/spotify/voyager/jni/Index.QueryResults.html index 79666204..c70d89c4 100644 --- a/docs/java/com/spotify/voyager/jni/Index.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/Index.QueryResults.html @@ -1,11 +1,11 @@ - -Index.QueryResults (voyager 2.0.6 API) + +Index.QueryResults (voyager 2.0.7 API) - + diff --git a/docs/java/com/spotify/voyager/jni/Index.SpaceType.html b/docs/java/com/spotify/voyager/jni/Index.SpaceType.html index a259900a..63a23483 100644 --- a/docs/java/com/spotify/voyager/jni/Index.SpaceType.html +++ b/docs/java/com/spotify/voyager/jni/Index.SpaceType.html @@ -1,11 +1,11 @@ - -Index.SpaceType (voyager 2.0.6 API) + +Index.SpaceType (voyager 2.0.7 API) - + diff --git a/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html b/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html index 9001e47d..83b1aeb7 100644 --- a/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html +++ b/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html @@ -1,11 +1,11 @@ - -Index.StorageDataType (voyager 2.0.6 API) + 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a/docs/java/com/spotify/voyager/jni/StringIndex.html +++ b/docs/java/com/spotify/voyager/jni/StringIndex.html @@ -1,11 +1,11 @@ - -StringIndex (voyager 2.0.6 API) + +StringIndex (voyager 2.0.7 API) - + diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html b/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html index a54d8b22..24cceeec 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html @@ -1,11 +1,11 @@ - -Uses of Class com.spotify.voyager.jni.Index.QueryResults (voyager 2.0.6 API) + +Uses of Class com.spotify.voyager.jni.Index.QueryResults (voyager 2.0.7 API) - + diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html b/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html index 8a8d9b18..b5c90abb 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html +++ 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+com.spotify.voyager.jni Class Hierarchy (voyager 2.0.7 API) - + diff --git a/docs/java/com/spotify/voyager/jni/package-use.html b/docs/java/com/spotify/voyager/jni/package-use.html index b6805699..a46349fe 100644 --- a/docs/java/com/spotify/voyager/jni/package-use.html +++ b/docs/java/com/spotify/voyager/jni/package-use.html @@ -1,11 +1,11 @@ - -Uses of Package com.spotify.voyager.jni (voyager 2.0.6 API) + +Uses of Package com.spotify.voyager.jni (voyager 2.0.7 API) - + diff --git a/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html b/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html index 5a6b838f..b164e575 100644 --- a/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html +++ b/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html @@ -1,11 +1,11 @@ - -JniLibExtractor (voyager 2.0.6 API) + +JniLibExtractor (voyager 2.0.7 API) - + diff --git a/docs/java/com/spotify/voyager/jni/utils/TinyJson.html 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--- a/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html +++ b/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html @@ -1,11 +1,11 @@ - -Uses of Class com.spotify.voyager.jni.utils.TinyJson (voyager 2.0.6 API) + +Uses of Class com.spotify.voyager.jni.utils.TinyJson (voyager 2.0.7 API) - + diff --git a/docs/java/com/spotify/voyager/jni/utils/package-summary.html b/docs/java/com/spotify/voyager/jni/utils/package-summary.html index 0b94ebeb..6ef05e99 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-summary.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-summary.html @@ -1,11 +1,11 @@ - -com.spotify.voyager.jni.utils (voyager 2.0.6 API) + +com.spotify.voyager.jni.utils (voyager 2.0.7 API) - + diff --git a/docs/java/com/spotify/voyager/jni/utils/package-tree.html b/docs/java/com/spotify/voyager/jni/utils/package-tree.html index 4c7d26a1..52d86e53 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-tree.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-tree.html @@ -1,11 +1,11 @@ - -com.spotify.voyager.jni.utils Class Hierarchy (voyager 2.0.6 API) + +com.spotify.voyager.jni.utils Class Hierarchy (voyager 2.0.7 API) - + diff --git a/docs/java/com/spotify/voyager/jni/utils/package-use.html b/docs/java/com/spotify/voyager/jni/utils/package-use.html index 741ff36b..655f67bd 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-use.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-use.html @@ -1,11 +1,11 @@ - -Uses of Package com.spotify.voyager.jni.utils (voyager 2.0.6 API) + +Uses of Package com.spotify.voyager.jni.utils (voyager 2.0.7 API) - + diff --git a/docs/java/com/spotify/voyager/package-summary.html b/docs/java/com/spotify/voyager/package-summary.html index 62440e81..e67fce57 100644 --- a/docs/java/com/spotify/voyager/package-summary.html +++ b/docs/java/com/spotify/voyager/package-summary.html @@ -1,11 +1,11 @@ - -com.spotify.voyager (voyager 2.0.6 API) + +com.spotify.voyager (voyager 2.0.7 API) - + diff --git a/docs/java/com/spotify/voyager/package-tree.html b/docs/java/com/spotify/voyager/package-tree.html index f7a9062d..cae542be 100644 --- a/docs/java/com/spotify/voyager/package-tree.html +++ b/docs/java/com/spotify/voyager/package-tree.html @@ -1,11 +1,11 @@ - -com.spotify.voyager Class Hierarchy (voyager 2.0.6 API) + +com.spotify.voyager Class Hierarchy (voyager 2.0.7 API) - + diff --git a/docs/java/com/spotify/voyager/package-use.html b/docs/java/com/spotify/voyager/package-use.html index 8366261c..ce43ad13 100644 --- a/docs/java/com/spotify/voyager/package-use.html +++ b/docs/java/com/spotify/voyager/package-use.html @@ -1,11 +1,11 @@ - -Uses of Package com.spotify.voyager (voyager 2.0.6 API) + +Uses of Package com.spotify.voyager (voyager 2.0.7 API) - + diff --git a/docs/java/help-doc.html b/docs/java/help-doc.html index 4a790257..f598e5f8 100644 --- a/docs/java/help-doc.html +++ b/docs/java/help-doc.html @@ -1,11 +1,11 @@ - -API Help (voyager 2.0.6 API) + +API Help (voyager 2.0.7 API) - + diff --git a/docs/java/index-all.html b/docs/java/index-all.html index ec19bac3..89b7161e 100644 --- a/docs/java/index-all.html +++ b/docs/java/index-all.html @@ -1,11 +1,11 @@ - -Index (voyager 2.0.6 API) + +Index (voyager 2.0.7 API) - + diff --git a/docs/java/index.html b/docs/java/index.html index 7a1cdf5a..60262248 100644 --- a/docs/java/index.html +++ b/docs/java/index.html @@ -1,11 +1,11 @@ - -Overview (voyager 2.0.6 API) + +Overview (voyager 2.0.7 API) - + @@ -49,7 +49,7 @@
    -

    voyager 2.0.6 API

    +

    voyager 2.0.7 API

    Packages
    diff --git a/docs/java/overview-summary.html b/docs/java/overview-summary.html index 03fd0719..60a4f69c 100644 --- a/docs/java/overview-summary.html +++ b/docs/java/overview-summary.html @@ -1,11 +1,11 @@ - -voyager 2.0.6 API + +voyager 2.0.7 API - + diff --git a/docs/java/overview-tree.html b/docs/java/overview-tree.html index 60bb1263..dae4119b 100644 --- a/docs/java/overview-tree.html +++ b/docs/java/overview-tree.html @@ -1,11 +1,11 @@ - -Class Hierarchy (voyager 2.0.6 API) + +Class Hierarchy (voyager 2.0.7 API) - + diff --git a/docs/python/_static/documentation_options.js b/docs/python/_static/documentation_options.js index bdca59d1..dcd5201a 100644 --- a/docs/python/_static/documentation_options.js +++ b/docs/python/_static/documentation_options.js @@ -1,5 +1,5 @@ const DOCUMENTATION_OPTIONS = { - VERSION: '2.0.6', + VERSION: '2.0.7', LANGUAGE: 'en', COLLAPSE_INDEX: false, BUILDER: 'html', diff --git a/docs/python/genindex.html b/docs/python/genindex.html index 6f591ae0..dc2d29e9 100644 --- a/docs/python/genindex.html +++ b/docs/python/genindex.html @@ -5,7 +5,7 @@ - Index - Voyager 2.0.6 Python Documentation + Index - Voyager 2.0.7 Python Documentation @@ -123,7 +123,7 @@
    -
    Voyager 2.0.6 Python Documentation
     +
    Voyager 2.0.7 Python Documentation
    @@ -149,7 +149,7 @@
    - Voyager 2.0.6 Python Documentation + Voyager 2.0.7 Python Documentation diff --git a/docs/python/index.html b/docs/python/index.html index 5fb5b4f8..b99e3595 100644 --- a/docs/python/index.html +++ b/docs/python/index.html @@ -6,7 +6,7 @@ - + @@ -15,7 +15,7 @@ - Voyager 2.0.6 Python Documentation + Voyager 2.0.7 Python Documentation @@ -133,7 +133,7 @@
    -
    Voyager 2.0.6 Python Documentation
     +
    Voyager 2.0.7 Python Documentation
    @@ -159,7 +159,7 @@
    - Voyager 2.0.6 Python Documentation + Voyager 2.0.7 Python Documentation diff --git a/docs/python/reference.html b/docs/python/reference.html index 3f5bb71d..3fe2d96d 100644 --- a/docs/python/reference.html +++ b/docs/python/reference.html @@ -6,7 +6,7 @@ - + @@ -15,7 +15,7 @@ - The voyager Python API - Voyager 2.0.6 Python Documentation + The voyager Python API - Voyager 2.0.7 Python Documentation @@ -133,7 +133,7 @@
    -
    Voyager 2.0.6 Python Documentation
     +
    Voyager 2.0.7 Python Documentation
    @@ -159,7 +159,7 @@
    - Voyager 2.0.6 Python Documentation + Voyager 2.0.7 Python Documentation diff --git a/docs/python/search.html b/docs/python/search.html index bd731a1f..afc01b97 100644 --- a/docs/python/search.html +++ b/docs/python/search.html @@ -5,7 +5,7 @@ - Search - Voyager 2.0.6 Python Documentation + Search - Voyager 2.0.7 Python Documentation @@ -122,7 +122,7 @@
    -
    Voyager 2.0.6 Python Documentation
     +
    Voyager 2.0.7 Python Documentation
    @@ -148,7 +148,7 @@
    - Voyager 2.0.6 Python Documentation + Voyager 2.0.7 Python Documentation diff --git a/java/pom.xml b/java/pom.xml index dcb1e46f..2cdcd527 100644 --- a/java/pom.xml +++ b/java/pom.xml @@ -12,7 +12,7 @@ voyager voyager - 2.0.6 + 2.0.7 Voyager is a library for performing fast approximate nearest-neighbor searches on an in-memory collection of vectors. diff --git a/python/tests/test_index_creation.py b/python/tests/test_index_creation.py index bb8b36a3..5ddaa0f4 100644 --- a/python/tests/test_index_creation.py +++ b/python/tests/test_index_creation.py @@ -101,6 +101,9 @@ def test_create_and_query( assert labels[0] == i assert distances[0] < (distance_tolerance * num_dimensions) + labels, _ = index.query(input_data[0], k=len(ids)) + assert set(ids) == set(labels) + output_file = tmp_path / "index.voy" index.save(str(output_file)) assert output_file.stat().st_size > 0 diff --git a/python/voyager/version.py b/python/voyager/version.py index cb1c958f..f4b30dd7 100644 --- a/python/voyager/version.py +++ b/python/voyager/version.py @@ -17,6 +17,6 @@ MAJOR = 2 MINOR = 0 -PATCH = 6 +PATCH = 7 __version__ = "%d.%d.%d" % (MAJOR, MINOR, PATCH) From 3fc184a8ee47984ba61cc92ca048cd8403bd740f Mon Sep 17 00:00:00 2001 From: Michele Gregori Date: Tue, 16 Jul 2024 18:29:13 +0200 Subject: [PATCH 26/52] Fix for concurrency bug (#70) * update * fix after comment * fix after comment * revert fix after comment --- cpp/TypedIndex.h | 10 ++++------ 1 file changed, 4 insertions(+), 6 deletions(-) diff --git a/cpp/TypedIndex.h b/cpp/TypedIndex.h index 92cf0263..b9a52081 100644 --- a/cpp/TypedIndex.h +++ b/cpp/TypedIndex.h @@ -99,7 +99,7 @@ class TypedIndex : public Index { bool normalize = false; bool useOrderPreservingTransform = false; int numThreadsDefault; - hnswlib::labeltype currentLabel; + std::atomic currentLabel; std::unique_ptr> algorithmImpl; std::unique_ptr> spaceImpl; std::unique_ptr metadata; @@ -360,7 +360,7 @@ class TypedIndex : public Index { int start = 0; if (!ep_added) { - size_t id = ids.size() ? ids.at(0) : (currentLabel); + size_t id = ids.size() ? ids.at(0) : (currentLabel.fetch_add(1)); // TODO(psobot): Should inputVector be on the stack instead? std::vector inputVector(actualDimensions); std::vector convertedVector(actualDimensions); @@ -402,7 +402,7 @@ class TypedIndex : public Index { floatToDataType(&inputArray[startIndex], &convertedArray[startIndex], actualDimensions); - size_t id = ids.size() ? ids.at(row) : (currentLabel + row); + size_t id = ids.size() ? ids.at(row) : (currentLabel.fetch_add(1)); try { algorithmImpl->addPoint(convertedArray.data() + startIndex, id); } catch (IndexFullError &e) { @@ -438,7 +438,7 @@ class TypedIndex : public Index { normalizeVector( &inputArray[startIndex], &normalizedArray[startIndex], actualDimensions); - size_t id = ids.size() ? ids.at(row) : (currentLabel + row); + size_t id = ids.size() ? ids.at(row) : (currentLabel.fetch_add(1)); try { algorithmImpl->addPoint(normalizedArray.data() + startIndex, id); @@ -460,8 +460,6 @@ class TypedIndex : public Index { }); }; - currentLabel += rows; - return idsToReturn; } From 48f54f8eb3ed272463529473a8cd92ee99e0b425 Mon Sep 17 00:00:00 2001 From: Dylan Bannon Date: Wed, 17 Jul 2024 16:05:45 -0400 Subject: [PATCH 27/52] use user token for sonatype auth (#71) --- .github/workflows/all.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/workflows/all.yml b/.github/workflows/all.yml index faa331e9..0dfda38f 100644 --- a/.github/workflows/all.yml +++ b/.github/workflows/all.yml @@ -402,7 +402,7 @@ jobs: distribution: 'corretto' server-id: ossrh server-username: MAVEN_USERNAME - server-password: MAVEN_PASSWORD + server-password: MAVEN_USER_TOKEN gpg-private-key: ${{ secrets.SONATYPE_GPG_PRIVATE_KEY }} gpg-passphrase: MAVEN_GPG_PASSPHRASE - name: Deploy @@ -419,3 +419,4 @@ jobs: MAVEN_USERNAME: ${{ secrets.SONATYPE_USERNAME }} MAVEN_PASSWORD: ${{ secrets.SONATYPE_PASSWORD }} MAVEN_GPG_PASSPHRASE: ${{ secrets.SONATYPE_PASSPHRASE }} + MAVEN_USER_TOKEN: ${{ secrets.SONATYPE_USER_TOKEN }} From ee3d90a375d8a91ddb6d04de5d2573fae7ff37d5 Mon Sep 17 00:00:00 2001 From: Michele Gregori Date: Fri, 26 Jul 2024 20:04:51 +0200 Subject: [PATCH 28/52] Disable CI tests on `aarch64` (#73) * update * update --- .github/workflows/all.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/all.yml b/.github/workflows/all.yml index 0dfda38f..428cee6c 100644 --- a/.github/workflows/all.yml +++ b/.github/workflows/all.yml @@ -274,6 +274,7 @@ jobs: CIBW_ENVIRONMENT: NPY_BLAS_ORDER="" NPY_LAPACK_ORDER="" CIBW_REPAIR_WHEEL_COMMAND_LINUX: pip install auditwheel-symbols && (auditwheel repair -w {dest_dir} {wheel} || auditwheel-symbols --manylinux 2010 {wheel}) # Use the minimum macOS deployment target that has C++17 support: + CIBW_TEST_SKIP: "*aarch64" MACOSX_DEPLOYMENT_TARGET: "10.13" - uses: actions/upload-artifact@v3 with: From 177d12c6b9f2f4e99c2001ad98cbee570ff2ff01 Mon Sep 17 00:00:00 2001 From: Michele Gregori Date: Fri, 26 Jul 2024 20:05:05 +0200 Subject: [PATCH 29/52] Add benchmarking suite (#72) * update * update * update * update * update * update * update * update * update * update * update * update --- .github/workflows/all.yml | 30 ++++++++++++ .gitignore | 1 + CONTRIBUTING.md | 20 ++++++++ asv.conf.json | 20 ++++++++ benchmarks/__init__.py | 0 benchmarks/index_creation.py | 59 ++++++++++++++++++++++++ benchmarks/index_query.py | 88 ++++++++++++++++++++++++++++++++++++ python/dev-requirements.txt | 1 + 8 files changed, 219 insertions(+) create mode 100644 asv.conf.json create mode 100644 benchmarks/__init__.py create mode 100644 benchmarks/index_creation.py create mode 100644 benchmarks/index_query.py diff --git a/.github/workflows/all.yml b/.github/workflows/all.yml index 428cee6c..97b8d871 100644 --- a/.github/workflows/all.yml +++ b/.github/workflows/all.yml @@ -188,6 +188,36 @@ jobs: LD_PRELOAD=$(clang -print-file-name=libclang_rt.asan-x86_64.so) \ tox + run-benchmarks: + strategy: + matrix: + os: ['ubuntu-latest'] + runs-on: ${{ matrix.os }} + continue-on-error: true + if: github.event_name == 'pull_request' + name: Run benchmarks on ${{ matrix.os }} + steps: + - name: Set up Python + uses: actions/setup-python@v3 + with: + python-version: '3.9' + - uses: actions/checkout@v3 + with: + fetch-depth: 0 + submodules: recursive + - name: Install Linux dependencies + if: runner.os == 'Linux' + run: sudo apt-get update && sudo apt-get install -y pkg-config + - name: Install dev dependencies + run: | + python -m pip install --upgrade pip + pip install wheel + pip install -r python/dev-requirements.txt + - name: Run benchmarks + run: | + asv machine --yes + asv continuous --sort name --no-only-changed refs/remotes/origin/main ${{ github.sha }} | tee >(sed '1,/All benchmarks:/d' > $GITHUB_STEP_SUMMARY) + build-python-wheels: needs: [run-python-tests, run-python-tests-with-address-sanitizer] runs-on: ${{ matrix.os }} diff --git a/.gitignore b/.gitignore index c42e469d..c4935192 100644 --- a/.gitignore +++ b/.gitignore @@ -17,3 +17,4 @@ java/com_*.h java/classpath.txt java/linux-build/include/* python/voyager-headers +.asv/ diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 058c4742..c4c28b8b 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -90,6 +90,26 @@ pip3 install tox tox ``` +## Benchmarking + +We use `airspeed-velocity` for benchmarking - running all benchmarks to compare latest +commit against previous should be as simple as: + +``` +pip3 install asv +asv continuous --sort name --no-only-changed HEAD HEAD~1 +``` + +To compare current commit against `main` branch: + +``` +pip3 install asv +asv continuous --sort name --no-only-changed HEAD main +``` + +Please note that `airspeed-velocity` can only run benchmarks against a git commit, so if +you have uncommited code that you want to run benchmarks for you need to commit it first. + ## Style Use [`clang-format`](https://clang.llvm.org/docs/ClangFormat.html) for C++ code, and `black` with defaults for Python code. diff --git a/asv.conf.json b/asv.conf.json new file mode 100644 index 00000000..0b4fc2e1 --- /dev/null +++ b/asv.conf.json @@ -0,0 +1,20 @@ +{ + "version": 1, + "project": "voyager", + "project_url": "https://spotify.github.io/voyager/", + "repo": ".", + "build_command": [ + "python -m pip install build", + "/usr/bin/cp -r {build_dir}/cpp {build_dir}/python/cpp", + "/usr/bin/cp {build_dir}/README.md {build_dir}/python/README.md", + "/usr/bin/sed -i '$ a\graft cpp' {build_dir}/python/MANIFEST.in", + "/usr/bin/sed -i '$ a\include voyager/version.py' {build_dir}/python/MANIFEST.in", + "in-dir={build_dir}/python python -m build", + "/usr/bin/cp -r {build_dir}/python/dist/. {build_cache_dir}" + ], + "benchmark_dir": "benchmarks", + "env_dir": ".asv/env", + "results_dir": ".asv/results", + "environment_type": "virtualenv", + "build_cache_size": 2, +} diff --git a/benchmarks/__init__.py b/benchmarks/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/benchmarks/index_creation.py b/benchmarks/index_creation.py new file mode 100644 index 00000000..1a2f587e --- /dev/null +++ b/benchmarks/index_creation.py @@ -0,0 +1,59 @@ +# +# Copyright 2022-2023 Spotify AB +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import numpy as np + +import voyager + + +class IndexCreationSuite: + + repeat = (1, 10, 30.0) + params = ( + [256], + [1024], + [voyager.Space.Euclidean, voyager.Space.Cosine], + [voyager.StorageDataType.E4M3, voyager.StorageDataType.Float8, voyager.StorageDataType.Float32], + [24], + ) + param_names = ["num_dimensions", "num_elements", "space", "storage_data_type", "ef_construction"] + + def setup( + self, + num_dimensions: int, + num_elements: int, + space: voyager.Space, + storage_data_type: voyager.StorageDataType, + ef_construction: float, + ): + generator = np.random.default_rng(seed=1234) + input_data = generator.random((num_elements, num_dimensions)).astype(np.float32) * 2 - 1 + + if storage_data_type == voyager.StorageDataType.Float8: + input_data = np.round(input_data * 127) / 127 + + index = voyager.Index( + space=space, + num_dimensions=num_dimensions, + ef_construction=ef_construction, + M=20, + storage_data_type=storage_data_type, + ) + + self.input_data = input_data + self.index = index + + def time_create(self, *_): + self.index.add_items(self.input_data, num_threads=1) diff --git a/benchmarks/index_query.py b/benchmarks/index_query.py new file mode 100644 index 00000000..b3865f11 --- /dev/null +++ b/benchmarks/index_query.py @@ -0,0 +1,88 @@ +# +# Copyright 2022-2023 Spotify AB +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from io import BytesIO +from itertools import product +from typing import Dict + +import numpy as np + +import voyager + + +class IndexQuerySuite: + + repeat = (1, 10, 30.0) + params = ( + [256], + [1024], + [voyager.Space.Euclidean, voyager.Space.Cosine], + [voyager.StorageDataType.E4M3, voyager.StorageDataType.Float8, voyager.StorageDataType.Float32], + [24], + ) + param_names = ["num_dimensions", "num_elements", "space", "storage_data_type", "ef_construction"] + + def setup_cache(self) -> Dict: + + param_combinations = product(*self.params) + + data = {} + for param_combination in param_combinations: + num_dimensions, num_elements, space, storage_data_type, ef_construction = param_combination + + generator = np.random.default_rng(seed=1234) + input_data = generator.random((num_elements, num_dimensions)).astype(np.float32) * 2 - 1 + + if storage_data_type == voyager.StorageDataType.Float8: + input_data = np.round(input_data * 127) / 127 + + index = voyager.Index( + space=space, + num_dimensions=num_dimensions, + ef_construction=ef_construction, + M=20, + storage_data_type=storage_data_type, + ) + index.add_items(input_data) + + data[param_combination] = (index.as_bytes(), input_data) + + return data + + def setup( + self, + cached_data: Dict, + num_dimensions: int, + num_elements: int, + space: voyager.Space, + storage_data_type: voyager.StorageDataType, + ef_construction: float, + ): + index_as_bytes, self.input_data = cached_data[ + num_dimensions, num_elements, space, storage_data_type, ef_construction + ] + self.index = voyager.Index.load(BytesIO(index_as_bytes)) + + def time_query_k_1(self, *_): + self.index.query(self.input_data, k=1, num_threads=1) + + def time_query_k_20(self, *_): + self.index.query(self.input_data, k=20, num_threads=1) + + def track_recall(self, *_): + labels, _ = self.index.query(self.input_data, k=1, num_threads=1) + matches = np.sum(labels[:, 0] == np.arange(len(self.input_data))) + recall = matches / len(self.input_data) + return recall diff --git a/python/dev-requirements.txt b/python/dev-requirements.txt index 5507cebf..f6f333c2 100644 --- a/python/dev-requirements.txt +++ b/python/dev-requirements.txt @@ -5,6 +5,7 @@ pybind11-stubgen==0.16.2 ruff psutil mypy +asv==0.6.3 # Needed for sphinx documentation sphinx sphinxext-opengraph From 6580a4ba11b4b27c0f2a35c5c57e9cec20e3d9a9 Mon Sep 17 00:00:00 2001 From: Peter Sobot Date: Sat, 27 Jul 2024 12:26:58 -0400 Subject: [PATCH 30/52] Replace E4M3-to-float with a lookup table for a 20x speed boost. (#76) * Replace E4M3-to-float with a lookup table for speed. * Cut down the lookup table size. * Lay out lookup table more efficiently. * Inline E4M3::operator float(). --- cpp/E4M3.h | 274 +++++++++++++++++++++++++++++++++++++- python/bindings.cpp | 7 +- python/tests/test_e4m3.py | 20 ++- 3 files changed, 285 insertions(+), 16 deletions(-) diff --git a/cpp/E4M3.h b/cpp/E4M3.h index 752331f5..37f6b523 100644 --- a/cpp/E4M3.h +++ b/cpp/E4M3.h @@ -22,13 +22,275 @@ #include +static constexpr float ALL_E4M3_VALUES[256] = { + 0, + -0, + 0.015625, + -0.015625, + 0.031250, + -0.031250, + 0.0625, + -0.0625, + 0.1250, + -0.1250, + 0.2500, + -0.2500, + 0.5000, + -0.5000, + 1, + -1, + 2, + -2, + 4, + -4, + 8, + -8, + 16, + -16, + 32, + -32, + 64, + -64, + 128, + -128, + 256, + -256, + 0.0009765625, + -0.0009765625, + 0.0175781250, + -0.0175781250, + 0.03515625, + -0.03515625, + 0.07031250, + -0.07031250, + 0.140625, + -0.140625, + 0.281250, + -0.281250, + 0.5625, + -0.5625, + 1.1250, + -1.1250, + 2.2500, + -2.2500, + 4.5000, + -4.5000, + 9, + -9, + 18, + -18, + 36, + -36, + 72, + -72, + 144, + -144, + 288, + -288, + 0.0019531250, + -0.0019531250, + 0.01953125, + -0.01953125, + 0.03906250, + -0.03906250, + 0.078125, + -0.078125, + 0.156250, + -0.156250, + 0.3125, + -0.3125, + 0.6250, + -0.6250, + 1.2500, + -1.2500, + 2.5000, + -2.5000, + 5, + -5, + 10, + -10, + 20, + -20, + 40, + -40, + 80, + -80, + 160, + -160, + 320, + -320, + 0.0029296875, + -0.0029296875, + 0.0214843750, + -0.0214843750, + 0.04296875, + -0.04296875, + 0.08593750, + -0.08593750, + 0.171875, + -0.171875, + 0.343750, + -0.343750, + 0.6875, + -0.6875, + 1.3750, + -1.3750, + 2.7500, + -2.7500, + 5.5000, + -5.5000, + 11, + -11, + 22, + -22, + 44, + -44, + 88, + -88, + 176, + -176, + 352, + -352, + 0.00390625, + -0.00390625, + 0.02343750, + -0.02343750, + 0.046875, + -0.046875, + 0.093750, + -0.093750, + 0.1875, + -0.1875, + 0.3750, + -0.3750, + 0.7500, + -0.7500, + 1.5000, + -1.5000, + 3, + -3, + 6, + -6, + 12, + -12, + 24, + -24, + 48, + -48, + 96, + -96, + 192, + -192, + 384, + -384, + 0.0048828125, + -0.0048828125, + 0.0253906250, + -0.0253906250, + 0.05078125, + -0.05078125, + 0.10156250, + -0.10156250, + 0.203125, + -0.203125, + 0.406250, + -0.406250, + 0.8125, + -0.8125, + 1.6250, + -1.6250, + 3.2500, + -3.2500, + 6.5000, + -6.5000, + 13, + -13, + 26, + -26, + 52, + -52, + 104, + -104, + 208, + -208, + 416, + -416, + 0.0058593750, + -0.0058593750, + 0.02734375, + -0.02734375, + 0.05468750, + -0.05468750, + 0.109375, + -0.109375, + 0.218750, + -0.218750, + 0.4375, + -0.4375, + 0.8750, + -0.8750, + 1.7500, + -1.7500, + 3.5000, + -3.5000, + 7, + -7, + 14, + -14, + 28, + -28, + 56, + -56, + 112, + -112, + 224, + -224, + 448, + -448, + 0.0068359375, + -0.0068359375, + 0.0292968750, + -0.0292968750, + 0.05859375, + -0.05859375, + 0.11718750, + -0.11718750, + 0.234375, + -0.234375, + 0.468750, + -0.468750, + 0.9375, + -0.9375, + 1.8750, + -1.8750, + 3.7500, + -3.7500, + 7.5000, + -7.5000, + 15, + -15, + 30, + -30, + 60, + -60, + 120, + -120, + 240, + -240, + NAN, + NAN, +}; + /** * An 8-bit floating point format with a 4-bit exponent and 3-bit mantissa. * Inspired by: https://arxiv.org/pdf/2209.05433.pdf */ class E4M3 { public: - uint8_t sign : 1, exponent : 4, mantissa : 3; + // Note: This actually ends up laid out in a byte as: 0bMMMEEEES + uint8_t sign : 1; + uint8_t exponent : 4; + uint8_t mantissa : 3; E4M3() : E4M3(0, 0, 0) {} @@ -138,12 +400,10 @@ class E4M3 { } } - operator float() const { - if (exponent == 0b1111 && mantissa == 0b111) { - return NAN; - } - - return (sign ? -1 : 1) * powf(2, effectiveExponent()) * effectiveMantissa(); + inline operator float() const { + // This is implemented with a 512-byte lookup table for speed. + // Note that the Python tests ensure that this matches the expected logic. + return ALL_E4M3_VALUES[*(const uint8_t *)this]; } int8_t effectiveExponent() const { return -7 + exponent; } diff --git a/python/bindings.cpp b/python/bindings.cpp index 5132f6e2..6b64103e 100644 --- a/python/bindings.cpp +++ b/python/bindings.cpp @@ -298,14 +298,13 @@ memory usage and index size by a factor of 4 compared to :py:class:`Float32`. .def_property_readonly( "raw_exponent", [](E4M3 &self) { return self.exponent; }, "The raw value of the exponent part of this E4M3 number, expressed " - "as " - "an integer.") + "as an integer.") .def_property_readonly( - "mantissa", [](E4M3 &self) { return self.mantissa; }, + "mantissa", [](E4M3 &self) { return self.effectiveMantissa(); }, "The effective mantissa (non-exponent part) of this E4M3 number, " "expressed as an integer.") .def_property_readonly( - "raw_mantissa", [](E4M3 &self) { return self.effectiveMantissa(); }, + "raw_mantissa", [](E4M3 &self) { return self.mantissa; }, "The raw value of the mantissa (non-exponent part) of this E4M3 " "number, expressed as a floating point value.") .def_property_readonly( diff --git a/python/tests/test_e4m3.py b/python/tests/test_e4m3.py index 4f915099..b63e2cc7 100644 --- a/python/tests/test_e4m3.py +++ b/python/tests/test_e4m3.py @@ -14,13 +14,12 @@ # See the License for the specific language governing permissions and # limitations under the License. -import pytest +import math import numpy as np - +import pytest from voyager import E4M3T, Index, Space, StorageDataType - RANGES_AND_EXPECTED_ERRORS = [ # (Min value, max value, step), expected maximum error ((-448, 448, 1), 16), @@ -47,6 +46,17 @@ def test_range(): assert roundtrip_value > 0 +@pytest.mark.parametrize("_input", list(range(256))) +def test_to_float(_input: int): + wrapper = E4M3T.from_char(_input) + + if wrapper.raw_exponent == 0b1111 and wrapper.raw_mantissa == 0b111: + assert np.isnan(float(wrapper)) + else: + expected = (-1 if wrapper.sign else 1) * math.pow(2, wrapper.exponent) * wrapper.mantissa + assert float(wrapper) == expected, f"Expected {expected}, but got {wrapper}" + + @pytest.mark.parametrize("_input", list(range(256))) def test_rounding_exact(_input: int): expected = E4M3T.from_char(_input) @@ -85,8 +95,8 @@ def test_rounding(): expected = min([closest_above, closest_below], key=lambda v: abs(v - _input)) if closest_above != closest_below and abs(closest_above - _input) == abs(closest_below - _input): # Round to nearest, ties to even: - above_is_even = E4M3T(closest_above).mantissa % 2 == 0 - below_is_even = E4M3T(closest_below).mantissa % 2 == 0 + above_is_even = E4M3T(closest_above).raw_mantissa % 2 == 0 + below_is_even = E4M3T(closest_below).raw_mantissa % 2 == 0 if above_is_even and below_is_even: raise NotImplementedError( "Both numbers above and below the target are even!" From 984854b7c753988e97522a34ba69cd9cc97c32ed Mon Sep 17 00:00:00 2001 From: Michele Gregori Date: Mon, 29 Jul 2024 15:03:05 +0200 Subject: [PATCH 31/52] Fix for flaky GLIBC check on CI build (#77) --- .github/workflows/all.yml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/.github/workflows/all.yml b/.github/workflows/all.yml index 97b8d871..02a292d6 100644 --- a/.github/workflows/all.yml +++ b/.github/workflows/all.yml @@ -379,13 +379,13 @@ jobs: echo "Checking the Linux JARs to ensure a sufficiently old required GLIBC and GLIBCXX version in each..." echo "Checking linux-aarch64/libvoyager.so (should require at most GLIBC 2.27...)" - objdump -T combined-jar/linux-aarch64/libvoyager.so | grep GLIBC | sed 's/.*GLIBC_\([.0-9]*\).*/\1/g' | sort -Vu | tail -n 1 | grep 2\.27 || (echo "Expected linux-aarch64 binary to require at most glibc 2.27. Ensure the dockcross container has not been updated." && false) + objdump -T combined-jar/linux-aarch64/libvoyager.so | grep GLIBC | grep -v GLIBCXX | sed 's/.*GLIBC_\([.0-9]*\).*/\1/g' | cat - <(echo 2\.27) | sort -Vu | tail -n 1 | grep 2\.27 || (echo "Expected linux-aarch64 binary to require at most glibc 2.27. Ensure the dockcross container has not been updated." && false) echo "Checking linux-aarch64/libvoyager.so (should require at most GLIBCXX 3.4.22...)" - objdump -T combined-jar/linux-aarch64/libvoyager.so | grep GLIBCXX | sed 's/.*GLIBCXX_\([.0-9]*\).*/\1/g' | sort -Vu | tail -n 1 | grep 3\.4\.22 || (echo "Expected linux-aarch64 binary to require at most glibc++ 3.4.22. Ensure the dockcross container has not been updated." && false) + objdump -T combined-jar/linux-aarch64/libvoyager.so | grep GLIBCXX | sed 's/.*GLIBCXX_\([.0-9]*\).*/\1/g' | cat - <(echo 3\.4\.22) | sort -Vu | tail -n 1 | grep 3\.4\.22 || (echo "Expected linux-aarch64 binary to require at most glibc++ 3.4.22. Ensure the dockcross container has not been updated." && false) echo "Checking linux-x64/libvoyager.so (should require at most GLIBC 2.27...)" - objdump -T combined-jar/linux-x64/libvoyager.so | grep GLIBC | sed 's/.*GLIBC_\([.0-9]*\).*/\1/g' | sort -Vu | tail -n 1 | grep 2\.27 || (echo "Expected linux-x64 binary to require at most glibc 2.28. Ensure the dockcross container has not been updated." && false) + objdump -T combined-jar/linux-x64/libvoyager.so | grep GLIBC | grep -v GLIBCXX | sed 's/.*GLIBC_\([.0-9]*\).*/\1/g' | cat - <(echo 2\.27) | sort -Vu | tail -n 1 | grep 2\.27 || (echo "Expected linux-x64 binary to require at most glibc 2.28. Ensure the dockcross container has not been updated." && false) echo "Checking linux-x64/libvoyager.so (should require at most GLIBCXX 3.4.22...)" - objdump -T combined-jar/linux-x64/libvoyager.so | grep GLIBCXX | sed 's/.*GLIBCXX_\([.0-9]*\).*/\1/g' | sort -Vu | tail -n 1 | grep 3\.4\.22 || (echo "Expected linux-x64 binary to require at most glibc++ 3.4.22. Ensure the dockcross container has not been updated." && false) + objdump -T combined-jar/linux-x64/libvoyager.so | grep GLIBCXX | sed 's/.*GLIBCXX_\([.0-9]*\).*/\1/g' | cat - <(echo 3\.4\.22) | sort -Vu | tail -n 1 | grep 3\.4\.22 || (echo "Expected linux-x64 binary to require at most glibc++ 3.4.22. Ensure the dockcross container has not been updated." && false) zip -r $(ls java-* | grep jar | tail -n 1) combined-jar/* - uses: actions/upload-artifact@v3 From a706eca6d188c3dbf0f92b699c577666a82334d0 Mon Sep 17 00:00:00 2001 From: Peter Sobot Date: Mon, 29 Jul 2024 14:27:38 -0400 Subject: [PATCH 32/52] Enable some (but not all) fast-math optimizations for better vectorization. (#78) * Enable some (but not all) fast-math optimizations for better vectorization. * Remove -ffinite-math-only. --- python/setup.py | 17 +++++++++++++++-- 1 file changed, 15 insertions(+), 2 deletions(-) diff --git a/python/setup.py b/python/setup.py index 1d1a8549..272d28f0 100644 --- a/python/setup.py +++ b/python/setup.py @@ -14,8 +14,8 @@ import os -import sys import platform +import sys from pathlib import Path import numpy as np @@ -24,7 +24,6 @@ from setuptools import Extension, setup from setuptools.command.build_ext import build_ext - # Find the "cpp" folder depending on where this script is run from: for search_path in ["./cpp/", "../cpp/", "../../cpp/"]: path = os.path.abspath(os.path.join(os.path.dirname(__file__), search_path)) @@ -100,6 +99,20 @@ def build_extensions(self): if ct == "unix": opts.append('-DVERSION_INFO="%s"' % self.distribution.get_version()) opts.append("-std=c++17") + # Allow reordering floating-point operations for + # better automatic vectorization, even without -ffast-math + # See: https://simonbyrne.github.io/notes/fastmath/#flushing_subnormals_to_zero + # for why -ffast-math is not included: + opts.extend( + [ + "-fassociative-math", + "-fno-signaling-nans", + "-fno-trapping-math", + "-fno-signed-zeros", + "-freciprocal-math", + "-fno-math-errno", + ] + ) if has_flag(self.compiler, "-fvisibility=hidden"): opts.append("-fvisibility=hidden") elif ct == "msvc": From e2f232eebb9e7efae9e71465dc7f1087a7aa04b8 Mon Sep 17 00:00:00 2001 From: Dylan Bannon Date: Mon, 29 Jul 2024 14:27:51 -0400 Subject: [PATCH 33/52] bump version to 2.0.8 (#79) * bump java version and regen docs * update python version and regen docs * add new generated doc files * fmt --- docs/java/allclasses-index.html | 24 +- docs/java/allpackages-index.html | 18 +- .../voyager/jni/Index.QueryResults.html | 46 +- .../spotify/voyager/jni/Index.SpaceType.html | 48 +- .../voyager/jni/Index.StorageDataType.html | 46 +- docs/java/com/spotify/voyager/jni/Index.html | 65 +- .../voyager/jni/StringIndex.QueryResults.html | 46 +- .../com/spotify/voyager/jni/StringIndex.html | 155 +++- .../jni/class-use/Index.QueryResults.html | 18 +- .../jni/class-use/Index.SpaceType.html | 18 +- .../jni/class-use/Index.StorageDataType.html | 18 +- .../spotify/voyager/jni/class-use/Index.html | 18 +- .../class-use/StringIndex.QueryResults.html | 18 +- .../voyager/jni/class-use/StringIndex.html | 18 +- .../spotify/voyager/jni/package-summary.html | 35 +- .../com/spotify/voyager/jni/package-tree.html | 22 +- .../com/spotify/voyager/jni/package-use.html | 18 +- .../voyager/jni/utils/JniLibExtractor.html | 44 +- .../spotify/voyager/jni/utils/TinyJson.html | 46 +- .../jni/utils/class-use/JniLibExtractor.html | 18 +- .../voyager/jni/utils/class-use/TinyJson.html | 18 +- .../voyager/jni/utils/package-summary.html | 29 +- .../voyager/jni/utils/package-tree.html | 22 +- .../voyager/jni/utils/package-use.html | 18 +- .../com/spotify/voyager/package-summary.html | 29 +- .../com/spotify/voyager/package-tree.html | 22 +- .../java/com/spotify/voyager/package-use.html | 18 +- docs/java/copy.svg | 33 + docs/java/help-doc.html | 45 +- docs/java/index-all.html | 32 +- docs/java/index.html | 20 +- docs/java/legal/ASSEMBLY_EXCEPTION | 6 +- docs/java/link.svg | 31 + docs/java/member-search-index.js | 2 +- docs/java/overview-summary.html | 8 +- docs/java/overview-tree.html | 22 +- docs/java/script.js | 141 ++- docs/java/search-page.js | 284 ++++++ docs/java/search.html | 77 ++ docs/java/search.js | 612 +++++++----- docs/java/stylesheet.css | 869 +++++++++++++----- docs/python/_static/documentation_options.js | 2 +- docs/python/genindex.html | 8 +- docs/python/index.html | 12 +- docs/python/reference.html | 12 +- docs/python/search.html | 8 +- java/pom.xml | 2 +- python/voyager/version.py | 2 +- 48 files changed, 2190 insertions(+), 933 deletions(-) create mode 100644 docs/java/copy.svg create mode 100644 docs/java/link.svg create mode 100644 docs/java/search-page.js create mode 100644 docs/java/search.html diff --git a/docs/java/allclasses-index.html b/docs/java/allclasses-index.html index 29324ea1..4f2d0602 100644 --- a/docs/java/allclasses-index.html +++ b/docs/java/allclasses-index.html @@ -1,26 +1,21 @@ - + - -All Classes and Interfaces (voyager 2.0.7 API) + +All Classes and Interfaces (voyager 2.0.8 API) - + - -
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+ diff --git a/docs/java/com/spotify/voyager/jni/utils/package-use.html b/docs/java/com/spotify/voyager/jni/utils/package-use.html index 7cd43ad3..5d5d8633 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-use.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-use.html @@ -1,11 +1,11 @@ - -Uses of Package com.spotify.voyager.jni.utils (voyager 2.0.8 API) + +Uses of Package com.spotify.voyager.jni.utils (voyager 2.0.9 API) - + diff --git a/docs/java/com/spotify/voyager/package-summary.html b/docs/java/com/spotify/voyager/package-summary.html index e419037d..51e2123d 100644 --- a/docs/java/com/spotify/voyager/package-summary.html +++ b/docs/java/com/spotify/voyager/package-summary.html @@ -1,11 +1,11 @@ - -com.spotify.voyager (voyager 2.0.8 API) + +com.spotify.voyager (voyager 2.0.9 API) - + diff --git a/docs/java/com/spotify/voyager/package-tree.html b/docs/java/com/spotify/voyager/package-tree.html index 8bc9cff9..1be1a971 100644 --- a/docs/java/com/spotify/voyager/package-tree.html +++ b/docs/java/com/spotify/voyager/package-tree.html @@ -1,11 +1,11 @@ - 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} +a:visited { + color: #551A8B; +} + h1:hover > a.headerlink, h2:hover > a.headerlink, h3:hover > a.headerlink, @@ -324,6 +328,7 @@ aside.sidebar { p.sidebar-title { font-weight: bold; } + nav.contents, aside.topic, div.admonition, div.topic, blockquote { @@ -331,6 +336,7 @@ div.admonition, div.topic, blockquote { } /* -- topics ---------------------------------------------------------------- */ + nav.contents, aside.topic, div.topic { @@ -606,6 +612,7 @@ ol.simple p, ul.simple p { margin-bottom: 0; } + aside.footnote > span, div.citation > span { float: left; @@ -667,6 +674,16 @@ dd { margin-left: 30px; } +.sig dd { + margin-top: 0px; + margin-bottom: 0px; +} + +.sig dl { + margin-top: 0px; + margin-bottom: 0px; +} + dl > dd:last-child, dl > dd:last-child > :last-child { margin-bottom: 0; @@ -735,6 +752,14 @@ abbr, acronym { cursor: help; } +.translated { + background-color: rgba(207, 255, 207, 0.2) +} + +.untranslated { + background-color: rgba(255, 207, 207, 0.2) +} + /* -- code displays --------------------------------------------------------- */ pre { diff --git a/docs/python/_static/copybutton.js b/docs/python/_static/copybutton.js index 02c5c82d..2ea7ff3e 100644 --- a/docs/python/_static/copybutton.js +++ b/docs/python/_static/copybutton.js @@ -20,7 +20,7 @@ const messages = { }, 'fr' : { 'copy': 'Copier', - 'copy_to_clipboard': 'Copié dans le presse-papier', + 'copy_to_clipboard': 'Copier dans le presse-papier', 'copy_success': 'Copié !', 'copy_failure': 'Échec de la copie', }, @@ -224,7 +224,7 @@ var copyTargetText = (trigger) => { var target = document.querySelector(trigger.attributes['data-clipboard-target'].value); // get filtered text - let exclude = '.linenos, .gp'; + let exclude = '.linenos'; let text = filterText(target, exclude); return formatCopyText(text, '', false, true, true, true, '', '') diff --git a/docs/python/_static/debug.css b/docs/python/_static/debug.css index 3264805c..74d4aec3 100644 --- a/docs/python/_static/debug.css +++ b/docs/python/_static/debug.css @@ -64,6 +64,6 @@ body { .sb-footer__inner { background: salmon; } -[role="main"] { +.sb-article { background: white; } diff --git a/docs/python/_static/doctools.js b/docs/python/_static/doctools.js index 527b876c..d06a71d7 100644 --- a/docs/python/_static/doctools.js +++ b/docs/python/_static/doctools.js @@ -4,7 +4,7 @@ * * Base JavaScript utilities for all Sphinx HTML documentation. * - * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ diff --git a/docs/python/_static/documentation_options.js b/docs/python/_static/documentation_options.js index a88fb686..fc2fe926 100644 --- a/docs/python/_static/documentation_options.js +++ b/docs/python/_static/documentation_options.js @@ -1,6 +1,5 @@ -var DOCUMENTATION_OPTIONS = { - URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'), - VERSION: '2.0.8', +const DOCUMENTATION_OPTIONS = { + VERSION: '2.0.9', LANGUAGE: 'en', COLLAPSE_INDEX: false, BUILDER: 'html', diff --git a/docs/python/_static/language_data.js b/docs/python/_static/language_data.js index 2e22b06a..250f5665 100644 --- a/docs/python/_static/language_data.js +++ b/docs/python/_static/language_data.js @@ -5,7 +5,7 @@ * This script contains the language-specific data used by searchtools.js, * namely the list of stopwords, stemmer, scorer and splitter. * - * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ diff --git a/docs/python/_static/pygments.css b/docs/python/_static/pygments.css index 75471509..c2e07c71 100644 --- a/docs/python/_static/pygments.css +++ b/docs/python/_static/pygments.css @@ -22,6 +22,7 @@ .highlight .cs { color: #8f5902; font-style: italic } /* Comment.Special */ .highlight .gd { color: #a40000 } /* Generic.Deleted */ .highlight .ge { color: #000000; font-style: italic } /* Generic.Emph */ +.highlight .ges { color: #000000; font-weight: bold; font-style: italic } /* Generic.EmphStrong */ .highlight .gr { color: #ef2929 } /* Generic.Error */ .highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */ .highlight .gi { color: #00A000 } /* Generic.Inserted */ @@ -101,12 +102,13 @@ body[data-theme="dark"] .highlight .x { color: #d0d0d0 } /* Other */ body[data-theme="dark"] .highlight .p { color: #d0d0d0 } /* Punctuation */ body[data-theme="dark"] .highlight .ch { color: #ababab; font-style: italic } /* Comment.Hashbang */ body[data-theme="dark"] .highlight .cm { color: #ababab; font-style: italic } /* Comment.Multiline */ -body[data-theme="dark"] .highlight .cp { color: #cd2828; font-weight: bold } /* Comment.Preproc */ +body[data-theme="dark"] .highlight .cp { color: #ff3a3a; font-weight: bold } /* Comment.Preproc */ body[data-theme="dark"] .highlight .cpf { color: #ababab; font-style: italic } /* Comment.PreprocFile */ body[data-theme="dark"] .highlight .c1 { color: #ababab; font-style: italic } /* Comment.Single */ body[data-theme="dark"] .highlight .cs { color: #e50808; font-weight: bold; background-color: #520000 } /* Comment.Special */ body[data-theme="dark"] .highlight .gd { color: #d22323 } /* Generic.Deleted */ body[data-theme="dark"] .highlight .ge { color: #d0d0d0; font-style: italic } /* Generic.Emph */ +body[data-theme="dark"] .highlight .ges { color: #d0d0d0; font-weight: bold; font-style: italic } /* Generic.EmphStrong */ body[data-theme="dark"] .highlight .gr { color: #d22323 } /* Generic.Error */ body[data-theme="dark"] .highlight .gh { color: #ffffff; font-weight: bold } /* Generic.Heading */ body[data-theme="dark"] .highlight .gi { color: #589819 } /* Generic.Inserted */ @@ -186,12 +188,13 @@ body:not([data-theme="light"]) .highlight .x { color: #d0d0d0 } /* Other */ body:not([data-theme="light"]) .highlight .p { color: #d0d0d0 } /* Punctuation */ body:not([data-theme="light"]) .highlight .ch { color: #ababab; 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false,\n nestedClass: \"active\",\n\n // Offset & reflow\n offset: 0,\n reflow: false,\n\n // Event support\n events: true,\n };\n\n //\n // Methods\n //\n\n /**\n * Merge two or more objects together.\n * @param {Object} objects The objects to merge together\n * @returns {Object} Merged values of defaults and options\n */\n var extend = function () {\n var merged = {};\n Array.prototype.forEach.call(arguments, function (obj) {\n for (var key in obj) {\n if (!obj.hasOwnProperty(key)) return;\n merged[key] = obj[key];\n }\n });\n return merged;\n };\n\n /**\n * Emit a custom event\n * @param {String} type The event type\n * @param {Node} elem The element to attach the event to\n * @param {Object} detail Any details to pass along with the event\n */\n var emitEvent = function (type, elem, detail) {\n // Make sure events are enabled\n if (!detail.settings.events) return;\n\n // Create a new event\n var event = new CustomEvent(type, {\n bubbles: true,\n cancelable: true,\n detail: detail,\n });\n\n // Dispatch the event\n elem.dispatchEvent(event);\n };\n\n /**\n * Get an element's distance from the top of the Document.\n * @param {Node} elem The element\n * @return {Number} Distance from the top in pixels\n */\n var getOffsetTop = function (elem) {\n var location = 0;\n if (elem.offsetParent) {\n while (elem) {\n location += elem.offsetTop;\n elem = elem.offsetParent;\n }\n }\n return location >= 0 ? location : 0;\n };\n\n /**\n * Sort content from first to last in the DOM\n * @param {Array} contents The content areas\n */\n var sortContents = function (contents) {\n if (contents) {\n contents.sort(function (item1, item2) {\n var offset1 = getOffsetTop(item1.content);\n var offset2 = getOffsetTop(item2.content);\n if (offset1 < offset2) return -1;\n return 1;\n });\n }\n };\n\n /**\n * Get the offset to use for calculating position\n * @param {Object} settings The settings for this instantiation\n * @return {Float} The number of pixels to offset the 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var bounds = elem.getBoundingClientRect();\n var offset = getOffset(settings);\n if (bottom) {\n return (\n parseInt(bounds.bottom, 10) <\n (window.innerHeight || document.documentElement.clientHeight)\n );\n }\n return parseInt(bounds.top, 10) <= offset;\n };\n\n /**\n * Check if at the bottom of the viewport\n * @return {Boolean} If true, page is at the bottom of the viewport\n */\n var isAtBottom = function () {\n if (\n Math.ceil(window.innerHeight + window.pageYOffset) >=\n getDocumentHeight()\n )\n return true;\n return false;\n };\n\n /**\n * Check if the last item should be used (even if not at the top of the page)\n * @param {Object} item The last item\n * @param {Object} settings The settings for this instantiation\n * @return {Boolean} If true, use the last item\n */\n var useLastItem = function (item, settings) {\n if (isAtBottom() && isInView(item.content, settings, true)) return true;\n return false;\n };\n\n /**\n * Get the active content\n * @param {Array} contents The 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function (nav, settings) {\n // If nesting isn't activated, bail\n if (!settings.nested) return;\n\n // Get the parent navigation\n var li = nav.parentNode.closest(\"li\");\n if (!li) return;\n\n // Add the active class\n li.classList.add(settings.nestedClass);\n\n // Apply recursively to any parent navigation elements\n activateNested(li, settings);\n };\n\n /**\n * Activate a nav and content area\n * @param {Object} items The nav item and content to activate\n * @param {Object} settings The settings for this instantiation\n */\n var activate = function (items, settings) {\n // Make sure there are items to activate\n if (!items) return;\n\n // Get the parent list item\n var li = items.nav.closest(\"li\");\n if (!li) return;\n\n // Add the active class to the nav and content\n li.classList.add(settings.navClass);\n items.content.classList.add(settings.contentClass);\n\n // Activate any parent navs in a nested navigation\n activateNested(li, settings);\n\n // Emit a custom event\n emitEvent(\"gumshoeActivate\", li, {\n link: items.nav,\n content: items.content,\n settings: settings,\n });\n };\n\n /**\n * Create the Constructor object\n * @param {String} selector The selector to use for navigation items\n * @param {Object} options User options and settings\n */\n var Constructor = function (selector, options) {\n //\n // Variables\n //\n\n var publicAPIs = {};\n var navItems, contents, current, timeout, settings;\n\n //\n // Methods\n //\n\n /**\n * Set variables from DOM elements\n */\n publicAPIs.setup = function () {\n // Get all nav items\n navItems = document.querySelectorAll(selector);\n\n // Create contents array\n contents = [];\n\n // Loop through each item, get it's matching content, and push to the array\n Array.prototype.forEach.call(navItems, function (item) {\n // Get the content for the nav item\n var content = document.getElementById(\n decodeURIComponent(item.hash.substr(1)),\n );\n if (!content) return;\n\n // Push to the contents array\n 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calculations\n */\n var getOffset = function (settings) {\n // if the offset is a function run it\n if (typeof settings.offset === \"function\") {\n return parseFloat(settings.offset());\n }\n\n // Otherwise, return it as-is\n return parseFloat(settings.offset);\n };\n\n /**\n * Get the document element's height\n * @private\n * @returns {Number}\n */\n var getDocumentHeight = function () {\n return Math.max(\n document.body.scrollHeight,\n document.documentElement.scrollHeight,\n document.body.offsetHeight,\n document.documentElement.offsetHeight,\n document.body.clientHeight,\n document.documentElement.clientHeight,\n );\n };\n\n /**\n * Determine if an element is in view\n * @param {Node} elem The element\n * @param {Object} settings The settings for this instantiation\n * @param {Boolean} bottom If true, check if element is above bottom of viewport instead\n * @return {Boolean} Returns true if element is in the viewport\n */\n var isInView = function (elem, settings, bottom) {\n var bounds = elem.getBoundingClientRect();\n var offset = getOffset(settings);\n if (bottom) {\n return (\n parseInt(bounds.bottom, 10) <\n (window.innerHeight || document.documentElement.clientHeight)\n );\n }\n return parseInt(bounds.top, 10) <= offset;\n };\n\n /**\n * Check if at the bottom of the viewport\n * @return {Boolean} If true, page is at the bottom of the viewport\n */\n var isAtBottom = function () {\n if (\n Math.ceil(window.innerHeight + window.pageYOffset) >=\n getDocumentHeight()\n )\n return true;\n return false;\n };\n\n /**\n * Check if the last item should be used (even if not at the top of the page)\n * @param {Object} item The last item\n * @param {Object} settings The settings for this instantiation\n * @return {Boolean} If true, use the last item\n */\n var useLastItem = function (item, settings) {\n if (isAtBottom() && isInView(item.content, settings, true)) return true;\n return false;\n };\n\n /**\n * Get the active content\n * @param {Array} contents The content areas\n * @param {Object} settings The settings for this instantiation\n * @return {Object} The content area and matching navigation link\n */\n var getActive = function (contents, settings) {\n var last = contents[contents.length - 1];\n if (useLastItem(last, settings)) return last;\n for (var i = contents.length - 1; i >= 0; i--) {\n if (isInView(contents[i].content, settings)) return contents[i];\n }\n };\n\n /**\n * Deactivate parent navs in a nested navigation\n * @param {Node} nav The starting navigation element\n * @param {Object} settings The settings for this instantiation\n */\n var deactivateNested = function (nav, settings) {\n // If nesting isn't activated, bail\n if (!settings.nested || !nav.parentNode) return;\n\n // Get the parent navigation\n var li = nav.parentNode.closest(\"li\");\n if (!li) return;\n\n // Remove the active class\n li.classList.remove(settings.nestedClass);\n\n // Apply recursively to any parent navigation elements\n deactivateNested(li, settings);\n };\n\n /**\n * Deactivate a nav and content area\n * @param {Object} items The nav item and content to deactivate\n * @param {Object} settings The settings for this instantiation\n */\n var deactivate = function (items, settings) {\n // Make sure there are items to deactivate\n if (!items) return;\n\n // Get the parent list item\n var li = items.nav.closest(\"li\");\n if (!li) return;\n\n // Remove the active class from the nav and content\n li.classList.remove(settings.navClass);\n items.content.classList.remove(settings.contentClass);\n\n // Deactivate any parent navs in a nested navigation\n deactivateNested(li, settings);\n\n // Emit a custom event\n emitEvent(\"gumshoeDeactivate\", li, {\n link: items.nav,\n content: items.content,\n settings: settings,\n });\n };\n\n /**\n * Activate parent navs in a nested navigation\n * @param {Node} nav The starting navigation element\n * @param {Object} settings The settings for this instantiation\n */\n var activateNested = function (nav, settings) {\n // If nesting isn't activated, bail\n if (!settings.nested) return;\n\n // Get the parent navigation\n var li = nav.parentNode.closest(\"li\");\n if (!li) return;\n\n // Add the active class\n li.classList.add(settings.nestedClass);\n\n // Apply recursively to any parent navigation elements\n activateNested(li, settings);\n };\n\n /**\n * Activate a nav and content area\n * @param {Object} items The nav item and content to activate\n * @param {Object} settings The settings for this instantiation\n */\n var activate = function (items, settings) {\n // Make sure there are items to activate\n if (!items) return;\n\n // Get the parent list item\n var li = items.nav.closest(\"li\");\n if (!li) return;\n\n // Add the active class to the nav and content\n li.classList.add(settings.navClass);\n items.content.classList.add(settings.contentClass);\n\n // Activate any parent navs in a nested navigation\n activateNested(li, settings);\n\n // Emit a custom event\n emitEvent(\"gumshoeActivate\", li, {\n link: items.nav,\n content: items.content,\n settings: settings,\n });\n };\n\n /**\n * Create the Constructor object\n * @param {String} selector The selector to use for navigation items\n * @param {Object} options User options and settings\n */\n var Constructor = function (selector, options) {\n //\n // Variables\n //\n\n var publicAPIs = {};\n var navItems, contents, current, timeout, settings;\n\n //\n // Methods\n //\n\n /**\n * Set variables from DOM elements\n */\n publicAPIs.setup = function () {\n // Get all nav items\n navItems = document.querySelectorAll(selector);\n\n // Create contents array\n contents = [];\n\n // Loop through each item, get it's matching content, and push to the array\n Array.prototype.forEach.call(navItems, function (item) {\n // Get the content for the nav item\n var content = document.getElementById(\n decodeURIComponent(item.hash.substr(1)),\n );\n if (!content) return;\n\n // Push to the contents array\n contents.push({\n nav: item,\n content: content,\n });\n });\n\n // Sort contents by the order they appear in the DOM\n sortContents(contents);\n };\n\n /**\n * Detect which content is currently active\n */\n publicAPIs.detect = function () {\n // Get the active content\n var active = getActive(contents, settings);\n\n // if there's no active content, deactivate and bail\n if (!active) {\n if (current) {\n deactivate(current, settings);\n current = null;\n }\n return;\n }\n\n // If the active content is the one currently active, do nothing\n if (current && active.content === current.content) return;\n\n // Deactivate the current content and activate the new content\n deactivate(current, settings);\n activate(active, settings);\n\n // Update the currently active content\n current = active;\n };\n\n /**\n * Detect the active content on scroll\n * Debounced for performance\n */\n var scrollHandler = function (event) {\n // If there's a timer, cancel it\n if (timeout) {\n window.cancelAnimationFrame(timeout);\n }\n\n // Setup debounce callback\n timeout = window.requestAnimationFrame(publicAPIs.detect);\n };\n\n /**\n * Update content sorting on resize\n * Debounced for performance\n */\n var resizeHandler = function (event) {\n // If there's a timer, cancel it\n if (timeout) {\n window.cancelAnimationFrame(timeout);\n }\n\n // Setup debounce callback\n timeout = window.requestAnimationFrame(function () {\n sortContents(contents);\n publicAPIs.detect();\n });\n };\n\n /**\n * Destroy the current instantiation\n */\n publicAPIs.destroy = function () {\n // Undo DOM changes\n if (current) {\n deactivate(current, settings);\n }\n\n // Remove event listeners\n window.removeEventListener(\"scroll\", scrollHandler, false);\n if (settings.reflow) {\n window.removeEventListener(\"resize\", resizeHandler, false);\n }\n\n // Reset variables\n contents = null;\n navItems = null;\n current = null;\n timeout = null;\n settings = null;\n };\n\n /**\n * Initialize the current instantiation\n */\n var init = function () {\n // Merge user options into defaults\n settings = extend(defaults, options || {});\n\n // Setup variables based on the current DOM\n publicAPIs.setup();\n\n // Find the currently active content\n publicAPIs.detect();\n\n // Setup event listeners\n window.addEventListener(\"scroll\", scrollHandler, false);\n if (settings.reflow) {\n window.addEventListener(\"resize\", resizeHandler, false);\n }\n };\n\n //\n // Initialize and return the public APIs\n //\n\n init();\n return publicAPIs;\n };\n\n //\n // Return the Constructor\n //\n\n return Constructor;\n },\n);\n","// The module cache\nvar __webpack_module_cache__ = {};\n\n// The require function\nfunction __webpack_require__(moduleId) {\n\t// Check if module is in cache\n\tvar cachedModule = __webpack_module_cache__[moduleId];\n\tif (cachedModule !== undefined) {\n\t\treturn cachedModule.exports;\n\t}\n\t// Create a new module (and put it into the cache)\n\tvar module = __webpack_module_cache__[moduleId] = {\n\t\t// no module.id needed\n\t\t// no module.loaded needed\n\t\texports: {}\n\t};\n\n\t// Execute the module function\n\t__webpack_modules__[moduleId].call(module.exports, module, module.exports, __webpack_require__);\n\n\t// Return the exports of the module\n\treturn module.exports;\n}\n\n","// getDefaultExport function for compatibility with non-harmony modules\n__webpack_require__.n = (module) => {\n\tvar getter = module && module.__esModule ?\n\t\t() => (module['default']) :\n\t\t() => (module);\n\t__webpack_require__.d(getter, { a: getter });\n\treturn getter;\n};","// define getter functions for harmony exports\n__webpack_require__.d = (exports, definition) => {\n\tfor(var key in definition) {\n\t\tif(__webpack_require__.o(definition, key) && !__webpack_require__.o(exports, key)) {\n\t\t\tObject.defineProperty(exports, key, { enumerable: true, get: definition[key] });\n\t\t}\n\t}\n};","__webpack_require__.g = (function() {\n\tif (typeof globalThis === 'object') return globalThis;\n\ttry {\n\t\treturn this || new Function('return this')();\n\t} catch (e) {\n\t\tif (typeof window === 'object') return window;\n\t}\n})();","__webpack_require__.o = (obj, prop) => (Object.prototype.hasOwnProperty.call(obj, prop))","import Gumshoe from \"./gumshoe-patched.js\";\n\n////////////////////////////////////////////////////////////////////////////////\n// Scroll Handling\n////////////////////////////////////////////////////////////////////////////////\nvar tocScroll = null;\nvar header = null;\nvar lastScrollTop = window.pageYOffset || document.documentElement.scrollTop;\nconst GO_TO_TOP_OFFSET = 64;\n\nfunction scrollHandlerForHeader() {\n if (Math.floor(header.getBoundingClientRect().top) == 0) {\n header.classList.add(\"scrolled\");\n } else {\n header.classList.remove(\"scrolled\");\n }\n}\n\nfunction scrollHandlerForBackToTop(positionY) {\n if (positionY < GO_TO_TOP_OFFSET) {\n document.documentElement.classList.remove(\"show-back-to-top\");\n } else {\n if (positionY < lastScrollTop) {\n document.documentElement.classList.add(\"show-back-to-top\");\n } else if (positionY > lastScrollTop) {\n document.documentElement.classList.remove(\"show-back-to-top\");\n }\n }\n lastScrollTop = positionY;\n}\n\nfunction scrollHandlerForTOC(positionY) {\n if (tocScroll === null) {\n return;\n }\n\n // top of page.\n if (positionY == 0) {\n tocScroll.scrollTo(0, 0);\n } else if (\n // bottom of page.\n Math.ceil(positionY) >=\n Math.floor(document.documentElement.scrollHeight - window.innerHeight)\n ) {\n tocScroll.scrollTo(0, tocScroll.scrollHeight);\n } else {\n // somewhere in the middle.\n const current = document.querySelector(\".scroll-current\");\n if (current == null) {\n return;\n }\n\n // https://github.com/pypa/pip/issues/9159 This breaks scroll behaviours.\n // // scroll the currently \"active\" heading in toc, into view.\n // const rect = current.getBoundingClientRect();\n // if (0 > rect.top) {\n // current.scrollIntoView(true); // the argument is \"alignTop\"\n // } else if (rect.bottom > window.innerHeight) {\n // current.scrollIntoView(false);\n // }\n }\n}\n\nfunction scrollHandler(positionY) {\n scrollHandlerForHeader();\n scrollHandlerForBackToTop(positionY);\n scrollHandlerForTOC(positionY);\n}\n\n////////////////////////////////////////////////////////////////////////////////\n// Theme Toggle\n////////////////////////////////////////////////////////////////////////////////\nfunction setTheme(mode) {\n if (mode !== \"light\" && mode !== \"dark\" && mode !== \"auto\") {\n console.error(`Got invalid theme mode: ${mode}. Resetting to auto.`);\n mode = \"auto\";\n }\n\n document.body.dataset.theme = mode;\n localStorage.setItem(\"theme\", mode);\n console.log(`Changed to ${mode} mode.`);\n}\n\nfunction cycleThemeOnce() {\n const currentTheme = localStorage.getItem(\"theme\") || \"auto\";\n const prefersDark = window.matchMedia(\"(prefers-color-scheme: dark)\").matches;\n\n if (prefersDark) {\n // Auto (dark) -> Light -> Dark\n if (currentTheme === \"auto\") {\n setTheme(\"light\");\n } else if (currentTheme == \"light\") {\n setTheme(\"dark\");\n } else {\n setTheme(\"auto\");\n }\n } else {\n // Auto (light) -> Dark -> Light\n if (currentTheme === \"auto\") {\n setTheme(\"dark\");\n } else if (currentTheme == \"dark\") {\n setTheme(\"light\");\n } else {\n setTheme(\"auto\");\n }\n }\n}\n\n////////////////////////////////////////////////////////////////////////////////\n// Setup\n////////////////////////////////////////////////////////////////////////////////\nfunction setupScrollHandler() {\n // Taken from https://developer.mozilla.org/en-US/docs/Web/API/Document/scroll_event\n let last_known_scroll_position = 0;\n let ticking = false;\n\n window.addEventListener(\"scroll\", function (e) {\n last_known_scroll_position = window.scrollY;\n\n if (!ticking) {\n window.requestAnimationFrame(function () {\n scrollHandler(last_known_scroll_position);\n ticking = false;\n });\n\n ticking = true;\n }\n });\n window.scroll();\n}\n\nfunction setupScrollSpy() {\n if (tocScroll === null) {\n return;\n }\n\n // Scrollspy -- highlight table on contents, based on scroll\n new Gumshoe(\".toc-tree a\", {\n reflow: true,\n recursive: true,\n navClass: \"scroll-current\",\n offset: () => {\n let rem = parseFloat(getComputedStyle(document.documentElement).fontSize);\n return header.getBoundingClientRect().height + 0.5 * rem + 1;\n },\n });\n}\n\nfunction setupTheme() {\n // Attach event handlers for toggling themes\n const buttons = document.getElementsByClassName(\"theme-toggle\");\n Array.from(buttons).forEach((btn) => {\n btn.addEventListener(\"click\", cycleThemeOnce);\n });\n}\n\nfunction setup() {\n setupTheme();\n setupScrollHandler();\n setupScrollSpy();\n}\n\n////////////////////////////////////////////////////////////////////////////////\n// Main entrypoint\n////////////////////////////////////////////////////////////////////////////////\nfunction main() {\n document.body.parentNode.classList.remove(\"no-js\");\n\n header = document.querySelector(\"header\");\n tocScroll = document.querySelector(\".toc-scroll\");\n\n setup();\n}\n\ndocument.addEventListener(\"DOMContentLoaded\", main);\n"],"names":["root","g","window","this","defaults","navClass","contentClass","nested","nestedClass","offset","reflow","events","emitEvent","type","elem","detail","settings","event","CustomEvent","bubbles","cancelable","dispatchEvent","getOffsetTop","location","offsetParent","offsetTop","sortContents","contents","sort","item1","item2","content","isInView","bottom","bounds","getBoundingClientRect","parseFloat","getOffset","parseInt","innerHeight","document","documentElement","clientHeight","top","isAtBottom","Math","ceil","pageYOffset","max","body","scrollHeight","offsetHeight","getActive","last","length","item","useLastItem","i","deactivateNested","nav","parentNode","li","closest","classList","remove","deactivate","items","link","activateNested","add","selector","options","navItems","current","timeout","publicAPIs","querySelectorAll","Array","prototype","forEach","call","getElementById","decodeURIComponent","hash","substr","push","active","activate","scrollHandler","cancelAnimationFrame","requestAnimationFrame","detect","resizeHandler","destroy","removeEventListener","merged","arguments","obj","key","hasOwnProperty","extend","setup","addEventListener","factory","__webpack_module_cache__","__webpack_require__","moduleId","cachedModule","undefined","exports","module","__webpack_modules__","n","getter","__esModule","d","a","definition","o","Object","defineProperty","enumerable","get","globalThis","Function","e","prop","tocScroll","header","lastScrollTop","scrollTop","GO_TO_TOP_OFFSET","cycleThemeOnce","currentTheme","localStorage","getItem","mode","matchMedia","matches","console","error","dataset","theme","setItem","log","buttons","getElementsByClassName","from","btn","setupTheme","last_known_scroll_position","ticking","scrollY","positionY","floor","scrollHandlerForBackToTop","scrollTo","querySelector","scrollHandlerForTOC","scroll","setupScrollHandler","recursive","rem","getComputedStyle","fontSize","height"],"sourceRoot":""} \ No newline at end of file diff --git a/docs/python/_static/searchtools.js b/docs/python/_static/searchtools.js index e89e34d4..7918c3fa 100644 --- a/docs/python/_static/searchtools.js +++ b/docs/python/_static/searchtools.js @@ -4,7 +4,7 @@ * * Sphinx JavaScript utilities for the full-text search. * - * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ @@ -57,12 +57,12 @@ const _removeChildren = (element) => { const _escapeRegExp = (string) => string.replace(/[.*+\-?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string -const _displayItem = (item, searchTerms) => { +const _displayItem = (item, searchTerms, highlightTerms) => { const docBuilder = DOCUMENTATION_OPTIONS.BUILDER; - const docUrlRoot = DOCUMENTATION_OPTIONS.URL_ROOT; const docFileSuffix = DOCUMENTATION_OPTIONS.FILE_SUFFIX; const docLinkSuffix = DOCUMENTATION_OPTIONS.LINK_SUFFIX; const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY; + const contentRoot = document.documentElement.dataset.content_root; const [docName, title, anchor, descr, score, _filename] = item; @@ -75,20 +75,24 @@ const _displayItem = (item, searchTerms) => { if (dirname.match(/\/index\/$/)) dirname = dirname.substring(0, dirname.length - 6); else if (dirname === "index/") dirname = ""; - requestUrl = docUrlRoot + dirname; + requestUrl = contentRoot + dirname; linkUrl = requestUrl; } else { // normal html builders - requestUrl = docUrlRoot + docName + docFileSuffix; + requestUrl = contentRoot + docName + docFileSuffix; linkUrl = docName + docLinkSuffix; } let linkEl = listItem.appendChild(document.createElement("a")); linkEl.href = linkUrl + anchor; linkEl.dataset.score = score; linkEl.innerHTML = title; - if (descr) + if (descr) { listItem.appendChild(document.createElement("span")).innerHTML = " (" + descr + ")"; + // highlight search terms in the description + if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js + highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted")); + } else if (showSearchSummary) fetch(requestUrl) .then((responseData) => responseData.text()) @@ -97,6 +101,9 @@ const _displayItem = (item, searchTerms) => { listItem.appendChild( Search.makeSearchSummary(data, searchTerms) ); + // highlight search terms in the summary + if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js + highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted")); }); Search.output.appendChild(listItem); }; @@ -115,14 +122,15 @@ const _finishSearch = (resultCount) => { const _displayNextItem = ( results, resultCount, - searchTerms + searchTerms, + highlightTerms, ) => { // results left, load the summary and display it // this is intended to be dynamic (don't sub resultsCount) if (results.length) { - _displayItem(results.pop(), searchTerms); + _displayItem(results.pop(), searchTerms, highlightTerms); setTimeout( - () => _displayNextItem(results, resultCount, searchTerms), + () => _displayNextItem(results, resultCount, searchTerms, highlightTerms), 5 ); } @@ -360,7 +368,7 @@ const Search = { // console.info("search results:", Search.lastresults); // print the results - _displayNextItem(results, results.length, searchTerms); + _displayNextItem(results, results.length, searchTerms, highlightTerms); }, /** diff --git a/docs/python/_static/skeleton.css b/docs/python/_static/skeleton.css index 01231167..467c878c 100644 --- a/docs/python/_static/skeleton.css +++ b/docs/python/_static/skeleton.css @@ -143,19 +143,19 @@ article { .sb-article-container, .sb-footer-content__inner, -.drop-secondary-sidebar-for-full-width-content [role="main"], +.drop-secondary-sidebar-for-full-width-content .sb-article, .drop-secondary-sidebar-for-full-width-content .match-content-width { width: 100vw; } -[role="main"], +.sb-article, .match-content-width { padding: 0 1rem; box-sizing: border-box; } @media (min-width: 32rem) { - [role="main"], + .sb-article, .match-content-width { padding: 0 2rem; } @@ -167,33 +167,33 @@ article { width: auto; } .sb-footer-content__inner, - .drop-secondary-sidebar-for-full-width-content [role="main"], + .drop-secondary-sidebar-for-full-width-content .sb-article, .drop-secondary-sidebar-for-full-width-content .match-content-width { width: 42rem; } - [role="main"], + .sb-article, .match-content-width { width: 42rem; } } @media (min-width: 46rem) { .sb-footer-content__inner, - .drop-secondary-sidebar-for-full-width-content [role="main"], + .drop-secondary-sidebar-for-full-width-content .sb-article, .drop-secondary-sidebar-for-full-width-content .match-content-width { width: 46rem; } - [role="main"], + .sb-article, .match-content-width { width: 46rem; } } @media (min-width: 50rem) { .sb-footer-content__inner, - .drop-secondary-sidebar-for-full-width-content [role="main"], + .drop-secondary-sidebar-for-full-width-content .sb-article, .drop-secondary-sidebar-for-full-width-content .match-content-width { width: 50rem; } - [role="main"], + .sb-article, .match-content-width { width: 50rem; } @@ -208,33 +208,33 @@ article { display: none !important; } .sb-footer-content__inner, - .drop-secondary-sidebar-for-full-width-content [role="main"], + .drop-secondary-sidebar-for-full-width-content .sb-article, .drop-secondary-sidebar-for-full-width-content .match-content-width { width: 59rem; } - [role="main"], + .sb-article, .match-content-width { width: 42rem; } } @media (min-width: 63rem) { .sb-footer-content__inner, - .drop-secondary-sidebar-for-full-width-content [role="main"], + .drop-secondary-sidebar-for-full-width-content .sb-article, .drop-secondary-sidebar-for-full-width-content .match-content-width { width: 63rem; } - [role="main"], + .sb-article, .match-content-width { width: 46rem; } } @media (min-width: 67rem) { .sb-footer-content__inner, - .drop-secondary-sidebar-for-full-width-content [role="main"], + .drop-secondary-sidebar-for-full-width-content .sb-article, .drop-secondary-sidebar-for-full-width-content .match-content-width { width: 67rem; } - [role="main"], + .sb-article, .match-content-width { width: 50rem; } @@ -249,11 +249,11 @@ article { display: none !important; } .sb-footer-content__inner, - .drop-secondary-sidebar-for-full-width-content [role="main"], + .drop-secondary-sidebar-for-full-width-content .sb-article, .drop-secondary-sidebar-for-full-width-content .match-content-width { width: 59rem; } - [role="main"], + .sb-article, .match-content-width { width: 42rem; } @@ -261,24 +261,24 @@ article { /* Full desktop views */ @media (min-width: 80rem) { - [role="main"], + .sb-article, .match-content-width { width: 46rem; } .sb-footer-content__inner, - .drop-secondary-sidebar-for-full-width-content [role="main"], + .drop-secondary-sidebar-for-full-width-content .sb-article, .drop-secondary-sidebar-for-full-width-content .match-content-width { width: 63rem; } } @media (min-width: 84rem) { - [role="main"], + .sb-article, .match-content-width { width: 50rem; } .sb-footer-content__inner, - .drop-secondary-sidebar-for-full-width-content [role="main"], + .drop-secondary-sidebar-for-full-width-content .sb-article, .drop-secondary-sidebar-for-full-width-content .match-content-width { width: 67rem; } @@ -286,7 +286,7 @@ article { @media (min-width: 88rem) { .sb-footer-content__inner, - .drop-secondary-sidebar-for-full-width-content [role="main"], + .drop-secondary-sidebar-for-full-width-content .sb-article, .drop-secondary-sidebar-for-full-width-content .match-content-width { width: 67rem; } diff --git a/docs/python/_static/sphinx_highlight.js b/docs/python/_static/sphinx_highlight.js index aae669d7..8a96c69a 100644 --- a/docs/python/_static/sphinx_highlight.js +++ b/docs/python/_static/sphinx_highlight.js @@ -29,14 +29,19 @@ const _highlight = (node, addItems, text, className) => { } span.appendChild(document.createTextNode(val.substr(pos, text.length))); + const rest = document.createTextNode(val.substr(pos + text.length)); parent.insertBefore( span, parent.insertBefore( - document.createTextNode(val.substr(pos + text.length)), + rest, node.nextSibling ) ); node.nodeValue = val.substr(0, pos); + /* There may be more occurrences of search term in this node. So call this + * function recursively on the remaining fragment. + */ + _highlight(rest, addItems, text, className); if (isInSVG) { const rect = document.createElementNS( @@ -140,5 +145,10 @@ const SphinxHighlight = { }, }; -_ready(SphinxHighlight.highlightSearchWords); -_ready(SphinxHighlight.initEscapeListener); +_ready(() => { + /* Do not call highlightSearchWords() when we are on the search page. + * It will highlight words from the *previous* search query. + */ + if (typeof Search === "undefined") SphinxHighlight.highlightSearchWords(); + SphinxHighlight.initEscapeListener(); +}); diff --git a/docs/python/_static/styles/furo.css b/docs/python/_static/styles/furo.css index 16a3d67c..3d29a218 100644 --- a/docs/python/_static/styles/furo.css +++ b/docs/python/_static/styles/furo.css @@ -1,2 +1,2 @@ -/*! normalize.css v8.0.1 | MIT License | github.com/necolas/normalize.css 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Correct the color inheritance from `fieldset` elements in IE.\n * 3. Remove the padding so developers are not caught out when they zero out\n * `fieldset` elements in all browsers.\n */\n\nlegend {\n box-sizing: border-box; /* 1 */\n color: inherit; /* 2 */\n display: table; /* 1 */\n max-width: 100%; /* 1 */\n padding: 0; /* 3 */\n white-space: normal; /* 1 */\n}\n\n/**\n * Add the correct vertical alignment in Chrome, Firefox, and Opera.\n */\n\nprogress {\n vertical-align: baseline;\n}\n\n/**\n * Remove the default vertical scrollbar in IE 10+.\n */\n\ntextarea {\n overflow: auto;\n}\n\n/**\n * 1. Add the correct box sizing in IE 10.\n * 2. Remove the padding in IE 10.\n */\n\n[type=\"checkbox\"],\n[type=\"radio\"] {\n box-sizing: border-box; /* 1 */\n padding: 0; /* 2 */\n}\n\n/**\n * Correct the cursor style of increment and decrement buttons in Chrome.\n */\n\n[type=\"number\"]::-webkit-inner-spin-button,\n[type=\"number\"]::-webkit-outer-spin-button {\n height: auto;\n}\n\n/**\n * 1. Correct the odd appearance in Chrome and Safari.\n * 2. Correct the outline style in Safari.\n */\n\n[type=\"search\"] {\n -webkit-appearance: textfield; /* 1 */\n outline-offset: -2px; /* 2 */\n}\n\n/**\n * Remove the inner padding in Chrome and Safari on macOS.\n */\n\n[type=\"search\"]::-webkit-search-decoration {\n -webkit-appearance: none;\n}\n\n/**\n * 1. Correct the inability to style clickable types in iOS and Safari.\n * 2. Change font properties to `inherit` in Safari.\n */\n\n::-webkit-file-upload-button {\n -webkit-appearance: button; /* 1 */\n font: inherit; /* 2 */\n}\n\n/* Interactive\n ========================================================================== */\n\n/*\n * Add the correct display in Edge, IE 10+, and Firefox.\n */\n\ndetails {\n display: block;\n}\n\n/*\n * Add the correct display in all browsers.\n */\n\nsummary {\n display: list-item;\n}\n\n/* Misc\n ========================================================================== */\n\n/**\n * Add the correct display in IE 10+.\n */\n\ntemplate {\n display: none;\n}\n\n/**\n * Add the correct display in IE 10.\n */\n\n[hidden] {\n display: none;\n}\n","// This file contains styles for managing print media.\n\n////////////////////////////////////////////////////////////////////////////////\n// Hide elements not relevant to print media.\n////////////////////////////////////////////////////////////////////////////////\n@media print\n // Hide icon container.\n .content-icon-container\n display: none !important\n\n // Hide showing header links if hovering over when printing.\n .headerlink\n display: none !important\n\n // Hide mobile header.\n .mobile-header\n display: none !important\n\n // Hide navigation links.\n .related-pages\n display: none !important\n\n////////////////////////////////////////////////////////////////////////////////\n// Tweaks related to decolorization.\n////////////////////////////////////////////////////////////////////////////////\n@media print\n // Apply a border around code which no longer have a color background.\n .highlight\n border: 0.1pt solid var(--color-foreground-border)\n",".visually-hidden\n position: absolute !important\n width: 1px !important\n height: 1px !important\n padding: 0 !important\n margin: -1px !important\n overflow: hidden !important\n clip: rect(0,0,0,0) !important\n white-space: nowrap !important\n border: 0 !important\n\n:-moz-focusring\n outline: auto\n","// This file serves as the \"skeleton\" of the theming logic.\n//\n// This contains the bulk of the logic for handling dark mode, color scheme\n// toggling and the handling of color-scheme-specific hiding of elements.\n\nbody\n @include fonts\n @include spacing\n @include icons\n @include admonitions\n @include default-admonition(#651fff, \"abstract\")\n @include default-topic(#14B8A6, \"pencil\")\n\n @include colors\n\n.only-light\n display: block !important\nhtml body .only-dark\n display: none !important\n\n// Ignore dark-mode hints if print media.\n@media not print\n // Enable dark-mode, if requested.\n body[data-theme=\"dark\"]\n @include colors-dark\n\n html & .only-light\n display: none !important\n .only-dark\n display: block !important\n\n // Enable dark mode, unless explicitly told to avoid.\n @media (prefers-color-scheme: dark)\n body:not([data-theme=\"light\"])\n @include colors-dark\n\n html & .only-light\n display: none !important\n .only-dark\n display: block !important\n\n//\n// Theme toggle presentation\n//\nbody[data-theme=\"auto\"]\n .theme-toggle svg.theme-icon-when-auto\n display: block\n\nbody[data-theme=\"dark\"]\n .theme-toggle svg.theme-icon-when-dark\n display: block\n\nbody[data-theme=\"light\"]\n .theme-toggle svg.theme-icon-when-light\n display: block\n","// Fonts used by this theme.\n//\n// There are basically two things here -- using the system font stack and\n// defining sizes for various elements in %ages. We could have also used `em`\n// but %age is easier to reason about for me.\n\n@mixin fonts {\n // These are adapted from https://systemfontstack.com/\n --font-stack: -apple-system, BlinkMacSystemFont, Segoe UI, Helvetica, Arial,\n sans-serif, Apple Color Emoji, Segoe UI Emoji;\n --font-stack--monospace: \"SFMono-Regular\", Menlo, Consolas, Monaco,\n Liberation Mono, Lucida Console, monospace;\n\n --font-size--normal: 100%;\n --font-size--small: 87.5%;\n --font-size--small--2: 81.25%;\n --font-size--small--3: 75%;\n --font-size--small--4: 62.5%;\n\n // Sidebar\n --sidebar-caption-font-size: var(--font-size--small--2);\n --sidebar-item-font-size: var(--font-size--small);\n --sidebar-search-input-font-size: var(--font-size--small);\n\n // Table of Contents\n --toc-font-size: var(--font-size--small--3);\n --toc-font-size--mobile: var(--font-size--normal);\n --toc-title-font-size: var(--font-size--small--4);\n\n // Admonitions\n //\n // These aren't defined in terms of %ages, since nesting these is permitted.\n --admonition-font-size: 0.8125rem;\n --admonition-title-font-size: 0.8125rem;\n\n // Code\n --code-font-size: var(--font-size--small--2);\n\n // API\n --api-font-size: var(--font-size--small);\n}\n","// Spacing for various elements on the page\n//\n// If the user wants to tweak things in a certain way, they are permitted to.\n// They also have to deal with the consequences though!\n\n@mixin spacing {\n // Header!\n --header-height: calc(\n var(--sidebar-item-line-height) + 4 * #{var(--sidebar-item-spacing-vertical)}\n );\n --header-padding: 0.5rem;\n\n // Sidebar\n --sidebar-tree-space-above: 1.5rem;\n --sidebar-caption-space-above: 1rem;\n\n --sidebar-item-line-height: 1rem;\n --sidebar-item-spacing-vertical: 0.5rem;\n --sidebar-item-spacing-horizontal: 1rem;\n --sidebar-item-height: calc(\n var(--sidebar-item-line-height) + 2 *#{var(--sidebar-item-spacing-vertical)}\n );\n\n --sidebar-expander-width: var(--sidebar-item-height); // be square\n\n --sidebar-search-space-above: 0.5rem;\n --sidebar-search-input-spacing-vertical: 0.5rem;\n --sidebar-search-input-spacing-horizontal: 0.5rem;\n --sidebar-search-input-height: 1rem;\n --sidebar-search-icon-size: var(--sidebar-search-input-height);\n\n // Table of Contents\n --toc-title-padding: 0.25rem 0;\n --toc-spacing-vertical: 1.5rem;\n --toc-spacing-horizontal: 1.5rem;\n --toc-item-spacing-vertical: 0.4rem;\n --toc-item-spacing-horizontal: 1rem;\n}\n","// Expose theme icons as CSS variables.\n\n$icons: (\n // Adapted from tabler-icons\n // url: https://tablericons.com/\n \"search\":\n url('data:image/svg+xml;charset=utf-8,'),\n // Factored out from mkdocs-material on 24-Aug-2020.\n // url: https://squidfunk.github.io/mkdocs-material/reference/admonitions/\n \"pencil\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"abstract\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"info\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"flame\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"question\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"warning\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"failure\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"spark\":\n url('data:image/svg+xml;charset=utf-8,')\n);\n\n@mixin icons {\n @each $name, $glyph in $icons {\n --icon-#{$name}: #{$glyph};\n }\n}\n","// Admonitions\n\n// Structure of these is:\n// admonition-class: color \"icon-name\";\n//\n// The colors are translated into CSS variables below. The icons are\n// used directly in the main declarations to set the `mask-image` in\n// the title.\n\n// prettier-ignore\n$admonitions: (\n // Each of these has an reST directives for it.\n \"caution\": #ff9100 \"spark\",\n \"warning\": #ff9100 \"warning\",\n \"danger\": #ff5252 \"spark\",\n \"attention\": #ff5252 \"warning\",\n \"error\": #ff5252 \"failure\",\n \"hint\": #00c852 \"question\",\n \"tip\": #00c852 \"info\",\n \"important\": #00bfa5 \"flame\",\n \"note\": #00b0ff \"pencil\",\n \"seealso\": #448aff \"info\",\n \"admonition-todo\": #808080 \"pencil\"\n);\n\n@mixin default-admonition($color, $icon-name) {\n --color-admonition-title: #{$color};\n --color-admonition-title-background: #{rgba($color, 0.1)};\n\n --icon-admonition-default: var(--icon-#{$icon-name});\n}\n\n@mixin default-topic($color, $icon-name) {\n --color-topic-title: #{$color};\n --color-topic-title-background: #{rgba($color, 0.1)};\n\n --icon-topic-default: var(--icon-#{$icon-name});\n}\n\n@mixin admonitions {\n @each $name, $values in $admonitions {\n --color-admonition-title--#{$name}: #{nth($values, 1)};\n --color-admonition-title-background--#{$name}: #{rgba(\n nth($values, 1),\n 0.1\n )};\n }\n}\n","// Colors used throughout this theme.\n//\n// The aim is to give the user more control. Thus, instead of hard-coding colors\n// in various parts of the stylesheet, the approach taken is to define all\n// colors as CSS variables and reusing them in all the places.\n//\n// `colors-dark` depends on `colors` being included at a lower specificity.\n\n@mixin colors {\n --color-problematic: #b30000;\n\n // Base Colors\n --color-foreground-primary: black; // for main text and headings\n --color-foreground-secondary: #5a5c63; // for secondary text\n --color-foreground-muted: #646776; // for muted text\n --color-foreground-border: #878787; // for content borders\n\n --color-background-primary: white; // for content\n --color-background-secondary: #f8f9fb; // for navigation + ToC\n --color-background-hover: #efeff4ff; // for navigation-item hover\n --color-background-hover--transparent: #efeff400;\n --color-background-border: #eeebee; // for UI borders\n --color-background-item: #ccc; // for \"background\" items (eg: copybutton)\n\n // Announcements\n --color-announcement-background: #000000dd;\n --color-announcement-text: #eeebee;\n\n // Brand colors\n --color-brand-primary: #2962ff;\n --color-brand-content: #2a5adf;\n\n // API documentation\n --color-api-background: var(--color-background-secondary);\n --color-api-background-hover: var(--color-background-hover);\n --color-api-overall: var(--color-foreground-secondary);\n --color-api-name: var(--color-problematic);\n --color-api-pre-name: var(--color-problematic);\n --color-api-paren: var(--color-foreground-secondary);\n --color-api-keyword: var(--color-foreground-primary);\n --color-highlight-on-target: #ffffcc;\n\n // Inline code background\n --color-inline-code-background: var(--color-background-secondary);\n\n // Highlighted text (search)\n --color-highlighted-background: #ddeeff;\n --color-highlighted-text: var(--color-foreground-primary);\n\n // GUI Labels\n --color-guilabel-background: #ddeeff80;\n --color-guilabel-border: #bedaf580;\n --color-guilabel-text: var(--color-foreground-primary);\n\n // Admonitions!\n --color-admonition-background: transparent;\n\n //////////////////////////////////////////////////////////////////////////////\n // Everything below this should be one of:\n // - var(...)\n // - *-gradient(...)\n // - special literal values (eg: transparent, none)\n //////////////////////////////////////////////////////////////////////////////\n\n // Tables\n --color-table-header-background: var(--color-background-secondary);\n --color-table-border: var(--color-background-border);\n\n // Cards\n --color-card-border: var(--color-background-secondary);\n --color-card-background: transparent;\n --color-card-marginals-background: var(--color-background-secondary);\n\n // Header\n --color-header-background: var(--color-background-primary);\n --color-header-border: var(--color-background-border);\n --color-header-text: var(--color-foreground-primary);\n\n // Sidebar (left)\n --color-sidebar-background: var(--color-background-secondary);\n --color-sidebar-background-border: var(--color-background-border);\n\n --color-sidebar-brand-text: var(--color-foreground-primary);\n --color-sidebar-caption-text: var(--color-foreground-muted);\n --color-sidebar-link-text: var(--color-foreground-secondary);\n --color-sidebar-link-text--top-level: var(--color-brand-primary);\n\n --color-sidebar-item-background: var(--color-sidebar-background);\n --color-sidebar-item-background--current: var(\n --color-sidebar-item-background\n );\n --color-sidebar-item-background--hover: linear-gradient(\n 90deg,\n var(--color-background-hover--transparent) 0%,\n var(--color-background-hover) var(--sidebar-item-spacing-horizontal),\n var(--color-background-hover) 100%\n );\n\n --color-sidebar-item-expander-background: transparent;\n --color-sidebar-item-expander-background--hover: var(\n --color-background-hover\n );\n\n --color-sidebar-search-text: var(--color-foreground-primary);\n --color-sidebar-search-background: var(--color-background-secondary);\n --color-sidebar-search-background--focus: var(--color-background-primary);\n --color-sidebar-search-border: var(--color-background-border);\n --color-sidebar-search-icon: var(--color-foreground-muted);\n\n // Table of Contents (right)\n --color-toc-background: var(--color-background-primary);\n --color-toc-title-text: var(--color-foreground-muted);\n --color-toc-item-text: var(--color-foreground-secondary);\n --color-toc-item-text--hover: var(--color-foreground-primary);\n --color-toc-item-text--active: var(--color-brand-primary);\n\n // Actual page contents\n --color-content-foreground: var(--color-foreground-primary);\n --color-content-background: transparent;\n\n // Links\n --color-link: var(--color-brand-content);\n --color-link--hover: var(--color-brand-content);\n --color-link-underline: var(--color-background-border);\n --color-link-underline--hover: var(--color-foreground-border);\n}\n\n@mixin colors-dark {\n --color-problematic: #ee5151;\n\n // Base Colors\n --color-foreground-primary: #ffffffcc; // for main text and headings\n --color-foreground-secondary: #9ca0a5; // for secondary text\n --color-foreground-muted: #81868d; // for muted text\n --color-foreground-border: #666666; // for content borders\n\n --color-background-primary: #131416; // for content\n --color-background-secondary: #1a1c1e; // for navigation + ToC\n --color-background-hover: #1e2124ff; // for navigation-item hover\n --color-background-hover--transparent: #1e212400;\n --color-background-border: #303335; // for UI borders\n --color-background-item: #444; // for \"background\" items (eg: copybutton)\n\n // Announcements\n --color-announcement-background: #000000dd;\n --color-announcement-text: #eeebee;\n\n // Brand colors\n --color-brand-primary: #2b8cee;\n --color-brand-content: #368ce2;\n\n // Highlighted text (search)\n --color-highlighted-background: #083563;\n\n // GUI Labels\n --color-guilabel-background: #08356380;\n --color-guilabel-border: #13395f80;\n\n // API documentation\n --color-api-keyword: var(--color-foreground-secondary);\n --color-highlight-on-target: #333300;\n\n // Admonitions\n --color-admonition-background: #18181a;\n\n // Cards\n --color-card-border: var(--color-background-secondary);\n --color-card-background: #18181a;\n --color-card-marginals-background: var(--color-background-hover);\n}\n","// This file contains the styling for making the content throughout the page,\n// including fonts, paragraphs, headings and spacing among these elements.\n\nbody\n font-family: var(--font-stack)\npre,\ncode,\nkbd,\nsamp\n font-family: var(--font-stack--monospace)\n\n// Make fonts look slightly nicer.\nbody\n -webkit-font-smoothing: antialiased\n -moz-osx-font-smoothing: grayscale\n\n// Line height from Bootstrap 4.1\narticle\n line-height: 1.5\n\n//\n// Headings\n//\nh1,\nh2,\nh3,\nh4,\nh5,\nh6\n line-height: 1.25\n font-weight: bold\n\n border-radius: 0.5rem\n margin-top: 0.5rem\n margin-bottom: 0.5rem\n margin-left: -0.5rem\n margin-right: -0.5rem\n padding-left: 0.5rem\n padding-right: 0.5rem\n\n + p\n margin-top: 0\n\nh1\n font-size: 2.5em\n margin-top: 1.75rem\n margin-bottom: 1rem\nh2\n font-size: 2em\n margin-top: 1.75rem\nh3\n font-size: 1.5em\nh4\n font-size: 1.25em\nh5\n font-size: 1.125em\nh6\n font-size: 1em\n\nsmall\n opacity: 75%\n font-size: 80%\n\n// Paragraph\np\n margin-top: 0.5rem\n margin-bottom: 0.75rem\n\n// Horizontal rules\nhr.docutils\n height: 1px\n padding: 0\n margin: 2rem 0\n background-color: var(--color-background-border)\n border: 0\n\n.centered\n text-align: center\n\n// Links\na\n text-decoration: underline\n\n color: var(--color-link)\n text-decoration-color: var(--color-link-underline)\n\n &:hover\n color: var(--color-link--hover)\n text-decoration-color: var(--color-link-underline--hover)\n &.muted-link\n color: inherit\n &:hover\n color: var(--color-link)\n text-decoration-color: var(--color-link-underline--hover)\n","// This file contains the styles for the overall layouting of the documentation\n// skeleton, including the responsive changes as well as sidebar toggles.\n//\n// This is implemented as a mobile-last design, which isn't ideal, but it is\n// reasonably good-enough and I got pretty tired by the time I'd finished this\n// to move the rules around to fix this. Shouldn't take more than 3-4 hours,\n// if you know what you're doing tho.\n\n// HACK: Not all browsers account for the scrollbar width in media queries.\n// This results in horizontal scrollbars in the breakpoint where we go\n// from displaying everything to hiding the ToC. We accomodate for this by\n// adding a bit of padding to the TOC drawer, disabling the horizontal\n// scrollbar and allowing the scrollbars to cover the padding.\n// https://www.456bereastreet.com/archive/201301/media_query_width_and_vertical_scrollbars/\n\n// HACK: Always having the scrollbar visible, prevents certain browsers from\n// causing the content to stutter horizontally between taller-than-viewport and\n// not-taller-than-viewport pages.\n\nhtml\n overflow-x: hidden\n overflow-y: scroll\n scroll-behavior: smooth\n\n.sidebar-scroll, .toc-scroll, article[role=main] *\n // Override Firefox scrollbar style\n scrollbar-width: thin\n scrollbar-color: var(--color-foreground-border) transparent\n\n // Override Chrome scrollbar styles\n &::-webkit-scrollbar\n width: 0.25rem\n height: 0.25rem\n &::-webkit-scrollbar-thumb\n background-color: var(--color-foreground-border)\n border-radius: 0.125rem\n\n//\n// Overalls\n//\nhtml,\nbody\n height: 100%\n color: var(--color-foreground-primary)\n background: var(--color-background-primary)\n\narticle\n color: var(--color-content-foreground)\n background: var(--color-content-background)\n\n.page\n display: flex\n // fill the viewport for pages with little content.\n min-height: 100%\n\n.mobile-header\n width: 100%\n height: var(--header-height)\n background-color: var(--color-header-background)\n color: var(--color-header-text)\n border-bottom: 1px solid var(--color-header-border)\n\n // Looks like sub-script/super-script have this, and we need this to\n // be \"on top\" of those.\n z-index: 10\n\n // We don't show the header on large screens.\n display: none\n\n // Add shadow when scrolled\n &.scrolled\n border-bottom: none\n box-shadow: 0 0 0.2rem rgba(0, 0, 0, 0.1), 0 0.2rem 0.4rem rgba(0, 0, 0, 0.2)\n\n .header-center\n a\n color: var(--color-header-text)\n text-decoration: none\n\n.main\n display: flex\n flex: 1\n\n// Sidebar (left) also covers the entire left portion of screen.\n.sidebar-drawer\n box-sizing: border-box\n\n border-right: 1px solid var(--color-sidebar-background-border)\n background: var(--color-sidebar-background)\n\n display: flex\n justify-content: flex-end\n // These next two lines took me two days to figure out.\n width: calc((100% - #{$full-width}) / 2 + #{$sidebar-width})\n min-width: $sidebar-width\n\n// Scroll-along sidebars\n.sidebar-container,\n.toc-drawer\n box-sizing: border-box\n width: $sidebar-width\n\n.toc-drawer\n background: var(--color-toc-background)\n // See HACK described on top of this document\n padding-right: 1rem\n\n.sidebar-sticky,\n.toc-sticky\n position: sticky\n top: 0\n height: min(100%, 100vh)\n height: 100vh\n\n display: flex\n flex-direction: column\n\n.sidebar-scroll,\n.toc-scroll\n flex-grow: 1\n flex-shrink: 1\n\n overflow: auto\n scroll-behavior: smooth\n\n// Central items.\n.content\n padding: 0 $content-padding\n width: $content-width\n\n display: flex\n flex-direction: column\n justify-content: space-between\n\n.icon\n display: inline-block\n height: 1rem\n width: 1rem\n svg\n width: 100%\n height: 100%\n\n//\n// Accommodate announcement banner\n//\n.announcement\n background-color: var(--color-announcement-background)\n color: var(--color-announcement-text)\n\n height: var(--header-height)\n display: flex\n align-items: center\n overflow-x: auto\n & + .page\n min-height: calc(100% - var(--header-height))\n\n.announcement-content\n box-sizing: border-box\n padding: 0.5rem\n min-width: 100%\n white-space: nowrap\n text-align: center\n\n a\n color: var(--color-announcement-text)\n text-decoration-color: var(--color-announcement-text)\n\n &:hover\n color: var(--color-announcement-text)\n text-decoration-color: var(--color-link--hover)\n\n////////////////////////////////////////////////////////////////////////////////\n// Toggles for theme\n////////////////////////////////////////////////////////////////////////////////\n.no-js .theme-toggle-container // don't show theme toggle if there's no JS\n display: none\n\n.theme-toggle-container\n vertical-align: middle\n\n.theme-toggle\n cursor: pointer\n border: none\n padding: 0\n background: transparent\n\n.theme-toggle svg\n vertical-align: middle\n height: 1rem\n width: 1rem\n color: var(--color-foreground-primary)\n display: none\n\n.theme-toggle-header\n float: left\n padding: 1rem 0.5rem\n\n////////////////////////////////////////////////////////////////////////////////\n// Toggles for elements\n////////////////////////////////////////////////////////////////////////////////\n.toc-overlay-icon, .nav-overlay-icon\n display: none\n cursor: pointer\n\n .icon\n color: var(--color-foreground-secondary)\n height: 1rem\n width: 1rem\n\n.toc-header-icon, .nav-overlay-icon\n // for when we set display: flex\n justify-content: center\n align-items: center\n\n.toc-content-icon\n height: 1.5rem\n width: 1.5rem\n\n.content-icon-container\n float: right\n display: flex\n margin-top: 1.5rem\n margin-left: 1rem\n margin-bottom: 1rem\n gap: 0.5rem\n\n .edit-this-page svg\n color: inherit\n height: 1rem\n width: 1rem\n\n.sidebar-toggle\n position: absolute\n display: none\n// \n.sidebar-toggle[name=\"__toc\"]\n left: 20px\n.sidebar-toggle:checked\n left: 40px\n// \n\n.overlay\n position: fixed\n top: 0\n width: 0\n height: 0\n\n transition: width 0ms, height 0ms, opacity 250ms ease-out\n\n opacity: 0\n background-color: rgba(0, 0, 0, 0.54)\n.sidebar-overlay\n z-index: 20\n.toc-overlay\n z-index: 40\n\n// Keep things on top and smooth.\n.sidebar-drawer\n z-index: 30\n transition: left 250ms ease-in-out\n.toc-drawer\n z-index: 50\n transition: right 250ms ease-in-out\n\n// Show the Sidebar\n#__navigation:checked\n & ~ .sidebar-overlay\n width: 100%\n height: 100%\n opacity: 1\n & ~ .page\n .sidebar-drawer\n top: 0\n left: 0\n // Show the toc sidebar\n#__toc:checked\n & ~ .toc-overlay\n width: 100%\n height: 100%\n opacity: 1\n & ~ .page\n .toc-drawer\n top: 0\n right: 0\n\n////////////////////////////////////////////////////////////////////////////////\n// Back to top\n////////////////////////////////////////////////////////////////////////////////\n.back-to-top\n text-decoration: none\n\n display: none\n position: fixed\n left: 0\n top: 1rem\n padding: 0.5rem\n padding-right: 0.75rem\n border-radius: 1rem\n font-size: 0.8125rem\n\n background: var(--color-background-primary)\n box-shadow: 0 0.2rem 0.5rem rgba(0, 0, 0, 0.05), #6b728080 0px 0px 1px 0px\n\n z-index: 10\n\n margin-left: 50%\n transform: translateX(-50%)\n svg\n height: 1rem\n width: 1rem\n fill: currentColor\n display: inline-block\n\n span\n margin-left: 0.25rem\n\n .show-back-to-top &\n display: flex\n align-items: center\n\n////////////////////////////////////////////////////////////////////////////////\n// Responsive layouting\n////////////////////////////////////////////////////////////////////////////////\n// Make things a bit bigger on bigger screens.\n@media (min-width: $full-width + $sidebar-width)\n html\n font-size: 110%\n\n@media (max-width: $full-width)\n // Collapse \"toc\" into the icon.\n .toc-content-icon\n display: flex\n .toc-drawer\n position: fixed\n height: 100vh\n top: 0\n right: -$sidebar-width\n border-left: 1px solid var(--color-background-muted)\n .toc-tree\n border-left: none\n font-size: var(--toc-font-size--mobile)\n\n // Accomodate for a changed content width.\n .sidebar-drawer\n width: calc((100% - #{$full-width - $sidebar-width}) / 2 + #{$sidebar-width})\n\n@media (max-width: $full-width - $sidebar-width)\n // Collapse \"navigation\".\n .nav-overlay-icon\n display: flex\n .sidebar-drawer\n position: fixed\n height: 100vh\n width: $sidebar-width\n\n top: 0\n left: -$sidebar-width\n\n // Swap which icon is visible.\n .toc-header-icon\n display: flex\n .toc-content-icon, .theme-toggle-content\n display: none\n .theme-toggle-header\n display: block\n\n // Show the header.\n .mobile-header\n position: sticky\n top: 0\n display: flex\n justify-content: space-between\n align-items: center\n\n .header-left,\n .header-right\n display: flex\n height: var(--header-height)\n padding: 0 var(--header-padding)\n label\n height: 100%\n width: 100%\n\n // Add a scroll margin for the content\n :target\n scroll-margin-top: var(--header-height)\n\n // Show back-to-top below the header\n .back-to-top\n top: calc(var(--header-height) + 0.5rem)\n\n // Center the page, and accommodate for the header.\n .page\n flex-direction: column\n justify-content: center\n .content\n margin-left: auto\n margin-right: auto\n\n@media (max-width: $content-width + 2* $content-padding)\n // Content should respect window limits.\n .content\n width: 100%\n overflow-x: auto\n\n@media (max-width: $content-width)\n .content\n padding: 0 $content-padding--small\n // Don't float sidebars to the right.\n article aside.sidebar\n float: none\n width: 100%\n margin: 1rem 0\n","// Overall Layout Variables\n//\n// Because CSS variables can't be used in media queries. The fact that this\n// makes the layout non-user-configurable is a good thing.\n$content-padding: 3em;\n$content-padding--small: 1em;\n$content-width: 46em;\n$sidebar-width: 15em;\n$full-width: $content-width + 2 * ($content-padding + $sidebar-width);\n","//\n// The design here is strongly inspired by mkdocs-material.\n.admonition, .topic\n margin: 1rem auto\n padding: 0 0.5rem 0.5rem 0.5rem\n\n background: var(--color-admonition-background)\n\n border-radius: 0.2rem\n box-shadow: 0 0.2rem 0.5rem rgba(0, 0, 0, 0.05), 0 0 0.0625rem rgba(0, 0, 0, 0.1)\n\n font-size: var(--admonition-font-size)\n\n overflow: hidden\n page-break-inside: avoid\n\n // First element should have no margin, since the title has it.\n > :nth-child(2)\n margin-top: 0\n\n // Last item should have no margin, since we'll control that w/ padding\n > :last-child\n margin-bottom: 0\n\np.admonition-title, p.topic-title\n position: relative\n margin: 0 -0.5rem 0.5rem\n padding-left: 2rem\n padding-right: .5rem\n padding-top: .4rem\n padding-bottom: .4rem\n\n font-weight: 500\n font-size: var(--admonition-title-font-size)\n line-height: 1.3\n\n // Our fancy icon\n &::before\n content: \"\"\n position: absolute\n left: 0.5rem\n width: 1rem\n height: 1rem\n\n// Default styles\np.admonition-title\n background-color: var(--color-admonition-title-background)\n &::before\n background-color: var(--color-admonition-title)\n mask-image: var(--icon-admonition-default)\n mask-repeat: no-repeat\n\np.topic-title\n background-color: var(--color-topic-title-background)\n &::before\n background-color: var(--color-topic-title)\n mask-image: var(--icon-topic-default)\n mask-repeat: no-repeat\n\n//\n// Variants\n//\n.admonition\n border-left: 0.2rem solid var(--color-admonition-title)\n\n @each $type, $value in $admonitions\n &.#{$type}\n border-left-color: var(--color-admonition-title--#{$type})\n > .admonition-title\n background-color: var(--color-admonition-title-background--#{$type})\n &::before\n background-color: var(--color-admonition-title--#{$type})\n mask-image: var(--icon-#{nth($value, 2)})\n\n.admonition-todo > .admonition-title\n text-transform: uppercase\n","// This file stylizes the API documentation (stuff generated by autodoc). It's\n// deeply nested due to how autodoc structures the HTML without enough classes\n// to select the relevant items.\n\n// API docs!\ndl[class]:not(.option-list):not(.field-list):not(.footnote):not(.glossary):not(.simple)\n // Tweak the spacing of all the things!\n dd\n margin-left: 2rem\n > :first-child\n margin-top: 0.125rem\n > :last-child\n margin-bottom: 0.75rem\n\n // This is used for the arguments\n .field-list\n margin-bottom: 0.75rem\n\n // \"Headings\" (like \"Parameters\" and \"Return\")\n > dt\n text-transform: uppercase\n font-size: var(--font-size--small)\n\n dd:empty\n margin-bottom: 0.5rem\n dd > ul\n margin-left: -1.2rem\n > li\n > p:nth-child(2)\n margin-top: 0\n // When the last-empty-paragraph follows a paragraph, it doesn't need\n // to augument the existing spacing.\n > p + p:last-child:empty\n margin-top: 0\n margin-bottom: 0\n\n // Colorize the elements\n > dt\n color: var(--color-api-overall)\n\n.sig\n font-weight: bold\n\n font-size: var(--api-font-size)\n font-family: var(--font-stack--monospace)\n\n padding-top: 0.25rem\n padding-bottom: 0.25rem\n padding-right: 0.5rem\n\n // These are intentionally em, to properly match the font size.\n padding-left: 3em\n text-indent: -2.5em\n\n border-radius: 0.25rem\n\n background: var(--color-api-background)\n\n &:hover\n background: var(--color-api-background-hover)\n\n // adjust the size of the [source] link on the right.\n a.reference\n .viewcode-link\n font-weight: normal\n width: 3.5rem\n\n // Break words when they're too long\n span.pre\n overflow-wrap: anywhere\n\nem.property\n font-style: normal\n &:first-child\n color: var(--color-api-keyword)\n.sig-name\n color: var(--color-api-name)\n.sig-prename\n font-weight: normal\n color: var(--color-api-pre-name)\n.sig-paren\n color: var(--color-api-paren)\n.sig-param\n font-style: normal\n\n.versionmodified\n font-style: italic\ndiv.versionadded, div.versionchanged, div.deprecated\n p\n margin-top: 0.125rem\n margin-bottom: 0.125rem\n\n// Align the [docs] and [source] to the right.\n.viewcode-link, .viewcode-back\n float: right\n text-align: right\n",".line-block\n margin-top: 0.5rem\n margin-bottom: 0.75rem\n .line-block\n margin-top: 0rem\n margin-bottom: 0rem\n padding-left: 1rem\n","// Captions\narticle p.caption,\ntable > caption,\n.code-block-caption\n font-size: var(--font-size--small)\n text-align: center\n\n// Caption above a TOCTree\n.toctree-wrapper.compound\n .caption, :not(.caption) > .caption-text\n font-size: var(--font-size--small)\n text-transform: uppercase\n\n text-align: initial\n margin-bottom: 0\n\n > ul\n margin-top: 0\n margin-bottom: 0\n","// Inline code\ncode.literal\n background: var(--color-inline-code-background)\n border-radius: 0.2em\n // Make the font smaller, and use padding to recover.\n font-size: var(--font-size--small--2)\n padding: 0.1em 0.2em\n\n p &\n border: 1px solid var(--color-background-border)\n\n// Code and Literal Blocks\n$code-spacing-vertical: 0.625rem\n$code-spacing-horizontal: 0.875rem\n\n// Wraps every literal block + line numbers.\ndiv[class*=\" highlight-\"],\ndiv[class^=\"highlight-\"]\n margin: 1em 0\n display: flex\n\n .table-wrapper\n margin: 0\n padding: 0\n\npre\n margin: 0\n padding: 0\n\n // Needed to have more specificity than pygments' \"pre\" selector. :(\n article[role=\"main\"] .highlight &\n line-height: 1.5\n\n &.literal-block,\n .highlight &\n font-size: var(--code-font-size)\n padding: $code-spacing-vertical $code-spacing-horizontal\n overflow: auto\n\n // Make it look like all the other blocks.\n &.literal-block\n margin-top: 1rem\n margin-bottom: 1rem\n\n border-radius: 0.2rem\n background-color: var(--color-code-background)\n color: var(--color-code-foreground)\n\n// All code is always contained in this.\n.highlight\n width: 100%\n border-radius: 0.2rem\n\n // Make line numbers and prompts un-selectable.\n .gp, span.linenos\n user-select: none\n pointer-events: none\n\n // Expand the line-highlighting.\n .hll\n display: block\n margin-left: -$code-spacing-horizontal\n margin-right: -$code-spacing-horizontal\n padding-left: $code-spacing-horizontal\n padding-right: $code-spacing-horizontal\n\n/* Make code block captions be nicely integrated */\n.code-block-caption\n display: flex\n padding: $code-spacing-vertical $code-spacing-horizontal\n\n border-radius: 0.25rem\n border-bottom-left-radius: 0\n border-bottom-right-radius: 0\n font-weight: 300\n border-bottom: 1px solid\n\n background-color: var(--color-code-background)\n color: var(--color-code-foreground)\n border-color: var(--color-background-border)\n\n + div[class]\n margin-top: 0\n pre\n border-top-left-radius: 0\n border-top-right-radius: 0\n\n// When `html_codeblock_linenos_style` is table.\n.highlighttable\n width: 100%\n display: block\n tbody\n display: block\n\n tr\n display: flex\n\n // Line numbers\n td.linenos\n background-color: var(--color-code-background)\n color: var(--color-code-foreground)\n padding: $code-spacing-vertical $code-spacing-horizontal\n padding-right: 0\n border-top-left-radius: 0.2rem\n border-bottom-left-radius: 0.2rem\n\n .linenodiv\n padding-right: $code-spacing-horizontal\n font-size: var(--code-font-size)\n box-shadow: -0.0625rem 0 var(--color-foreground-border) inset\n\n // Actual code\n td.code\n padding: 0\n display: block\n flex: 1\n overflow: hidden\n\n .highlight\n border-top-left-radius: 0\n border-bottom-left-radius: 0\n\n// When `html_codeblock_linenos_style` is inline.\n.highlight\n span.linenos\n display: inline-block\n padding-left: 0\n padding-right: $code-spacing-horizontal\n margin-right: $code-spacing-horizontal\n box-shadow: -0.0625rem 0 var(--color-foreground-border) inset\n","// Inline Footnote Reference\n.footnote-reference\n font-size: var(--font-size--small--4)\n vertical-align: super\n\n// Definition list, listing the content of each note.\n// docutils <= 0.17\ndl.footnote.brackets\n font-size: var(--font-size--small)\n color: var(--color-foreground-secondary)\n\n display: grid\n grid-template-columns: max-content auto\n dt\n margin: 0\n > .fn-backref\n margin-left: 0.25rem\n\n &:after\n content: \":\"\n\n .brackets\n &:before\n content: \"[\"\n &:after\n content: \"]\"\n\n dd\n margin: 0\n padding: 0 1rem\n\n// docutils >= 0.18\naside.footnote\n font-size: var(--font-size--small)\n color: var(--color-foreground-secondary)\n\naside.footnote > span,\ndiv.citation > span\n font-weight: 500\n\naside.footnote > p,\ndiv.citation > p\n margin-left: 2rem\n","//\n// Figures\n//\nimg\n box-sizing: border-box\n max-width: 100%\n height: auto\n\narticle\n figure, .figure\n border-radius: 0.2rem\n\n margin: 0\n :last-child\n margin-bottom: 0\n\n .align-left\n float: left\n clear: left\n margin: 0 1rem 1rem\n\n .align-right\n float: right\n clear: right\n margin: 0 1rem 1rem\n\n .align-default,\n .align-center\n display: block\n text-align: center\n margin-left: auto\n margin-right: auto\n\n // WELL, table needs to be stylised like a table.\n table.align-default\n display: table\n text-align: initial\n",".genindex-jumpbox, .domainindex-jumpbox\n border-top: 1px solid var(--color-background-border)\n border-bottom: 1px solid var(--color-background-border)\n padding: 0.25rem\n\n.genindex-section, .domainindex-section\n h2\n margin-top: 0.75rem\n margin-bottom: 0.5rem\n ul\n margin-top: 0\n margin-bottom: 0\n","ul,\nol\n padding-left: 1.2rem\n\n // Space lists out like paragraphs\n margin-top: 1rem\n margin-bottom: 1rem\n // reduce margins within li.\n li\n > p:first-child\n margin-top: 0.25rem\n margin-bottom: 0.25rem\n\n > p:last-child\n margin-top: 0.25rem\n\n > ul,\n > ol\n margin-top: 0.5rem\n margin-bottom: 0.5rem\n\nol\n &.arabic\n list-style: decimal\n &.loweralpha\n list-style: lower-alpha\n &.upperalpha\n list-style: upper-alpha\n &.lowerroman\n list-style: lower-roman\n &.upperroman\n list-style: upper-roman\n\n// Don't space lists out when they're \"simple\" or in a `.. toctree::`\n.simple,\n.toctree-wrapper\n li\n > ul,\n > ol\n margin-top: 0\n margin-bottom: 0\n\n// Definition Lists\n.field-list,\n.option-list,\ndl:not([class]),\ndl.simple,\ndl.footnote,\ndl.glossary\n dt\n font-weight: 500\n margin-top: 0.25rem\n + dt\n margin-top: 0\n\n .classifier::before\n content: \":\"\n margin-left: 0.2rem\n margin-right: 0.2rem\n\n dd\n > p:first-child,\n ul\n margin-top: 0.125rem\n\n ul\n margin-bottom: 0.125rem\n",".math-wrapper\n width: 100%\n overflow-x: auto\n\ndiv.math\n position: relative\n text-align: center\n\n .headerlink,\n &:focus .headerlink\n display: none\n\n &:hover .headerlink\n display: inline-block\n\n span.eqno\n position: absolute\n right: 0.5rem\n top: 50%\n transform: translate(0, -50%)\n z-index: 1\n","// Abbreviations\nabbr[title]\n cursor: help\n\n// \"Problematic\" content, as identified by Sphinx\n.problematic\n color: var(--color-problematic)\n\n// Keyboard / Mouse \"instructions\"\nkbd:not(.compound)\n margin: 0 0.2rem\n padding: 0 0.2rem\n border-radius: 0.2rem\n border: 1px solid var(--color-foreground-border)\n color: var(--color-foreground-primary)\n vertical-align: text-bottom\n\n font-size: var(--font-size--small--3)\n display: inline-block\n\n box-shadow: 0 0.0625rem 0 rgba(0, 0, 0, 0.2), inset 0 0 0 0.125rem var(--color-background-primary)\n\n background-color: var(--color-background-secondary)\n\n// Blockquote\nblockquote\n border-left: 4px solid var(--color-background-border)\n background: var(--color-background-secondary)\n\n margin-left: 0\n margin-right: 0\n padding: 0.5rem 1rem\n\n .attribution\n font-weight: 600\n text-align: right\n\n &.pull-quote,\n &.highlights\n font-size: 1.25em\n\n &.epigraph,\n &.pull-quote\n border-left-width: 0\n border-radius: 0.5rem\n\n &.highlights\n border-left-width: 0\n background: transparent\n\n// Center align embedded-in-text images\np .reference img\n vertical-align: middle\n","p.rubric\n line-height: 1.25\n font-weight: bold\n font-size: 1.125em\n\n // For Numpy-style documentation that's got rubrics within it.\n // https://github.com/pradyunsg/furo/discussions/505\n dd &\n line-height: inherit\n font-weight: inherit\n\n font-size: var(--font-size--small)\n text-transform: uppercase\n","article .sidebar\n float: right\n clear: right\n width: 30%\n\n margin-left: 1rem\n margin-right: 0\n\n border-radius: 0.2rem\n background-color: var(--color-background-secondary)\n border: var(--color-background-border) 1px solid\n\n > *\n padding-left: 1rem\n padding-right: 1rem\n\n > ul, > ol // lists need additional padding, because bullets.\n padding-left: 2.2rem\n\n .sidebar-title\n margin: 0\n padding: 0.5rem 1rem\n border-bottom: var(--color-background-border) 1px solid\n\n font-weight: 500\n\n// TODO: subtitle\n// TODO: dedicated variables?\n",".table-wrapper\n width: 100%\n overflow-x: auto\n margin-top: 1rem\n margin-bottom: 0.5rem\n padding: 0.2rem 0.2rem 0.75rem\n\ntable.docutils\n border-radius: 0.2rem\n border-spacing: 0\n border-collapse: collapse\n\n box-shadow: 0 0.2rem 0.5rem rgba(0, 0, 0, 0.05), 0 0 0.0625rem rgba(0, 0, 0, 0.1)\n\n th\n background: var(--color-table-header-background)\n\n td,\n th\n // Space things out properly\n padding: 0 0.25rem\n\n // Get the borders looking just-right.\n border-left: 1px solid var(--color-table-border)\n border-right: 1px solid var(--color-table-border)\n border-bottom: 1px solid var(--color-table-border)\n\n p\n margin: 0.25rem\n\n &:first-child\n border-left: none\n &:last-child\n border-right: none\n\n // MyST-parser tables set these classes for control of column alignment\n &.text-left\n text-align: left\n &.text-right\n text-align: right\n &.text-center\n text-align: center\n",":target\n scroll-margin-top: 0.5rem\n\n@media (max-width: $full-width - $sidebar-width)\n :target\n scroll-margin-top: calc(0.5rem + var(--header-height))\n\n // When a heading is selected\n section > span:target\n scroll-margin-top: calc(0.8rem + var(--header-height))\n\n// Permalinks\n.headerlink\n font-weight: 100\n user-select: none\n\nh1,\nh2,\nh3,\nh4,\nh5,\nh6,\ndl dt,\np.caption,\nfigcaption p,\ntable > caption,\n.code-block-caption\n > .headerlink\n margin-left: 0.5rem\n visibility: hidden\n &:hover > .headerlink\n visibility: visible\n\n // Don't change to link-like, if someone adds the contents directive.\n > .toc-backref\n color: inherit\n text-decoration-line: none\n\n// Figure and table captions are special.\nfigure:hover > figcaption > p > .headerlink,\ntable:hover > caption > .headerlink\n visibility: visible\n\n:target >, // Regular section[id] style anchors\nspan:target ~ // Non-regular span[id] style \"extra\" anchors\n h1,\n h2,\n h3,\n h4,\n h5,\n h6\n &:nth-of-type(1)\n background-color: var(--color-highlight-on-target)\n // .headerlink\n // visibility: visible\n code.literal\n background-color: transparent\n\ntable:target > caption,\nfigure:target\n background-color: var(--color-highlight-on-target)\n\n// Inline page contents\n.this-will-duplicate-information-and-it-is-still-useful-here li :target\n background-color: var(--color-highlight-on-target)\n\n// Code block permalinks\n.literal-block-wrapper:target .code-block-caption\n background-color: var(--color-highlight-on-target)\n\n// When a definition list item is selected\n//\n// There isn't really an alternative to !important here, due to the\n// high-specificity of API documentation's selector.\ndt:target\n background-color: var(--color-highlight-on-target) !important\n\n// When a footnote reference is selected\n.footnote > dt:target + dd,\n.footnote-reference:target\n background-color: var(--color-highlight-on-target)\n",".guilabel\n background-color: var(--color-guilabel-background)\n border: 1px solid var(--color-guilabel-border)\n color: var(--color-guilabel-text)\n\n padding: 0 0.3em\n border-radius: 0.5em\n font-size: 0.9em\n","// This file contains the styles used for stylizing the footer that's shown\n// below the content.\n\nfooter\n font-size: var(--font-size--small)\n display: flex\n flex-direction: column\n\n margin-top: 2rem\n\n// Bottom of page information\n.bottom-of-page\n display: flex\n align-items: center\n justify-content: space-between\n\n margin-top: 1rem\n padding-top: 1rem\n padding-bottom: 1rem\n\n color: var(--color-foreground-secondary)\n border-top: 1px solid var(--color-background-border)\n\n line-height: 1.5\n\n @media (max-width: $content-width)\n text-align: center\n flex-direction: column-reverse\n gap: 0.25rem\n\n .left-details\n font-size: var(--font-size--small)\n\n .right-details\n display: flex\n flex-direction: column\n gap: 0.25rem\n text-align: right\n\n .icons\n display: flex\n justify-content: flex-end\n gap: 0.25rem\n font-size: 1rem\n\n a\n text-decoration: none\n\n svg,\n img\n font-size: 1.125rem\n height: 1em\n width: 1em\n\n// Next/Prev page information\n.related-pages\n a\n display: flex\n align-items: center\n\n text-decoration: none\n &:hover .page-info .title\n text-decoration: underline\n color: var(--color-link)\n text-decoration-color: var(--color-link-underline)\n\n svg.furo-related-icon,\n svg.furo-related-icon > use\n flex-shrink: 0\n\n color: var(--color-foreground-border)\n\n width: 0.75rem\n height: 0.75rem\n margin: 0 0.5rem\n\n &.next-page\n max-width: 50%\n\n float: right\n clear: right\n text-align: right\n\n &.prev-page\n max-width: 50%\n\n float: left\n clear: left\n\n svg\n transform: rotate(180deg)\n\n.page-info\n display: flex\n flex-direction: column\n overflow-wrap: anywhere\n\n .next-page &\n align-items: flex-end\n\n .context\n display: flex\n align-items: center\n\n padding-bottom: 0.1rem\n\n color: var(--color-foreground-muted)\n font-size: var(--font-size--small)\n text-decoration: none\n","//\n// Search Page Listing\n//\nul.search\n padding-left: 0\n list-style: none\n\n li\n padding: 1rem 0\n border-bottom: 1px solid var(--color-background-border)\n\n//\n// Highlighted by links in search page\n//\n[role=main] .highlighted\n background-color: var(--color-highlighted-background)\n color: var(--color-highlighted-text)\n","// This file contains the styles for the contents of the left sidebar, which\n// contains the navigation tree, logo, search etc.\n\n////////////////////////////////////////////////////////////////////////////////\n// Brand on top of the scrollable tree.\n////////////////////////////////////////////////////////////////////////////////\n.sidebar-brand\n display: flex\n flex-direction: column\n flex-shrink: 0\n\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)\n text-decoration: none\n\n.sidebar-brand-text\n color: var(--color-sidebar-brand-text)\n overflow-wrap: break-word\n margin: var(--sidebar-item-spacing-vertical) 0\n font-size: 1.5rem\n\n.sidebar-logo-container\n margin: var(--sidebar-item-spacing-vertical) 0\n\n.sidebar-logo\n margin: 0 auto\n display: block\n max-width: 100%\n\n////////////////////////////////////////////////////////////////////////////////\n// Search\n////////////////////////////////////////////////////////////////////////////////\n.sidebar-search-container\n display: flex\n align-items: center\n margin-top: var(--sidebar-search-space-above)\n\n position: relative\n\n background: var(--color-sidebar-search-background)\n &:hover,\n &:focus-within\n background: var(--color-sidebar-search-background--focus)\n\n &::before\n content: \"\"\n position: absolute\n left: var(--sidebar-item-spacing-horizontal)\n width: var(--sidebar-search-icon-size)\n height: var(--sidebar-search-icon-size)\n\n background-color: var(--color-sidebar-search-icon)\n mask-image: var(--icon-search)\n\n.sidebar-search\n box-sizing: border-box\n\n border: none\n border-top: 1px solid var(--color-sidebar-search-border)\n border-bottom: 1px solid var(--color-sidebar-search-border)\n\n padding-top: var(--sidebar-search-input-spacing-vertical)\n padding-bottom: var(--sidebar-search-input-spacing-vertical)\n padding-right: var(--sidebar-search-input-spacing-horizontal)\n padding-left: calc(var(--sidebar-item-spacing-horizontal) + var(--sidebar-search-input-spacing-horizontal) + var(--sidebar-search-icon-size))\n\n width: 100%\n\n color: var(--color-sidebar-search-foreground)\n background: transparent\n z-index: 10\n\n &:focus\n outline: none\n\n &::placeholder\n font-size: var(--sidebar-search-input-font-size)\n\n//\n// Hide Search Matches link\n//\n#searchbox .highlight-link\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal) 0\n margin: 0\n text-align: center\n\n a\n color: var(--color-sidebar-search-icon)\n font-size: var(--font-size--small--2)\n\n////////////////////////////////////////////////////////////////////////////////\n// Structure/Skeleton of the navigation tree (left)\n////////////////////////////////////////////////////////////////////////////////\n.sidebar-tree\n font-size: var(--sidebar-item-font-size)\n margin-top: var(--sidebar-tree-space-above)\n margin-bottom: var(--sidebar-item-spacing-vertical)\n\n ul\n padding: 0\n margin-top: 0\n margin-bottom: 0\n\n display: flex\n flex-direction: column\n\n list-style: none\n\n li\n position: relative\n margin: 0\n\n > ul\n margin-left: var(--sidebar-item-spacing-horizontal)\n\n .icon\n color: var(--color-sidebar-link-text)\n\n .reference\n box-sizing: border-box\n color: var(--color-sidebar-link-text)\n\n // Fill the parent.\n display: inline-block\n line-height: var(--sidebar-item-line-height)\n text-decoration: none\n\n // Don't allow long words to cause wrapping.\n overflow-wrap: anywhere\n\n height: 100%\n width: 100%\n\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)\n\n &:hover\n background: var(--color-sidebar-item-background--hover)\n\n // Add a nice little \"external-link\" arrow here.\n &.external::after\n content: url('data:image/svg+xml,')\n margin: 0 0.25rem\n vertical-align: middle\n color: var(--color-sidebar-link-text)\n\n // Make the current page reference bold.\n .current-page > .reference\n font-weight: bold\n\n label\n position: absolute\n top: 0\n right: 0\n height: var(--sidebar-item-height)\n width: var(--sidebar-expander-width)\n\n cursor: pointer\n\n display: flex\n justify-content: center\n align-items: center\n\n .caption, :not(.caption) > .caption-text\n font-size: var(--sidebar-caption-font-size)\n color: var(--color-sidebar-caption-text)\n\n font-weight: bold\n text-transform: uppercase\n\n margin: var(--sidebar-caption-space-above) 0 0 0\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)\n\n // If it has children, add a bit more padding to wrap the content to avoid\n // overlapping with the
    -
    Voyager 2.0.8 Python Documentation
     +
    Voyager 2.0.9 Python Documentation
    @@ -143,16 +143,16 @@
    -
    - - - - - - - - +
    + + + + + \ No newline at end of file diff --git a/docs/python/index.html b/docs/python/index.html index a84b98c9..a2453d1e 100644 --- a/docs/python/index.html +++ b/docs/python/index.html @@ -1,12 +1,12 @@ - + - + @@ -14,12 +14,12 @@ - - Voyager 2.0.8 Python Documentation - - - - + + Voyager 2.0.9 Python Documentation + + + + @@ -133,7 +133,7 @@
    -
    Voyager 2.0.8 Python Documentation
     +
    Voyager 2.0.9 Python Documentation
    @@ -153,16 +153,16 @@
    -
    - - - - - - - - +
    + + + + + \ No newline at end of file diff --git a/docs/python/reference.html b/docs/python/reference.html index a6442bfe..144a40ff 100644 --- a/docs/python/reference.html +++ b/docs/python/reference.html @@ -1,12 +1,12 @@ - + - + @@ -14,12 +14,12 @@ - - The voyager Python API - Voyager 2.0.8 Python Documentation - - - - + + The voyager Python API - Voyager 2.0.9 Python Documentation + + + + @@ -133,7 +133,7 @@
    -
    Voyager 2.0.8 Python Documentation
     +
    Voyager 2.0.9 Python Documentation
    @@ -153,16 +153,16 @@
    -
    -

    All Classes and Interfaces

    -
    -
    -
    -
    -
    -
    Class
    -
    Description
    -
    Index
    -
    +

    All Classes

    +
    +
    +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/allclasses.html b/docs/java/allclasses.html index 6bfe778f..dfd02a61 100644 --- a/docs/java/allclasses.html +++ b/docs/java/allclasses.html @@ -1,25 +1,27 @@ - + - -All Classes (voyager 2.0.2 API) + +All Classes (voyager 2.0.9 API) - + - + + - - + + +

    All Classes

    -
    +
    +
    diff --git a/docs/java/allpackages-index.html b/docs/java/allpackages-index.html index ba11eca5..be18550c 100644 --- a/docs/java/allpackages-index.html +++ b/docs/java/allpackages-index.html @@ -1,78 +1,181 @@ + - + All Packages (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + +
    -

    All Packages

    -
    Package Summary
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager
    -
    +
    +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/Index.QueryResults.html b/docs/java/com/spotify/voyager/jni/Index.QueryResults.html index 01f4f811..b08120e3 100644 --- a/docs/java/com/spotify/voyager/jni/Index.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/Index.QueryResults.html @@ -1,275 +1,434 @@ + - + Index.QueryResults (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + +
    -
    -
    +
    -
    Package com.spotify.voyager.jni
    -

    Class Index.QueryResults

    +
    Package com.spotify.voyager.jni
    +

    Class Index.QueryResults

    -
    java.lang.Object -
    com.spotify.voyager.jni.Index.QueryResults
    -
    -
    -
    +
    + +
    +
      +
    • +
      Enclosing class:
      -
      Index
      +
      Index
      -
      public static class Index.QueryResults -extends Object
      +
      public static class Index.QueryResults
+extends Object
      A container for query results, returned by Index. Note that this class is instantiated from C++, and as such, any changes to its location, visibility, or constructor will need to include corresponding C++ changes.
      -
    -
    -
      + +
    +
    +
    +
      +
    • -
    • -
      -

      Field Summary

      -
      Fields
      -
      -
      Modifier and Type
      -
      Field
      -
      Description
      -
      final float[]
      -
      distances
      -
      +
      +
        +
      • + + +

        Field Summary

        + + + + + + + + + + + + + + + + + +
        Fields 
        Modifier and TypeFieldDescription
        float[]distances
        A list of distances from each item ID to the query vector for this query.
        - -
        final long[]
        -
        labels
        -
        +
        long[]labels
        A list of item IDs ("labels").
        - - - +
        • +
      +
      -
    • -
      -

      Constructor Summary

      -
      Constructors
      -
      -
      Constructor
      -
      Description
      -
      QueryResults(long[] labels, - float[] distances)
      -
      +
      +
        +
      • + + +

        Constructor Summary

        + + + + + + + + + + +
        Constructors 
        ConstructorDescription
        QueryResults​(long[] labels, + float[] distances)
        Instantiates a new QueryResults object, provided two identical-length arrays of labels and their corresponding distances.
        - - - +
        • +
      +
      -
    • -
      -

      Method Summary

      -
      -
      -
      -
      -
      Modifier and Type
      -
      Method
      -
      Description
      -
      float[]
      -
      getDistances()
      -
      +
      +
      -
      -
        + +
      +
      +
      +
        +
      • -
      • -
        -

        Field Details

        -
          -
        • -
          -

          labels

          -
          public final long[] labels
          +
          +
            +
          • + + +

            Field Detail

            + + + +
              +
            • +

              labels

              +
              public final long[] labels
              A list of item IDs ("labels").
              -
          • -
        • -
          -

          distances

          -
          public final float[] distances
          +
        + + + +
          +
        • +

          distances

          +
          public final float[] distances
          A list of distances from each item ID to the query vector for this query.
          -
      -
      • +
    + -
  • -
    -

    Constructor Details

    -
      -
    • -
      -

      QueryResults

      -
      public QueryResults(long[] labels, - float[] distances)
      +
      +
        +
      • + + +

        Constructor Detail

        + + + +
          +
        • +

          QueryResults

          +
          public QueryResults​(long[] labels,
+                    float[] distances)
          Instantiates a new QueryResults object, provided two identical-length arrays of labels and their corresponding distances. This method should probably not be used directly, as this class is primarily used as a return type from the query method on Index.
          -
          -
          Throws:
          -
          IllegalArgumentException - if the length of the labels and distances arrays vary
          +
          +
          Throws:
          +
          IllegalArgumentException - if the length of the labels and distances arrays vary
          -
    -
    • + + -
  • -
    -

    Method Details

    -
      -
    • -
      -

      toString

      -
      public String toString()
      -
      -
      Overrides:
      -
      toString in class Object
      +
      +
      • -
    • -
      -

      getLabels

      -
      public long[] getLabels()
      +
    + + + +
      +
    • +

      getLabels

      +
      public long[] getLabels()
      Retrieve the list of item IDs ("labels") returned by this query. This array is sorted by distance: the first item is the closest to the query vector, the second is second-closest, and so on. The items in this array correspond 1:1 with the distances returned by getDistances().
      -
    • -
  • -
    -

    getDistances

    -
    public float[] getDistances()
    + + + + +
      +
    • +

      getDistances

      +
      public float[] getDistances()
      Retrieve the list of distances between query vectors and item vectors for the results of this query. This array is sorted by distance: the first distance corresponds with the item the closest to the query vector, the second is second-closest, and so on. The items in this array correspond 1:1 with the labels returned by getLabels().
      -
    • - - + + +
    + +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/Index.SpaceType.html b/docs/java/com/spotify/voyager/jni/Index.SpaceType.html index 508756cb..9c7ca202 100644 --- a/docs/java/com/spotify/voyager/jni/Index.SpaceType.html +++ b/docs/java/com/spotify/voyager/jni/Index.SpaceType.html @@ -1,258 +1,416 @@ + - + Index.SpaceType (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + +
    -
    -
    +
    -
    Package com.spotify.voyager.jni
    -

    Enum Index.SpaceType

    -
    -
    java.lang.Object -
    java.lang.Enum<Index.SpaceType> -
    com.spotify.voyager.jni.Index.SpaceType
    -
    +
    Package com.spotify.voyager.jni
    +

    Enum Index.SpaceType

    -
    -
    +
    + +
    +
    -
    -
      + +
    +
    +
    + - + + -
  • -
    -

    Method Details

    -
      -
    • -
      -

      values

      -
      public static Index.SpaceType[] values()
      +
      +
        +
      • + + +

        Method Detail

        + + + +
          +
        • +

          values

          +
          public static Index.SpaceType[] values()
          Returns an array containing the constants of this enum type, in -the order they are declared.
          -
          -
          Returns:
          +the order they are declared. This method may be used to iterate +over the constants as follows: +
          +for (Index.SpaceType c : Index.SpaceType.values())
+    System.out.println(c);
+
    • +
    +
    Returns:
    an array containing the constants of this enum type, in the order they are declared
    - -
  • -
    -

    valueOf

    -
    public static Index.SpaceType valueOf(String name)
    + + + + +
      +
    • +

      valueOf

      +
      public static Index.SpaceType valueOf​(String name)
      Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
      -
      -
      Parameters:
      +
      +
      Parameters:
      name - the name of the enum constant to be returned.
      -
      Returns:
      +
      Returns:
      the enum constant with the specified name
      -
      Throws:
      -
      IllegalArgumentException - if this enum type has no constant with the specified name
      -
      NullPointerException - if the argument is null
      +
      Throws:
      +
      IllegalArgumentException - if this enum type has no constant with the specified name
      +
      NullPointerException - if the argument is null
      -
    • - - + + + + +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html b/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html index 05e269c7..71682d01 100644 --- a/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html +++ b/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html @@ -1,181 +1,262 @@ + - + Index.StorageDataType (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + +
    -
    -
    +
    -
    Package com.spotify.voyager.jni
    -

    Enum Index.StorageDataType

    -
    -
    java.lang.Object -
    java.lang.Enum<Index.StorageDataType> -
    com.spotify.voyager.jni.Index.StorageDataType
    -
    +
    Package com.spotify.voyager.jni
    +

    Enum Index.StorageDataType

    -
    -
    +
    + +
    +
    -
    -
      + +
    +
    +
    +
      +
    • -
    • -
      -

      Enum Constant Summary

      -
      Enum Constants
      -
      -
      Enum Constant
      -
      Description
      -
      E4M3
      -
      +
      +
        +
      • + + +

        Enum Constant Summary

        + + + + + + + + + + + + + + + + + + +
        Enum Constants 
        Enum ConstantDescription
        E4M3
        A custom 8-bit floating point data type with range [-448, 448] and variable precision.
        - -
        Float32
        -
        +
        Float32
        A 32-bit floating point ("Float") data type.
        - -
        Float8
        -
        +
        Float8
        An 8-bit floating point data type that expects all values to be on [-1, 1].
        - - - +
        • +
      +
      -
    • -
      -

      Method Summary

      -
      -
      -
      -
      -
      Modifier and Type
      -
      Method
      -
      Description
      -
      static Index.StorageDataType
      -
      valueOf(String name)
      -
      +
      +
      -
      -
        + +
      +
      +
      +
        +
      • -
      • -
        -

        Enum Constant Details

        -
          -
        • -
          -

          Float8

          -
          public static final Index.StorageDataType Float8
          +
          +
            +
          • + + +

            Enum Constant Detail

            + + + +
              +
            • +

              Float8

              +
              public static final Index.StorageDataType Float8
              An 8-bit floating point data type that expects all values to be on [-1, 1]. This data type provides adequate precision for many use cases, but cuts down memory usage bu a factor of 4x compared to Float32, while also increasing query speed. @@ -183,19 +264,25 @@

              Float8

              Float8 provides 8 bits of resolution; i.e.: the distance between successive values is 1/127, or 0.00787. For a variable-precision (i.e.: _actually_ floating point) representation, use E4M3.

              -
          • -
        • -
          -

          Float32

          -
          public static final Index.StorageDataType Float32
          +
        + + + +
          +
        • +

          Float32

          +
          public static final Index.StorageDataType Float32
          A 32-bit floating point ("Float") data type. The default.
          -
        • -
      • -
        -

        E4M3

        -
        public static final Index.StorageDataType E4M3
        +
      + + + +
        +
      • +

        E4M3

        +
        public static final Index.StorageDataType E4M3
        A custom 8-bit floating point data type with range [-448, 448] and variable precision. Use this data type to get 4x less memory usage compared to Float32, but when the values of vectors to be stored in an Index may exceed [-1, 1]. @@ -206,59 +293,130 @@

        E4M3

        Note that using E4M3 with the Cosine space may result in negative distances at query time due to reduced floating-point precision. While confusing, the query results are still correctly ordered.

        -
    - + + -
  • -
    -

    Method Details

    -
      -
    • -
      -

      values

      -
      public static Index.StorageDataType[] values()
      +
      +
        +
      • + + +

        Method Detail

        + + + +
          +
        • +

          values

          +
          public static Index.StorageDataType[] values()
          Returns an array containing the constants of this enum type, in -the order they are declared.
          -
          -
          Returns:
          +the order they are declared. This method may be used to iterate +over the constants as follows: +
          +for (Index.StorageDataType c : Index.StorageDataType.values())
+    System.out.println(c);
+
    • +
    +
    Returns:
    an array containing the constants of this enum type, in the order they are declared
    - -
  • -
    -

    valueOf

    -
    public static Index.StorageDataType valueOf(String name)
    + + + + +
      +
    • +

      valueOf

      +
      public static Index.StorageDataType valueOf​(String name)
      Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
      -
      -
      Parameters:
      +
      +
      Parameters:
      name - the name of the enum constant to be returned.
      -
      Returns:
      +
      Returns:
      the enum constant with the specified name
      -
      Throws:
      -
      IllegalArgumentException - if this enum type has no constant with the specified name
      -
      NullPointerException - if the argument is null
      +
      Throws:
      +
      IllegalArgumentException - if this enum type has no constant with the specified name
      +
      NullPointerException - if the argument is null
      -
    • - - + + + + +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/Index.html b/docs/java/com/spotify/voyager/jni/Index.html index bae61397..d4f14a29 100644 --- a/docs/java/com/spotify/voyager/jni/Index.html +++ b/docs/java/com/spotify/voyager/jni/Index.html @@ -1,103 +1,145 @@ + - + Index (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + +
    -
    -
    +
    -
    Package com.spotify.voyager.jni
    -

    Class Index

    -
    -
    java.lang.Object -
    com.spotify.voyager.jni.Index
    +
    Package com.spotify.voyager.jni
    +

    Class Index

    -
    -
    +
    + +
    +
      +
    • +
      All Implemented Interfaces:
      -
      Closeable, AutoCloseable
      +
      Closeable, AutoCloseable
      -
      public class Index -extends Object -implements Closeable
      +
      public class Index
+extends Object
+implements Closeable
      A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors. @@ -120,302 +162,414 @@

      Class Index

      // Serialize this index to use it again later: index.saveIndex("my_tiny_index.voy");
      -
    -
    -
      + +
    +
    +
    +
      +
    • -
    • -
      -

      Nested Class Summary

      -
      Nested Classes
      -
      -
      Modifier and Type
      -
      Class
      -
      Description
      -
      static class 
      -
      Index.QueryResults
      -
      +
      +
        +
      • + + +

        Nested Class Summary

        + + + + + + + + + + + + + + + + + + + + + + +
        Nested Classes 
        Modifier and TypeClassDescription
        static class Index.QueryResults
        A container for query results, returned by Index.
        - -
        static enum 
        -
        Index.SpaceType
        -
        +
        static class Index.SpaceType
        The space, also known as distance metric, to use when searching.
        - -
        static enum 
        -
        Index.StorageDataType
        -
        +
        static class Index.StorageDataType
        The datatype used to use when storing vectors on disk.
        - - - +
        • +
      +
      -
    • -
      -

      Constructor Summary

      -
      Constructors
      -
      -
      Constructor
      -
      Description
      -
      Index(Index.SpaceType space, - int numDimensions)
      -
      +
      +
        +
      • + + +

        Constructor Summary

        + + + + + + + + + + + + + + +
        Constructors 
        ConstructorDescription
        Index​(Index.SpaceType space, + int numDimensions)
        Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
        - -
        Index(Index.SpaceType space, - int numDimensions, - long indexM, - long efConstruction, - long randomSeed, - long maxElements, - Index.StorageDataType storageDataType)
        -
        +
        Index​(Index.SpaceType space, + int numDimensions, + long indexM, + long efConstruction, + long randomSeed, + long maxElements, + Index.StorageDataType storageDataType)
        Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
        - - - +
        • +
      +
      -
    • -
      -

      Method Summary

      -
      -
      -
      -
      -
      Modifier and Type
      -
      Method
      -
      Description
      -
      void
      -
      addItem(float[] vector)
      -
      +
      +
      -
      -
        + +
      +
      +
      +
        +
      • -
      • -
        -

        Constructor Details

        -
          -
        • -
          -

          Index

          -
          public Index(Index.SpaceType space, - int numDimensions)
          +
          +
            +
          • + + +

            Constructor Detail

            + + + +
              +
            • +

              Index

              +
              public Index​(Index.SpaceType space,
+             int numDimensions)
              Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
              -
              -
              Parameters:
              +
              +
              Parameters:
              space - the space type to use when storing and comparing vectors.
              numDimensions - the number of dimensions per vector.
              -
          • -
        • -
          -

          Index

          -
          public Index(Index.SpaceType space, - int numDimensions, - long indexM, - long efConstruction, - long randomSeed, - long maxElements, - Index.StorageDataType storageDataType)
          +
        + + + +
          +
        • +

          Index

          +
          public Index​(Index.SpaceType space,
+             int numDimensions,
+             long indexM,
+             long efConstruction,
+             long randomSeed,
+             long maxElements,
+             Index.StorageDataType storageDataType)
          Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
          -
          -
          Parameters:
          +
          +
          Parameters:
          space - The space type to use when storing and comparing vectors.
          numDimensions - The number of dimensions per vector.
          indexM - Controls the degree of interconnectedness between vectors. Higher values of @@ -430,293 +584,364 @@

          Index

          storageDataType - The datatype to use under-the-hood when storing vectors. Different data type options trade off precision for memory usage and query speed; see Index.StorageDataType for available data types.
          -
      -
      • +
    + -
  • -
    -

    Method Details

    -
      -
    • -
      -

      load

      -
      public static Index load(String filename, - Index.SpaceType space, - int numDimensions, - Index.StorageDataType storageDataType)
      +
      +
        +
      • + + +

        Method Detail

        + + + +
          +
        • +

          load

          +
          public static Index load​(String filename,
+                         Index.SpaceType space,
+                         int numDimensions,
+                         Index.StorageDataType storageDataType)
          Load a Voyager index file and create a new Index initialized with the data in that file.
          -
          -
          Parameters:
          +
          +
          Parameters:
          filename - A filename to load.
          space - The Index.SpaceType to use when loading the index.
          numDimensions - The number of dimensions per vector.
          storageDataType - The Index.StorageDataType used by the index being loaded.
          -
          Returns:
          +
          Returns:
          An Index whose contents have been initialized with the data provided by the file.
          -
          Throws:
          -
          RuntimeException - if the index cannot be loaded from the file, or the file contains +
          Throws:
          +
          RuntimeException - if the index cannot be loaded from the file, or the file contains invalid data.
          -
      • -
    • -
      -

      load

      -
      public static Index load(String filename)
      +
    + + + +
      +
    • +

      load

      +
      public static Index load​(String filename)
      Load a Voyager index file and create a new Index initialized with the data in that file.
      -
      -
      Parameters:
      +
      +
      Parameters:
      filename - A filename to load.
      -
      Returns:
      +
      Returns:
      An Index whose contents have been initialized with the data provided by the file.
      -
      Throws:
      -
      RuntimeException - if the index cannot be loaded from the file, the file contains invalid +
      Throws:
      +
      RuntimeException - if the index cannot be loaded from the file, the file contains invalid data, or the file contains an older version of the Voyager file format that requires additional arguments to be provided.
      -
    • -
  • -
    -

    load

    -
    public static Index load(InputStream inputStream, - Index.SpaceType space, - int numDimensions, - Index.StorageDataType storageDataType)
    + + + + +
      +
    • +

      load

      +
      public static Index load​(InputStream inputStream,
+                         Index.SpaceType space,
+                         int numDimensions,
+                         Index.StorageDataType storageDataType)
      Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
      -
      -
      Parameters:
      -
      inputStream - A InputStream that will provide the contents of a Voyager +
      +
      Parameters:
      +
      inputStream - A InputStream that will provide the contents of a Voyager index.
      space - The Index.SpaceType to use when loading the index.
      numDimensions - The number of dimensions per vector.
      storageDataType - The Index.StorageDataType used by the index being loaded.
      -
      Returns:
      +
      Returns:
      An Index whose contents have been initialized with the data provided by the input stream.
      -
      Throws:
      -
      RuntimeException - if the index cannot be loaded from the stream, or the stream contains +
      Throws:
      +
      RuntimeException - if the index cannot be loaded from the stream, or the stream contains invalid data.
      -
    • -
  • -
    -

    load

    -
    public static Index load(InputStream inputStream)
    + + + + +
      +
    • +

      load

      +
      public static Index load​(InputStream inputStream)
      Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
      -
      -
      Parameters:
      -
      inputStream - A InputStream that will provide the contents of a Voyager +
      +
      Parameters:
      +
      inputStream - A InputStream that will provide the contents of a Voyager index.
      -
      Returns:
      +
      Returns:
      An Index whose contents have been initialized with the data provided by the input stream.
      -
      Throws:
      -
      RuntimeException - if the index cannot be loaded from the stream, or the stream contains +
      Throws:
      +
      RuntimeException - if the index cannot be loaded from the stream, or the stream contains invalid data, or the file contains an older version of the Voyager file format that requires additional arguments to be provided.
      -
    • -
  • -
    -

    close

    -
    public void close() - throws IOException
    + + + + +
      +
    • +

      close

      +
      public void close()
+           throws IOException
      Close this Index and release any memory held by it. Note that this method must be called to release the memory backing this Index; failing to do so may cause a memory leak.

      Any calls to methods after close() is called will fail, as the underlying native C++ object will have been deallocated.

      -
      -
      Specified by:
      -
      close in interface AutoCloseable
      -
      Specified by:
      -
      close in interface Closeable
      -
      Throws:
      -
      IOException - if the C++ destructor fails.
      +
      +
      Specified by:
      +
      close in interface AutoCloseable
      +
      Specified by:
      +
      close in interface Closeable
      +
      Throws:
      +
      IOException - if the C++ destructor fails.
      -
    • -
  • -
    -

    finalize

    -
    protected void finalize() - throws Throwable
    -
    -
    Overrides:
    -
    finalize in class Object
    -
    Throws:
    -
    Throwable
    + + + + +
    • -
  • -
    -

    setEf

    -
    public void setEf(long ef)
    + + + + +
      +
    • +

      setEf

      +
      public void setEf​(long ef)
      Set the default EF ("query search depth") to use when query(float[], int) is called.
      -
      -
      Parameters:
      +
      +
      Parameters:
      ef - The new default EF value to use. This value can be overridden on a per-query basis at query time.
      -
    • -
  • -
    -

    getEf

    -
    public int getEf()
    + + + + +
      +
    • +

      getEf

      +
      public int getEf()
      Get the default EF ("query search depth") that will be uses when query(float[], int) is called.
      -
      -
      Returns:
      +
      +
      Returns:
      The current default EF value, used by the Index if no value is provided at query time.
      -
    • -
  • -
    -

    getSpace

    -
    public Index.SpaceType getSpace()
    + + + + +
    • -
  • -
    -

    getNumDimensions

    -
    public int getNumDimensions()
    + + + + +
      +
    • +

      getNumDimensions

      +
      public int getNumDimensions()
      Get the number of dimensions used in this Index.
      -
      -
      Returns:
      +
      +
      Returns:
      The number of dimensions used by this Index, and which all vectors within this Index must have.
      -
    • -
  • -
    -

    setNumThreads

    -
    public void setNumThreads(int numThreads)
    + + + + +
      +
    • +

      setNumThreads

      +
      public void setNumThreads​(int numThreads)
      Set the default number of threads to use when adding multiple vectors in bulk, or when querying for multiple vectors simultaneously.
      -
      -
      Parameters:
      +
      +
      Parameters:
      numThreads - The default number of threads used for bulk-add or bulk-query methods if not overridden in each method call. Note that this affects the number of threads started for each method call - Voyager keeps no long-lived thread pool. For maximum efficiency, pass as much data as possible to each bulk-add or bulk-query method call to minimize overhead.
      -
    • -
  • -
    -

    getNumThreads

    -
    public int getNumThreads()
    + + + + +
      +
    • +

      getNumThreads

      +
      public int getNumThreads()
      Get the default number of threads used when adding multiple vectors in bulk oor when querying for multiple vectors simultaneously.
      -
      -
      Returns:
      +
      +
      Returns:
      The default number of threads used for bulk-add or bulk-query methods if not overridden in each method call.
      -
    • -
  • -
    -

    saveIndex

    -
    public void saveIndex(String pathToIndex)
    + + + + +
      +
    • +

      saveIndex

      +
      public void saveIndex​(String pathToIndex)
      Save this Index to a file at the provided filename. This file can be reloaded by using Index.load(...).
      -
      -
      Parameters:
      +
      +
      Parameters:
      pathToIndex - The output filename to write to.
      -
    • -
  • -
    -

    saveIndex

    -
    public void saveIndex(OutputStream outputStream)
    + + + + +
      +
    • +

      saveIndex

      +
      public void saveIndex​(OutputStream outputStream)
      Save this Index to the provided output stream. The stream will not be closed automatically - be sure to close the stream saveIndex has completed. The data written to the stream can be reloaded by using Index.load(...).
      -
      -
      Parameters:
      +
      +
      Parameters:
      outputStream - The output stream to write to. This stream will not be closed automatically.
      -
    • -
  • -
    -

    addItem

    -
    public void addItem(float[] vector)
    + + + + +
      +
    • +

      asBytes

      +
      public byte[] asBytes()
      +
      Returns the contents of this index as an array of bytes. The resulting bytes will contain the + same data as if this index was serialized to disk and then read back into memory again.
      +
      +
      Returns:
      +
      A byte array representing the contents of the index
      +
      +
      • +
    + + + +
      +
    • +

      addItem

      +
      public void addItem​(float[] vector)
      Add an item (a vector) to this Index. The item will automatically be given an identifier equal to the return value of getNumElements().
      -
      -
      Parameters:
      +
      +
      Parameters:
      vector - The vector to add to the index.
      -
      Throws:
      -
      RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
      +
      Throws:
      +
      RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
      -
    • -
  • -
    -

    addItem

    -
    public void addItem(float[] vector, - long id)
    + + + + +
      +
    • +

      addItem

      +
      public void addItem​(float[] vector,
+                    long id)
      Add an item (a vector) to this Index with the provided identifier.
      -
      -
      Parameters:
      +
      +
      Parameters:
      vector - The vector to add to the index.
      id - The 64-bit integer denoting the identifier of this vector.
      -
      Throws:
      -
      RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
      +
      Throws:
      +
      RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
      -
    • -
  • -
    -

    addItems

    -
    public void addItems(float[][] vectors, - int numThreads)
    + + + + +
      +
    • +

      addItems

      +
      public void addItems​(float[][] vectors,
+                     int numThreads)
      Add multiple items (vectors) to this Index.
      -
      -
      Parameters:
      +
      +
      Parameters:
      vectors - The vectors to add to the index.
      numThreads - The number of threads to use when adding the provided vectors. If -1 (the default), the number of CPUs available on the current machine will be used.
      -
      Throws:
      -
      RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
      +
      Throws:
      +
      RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
      -
    • -
  • -
    -

    addItems

    -
    public void addItems(float[][] vectors, - long[] ids, - int numThreads)
    + + + + +
      +
    • +

      addItems

      +
      public void addItems​(float[][] vectors,
+                     long[] ids,
+                     int numThreads)
      Add multiple items (vectors) to this Index.
      -
      -
      Parameters:
      +
      +
      Parameters:
      vectors - The vectors to add to the index.
      ids - The 64-bit identifiers that correspond with each of the provided vectors.
      numThreads - The number of threads to use when adding the provided vectors. If -1 (the @@ -724,143 +949,149 @@

      addItems

      causes a temporary C++ thread pool to be used. Instead of calling addItems(float[][],int) in a tight loop, consider passing more data to each addItems(float[][],int) call instead to reduce overhead.
      -
      Throws:
      -
      RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
      -
      RuntimeException - If the list of IDs does not have the same length as the list of +
      Throws:
      +
      RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
      +
      RuntimeException - If the list of IDs does not have the same length as the list of provided vectors.
      -
    • -
  • -
    -

    getVector

    -
    public float[] getVector(long id)
    + + + + +
      +
    • +

      getVector

      +
      public float[] getVector​(long id)
      Get the vector for the provided identifier.
      -
      -
      Parameters:
      +
      +
      Parameters:
      id - The identifier whose vector will be fetched.
      -
      Returns:
      -
      A -
      -invalid reference -
      float
      -
      - array representing the values of the vector.
      -
      Throws:
      -
      RuntimeException - If the provided identifier is not present in the Index.
      +
      Returns:
      +
      A float array representing the values of the vector.
      +
      Throws:
      +
      RuntimeException - If the provided identifier is not present in the Index.
      -
    • -
  • -
    -

    getVectors

    -
    public float[][] getVectors(long[] ids)
    + + + + +
      +
    • +

      getVectors

      +
      public float[][] getVectors​(long[] ids)
      Get the vectors for a provided array of identifiers.
      -
      -
      Parameters:
      +
      +
      Parameters:
      ids - The identifiers whose vector will be fetched.
      -
      Returns:
      -
      A nested -
      -invalid reference -
      float
      -
      - array representing the values of the vectors corresponding with +
      Returns:
      +
      A nested float array representing the values of the vectors corresponding with each ID.
      -
      Throws:
      -
      RuntimeException - If any of the provided identifiers are not present in the Index.
      +
      Throws:
      +
      RuntimeException - If any of the provided identifiers are not present in the Index.
      -
    • -
  • -
    -

    getIDs

    -
    public long[] getIDs()
    + + + + +
      +
    • +

      getIDs

      +
      public long[] getIDs()
      Get the list of identifiers currently stored by this index.
      -
      -
      Returns:
      -
      a -
      -invalid reference -
      long
      -
      - array of identifiers.
      +
      +
      Returns:
      +
      a long array of identifiers.
      -
    • -
  • -
    -

    query

    -
    public Index.QueryResults query(float[] queryVector, - int k)
    + + + + +
      +
    • +

      query

      +
      public Index.QueryResults query​(float[] queryVector,
+                                int k)
      Query this Index for approximate nearest neighbors of a single query vector.
      -
      -
      Parameters:
      +
      +
      Parameters:
      queryVector - A query vector to use for searching.
      k - The number of nearest neighbors to return.
      -
      Returns:
      +
      Returns:
      A Index.QueryResults object, containing the neighbors found that are (approximately) nearest to the query vector.
      -
      Throws:
      -
      RuntimeException - if fewer than k results can be found in the index.
      +
      Throws:
      +
      RuntimeException - if fewer than k results can be found in the index.
      -
    • -
  • -
    -

    query

    -
    public Index.QueryResults[] query(float[][] queryVectors, - int k, - int numThreads)
    + + + + +
      +
    • +

      query

      +
      public Index.QueryResults[] query​(float[][] queryVectors,
+                                  int k,
+                                  int numThreads)
      Query this Index for approximate nearest neighbors of multiple query vectors.
      -
      -
      Parameters:
      +
      +
      Parameters:
      queryVectors - The query vectors to use for searching.
      k - The number of nearest neighbors to return for each query vector
      numThreads - The number of threads to use when searching. If -1, all available CPU cores will be used. Note that passing a number of threads other than 1 will cause a temporary C++ thread pool to be used. Instead of calling query(float[],int) in a tight loop, consider passing more data to each call instead to reduce overhead.
      -
      Returns:
      +
      Returns:
      An array of Index.QueryResults objects, each containing the neighbors found that are (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
      -
      Throws:
      -
      RuntimeException - if fewer than k results can be found in the index for one or +
      Throws:
      +
      RuntimeException - if fewer than k results can be found in the index for one or more queries.
      -
    • -
  • -
    -

    query

    -
    public Index.QueryResults query(float[] queryVector, - int k, - long queryEf)
    + + + + +
      +
    • +

      query

      +
      public Index.QueryResults query​(float[] queryVector,
+                                int k,
+                                long queryEf)
      Query this Index for approximate nearest neighbors of a single query vector.
      -
      -
      Parameters:
      +
      +
      Parameters:
      queryVector - A query vector to use for searching.
      k - The number of nearest neighbors to return.
      queryEf - The per-query "ef" value to use. Larger values produce more accurate results at the expense of query time.
      -
      Returns:
      +
      Returns:
      A Index.QueryResults object, containing the neighbors found that are (approximately) nearest to the query vector.
      -
      Throws:
      -
      RuntimeException - if fewer than k results can be found in the index.
      +
      Throws:
      +
      RuntimeException - if fewer than k results can be found in the index.
      -
    • -
  • -
    -

    query

    -
    public Index.QueryResults[] query(float[][] queryVectors, - int k, - int numThreads, - long queryEf)
    + + + + +
      +
    • +

      query

      +
      public Index.QueryResults[] query​(float[][] queryVectors,
+                                  int k,
+                                  int numThreads,
+                                  long queryEf)
      Query this Index for approximate nearest neighbors of multiple query vectors.
      -
      -
      Parameters:
      +
      +
      Parameters:
      queryVectors - The query vectors to use for searching.
      k - The number of nearest neighbors to return for each query vector
      numThreads - The number of threads to use when searching. If -1, all available CPU cores @@ -869,115 +1100,194 @@

      query

      more data to each call instead to reduce overhead.
      queryEf - The per-query "ef" value to use. Larger values produce more accurate results at the expense of query time.
      -
      Returns:
      +
      Returns:
      An array of Index.QueryResults objects, each containing the neighbors found that are (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
      -
      Throws:
      -
      RuntimeException - if fewer than k results can be found in the index for one or +
      Throws:
      +
      RuntimeException - if fewer than k results can be found in the index for one or more queries.
      -
    • -
  • -
    -

    markDeleted

    -
    public void markDeleted(long label)
    + + + + +
      +
    • +

      markDeleted

      +
      public void markDeleted​(long label)
      Mark an element of the index as deleted. Deleted elements will be skipped when querying, but will still be present in the index.
      -
      -
      Parameters:
      +
      +
      Parameters:
      label - The ID of the element to mark as deleted.
      -
      Throws:
      -
      RuntimeException - If the provided identifier is not present in the Index.
      +
      Throws:
      +
      RuntimeException - If the provided identifier is not present in the Index.
      -
    • -
  • -
    -

    unmarkDeleted

    -
    public void unmarkDeleted(long label)
    + + + + +
      +
    • +

      unmarkDeleted

      +
      public void unmarkDeleted​(long label)
      Un-mark an element of the index as deleted, making it available again.
      -
      -
      Parameters:
      +
      +
      Parameters:
      label - The ID of the element to unmark as deleted.
      -
      Throws:
      -
      RuntimeException - If the provided identifier is not present in the Index.
      +
      Throws:
      +
      RuntimeException - If the provided identifier is not present in the Index.
      -
    • -
  • -
    -

    resizeIndex

    -
    public void resizeIndex(long newSize)
    + + + + +
      +
    • +

      resizeIndex

      +
      public void resizeIndex​(long newSize)
      Change the maximum number of elements currently storable by this Index. This operation reallocates the memory used by the index and can be quite slow, so it may be useful to set the maximum number of elements in advance if that number is known.
      -
      -
      Parameters:
      +
      +
      Parameters:
      newSize - The new number of maximum elements to resize this Index to.
      -
    • -
  • -
    -

    getMaxElements

    -
    public long getMaxElements()
    + + + + +
      +
    • +

      getMaxElements

      +
      public long getMaxElements()
      Get the maximum number of elements currently storable by this Index. If more elements are added than getMaxElements(), the index will be automatically (but slowly) resized.
      -
      -
      Returns:
      +
      +
      Returns:
      The number of elements (vectors) that are currently storable in this Index.
      -
    • -
  • -
    -

    getNumElements

    -
    public long getNumElements()
    + + + + +
      +
    • +

      getNumElements

      +
      public long getNumElements()
      Get the number of elements currently in this Index.
      -
      -
      Returns:
      +
      +
      Returns:
      The number of elements (vectors) in this Index. This count includes any deleted elements.
      -
    • -
  • -
    -

    getEfConstruction

    -
    public long getEfConstruction()
    + + + + +
      +
    • +

      getEfConstruction

      +
      public long getEfConstruction()
      Get the EF Construction value used when adding new elements to this Index.
      -
      -
      Returns:
      +
      +
      Returns:
      The current EF Construction value (i.e.: the number of neighbors to search for when adding new elements).
      -
    • -
  • -
    -

    getM

    -
    public long getM()
    + + + + +
      +
    • +

      getM

      +
      public long getM()
      Get the M value used when adding new elements to this Index.
      -
      -
      Returns:
      +
      +
      Returns:
      The current M value (i.e.: the number of links between adjacent vectors to create when adding elements).
      -
    • - - + + +
    + +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html b/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html index 52eaf1d0..6cc79d66 100644 --- a/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html @@ -1,233 +1,389 @@ + - + StringIndex.QueryResults (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + +
    -
    -
    +
    -
    Package com.spotify.voyager.jni
    -

    Class StringIndex.QueryResults

    -
    -
    java.lang.Object -
    com.spotify.voyager.jni.StringIndex.QueryResults
    +
    Package com.spotify.voyager.jni
    +

    Class StringIndex.QueryResults

    -
    -
    +
    + +
    +
      +
    • +
      Enclosing class:
      -
      StringIndex
      +
      StringIndex
      -
      public static class StringIndex.QueryResults -extends Object
      +
      public static class StringIndex.QueryResults
+extends Object
      A wrapper class for nearest neighbor query results.
      -
    -
    -
    -
    -

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
    +
    +
    +
    +
      +
    • -
    • -
      -

      Constructor Details

      -
        -
      • -
        -

        QueryResults

        -
        public QueryResults(String[] names, - float[] distances)
        -
        +
        +
          +
        • + + +

          Constructor Detail

          + + + +
            +
          • +

            QueryResults

            +
            public QueryResults​(String[] names,
+                    float[] distances)
          -
        • - -
      • -
        -

        Method Details

        -
          -
        • -
          -

          getNames

          -
          public String[] getNames()
          +
        + +
        +
          +
        • + + +

          Method Detail

          + + + +
            +
          • +

            getNames

            +
            public String[] getNames()
            • -
          • -
            -

            getDistances

            -
            public float[] getDistances()
            -
            +
          + + + +
            +
          • +

            getDistances

            +
            public float[] getDistances()
            • -
          • -
            -

            getName

            -
            public String getName(int index)
            -
            +
          + + + +
            +
          • +

            getName

            +
            public String getName​(int index)
            • -
          • -
            -

            getDistance

            -
            public float getDistance(int index)
            -
            +
          + + + +
            +
          • +

            getDistance

            +
            public float getDistance​(int index)
            • -
          • -
            -

            getNumResults

            -
            public int getNumResults()
            -
            +
          + + + +
            +
          • +

            getNumResults

            +
            public int getNumResults()
            • -
          • -
            -

            toString

            -
            public String toString()
            -
            -
            Overrides:
            -
            toString in class Object
            +
          + + + +
      -
    - + + +
    + +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/StringIndex.html b/docs/java/com/spotify/voyager/jni/StringIndex.html index e366bd94..91f3b81c 100644 --- a/docs/java/com/spotify/voyager/jni/StringIndex.html +++ b/docs/java/com/spotify/voyager/jni/StringIndex.html @@ -1,300 +1,413 @@ + - + StringIndex (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + +
    -
    -
    +
    -
    Package com.spotify.voyager.jni
    -

    Class StringIndex

    -
    -
    java.lang.Object -
    com.spotify.voyager.jni.StringIndex
    +
    Package com.spotify.voyager.jni
    +

    Class StringIndex

    -
    -
    +
    + +
    +
      +
    • +
      All Implemented Interfaces:
      -
      Closeable, AutoCloseable
      +
      Closeable, AutoCloseable
      -
      public class StringIndex -extends Object -implements Closeable
      +
      public class StringIndex
+extends Object
+implements Closeable
      Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.

      StringIndex can only accommodate up to 2^31 - 1 (2.1B) items, despite typical Voyager indices allowing up to 2^63 - 1 (9e18) items.

      -
    -
    -
      + +
    +
    +
    + + -
  • -
    -

    Method Details

    -
      -
    • -
      -

      load

      -
      public static StringIndex load(String indexFilename, - String nameListFilename, - Index.SpaceType spaceType, - int numDimensions, - Index.StorageDataType storageDataType)
      +
      +
        +
      • + + +

        Method Detail

        + + + +
          +
        • +

          load

          +
          public static StringIndex load​(String indexFilename,
+                               String nameListFilename,
+                               Index.SpaceType spaceType,
+                               int numDimensions,
+                               Index.StorageDataType storageDataType)
          Load a previously constructed index from the provided file location. It is important that the dimensions, space type, and storage data type provided are the same that the index was constructed with.
          -
          -
          Parameters:
          +
          +
          Parameters:
          indexFilename - Filename of the underlying HNSW index
          nameListFilename - Filename of the JSON encoded names list
          -
          spaceType - @see com.spotify.voyager.jni.Index.SpaceType
          +
          spaceType -
          numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
          -
          storageDataType - @see com.spotify.voyager.jni.Index.StorageDataType
          -
          Returns:
          +
          storageDataType -
          +
          Returns:
          reference to the loaded StringIndex
          +
          See Also:
          +
          Index.SpaceType, +Index.StorageDataType
          -
      • -
    • -
      -

      load

      -
      public static StringIndex load(InputStream indexInputStream, - InputStream nameListInputStream, - Index.SpaceType spaceType, - int numDimensions, - Index.StorageDataType storageDataType)
      +
    + + + +
      +
    • +

      load

      +
      public static StringIndex load​(InputStream indexInputStream,
+                               InputStream nameListInputStream,
+                               Index.SpaceType spaceType,
+                               int numDimensions,
+                               Index.StorageDataType storageDataType)
      Load a previously constructed index from the provided input streams. It is important that the dimensions, space type, and storage data type provided are the same that the index was constructed with.
      -
      -
      Parameters:
      +
      +
      Parameters:
      indexInputStream - input stream pointing to the underlying HNSW index
      nameListInputStream - input stream pointing to the JSON encoded names list
      -
      spaceType - @see com.spotify.voyager.jni.Index.SpaceType
      +
      spaceType -
      numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
      -
      storageDataType - @see com.spotify.voyager.jni.Index.StorageDataType
      -
      Returns:
      +
      storageDataType -
      +
      Returns:
      reference to the loaded StringIndex
      +
      See Also:
      +
      Index.SpaceType, +Index.StorageDataType
      -
    • -
  • -
    -

    load

    -
    public static StringIndex load(String indexFilename, - String nameListFilename)
    + + + + +
      +
    • +

      load

      +
      public static StringIndex load​(String indexFilename,
+                               String nameListFilename)
      Load a previously constructed index from the provided file location. The space type, dimensions, and storage data type are read from the file metadata.
      -
      -
      Parameters:
      +
      +
      Parameters:
      indexFilename - Filename of the underlying HNSW index
      nameListFilename - Filename of the JSON encoded names list
      -
      Returns:
      +
      Returns:
      reference to the loaded StringIndex
      -
    • -
  • -
    -

    load

    -
    public static StringIndex load(InputStream indexInputStream, - InputStream nameListInputStream)
    + + + + +
      +
    • +

      load

      +
      public static StringIndex load​(InputStream indexInputStream,
+                               InputStream nameListInputStream)
      Load a previously constructed index from the provided input stream. The space type, dimensions, and storage data type are read from the file metadata.
      -
      -
      Parameters:
      +
      +
      Parameters:
      indexInputStream - input stream pointing to the underlying HNSW index
      nameListInputStream - input stream pointing to the JSON encoded names list
      -
      Returns:
      +
      Returns:
      reference to the loaded StringIndex
      -
    • -
  • -
    -

    saveIndex

    -
    public void saveIndex(String outputDirectory) - throws IOException
    + + + + +
      +
    • +

      saveIndex

      +
      public void saveIndex​(String outputDirectory)
+               throws IOException
      Save the underlying index and JSON encoded name list to the provided output directory
      -
      -
      Parameters:
      +
      +
      Parameters:
      outputDirectory - directory to output files to
      -
      Throws:
      -
      IOException - when there is an error writing to JSON or saving to disk
      +
      Throws:
      +
      IOException - when there is an error writing to JSON or saving to disk
      -
    • -
  • -
    -

    saveIndex

    -
    public void saveIndex(String outputDirectory, - String indexFilename, - String nameListFilename) - throws IOException
    -
    -
    Throws:
    -
    IOException
    + + + + +
    • -
  • -
    -

    saveIndex

    -
    public void saveIndex(OutputStream indexOutputStream, - OutputStream namesListOutputStream) - throws IOException
    + + + + +
      +
    • +

      saveIndex

      +
      public void saveIndex​(OutputStream indexOutputStream,
+                      OutputStream namesListOutputStream)
+               throws IOException
      Save the underlying HNSW index and JSON encoded names list to the provided output streams
      -
      -
      Parameters:
      +
      +
      Parameters:
      indexOutputStream - output stream pointing to the location to save the HNSW index
      namesListOutputStream - output stream pointing to the location to save the JSON names list
      -
      Throws:
      -
      IOException - when there is an error writing to JSON or the output streams
      +
      Throws:
      +
      IOException - when there is an error writing to JSON or the output streams
      -
    • -
  • -
    -

    addItem

    -
    public void addItem(String name, - float[] vector)
    -
    + + + + +
      +
    • +

      addItem

      +
      public void addItem​(String name,
+                    float[] vector)
      • -
    • -
      -

      addItem

      -
      public void addItem(String name, - List<Float> vector)
      -
      +
    + + + + + + + +
      +
    • +

      addItems

      +
      public void addItems​(Map<String,​List<Float>> vectors)
      • -
    • -
      -

      getNumElements

      -
      public long getNumElements()
      -
      +
    + + + +
      +
    • +

      getNumElements

      +
      public long getNumElements()
      • -
    • -
      -

      getVector

      -
      public float[] getVector(String name)
      -
      +
    + + + +
      +
    • +

      getVector

      +
      public float[] getVector​(String name)
      • -
    • -
      -

      query

      -
      public StringIndex.QueryResults query(float[] queryVector, - int numNeighbors, - int ef)
      +
    + + + +
      +
    • +

      query

      +
      public StringIndex.QueryResults query​(float[] queryVector,
+                                      int numNeighbors,
+                                      int ef)
      Find the nearest neighbors of the provided embedding.
      -
      -
      Parameters:
      +
      +
      Parameters:
      queryVector - The vector to center the search around.
      numNeighbors - The number of neighbors to return. The number of results returned may be smaller than this value if the index does not contain enough items.
      @@ -486,84 +646,154 @@

      query

      Increasing this value can improve recall (up to a point) at the cost of increased search latency. The minimum value of this parameter is the requested number of neighbors, and the maximum value is the number of items in the index. -
      Returns:
      +
      Returns:
      a QueryResults object, containing the names of the neighbors and each neighbor's distance from the query vector, sorted in ascending order of distance
      -
      • -
    • -
      -

      query

      -
      public StringIndex.QueryResults[] query(float[][] queryVectors, - int numNeighbors, - int numThreads, - int ef)
      +
    + + + +
      +
    • +

      query

      +
      public StringIndex.QueryResults[] query​(float[][] queryVectors,
+                                        int numNeighbors,
+                                        int numThreads,
+                                        int ef)
      Query for multiple target vectors in parallel.
      -
      -
      Parameters:
      +
      +
      Parameters:
      queryVectors - Array of query vectors to search around
      numNeighbors - Number of neighbors to get for each target
      numThreads - Number of threads to use for the underlying index search. -1 uses all available CPU cores
      ef - Search depth in the graph
      -
      Returns:
      +
      Returns:
      Array of QueryResults, one for each target vector
      -
      • -
    • -
      -

      close

      -
      public void close() - throws IOException
      -
      -
      Specified by:
      -
      close in interface AutoCloseable
      -
      Specified by:
      -
      close in interface Closeable
      -
      Throws:
      -
      IOException
      +
    + + + + + + + +
      +
    • +

      resizeIndex

      +
      public void resizeIndex​(long newSize)
      Change the maximum number of elements currently storable by this Index. This operation reallocates the memory used by the index and can be quite slow, so it may be useful to set the maximum number of elements in advance if that number is known.
      -
      -
      Parameters:
      +
      +
      Parameters:
      newSize - The new number of maximum elements to resize this Index to.
      -
      • -
    • -
      -

      getMaxElements

      -
      public long getMaxElements()
      +
    + + + +
      +
    • +

      getMaxElements

      +
      public long getMaxElements()
      Get the maximum number of elements currently storable by this Index. If more elements are added than getMaxElements(), the index will be automatically (but slowly) resized.
      -
      -
      Returns:
      +
      +
      Returns:
      The number of elements (vectors) that are currently storable in this Index.
      -
    -
    • - + + +
    + +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html b/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html index 69176371..014e9654 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html @@ -1,114 +1,227 @@ + - + Uses of Class com.spotify.voyager.jni.Index.QueryResults (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + +
    -
    -

    Uses of Class
    com.spotify.voyager.jni.Index.QueryResults

    +

    Uses of Class
    com.spotify.voyager.jni.Index.QueryResults

    -
    Packages that use Index.QueryResults
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager.jni
    -
    +
    + +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html b/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html index 1fdf75a0..df6c8a94 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html @@ -1,186 +1,316 @@ + - -Uses of Enum com.spotify.voyager.jni.Index.SpaceType (voyager 2.0.9 API) - + +Uses of Class com.spotify.voyager.jni.Index.SpaceType (voyager 2.0.9 API) - - - + - + + - - + + + + + - - -
    -
    +
     
    + +
    -
    -

    Uses of Enum
    com.spotify.voyager.jni.Index.SpaceType

    +

    Uses of Class
    com.spotify.voyager.jni.Index.SpaceType

    -
    Packages that use Index.SpaceType
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager.jni
    -
    +
    + +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html b/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html index 70f247c3..8842bfe8 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html @@ -1,168 +1,294 @@ + - -Uses of Enum com.spotify.voyager.jni.Index.StorageDataType (voyager 2.0.9 API) - + +Uses of Class com.spotify.voyager.jni.Index.StorageDataType (voyager 2.0.9 API) - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -
    -

    Uses of Enum
    com.spotify.voyager.jni.Index.StorageDataType

    +

    Uses of Class
    com.spotify.voyager.jni.Index.StorageDataType

    -
    Packages that use Index.StorageDataType
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager.jni
    -
    +
    + +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.html b/docs/java/com/spotify/voyager/jni/class-use/Index.html index 7605bca8..5ff1d36f 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.html @@ -1,116 +1,229 @@ + - + Uses of Class com.spotify.voyager.jni.Index (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -
    -

    Uses of Class
    com.spotify.voyager.jni.Index

    +

    Uses of Class
    com.spotify.voyager.jni.Index

    -
    Packages that use Index
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager.jni
    -
    +
    + +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html index 16b02912..ee165f1a 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html @@ -1,101 +1,210 @@ + - + Uses of Class com.spotify.voyager.jni.StringIndex.QueryResults (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -
    -

    Uses of Class
    com.spotify.voyager.jni.StringIndex.QueryResults

    +

    Uses of Class
    com.spotify.voyager.jni.StringIndex.QueryResults

    -
    Packages that use StringIndex.QueryResults
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager.jni
    -
    +
    + +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html index de3fc4ed..e29c3576 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html +++ b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html @@ -1,116 +1,229 @@ + - + Uses of Class com.spotify.voyager.jni.StringIndex (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -
    -

    Uses of Class
    com.spotify.voyager.jni.StringIndex

    +

    Uses of Class
    com.spotify.voyager.jni.StringIndex

    -
    Packages that use StringIndex
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager.jni
    -
    +
    + +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/package-summary.html b/docs/java/com/spotify/voyager/jni/package-summary.html index 4fbfe56c..a420875e 100644 --- a/docs/java/com/spotify/voyager/jni/package-summary.html +++ b/docs/java/com/spotify/voyager/jni/package-summary.html @@ -1,141 +1,218 @@ + - + com.spotify.voyager.jni (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -
    -

    Package com.spotify.voyager.jni

    +

    Package com.spotify.voyager.jni

    -
    -
    package com.spotify.voyager.jni
    -
    +
    +
    + +
    Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
    -
    -
      -
    • - -
      • -
    • -
      -
      -
      -
      -
      Class
      -
      Description
      -
      Index
      -
      +
        +
      • + + + + + + + + + + + + + + + + + + + + + + + + +
        Class Summary 
        ClassDescription
        Index
        A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors.
        - -
        Index.QueryResults
        -
        +
        Index.QueryResults
        A container for query results, returned by Index.
        - -
        Index.SpaceType
        -
        -
        The space, also known as distance metric, to use when searching.
        -
        -
        Index.StorageDataType
        -
        -
        The datatype used to use when storing vectors on disk.
        -
        -
        StringIndex
        -
        +
        StringIndex
        Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.
        - -
        StringIndex.QueryResults
        -
        +
        StringIndex.QueryResults
        A wrapper class for nearest neighbor query results.
        - - - - +
        +
        • +
      • + + + + + + + + + + + + + + + + +
        Enum Summary 
        EnumDescription
        Index.SpaceType +
        The space, also known as distance metric, to use when searching.
        +
        Index.StorageDataType +
        The datatype used to use when storing vectors on disk.
        +
      -
    +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/package-tree.html b/docs/java/com/spotify/voyager/jni/package-tree.html index eb39bb29..3e6d292c 100644 --- a/docs/java/com/spotify/voyager/jni/package-tree.html +++ b/docs/java/com/spotify/voyager/jni/package-tree.html @@ -1,94 +1,183 @@ + - + com.spotify.voyager.jni Class Hierarchy (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -

    Hierarchy For Package com.spotify.voyager.jni

    -
    -Package Hierarchies: -
    +
    +

    Class Hierarchy

    -
    +

    Enum Hierarchy

    +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/package-use.html b/docs/java/com/spotify/voyager/jni/package-use.html index 4497d824..0d826eb4 100644 --- a/docs/java/com/spotify/voyager/jni/package-use.html +++ b/docs/java/com/spotify/voyager/jni/package-use.html @@ -1,110 +1,221 @@ + - + Uses of Package com.spotify.voyager.jni (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -

    Uses of Package
    com.spotify.voyager.jni

    -
    Packages that use com.spotify.voyager.jni
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager.jni
    -
    +
    + - +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html b/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html index cbd6067c..30fd9d01 100644 --- a/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html +++ b/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html @@ -1,177 +1,308 @@ + - + JniLibExtractor (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -
    -
    +
    -
    Package com.spotify.voyager.jni.utils
    -

    Class JniLibExtractor

    +
    Package com.spotify.voyager.jni.utils
    +

    Class JniLibExtractor

    -
    java.lang.Object -
    com.spotify.voyager.jni.utils.JniLibExtractor
    -
    -
    -
    -
    public class JniLibExtractor -extends Object
    -
    -
    -
    +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/utils/TinyJson.html b/docs/java/com/spotify/voyager/jni/utils/TinyJson.html index 12cbe522..cc6b836a 100644 --- a/docs/java/com/spotify/voyager/jni/utils/TinyJson.html +++ b/docs/java/com/spotify/voyager/jni/utils/TinyJson.html @@ -1,195 +1,331 @@ + - + TinyJson (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -
    -
    +
    -
    Package com.spotify.voyager.jni.utils
    -

    Class TinyJson

    +
    Package com.spotify.voyager.jni.utils
    +

    Class TinyJson

    -
    java.lang.Object -
    com.spotify.voyager.jni.utils.TinyJson
    -
    -
    +
    + +
    +
      +
    • -
      public class TinyJson -extends Object
      +
      public class TinyJson
+extends Object
      A dependency-free, super tiny JSON serde class that only supports reading and writing lists of strings.
      -
    -
    -
    -
    -

    Methods inherited from class java.lang.Object

    -clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
    +
    +
    +
    + - + + +
    +
    +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html b/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html index de44d45e..c0e94a31 100644 --- a/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html +++ b/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html @@ -1,62 +1,150 @@ + - + Uses of Class com.spotify.voyager.jni.utils.JniLibExtractor (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -
    -

    Uses of Class
    com.spotify.voyager.jni.utils.JniLibExtractor

    +

    Uses of Class
    com.spotify.voyager.jni.utils.JniLibExtractor

    -No usage of com.spotify.voyager.jni.utils.JniLibExtractor
    +
    No usage of com.spotify.voyager.jni.utils.JniLibExtractor
    +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html b/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html index 74bf1fcd..1008ee1e 100644 --- a/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html +++ b/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html @@ -1,62 +1,150 @@ + - + Uses of Class com.spotify.voyager.jni.utils.TinyJson (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -
    -

    Uses of Class
    com.spotify.voyager.jni.utils.TinyJson

    +

    Uses of Class
    com.spotify.voyager.jni.utils.TinyJson

    -No usage of com.spotify.voyager.jni.utils.TinyJson
    +
    No usage of com.spotify.voyager.jni.utils.TinyJson
    +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/utils/package-summary.html b/docs/java/com/spotify/voyager/jni/utils/package-summary.html index 96984cc2..1a95c40c 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-summary.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-summary.html @@ -1,114 +1,175 @@ + - + com.spotify.voyager.jni.utils (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -
    -

    Package com.spotify.voyager.jni.utils

    -
    -
    -
    package com.spotify.voyager.jni.utils
    -
    -
      -
    • - -
      • -
    • -
      -
      Classes
      -
      -
      Class
      -
      Description
      -
      JniLibExtractor
      -
       
      -
      TinyJson
      -
      +
      +
        +
      • + + + + + + + + + + + + + + + + +
        Class Summary 
        ClassDescription
        JniLibExtractor 
        TinyJson
        A dependency-free, super tiny JSON serde class that only supports reading and writing lists of strings.
        - - - +
      -
    +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/utils/package-tree.html b/docs/java/com/spotify/voyager/jni/utils/package-tree.html index ae4fff7c..d3de1d94 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-tree.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-tree.html @@ -1,77 +1,166 @@ + - + com.spotify.voyager.jni.utils Class Hierarchy (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -

    Hierarchy For Package com.spotify.voyager.jni.utils

    -
    -Package Hierarchies: -
    +
    +

    Class Hierarchy

    +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/jni/utils/package-use.html b/docs/java/com/spotify/voyager/jni/utils/package-use.html index 5d5d8633..a47b1e2d 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-use.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-use.html @@ -1,62 +1,150 @@ + - + Uses of Package com.spotify.voyager.jni.utils (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -

    Uses of Package
    com.spotify.voyager.jni.utils

    -No usage of com.spotify.voyager.jni.utils
    +
    No usage of com.spotify.voyager.jni.utils
    +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/package-summary.html b/docs/java/com/spotify/voyager/package-summary.html index 51e2123d..3393d377 100644 --- a/docs/java/com/spotify/voyager/package-summary.html +++ b/docs/java/com/spotify/voyager/package-summary.html @@ -1,76 +1,106 @@ + - + com.spotify.voyager (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -
    -

    Package com.spotify.voyager

    +

    Package com.spotify.voyager

    -
    -
    package com.spotify.voyager
    -
    +
    +
    + +
    Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector data. For most use cases, Index will be the primary interface to Voyager's functionality. @@ -96,29 +126,54 @@

    Package com.spotify.voyage index.saveIndex("my_tiny_index.voy");

    -
    -
      -
    • - -
      • -
    -
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/package-tree.html b/docs/java/com/spotify/voyager/package-tree.html index 1be1a971..632020bf 100644 --- a/docs/java/com/spotify/voyager/package-tree.html +++ b/docs/java/com/spotify/voyager/package-tree.html @@ -1,66 +1,153 @@ + - + com.spotify.voyager Class Hierarchy (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -

    Hierarchy For Package com.spotify.voyager

    -
    -Package Hierarchies: -
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/com/spotify/voyager/package-use.html b/docs/java/com/spotify/voyager/package-use.html index e7d23c31..b8e9a581 100644 --- a/docs/java/com/spotify/voyager/package-use.html +++ b/docs/java/com/spotify/voyager/package-use.html @@ -1,62 +1,150 @@ + - + Uses of Package com.spotify.voyager (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -

    Uses of Package
    com.spotify.voyager

    -No usage of com.spotify.voyager
    +
    No usage of com.spotify.voyager
    +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/constant-values.html b/docs/java/constant-values.html index 8f3e48fd..66cb4e69 100644 --- a/docs/java/constant-values.html +++ b/docs/java/constant-values.html @@ -1,27 +1,28 @@ - + - -Constant Field Values (voyager 2.0.2 API) + +Constant Field Values (voyager 2.0.9 API) - + - + + - - + + - - + + - - + + + + + - - -
    -
    +
     
    + + -
    -

    JavaDoc Help

    - -
    -
    -

    Navigation

    -Starting from the Overview page, you can browse the documentation using the links in each page, and in the navigation bar at the top of each page. The Index and Search box allow you to navigate to specific declarations and summary pages, including: All Packages, All Classes and Interfaces - +
    +

    How This API Document Is Organized

    +
    This API (Application Programming Interface) document has pages corresponding to the items in the navigation bar, described as follows.
    -
    -
    -

    Kinds of Pages

    -The following sections describe the different kinds of pages in this collection. -
    -

    Overview

    +
    +
      +
    • +
      +

      Overview

      The Overview page is the front page of this API document and provides a list of all packages with a summary for each. This page can also contain an overall description of the set of packages.

      -
      -

      Package

      -

      Each package has a page that contains a list of its classes and interfaces, with a summary for each. These pages may contain the following categories:

      -
        + +
      • +
        +

        Package

        +

        Each package has a page that contains a list of its classes and interfaces, with a summary for each. These pages may contain six categories:

        +
        • Interfaces
        • Classes
        • Enums
          • -
        • Exception Classes
          • +
        • Exceptions
          • +
        • Errors
        • Annotation Types
        -
        -

        Class or Interface

        -

        Each class, interface, nested class and nested interface has its own separate page. Each of these pages has three sections consisting of a declaration and description, member summary tables, and detailed member descriptions. Entries in each of these sections are omitted if they are empty or not applicable.

        -
          + +
        • +
          +

          Class or Interface

          +

          Each class, interface, nested class and nested interface has its own separate page. Each of these pages has three sections consisting of a class/interface description, summary tables, and detailed member descriptions:

          +
          • Class Inheritance Diagram
          • Direct Subclasses
          • All Known Subinterfaces
            • @@ -130,64 +133,150 @@

            Class or Interface

          • Class or Interface Description

          -
            +
            • Nested Class Summary
              • -
            • Enum Constant Summary
            • Field Summary
            • Property Summary
            • Constructor Summary
            • Method Summary
              • -
            • Required Element Summary
              • -
            • Optional Element Summary

            -
              -
            • Enum Constant Details
              • -
            • Field Details
              • -
            • Property Details
              • -
            • Constructor Details
              • -
            • Method Details
              • -
            • Element Details
              • +
                +
              • Field Detail
                • +
              • Property Detail
                • +
              • Constructor Detail
                • +
              • Method Detail
                • +
              +

              Each summary entry contains the first sentence from the detailed description for that item. The summary entries are alphabetical, while the detailed descriptions are in the order they appear in the source code. This preserves the logical groupings established by the programmer.

              +
          +
          • +
        • +
          +

          Annotation Type

          +

          Each annotation type has its own separate page with the following sections:

          +
            +
          • Annotation Type Declaration
            • +
          • Annotation Type Description
            • +
          • Required Element Summary
            • +
          • Optional Element Summary
            • +
          • Element Detail
          -

          Note: Annotation interfaces have required and optional elements, but not methods. Only enum classes have enum constants. The components of a record class are displayed as part of the declaration of the record class. Properties are a feature of JavaFX.

          -

          The summary entries are alphabetical, while the detailed descriptions are in the order they appear in the source code. This preserves the logical groupings established by the programmer.

          -
          -

          Other Files

          -

          Packages and modules may contain pages with additional information related to the declarations nearby.

          +
          • +
        • +
          +

          Enum

          +

          Each enum has its own separate page with the following sections:

          +
            +
          • Enum Declaration
            • +
          • Enum Description
            • +
          • Enum Constant Summary
            • +
          • Enum Constant Detail
            • +
          -
          -

          Use

          -

          Each documented package, class and interface has its own Use page. This page describes what packages, classes, methods, constructors and fields use any part of the given class or package. Given a class or interface A, its Use page includes subclasses of A, fields declared as A, methods that return A, and methods and constructors with parameters of type A. You can access this page by first going to the package, class or interface, then clicking on the USE link in the navigation bar.

          +
          • +
        • +
          +

          Use

          +

          Each documented package, class and interface has its own Use page. This page describes what packages, classes, methods, constructors and fields use any part of the given class or package. Given a class or interface A, its "Use" page includes subclasses of A, fields declared as A, methods that return A, and methods and constructors with parameters of type A. You can access this page by first going to the package, class or interface, then clicking on the "Use" link in the navigation bar.

          -
          -

          Tree (Class Hierarchy)

          +
          • +
        • +
          +

          Tree (Class Hierarchy)

          There is a Class Hierarchy page for all packages, plus a hierarchy for each package. Each hierarchy page contains a list of classes and a list of interfaces. Classes are organized by inheritance structure starting with java.lang.Object. Interfaces do not inherit from java.lang.Object.

          -
            -
          • When viewing the Overview page, clicking on TREE displays the hierarchy for all packages.
            • -
          • When viewing a particular package, class or interface page, clicking on TREE displays the hierarchy for only that package.
            • +
              +
            • When viewing the Overview page, clicking on "Tree" displays the hierarchy for all packages.
              • +
            • When viewing a particular package, class or interface page, clicking on "Tree" displays the hierarchy for only that package.
          -
          -

          All Packages

          -

          The All Packages page contains an alphabetic index of all packages contained in the documentation.

          +
          • +
        • +
          +

          Deprecated API

          +

          The Deprecated API page lists all of the API that have been deprecated. A deprecated API is not recommended for use, generally due to improvements, and a replacement API is usually given. Deprecated APIs may be removed in future implementations.

          -
          -

          All Classes and Interfaces

          -

          The All Classes and Interfaces page contains an alphabetic index of all classes and interfaces contained in the documentation, including annotation interfaces, enum classes, and record classes.

          +
          • +
        • +
          +

          Index

          +

          The Index contains an alphabetic index of all classes, interfaces, constructors, methods, and fields, as well as lists of all packages and all classes.

          -
          -

          Index

          -

          The Index contains an alphabetic index of all classes, interfaces, constructors, methods, and fields in the documentation, as well as summary pages such as All Packages, All Classes and Interfaces.

          +
          • +
        • +
          +

          All Classes

          +

          The All Classes link shows all classes and interfaces except non-static nested types.

          -
    + +
  • +
    +

    Serialized Form

    +

    Each serializable or externalizable class has a description of its serialization fields and methods. This information is of interest to re-implementors, not to developers using the API. While there is no link in the navigation bar, you can get to this information by going to any serialized class and clicking "Serialized Form" in the "See also" section of the class description.

    +
    +
    • +
  • +
    +

    Constant Field Values

    +

    The Constant Field Values page lists the static final fields and their values.

    +
    +
    • +
  • +
    +

    Search

    +

    You can search for definitions of modules, packages, types, fields, methods and other terms defined in the API, using some or all of the name. "Camel-case" abbreviations are supported: for example, "InpStr" will find "InputStream" and "InputStreamReader".

    +
    +
    • +
    -This help file applies to API documentation generated by the standard doclet.
    +This help file applies to API documentation generated by the standard doclet.
    +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/index-all.html b/docs/java/index-all.html index d2987414..5fd89dc9 100644 --- a/docs/java/index-all.html +++ b/docs/java/index-all.html @@ -1,89 +1,141 @@ + - + Index (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -
    -
    -

    Index

    -
    -A C D E F G I J L M Q R S T U V W 
    All Classes and Interfaces|All Packages -

    A

    -
    -
    addItem(float[]) - Method in class com.spotify.voyager.jni.Index
    +
    A C D E F G I J L M Q R S T U V W 
    All Classes All Packages + + +

    A

    +
    +
    addItem(float[]) - Method in class com.spotify.voyager.jni.Index
    Add an item (a vector) to this Index.
    -
    addItem(float[], long) - Method in class com.spotify.voyager.jni.Index
    +
    addItem(float[], long) - Method in class com.spotify.voyager.jni.Index
    Add an item (a vector) to this Index with the provided identifier.
    -
    addItem(String, float[]) - Method in class com.spotify.voyager.jni.StringIndex
    +
    addItem(String, float[]) - Method in class com.spotify.voyager.jni.StringIndex
     
    -
    addItem(String, List<Float>) - Method in class com.spotify.voyager.jni.StringIndex
    +
    addItem(String, List<Float>) - Method in class com.spotify.voyager.jni.StringIndex
     
    -
    addItems(float[][], int) - Method in class com.spotify.voyager.jni.Index
    +
    addItems(float[][], int) - Method in class com.spotify.voyager.jni.Index
    Add multiple items (vectors) to this Index.
    -
    addItems(float[][], long[], int) - Method in class com.spotify.voyager.jni.Index
    +
    addItems(float[][], long[], int) - Method in class com.spotify.voyager.jni.Index
    Add multiple items (vectors) to this Index.
    -
    addItems(Map<String, List<Float>>) - Method in class com.spotify.voyager.jni.StringIndex
    +
    addItems(Map<String, List<Float>>) - Method in class com.spotify.voyager.jni.StringIndex
     
    +
    asBytes() - Method in class com.spotify.voyager.jni.Index
    +
    +
    Returns the contents of this index as an array of bytes.
    +
    -

    C

    -
    -
    close() - Method in class com.spotify.voyager.jni.Index
    + + + +

    C

    +
    +
    close() - Method in class com.spotify.voyager.jni.Index
    Close this Index and release any memory held by it.
    -
    close() - Method in class com.spotify.voyager.jni.StringIndex
    +
    close() - Method in class com.spotify.voyager.jni.StringIndex
     
    com.spotify.voyager - package com.spotify.voyager
    @@ -96,357 +148,444 @@

    C

    com.spotify.voyager.jni.utils - package com.spotify.voyager.jni.utils
     
    -
    Cosine - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
    +
    Cosine - com.spotify.voyager.jni.Index.SpaceType
    Cosine distance; i.e. normalized dot product.
    -

    D

    -
    -
    distances - Variable in class com.spotify.voyager.jni.Index.QueryResults
    + + + +

    D

    +
    +
    distances - Variable in class com.spotify.voyager.jni.Index.QueryResults
    A list of distances from each item ID to the query vector for this query.
    -

    E

    -
    -
    E4M3 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
    + + + +

    E

    +
    +
    E4M3 - com.spotify.voyager.jni.Index.StorageDataType
    A custom 8-bit floating point data type with range [-448, 448] and variable precision.
    -
    Euclidean - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
    +
    Euclidean - com.spotify.voyager.jni.Index.SpaceType
    Euclidean distance, also known as L2 distance.
    -
    extractBinaries(String) - Static method in class com.spotify.voyager.jni.utils.JniLibExtractor
    +
    extractBinaries(String) - Static method in class com.spotify.voyager.jni.utils.JniLibExtractor
     
    -

    F

    -
    -
    finalize() - Method in class com.spotify.voyager.jni.Index
    + + + +

    F

    +
    +
    finalize() - Method in class com.spotify.voyager.jni.Index
     
    -
    Float32 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
    +
    Float32 - com.spotify.voyager.jni.Index.StorageDataType
    A 32-bit floating point ("Float") data type.
    -
    Float8 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
    +
    Float8 - com.spotify.voyager.jni.Index.StorageDataType
    An 8-bit floating point data type that expects all values to be on [-1, 1].
    -

    G

    -
    -
    getDistance(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    + + + +

    G

    +
    +
    getDistance(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getDistances() - Method in class com.spotify.voyager.jni.Index.QueryResults
    +
    getDistances() - Method in class com.spotify.voyager.jni.Index.QueryResults
    Retrieve the list of distances between query vectors and item vectors for the results of this query.
    -
    getDistances() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    getDistances() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getEf() - Method in class com.spotify.voyager.jni.Index
    +
    getEf() - Method in class com.spotify.voyager.jni.Index
    Get the default EF ("query search depth") that will be uses when Index.query(float[], int) is called.
    -
    getEfConstruction() - Method in class com.spotify.voyager.jni.Index
    +
    getEfConstruction() - Method in class com.spotify.voyager.jni.Index
    Get the EF Construction value used when adding new elements to this Index.
    -
    getIDs() - Method in class com.spotify.voyager.jni.Index
    +
    getIDs() - Method in class com.spotify.voyager.jni.Index
    Get the list of identifiers currently stored by this index.
    -
    getLabels() - Method in class com.spotify.voyager.jni.Index.QueryResults
    +
    getLabels() - Method in class com.spotify.voyager.jni.Index.QueryResults
    Retrieve the list of item IDs ("labels") returned by this query.
    -
    getM() - Method in class com.spotify.voyager.jni.Index
    +
    getM() - Method in class com.spotify.voyager.jni.Index
    Get the M value used when adding new elements to this Index.
    -
    getMaxElements() - Method in class com.spotify.voyager.jni.Index
    +
    getMaxElements() - Method in class com.spotify.voyager.jni.Index
    Get the maximum number of elements currently storable by this Index.
    -
    getMaxElements() - Method in class com.spotify.voyager.jni.StringIndex
    +
    getMaxElements() - Method in class com.spotify.voyager.jni.StringIndex
    Get the maximum number of elements currently storable by this Index.
    -
    getName(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    getName(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getNames() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    getNames() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getNumDimensions() - Method in class com.spotify.voyager.jni.Index
    +
    getNumDimensions() - Method in class com.spotify.voyager.jni.Index
    Get the number of dimensions used in this Index.
    -
    getNumElements() - Method in class com.spotify.voyager.jni.Index
    +
    getNumElements() - Method in class com.spotify.voyager.jni.Index
    Get the number of elements currently in this Index.
    -
    getNumElements() - Method in class com.spotify.voyager.jni.StringIndex
    +
    getNumElements() - Method in class com.spotify.voyager.jni.StringIndex
     
    -
    getNumResults() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    getNumResults() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getNumThreads() - Method in class com.spotify.voyager.jni.Index
    +
    getNumThreads() - Method in class com.spotify.voyager.jni.Index
    Get the default number of threads used when adding multiple vectors in bulk oor when querying for multiple vectors simultaneously.
    -
    getSpace() - Method in class com.spotify.voyager.jni.Index
    +
    getSpace() - Method in class com.spotify.voyager.jni.Index
    Get the Index.SpaceType that this Index uses to store and compare vectors.
    -
    getVector(long) - Method in class com.spotify.voyager.jni.Index
    +
    getVector(long) - Method in class com.spotify.voyager.jni.Index
    Get the vector for the provided identifier.
    -
    getVector(String) - Method in class com.spotify.voyager.jni.StringIndex
    +
    getVector(String) - Method in class com.spotify.voyager.jni.StringIndex
     
    -
    getVectors(long[]) - Method in class com.spotify.voyager.jni.Index
    +
    getVectors(long[]) - Method in class com.spotify.voyager.jni.Index
    Get the vectors for a provided array of identifiers.
    -

    I

    -
    -
    Index - Class in com.spotify.voyager.jni
    + + + +

    I

    +
    +
    Index - Class in com.spotify.voyager.jni
    A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors.
    -
    Index(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.Index
    +
    Index(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.Index
    Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
    -
    Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.Index
    +
    Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.Index
    Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
    -
    Index.QueryResults - Class in com.spotify.voyager.jni
    +
    Index.QueryResults - Class in com.spotify.voyager.jni
    A container for query results, returned by Index.
    -
    Index.SpaceType - Enum in com.spotify.voyager.jni
    +
    Index.SpaceType - Enum in com.spotify.voyager.jni
    The space, also known as distance metric, to use when searching.
    -
    Index.StorageDataType - Enum in com.spotify.voyager.jni
    +
    Index.StorageDataType - Enum in com.spotify.voyager.jni
    The datatype used to use when storing vectors on disk.
    -
    InnerProduct - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
    +
    InnerProduct - com.spotify.voyager.jni.Index.SpaceType
    Inner (dot) product.
    -

    J

    -
    -
    JniLibExtractor - Class in com.spotify.voyager.jni.utils
    + + + +

    J

    +
    +
    JniLibExtractor - Class in com.spotify.voyager.jni.utils
     
    -
    JniLibExtractor() - Constructor for class com.spotify.voyager.jni.utils.JniLibExtractor
    +
    JniLibExtractor() - Constructor for class com.spotify.voyager.jni.utils.JniLibExtractor
     
    -

    L

    -
    -
    labels - Variable in class com.spotify.voyager.jni.Index.QueryResults
    + + + +

    L

    +
    +
    labels - Variable in class com.spotify.voyager.jni.Index.QueryResults
    A list of item IDs ("labels").
    -
    load(InputStream) - Static method in class com.spotify.voyager.jni.Index
    +
    load(InputStream) - Static method in class com.spotify.voyager.jni.Index
    Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
    -
    load(InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
    +
    load(InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
    Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
    -
    load(InputStream, InputStream) - Static method in class com.spotify.voyager.jni.StringIndex
    +
    load(InputStream, InputStream) - Static method in class com.spotify.voyager.jni.StringIndex
    Load a previously constructed index from the provided input stream.
    -
    load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
    +
    load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
    Load a previously constructed index from the provided input streams.
    -
    load(String) - Static method in class com.spotify.voyager.jni.Index
    +
    load(String) - Static method in class com.spotify.voyager.jni.Index
    Load a Voyager index file and create a new Index initialized with the data in that file.
    -
    load(String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
    +
    load(String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
    Load a Voyager index file and create a new Index initialized with the data in that file.
    -
    load(String, String) - Static method in class com.spotify.voyager.jni.StringIndex
    +
    load(String, String) - Static method in class com.spotify.voyager.jni.StringIndex
    Load a previously constructed index from the provided file location.
    -
    load(String, String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
    +
    load(String, String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
    Load a previously constructed index from the provided file location.
    -

    M

    -
    -
    markDeleted(long) - Method in class com.spotify.voyager.jni.Index
    + + + +

    M

    +
    +
    markDeleted(long) - Method in class com.spotify.voyager.jni.Index
    Mark an element of the index as deleted.
    -

    Q

    -
    -
    query(float[][], int, int) - Method in class com.spotify.voyager.jni.Index
    + + + +

    Q

    +
    +
    query(float[][], int, int) - Method in class com.spotify.voyager.jni.Index
    Query this Index for approximate nearest neighbors of multiple query vectors.
    -
    query(float[][], int, int, int) - Method in class com.spotify.voyager.jni.StringIndex
    +
    query(float[][], int, int, int) - Method in class com.spotify.voyager.jni.StringIndex
    Query for multiple target vectors in parallel.
    -
    query(float[][], int, int, long) - Method in class com.spotify.voyager.jni.Index
    +
    query(float[][], int, int, long) - Method in class com.spotify.voyager.jni.Index
    Query this Index for approximate nearest neighbors of multiple query vectors.
    -
    query(float[], int) - Method in class com.spotify.voyager.jni.Index
    +
    query(float[], int) - Method in class com.spotify.voyager.jni.Index
    Query this Index for approximate nearest neighbors of a single query vector.
    -
    query(float[], int, int) - Method in class com.spotify.voyager.jni.StringIndex
    +
    query(float[], int, int) - Method in class com.spotify.voyager.jni.StringIndex
    Find the nearest neighbors of the provided embedding.
    -
    query(float[], int, long) - Method in class com.spotify.voyager.jni.Index
    +
    query(float[], int, long) - Method in class com.spotify.voyager.jni.Index
    Query this Index for approximate nearest neighbors of a single query vector.
    -
    QueryResults(long[], float[]) - Constructor for class com.spotify.voyager.jni.Index.QueryResults
    +
    QueryResults(long[], float[]) - Constructor for class com.spotify.voyager.jni.Index.QueryResults
    Instantiates a new QueryResults object, provided two identical-length arrays of labels and their corresponding distances.
    -
    QueryResults(String[], float[]) - Constructor for class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    QueryResults(String[], float[]) - Constructor for class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -

    R

    -
    -
    readStringList(InputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
    + + + +

    R

    +
    +
    readStringList(InputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
     
    -
    resizeIndex(long) - Method in class com.spotify.voyager.jni.Index
    +
    resizeIndex(long) - Method in class com.spotify.voyager.jni.Index
    Change the maximum number of elements currently storable by this Index.
    -
    resizeIndex(long) - Method in class com.spotify.voyager.jni.StringIndex
    +
    resizeIndex(long) - Method in class com.spotify.voyager.jni.StringIndex
    Change the maximum number of elements currently storable by this Index.
    -

    S

    -
    -
    saveIndex(OutputStream) - Method in class com.spotify.voyager.jni.Index
    + + + +

    S

    +
    +
    saveIndex(OutputStream) - Method in class com.spotify.voyager.jni.Index
    Save this Index to the provided output stream.
    -
    saveIndex(OutputStream, OutputStream) - Method in class com.spotify.voyager.jni.StringIndex
    +
    saveIndex(OutputStream, OutputStream) - Method in class com.spotify.voyager.jni.StringIndex
    Save the underlying HNSW index and JSON encoded names list to the provided output streams
    -
    saveIndex(String) - Method in class com.spotify.voyager.jni.Index
    +
    saveIndex(String) - Method in class com.spotify.voyager.jni.Index
    Save this Index to a file at the provided filename.
    -
    saveIndex(String) - Method in class com.spotify.voyager.jni.StringIndex
    +
    saveIndex(String) - Method in class com.spotify.voyager.jni.StringIndex
    Save the underlying index and JSON encoded name list to the provided output directory
    -
    saveIndex(String, String, String) - Method in class com.spotify.voyager.jni.StringIndex
    +
    saveIndex(String, String, String) - Method in class com.spotify.voyager.jni.StringIndex
     
    -
    setEf(long) - Method in class com.spotify.voyager.jni.Index
    +
    setEf(long) - Method in class com.spotify.voyager.jni.Index
    Set the default EF ("query search depth") to use when Index.query(float[], int) is called.
    -
    setNumThreads(int) - Method in class com.spotify.voyager.jni.Index
    +
    setNumThreads(int) - Method in class com.spotify.voyager.jni.Index
    Set the default number of threads to use when adding multiple vectors in bulk, or when querying for multiple vectors simultaneously.
    -
    StringIndex - Class in com.spotify.voyager.jni
    +
    StringIndex - Class in com.spotify.voyager.jni
    Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.
    -
    StringIndex(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.StringIndex
    +
    StringIndex(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.StringIndex
    Instantiate a new empty index with the specified space type and dimensionality
    -
    StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.StringIndex
    +
    StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.StringIndex
    Instantiate an empty index with the specified index parameters
    -
    StringIndex.QueryResults - Class in com.spotify.voyager.jni
    +
    StringIndex.QueryResults - Class in com.spotify.voyager.jni
    A wrapper class for nearest neighbor query results.
    -

    T

    -
    -
    TinyJson - Class in com.spotify.voyager.jni.utils
    + + + +

    T

    +
    +
    TinyJson - Class in com.spotify.voyager.jni.utils
    A dependency-free, super tiny JSON serde class that only supports reading and writing lists of strings.
    -
    TinyJson() - Constructor for class com.spotify.voyager.jni.utils.TinyJson
    +
    TinyJson() - Constructor for class com.spotify.voyager.jni.utils.TinyJson
     
    -
    toString() - Method in class com.spotify.voyager.jni.Index.QueryResults
    +
    toString() - Method in class com.spotify.voyager.jni.Index.QueryResults
     
    -
    toString() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    toString() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -

    U

    -
    -
    unmarkDeleted(long) - Method in class com.spotify.voyager.jni.Index
    + + + +

    U

    +
    +
    unmarkDeleted(long) - Method in class com.spotify.voyager.jni.Index
    Un-mark an element of the index as deleted, making it available again.
    -

    V

    -
    -
    valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.SpaceType
    + + + +

    V

    +
    +
    valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.SpaceType
    Returns the enum constant of this type with the specified name.
    -
    valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
    +
    valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
    Returns the enum constant of this type with the specified name.
    -
    values() - Static method in enum com.spotify.voyager.jni.Index.SpaceType
    +
    values() - Static method in enum com.spotify.voyager.jni.Index.SpaceType
    Returns an array containing the constants of this enum type, in the order they are declared.
    -
    values() - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
    +
    values() - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
    Returns an array containing the constants of this enum type, in the order they are declared.
    -

    W

    -
    -
    writeStringList(Iterable<String>, OutputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
    + + + +

    W

    +
    +
    writeStringList(Iterable<String>, OutputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
     
    -A C D E F G I J L M Q R S T U V W 
    All Classes and Interfaces|All Packages
    +A C D E F G I J L M Q R S T U V W 
    All Classes All Packages
    +
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

    + diff --git a/docs/java/index.html b/docs/java/index.html index 709eeb96..dc66bcd5 100644 --- a/docs/java/index.html +++ b/docs/java/index.html @@ -1,80 +1,177 @@ + - + Overview (voyager 2.0.9 API) - - - - + - + + - - + + + + + - - -
    -
    +
     
    + + -

    voyager 2.0.9 API

    -
    -
    Packages
    -
    -
    Package
    -
    Description
    -
    com.spotify.voyager
    -
    +
    + + + + + + + + + + + + + + + + + + + + +
    Packages 
    PackageDescription
    com.spotify.voyager
    Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector data.
    - -
    com.spotify.voyager.jni
    -
    +
    com.spotify.voyager.jni
    Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
    - -
    com.spotify.voyager.jni.utils
    -
     
    - +
    com.spotify.voyager.jni.utils 
    -
    -

    Copyright © 2024. All rights reserved.

    -
    + +

    Copyright © 2024. All rights reserved.

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          ").text(e.label)).appendTo(t)},_move:function(t,e){if(this.menu.element.is(":visible"))return this.menu.isFirstItem()&&/^previous/.test(t)||this.menu.isLastItem()&&/^next/.test(t)?(this.isMultiLine||this._value(this.term),void this.menu.blur()):void this.menu[t](e);this.search(null,e)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(t,e){this.isMultiLine&&!this.menu.element.is(":visible")||(this._move(t,e),e.preventDefault())},_isContentEditable:function(t){if(!t.length)return!1;var e=t.prop("contentEditable");return"inherit"===e?this._isContentEditable(t.parent()):"true"===e}}),x.extend(x.ui.autocomplete,{escapeRegex:function(t){return t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,e){var i=new RegExp(x.ui.autocomplete.escapeRegex(e),"i");return x.grep(t,function(t){return i.test(t.label||t.value||t)})}}),x.widget("ui.autocomplete",x.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(t){return t+(1").text(e))},100))}});x.ui.autocomplete}); \ No newline at end of file diff --git a/docs/java/legal/ASSEMBLY_EXCEPTION b/docs/java/legal/ASSEMBLY_EXCEPTION index 42966666..065b8d90 100644 --- a/docs/java/legal/ASSEMBLY_EXCEPTION +++ b/docs/java/legal/ASSEMBLY_EXCEPTION @@ -2,8 +2,8 @@ OPENJDK ASSEMBLY EXCEPTION The OpenJDK source code made available by Oracle America, Inc. (Oracle) at -openjdk.org ("OpenJDK Code") is distributed under the terms of the GNU -General Public License version 2 +openjdk.java.net ("OpenJDK Code") is distributed under the terms of the GNU +General Public License version 2 only ("GPL2"), with the following clarification and special exception. Linking this OpenJDK Code statically or dynamically with other code @@ -12,7 +12,7 @@ only ("GPL2"), with the following clarification and special exception. As a special exception, Oracle gives you permission to link this OpenJDK Code with certain code licensed by Oracle as indicated at - https://openjdk.org/legal/exception-modules-2007-05-08.html + http://openjdk.java.net/legal/exception-modules-2007-05-08.html ("Designated Exception Modules") to produce an executable, regardless of the license terms of the Designated Exception Modules, and to copy and distribute the resulting executable under GPL2, diff --git a/docs/java/legal/jszip.md b/docs/java/legal/jszip.md new file mode 100644 index 00000000..fad2cb15 --- /dev/null +++ b/docs/java/legal/jszip.md @@ -0,0 +1,653 @@ +## JSZip v3.7.1 + +JSZip is dual licensed. You may use it under the MIT license *or* the GPLv3 +license. + +### The MIT License +``` +Copyright (c) 2009-2016 Stuart Knightley, David Duponchel, Franz Buchinger, António Afonso + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. +``` + +### GPL version 3 +``` + + GNU GENERAL PUBLIC LICENSE + Version 3, 29 June 2007 + + Copyright (C) 2007 Free Software Foundation, Inc. + Everyone is permitted to copy and distribute verbatim copies + of this license document, but changing it is not allowed. + + Preamble + + The GNU General Public License is a free, copyleft license for +software and other kinds of works. + + The licenses for most software and other practical works are designed +to take away your freedom to share and change the works. By contrast, +the GNU General Public License is intended to guarantee your freedom to +share and change all versions of a program--to make sure it remains free +software for all its users. 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No Surrender of Others' Freedom. + + If conditions are imposed on you (whether by court order, agreement or +otherwise) that contradict the conditions of this License, they do not +excuse you from the conditions of this License. If you cannot convey a +covered work so as to satisfy simultaneously your obligations under this +License and any other pertinent obligations, then as a consequence you may +not convey it at all. For example, if you agree to terms that obligate you +to collect a royalty for further conveying from those to whom you convey +the Program, the only way you could satisfy both those terms and this +License would be to refrain entirely from conveying the Program. + + 13. Use with the GNU Affero General Public License. + + Notwithstanding any other provision of this License, you have +permission to link or combine any covered work with a work licensed +under version 3 of the GNU Affero General Public License into a single +combined work, and to convey the resulting work. The terms of this +License will continue to apply to the part which is the covered work, +but the special requirements of the GNU Affero General Public License, +section 13, concerning interaction through a network will apply to the +combination as such. + + 14. Revised Versions of this License. + + The Free Software Foundation may publish revised and/or new versions of +the GNU General Public License from time to time. Such new versions will +be similar in spirit to the present version, but may differ in detail to +address new problems or concerns. + + Each version is given a distinguishing version number. If the +Program specifies that a certain numbered version of the GNU General +Public License "or any later version" applies to it, you have the +option of following the terms and conditions either of that numbered +version or of any later version published by the Free Software +Foundation. If the Program does not specify a version number of the +GNU General Public License, you may choose any version ever published +by the Free Software Foundation. + + If the Program specifies that a proxy can decide which future +versions of the GNU General Public License can be used, that proxy's +public statement of acceptance of a version permanently authorizes you +to choose that version for the Program. + + Later license versions may give you additional or different +permissions. However, no additional obligations are imposed on any +author or copyright holder as a result of your choosing to follow a +later version. + + 15. Disclaimer of Warranty. + + THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY +APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT +HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY +OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, +THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR +PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM +IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF +ALL NECESSARY SERVICING, REPAIR OR CORRECTION. + + 16. Limitation of Liability. + + IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING +WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS +THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY +GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE +USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF +DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD +PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), +EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF +SUCH DAMAGES. + + 17. Interpretation of Sections 15 and 16. + + If the disclaimer of warranty and limitation of liability provided +above cannot be given local legal effect according to their terms, +reviewing courts shall apply local law that most closely approximates +an absolute waiver of all civil liability in connection with the +Program, unless a warranty or assumption of liability accompanies a +copy of the Program in return for a fee. + + END OF TERMS AND CONDITIONS +``` diff --git a/docs/java/legal/pako.md b/docs/java/legal/pako.md new file mode 100644 index 00000000..de339d89 --- /dev/null +++ b/docs/java/legal/pako.md @@ -0,0 +1,45 @@ +## Pako v1.0 + +### Pako License +
          +Copyright (C) 2014-2017 by Vitaly Puzrin and Andrei Tuputcyn
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in
+all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+THE SOFTWARE.
+(C) 1995-2013 Jean-loup Gailly and Mark Adler
+(C) 2014-2017 Vitaly Puzrin and Andrey Tupitsin
+
+This software is provided 'as-is', without any express or implied
+warranty. In no event will the authors be held liable for any damages
+arising from the use of this software.
+
+Permission is granted to anyone to use this software for any purpose,
+including commercial applications, and to alter it and redistribute it
+freely, subject to the following restrictions:
+
+1. The origin of this software must not be misrepresented; you must not
+claim that you wrote the original software. If you use this software
+in a product, an acknowledgment in the product documentation would be
+appreciated but is not required.
+2. Altered source versions must be plainly marked as such, and must not be
+ misrepresented as being the original software.
+3. This notice may not be removed or altered from any source distribution.
+
+
          + + diff --git a/docs/java/member-search-index.js b/docs/java/member-search-index.js index ba4091b2..63604fc7 100644 --- a/docs/java/member-search-index.js +++ b/docs/java/member-search-index.js @@ -1 +1 @@ -memberSearchIndex = [{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[])"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[], long)","u":"addItem(float[],long)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItem(String, float[])","u":"addItem(java.lang.String,float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItem(String, List)","u":"addItem(java.lang.String,java.util.List)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItems(float[][], int)","u":"addItems(float[][],int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItems(float[][], long[], int)","u":"addItems(float[][],long[],int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItems(Map>)","u":"addItems(java.util.Map)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"close()"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"close()"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"Cosine"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"distances"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"E4M3"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"Euclidean"},{"p":"com.spotify.voyager.jni.utils","c":"JniLibExtractor","l":"extractBinaries(String)","u":"extractBinaries(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"finalize()"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"Float32"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"Float8"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getDistance(int)"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"getDistances()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getDistances()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getEf()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getEfConstruction()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getIDs()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"getLabels()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getM()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getMaxElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"getMaxElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getName(int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getNames()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumDimensions()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"getNumElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getNumResults()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumThreads()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getSpace()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getVector(long)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"getVector(String)","u":"getVector(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getVectors(long[])"},{"p":"com.spotify.voyager.jni","c":"Index","l":"Index(Index.SpaceType, int)","u":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType)","u":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int,long,long,long,long,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"InnerProduct"},{"p":"com.spotify.voyager.jni.utils","c":"JniLibExtractor","l":"JniLibExtractor()","u":"%3Cinit%3E()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"labels"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(InputStream)","u":"load(java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(InputStream, Index.SpaceType, int, Index.StorageDataType)","u":"load(java.io.InputStream,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(InputStream, InputStream)","u":"load(java.io.InputStream,java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType)","u":"load(java.io.InputStream,java.io.InputStream,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(String)","u":"load(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(String, Index.SpaceType, int, Index.StorageDataType)","u":"load(java.lang.String,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(String, String)","u":"load(java.lang.String,java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(String, String, Index.SpaceType, int, 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Index.StorageDataType)","u":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int,long,long,long,long,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"TinyJson()","u":"%3Cinit%3E()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"toString()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"toString()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"unmarkDeleted(long)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"valueOf(String)","u":"valueOf(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"valueOf(String)","u":"valueOf(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"values()"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"values()"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"writeStringList(Iterable, OutputStream)","u":"writeStringList(java.lang.Iterable,java.io.OutputStream)"}];updateSearchResults(); \ No newline at end of file +memberSearchIndex = [{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[], long)","url":"addItem(float[],long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItem(String, float[])","url":"addItem(java.lang.String,float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItem(String, List)","url":"addItem(java.lang.String,java.util.List)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItems(float[][], int)","url":"addItems(float[][],int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItems(float[][], long[], int)","url":"addItems(float[][],long[],int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"addItems(Map>)","url":"addItems(java.util.Map)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"asBytes()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"close()"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"close()"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"Cosine"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"distances"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"E4M3"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"Euclidean"},{"p":"com.spotify.voyager.jni.utils","c":"JniLibExtractor","l":"extractBinaries(String)","url":"extractBinaries(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"finalize()"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"Float32"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"Float8"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getDistance(int)"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"getDistances()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getDistances()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getEf()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getEfConstruction()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getIDs()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"getLabels()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getM()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getMaxElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"getMaxElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getName(int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getNames()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumDimensions()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"getNumElements()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"getNumResults()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getNumThreads()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getSpace()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getVector(long)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"getVector(String)","url":"getVector(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"getVectors(long[])"},{"p":"com.spotify.voyager.jni","c":"Index","l":"Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType)","url":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int,long,long,long,long,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"Index(Index.SpaceType, int)","url":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"InnerProduct"},{"p":"com.spotify.voyager.jni.utils","c":"JniLibExtractor","l":"JniLibExtractor()","url":"%3Cinit%3E()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"labels"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(InputStream, Index.SpaceType, int, Index.StorageDataType)","url":"load(java.io.InputStream,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType)","url":"load(java.io.InputStream,java.io.InputStream,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(InputStream, InputStream)","url":"load(java.io.InputStream,java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(InputStream)","url":"load(java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(String, Index.SpaceType, int, Index.StorageDataType)","url":"load(java.lang.String,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(String, String, Index.SpaceType, int, Index.StorageDataType)","url":"load(java.lang.String,java.lang.String,com.spotify.voyager.jni.Index.SpaceType,int,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"load(String, String)","url":"load(java.lang.String,java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"load(String)","url":"load(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"markDeleted(long)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"query(float[], int, int)","url":"query(float[],int,int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[], int, long)","url":"query(float[],int,long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[], int)","url":"query(float[],int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"query(float[][], int, int, int)","url":"query(float[][],int,int,int)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[][], int, int, long)","url":"query(float[][],int,int,long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"query(float[][], int, int)","url":"query(float[][],int,int)"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"QueryResults(long[], float[])","url":"%3Cinit%3E(long[],float[])"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"QueryResults(String[], float[])","url":"%3Cinit%3E(java.lang.String[],float[])"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"readStringList(InputStream)","url":"readStringList(java.io.InputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"resizeIndex(long)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"resizeIndex(long)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(OutputStream, OutputStream)","url":"saveIndex(java.io.OutputStream,java.io.OutputStream)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"saveIndex(OutputStream)","url":"saveIndex(java.io.OutputStream)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(String, String, String)","url":"saveIndex(java.lang.String,java.lang.String,java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"saveIndex(String)","url":"saveIndex(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"saveIndex(String)","url":"saveIndex(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"setEf(long)"},{"p":"com.spotify.voyager.jni","c":"Index","l":"setNumThreads(int)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType)","url":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int,long,long,long,long,com.spotify.voyager.jni.Index.StorageDataType)"},{"p":"com.spotify.voyager.jni","c":"StringIndex","l":"StringIndex(Index.SpaceType, int)","url":"%3Cinit%3E(com.spotify.voyager.jni.Index.SpaceType,int)"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"TinyJson()","url":"%3Cinit%3E()"},{"p":"com.spotify.voyager.jni","c":"Index.QueryResults","l":"toString()"},{"p":"com.spotify.voyager.jni","c":"StringIndex.QueryResults","l":"toString()"},{"p":"com.spotify.voyager.jni","c":"Index","l":"unmarkDeleted(long)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"valueOf(String)","url":"valueOf(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"valueOf(String)","url":"valueOf(java.lang.String)"},{"p":"com.spotify.voyager.jni","c":"Index.SpaceType","l":"values()"},{"p":"com.spotify.voyager.jni","c":"Index.StorageDataType","l":"values()"},{"p":"com.spotify.voyager.jni.utils","c":"TinyJson","l":"writeStringList(Iterable, OutputStream)","url":"writeStringList(java.lang.Iterable,java.io.OutputStream)"}] \ No newline at end of file diff --git a/docs/java/member-search-index.zip 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index d7e3dfcb..929e37b5 100644 --- a/docs/java/overview-summary.html +++ b/docs/java/overview-summary.html @@ -1,21 +1,18 @@ + - + voyager 2.0.9 API - - - - - - + + - +
          -
          -

          Copyright © 2024. All rights reserved.

          -
          + +

          Copyright © 2024. All rights reserved.

          + diff --git a/docs/java/package-search-index.js b/docs/java/package-search-index.js index 1cbb9a98..41002eac 100644 --- a/docs/java/package-search-index.js +++ b/docs/java/package-search-index.js @@ -1 +1 @@ -packageSearchIndex = [{"l":"All Packages","u":"allpackages-index.html"},{"l":"com.spotify.voyager"},{"l":"com.spotify.voyager.jni"},{"l":"com.spotify.voyager.jni.utils"}];updateSearchResults(); \ No newline at end of file +packageSearchIndex = [{"l":"All Packages","url":"allpackages-index.html"},{"l":"com.spotify.voyager"},{"l":"com.spotify.voyager.jni"},{"l":"com.spotify.voyager.jni.utils"}] \ No newline at end of file diff --git a/docs/java/package-search-index.zip b/docs/java/package-search-index.zip index 6ec2b106297237720dbaad35ca5bd8d1812f9c19..b9df3b2cbef0559df64fbc31f257cb9d047f0cbc 100644 GIT binary patch delta 30 icmey#_>++@z?+#xgn@&DgMp`xF>)f`EEX`m#uor>AO~Oo delta 30 icmey#_>++@z?+#xgn@&DgTcKwFnl84EEX`m#uos1-UyHY diff --git a/docs/java/script.js b/docs/java/script.js index 8b9691a1..7dc93c48 100644 --- a/docs/java/script.js +++ b/docs/java/script.js @@ -1,5 +1,5 @@ /* - * Copyright (c) 2013, 2023, Oracle and/or its affiliates. All rights reserved. + * Copyright (c) 2013, 2018, Oracle and/or its affiliates. All rights reserved. * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER. * * This code is free software; you can redistribute it and/or modify it @@ -28,22 +28,83 @@ var packageSearchIndex; var typeSearchIndex; var memberSearchIndex; var tagSearchIndex; - -var oddRowColor = "odd-row-color"; -var evenRowColor = "even-row-color"; -var sortAsc = "sort-asc"; -var sortDesc = "sort-desc"; -var tableTab = "table-tab"; -var activeTableTab = "active-table-tab"; - function loadScripts(doc, tag) { + createElem(doc, tag, 'jquery/jszip/dist/jszip.js'); + createElem(doc, tag, 'jquery/jszip-utils/dist/jszip-utils.js'); + if (window.navigator.userAgent.indexOf('MSIE ') > 0 || window.navigator.userAgent.indexOf('Trident/') > 0 || + window.navigator.userAgent.indexOf('Edge/') > 0) { + createElem(doc, tag, 'jquery/jszip-utils/dist/jszip-utils-ie.js'); + } createElem(doc, tag, 'search.js'); - createElem(doc, tag, 'module-search-index.js'); - createElem(doc, tag, 'package-search-index.js'); - createElem(doc, tag, 'type-search-index.js'); - createElem(doc, tag, 'member-search-index.js'); - createElem(doc, tag, 'tag-search-index.js'); + $.get(pathtoroot + "module-search-index.zip") + .done(function() { + JSZipUtils.getBinaryContent(pathtoroot + "module-search-index.zip", function(e, data) { + JSZip.loadAsync(data).then(function(zip){ + zip.file("module-search-index.json").async("text").then(function(content){ + moduleSearchIndex = JSON.parse(content); + }); + }); + }); + }); + $.get(pathtoroot + "package-search-index.zip") + .done(function() { + JSZipUtils.getBinaryContent(pathtoroot + "package-search-index.zip", function(e, data) { + JSZip.loadAsync(data).then(function(zip){ + zip.file("package-search-index.json").async("text").then(function(content){ + packageSearchIndex = JSON.parse(content); + }); + }); + }); + }); + $.get(pathtoroot + "type-search-index.zip") + .done(function() { + JSZipUtils.getBinaryContent(pathtoroot + "type-search-index.zip", function(e, data) { + JSZip.loadAsync(data).then(function(zip){ + zip.file("type-search-index.json").async("text").then(function(content){ + typeSearchIndex = JSON.parse(content); + }); + }); + }); + }); + $.get(pathtoroot + "member-search-index.zip") + .done(function() { + JSZipUtils.getBinaryContent(pathtoroot + "member-search-index.zip", function(e, data) { + JSZip.loadAsync(data).then(function(zip){ + zip.file("member-search-index.json").async("text").then(function(content){ + memberSearchIndex = JSON.parse(content); + }); + }); + }); + }); + $.get(pathtoroot + "tag-search-index.zip") + .done(function() { + JSZipUtils.getBinaryContent(pathtoroot + "tag-search-index.zip", function(e, data) { + JSZip.loadAsync(data).then(function(zip){ + zip.file("tag-search-index.json").async("text").then(function(content){ + tagSearchIndex = JSON.parse(content); + }); + }); + }); + }); + if (!moduleSearchIndex) { + createElem(doc, tag, 'module-search-index.js'); + } + if (!packageSearchIndex) { + createElem(doc, tag, 'package-search-index.js'); + } + if (!typeSearchIndex) { + createElem(doc, tag, 'type-search-index.js'); + } + if (!memberSearchIndex) { + createElem(doc, tag, 'member-search-index.js'); + } + if (!tagSearchIndex) { + createElem(doc, tag, 'tag-search-index.js'); + } + $(window).resize(function() { + $('.navPadding').css('padding-top', $('.fixedNav').css("height")); + }); } function createElem(doc, tag, path) { @@ -53,201 +114,36 @@ function createElem(doc, tag, path) { scriptElement.parentNode.insertBefore(script, scriptElement); } -// Helper for making content containing release names comparable lexicographically -function makeComparable(s) { - return s.toLowerCase().replace(/(\d+)/g, - function(n, m) { - return ("000" + m).slice(-4); - }); -} - -// Switches between two styles depending on a condition -function toggleStyle(classList, condition, trueStyle, falseStyle) { - if (condition) { - classList.remove(falseStyle); - classList.add(trueStyle); - } else { - classList.remove(trueStyle); - classList.add(falseStyle); - } -} - -// Sorts the rows in a table lexicographically by the content of a specific column -function sortTable(header, columnIndex, columns) { - var container = header.parentElement; - var descending = header.classList.contains(sortAsc); - container.querySelectorAll("div.table-header").forEach( - function(header) { - header.classList.remove(sortAsc); - header.classList.remove(sortDesc); +function show(type) { + count = 0; + for (var key in data) { + var row = document.getElementById(key); + if ((data[key] & type) !== 0) { + row.style.display = ''; + row.className = (count++ % 2) ? rowColor : altColor; } - ) - var cells = container.children; - var rows = []; - for (var i = columns; i < cells.length; i += columns) { - rows.push(Array.prototype.slice.call(cells, i, i + columns)); + else + row.style.display = 'none'; } - var comparator = function(a, b) { - var ka = makeComparable(a[columnIndex].textContent); - var kb = makeComparable(b[columnIndex].textContent); - if (ka < kb) - return descending ? 1 : -1; - if (ka > kb) - return descending ? -1 : 1; - return 0; - }; - var sorted = rows.sort(comparator); - var visible = 0; - sorted.forEach(function(row) { - if (row[0].style.display !== 'none') { - var isEvenRow = visible++ % 2 === 0; - } - row.forEach(function(cell) { - toggleStyle(cell.classList, isEvenRow, evenRowColor, oddRowColor); - container.appendChild(cell); - }) - }); - toggleStyle(header.classList, descending, sortDesc, sortAsc); + updateTabs(type); } -// Toggles the visibility of a table category in all tables in a page -function toggleGlobal(checkbox, selected, columns) { - var display = checkbox.checked ? '' : 'none'; - document.querySelectorAll("div.table-tabs").forEach(function(t) { - var id = t.parentElement.getAttribute("id"); - var selectedClass = id + "-tab" + selected; - // if selected is empty string it selects all uncategorized entries - var selectUncategorized = !Boolean(selected); - var visible = 0; - document.querySelectorAll('div.' + id) - .forEach(function(elem) { - if (selectUncategorized) { - if (elem.className.indexOf(selectedClass) === -1) { - elem.style.display = display; - } - } else if (elem.classList.contains(selectedClass)) { - elem.style.display = display; - } - if (elem.style.display === '') { - var isEvenRow = visible++ % (columns * 2) < columns; - toggleStyle(elem.classList, isEvenRow, evenRowColor, oddRowColor); - } - }); - var displaySection = visible === 0 ? 'none' : ''; - t.parentElement.style.display = displaySection; - document.querySelector("li#contents-" + id).style.display = displaySection; - }) -} - -// Shows the elements of a table belonging to a specific category -function show(tableId, selected, columns) { - if (tableId !== selected) { - document.querySelectorAll('div.' + tableId + ':not(.' + selected + ')') - .forEach(function(elem) { - elem.style.display = 'none'; - }); - } - document.querySelectorAll('div.' + selected) - .forEach(function(elem, index) { - elem.style.display = ''; - var isEvenRow = index % (columns * 2) < columns; - toggleStyle(elem.classList, isEvenRow, evenRowColor, oddRowColor); - }); - updateTabs(tableId, selected); -} - -function updateTabs(tableId, selected) { - document.querySelector('div#' + tableId +' .summary-table') - .setAttribute('aria-labelledby', selected); - document.querySelectorAll('button[id^="' + tableId + '"]') - .forEach(function(tab, index) { - if (selected === tab.id || (tableId === selected && index === 0)) { - tab.className = activeTableTab; - tab.setAttribute('aria-selected', true); - tab.setAttribute('tabindex',0); - } else { - tab.className = tableTab; - tab.setAttribute('aria-selected', false); - tab.setAttribute('tabindex',-1); - } - }); -} - -function switchTab(e) { - var selected = document.querySelector('[aria-selected=true]'); - if (selected) { - if ((e.keyCode === 37 || e.keyCode === 38) && selected.previousSibling) { - // left or up arrow key pressed: move focus to previous tab - selected.previousSibling.click(); - selected.previousSibling.focus(); - e.preventDefault(); - } else if ((e.keyCode === 39 || e.keyCode === 40) && selected.nextSibling) { - // right or down arrow key pressed: move focus to next tab - selected.nextSibling.click(); - selected.nextSibling.focus(); - e.preventDefault(); +function updateTabs(type) { + for (var value in tabs) { + var sNode = document.getElementById(tabs[value][0]); + var spanNode = sNode.firstChild; + if (value == type) { + sNode.className = activeTableTab; + spanNode.innerHTML = tabs[value][1]; + } + else { + sNode.className = tableTab; + spanNode.innerHTML = "" + tabs[value][1] + ""; } } } -var updateSearchResults = function() {}; - -function indexFilesLoaded() { - return moduleSearchIndex - && packageSearchIndex - && typeSearchIndex - && memberSearchIndex - && tagSearchIndex; -} -// Copy the contents of the local snippet to the clipboard -function copySnippet(button) { - copyToClipboard(button.nextElementSibling.innerText); - switchCopyLabel(button, button.firstElementChild); -} -function copyToClipboard(content) { - var textarea = document.createElement("textarea"); - textarea.style.height = 0; - document.body.appendChild(textarea); - textarea.value = content; - textarea.select(); - document.execCommand("copy"); - document.body.removeChild(textarea); +function updateModuleFrame(pFrame, cFrame) { + top.packageFrame.location = pFrame; + top.classFrame.location = cFrame; } -function switchCopyLabel(button, span) { - var copied = span.getAttribute("data-copied"); - button.classList.add("visible"); - var initialLabel = span.innerHTML; - span.innerHTML = copied; - setTimeout(function() { - button.classList.remove("visible"); - setTimeout(function() { - if (initialLabel !== copied) { - span.innerHTML = initialLabel; - } - }, 100); - }, 1900); -} -// Workaround for scroll position not being included in browser history (8249133) -document.addEventListener("DOMContentLoaded", function(e) { - var contentDiv = document.querySelector("div.flex-content"); - window.addEventListener("popstate", function(e) { - if (e.state !== null) { - contentDiv.scrollTop = e.state; - } - }); - window.addEventListener("hashchange", function(e) { - history.replaceState(contentDiv.scrollTop, document.title); - }); - var timeoutId; - contentDiv.addEventListener("scroll", function(e) { - if (timeoutId) { - clearTimeout(timeoutId); - } - timeoutId = setTimeout(function() { - history.replaceState(contentDiv.scrollTop, document.title); - }, 100); - }); - if (!location.hash) { - history.replaceState(contentDiv.scrollTop, document.title); - } -}); diff --git a/docs/java/search.html b/docs/java/search.html index 8693ece1..22515698 100644 --- a/docs/java/search.html +++ b/docs/java/search.html @@ -1,11 +1,11 @@ - + Search (voyager 2.0.9 API) - + diff --git a/docs/java/search.js b/docs/java/search.js index 7673397e..8492271e 100644 --- a/docs/java/search.js +++ b/docs/java/search.js @@ -1,5 +1,5 @@ /* - * Copyright (c) 2015, 2023, Oracle and/or its affiliates. All rights reserved. + * Copyright (c) 2015, 2018, Oracle and/or its affiliates. All rights reserved. * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER. * * This code is free software; you can redistribute it and/or modify it @@ -22,356 +22,120 @@ * or visit www.oracle.com if you need additional information or have any * questions. */ -"use strict"; -const messages = { - enterTerm: "Enter a search term", - noResult: "No results found", - oneResult: "Found one result", - manyResults: "Found {0} results", - loading: "Loading search index...", - searching: "Searching...", - redirecting: "Redirecting to first result...", - linkIcon: "Link icon", - linkToSection: "Link to this section" -} -const categories = { - modules: "Modules", - packages: "Packages", - types: "Types", - members: "Members", - searchTags: "Search Tags" -}; -const highlight = "$&"; -const NO_MATCH = {}; -const MAX_RESULTS = 300; -function checkUnnamed(name, separator) { - return name === "" || !name ? "" : name + separator; -} -function escapeHtml(str) { - return str.replace(//g, ">"); -} -function getHighlightedText(str, boundaries, from, to) { - var start = from; - var text = ""; - for (var i = 0; i < boundaries.length; i += 2) { - var b0 = boundaries[i]; - var b1 = boundaries[i + 1]; - if (b0 >= to || b1 <= from) { - continue; - } - text += escapeHtml(str.slice(start, Math.max(start, b0))); - text += ""; - text += escapeHtml(str.slice(Math.max(start, b0), Math.min(to, b1))); - text += ""; - start = Math.min(to, b1); + +var noResult = {l: "No results found"}; +var catModules = "Modules"; +var catPackages = "Packages"; +var catTypes = "Types"; +var catMembers = "Members"; +var catSearchTags = "SearchTags"; +var highlight = "$&"; +var camelCaseRegexp = ""; +var secondaryMatcher = ""; +function getHighlightedText(item) { + var ccMatcher = new RegExp(camelCaseRegexp); + var label = item.replace(ccMatcher, highlight); + if (label === item) { + label = item.replace(secondaryMatcher, highlight); } - text += escapeHtml(str.slice(start, to)); - return text; + return label; } -function getURLPrefix(item, category) { - var urlPrefix = ""; - var slash = "/"; - if (category === "modules") { - return item.l + slash; - } else if (category === "packages" && item.m) { - return item.m + slash; - } else if (category === "types" || category === "members") { - if (item.m) { - urlPrefix = item.m + slash; - } else { - $.each(packageSearchIndex, function(index, it) { - if (it.m && item.p === it.l) { - urlPrefix = it.m + slash; +function getURLPrefix(ui) { + var urlPrefix=""; + if (useModuleDirectories) { + var slash = "/"; + if (ui.item.category === catModules) { + return ui.item.l + slash; + } else if (ui.item.category === catPackages && ui.item.m) { + return ui.item.m + slash; + } else if ((ui.item.category === catTypes && ui.item.p) || ui.item.category === catMembers) { + $.each(packageSearchIndex, function(index, item) { + if (item.m && ui.item.p == item.l) { + urlPrefix = item.m + slash; } }); - } - } - return urlPrefix; -} -function getURL(item, category) { - if (item.url) { - return item.url; - } - var url = getURLPrefix(item, category); - if (category === "modules") { - url += "module-summary.html"; - } else if (category === "packages") { - if (item.u) { - url = item.u; - } else { - url += item.l.replace(/\./g, '/') + "/package-summary.html"; - } - } else if (category === "types") { - if (item.u) { - url = item.u; + return urlPrefix; } else { - url += checkUnnamed(item.p, "/").replace(/\./g, '/') + item.l + ".html"; + return urlPrefix; } - } else if (category === "members") { - url += checkUnnamed(item.p, "/").replace(/\./g, '/') + item.c + ".html" + "#"; - if (item.u) { - url += item.u; - } else { - url += item.l; - } - } else if (category === "searchTags") { - url += item.u; } - item.url = url; - return url; + return urlPrefix; } -function createMatcher(term, camelCase) { - if (camelCase && !isUpperCase(term)) { - return null; // no need for camel-case matcher for lower case query - } - var pattern = ""; - var upperCase = []; - term.trim().split(/\s+/).forEach(function(w, index, array) { - var tokens = w.split(/(?=[A-Z,.()<>?[\/])/); - for (var i = 0; i < tokens.length; i++) { - var s = tokens[i]; - // ',' and '?' are the only delimiters commonly followed by space in java signatures - pattern += "(" + $.ui.autocomplete.escapeRegex(s).replace(/[,?]/g, "$&\\s*?") + ")"; - upperCase.push(false); - var isWordToken = /\w$/.test(s); - if (isWordToken) { - if (i === tokens.length - 1 && index < array.length - 1) { - // space in query string matches all delimiters - pattern += "(.*?)"; - upperCase.push(isUpperCase(s[0])); - } else { - if (!camelCase && isUpperCase(s) && s.length === 1) { - pattern += "()"; - } else { - pattern += "([a-z0-9$<>?[\\]]*?)"; - } - upperCase.push(isUpperCase(s[0])); - } - } else { - pattern += "()"; - upperCase.push(false); - } +var watermark = 'Search'; +$(function() { + $("#search").val(''); + $("#search").prop("disabled", false); + $("#reset").prop("disabled", false); + $("#search").val(watermark).addClass('watermark'); + $("#search").blur(function() { + if ($(this).val().length == 0) { + $(this).val(watermark).addClass('watermark'); } }); - var re = new RegExp(pattern, "gi"); - re.upperCase = upperCase; - return re; -} -function findMatch(matcher, input, startOfName, endOfName) { - var from = startOfName; - matcher.lastIndex = from; - var match = matcher.exec(input); - // Expand search area until we get a valid result or reach the beginning of the string - while (!match || match.index + match[0].length < startOfName || endOfName < match.index) { - if (from === 0) { - return NO_MATCH; - } - from = input.lastIndexOf(".", from - 2) + 1; - matcher.lastIndex = from; - match = matcher.exec(input); - } - var boundaries = []; - var matchEnd = match.index + match[0].length; - var score = 5; - var start = match.index; - var prevEnd = -1; - for (var i = 1; i < match.length; i += 2) { - var isUpper = isUpperCase(input[start]); - var isMatcherUpper = matcher.upperCase[i]; - // capturing groups come in pairs, match and non-match - boundaries.push(start, start + match[i].length); - // make sure groups are anchored on a left word boundary - var prevChar = input[start - 1] || ""; - var nextChar = input[start + 1] || ""; - if (start !== 0 && !/[\W_]/.test(prevChar) && !/[\W_]/.test(input[start])) { - if (isUpper && (isLowerCase(prevChar) || isLowerCase(nextChar))) { - score -= 0.1; - } else if (isMatcherUpper && start === prevEnd) { - score -= isUpper ? 0.1 : 1.0; - } else { - return NO_MATCH; - } - } - prevEnd = start + match[i].length; - start += match[i].length + match[i + 1].length; - - // lower score for parts of the name that are missing - if (match[i + 1] && prevEnd < endOfName) { - score -= rateNoise(match[i + 1]); - } - } - // lower score if a type name contains unmatched camel-case parts - if (input[matchEnd - 1] !== "." && endOfName > matchEnd) - score -= rateNoise(input.slice(matchEnd, endOfName)); - score -= rateNoise(input.slice(0, Math.max(startOfName, match.index))); - - if (score <= 0) { - return NO_MATCH; - } - return { - input: input, - score: score, - boundaries: boundaries - }; -} -function isUpperCase(s) { - return s !== s.toLowerCase(); -} -function isLowerCase(s) { - return s !== s.toUpperCase(); -} -function rateNoise(str) { - return (str.match(/([.(])/g) || []).length / 5 - + (str.match(/([A-Z]+)/g) || []).length / 10 - + str.length / 20; -} -function doSearch(request, response) { - var term = request.term.trim(); - var maxResults = request.maxResults || MAX_RESULTS; - if (term.length === 0) { - return this.close(); - } - var matcher = { - plainMatcher: createMatcher(term, false), - camelCaseMatcher: createMatcher(term, true) - } - var indexLoaded = indexFilesLoaded(); - - function getPrefix(item, category) { - switch (category) { - case "packages": - return checkUnnamed(item.m, "/"); - case "types": - return checkUnnamed(item.p, "."); - case "members": - return checkUnnamed(item.p, ".") + item.c + "."; - default: - return ""; - } - } - function useQualifiedName(category) { - switch (category) { - case "packages": - return /[\s/]/.test(term); - case "types": - case "members": - return /[\s.]/.test(term); - default: - return false; - } - } - function searchIndex(indexArray, category) { - var matches = []; - if (!indexArray) { - if (!indexLoaded) { - matches.push({ l: messages.loading, category: category }); - } - return matches; - } - $.each(indexArray, function (i, item) { - var prefix = getPrefix(item, category); - var simpleName = item.l; - var qualifiedName = prefix + simpleName; - var useQualified = useQualifiedName(category); - var input = useQualified ? qualifiedName : simpleName; - var startOfName = useQualified ? prefix.length : 0; - var endOfName = category === "members" && input.indexOf("(", startOfName) > -1 - ? input.indexOf("(", startOfName) : input.length; - var m = findMatch(matcher.plainMatcher, input, startOfName, endOfName); - if (m === NO_MATCH && matcher.camelCaseMatcher) { - m = findMatch(matcher.camelCaseMatcher, input, startOfName, endOfName); - } - if (m !== NO_MATCH) { - m.indexItem = item; - m.prefix = prefix; - m.category = category; - if (!useQualified) { - m.input = qualifiedName; - m.boundaries = m.boundaries.map(function(b) { - return b + prefix.length; - }); - } - matches.push(m); - } - return true; - }); - return matches.sort(function(e1, e2) { - return e2.score - e1.score; - }).slice(0, maxResults); - } - - var result = searchIndex(moduleSearchIndex, "modules") - .concat(searchIndex(packageSearchIndex, "packages")) - .concat(searchIndex(typeSearchIndex, "types")) - .concat(searchIndex(memberSearchIndex, "members")) - .concat(searchIndex(tagSearchIndex, "searchTags")); - - if (!indexLoaded) { - updateSearchResults = function() { - doSearch(request, response); + $("#search").on('click keydown', function() { + if ($(this).val() == watermark) { + $(this).val('').removeClass('watermark'); } - } else { - updateSearchResults = function() {}; - } - response(result); -} -// JQuery search menu implementation + }); + $("#reset").click(function() { + $("#search").val(''); + $("#search").focus(); + }); + $("#search").focus(); + $("#search")[0].setSelectionRange(0, 0); +}); $.widget("custom.catcomplete", $.ui.autocomplete, { _create: function() { this._super(); - this.widget().menu("option", "items", "> .result-item"); - // workaround for search result scrolling - this.menu._scrollIntoView = function _scrollIntoView( item ) { - var borderTop, paddingTop, offset, scroll, elementHeight, itemHeight; - if ( this._hasScroll() ) { - borderTop = parseFloat( $.css( this.activeMenu[ 0 ], "borderTopWidth" ) ) || 0; - paddingTop = parseFloat( $.css( this.activeMenu[ 0 ], "paddingTop" ) ) || 0; - offset = item.offset().top - this.activeMenu.offset().top - borderTop - paddingTop; - scroll = this.activeMenu.scrollTop(); - elementHeight = this.activeMenu.height() - 26; - itemHeight = item.outerHeight(); - - if ( offset < 0 ) { - this.activeMenu.scrollTop( scroll + offset ); - } else if ( offset + itemHeight > elementHeight ) { - this.activeMenu.scrollTop( scroll + offset - elementHeight + itemHeight ); - } - } - }; + this.widget().menu("option", "items", "> :not(.ui-autocomplete-category)"); }, _renderMenu: function(ul, items) { - var currentCategory = ""; - var widget = this; - widget.menu.bindings = $(); + var rMenu = this, + currentCategory = ""; + rMenu.menu.bindings = $(); $.each(items, function(index, item) { - if (item.category && item.category !== currentCategory) { - ul.append("
        • " + categories[item.category] + "
          • "); + var li; + if (item.l !== noResult.l && item.category !== currentCategory) { + ul.append("
        • " + item.category + "
          • "); currentCategory = item.category; } - var li = widget._renderItemData(ul, item); + li = rMenu._renderItemData(ul, item); if (item.category) { - li.attr("aria-label", categories[item.category] + " : " + item.l); + li.attr("aria-label", item.category + " : " + item.l); + li.attr("class", "resultItem"); } else { li.attr("aria-label", item.l); + li.attr("class", "resultItem"); } - li.attr("class", "result-item"); }); - ul.append("
        • Go to search page
          • "); }, _renderItem: function(ul, item) { + var label = ""; + if (item.category === catModules) { + label = getHighlightedText(item.l); + } else if (item.category === catPackages) { + label = (item.m) + ? getHighlightedText(item.m + "/" + item.l) + : getHighlightedText(item.l); + } else if (item.category === catTypes) { + label = (item.p) + ? getHighlightedText(item.p + "." + item.l) + : getHighlightedText(item.l); + } else if (item.category === catMembers) { + label = getHighlightedText(item.p + "." + (item.c + "." + item.l)); + } else if (item.category === catSearchTags) { + label = getHighlightedText(item.l); + } else { + label = item.l; + } var li = $("
        • ").appendTo(ul); var div = $("
          ").appendTo(li); - var label = item.l - ? item.l - : getHighlightedText(item.input, item.boundaries, 0, item.input.length); - var idx = item.indexItem; - if (item.category === "searchTags" && idx && idx.h) { - if (idx.d) { - div.html(label + " (" + idx.h + ")
          " - + idx.d + "
          "); + if (item.category === catSearchTags) { + if (item.d) { + div.html(label + " (" + item.h + ")
          " + + item.d + "
          "); } else { - div.html(label + " (" + idx.h + ")"); + div.html(label + " (" + item.h + ")"); } } else { div.html(label); @@ -380,79 +144,183 @@ $.widget("custom.catcomplete", $.ui.autocomplete, { } }); $(function() { - var expanded = false; - var windowWidth; - function collapse() { - if (expanded) { - $("div#navbar-top").removeAttr("style"); - $("button#navbar-toggle-button") - .removeClass("expanded") - .attr("aria-expanded", "false"); - expanded = false; - } - } - $("button#navbar-toggle-button").click(function (e) { - if (expanded) { - collapse(); - } else { - var navbar = $("div#navbar-top"); - navbar.height(navbar.prop("scrollHeight")); - $("button#navbar-toggle-button") - .addClass("expanded") - .attr("aria-expanded", "true"); - expanded = true; - windowWidth = window.innerWidth; - } - }); - $("ul.sub-nav-list-small li a").click(collapse); - $("input#search-input").focus(collapse); - $("main").click(collapse); - $("section[id] > :header, :header[id], :header:has(a[id])").each(function(idx, el) { - // Create anchor links for headers with an associated id attribute - var hdr = $(el); - var id = hdr.attr("id") || hdr.parent("section").attr("id") || hdr.children("a").attr("id"); - if (id) { - hdr.append(" " + messages.linkIcon +""); - } - }); - $(window).on("orientationchange", collapse).on("resize", function(e) { - if (expanded && windowWidth !== window.innerWidth) collapse(); - }); - var search = $("#search-input"); - var reset = $("#reset-button"); - search.catcomplete({ + $("#search").catcomplete({ minLength: 1, - delay: 200, - source: doSearch, + delay: 100, + source: function(request, response) { + var result = new Array(); + var presult = new Array(); + var tresult = new Array(); + var mresult = new Array(); + var tgresult = new Array(); + var secondaryresult = new Array(); + var displayCount = 0; + var exactMatcher = new RegExp("^" + $.ui.autocomplete.escapeRegex(request.term) + "$", "i"); + camelCaseRegexp = ($.ui.autocomplete.escapeRegex(request.term)).split(/(?=[A-Z])/).join("([a-z0-9_$]*?)"); + var camelCaseMatcher = new RegExp("^" + camelCaseRegexp); + secondaryMatcher = new RegExp($.ui.autocomplete.escapeRegex(request.term), "i"); + + // Return the nested innermost name from the specified object + function nestedName(e) { + return e.l.substring(e.l.lastIndexOf(".") + 1); + } + + function concatResults(a1, a2) { + a1 = a1.concat(a2); + a2.length = 0; + return a1; + } + + if (moduleSearchIndex) { + var mdleCount = 0; + $.each(moduleSearchIndex, function(index, item) { + item.category = catModules; + if (exactMatcher.test(item.l)) { + result.push(item); + mdleCount++; + } else if (camelCaseMatcher.test(item.l)) { + result.push(item); + } else if (secondaryMatcher.test(item.l)) { + secondaryresult.push(item); + } + }); + displayCount = mdleCount; + result = concatResults(result, secondaryresult); + } + if (packageSearchIndex) { + var pCount = 0; + var pkg = ""; + $.each(packageSearchIndex, function(index, item) { + item.category = catPackages; + pkg = (item.m) + ? (item.m + "/" + item.l) + : item.l; + if (exactMatcher.test(item.l)) { + presult.push(item); + pCount++; + } else if (camelCaseMatcher.test(pkg)) { + presult.push(item); + } else if (secondaryMatcher.test(pkg)) { + secondaryresult.push(item); + } + }); + result = result.concat(concatResults(presult, secondaryresult)); + displayCount = (pCount > displayCount) ? pCount : displayCount; + } + if (typeSearchIndex) { + var tCount = 0; + $.each(typeSearchIndex, function(index, item) { + item.category = catTypes; + var s = nestedName(item); + if (exactMatcher.test(s)) { + tresult.push(item); + tCount++; + } else if (camelCaseMatcher.test(s)) { + tresult.push(item); + } else if (secondaryMatcher.test(item.p + "." + item.l)) { + secondaryresult.push(item); + } + }); + result = result.concat(concatResults(tresult, secondaryresult)); + displayCount = (tCount > displayCount) ? tCount : displayCount; + } + if (memberSearchIndex) { + var mCount = 0; + $.each(memberSearchIndex, function(index, item) { + item.category = catMembers; + var s = nestedName(item); + if (exactMatcher.test(s)) { + mresult.push(item); + mCount++; + } else if (camelCaseMatcher.test(s)) { + mresult.push(item); + } else if (secondaryMatcher.test(item.c + "." + item.l)) { + secondaryresult.push(item); + } + }); + result = result.concat(concatResults(mresult, secondaryresult)); + displayCount = (mCount > displayCount) ? mCount : displayCount; + } + if (tagSearchIndex) { + var tgCount = 0; + $.each(tagSearchIndex, function(index, item) { + item.category = catSearchTags; + if (exactMatcher.test(item.l)) { + tgresult.push(item); + tgCount++; + } else if (secondaryMatcher.test(item.l)) { + secondaryresult.push(item); + } + }); + result = result.concat(concatResults(tgresult, secondaryresult)); + displayCount = (tgCount > displayCount) ? tgCount : displayCount; + } + displayCount = (displayCount > 500) ? displayCount : 500; + var counter = function() { + var count = {Modules: 0, Packages: 0, Types: 0, Members: 0, SearchTags: 0}; + var f = function(item) { + count[item.category] += 1; + return (count[item.category] <= displayCount); + }; + return f; + }(); + response(result.filter(counter)); + }, response: function(event, ui) { if (!ui.content.length) { - ui.content.push({ l: messages.noResult }); + ui.content.push(noResult); } else { - $("#search-input").empty(); + $("#search").empty(); } }, autoFocus: true, - focus: function(event, ui) { - return false; - }, position: { collision: "flip" }, select: function(event, ui) { - if (ui.item.indexItem) { - var url = getURL(ui.item.indexItem, ui.item.category); - window.location.href = pathtoroot + url; - $("#search-input").focus(); + if (ui.item.l !== noResult.l) { + var url = getURLPrefix(ui); + if (ui.item.category === catModules) { + if (useModuleDirectories) { + url += "module-summary.html"; + } else { + url = ui.item.l + "-summary.html"; + } + } else if (ui.item.category === catPackages) { + if (ui.item.url) { + url = ui.item.url; + } else { + url += ui.item.l.replace(/\./g, '/') + "/package-summary.html"; + } + } else if (ui.item.category === catTypes) { + if (ui.item.url) { + url = ui.item.url; + } else if (ui.item.p === "") { + url += ui.item.l + ".html"; + } else { + url += ui.item.p.replace(/\./g, '/') + "/" + ui.item.l + ".html"; + } + } else if (ui.item.category === catMembers) { + if (ui.item.p === "") { + url += ui.item.c + ".html" + "#"; + } else { + url += ui.item.p.replace(/\./g, '/') + "/" + ui.item.c + ".html" + "#"; + } + if (ui.item.url) { + url += ui.item.url; + } else { + url += ui.item.l; + } + } else if (ui.item.category === catSearchTags) { + url += ui.item.u; + } + if (top !== window) { + parent.classFrame.location = pathtoroot + url; + } else { + window.location.href = pathtoroot + url; + } + $("#search").focus(); } } }); - search.val(''); - search.prop("disabled", false); - reset.prop("disabled", false); - reset.click(function() { - search.val('').focus(); - }); - search.focus(); }); diff --git a/docs/java/stylesheet.css b/docs/java/stylesheet.css index f71489f8..de945eda 100644 --- a/docs/java/stylesheet.css +++ b/docs/java/stylesheet.css @@ -1,76 +1,21 @@ -/* +/* * Javadoc style sheet */ @import url('resources/fonts/dejavu.css'); -/* - * These CSS custom properties (variables) define the core color and font - * properties used in this stylesheet. - */ -:root { - /* body, block and code fonts */ - --body-font-family: 'DejaVu Sans', Arial, Helvetica, sans-serif; - --block-font-family: 'DejaVu Serif', Georgia, "Times New Roman", Times, serif; - --code-font-family: 'DejaVu Sans Mono', monospace; - /* Base font sizes for body and code elements */ - --body-font-size: 14px; - --code-font-size: 14px; - /* Text colors for body and block elements */ - --body-text-color: #353833; - --block-text-color: #474747; - /* Background colors for various structural elements */ - --body-background-color: #ffffff; - --section-background-color: #f8f8f8; - --detail-background-color: #ffffff; - /* Colors for navigation bar and table captions */ - --navbar-background-color: #4D7A97; - --navbar-text-color: #ffffff; - /* Background color for subnavigation and various headers */ - --subnav-background-color: #dee3e9; - /* Background and text colors for selected tabs and navigation items */ - --selected-background-color: #f8981d; - --selected-text-color: #253441; - --selected-link-color: #1f389c; - /* Background colors for generated tables */ - --even-row-color: #ffffff; - --odd-row-color: #eeeeef; - /* Text color for page title */ - --title-color: #2c4557; - /* Text colors for links */ - --link-color: #4A6782; - --link-color-active: #bb7a2a; - /* Snippet colors */ - --snippet-background-color: #ebecee; - --snippet-text-color: var(--block-text-color); - --snippet-highlight-color: #f7c590; - /* Border colors for structural elements and user defined tables */ - --border-color: #ededed; - --table-border-color: #000000; - /* Search input colors */ - --search-input-background-color: #ffffff; - --search-input-text-color: #000000; - --search-input-placeholder-color: #909090; - /* Highlight color for active search tag target */ - --search-tag-highlight-color: #ffff00; - /* Adjustments for icon and active background colors of copy-to-clipboard buttons */ - --copy-icon-brightness: 100%; - --copy-button-background-color-active: rgba(168, 168, 176, 0.3); - /* Colors for invalid tag notifications */ - --invalid-tag-background-color: #ffe6e6; - --invalid-tag-text-color: #000000; -} /* * Styles for individual HTML elements. * * These are styles that are specific to individual HTML elements. Changing them affects the style of a particular * HTML element throughout the page. */ + body { - background-color:var(--body-background-color); - color:var(--body-text-color); - font-family:var(--body-font-family); - font-size:var(--body-font-size); + background-color:#ffffff; + color:#353833; + font-family:'DejaVu Sans', Arial, Helvetica, sans-serif; + font-size:14px; margin:0; padding:0; height:100%; @@ -86,69 +31,70 @@ iframe { } a:link, a:visited { text-decoration:none; - color:var(--link-color); + color:#4A6782; } a[href]:hover, a[href]:focus { text-decoration:none; - color:var(--link-color-active); + color:#bb7a2a; +} +a[name] { + color:#353833; +} +a[name]:before, a[name]:target, a[id]:before, a[id]:target { + content:""; + display:inline-block; + position:relative; + padding-top:129px; + margin-top:-129px; } pre { - font-family:var(--code-font-family); - font-size:1em; + font-family:'DejaVu Sans Mono', monospace; + font-size:14px; } h1 { - font-size:1.428em; + font-size:20px; } h2 { - font-size:1.285em; + font-size:18px; } h3 { - font-size:1.14em; + font-size:16px; + font-style:italic; } h4 { - font-size:1.072em; + font-size:13px; } h5 { - font-size:1.001em; + font-size:12px; } h6 { - font-size:0.93em; -} -/* Disable font boosting for selected elements */ -h1, h2, h3, h4, h5, h6, div.member-signature { - max-height: 1000em; + font-size:11px; } ul { list-style-type:disc; } code, tt { - font-family:var(--code-font-family); -} -:not(h1, h2, h3, h4, h5, h6) > code, -:not(h1, h2, h3, h4, h5, h6) > tt { - font-size:var(--code-font-size); + font-family:'DejaVu Sans Mono', monospace; + font-size:14px; padding-top:4px; margin-top:8px; line-height:1.4em; } dt code { - font-family:var(--code-font-family); - font-size:1em; + font-family:'DejaVu Sans Mono', monospace; + font-size:14px; padding-top:4px; } -.summary-table dt code { - font-family:var(--code-font-family); - font-size:1em; +table tr td dt code { + font-family:'DejaVu Sans Mono', monospace; + font-size:14px; vertical-align:top; padding-top:4px; } sup { font-size:8px; } -button { - font-family: var(--body-font-family); - font-size: 1em; -} + /* * Styles for HTML generated by javadoc. * @@ -158,187 +104,254 @@ button { /* * Styles for document title and copyright. */ -.about-language { +.clear { + clear:both; + height:0px; + overflow:hidden; +} +.aboutLanguage { float:right; - padding:0 21px 8px 8px; - font-size:0.915em; + padding:0px 21px; + font-size:11px; + z-index:200; margin-top:-9px; - height:2.9em; } -.legal-copy { +.legalCopy { margin-left:.5em; } +.bar a, .bar a:link, .bar a:visited, .bar a:active { + color:#FFFFFF; + text-decoration:none; +} +.bar a:hover, .bar a:focus { + color:#bb7a2a; +} +.tab { + background-color:#0066FF; + color:#ffffff; + padding:8px; + width:5em; + font-weight:bold; +} /* * Styles for navigation bar. */ -@media screen { - div.flex-box { - position:fixed; - display:flex; - flex-direction:column; - height: 100%; - width: 100%; - } - header.flex-header { - flex: 0 0 auto; - } - div.flex-content { - flex: 1 1 auto; - overflow-y: auto; - } -} -.top-nav { - background-color:var(--navbar-background-color); - color:var(--navbar-text-color); +.bar { + background-color:#4D7A97; + color:#FFFFFF; + padding:.8em .5em .4em .8em; + height:auto;/*height:1.8em;*/ + font-size:11px; + margin:0; +} +.navPadding { + padding-top: 107px; +} +.fixedNav { + position:fixed; + width:100%; + z-index:999; + background-color:#ffffff; +} +.topNav { + background-color:#4D7A97; + color:#FFFFFF; float:left; + padding:0; width:100%; clear:right; - min-height:2.8em; - padding:10px 0 0 0; + height:2.8em; + padding-top:10px; overflow:hidden; - font-size:0.857em; -} -button#navbar-toggle-button { - display:none; + font-size:12px; } -ul.sub-nav-list-small { - display: none; +.bottomNav { + margin-top:10px; + background-color:#4D7A97; + color:#FFFFFF; + float:left; + padding:0; + width:100%; + clear:right; + height:2.8em; + padding-top:10px; + overflow:hidden; + font-size:12px; } -.sub-nav { - background-color:var(--subnav-background-color); +.subNav { + background-color:#dee3e9; float:left; width:100%; overflow:hidden; - font-size:0.857em; + font-size:12px; } -.sub-nav div { +.subNav div { clear:left; float:left; - padding:6px; + padding:0 0 5px 6px; text-transform:uppercase; } -.sub-nav .sub-nav-list { - padding-top:4px; -} -ul.nav-list { - display:block; - margin:0 25px 0 0; - padding:0; -} -ul.sub-nav-list { +ul.navList, ul.subNavList { float:left; margin:0 25px 0 0; padding:0; } -ul.nav-list li { +ul.navList li{ list-style:none; float:left; padding: 5px 6px; text-transform:uppercase; } -.sub-nav .nav-list-search { +ul.navListSearch { float:right; - margin:0; - padding:6px; - clear:none; - text-align:right; + margin:0 0 0 0; + padding:0; +} +ul.navListSearch li { + list-style:none; + float:right; + padding: 5px 6px; + text-transform:uppercase; +} +ul.navListSearch li label { position:relative; + right:-16px; } -ul.sub-nav-list li { +ul.subNavList li { list-style:none; float:left; } -.top-nav a:link, .top-nav a:active, .top-nav a:visited { - color:var(--navbar-text-color); +.topNav a:link, .topNav a:active, .topNav a:visited, .bottomNav a:link, .bottomNav a:active, .bottomNav a:visited { + color:#FFFFFF; text-decoration:none; text-transform:uppercase; } -.top-nav a:hover { - color:var(--link-color-active); +.topNav a:hover, .bottomNav a:hover { + text-decoration:none; + color:#bb7a2a; + text-transform:uppercase; } -.nav-bar-cell1-rev { - background-color:var(--selected-background-color); - color:var(--selected-text-color); +.navBarCell1Rev { + background-color:#F8981D; + color:#253441; margin: auto 5px; } -.skip-nav { +.skipNav { position:absolute; top:auto; left:-9999px; overflow:hidden; } /* - * Hide navigation links and search box in print layout + * Styles for page header and footer. */ -@media print { - ul.nav-list, div.sub-nav { - display:none; - } +.header, .footer { + clear:both; + margin:0 20px; + padding:5px 0 0 0; +} +.indexNav { + position:relative; + font-size:12px; + background-color:#dee3e9; +} +.indexNav ul { + margin-top:0; + padding:5px; +} +.indexNav ul li { + display:inline; + list-style-type:none; + padding-right:10px; + text-transform:uppercase; +} +.indexNav h1 { + font-size:13px; } -/* - * Styles for page header. - */ .title { - color:var(--title-color); + color:#2c4557; margin:10px 0; } -.sub-title { +.subTitle { margin:5px 0 0 0; } -ul.contents-list { - margin: 0 0 15px 0; - padding: 0; - list-style: none; +.header ul { + margin:0 0 15px 0; + padding:0; +} +.footer ul { + margin:20px 0 5px 0; } -ul.contents-list li { - font-size:0.93em; +.header ul li, .footer ul li { + list-style:none; + font-size:13px; } /* * Styles for headings. */ -body.class-declaration-page .summary h2, -body.class-declaration-page .details h2, -body.class-use-page h2, -body.module-declaration-page .block-list h2 { - font-style: italic; - padding:0; - margin:15px 0; +div.details ul.blockList ul.blockList ul.blockList li.blockList h4, div.details ul.blockList ul.blockList ul.blockListLast li.blockList h4 { + background-color:#dee3e9; + border:1px solid #d0d9e0; + margin:0 0 6px -8px; + padding:7px 5px; } -body.class-declaration-page .summary h3, -body.class-declaration-page .details h3, -body.class-declaration-page .summary .inherited-list h2 { - background-color:var(--subnav-background-color); - border:1px solid var(--border-color); +ul.blockList ul.blockList ul.blockList li.blockList h3 { + background-color:#dee3e9; + border:1px solid #d0d9e0; margin:0 0 6px -8px; padding:7px 5px; } +ul.blockList ul.blockList li.blockList h3 { + padding:0; + margin:15px 0; +} +ul.blockList li.blockList h2 { + padding:0px 0 20px 0; +} /* * Styles for page layout containers. */ -main { +.contentContainer, .sourceContainer, .classUseContainer, .serializedFormContainer, .constantValuesContainer, +.allClassesContainer, .allPackagesContainer { clear:both; padding:10px 20px; position:relative; } -dl.notes > dt { - font-family: var(--body-font-family); - font-size:0.856em; +.indexContainer { + margin:10px; + position:relative; + font-size:12px; +} +.indexContainer h2 { + font-size:13px; + padding:0 0 3px 0; +} +.indexContainer ul { + margin:0; + padding:0; +} +.indexContainer ul li { + list-style:none; + padding-top:2px; +} +.contentContainer .description dl dt, .contentContainer .details dl dt, .serializedFormContainer dl dt { + font-size:12px; font-weight:bold; margin:10px 0 0 0; - color:var(--body-text-color); + color:#4E4E4E; } -dl.notes > dd { - margin:5px 10px 10px 0; - font-size:1em; - font-family:var(--block-font-family) +.contentContainer .description dl dd, .contentContainer .details dl dd, .serializedFormContainer dl dd { + margin:5px 0 10px 0px; + font-size:14px; + font-family:'DejaVu Serif', Georgia, "Times New Roman", Times, serif; } -dl.name-value > dt { +.serializedFormContainer dl.nameValue dt { margin-left:1px; font-size:1.1em; display:inline; font-weight:bold; } -dl.name-value > dd { +.serializedFormContainer dl.nameValue dd { margin:0 0 0 1px; font-size:1.1em; display:inline; @@ -353,310 +366,307 @@ ul.horizontal li { display:inline; font-size:0.9em; } -div.inheritance { +ul.inheritance { margin:0; padding:0; } -div.inheritance div.inheritance { - margin-left:2em; +ul.inheritance li { + display:inline; + list-style:none; } -ul.block-list, -ul.details-list, -ul.member-list, -ul.summary-list { +ul.inheritance li ul.inheritance { + margin-left:15px; + padding-left:15px; + padding-top:1px; +} +ul.blockList, ul.blockListLast { margin:10px 0 10px 0; padding:0; } -ul.block-list > li, -ul.details-list > li, -ul.member-list > li, -ul.summary-list > li { +ul.blockList li.blockList, ul.blockListLast li.blockList { list-style:none; margin-bottom:15px; line-height:1.4; } -ul.ref-list { - padding:0; - margin:0; +ul.blockList ul.blockList li.blockList, ul.blockList ul.blockListLast li.blockList { + padding:0px 20px 5px 10px; + border:1px solid #ededed; + background-color:#f8f8f8; +} +ul.blockList ul.blockList ul.blockList li.blockList, ul.blockList ul.blockList ul.blockListLast li.blockList { + padding:0 0 5px 8px; + background-color:#ffffff; + border:none; +} +ul.blockList ul.blockList ul.blockList ul.blockList li.blockList { + margin-left:0; + padding-left:0; + padding-bottom:15px; + border:none; } -ul.ref-list > li { +ul.blockList ul.blockList ul.blockList ul.blockList li.blockListLast { list-style:none; + border-bottom:none; + padding-bottom:0; } -.summary-table dl, .summary-table dl dt, .summary-table dl dd { +table tr td dl, table tr td dl dt, table tr td dl dd { margin-top:0; margin-bottom:1px; } -ul.tag-list, ul.tag-list-long { - padding-left: 0; - list-style: none; -} -ul.tag-list li { - display: inline; -} -ul.tag-list li:not(:last-child):after, -ul.tag-list-long li:not(:last-child):after -{ - content: ", "; - white-space: pre-wrap; -} -ul.preview-feature-list { - list-style: none; - margin:0; - padding:0.1em; - line-height: 1.6em; -} /* * Styles for tables. */ -.summary-table, .details-table { +.overviewSummary, .memberSummary, .typeSummary, .useSummary, .constantsSummary, .deprecatedSummary, +.requiresSummary, .packagesSummary, .providesSummary, .usesSummary { width:100%; border-spacing:0; - border:1px solid var(--border-color); - border-top:0; - padding:0; + border-left:1px solid #EEE; + border-right:1px solid #EEE; + border-bottom:1px solid #EEE; } -.caption { +.overviewSummary, .memberSummary, .requiresSummary, .packagesSummary, .providesSummary, .usesSummary { + padding:0px; +} +.overviewSummary caption, .memberSummary caption, .typeSummary caption, +.useSummary caption, .constantsSummary caption, .deprecatedSummary caption, +.requiresSummary caption, .packagesSummary caption, .providesSummary caption, .usesSummary caption { position:relative; text-align:left; background-repeat:no-repeat; - color:var(--selected-text-color); + color:#253441; + font-weight:bold; clear:none; overflow:hidden; - padding: 10px 0 0 1px; - margin:0; -} -.caption a:link, .caption a:visited { - color:var(--selected-link-color); + padding:0px; + padding-top:10px; + padding-left:1px; + margin:0px; + white-space:pre; +} +.constantsSummary caption a:link, .constantsSummary caption a:visited, +.useSummary caption a:link, .useSummary caption a:visited { + color:#1f389c; +} +.overviewSummary caption a:link, .memberSummary caption a:link, .typeSummary caption a:link, +.deprecatedSummary caption a:link, +.requiresSummary caption a:link, .packagesSummary caption a:link, .providesSummary caption a:link, +.usesSummary caption a:link, +.overviewSummary caption a:hover, .memberSummary caption a:hover, .typeSummary caption a:hover, +.useSummary caption a:hover, .constantsSummary caption a:hover, .deprecatedSummary caption a:hover, +.requiresSummary caption a:hover, .packagesSummary caption a:hover, .providesSummary caption a:hover, +.usesSummary caption a:hover, +.overviewSummary caption a:active, .memberSummary caption a:active, .typeSummary caption a:active, +.useSummary caption a:active, .constantsSummary caption a:active, .deprecatedSummary caption a:active, +.requiresSummary caption a:active, .packagesSummary caption a:active, .providesSummary caption a:active, +.usesSummary caption a:active, +.overviewSummary caption a:visited, .memberSummary caption a:visited, .typeSummary caption a:visited, +.deprecatedSummary caption a:visited, +.requiresSummary caption a:visited, .packagesSummary caption a:visited, .providesSummary caption a:visited, +.usesSummary caption a:visited { + color:#FFFFFF; +} +.overviewSummary caption span, .memberSummary caption span, .typeSummary caption span, +.useSummary caption span, .constantsSummary caption span, .deprecatedSummary caption span, +.requiresSummary caption span, .packagesSummary caption span, .providesSummary caption span, +.usesSummary caption span { + white-space:nowrap; + padding-top:5px; + padding-left:12px; + padding-right:12px; + padding-bottom:7px; + display:inline-block; + float:left; + background-color:#F8981D; + border: none; + height:16px; } -.caption a:hover, -.caption a:active { - color:var(--navbar-text-color); +.memberSummary caption span.activeTableTab span, .packagesSummary caption span.activeTableTab span, +.overviewSummary caption span.activeTableTab span, .typeSummary caption span.activeTableTab span { + white-space:nowrap; + padding-top:5px; + padding-left:12px; + padding-right:12px; + margin-right:3px; + display:inline-block; + float:left; + background-color:#F8981D; + height:16px; } -.caption span { - font-weight:bold; +.memberSummary caption span.tableTab span, .packagesSummary caption span.tableTab span, +.overviewSummary caption span.tableTab span, .typeSummary caption span.tableTab span { white-space:nowrap; - padding:5px 12px 7px 12px; + padding-top:5px; + padding-left:12px; + padding-right:12px; + margin-right:3px; display:inline-block; float:left; - background-color:var(--selected-background-color); - border: none; + background-color:#4D7A97; height:16px; } -div.table-tabs { - padding:10px 0 0 1px; - margin:10px 0 0 0; +.memberSummary caption span.tableTab, .memberSummary caption span.activeTableTab, +.packagesSummary caption span.tableTab, .packagesSummary caption span.activeTableTab, +.overviewSummary caption span.tableTab, .overviewSummary caption span.activeTableTab, +.typeSummary caption span.tableTab, .typeSummary caption span.activeTableTab { + padding-top:0px; + padding-left:0px; + padding-right:0px; + background-image:none; + float:none; + display:inline; } -div.table-tabs > button { - border: none; - cursor: pointer; - padding: 5px 12px 7px 12px; - font-weight: bold; - margin-right: 8px; -} -div.table-tabs > .active-table-tab { - background: var(--selected-background-color); - color: var(--selected-text-color); -} -div.table-tabs > button.table-tab { - background: var(--navbar-background-color); - color: var(--navbar-text-color); -} -.two-column-search-results { - display: grid; - grid-template-columns: minmax(400px, max-content) minmax(400px, auto); -} -div.checkboxes { - line-height: 2em; -} -div.checkboxes > span { - margin-left: 10px; -} -div.checkboxes > label { - margin-left: 8px; - white-space: nowrap; -} -div.checkboxes > label > input { - margin: 0 2px; -} -.two-column-summary { - display: grid; - grid-template-columns: minmax(25%, max-content) minmax(25%, auto); -} -.three-column-summary { - display: grid; - grid-template-columns: minmax(15%, max-content) minmax(20%, max-content) minmax(20%, auto); -} -.three-column-release-summary { - display: grid; - grid-template-columns: minmax(40%, max-content) minmax(10%, max-content) minmax(40%, auto); -} -.four-column-summary { - display: grid; - grid-template-columns: minmax(10%, max-content) minmax(15%, max-content) minmax(15%, max-content) minmax(15%, auto); -} -@media screen and (max-width: 1000px) { - .four-column-summary { - display: grid; - grid-template-columns: minmax(15%, max-content) minmax(15%, auto); - } -} -@media screen and (max-width: 800px) { - .two-column-search-results { - display: grid; - grid-template-columns: minmax(40%, max-content) minmax(40%, auto); - } - .three-column-summary { - display: grid; - grid-template-columns: minmax(10%, max-content) minmax(25%, auto); - } - .three-column-release-summary { - display: grid; - grid-template-columns: minmax(70%, max-content) minmax(30%, max-content) - } - .three-column-summary .col-last, - .three-column-release-summary .col-last{ - grid-column-end: span 2; - } -} -@media screen and (max-width: 600px) { - .two-column-summary { - display: grid; - grid-template-columns: 1fr; - } -} -.summary-table > div, .details-table > div { +.overviewSummary .tabEnd, .memberSummary .tabEnd, .typeSummary .tabEnd, +.useSummary .tabEnd, .constantsSummary .tabEnd, .deprecatedSummary .tabEnd, +.requiresSummary .tabEnd, .packagesSummary .tabEnd, .providesSummary .tabEnd, .usesSummary .tabEnd { + display:none; + width:5px; + position:relative; + float:left; + background-color:#F8981D; +} +.memberSummary .activeTableTab .tabEnd, .packagesSummary .activeTableTab .tabEnd, +.overviewSummary .activeTableTab .tabEnd, .typeSummary .activeTableTab .tabEnd { + display:none; + width:5px; + margin-right:3px; + position:relative; + float:left; + background-color:#F8981D; +} +.memberSummary .tableTab .tabEnd, .packagesSummary .tableTab .tabEnd, +.overviewSummary .tableTab .tabEnd, .typeSummary .tableTab .tabEnd { + display:none; + width:5px; + margin-right:3px; + position:relative; + background-color:#4D7A97; + float:left; +} +.rowColor th, .altColor th { + font-weight:normal; +} +.overviewSummary td, .memberSummary td, .typeSummary td, +.useSummary td, .constantsSummary td, .deprecatedSummary td, +.requiresSummary td, .packagesSummary td, .providesSummary td, .usesSummary td { text-align:left; - padding: 8px 3px 3px 7px; - overflow-x: auto; - scrollbar-width: thin; + padding:0px 0px 12px 10px; } -.col-first, .col-second, .col-last, .col-constructor-name, .col-summary-item-name { +th.colFirst, th.colSecond, th.colLast, th.colConstructorName, th.colDeprecatedItemName, .useSummary th, +.constantsSummary th, .packagesSummary th, td.colFirst, td.colSecond, td.colLast, .useSummary td, +.constantsSummary td { vertical-align:top; - padding-right:0; + padding-right:0px; padding-top:8px; padding-bottom:3px; } -.table-header { - background:var(--subnav-background-color); - font-weight: bold; -} -/* Sortable table columns */ -.table-header[onclick] { - cursor: pointer; -} -.table-header[onclick]::after { - content:""; - display:inline-block; - background-image:url('data:image/svg+xml; utf8, \ - \ - '); - background-size:100% 100%; - width:9px; - height:14px; - margin-left:4px; - margin-bottom:-3px; -} -.table-header[onclick].sort-asc::after { - background-image:url('data:image/svg+xml; utf8, \ - \ - \ - '); - +th.colFirst, th.colSecond, th.colLast, th.colConstructorName, th.colDeprecatedItemName, .constantsSummary th, +.packagesSummary th { + background:#dee3e9; + text-align:left; + padding:8px 3px 3px 7px; } -.table-header[onclick].sort-desc::after { - background-image:url('data:image/svg+xml; utf8, \ - \ - \ - '); +td.colFirst, th.colFirst { + font-size:13px; } -.col-first, .col-first { - font-size:0.93em; +td.colSecond, th.colSecond, td.colLast, th.colConstructorName, th.colDeprecatedItemName, th.colLast { + font-size:13px; } -.col-second, .col-second, .col-last, .col-constructor-name, .col-summary-item-name, .col-last { - font-size:0.93em; +.constantsSummary th, .packagesSummary th { + font-size:13px; } -.col-first, .col-second, .col-constructor-name { +.providesSummary th.colFirst, .providesSummary th.colLast, .providesSummary td.colFirst, +.providesSummary td.colLast { + white-space:normal; + font-size:13px; +} +.overviewSummary td.colFirst, .overviewSummary th.colFirst, +.requiresSummary td.colFirst, .requiresSummary th.colFirst, +.packagesSummary td.colFirst, .packagesSummary td.colSecond, .packagesSummary th.colFirst, .packagesSummary th, +.usesSummary td.colFirst, .usesSummary th.colFirst, +.providesSummary td.colFirst, .providesSummary th.colFirst, +.memberSummary td.colFirst, .memberSummary th.colFirst, +.memberSummary td.colSecond, .memberSummary th.colSecond, .memberSummary th.colConstructorName, +.typeSummary td.colFirst, .typeSummary th.colFirst { vertical-align:top; - overflow: auto; } -.col-last { +.packagesSummary th.colLast, .packagesSummary td.colLast { white-space:normal; } -.col-first a:link, .col-first a:visited, -.col-second a:link, .col-second a:visited, -.col-first a:link, .col-first a:visited, -.col-second a:link, .col-second a:visited, -.col-constructor-name a:link, .col-constructor-name a:visited, -.col-summary-item-name a:link, .col-summary-item-name a:visited { +td.colFirst a:link, td.colFirst a:visited, +td.colSecond a:link, td.colSecond a:visited, +th.colFirst a:link, th.colFirst a:visited, +th.colSecond a:link, th.colSecond a:visited, +th.colConstructorName a:link, th.colConstructorName a:visited, +th.colDeprecatedItemName a:link, th.colDeprecatedItemName a:visited, +.constantValuesContainer td a:link, .constantValuesContainer td a:visited, +.allClassesContainer td a:link, .allClassesContainer td a:visited, +.allPackagesContainer td a:link, .allPackagesContainer td a:visited { font-weight:bold; } -.even-row-color, .even-row-color .table-header { - background-color:var(--even-row-color); +.tableSubHeadingColor { + background-color:#EEEEFF; } -.odd-row-color, .odd-row-color .table-header { - background-color:var(--odd-row-color); +.altColor, .altColor th { + background-color:#FFFFFF; +} +.rowColor, .rowColor th { + background-color:#EEEEEF; } /* * Styles for contents. */ +.description pre { + margin-top:0; +} +.deprecatedContent { + margin:0; + padding:10px 0; +} +.docSummary { + padding:0; +} +ul.blockList ul.blockList ul.blockList li.blockList h3 { + font-style:normal; +} div.block { - font-size:var(--body-font-size); - font-family:var(--block-font-family); + font-size:14px; + font-family:'DejaVu Serif', Georgia, "Times New Roman", Times, serif; } -.col-last div { - padding-top:0; +td.colLast div { + padding-top:0px; } -.col-last a { +td.colLast a { padding-bottom:3px; } -.module-signature, -.package-signature, -.type-signature, -.member-signature { - font-family:var(--code-font-family); - font-size:1em; - margin:14px 0; - white-space: pre-wrap; -} -.module-signature, -.package-signature, -.type-signature { - margin-top: 0; -} -.member-signature .type-parameters-long, -.member-signature .parameters, -.member-signature .exceptions { - display: inline-block; - vertical-align: top; - white-space: pre; -} -.member-signature .type-parameters { - white-space: normal; -} /* * Styles for formatting effect. */ -.source-line-no { - /* Color of line numbers in source pages can be set via custom property below */ - color:var(--source-linenumber-color, green); +.sourceLineNo { + color:green; padding:0 30px 0 0; } +h1.hidden { + visibility:hidden; + overflow:hidden; + font-size:10px; +} .block { display:block; - margin:0 10px 5px 0; - color:var(--block-text-color); + margin:3px 10px 2px 0px; + color:#474747; } -.deprecated-label, .description-from-type-label, .implementation-label, .member-name-link, -.module-label-in-package, .module-label-in-type, .package-label-in-type, -.package-hierarchy-label, .type-name-label, .type-name-link, .search-tag-link, .preview-label { +.deprecatedLabel, .descfrmTypeLabel, .implementationLabel, .memberNameLabel, .memberNameLink, +.moduleLabelInPackage, .moduleLabelInType, .overrideSpecifyLabel, .packageLabelInType, +.packageHierarchyLabel, .paramLabel, .returnLabel, .seeLabel, .simpleTagLabel, +.throwsLabel, .typeNameLabel, .typeNameLink, .searchTagLink { font-weight:bold; } -.deprecation-comment, .help-footnote, .preview-comment { +.deprecationComment, .emphasizedPhrase, .interfaceName { font-style:italic; } -.deprecation-block { - font-size:1em; - font-family:var(--block-font-family); +.deprecationBlock { + font-size:14px; + font-family:'DejaVu Serif', Georgia, "Times New Roman", Times, serif; border-style:solid; border-width:thin; border-radius:10px; @@ -665,32 +675,67 @@ div.block { margin-right:10px; display:inline-block; } -.preview-block { - font-size:1em; - font-family:var(--block-font-family); - border-style:solid; - border-width:thin; - border-radius:10px; - padding:10px; - margin-bottom:10px; - margin-right:10px; - display:inline-block; -} -div.block div.deprecation-comment { +div.block div.deprecationComment, div.block div.block span.emphasizedPhrase, +div.block div.block span.interfaceName { font-style:normal; } -details.invalid-tag, span.invalid-tag { - font-size:1em; - font-family:var(--block-font-family); - color: var(--invalid-tag-text-color); - background: var(--invalid-tag-background-color); - border: thin solid var(--table-border-color); - border-radius:2px; - padding: 2px 4px; - display:inline-block; +div.contentContainer ul.blockList li.blockList h2 { + padding-bottom:0px; +} +/* + * Styles for IFRAME. + */ +.mainContainer { + margin:0 auto; + padding:0; + height:100%; + width:100%; + position:fixed; + top:0; + left:0; } -details summary { - cursor: pointer; +.leftContainer { + height:100%; + position:fixed; + width:320px; +} +.leftTop { + position:relative; + float:left; + width:315px; + top:0; + left:0; + height:30%; + border-right:6px solid #ccc; + border-bottom:6px solid #ccc; +} +.leftBottom { + position:relative; + float:left; + width:315px; + bottom:0; + left:0; + height:70%; + border-right:6px solid #ccc; + border-top:1px solid #000; +} +.rightContainer { + position:absolute; + left:320px; + top:0; + bottom:0; + height:100%; + right:0; + border-left:1px solid #000; +} +.rightIframe { + margin:0; + padding:0; + height:100%; + right:30px; + width:100%; + overflow:visible; + margin-bottom:30px; } /* * Styles specific to HTML5 elements. @@ -701,321 +746,90 @@ main, nav, header, footer, section { /* * Styles for javadoc search. */ -.ui-state-active { - /* Overrides the color of selection used in jQuery UI */ - background: var(--selected-background-color); - border: 1px solid var(--selected-background-color); - color: var(--selected-text-color); -} .ui-autocomplete-category { font-weight:bold; font-size:15px; padding:7px 0 7px 3px; - background-color:var(--navbar-background-color); - color:var(--navbar-text-color); + background-color:#4D7A97; + color:#FFFFFF; +} +.resultItem { + font-size:13px; } .ui-autocomplete { max-height:85%; max-width:65%; - overflow-y:auto; - overflow-x:auto; - scrollbar-width: thin; + overflow-y:scroll; + overflow-x:scroll; white-space:nowrap; box-shadow: 0 3px 6px rgba(0,0,0,0.16), 0 3px 6px rgba(0,0,0,0.23); } ul.ui-autocomplete { position:fixed; - z-index:1; - background-color: var(--body-background-color); + z-index:999999; + background-color: #FFFFFF; } -ul.ui-autocomplete li { +ul.ui-autocomplete li { float:left; clear:both; - min-width:100%; + width:100%; } -ul.ui-autocomplete li.ui-static-link { - position:sticky; - bottom:0; - left:0; - background: var(--subnav-background-color); - padding: 5px 0; - font-family: var(--body-font-family); - font-size: 0.93em; - font-weight: bolder; - z-index: 2; -} -li.ui-static-link a, li.ui-static-link a:visited { - text-decoration:none; - color:var(--link-color); - float:right; - margin-right:20px; +.resultHighlight { + font-weight:bold; } .ui-autocomplete .result-item { font-size: inherit; } -.ui-autocomplete .result-highlight { - font-weight:bold; -} -#search-input, #page-search-input { +#search { background-image:url('resources/glass.png'); background-size:13px; background-repeat:no-repeat; background-position:2px 3px; - background-color: var(--search-input-background-color); - color: var(--search-input-text-color); - border-color: var(--border-color); padding-left:20px; - width: 250px; - margin: 0; -} -#search-input { - margin-left: 4px; + position:relative; + right:-18px; } -#reset-button { - background-color: transparent; +#reset { + background-color: rgb(255,255,255); background-image:url('resources/x.png'); + background-position:center; background-repeat:no-repeat; - background-size:contain; - border:0; - border-radius:0; - width:12px; - height:12px; - position:absolute; - right:12px; - top:10px; - font-size:0; + background-size:12px; + border:0 none; + width:16px; + height:17px; + position:relative; + left:-4px; + top:-4px; + font-size:0px; } -::placeholder { - color:var(--search-input-placeholder-color); - opacity: 1; +.watermark { + color:#545454; } -.search-tag-desc-result { +.searchTagDescResult { font-style:italic; font-size:11px; } -.search-tag-holder-result { +.searchTagHolderResult { font-style:italic; font-size:12px; } -.search-tag-result:target { - background-color:var(--search-tag-highlight-color); -} -details.page-search-details { - display: inline-block; -} -div#result-container { - font-size: 1em; -} -div#result-container a.search-result-link { - padding: 0; - margin: 4px 0; - width: 100%; -} -#result-container .result-highlight { - font-weight:bolder; -} -.page-search-info { - background-color: var(--subnav-background-color); - border-radius: 3px; - border: 0 solid var(--border-color); - padding: 0 8px; - overflow: hidden; - height: 0; - transition: all 0.2s ease; -} -div.table-tabs > button.table-tab { - background: var(--navbar-background-color); - color: var(--navbar-text-color); +.searchTagResult:before, .searchTagResult:target { + color:red; } -.page-search-header { - padding: 5px 12px 7px 12px; - font-weight: bold; - margin-right: 3px; - background-color:var(--navbar-background-color); - color:var(--navbar-text-color); - display: inline-block; -} -button.page-search-header { - border: none; - cursor: pointer; -} -span#page-search-link { - text-decoration: underline; -} -.module-graph span, .sealed-graph span { +.moduleGraph span { display:none; position:absolute; } -.module-graph:hover span, .sealed-graph:hover span { +.moduleGraph:hover span { display:block; margin: -100px 0 0 100px; z-index: 1; } -.inherited-list { - margin: 10px 0 10px 0; -} -section.class-description { - line-height: 1.4; -} -.summary section[class$="-summary"], .details section[class$="-details"], -.class-uses .detail, .serialized-class-details { - padding: 0 20px 5px 10px; - border: 1px solid var(--border-color); - background-color: var(--section-background-color); -} -.inherited-list, section[class$="-details"] .detail { - padding:0 0 5px 8px; - background-color:var(--detail-background-color); - border:none; -} -.vertical-separator { - padding: 0 5px; -} -ul.help-section-list { - margin: 0; -} -ul.help-subtoc > li { - display: inline-block; - padding-right: 5px; - font-size: smaller; -} -ul.help-subtoc > li::before { - content: "\2022" ; - padding-right:2px; -} -.help-note { - font-style: italic; -} -/* - * Indicator icon for external links. - */ -main a[href*="://"]::after { - content:""; - display:inline-block; - background-image:url('data:image/svg+xml; utf8, \ - \ - \ - '); - background-size:100% 100%; - width:7px; - height:7px; - margin-left:2px; - margin-bottom:4px; -} -main a[href*="://"]:hover::after, -main a[href*="://"]:focus::after { - background-image:url('data:image/svg+xml; utf8, \ - \ - \ - '); -} -/* - * Styles for header/section anchor links - */ -a.anchor-link { - opacity: 0; - transition: opacity 0.1s; -} -:hover > a.anchor-link { - opacity: 80%; -} -a.anchor-link:hover, -a.anchor-link:focus-visible, -a.anchor-link.visible { - opacity: 100%; -} -a.anchor-link > img { - width: 0.9em; - height: 0.9em; -} -/* - * Styles for copy-to-clipboard buttons - */ -button.copy { - opacity: 70%; - border: none; - border-radius: 3px; - position: relative; - background:none; - transition: opacity 0.3s; - cursor: pointer; -} -:hover > button.copy { - opacity: 80%; -} -button.copy:hover, -button.copy:active, -button.copy:focus-visible, -button.copy.visible { - opacity: 100%; -} -button.copy img { - position: relative; - background: none; - filter: brightness(var(--copy-icon-brightness)); -} -button.copy:active { - background-color: var(--copy-button-background-color-active); -} -button.copy span { - color: var(--body-text-color); - position: relative; - top: -0.1em; - transition: all 0.1s; - font-size: 0.76rem; - line-height: 1.2em; - opacity: 0; -} -button.copy:hover span, -button.copy:focus-visible span, -button.copy.visible span { - opacity: 100%; -} -/* search page copy button */ -button#page-search-copy { - margin-left: 0.4em; - padding:0.3em; - top:0.13em; -} -button#page-search-copy img { - width: 1.2em; - height: 1.2em; - padding: 0.01em 0; - top: 0.15em; -} -button#page-search-copy span { - color: var(--body-text-color); - line-height: 1.2em; - padding: 0.2em; - top: -0.18em; -} -div.page-search-info:hover button#page-search-copy span { - opacity: 100%; -} -/* snippet copy button */ -button.snippet-copy { - position: absolute; - top: 6px; - right: 6px; - height: 1.7em; - padding: 2px; -} -button.snippet-copy img { - width: 18px; - height: 18px; - padding: 0.05em 0; -} -button.snippet-copy span { - line-height: 1.2em; - padding: 0.2em; - position: relative; - top: -0.5em; -} -div.snippet-container:hover button.snippet-copy span { - opacity: 100%; +.methodSignature { + white-space:normal; } + /* * Styles for user-provided tables. * @@ -1062,211 +876,35 @@ table.borderless > thead > tr, table.borderless > tbody > tr, table.borderless > } table.plain { border-collapse: collapse; - border: 1px solid var(--table-border-color); + border: 1px solid black; } table.plain > thead > tr, table.plain > tbody tr, table.plain > tr { background-color: transparent; } table.plain > thead > tr > th, table.plain > tbody > tr > th, table.plain > tr > th, table.plain > thead > tr > td, table.plain > tbody > tr > td, table.plain > tr > td { - border: 1px solid var(--table-border-color); + border: 1px solid black; } table.striped { border-collapse: collapse; - border: 1px solid var(--table-border-color); + border: 1px solid black; } table.striped > thead { - background-color: var(--subnav-background-color); + background-color: #E3E3E3; } table.striped > thead > tr > th, table.striped > thead > tr > td { - border: 1px solid var(--table-border-color); + border: 1px solid black; } table.striped > tbody > tr:nth-child(even) { - background-color: var(--odd-row-color) + background-color: #EEE } table.striped > tbody > tr:nth-child(odd) { - background-color: var(--even-row-color) + background-color: #FFF } table.striped > tbody > tr > th, table.striped > tbody > tr > td { - border-left: 1px solid var(--table-border-color); - border-right: 1px solid var(--table-border-color); + border-left: 1px solid black; + border-right: 1px solid black; } table.striped > tbody > tr > th { font-weight: normal; } -/** - * Tweak style for small screens. - */ -@media screen and (max-width: 920px) { - header.flex-header { - max-height: 100vh; - overflow-y: auto; - } - div#navbar-top { - height: 2.8em; - transition: height 0.35s ease; - } - ul.nav-list { - display: block; - width: 40%; - float:left; - clear: left; - margin: 10px 0 0 0; - padding: 0; - } - ul.nav-list li { - float: none; - padding: 6px; - margin-left: 10px; - margin-top: 2px; - } - ul.sub-nav-list-small { - display:block; - height: 100%; - width: 50%; - float: right; - clear: right; - background-color: var(--subnav-background-color); - color: var(--body-text-color); - margin: 6px 0 0 0; - padding: 0; - } - ul.sub-nav-list-small ul { - padding-left: 20px; - } - ul.sub-nav-list-small a:link, ul.sub-nav-list-small a:visited { - color:var(--link-color); - } - ul.sub-nav-list-small a:hover { - color:var(--link-color-active); - } - ul.sub-nav-list-small li { - list-style:none; - float:none; - padding: 6px; - margin-top: 1px; - text-transform:uppercase; - } - ul.sub-nav-list-small > li { - margin-left: 10px; - } - ul.sub-nav-list-small li p { - margin: 5px 0; - } - div#navbar-sub-list { - display: none; - } - .top-nav a:link, .top-nav a:active, .top-nav a:visited { - display: block; - } - button#navbar-toggle-button { - width: 3.4em; - height: 2.8em; - background-color: transparent; - display: block; - float: left; - border: 0; - margin: 0 10px; - cursor: pointer; - font-size: 10px; - } - button#navbar-toggle-button .nav-bar-toggle-icon { - display: block; - width: 24px; - height: 3px; - margin: 1px 0 4px 0; - border-radius: 2px; - transition: all 0.1s; - background-color: var(--navbar-text-color); - } - button#navbar-toggle-button.expanded span.nav-bar-toggle-icon:nth-child(1) { - transform: rotate(45deg); - transform-origin: 10% 10%; - width: 26px; - } - button#navbar-toggle-button.expanded span.nav-bar-toggle-icon:nth-child(2) { - opacity: 0; - } - button#navbar-toggle-button.expanded span.nav-bar-toggle-icon:nth-child(3) { - transform: rotate(-45deg); - transform-origin: 10% 90%; - width: 26px; - } -} -@media screen and (max-width: 800px) { - .about-language { - padding-right: 16px; - } - ul.nav-list li { - margin-left: 5px; - } - ul.sub-nav-list-small > li { - margin-left: 5px; - } - main { - padding: 10px; - } - .summary section[class$="-summary"], .details section[class$="-details"], - .class-uses .detail, .serialized-class-details { - padding: 0 8px 5px 8px; - } - body { - -webkit-text-size-adjust: none; - } -} -@media screen and (max-width: 400px) { - .about-language { - font-size: 10px; - padding-right: 12px; - } -} -@media screen and (max-width: 400px) { - .nav-list-search { - width: 94%; - } - #search-input, #page-search-input { - width: 70%; - } -} -@media screen and (max-width: 320px) { - .nav-list-search > label { - display: none; - } - .nav-list-search { - width: 90%; - } - #search-input, #page-search-input { - width: 80%; - } -} - -pre.snippet { - background-color: var(--snippet-background-color); - color: var(--snippet-text-color); - padding: 10px; - margin: 12px 0; - overflow: auto; - white-space: pre; -} -div.snippet-container { - position: relative; -} -@media screen and (max-width: 800px) { - pre.snippet { - padding-top: 26px; - } - button.snippet-copy { - top: 4px; - right: 4px; - } -} -pre.snippet .italic { - font-style: italic; -} -pre.snippet .bold { - font-weight: bold; -} -pre.snippet .highlighted { - background-color: var(--snippet-highlight-color); - border-radius: 10%; -} diff --git a/docs/java/type-search-index.js b/docs/java/type-search-index.js index c0a46319..373d08da 100644 --- a/docs/java/type-search-index.js +++ b/docs/java/type-search-index.js @@ -1 +1 @@ -typeSearchIndex = [{"l":"All Classes and Interfaces","u":"allclasses-index.html"},{"p":"com.spotify.voyager.jni","l":"Index"},{"p":"com.spotify.voyager.jni.utils","l":"JniLibExtractor"},{"p":"com.spotify.voyager.jni","l":"Index.QueryResults"},{"p":"com.spotify.voyager.jni","l":"StringIndex.QueryResults"},{"p":"com.spotify.voyager.jni","l":"Index.SpaceType"},{"p":"com.spotify.voyager.jni","l":"Index.StorageDataType"},{"p":"com.spotify.voyager.jni","l":"StringIndex"},{"p":"com.spotify.voyager.jni.utils","l":"TinyJson"}];updateSearchResults(); \ No newline at end of file +typeSearchIndex = [{"l":"All Classes","url":"allclasses-index.html"},{"p":"com.spotify.voyager.jni","l":"Index"},{"p":"com.spotify.voyager.jni.utils","l":"JniLibExtractor"},{"p":"com.spotify.voyager.jni","l":"Index.QueryResults"},{"p":"com.spotify.voyager.jni","l":"StringIndex.QueryResults"},{"p":"com.spotify.voyager.jni","l":"Index.SpaceType"},{"p":"com.spotify.voyager.jni","l":"Index.StorageDataType"},{"p":"com.spotify.voyager.jni","l":"StringIndex"},{"p":"com.spotify.voyager.jni.utils","l":"TinyJson"}] \ No newline at end of file diff --git a/docs/java/type-search-index.zip b/docs/java/type-search-index.zip index a9ea39ac24199c7888d73100f699725ba59dbc45..02950ebde0cf71790afc00669f677bcfd6d52d6f 100644 GIT binary patch delta 30 icmX@WbbyI3z?+#xgn@&DgMp`xF>)f`6BaQ2%?kiynFoOY delta 30 icmX@WbbyI3z?+#xgn@&DgTcKwFnl846BaQ2%?ki;R|v5H diff --git a/java/com_spotify_voyager_jni_Index.cpp b/java/com_spotify_voyager_jni_Index.cpp index 68ea60c0..a2fdbdc4 100644 --- a/java/com_spotify_voyager_jni_Index.cpp +++ b/java/com_spotify_voyager_jni_Index.cpp @@ -750,8 +750,6 @@ void Java_com_spotify_voyager_jni_Index_saveIndex__Ljava_io_OutputStream_2( } } -// TODO: Add asBytes - //////////////////////////////////////////////////////////////////////////////////////////////////// // Load Index //////////////////////////////////////////////////////////////////////////////////////////////////// diff --git a/java/src/main/java/com/spotify/voyager/jni/Index.java b/java/src/main/java/com/spotify/voyager/jni/Index.java index 7e85c84a..f9f7ad9c 100644 --- a/java/src/main/java/com/spotify/voyager/jni/Index.java +++ b/java/src/main/java/com/spotify/voyager/jni/Index.java @@ -21,6 +21,7 @@ package com.spotify.voyager.jni; import com.spotify.voyager.jni.utils.JniLibExtractor; +import java.io.ByteArrayOutputStream; import java.io.Closeable; import java.io.IOException; import java.io.InputStream; @@ -418,6 +419,18 @@ private native void nativeLoadFromInputStreamWithParameters( */ public native void saveIndex(OutputStream outputStream); + /** + * Returns the contents of this index as an array of bytes. The resulting bytes will contain the + * same data as if this index was serialized to disk and then read back into memory again. + * + * @return A {@link byte} array representing the contents of the index + */ + public byte[] asBytes() { + ByteArrayOutputStream byteArrayOutputStream = new ByteArrayOutputStream(); + saveIndex(byteArrayOutputStream); + return byteArrayOutputStream.toByteArray(); + } + /** * Add an item (a vector) to this {@link Index}. The item will automatically be given an * identifier equal to the return value of {@link Index#getNumElements()}. diff --git a/java/src/test/java/com/spotify/voyager/jni/IndexTest.java b/java/src/test/java/com/spotify/voyager/jni/IndexTest.java index 60f88dec..8963b6b2 100644 --- a/java/src/test/java/com/spotify/voyager/jni/IndexTest.java +++ b/java/src/test/java/com/spotify/voyager/jni/IndexTest.java @@ -241,6 +241,10 @@ private void runTestWith( index.saveIndex(outputStream); assertTrue(outputStream.size() > 0); + byte[] indexAsBytes = index.asBytes(); + assertTrue(indexAsBytes.length > 0); + assertTrue(Arrays.equals(indexAsBytes, outputStream.toByteArray())); + // Recreate the index from the outputStream alone and ensure queries still work: try (Index reloadedIndex = Index.load(new ByteArrayInputStream(outputStream.toByteArray()))) { // TODO: Add ef to the set of metadata parameters that gets saved along with the index: From a4902b823cd7519273040d184af32eee80f6a59e Mon Sep 17 00:00:00 2001 From: Mark Koh Date: Tue, 20 Aug 2024 11:27:52 -0600 Subject: [PATCH 38/52] C++ improvements (#63) * Refactor cpp structure * Start to add tests * Try to clean up my mess a bit. Also add PR template * Clean up documentation and got tests running * Uncomment the other tests but they failing right now * Fix java and python cpp src paths * Improve formatting strategy * Run C++ formatter * Add .clang-format to root for CI * Update clang-format action container * Fix find command * Start to replace Catch2 with doctest. Dummy test only * Remove commented test code until namespacing is implemented * Add some actual doctest tests * Use doctest and add combination var checks * Add c++ tests to github workflows * Fix rebase error * Update javadoc * Undo docs changes for cleaner PR * Add EOF EOL * Revert cpp spacing to 80 for cleaner PR * Fix TypedIndex rebase * Add c++ tests to github actions * Add build dir for cmake * Fix windows tests --- .clang-format | 1 + .github/pull_request_template.md | 36 ++++++ .github/workflows/all.yml | 34 +++++- .gitignore | 19 ++- .gitmodules | 3 + CONTRIBUTING.md | 176 ++++++++++++++-------------- cpp/.clang-format | 8 ++ cpp/CMakeLists.txt | 29 +++++ cpp/Makefile | 15 +++ cpp/build/.gitkeep | 0 cpp/include/CMakeLists.txt | 6 + cpp/include/doctest | 1 + cpp/src/CMakeLists.txt | 6 + cpp/{ => src}/E4M3.h | 1 + cpp/{ => src}/Enums.h | 14 ++- cpp/{ => src}/Index.h | 0 cpp/{ => src}/Metadata.h | 2 +- cpp/{ => src}/Spaces/Euclidean.h | 0 cpp/{ => src}/Spaces/InnerProduct.h | 0 cpp/{ => src}/Spaces/Space.h | 0 cpp/{ => src}/StreamUtils.h | 2 +- cpp/{ => src}/TypedIndex.h | 2 +- cpp/{ => src}/array_utils.h | 2 +- cpp/{ => src}/hnswalg.h | 0 cpp/{ => src}/hnswlib.h | 0 cpp/{ => src}/std_utils.h | 2 +- cpp/{ => src}/visited_list_pool.h | 0 cpp/test/.gitignore | 2 + cpp/test/CMakeLists.txt | 18 +++ cpp/test/doctest_setup.cpp | 2 + cpp/test/test_main.cpp | 53 +++++++++ java/JavaInputStream.h | 2 +- java/JavaOutputStream.h | 2 +- java/Makefile | 2 +- python/setup.py | 2 +- python/src/PythonFileLike.h | 2 +- python/src/PythonInputStream.h | 2 +- python/src/PythonOutputStream.h | 2 +- python/test-requirements.txt | 2 +- python/tox.ini | 3 - python/typenames.h | 2 +- python/voyager-headers | 1 - 42 files changed, 344 insertions(+), 112 deletions(-) create mode 120000 .clang-format create mode 100644 .github/pull_request_template.md create mode 100644 .gitmodules create mode 100644 cpp/.clang-format create mode 100644 cpp/CMakeLists.txt create mode 100644 cpp/Makefile create mode 100644 cpp/build/.gitkeep create mode 100644 cpp/include/CMakeLists.txt create mode 160000 cpp/include/doctest create mode 100644 cpp/src/CMakeLists.txt rename cpp/{ => src}/E4M3.h (99%) rename cpp/{ => src}/Enums.h (83%) rename cpp/{ => src}/Index.h (100%) rename cpp/{ => src}/Metadata.h (99%) rename cpp/{ => src}/Spaces/Euclidean.h (100%) rename cpp/{ => src}/Spaces/InnerProduct.h (100%) rename cpp/{ => src}/Spaces/Space.h (100%) rename cpp/{ => src}/StreamUtils.h (99%) rename cpp/{ => src}/TypedIndex.h (99%) rename cpp/{ => src}/array_utils.h (99%) rename cpp/{ => src}/hnswalg.h (100%) rename cpp/{ => src}/hnswlib.h (100%) rename cpp/{ => src}/std_utils.h (99%) rename cpp/{ => src}/visited_list_pool.h (100%) create mode 100644 cpp/test/.gitignore create mode 100644 cpp/test/CMakeLists.txt create mode 100644 cpp/test/doctest_setup.cpp create mode 100644 cpp/test/test_main.cpp delete mode 120000 python/voyager-headers diff --git a/.clang-format b/.clang-format new file mode 120000 index 00000000..aefd1079 --- /dev/null +++ b/.clang-format @@ -0,0 +1 @@ +cpp/.clang-format \ No newline at end of file diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md new file mode 100644 index 00000000..89ce7c24 --- /dev/null +++ b/.github/pull_request_template.md @@ -0,0 +1,36 @@ +## Description + + +## Related Issues + + +## Changes Made + + +### C++ + + +### Python + + +### Java + + +## Testing + + +## Checklist + + +- [ ] My code follows the code style of this project. +- [ ] I have added and/or updated appropriate documentation (if applicable). +- [ ] All new and existing tests pass locally with these changes. +- [ ] I have run static code analysis (if available) and resolved any issues. +- [ ] I have considered backward compatibility (if applicable). +- [ ] I have confirmed that this PR does not introduce any security vulnerabilities. + +## Additional Comments + diff --git a/.github/workflows/all.yml b/.github/workflows/all.yml index 02a292d6..505e2fc0 100644 --- a/.github/workflows/all.yml +++ b/.github/workflows/all.yml @@ -39,8 +39,38 @@ jobs: - name: Check C++ Formatting uses: jidicula/clang-format-action@v4.13.0 with: - clang-format-version: 14 - fallback-style: LLVM + clang-format-version: 16 + + run-cpp-tests: + runs-on: ${{ matrix.os }} + continue-on-error: true + defaults: + run: + working-directory: cpp + strategy: + matrix: + # TODO: Switch back to macos-latest once https://github.com/actions/python-versions/pull/114 is fixed + os: + - 'ubuntu-latest' + - windows-latest + - macos-12 + name: Test C++ on ${{ matrix.os }} + steps: + - uses: actions/checkout@v3 + with: + submodules: recursive + - name: Install CMake (Windows) + if: matrix.os == 'windows-latest' + run: | + choco install cmake --installargs 'ADD_CMAKE_TO_PATH=System' + - name: Install CMake (MacOS) + if: matrix.os == 'macos-12' + run: brew install cmake + - name: Install CMake (Ubuntu) + if: matrix.os == 'ubuntu-latest' + run: sudo apt-get install -y cmake + - name: Run tests + run: make test run-java-tests: continue-on-error: true diff --git a/.gitignore b/.gitignore index c4935192..f5287bce 100644 --- a/.gitignore +++ b/.gitignore @@ -1,5 +1,6 @@ *.egg-info/ -build/ +*/build/* +!build/.gitkeep dist/ tmp/ __pycache__/ @@ -18,3 +19,19 @@ java/classpath.txt java/linux-build/include/* python/voyager-headers .asv/ + +# Cmake +CMakeLists.txt.user +CMakeCache.txt +CMakeFiles +CMakeScripts +Testing +Makefile +!cpp/Makefile +cmake_install.cmake +install_manifest.txt +compile_commands.json +CTestTestfile.cmake +_deps +DartConfiguration.tcl +VoyagerTests diff --git a/.gitmodules b/.gitmodules new file mode 100644 index 00000000..ad8e9471 --- /dev/null +++ b/.gitmodules @@ -0,0 +1,3 @@ +[submodule "cpp/include/doctest"] + path = cpp/include/doctest + url = git@github.com:doctest/doctest.git diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index c4c28b8b..2ef187e9 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -1,38 +1,47 @@ # How to Contribute - We'd love to get patches from you! -## Getting Started +#### Workflow +We follow the [GitHub Flow Workflow](https://guides.github.com/introduction/flow/): -### Prerequisites +1. Fork the project +1. Check out the `master` branch +1. Create a feature branch +1. Write code and tests for your change +1. From your branch, make a pull request against `https://github.com/spotify/voyager` +1. Work with repo maintainers to get your change reviewed +1. Wait for your change to be pulled into `https://github.com/spotify/voyager/master` +1. Delete your feature branch +## Getting Started +### Prerequisites To compile Voyager from scratch, the following packages will need to be installed: - [Python 3.7](https://www.python.org/downloads/) or higher. - A C++ compiler, e.g. `gcc`, `clang`, etc. ### Building Voyager +#### Building Python +There are some nuances to building the Voyager python code. Please read on for more information. +For basic building, you should be able to simply run the following commands: ```shell -git clone git@github.com:spotify/voyager.git -cd voyager -pip3 install -r python/dev-requirements.txt -pip3 install . +cd python +pip install -r python/dev-requirements.txt +pip install . ``` To compile a debug build of `voyager` that allows using a debugger (like gdb or lldb), use the following command to build the package locally and install a symbolic link for debugging: ```shell cd python -DEBUG=1 python3 setup.py build develop +DEBUG=1 python setup.py build develop ``` -Then, you can `import voyager` from Python (or run the tests with `tox`) to test out your local changes. - > If you're on macOS or Linux, you can try to compile a debug build _faster_ by using [Ccache](https://ccache.dev/): > ## macOS > ```shell > brew install ccache -> rm -rf build && CC="ccache clang" CXX="ccache clang++" DEBUG=1 python3 -j8 -m pip install -e . +> rm -rf build && CC="ccache clang" CXX="ccache clang++" DEBUG=1 python -j8 -m pip install -e . > ``` > ## Linux > e.g. @@ -40,52 +49,33 @@ Then, you can `import voyager` from Python (or run the tests with `tox`) to test > sudo yum install ccache # or apt, if on a Debian > > # If using GCC: -> rm -rf build && CC="ccache gcc" CXX="scripts/ccache_g++" DEBUG=1 python3 setup.py build -j8 develop +> rm -rf build && CC="ccache gcc" CXX="scripts/ccache_g++" DEBUG=1 python setup.py build -j8 develop > > # ...or if using Clang: -> rm -rf build && CC="ccache clang" CXX="scripts/ccache_clang++" DEBUG=1 python3 setup.py build -j8 develop +> rm -rf build && CC="ccache clang" CXX="scripts/ccache_clang++" DEBUG=1 python setup.py build -j8 develop > ``` -### Updating Documentation -If you notice that the documentation is out of date, feel free to run these commands in order to update the docs and make a PR with the changes. - -#### Python -While `voyager` is mostly C++ code, it ships with `.pyi` files to allow for type hints in text editors and via MyPy. To update the Python type hint files, use the following commands: - -```shell -cd python -python3 -m scripts.generate_type_stubs_and_docs -# Documentation will be dumped into ../docs/python/ -``` - -#### Java -To update the javadocs for the java bindings, you can simply run: - +#### Building Java +To build the Java library with `maven`, use the following commands: ```shell cd java mvn package ``` -this will update the java documentation located in [docs/java/](https://github.com/spotify/voyager/tree/main/docs/java). - -## Workflow - -We follow the [GitHub Flow Workflow](https://guides.github.com/introduction/flow/): - -1. Fork the project -1. Check out the `master` branch -1. Create a feature branch -1. Write code and tests for your change -1. From your branch, make a pull request against `https://github.com/spotify/voyager` -1. Work with repo maintainers to get your change reviewed -1. Wait for your change to be pulled into `https://github.com/spotify/voyager/master` -1. Delete your feature branch +#### Building C++ +To build the C++ library with `cmake`, use the following commands: +```shell +cd cpp +git submodule update --init --recursive +make build +``` ## Testing - +### Python Tests We use `tox` for testing - running tests from end-to-end should be as simple as: ``` +cd python pip3 install tox tox ``` @@ -110,10 +100,26 @@ asv continuous --sort name --no-only-changed HEAD main Please note that `airspeed-velocity` can only run benchmarks against a git commit, so if you have uncommited code that you want to run benchmarks for you need to commit it first. -## Style +### Java Tests +We provide java test execution as a maven test step. Thus you can run the tests with: +```shell +cd java +mvn verify +``` + +### C++ Tests +To run the C++ tests, use the following commands: +```shell +cd cpp +git submodule update --init --recursive +make test +``` + +## Style Use [`clang-format`](https://clang.llvm.org/docs/ClangFormat.html) for C++ code, and `black` with defaults for Python code. +### Python In order to check and run formatting within the python module, you can use tox to facilitate this. ```bash cd python @@ -123,8 +129,43 @@ tox -e check-formatting tox -e format ``` -## Issues +### C++ +If you are working on any C++ code throughout the repo, ensure you have `clang-format` (version 16) installed, and then use clang-format to handle C++ formatting: +```bash +cd cpp +cmake . +# Check formatting only (don't change files) +make check-formatting +# Run formatter +make format +``` + +### Updating Documentation +We also welcome improvements to the project documentation or to the existing +docs. Please file an [issue](https://github.com/spotify/voyager/issues/new). + +If you notice that the generated API documentation is out of date, feel free to run these commands in order to update the docs and make a PR with the changes. + +#### Python +While `voyager` is mostly C++ code, it ships with `.pyi` files to allow for type hints in text editors and via MyPy. To update the Python type hint files, use the following commands: + +```shell +cd python +python3 -m scripts.generate_type_stubs_and_docs +# Documentation will be dumped into ../docs/python/ +``` + +#### Java +To update the javadocs for the java bindings, you can simply run: + +```shell +cd java +mvn package +``` +This will update the java documentation located in [docs/java/](https://github.com/spotify/voyager/tree/main/docs/java). + +## Issues When creating an issue please try to ahere to the following format: One line summary of the issue (less than 72 characters) @@ -141,47 +182,7 @@ When creating an issue please try to ahere to the following format: List all relevant steps to reproduce the observed behaviour. -## Pull Requests - -Files should be exempt of trailing spaces. - -We adhere to a specific format for commit messages. Please write your commit -messages along these guidelines. Please keep the line width no greater than 80 -columns (You can use `fmt -n -p -w 80` to accomplish this). - - One line description of your change (less than 72 characters) - - Problem - - Explain the context and why you're making that change. What is the problem - you're trying to solve? In some cases there is not a problem and this can be - thought of being the motivation for your change. - - Solution - - Describe the modifications you've done. - - Result - - What will change as a result of your pull request? Note that sometimes this - section is unnecessary because it is self-explanatory based on the solution. - -Some important notes regarding the summary line: - -* Describe what was done; not the result -* Use the active voice -* Use the present tense -* Capitalize properly -* Do not end in a period — this is a title/subject -* Prefix the subject with its scope - -## Documentation - -We also welcome improvements to the project documentation or to the existing -docs. Please file an [issue](https://github.com/spotify/voyager/issues/new). - ## First Contributions - If you are a first time contributor to `voyager`, familiarize yourself with the: * [Code of Conduct](CODE_OF_CONDUCT.md) * [GitHub Flow Workflow](https://guides.github.com/introduction/flow/) @@ -192,20 +193,15 @@ When you're ready, navigate to [issues](https://github.com/spotify/voyager/issue There is a lot to learn when making your first contribution. As you gain experience, you will be able to make contributions faster. You can submit an issue using the [question](https://github.com/spotify/voyager/labels/question) label if you encounter challenges. # License - By contributing your code, you agree to license your contribution under the terms of the [LICENSE](https://github.com/spotify/voyager/blob/master/LICENSE). # Code of Conduct - Read our [Code of Conduct](CODE_OF_CONDUCT.md) for the project. # Troubleshooting - ## Building the project - ### `ModuleNotFoundError: No module named 'pybind11'` - Try updating your version of `pip`: ```shell pip install --upgrade pip diff --git a/cpp/.clang-format b/cpp/.clang-format new file mode 100644 index 00000000..94f0987d --- /dev/null +++ b/cpp/.clang-format @@ -0,0 +1,8 @@ +--- +BasedOnStyle: LLVM +IndentWidth: 2 +InsertNewlineAtEOF: true +--- +Language: Cpp +# Use 120 columns since we have big screens now +ColumnLimit: 80 diff --git a/cpp/CMakeLists.txt b/cpp/CMakeLists.txt new file mode 100644 index 00000000..720f3d43 --- /dev/null +++ b/cpp/CMakeLists.txt @@ -0,0 +1,29 @@ +cmake_minimum_required(VERSION 3.20) +project(Voyager) + +set(CMAKE_CXX_STANDARD 17) +set(LLVM_CXX_STD 17) +set(CMAKE_CXX_STANDARD_REQUIRED ON) + +enable_testing() + +add_subdirectory(include) +add_subdirectory(src) +add_subdirectory(test) + +# Define our find command with any appropriate directory exclusions (add another with `-o -path -prune`) +set(FIND_COMMAND find .. -path ../cpp/include -prune -o -path ../cpp/CMakeFiles -prune -o -path ../python/.tox -prune -o -name "*.cpp" -print -o -name "*.h" -type f -print) +set(CHECK_FORMAT_COMMAND clang-format --verbose --dry-run -i) +set(FORMAT_COMMAND clang-format --verbose -i) + +# Check formatting only +add_custom_target(check-formatting + COMMAND ${CHECK_FORMAT_COMMAND} `${FIND_COMMAND}` + COMMENT "Checking C++ formatting" +) + +# Run formatter +add_custom_target(format + COMMAND ${FORMAT_COMMAND} `${FIND_COMMAND}` + COMMENT "Running C++ formatter" +) diff --git a/cpp/Makefile b/cpp/Makefile new file mode 100644 index 00000000..62b1dc73 --- /dev/null +++ b/cpp/Makefile @@ -0,0 +1,15 @@ +default_target: build + +BUILD_DIR := build + +cmake: + cmake -S . -B $(BUILD_DIR) + +build: cmake + cmake --build ${BUILD_DIR} + +test: build + ctest --test-dir ${BUILD_DIR} + +clean: + rm -rf ${BUILD_DIR}/* \ No newline at end of file diff --git a/cpp/build/.gitkeep b/cpp/build/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/cpp/include/CMakeLists.txt b/cpp/include/CMakeLists.txt new file mode 100644 index 00000000..7c5b1f26 --- /dev/null +++ b/cpp/include/CMakeLists.txt @@ -0,0 +1,6 @@ + +add_library(doctest INTERFACE) +target_include_directories(doctest + INTERFACE + doctest/doctest +) diff --git a/cpp/include/doctest b/cpp/include/doctest new file mode 160000 index 00000000..ae7a1353 --- /dev/null +++ b/cpp/include/doctest @@ -0,0 +1 @@ +Subproject commit ae7a13539fb71f270b87eb2e874fbac80bc8dda2 diff --git a/cpp/src/CMakeLists.txt b/cpp/src/CMakeLists.txt new file mode 100644 index 00000000..28724010 --- /dev/null +++ b/cpp/src/CMakeLists.txt @@ -0,0 +1,6 @@ +add_library(VoyagerLib INTERFACE) +target_include_directories(VoyagerLib + INTERFACE + . + Spaces +) diff --git a/cpp/E4M3.h b/cpp/src/E4M3.h similarity index 99% rename from cpp/E4M3.h rename to cpp/src/E4M3.h index 37f6b523..ed241efd 100644 --- a/cpp/E4M3.h +++ b/cpp/src/E4M3.h @@ -21,6 +21,7 @@ #pragma once #include +#include static constexpr float ALL_E4M3_VALUES[256] = { 0, diff --git a/cpp/Enums.h b/cpp/src/Enums.h similarity index 83% rename from cpp/Enums.h rename to cpp/src/Enums.h index 95d11b74..b0f3377c 100644 --- a/cpp/Enums.h +++ b/cpp/src/Enums.h @@ -1,5 +1,7 @@ #pragma once +#include + /** * The space (i.e. distance metric) to use for searching. */ @@ -47,4 +49,14 @@ inline const std::string toString(SpaceType space) { default: return "Unknown space type (value " + std::to_string((int)space) + ")"; } -} \ No newline at end of file +} + +std::ostream &operator<<(std::ostream &os, const SpaceType space) { + os << toString(space); + return os; +} + +std::ostream &operator<<(std::ostream &os, const StorageDataType sdt) { + os << toString(sdt); + return os; +} diff --git a/cpp/Index.h b/cpp/src/Index.h similarity index 100% rename from cpp/Index.h rename to cpp/src/Index.h diff --git a/cpp/Metadata.h b/cpp/src/Metadata.h similarity index 99% rename from cpp/Metadata.h rename to cpp/src/Metadata.h index 0032346b..feaced34 100644 --- a/cpp/Metadata.h +++ b/cpp/src/Metadata.h @@ -139,4 +139,4 @@ loadFromStream(std::shared_ptr inputStream) { }; } // namespace Metadata -}; // namespace voyager \ No newline at end of file +}; // namespace voyager diff --git a/cpp/Spaces/Euclidean.h b/cpp/src/Spaces/Euclidean.h similarity index 100% rename from cpp/Spaces/Euclidean.h rename to cpp/src/Spaces/Euclidean.h diff --git a/cpp/Spaces/InnerProduct.h b/cpp/src/Spaces/InnerProduct.h similarity index 100% rename from cpp/Spaces/InnerProduct.h rename to cpp/src/Spaces/InnerProduct.h diff --git a/cpp/Spaces/Space.h b/cpp/src/Spaces/Space.h similarity index 100% rename from cpp/Spaces/Space.h rename to cpp/src/Spaces/Space.h diff --git a/cpp/StreamUtils.h b/cpp/src/StreamUtils.h similarity index 99% rename from cpp/StreamUtils.h rename to cpp/src/StreamUtils.h index c3d74148..d76c2ec4 100644 --- a/cpp/StreamUtils.h +++ b/cpp/src/StreamUtils.h @@ -177,4 +177,4 @@ static void readBinaryPOD(std::shared_ptr in, T &podRef) { " bytes from stream! Got " + std::to_string(bytesRead) + "."); } -} \ No newline at end of file +} diff --git a/cpp/TypedIndex.h b/cpp/src/TypedIndex.h similarity index 99% rename from cpp/TypedIndex.h rename to cpp/src/TypedIndex.h index e8905e4e..63066a40 100644 --- a/cpp/TypedIndex.h +++ b/cpp/src/TypedIndex.h @@ -760,4 +760,4 @@ std::unique_ptr loadTypedIndexFromStream(std::shared_ptr inputStream) { return loadTypedIndexFromMetadata( voyager::Metadata::loadFromStream(inputStream), inputStream); -} \ No newline at end of file +} diff --git a/cpp/array_utils.h b/cpp/src/array_utils.h similarity index 99% rename from cpp/array_utils.h rename to cpp/src/array_utils.h index 2e497a99..7c2a7556 100644 --- a/cpp/array_utils.h +++ b/cpp/src/array_utils.h @@ -308,4 +308,4 @@ template vec) { return toFloatVectorString(vec.data(), vec.size()); -} \ No newline at end of file +} diff --git a/cpp/hnswalg.h b/cpp/src/hnswalg.h similarity index 100% rename from cpp/hnswalg.h rename to cpp/src/hnswalg.h diff --git a/cpp/hnswlib.h b/cpp/src/hnswlib.h similarity index 100% rename from cpp/hnswlib.h rename to cpp/src/hnswlib.h diff --git a/cpp/std_utils.h b/cpp/src/std_utils.h similarity index 99% rename from cpp/std_utils.h rename to cpp/src/std_utils.h index 9486c9db..26caf55b 100644 --- a/cpp/std_utils.h +++ b/cpp/src/std_utils.h @@ -139,4 +139,4 @@ void mergePriorityQueues( while (dest.size() > maxElements) dest.pop(); -} \ No newline at end of file +} diff --git a/cpp/visited_list_pool.h b/cpp/src/visited_list_pool.h similarity index 100% rename from cpp/visited_list_pool.h rename to cpp/src/visited_list_pool.h diff --git a/cpp/test/.gitignore b/cpp/test/.gitignore new file mode 100644 index 00000000..5301e597 --- /dev/null +++ b/cpp/test/.gitignore @@ -0,0 +1,2 @@ +test +test-*.cmake \ No newline at end of file diff --git a/cpp/test/CMakeLists.txt b/cpp/test/CMakeLists.txt new file mode 100644 index 00000000..a46805c1 --- /dev/null +++ b/cpp/test/CMakeLists.txt @@ -0,0 +1,18 @@ +# List the test source files +set(TEST_FILES test_main.cpp doctest_setup.cpp) # Add any test files here + +# Create an executable for the tests +add_executable(VoyagerTests ${TEST_FILES}) + +# Link the test executable with the main project and Doctest +# target_link_libraries(MyProjectTests PRIVATE MyProject doctest::doctest) +target_link_libraries(VoyagerTests + PUBLIC + VoyagerLib + PRIVATE + doctest +) + +# Discover tests using Doctest +include(${CMAKE_SOURCE_DIR}/include/doctest/scripts/cmake/doctest.cmake) +doctest_discover_tests(VoyagerTests) diff --git a/cpp/test/doctest_setup.cpp b/cpp/test/doctest_setup.cpp new file mode 100644 index 00000000..a3f832e4 --- /dev/null +++ b/cpp/test/doctest_setup.cpp @@ -0,0 +1,2 @@ +#define DOCTEST_CONFIG_IMPLEMENT_WITH_MAIN +#include "doctest.h" diff --git a/cpp/test/test_main.cpp b/cpp/test/test_main.cpp new file mode 100644 index 00000000..dbfa5dc1 --- /dev/null +++ b/cpp/test/test_main.cpp @@ -0,0 +1,53 @@ +#include "doctest.h" + +#include "TypedIndex.h" +#include +#include + +template > +void testCombination(TypedIndex &index, + SpaceType spaceType, int numDimensions, + StorageDataType storageType) { + CHECK(toString(index.getSpace()) == toString(spaceType)); + CHECK(index.getNumDimensions() == numDimensions); + CHECK(toString(index.getStorageDataType()) == toString(storageType)); +} + +TEST_CASE("Test combinations of different instantiations and sizes") { + std::vector spaceTypesSet = {SpaceType::Euclidean, + SpaceType::InnerProduct}; + std::vector numDimensionsSet = {4, 16, 128, 1024}; + std::vector numElementsSet = {100, 1000, 100000}; + std::vector storageTypesSet = { + StorageDataType::Float8, StorageDataType::Float32, StorageDataType::E4M3}; + + auto count = 0; + + for (auto spaceType : spaceTypesSet) { + for (auto numDimensions : numDimensionsSet) { + for (auto numElements : numElementsSet) { + for (auto storageType : storageTypesSet) { + SUBCASE("Test instantiation ") { + CAPTURE(spaceType); + CAPTURE(numDimensions); + CAPTURE(numElements); + CAPTURE(storageType); + + if (storageType == StorageDataType::Float8) { + auto index = TypedIndex>( + spaceType, numDimensions); + testCombination(index, spaceType, numDimensions, storageType); + } else if (storageType == StorageDataType::Float32) { + auto index = TypedIndex(spaceType, numDimensions); + testCombination(index, spaceType, numDimensions, storageType); + } else if (storageType == StorageDataType::E4M3) { + auto index = TypedIndex(spaceType, numDimensions); + testCombination(index, spaceType, numDimensions, storageType); + } + } + } + } + } + } +} diff --git a/java/JavaInputStream.h b/java/JavaInputStream.h index ac4d8d8f..2a22e1a6 100644 --- a/java/JavaInputStream.h +++ b/java/JavaInputStream.h @@ -144,4 +144,4 @@ class JavaInputStream : public InputStream { jobject inputStream; std::vector peekValue; long long bytesRead = 0; -}; \ No newline at end of file +}; diff --git a/java/JavaOutputStream.h b/java/JavaOutputStream.h index 593da0dc..5db295ee 100644 --- a/java/JavaOutputStream.h +++ b/java/JavaOutputStream.h @@ -87,4 +87,4 @@ class JavaOutputStream : public OutputStream { private: JNIEnv *env; jobject outputStream; -}; \ No newline at end of file +}; diff --git a/java/Makefile b/java/Makefile index a30e4ab8..723eef84 100755 --- a/java/Makefile +++ b/java/Makefile @@ -7,7 +7,7 @@ UNAME_S := $(shell uname -s) MAC_SOBJ := libvoyager.dylib LINUX_SOBJ := libvoyager.so WIN_SOBJ := voyager.dll -CPP_SRC_DIR := ../cpp/ +CPP_SRC_DIR := ../cpp/src/ SOURCE := com_spotify_voyager_jni_Index.cpp HEADERS := $(SOURCE:.cpp=.h) $(wildcard ../cpp/*.h) diff --git a/python/setup.py b/python/setup.py index 272d28f0..dd8368db 100644 --- a/python/setup.py +++ b/python/setup.py @@ -25,7 +25,7 @@ from setuptools.command.build_ext import build_ext # Find the "cpp" folder depending on where this script is run from: -for search_path in ["./cpp/", "../cpp/", "../../cpp/"]: +for search_path in ["./cpp/src/", "../cpp/src/", "../../cpp/src/"]: path = os.path.abspath(os.path.join(os.path.dirname(__file__), search_path)) if os.path.exists(path): VOYAGER_HEADERS_PATH = path diff --git a/python/src/PythonFileLike.h b/python/src/PythonFileLike.h index 613dcd35..7fd2fea6 100644 --- a/python/src/PythonFileLike.h +++ b/python/src/PythonFileLike.h @@ -87,4 +87,4 @@ class PythonFileLike { protected: py::object fileLike; -}; \ No newline at end of file +}; diff --git a/python/src/PythonInputStream.h b/python/src/PythonInputStream.h index 6a1d8dd8..2cb6a0ab 100644 --- a/python/src/PythonInputStream.h +++ b/python/src/PythonInputStream.h @@ -201,4 +201,4 @@ class PythonInputStream : public InputStream, PythonFileLike { long long totalLength = -1; std::vector peekValue; bool lastReadWasSmallerThanExpected = false; -}; \ No newline at end of file +}; diff --git a/python/src/PythonOutputStream.h b/python/src/PythonOutputStream.h index fc30b5c5..58ca658b 100644 --- a/python/src/PythonOutputStream.h +++ b/python/src/PythonOutputStream.h @@ -70,4 +70,4 @@ class PythonOutputStream : public OutputStream, public PythonFileLike { return true; } -}; \ No newline at end of file +}; diff --git a/python/test-requirements.txt b/python/test-requirements.txt index 6d7bfb0c..c99a94db 100644 --- a/python/test-requirements.txt +++ b/python/test-requirements.txt @@ -1,5 +1,5 @@ pytest tox black -clang-format +clang-format~=16.0 zstd \ No newline at end of file diff --git a/python/tox.ini b/python/tox.ini index 9449ce25..4f6f0a34 100644 --- a/python/tox.ini +++ b/python/tox.ini @@ -10,7 +10,6 @@ deps = allowlist_externals = bash commands = - bash -c "[ -L voyager-headers ] || [ -d voyager-headers ] || cp -r {toxinidir}/../src ./voyager-headers/" python -m pip install . pytest {posargs} @@ -22,7 +21,6 @@ deps = skip_install = true commands = black voyager tests --diff --check --line-length 120 - clang-format -style=LLVM -Werror --dry-run bindings.cpp [testenv:format] basepython = python3 @@ -32,7 +30,6 @@ deps = skip_install = true commands = black voyager tests --line-length 120 - clang-format -style=LLVM -i bindings.cpp [testenv:lint] basepython = python3 diff --git a/python/typenames.h b/python/typenames.h index 61184a55..f0c1b8f3 100644 --- a/python/typenames.h +++ b/python/typenames.h @@ -25,4 +25,4 @@ template <> const std::string typeName() { return "uint32"; } template <> const std::string typeName() { return "float32"; } template <> const std::string typeName() { return "int64"; } template <> const std::string typeName() { return "uint64"; } -template <> const std::string typeName() { return "float64"; } \ No newline at end of file +template <> const std::string typeName() { return "float64"; } diff --git a/python/voyager-headers b/python/voyager-headers deleted file mode 120000 index abf4cd45..00000000 --- a/python/voyager-headers +++ /dev/null @@ -1 +0,0 @@ -../cpp \ No newline at end of file From 88cfc468617fde8360ac6db7e71bc578ba49ed16 Mon Sep 17 00:00:00 2001 From: Stephen Xie Date: Tue, 10 Sep 2024 13:44:31 -0400 Subject: [PATCH 39/52] C++ Improvements - API enhancement and increase testing (#85) * Add C++ tests and overloaded Index methods that accept 2D vector of floats instead of NDArray * Use most recent version of clang-format * Undo clang-format bump. Fix formatting * clean up C++ test, increase number of vectors * Fix comment * Move code into reusable function * Use quantized random input vectors for Float8 and E4M3 storage. Remove unused util methods * Optimize vectorsToNDArray() and add validation for vector sizes, add tests --- .gitignore | 1 + cpp/src/Index.h | 9 ++ cpp/src/TypedIndex.h | 12 +++ cpp/src/array_utils.h | 27 +++++ cpp/test/CMakeLists.txt | 3 + cpp/test/test_main.cpp | 229 ++++++++++++++++++++++++++++++++++------ cpp/test/test_utils.cpp | 41 +++++++ 7 files changed, 290 insertions(+), 32 deletions(-) create mode 100644 cpp/test/test_utils.cpp diff --git a/.gitignore b/.gitignore index f5287bce..f46320cf 100644 --- a/.gitignore +++ b/.gitignore @@ -19,6 +19,7 @@ java/classpath.txt java/linux-build/include/* python/voyager-headers .asv/ +*.dSYM # Cmake CMakeLists.txt.user diff --git a/cpp/src/Index.h b/cpp/src/Index.h index f6fe581c..a8b82ee3 100644 --- a/cpp/src/Index.h +++ b/cpp/src/Index.h @@ -71,6 +71,11 @@ class Index { virtual hnswlib::labeltype addItem(std::vector vector, std::optional id) = 0; + + virtual std::vector + addItems(std::vector> input, + std::vector ids = {}, int numThreads = -1) = 0; + virtual std::vector addItems(NDArray input, std::vector ids = {}, int numThreads = -1) = 0; @@ -86,6 +91,10 @@ class Index { virtual std::tuple, std::vector> query(std::vector queryVector, int k = 1, long queryEf = -1) = 0; + virtual std::tuple, NDArray> + query(std::vector> queryVectors, int k = 1, + int numThreads = -1, long queryEf = -1) = 0; + virtual std::tuple, NDArray> query(NDArray queryVectors, int k = 1, int numThreads = -1, long queryEf = -1) = 0; diff --git a/cpp/src/TypedIndex.h b/cpp/src/TypedIndex.h index 63066a40..c30ae97c 100644 --- a/cpp/src/TypedIndex.h +++ b/cpp/src/TypedIndex.h @@ -290,6 +290,12 @@ class TypedIndex : public Index { return addItems(NDArray(vector, {1, (int)vector.size()}), ids)[0]; } + std::vector + addItems(const std::vector> vectors, + std::vector ids = {}, int numThreads = -1) { + return addItems(vectorsToNDArray(vectors), ids, numThreads); + } + std::vector addItems(NDArray floatInput, std::vector ids = {}, int numThreads = -1) { @@ -502,6 +508,12 @@ class TypedIndex : public Index { return algorithmImpl->label_lookup_; } + std::tuple, NDArray> + query(std::vector> floatQueryVectors, int k = 1, + int numThreads = -1, long queryEf = -1) { + return query(vectorsToNDArray(floatQueryVectors), k, numThreads, queryEf); + } + std::tuple, NDArray> query(NDArray floatQueryVectors, int k = 1, int numThreads = -1, long queryEf = -1) { diff --git a/cpp/src/array_utils.h b/cpp/src/array_utils.h index 7c2a7556..42717eff 100644 --- a/cpp/src/array_utils.h +++ b/cpp/src/array_utils.h @@ -309,3 +309,30 @@ std::string toFloatVectorString(std::vector vec) { return toFloatVectorString(vec.data(), vec.size()); } + +/** Convert a 2D vector of float to NDArray */ +NDArray vectorsToNDArray(std::vector> vectors) { + int numVectors = vectors.size(); + int dimensions = numVectors > 0 ? vectors[0].size() : 0; + std::array shape = {numVectors, dimensions}; + + // Flatten the 2d array into the NDArray's underlying 1D vector + std::vector flatArray(numVectors * dimensions); + // Pointer to the beginning of the flat array + float *flatArrayPtr = flatArray.data(); + for (const auto &vector : vectors) { + // check that all provided vectors are same size, using the 1st vector as + // the reference + if (vector.size() != dimensions) { + throw std::invalid_argument("All vectors must be of the same size, but " + "received vectors of size: " + + std::to_string(dimensions) + " and " + + std::to_string(vector.size()) + "."); + } + // Use std::memcpy to copy the elements directly into the flat array + std::memcpy(flatArrayPtr, vector.data(), vector.size() * sizeof(float)); + flatArrayPtr += vector.size(); // Increment the pointer + } + + return NDArray(flatArray, shape); +} diff --git a/cpp/test/CMakeLists.txt b/cpp/test/CMakeLists.txt index a46805c1..1606f1a7 100644 --- a/cpp/test/CMakeLists.txt +++ b/cpp/test/CMakeLists.txt @@ -4,6 +4,9 @@ set(TEST_FILES test_main.cpp doctest_setup.cpp) # Add any test files here # Create an executable for the tests add_executable(VoyagerTests ${TEST_FILES}) +# Add compiler flags +target_compile_options(VoyagerTests PRIVATE -g) + # Link the test executable with the main project and Doctest # target_link_libraries(MyProjectTests PRIVATE MyProject doctest::doctest) target_link_libraries(VoyagerTests diff --git a/cpp/test/test_main.cpp b/cpp/test/test_main.cpp index dbfa5dc1..e35f81a1 100644 --- a/cpp/test/test_main.cpp +++ b/cpp/test/test_main.cpp @@ -1,49 +1,175 @@ #include "doctest.h" #include "TypedIndex.h" +#include "test_utils.cpp" #include #include template > -void testCombination(TypedIndex &index, - SpaceType spaceType, int numDimensions, - StorageDataType storageType) { - CHECK(toString(index.getSpace()) == toString(spaceType)); - CHECK(index.getNumDimensions() == numDimensions); - CHECK(toString(index.getStorageDataType()) == toString(storageType)); +void testIndexProperties(TypedIndex &index, + SpaceType spaceType, int numDimensions, + StorageDataType storageType) { + REQUIRE(toString(index.getSpace()) == toString(spaceType)); + REQUIRE(index.getNumDimensions() == numDimensions); + REQUIRE(toString(index.getStorageDataType()) == toString(storageType)); } -TEST_CASE("Test combinations of different instantiations and sizes") { - std::vector spaceTypesSet = {SpaceType::Euclidean, - SpaceType::InnerProduct}; - std::vector numDimensionsSet = {4, 16, 128, 1024}; - std::vector numElementsSet = {100, 1000, 100000}; +/** + * Test the query method of the index. The index is populated with random + * vectors, and then queried with the same vectors. The expected result is that + * each vector's nearest neighbor is itself and that the distance is zero + * (allowing for some precision error based on the storage type). + */ +template > +void testQuery(TypedIndex &index, int numVectors, + int numDimensions, SpaceType spaceType, + StorageDataType storageType, bool testSingleVectorMethod, + float precisionTolerance) { + /** + * Create test data and ids. If we are using Float8 or E4M3 storage, quantize + * the vector values, if we are using Float32 storage, keep the float values + * as-is. We want to match the storage type use case with the input data. + */ + std::vector> inputData; + if (storageType == StorageDataType::Float8 || + storageType == StorageDataType::E4M3) { + inputData = randomQuantizedVectors(numVectors, numDimensions); + } else if (storageType == StorageDataType::Float32) { + inputData = randomVectors(numVectors, numDimensions); + } + std::vector ids(numVectors); + for (int i = 0; i < numVectors; i++) { + ids[i] = i; + } + + // add items to index + if (testSingleVectorMethod == true) { + for (auto id : ids) { + index.addItem(inputData[id], id); + } + } else { + index.addItems(inputData, ids, -1); + } + + int k = 1; + float lowerBound = 0.0f - precisionTolerance; + float upperBound = 0.0f + precisionTolerance; + + // Use the single-query interface (query with a single target vector) + for (long queryEf = 100; queryEf <= numVectors; queryEf *= 10) { + for (int i = 0; i < numVectors; i++) { + + /** + * Use the raw inputData as target vectors for querying. We don't use the + * index data because once data has been added to the index, the model can + * change the "ground truth" by changing the data format. + */ + auto targetVector = inputData[i]; + auto nearestNeighbor = index.query(targetVector, k, queryEf); + + auto labels = std::get<0>(nearestNeighbor); + auto distances = std::get<1>(nearestNeighbor); + REQUIRE(labels.size() == k); + REQUIRE(distances.size() == k); + + /** + * E4M3 is too low precision for us to confidently assume that querying + * with the unquantized (fp32) vector will return the quantized vector as + * its NN. InnerProduct will have negative distance to the closest item, + * not zero + */ + if (storageType != StorageDataType::E4M3 && + spaceType != SpaceType::InnerProduct) { + REQUIRE(i == labels[0]); + REQUIRE(distances[0] >= lowerBound); + REQUIRE(distances[0] <= upperBound); + } + } + } + + // Use the bulk-query interface (query with multiple target vectors at once) + for (long queryEf = 100; queryEf <= numVectors; queryEf *= 10) { + auto nearestNeighbors = index.query( + inputData, /* k= */ k, /* numThreads= */ -1, /* queryEf= */ queryEf); + NDArray labels = std::get<0>(nearestNeighbors); + NDArray distances = std::get<1>(nearestNeighbors); + REQUIRE(labels.shape[0] == numVectors); + REQUIRE(labels.shape[1] == k); + REQUIRE(distances.shape[0] == numVectors); + REQUIRE(distances.shape[1] == k); + + for (int i = 0; i < numVectors; i++) { + auto label = labels.data[i]; + auto distance = distances.data[i]; + + /** + * E4M3 is too low precision for us to confidently assume that querying + * with the unquantized (fp32) vector will return the quantized vector + * as its NN. InnerProduct will have negative distance to the closest + * item, not zero + */ + if (storageType != StorageDataType::E4M3 && + spaceType != SpaceType::InnerProduct) { + REQUIRE(i == label); + REQUIRE(distance >= lowerBound); + REQUIRE(distance <= upperBound); + } + } + } +} + +TEST_CASE("Test combinations of different instantiations. Test that each " + "vector's NN is itself and distance is approximately zero.") { + std::unordered_map PRECISION_TOLERANCE_PER_DATA_TYPE = + {{StorageDataType::Float32, 0.00001f}, + {StorageDataType::Float8, 0.10f}, + {StorageDataType::E4M3, 0.20f}}; + std::vector spaceTypesSet = { + SpaceType::Euclidean, SpaceType::InnerProduct, SpaceType::Cosine}; + std::vector numDimensionsSet = {32}; + std::vector numVectorsSet = {2000}; std::vector storageTypesSet = { StorageDataType::Float8, StorageDataType::Float32, StorageDataType::E4M3}; - - auto count = 0; + std::vector testSingleVectorMethods = {true, false}; for (auto spaceType : spaceTypesSet) { - for (auto numDimensions : numDimensionsSet) { - for (auto numElements : numElementsSet) { - for (auto storageType : storageTypesSet) { - SUBCASE("Test instantiation ") { - CAPTURE(spaceType); - CAPTURE(numDimensions); - CAPTURE(numElements); - CAPTURE(storageType); - - if (storageType == StorageDataType::Float8) { - auto index = TypedIndex>( - spaceType, numDimensions); - testCombination(index, spaceType, numDimensions, storageType); - } else if (storageType == StorageDataType::Float32) { - auto index = TypedIndex(spaceType, numDimensions); - testCombination(index, spaceType, numDimensions, storageType); - } else if (storageType == StorageDataType::E4M3) { - auto index = TypedIndex(spaceType, numDimensions); - testCombination(index, spaceType, numDimensions, storageType); + for (auto storageType : storageTypesSet) { + for (auto numDimensions : numDimensionsSet) { + for (auto numVectors : numVectorsSet) { + for (auto testSingleVectorMethod : testSingleVectorMethods) { + + SUBCASE("Test instantiation ") { + CAPTURE(spaceType); + CAPTURE(numDimensions); + CAPTURE(numVectors); + CAPTURE(storageType); + CAPTURE(testSingleVectorMethod); + + if (storageType == StorageDataType::Float8) { + auto index = TypedIndex>( + spaceType, numDimensions); + testIndexProperties(index, spaceType, numDimensions, + storageType); + testQuery(index, numVectors, numDimensions, spaceType, + storageType, testSingleVectorMethod, + PRECISION_TOLERANCE_PER_DATA_TYPE[storageType]); + } else if (storageType == StorageDataType::Float32) { + auto index = TypedIndex(spaceType, numDimensions); + testIndexProperties(index, spaceType, numDimensions, + storageType); + testQuery(index, numVectors, numDimensions, spaceType, + storageType, testSingleVectorMethod, + PRECISION_TOLERANCE_PER_DATA_TYPE[storageType]); + } else if (storageType == StorageDataType::E4M3) { + auto index = TypedIndex(spaceType, numDimensions); + testIndexProperties(index, spaceType, numDimensions, + storageType); + testQuery(index, numVectors, numDimensions, spaceType, + storageType, testSingleVectorMethod, + PRECISION_TOLERANCE_PER_DATA_TYPE[storageType]); + } } } } @@ -51,3 +177,42 @@ TEST_CASE("Test combinations of different instantiations and sizes") { } } } + +TEST_CASE("Test vectorsToNDArray converts 2D vector of float to NDArray") { + std::vector> vectors = {{1.0f, 2.0f, 3.0f, 4.0f}, + {5.0f, 6.0f, 7.0f, 8.0f}, + {9.0f, 10.0f, 11.0f, 12.0f}}; + NDArray ndArray = vectorsToNDArray(vectors); + REQUIRE(ndArray.shape.size() == 2); + REQUIRE(ndArray.shape[0] == 3); + REQUIRE(ndArray.shape[1] == 4); + REQUIRE(ndArray.data.size() == 12); + REQUIRE(ndArray.data[0] == 1.0f); + REQUIRE(ndArray.data[1] == 2.0f); + REQUIRE(ndArray.data[2] == 3.0f); + REQUIRE(ndArray.data[3] == 4.0f); + REQUIRE(ndArray.data[4] == 5.0f); + REQUIRE(ndArray.data[5] == 6.0f); + REQUIRE(ndArray.data[6] == 7.0f); + REQUIRE(ndArray.data[7] == 8.0f); + REQUIRE(ndArray.data[8] == 9.0f); + REQUIRE(ndArray.data[9] == 10.0f); + REQUIRE(ndArray.data[10] == 11.0f); + REQUIRE(ndArray.data[11] == 12.0f); + REQUIRE(*ndArray[0] == 1.0f); + REQUIRE(*ndArray[1] == 5.0f); + REQUIRE(*ndArray[2] == 9.0f); +} + +TEST_CASE("Test vectorsToNDArray throws error if vectors are not of the same " + "size") { + std::vector> vectors1 = {{1.0f, 2.0f, 3.0f, 4.0f}, + {5.0f, 6.0f, 7.0f}, + {9.0f, 10.0f, 11.0f, 12.0f}}; + REQUIRE_THROWS_AS(vectorsToNDArray(vectors1), std::invalid_argument); + + std::vector> vectors2 = { + {1.0f}, {5.0f, 6.0f, 7.0f}, {9.0f, 10.0f, 11.0f}}; + REQUIRE_THROWS_AS(vectorsToNDArray(vectors2), std::invalid_argument); +} diff --git a/cpp/test/test_utils.cpp b/cpp/test/test_utils.cpp new file mode 100644 index 00000000..91fdbb31 --- /dev/null +++ b/cpp/test/test_utils.cpp @@ -0,0 +1,41 @@ +#include +#include + +#include "array_utils.h" + +// create test data intended for Float8 storage or E4M3 storage +std::vector> randomQuantizedVectors(int numVectors, + int dimensions) { + std::vector> vectors(numVectors, + std::vector(dimensions)); + + std::random_device rd; + std::mt19937 gen(rd()); + std::uniform_real_distribution<> dis(0, 1.0); + + for (int i = 0; i < numVectors; ++i) { + for (int j = 0; j < dimensions; ++j) { + vectors[i][j] = static_cast(((dis(gen) * 2 - 1) * 10.0f)) / 10.0f; + } + } + + return vectors; +} + +// create test data intended for Float32 storage +std::vector> randomVectors(int numVectors, int dimensions) { + std::vector> vectors(numVectors, + std::vector(dimensions)); + + std::random_device rd; + std::mt19937 gen(rd()); + std::uniform_real_distribution<> dis(0, 1.0); + + for (int i = 0; i < numVectors; ++i) { + for (int j = 0; j < dimensions; ++j) { + vectors[i][j] = static_cast(dis(gen)) * 2 - 1; + } + } + + return vectors; +} From 4dc7b6d7b5299a78527cd4987e5c4964d46bf6f3 Mon Sep 17 00:00:00 2001 From: Stephen Xie Date: Wed, 2 Oct 2024 00:09:17 -0400 Subject: [PATCH 40/52] Throw custom RecallError/RecallException when the number of requested neighbors cannot be returned (#88) * Throw a custom RecallError when number of requested neighbors cannot be returned. Add tests to reproduce error * Propagate C++ RecallError to Python and Java bindings. Regenerate Java docs --- cpp/src/TypedIndex.h | 25 +- cpp/test/test_main.cpp | 106 +- docs/java/apidocs/allclasses-index.html | 108 ++ docs/java/apidocs/allpackages-index.html | 80 ++ .../voyager/jni/Index.QueryResults.html | 275 ++++ .../spotify/voyager/jni/Index.SpaceType.html | 258 ++++ .../voyager/jni/Index.StorageDataType.html | 264 ++++ .../com/spotify/voyager/jni/Index.html | 1005 +++++++++++++ .../voyager/jni/StringIndex.QueryResults.html | 233 +++ .../com/spotify/voyager/jni/StringIndex.html | 570 ++++++++ .../jni/class-use/Index.QueryResults.html | 114 ++ .../jni/class-use/Index.SpaceType.html | 186 +++ .../jni/class-use/Index.StorageDataType.html | 168 +++ .../spotify/voyager/jni/class-use/Index.html | 116 ++ .../class-use/StringIndex.QueryResults.html | 101 ++ .../voyager/jni/class-use/StringIndex.html | 116 ++ .../jni/exception/RecallException.html | 197 +++ .../exception/class-use/RecallException.html | 62 + .../jni/exception/package-summary.html | 113 ++ 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.../apidocs/legal/ADDITIONAL_LICENSE_INFO | 37 + docs/java/apidocs/legal/ASSEMBLY_EXCEPTION | 27 + docs/java/apidocs/legal/LICENSE | 347 +++++ docs/java/apidocs/legal/jquery.md | 72 + docs/java/apidocs/legal/jqueryUI.md | 49 + docs/java/apidocs/link.svg | 31 + docs/java/apidocs/member-search-index.js | 1 + docs/java/apidocs/module-search-index.js | 1 + docs/java/apidocs/overview-summary.html | 26 + docs/java/apidocs/overview-tree.html | 112 ++ docs/java/apidocs/package-search-index.js | 1 + docs/java/apidocs/resources/glass.png | Bin 0 -> 499 bytes docs/java/apidocs/resources/x.png | Bin 0 -> 394 bytes .../apidocs/script-dir/jquery-3.6.1.min.js | 2 + .../java/apidocs/script-dir/jquery-ui.min.css | 6 + docs/java/apidocs/script-dir/jquery-ui.min.js | 6 + docs/java/apidocs/script.js | 253 ++++ docs/java/apidocs/search-page.js | 284 ++++ docs/java/apidocs/search.html | 77 + docs/java/apidocs/search.js | 458 ++++++ docs/java/apidocs/serialized-form.html | 77 + docs/java/apidocs/stylesheet.css | 1272 +++++++++++++++++ docs/java/apidocs/tag-search-index.js | 1 + docs/java/apidocs/type-search-index.js | 1 + java/com_spotify_voyager_jni_Index.cpp | 14 + .../java/com/spotify/voyager/jni/Index.java | 9 +- .../jni/exception/RecallException.java | 43 + python/bindings.cpp | 2 + 67 files changed, 9571 insertions(+), 22 deletions(-) create mode 100644 docs/java/apidocs/allclasses-index.html create mode 100644 docs/java/apidocs/allpackages-index.html create mode 100644 docs/java/apidocs/com/spotify/voyager/jni/Index.QueryResults.html create mode 100644 docs/java/apidocs/com/spotify/voyager/jni/Index.SpaceType.html create mode 100644 docs/java/apidocs/com/spotify/voyager/jni/Index.StorageDataType.html create mode 100644 docs/java/apidocs/com/spotify/voyager/jni/Index.html create mode 100644 docs/java/apidocs/com/spotify/voyager/jni/StringIndex.QueryResults.html create mode 100644 docs/java/apidocs/com/spotify/voyager/jni/StringIndex.html create mode 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b/cpp/src/TypedIndex.h @@ -36,6 +36,11 @@ #include "hnswlib.h" #include "std_utils.h" +class RecallError : public std::runtime_error { +public: + RecallError(const std::string &what) : std::runtime_error(what) {} +}; + template inline const StorageDataType storageDataType(); template inline const std::string storageDataTypeName(); @@ -569,10 +574,11 @@ class TypedIndex : public Index { nullptr, queryEf); if (result.size() != (unsigned long)k) { - throw std::runtime_error( + throw RecallError( "Fewer than expected results were retrieved; only found " + std::to_string(result.size()) + " of " + std::to_string(k) + - " requested neighbors."); + " requested neighbors. Reconstruct the index with a higher M " + "value to increase recall."); } for (int i = k - 1; i >= 0; i--) { @@ -606,10 +612,11 @@ class TypedIndex : public Index { queryEf); if (result.size() != (unsigned long)k) { - throw std::runtime_error( + throw RecallError( "Fewer than expected results were retrieved; only found " + std::to_string(result.size()) + " of " + std::to_string(k) + - " requested neighbors."); + " requested neighbors. Reconstruct the index with a higher M " + "value to increase recall."); } for (int i = k - 1; i >= 0; i--) { @@ -662,10 +669,11 @@ class TypedIndex : public Index { algorithmImpl->searchKnn(queryVector.data(), k, nullptr, queryEf); if (result.size() != (unsigned long)k) { - throw std::runtime_error( + throw RecallError( "Fewer than expected results were retrieved; only found " + std::to_string(result.size()) + " of " + std::to_string(k) + - " requested neighbors."); + " requested neighbors. Reconstruct the index with a higher M value " + "to increase recall."); } for (int i = k - 1; i >= 0; i--) { @@ -683,10 +691,11 @@ class TypedIndex : public Index { algorithmImpl->searchKnn(norm_array.data(), k, nullptr, queryEf); if (result.size() != (unsigned long)k) { - throw std::runtime_error( + throw RecallError( "Fewer than expected results were retrieved; only found " + std::to_string(result.size()) + " of " + std::to_string(k) + - " requested neighbors."); + " requested neighbors. Reconstruct the index with a higher M value " + "to increase recall."); } for (int i = k - 1; i >= 0; i--) { diff --git a/cpp/test/test_main.cpp b/cpp/test/test_main.cpp index e35f81a1..0fdf238b 100644 --- a/cpp/test/test_main.cpp +++ b/cpp/test/test_main.cpp @@ -26,7 +26,7 @@ template &index, int numVectors, int numDimensions, SpaceType spaceType, StorageDataType storageType, bool testSingleVectorMethod, - float precisionTolerance) { + float precisionTolerance, int k) { /** * Create test data and ids. If we are using Float8 or E4M3 storage, quantize * the vector values, if we are using Float32 storage, keep the float values @@ -53,7 +53,6 @@ void testQuery(TypedIndex &index, int numVectors, index.addItems(inputData, ids, -1); } - int k = 1; float lowerBound = 0.0f - precisionTolerance; float upperBound = 0.0f + precisionTolerance; @@ -120,8 +119,94 @@ void testQuery(TypedIndex &index, int numVectors, } } +/** + * Test querying the index when k is equal to the total number of items in the + * index. + */ +template > +void testQueryAllNearestNeighbors( + TypedIndex &index, int numVectors, + int numDimensions, bool testSingleVectorMethod) { + + std::vector> inputData = + randomVectors(numVectors, numDimensions); + std::vector ids(numVectors); + for (int i = 0; i < numVectors; i++) { + ids[i] = i; + } + + // add items to index + if (testSingleVectorMethod == true) { + for (auto id : ids) { + index.addItem(inputData[id], id); + } + } else { + index.addItems(inputData, ids, -1); + } + REQUIRE(index.getNumElements() == numVectors); + + std::vector targetVector = inputData[0]; + REQUIRE_THROWS_AS(index.query(targetVector, numVectors, -1), RecallError); +} + +/** + * This test reproduces https://github.com/spotify/voyager/issues/38, an issue + * where we cannot achieve 100% recall. testQueryAllNearestNeighbors() asserts + * that a custom RecallError is thrown. + */ +TEST_CASE( + "Test querying for kNN when k equals the number of items in the index") { + std::vector spaceTypesSet = { + SpaceType::Euclidean, SpaceType::InnerProduct, SpaceType::Cosine}; + std::vector storageTypesSet = { + StorageDataType::Float8, StorageDataType::Float32, StorageDataType::E4M3}; + std::vector numDimensionsSet = {32}; + std::vector numVectorsSet = {30000}; + std::vector testSingleVectorMethods = {true}; + + // Use a small M value to exacerbate the issue where a graph becomes + // disconnected. This helps to reproduce this nondeterministic issue. + size_t M_ = 4; + + for (auto spaceType : spaceTypesSet) { + for (auto storageType : storageTypesSet) { + for (auto numDimensions : numDimensionsSet) { + for (auto numVectors : numVectorsSet) { + for (auto testSingleVectorMethod : testSingleVectorMethods) { + + SUBCASE("Test instantiation ") { + CAPTURE(spaceType); + CAPTURE(numDimensions); + CAPTURE(numVectors); + CAPTURE(storageType); + CAPTURE(std::to_string(testSingleVectorMethod)); + + if (storageType == StorageDataType::Float8) { + auto index = TypedIndex>( + spaceType, numDimensions, M_); + testQueryAllNearestNeighbors(index, numVectors, numDimensions, + testSingleVectorMethod); + } else if (storageType == StorageDataType::Float32) { + auto index = TypedIndex(spaceType, numDimensions, M_); + testQueryAllNearestNeighbors(index, numVectors, numDimensions, + testSingleVectorMethod); + } else if (storageType == StorageDataType::E4M3) { + auto index = + TypedIndex(spaceType, numDimensions, M_); + testQueryAllNearestNeighbors(index, numVectors, numDimensions, + testSingleVectorMethod); + } + } + } + } + } + } + } +} + TEST_CASE("Test combinations of different instantiations. Test that each " - "vector's NN is itself and distance is approximately zero.") { + "vector's ANN is itself and distance is approximately zero.") { std::unordered_map PRECISION_TOLERANCE_PER_DATA_TYPE = {{StorageDataType::Float32, 0.00001f}, {StorageDataType::Float8, 0.10f}, @@ -133,6 +218,7 @@ TEST_CASE("Test combinations of different instantiations. Test that each " std::vector storageTypesSet = { StorageDataType::Float8, StorageDataType::Float32, StorageDataType::E4M3}; std::vector testSingleVectorMethods = {true, false}; + int k = 1; for (auto spaceType : spaceTypesSet) { for (auto storageType : storageTypesSet) { @@ -154,21 +240,21 @@ TEST_CASE("Test combinations of different instantiations. Test that each " storageType); testQuery(index, numVectors, numDimensions, spaceType, storageType, testSingleVectorMethod, - PRECISION_TOLERANCE_PER_DATA_TYPE[storageType]); + PRECISION_TOLERANCE_PER_DATA_TYPE[storageType], k); } else if (storageType == StorageDataType::Float32) { auto index = TypedIndex(spaceType, numDimensions); testIndexProperties(index, spaceType, numDimensions, storageType); testQuery(index, numVectors, numDimensions, spaceType, storageType, testSingleVectorMethod, - PRECISION_TOLERANCE_PER_DATA_TYPE[storageType]); + PRECISION_TOLERANCE_PER_DATA_TYPE[storageType], k); } else if (storageType == StorageDataType::E4M3) { auto index = TypedIndex(spaceType, numDimensions); testIndexProperties(index, spaceType, numDimensions, storageType); testQuery(index, numVectors, numDimensions, spaceType, storageType, testSingleVectorMethod, - PRECISION_TOLERANCE_PER_DATA_TYPE[storageType]); + PRECISION_TOLERANCE_PER_DATA_TYPE[storageType], k); } } } @@ -178,8 +264,8 @@ TEST_CASE("Test combinations of different instantiations. Test that each " } } -TEST_CASE("Test vectorsToNDArray converts 2D vector of float to NDArray") { +TEST_CASE( + "Test vectorsToNDArray converts 2D vector of float to NDArray") { std::vector> vectors = {{1.0f, 2.0f, 3.0f, 4.0f}, {5.0f, 6.0f, 7.0f, 8.0f}, {9.0f, 10.0f, 11.0f, 12.0f}}; @@ -205,8 +291,8 @@ TEST_CASE("Test vectorsToNDArray converts 2D vector of float to NDArray> vectors1 = {{1.0f, 2.0f, 3.0f, 4.0f}, {5.0f, 6.0f, 7.0f}, {9.0f, 10.0f, 11.0f, 12.0f}}; diff --git a/docs/java/apidocs/allclasses-index.html b/docs/java/apidocs/allclasses-index.html new file mode 100644 index 00000000..ee59aadd --- /dev/null +++ b/docs/java/apidocs/allclasses-index.html @@ -0,0 +1,108 @@ + + + + +All Classes and Interfaces (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          All Classes and Interfaces

          +
          +
          +
          +
          +
          +
          Class
          +
          Description
          +
          Index
          +
          +
          A Voyager index, providing storage of floating-point vectors and the ability to efficiently + search among those vectors.
          +
          +
          Index.QueryResults
          +
          +
          A container for query results, returned by Index.
          +
          +
          Index.SpaceType
          +
          +
          The space, also known as distance metric, to use when searching.
          +
          +
          Index.StorageDataType
          +
          +
          The datatype used to use when storing vectors on disk.
          +
          +
          JniLibExtractor
          +
           
          +
          RecallException
          +
          +
          An exception that indicates an error about the recall performance of the index.
          +
          +
          StringIndex
          +
          +
          Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID + to a provided String.
          +
          +
          StringIndex.QueryResults
          +
          +
          A wrapper class for nearest neighbor query results.
          +
          +
          TinyJson
          +
          +
          A dependency-free, super tiny JSON serde class that only supports reading and writing lists of + strings.
          +
          +
          +
          +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/allpackages-index.html b/docs/java/apidocs/allpackages-index.html new file mode 100644 index 00000000..deb798e6 --- /dev/null +++ b/docs/java/apidocs/allpackages-index.html @@ -0,0 +1,80 @@ + + + + +All Packages (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          All Packages

          +
          +
          Package Summary
          +
          +
          Package
          +
          Description
          +
          com.spotify.voyager
          +
          +
          Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector + data.
          +
          +
          com.spotify.voyager.jni
          +
          +
          Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
          +
          +
          com.spotify.voyager.jni.exception
          +
           
          +
          com.spotify.voyager.jni.utils
          +
           
          +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/Index.QueryResults.html b/docs/java/apidocs/com/spotify/voyager/jni/Index.QueryResults.html new file mode 100644 index 00000000..ed32b210 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/Index.QueryResults.html @@ -0,0 +1,275 @@ + + + + +Index.QueryResults (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          + +
          +
          Package com.spotify.voyager.jni
          +

          Class Index.QueryResults

          +
          +
          java.lang.Object +
          com.spotify.voyager.jni.Index.QueryResults
          +
          +
          +
          +
          Enclosing class:
          +
          Index
          +
          +
          +
          public static class Index.QueryResults +extends Object
          +
          A container for query results, returned by Index. Note that this class is instantiated from + C++, and as such, any changes to its location, visibility, or constructor will need to include + corresponding C++ changes.
          +
          +
          +
            + +
          • +
            +

            Field Summary

            +
            Fields
            +
            +
            Modifier and Type
            +
            Field
            +
            Description
            +
            final float[]
            +
            distances
            +
            +
            A list of distances from each item ID to the query vector for this query.
            +
            +
            final long[]
            +
            labels
            +
            +
            A list of item IDs ("labels").
            +
            +
            +
            +
            • + +
          • +
            +

            Constructor Summary

            +
            Constructors
            +
            +
            Constructor
            +
            Description
            +
            QueryResults(long[] labels, + float[] distances)
            +
            +
            Instantiates a new QueryResults object, provided two identical-length arrays of labels and + their corresponding distances.
            +
            +
            +
            +
            • + +
          • +
            +

            Method Summary

            +
            +
            +
            +
            +
            Modifier and Type
            +
            Method
            +
            Description
            +
            float[]
            +
            getDistances()
            +
            +
            Retrieve the list of distances between query vectors and item vectors for the results of this + query.
            +
            +
            long[]
            +
            getLabels()
            +
            +
            Retrieve the list of item IDs ("labels") returned by this query.
            +
            +
            String
            +
            toString()
            +
             
            +
            +
            +
            +
            +

            Methods inherited from class java.lang.Object

            +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
            +
            +
            • +
          +
          +
          +
            + +
          • +
            +

            Field Details

            +
              +
            • +
              +

              labels

              +
              public final long[] labels
              +
              A list of item IDs ("labels").
              +
              +
              • +
            • +
              +

              distances

              +
              public final float[] distances
              +
              A list of distances from each item ID to the query vector for this query.
              +
              +
              • +
            +
            +
            • + +
          • +
            +

            Constructor Details

            +
              +
            • +
              +

              QueryResults

              +
              public QueryResults(long[] labels, + float[] distances)
              +
              Instantiates a new QueryResults object, provided two identical-length arrays of labels and + their corresponding distances. This method should probably not be used directly, as this + class is primarily used as a return type from the query method on Index.
              +
              +
              Throws:
              +
              IllegalArgumentException - if the length of the labels and distances arrays vary
              +
              +
              +
              • +
            +
            +
            • + +
          • +
            +

            Method Details

            +
              +
            • +
              +

              toString

              +
              public String toString()
              +
              +
              Overrides:
              +
              toString in class Object
              +
              +
              +
              • +
            • +
              +

              getLabels

              +
              public long[] getLabels()
              +
              Retrieve the list of item IDs ("labels") returned by this query. This array is sorted by + distance: the first item is the closest to the query vector, the second is second-closest, + and so on. The items in this array correspond 1:1 with the distances returned by + getDistances().
              +
              +
              • +
            • +
              +

              getDistances

              +
              public float[] getDistances()
              +
              Retrieve the list of distances between query vectors and item vectors for the results of this + query. This array is sorted by distance: the first distance corresponds with the item the + closest to the query vector, the second is second-closest, and so on. The items in this array + correspond 1:1 with the labels returned by getLabels().
              +
              +
              • +
            +
            +
            • +
          +
          + +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/Index.SpaceType.html b/docs/java/apidocs/com/spotify/voyager/jni/Index.SpaceType.html new file mode 100644 index 00000000..a36fa3c6 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/Index.SpaceType.html @@ -0,0 +1,258 @@ + + + + +Index.SpaceType (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          + +
          +
          Package com.spotify.voyager.jni
          +

          Enum Index.SpaceType

          +
          +
          java.lang.Object +
          java.lang.Enum<Index.SpaceType> +
          com.spotify.voyager.jni.Index.SpaceType
          +
          +
          +
          +
          +
          All Implemented Interfaces:
          +
          Serializable, Comparable<Index.SpaceType>
          +
          +
          +
          Enclosing class:
          +
          Index
          +
          +
          +
          public static enum Index.SpaceType +extends Enum<Index.SpaceType>
          +
          The space, also known as distance metric, to use when searching. + +

          SpaceType is a property of an Index, and cannot be changed after instantiation. Loading an + index with a different SpaceType than it was created with may result in nonsensical results + being returned.

          +
          +
          + +
          +
          +
            + +
          • +
            +

            Enum Constant Details

            +
              +
            • +
              +

              Euclidean

              +
              public static final Index.SpaceType Euclidean
              +
              Euclidean distance, also known as L2 distance. Computed by taking the square root of + the sum of squared differences between each element of each vector.
              +
              +
              • +
            • +
              +

              InnerProduct

              +
              public static final Index.SpaceType InnerProduct
              +
              Inner (dot) product. Computed by taking the sum of the products of each element of each + vector. Since v2.0, this is implemented using the order preserving transform defined in this + paper from Microsoft: + https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/XboxInnerProduct.pdf
              +
              +
              • +
            • +
              +

              Cosine

              +
              public static final Index.SpaceType Cosine
              +
              Cosine distance; i.e. normalized dot product. Computed by taking the sum of the products of + each element of each vector, divided by the product of the magnitudes of each vector.
              +
              +
              • +
            +
            +
            • + +
          • +
            +

            Method Details

            +
              +
            • +
              +

              values

              +
              public static Index.SpaceType[] values()
              +
              Returns an array containing the constants of this enum type, in +the order they are declared.
              +
              +
              Returns:
              +
              an array containing the constants of this enum type, in the order they are declared
              +
              +
              +
              • +
            • +
              +

              valueOf

              +
              public static Index.SpaceType valueOf(String name)
              +
              Returns the enum constant of this type with the specified name. +The string must match exactly an identifier used to declare an +enum constant in this type. (Extraneous whitespace characters are +not permitted.)
              +
              +
              Parameters:
              +
              name - the name of the enum constant to be returned.
              +
              Returns:
              +
              the enum constant with the specified name
              +
              Throws:
              +
              IllegalArgumentException - if this enum type has no constant with the specified name
              +
              NullPointerException - if the argument is null
              +
              +
              +
              • +
            +
            +
            • +
          +
          + +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/Index.StorageDataType.html b/docs/java/apidocs/com/spotify/voyager/jni/Index.StorageDataType.html new file mode 100644 index 00000000..594d2b61 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/Index.StorageDataType.html @@ -0,0 +1,264 @@ + + + + +Index.StorageDataType (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          + +
          +
          Package com.spotify.voyager.jni
          +

          Enum Index.StorageDataType

          +
          +
          java.lang.Object +
          java.lang.Enum<Index.StorageDataType> +
          com.spotify.voyager.jni.Index.StorageDataType
          +
          +
          +
          +
          +
          All Implemented Interfaces:
          +
          Serializable, Comparable<Index.StorageDataType>
          +
          +
          +
          Enclosing class:
          +
          Index
          +
          +
          +
          public static enum Index.StorageDataType +extends Enum<Index.StorageDataType>
          +
          The datatype used to use when storing vectors on disk. Affects both precision and memory usage.
          +
          +
          + +
          +
          +
            + +
          • +
            +

            Enum Constant Details

            +
              +
            • +
              +

              Float8

              +
              public static final Index.StorageDataType Float8
              +
              An 8-bit floating point data type that expects all values to be on [-1, 1]. This data type + provides adequate precision for many use cases, but cuts down memory usage bu a factor of 4x + compared to Float32, while also increasing query speed. + +

              Float8 provides 8 bits of resolution; i.e.: the distance between successive values is + 1/127, or 0.00787. For a variable-precision (i.e.: _actually_ floating point) representation, + use E4M3.

              +
              +
              • +
            • +
              +

              Float32

              +
              public static final Index.StorageDataType Float32
              +
              A 32-bit floating point ("Float") data type. The default.
              +
              +
              • +
            • +
              +

              E4M3

              +
              public static final Index.StorageDataType E4M3
              +
              A custom 8-bit floating point data type with range [-448, 448] and variable precision. Use + this data type to get 4x less memory usage compared to Float32, but when the values of + vectors to be stored in an Index may exceed [-1, 1]. + +

              E4M3 uses a 4-bit exponent and 3-bit mantissa field, and was inspired by the paper "FP8 + Formats for Deep Learning" by Micikevicus et al (arXiv:2209.05433). + +

              Note that using E4M3 with the Cosine space may result in negative distances at query time + due to reduced floating-point precision. While confusing, the query results are still + correctly ordered.

              +
              +
              • +
            +
            +
            • + +
          • +
            +

            Method Details

            +
              +
            • +
              +

              values

              +
              public static Index.StorageDataType[] values()
              +
              Returns an array containing the constants of this enum type, in +the order they are declared.
              +
              +
              Returns:
              +
              an array containing the constants of this enum type, in the order they are declared
              +
              +
              +
              • +
            • +
              +

              valueOf

              +
              public static Index.StorageDataType valueOf(String name)
              +
              Returns the enum constant of this type with the specified name. +The string must match exactly an identifier used to declare an +enum constant in this type. (Extraneous whitespace characters are +not permitted.)
              +
              +
              Parameters:
              +
              name - the name of the enum constant to be returned.
              +
              Returns:
              +
              the enum constant with the specified name
              +
              Throws:
              +
              IllegalArgumentException - if this enum type has no constant with the specified name
              +
              NullPointerException - if the argument is null
              +
              +
              +
              • +
            +
            +
            • +
          +
          + +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/Index.html b/docs/java/apidocs/com/spotify/voyager/jni/Index.html new file mode 100644 index 00000000..ab51a883 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/Index.html @@ -0,0 +1,1005 @@ + + + + +Index (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          + +
          +
          Package com.spotify.voyager.jni
          +

          Class Index

          +
          +
          java.lang.Object +
          com.spotify.voyager.jni.Index
          +
          +
          +
          +
          All Implemented Interfaces:
          +
          Closeable, AutoCloseable
          +
          +
          +
          public class Index +extends Object +implements Closeable
          +
          A Voyager index, providing storage of floating-point vectors and the ability to efficiently + search among those vectors. + +

          A brief example of how to use Index: + + 

          +   // Create a new Index that compares 4-dimensional vectors via Euclidean distance:
+   Index index = new Index(Index.SpaceType.Euclidean, 4);
+
+   // Add some data to the index:
+   index.addItem(new float[]{1.0f, 2.0f, 3.0f, 4.0f});
+   index.addItem(new float[]{2.0f, 3.0f, 4.0f, 5.0f});
+
+   // Query the index to return the `k` nearest neighbors of a given vector:
+   Index.QueryResults results = index.query(new float[]{3.0f, 4.0f, 5.0f, 6.0f}, 1);
+
+   // Our query will return the 1th (second) item that was added, as it's the closest:
+   assert(results.getLabels()[0] == 1);
+
+   // Serialize this index to use it again later:
+   index.saveIndex("my_tiny_index.voy");
+
          +
          +
          +
            + +
          • +
            +

            Nested Class Summary

            +
            Nested Classes
            +
            +
            Modifier and Type
            +
            Class
            +
            Description
            +
            static class 
            +
            Index.QueryResults
            +
            +
            A container for query results, returned by Index.
            +
            +
            static enum 
            +
            Index.SpaceType
            +
            +
            The space, also known as distance metric, to use when searching.
            +
            +
            static enum 
            +
            Index.StorageDataType
            +
            +
            The datatype used to use when storing vectors on disk.
            +
            +
            +
            +
            • + +
          • +
            +

            Constructor Summary

            +
            Constructors
            +
            +
            Constructor
            +
            Description
            +
            Index(Index.SpaceType space, + int numDimensions)
            +
            +
            Create a new Index that uses the given Index.SpaceType to store and compare + numDimensions-dimensional vectors.
            +
            +
            Index(Index.SpaceType space, + int numDimensions, + long indexM, + long efConstruction, + long randomSeed, + long maxElements, + Index.StorageDataType storageDataType)
            +
            +
            Create a new Index that uses the given Index.SpaceType to store and compare + numDimensions-dimensional vectors.
            +
            +
            +
            +
            • + +
          • +
            +

            Method Summary

            +
            +
            +
            +
            +
            Modifier and Type
            +
            Method
            +
            Description
            +
            void
            +
            addItem(float[] vector)
            +
            +
            Add an item (a vector) to this Index.
            +
            +
            void
            +
            addItem(float[] vector, + long id)
            +
            +
            Add an item (a vector) to this Index with the provided identifier.
            +
            +
            void
            +
            addItems(float[][] vectors, + int numThreads)
            +
            +
            Add multiple items (vectors) to this Index.
            +
            +
            void
            +
            addItems(float[][] vectors, + long[] ids, + int numThreads)
            +
            +
            Add multiple items (vectors) to this Index.
            +
            +
            byte[]
            +
            asBytes()
            +
            +
            Returns the contents of this index as an array of bytes.
            +
            +
            void
            +
            close()
            +
            +
            Close this Index and release any memory held by it.
            +
            +
            protected void
            +
            finalize()
            +
             
            +
            int
            +
            getEf()
            +
            +
            Get the default EF ("query search depth") that will be uses when query(float[], int) is called.
            +
            +
            long
            +
            getEfConstruction()
            +
            +
            Get the EF Construction value used when adding new elements to this Index.
            +
            +
            long[]
            +
            getIDs()
            +
            +
            Get the list of identifiers currently stored by this index.
            +
            +
            long
            +
            getM()
            +
            +
            Get the M value used when adding new elements to this Index.
            +
            +
            long
            +
            getMaxElements()
            +
            +
            Get the maximum number of elements currently storable by this Index.
            +
            +
            int
            +
            getNumDimensions()
            +
            +
            Get the number of dimensions used in this Index.
            +
            +
            long
            +
            getNumElements()
            +
            +
            Get the number of elements currently in this Index.
            +
            +
            int
            +
            getNumThreads()
            +
            +
            Get the default number of threads used when adding multiple vectors in bulk oor when querying + for multiple vectors simultaneously.
            +
            +
            Index.SpaceType
            +
            getSpace()
            +
            +
            Get the Index.SpaceType that this Index uses to store and compare vectors.
            +
            +
            float[]
            +
            getVector(long id)
            +
            +
            Get the vector for the provided identifier.
            +
            +
            float[][]
            +
            getVectors(long[] ids)
            +
            +
            Get the vectors for a provided array of identifiers.
            +
            +
            static Index
            +
            load(InputStream inputStream)
            +
            +
            Interpret the contents of a java.io.InputStream as the contents of a Voyager index file + and create a new Index initialized with the data provided by that stream.
            +
            +
            static Index
            +
            load(InputStream inputStream, + Index.SpaceType space, + int numDimensions, + Index.StorageDataType storageDataType)
            +
            +
            Interpret the contents of a java.io.InputStream as the contents of a Voyager index file + and create a new Index initialized with the data provided by that stream.
            +
            +
            static Index
            +
            load(String filename)
            +
            +
            Load a Voyager index file and create a new Index initialized with the data in that + file.
            +
            +
            static Index
            +
            load(String filename, + Index.SpaceType space, + int numDimensions, + Index.StorageDataType storageDataType)
            +
            +
            Load a Voyager index file and create a new Index initialized with the data in that + file.
            +
            +
            void
            +
            markDeleted(long label)
            +
            +
            Mark an element of the index as deleted.
            +
            +
            Index.QueryResults[]
            +
            query(float[][] queryVectors, + int k, + int numThreads)
            +
            +
            Query this Index for approximate nearest neighbors of multiple query vectors.
            +
            +
            Index.QueryResults[]
            +
            query(float[][] queryVectors, + int k, + int numThreads, + long queryEf)
            +
            +
            Query this Index for approximate nearest neighbors of multiple query vectors.
            +
            +
            Index.QueryResults
            +
            query(float[] queryVector, + int k)
            +
            +
            Query this Index for approximate nearest neighbors of a single query vector.
            +
            +
            Index.QueryResults
            +
            query(float[] queryVector, + int k, + long queryEf)
            +
            +
            Query this Index for approximate nearest neighbors of a single query vector.
            +
            +
            void
            +
            resizeIndex(long newSize)
            +
            +
            Change the maximum number of elements currently storable by this Index.
            +
            +
            void
            +
            saveIndex(OutputStream outputStream)
            +
            +
            Save this Index to the provided output stream.
            +
            +
            void
            +
            saveIndex(String pathToIndex)
            +
            +
            Save this Index to a file at the provided filename.
            +
            +
            void
            +
            setEf(long ef)
            +
            +
            Set the default EF ("query search depth") to use when query(float[], int) is called.
            +
            +
            void
            +
            setNumThreads(int numThreads)
            +
            +
            Set the default number of threads to use when adding multiple vectors in bulk, or when querying + for multiple vectors simultaneously.
            +
            +
            void
            +
            unmarkDeleted(long label)
            +
            +
            Un-mark an element of the index as deleted, making it available again.
            +
            +
            +
            +
            +
            +

            Methods inherited from class java.lang.Object

            +clone, equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
            +
            +
            • +
          +
          +
          +
            + +
          • +
            +

            Constructor Details

            +
              +
            • +
              +

              Index

              +
              public Index(Index.SpaceType space, + int numDimensions)
              +
              Create a new Index that uses the given Index.SpaceType to store and compare + numDimensions-dimensional vectors.
              +
              +
              Parameters:
              +
              space - the space type to use when storing and comparing vectors.
              +
              numDimensions - the number of dimensions per vector.
              +
              +
              +
              • +
            • +
              +

              Index

              +
              public Index(Index.SpaceType space, + int numDimensions, + long indexM, + long efConstruction, + long randomSeed, + long maxElements, + Index.StorageDataType storageDataType)
              +
              Create a new Index that uses the given Index.SpaceType to store and compare + numDimensions-dimensional vectors.
              +
              +
              Parameters:
              +
              space - The space type to use when storing and comparing vectors.
              +
              numDimensions - The number of dimensions per vector.
              +
              indexM - Controls the degree of interconnectedness between vectors. Higher values of + M provide better recall (i.e. higher quality) but use more memory.
              +
              efConstruction - Controls index quality, affecting the speed of addItem calls. + Does not affect memory usage or size of the index.
              +
              randomSeed - A random seed to use when initializing the index's internal data structures.
              +
              maxElements - The maximum number of elements that this index can hold. This is a + performance optimization; if the index contains this number of elements and addItem(float[]) or addItems(float[][], int) is called, the index's capacity will automatically + expanded to fit the new elements. Setting maxElements in advance helps avoid these + expensive resize operations if the number of elements to be added is already known.
              +
              storageDataType - The datatype to use under-the-hood when storing vectors. Different data + type options trade off precision for memory usage and query speed; see Index.StorageDataType for available data types.
              +
              +
              +
              • +
            +
            +
            • + +
          • +
            +

            Method Details

            +
              +
            • +
              +

              load

              +
              public static Index load(String filename, + Index.SpaceType space, + int numDimensions, + Index.StorageDataType storageDataType)
              +
              Load a Voyager index file and create a new Index initialized with the data in that + file.
              +
              +
              Parameters:
              +
              filename - A filename to load.
              +
              space - The Index.SpaceType to use when loading the index.
              +
              numDimensions - The number of dimensions per vector.
              +
              storageDataType - The Index.StorageDataType used by the index being loaded.
              +
              Returns:
              +
              An Index whose contents have been initialized with the data provided by the + file.
              +
              Throws:
              +
              RuntimeException - if the index cannot be loaded from the file, or the file contains + invalid data.
              +
              +
              +
              • +
            • +
              +

              load

              +
              public static Index load(String filename)
              +
              Load a Voyager index file and create a new Index initialized with the data in that + file.
              +
              +
              Parameters:
              +
              filename - A filename to load.
              +
              Returns:
              +
              An Index whose contents have been initialized with the data provided by the + file.
              +
              Throws:
              +
              RuntimeException - if the index cannot be loaded from the file, the file contains invalid + data, or the file contains an older version of the Voyager file format that requires + additional arguments to be provided.
              +
              +
              +
              • +
            • +
              +

              load

              +
              public static Index load(InputStream inputStream, + Index.SpaceType space, + int numDimensions, + Index.StorageDataType storageDataType)
              +
              Interpret the contents of a java.io.InputStream as the contents of a Voyager index file + and create a new Index initialized with the data provided by that stream.
              +
              +
              Parameters:
              +
              inputStream - A InputStream that will provide the contents of a Voyager + index.
              +
              space - The Index.SpaceType to use when loading the index.
              +
              numDimensions - The number of dimensions per vector.
              +
              storageDataType - The Index.StorageDataType used by the index being loaded.
              +
              Returns:
              +
              An Index whose contents have been initialized with the data provided by the + input stream.
              +
              Throws:
              +
              RuntimeException - if the index cannot be loaded from the stream, or the stream contains + invalid data.
              +
              +
              +
              • +
            • +
              +

              load

              +
              public static Index load(InputStream inputStream)
              +
              Interpret the contents of a java.io.InputStream as the contents of a Voyager index file + and create a new Index initialized with the data provided by that stream.
              +
              +
              Parameters:
              +
              inputStream - A InputStream that will provide the contents of a Voyager + index.
              +
              Returns:
              +
              An Index whose contents have been initialized with the data provided by the + input stream.
              +
              Throws:
              +
              RuntimeException - if the index cannot be loaded from the stream, or the stream contains + invalid data, or the file contains an older version of the Voyager file format that + requires additional arguments to be provided.
              +
              +
              +
              • +
            • +
              +

              close

              +
              public void close() + throws IOException
              +
              Close this Index and release any memory held by it. Note that this method must be + called to release the memory backing this Index; failing to do so may cause a memory + leak. + +

              Any calls to methods after close() is called will fail, as the underlying + native C++ object will have been deallocated.

              +
              +
              Specified by:
              +
              close in interface AutoCloseable
              +
              Specified by:
              +
              close in interface Closeable
              +
              Throws:
              +
              IOException - if the C++ destructor fails.
              +
              +
              +
              • +
            • +
              +

              finalize

              +
              protected void finalize() + throws Throwable
              +
              +
              Overrides:
              +
              finalize in class Object
              +
              Throws:
              +
              Throwable
              +
              +
              +
              • +
            • +
              +

              setEf

              +
              public void setEf(long ef)
              +
              Set the default EF ("query search depth") to use when query(float[], int) is called.
              +
              +
              Parameters:
              +
              ef - The new default EF value to use. This value can be overridden on a per-query basis at + query time.
              +
              +
              +
              • +
            • +
              +

              getEf

              +
              public int getEf()
              +
              Get the default EF ("query search depth") that will be uses when query(float[], int) is called.
              +
              +
              Returns:
              +
              The current default EF value, used by the Index if no value is provided at + query time.
              +
              +
              +
              • +
            • +
              +

              getSpace

              +
              public Index.SpaceType getSpace()
              +
              Get the Index.SpaceType that this Index uses to store and compare vectors.
              +
              +
              Returns:
              +
              The Index.SpaceType that is currently used by this Index.
              +
              +
              +
              • +
            • +
              +

              getNumDimensions

              +
              public int getNumDimensions()
              +
              Get the number of dimensions used in this Index.
              +
              +
              Returns:
              +
              The number of dimensions used by this Index, and which all vectors within this + Index must have.
              +
              +
              +
              • +
            • +
              +

              setNumThreads

              +
              public void setNumThreads(int numThreads)
              +
              Set the default number of threads to use when adding multiple vectors in bulk, or when querying + for multiple vectors simultaneously.
              +
              +
              Parameters:
              +
              numThreads - The default number of threads used for bulk-add or bulk-query methods if not + overridden in each method call. Note that this affects the number of threads started for + each method call - Voyager keeps no long-lived thread pool. For maximum efficiency, pass as + much data as possible to each bulk-add or bulk-query method call to minimize overhead.
              +
              +
              +
              • +
            • +
              +

              getNumThreads

              +
              public int getNumThreads()
              +
              Get the default number of threads used when adding multiple vectors in bulk oor when querying + for multiple vectors simultaneously.
              +
              +
              Returns:
              +
              The default number of threads used for bulk-add or bulk-query methods if not overridden + in each method call.
              +
              +
              +
              • +
            • +
              +

              saveIndex

              +
              public void saveIndex(String pathToIndex)
              +
              Save this Index to a file at the provided filename. This file can be reloaded by using + Index.load(...).
              +
              +
              Parameters:
              +
              pathToIndex - The output filename to write to.
              +
              +
              +
              • +
            • +
              +

              saveIndex

              +
              public void saveIndex(OutputStream outputStream)
              +
              Save this Index to the provided output stream. The stream will not be closed automatically - be + sure to close the stream saveIndex has completed. The data written to the stream can be + reloaded by using Index.load(...).
              +
              +
              Parameters:
              +
              outputStream - The output stream to write to. This stream will not be closed + automatically.
              +
              +
              +
              • +
            • +
              +

              asBytes

              +
              public byte[] asBytes()
              +
              Returns the contents of this index as an array of bytes. The resulting bytes will contain the + same data as if this index was serialized to disk and then read back into memory again.
              +
              +
              Returns:
              +
              A +
              +invalid reference +
              byte
              +
              + array representing the contents of the index
              +
              +
              +
              • +
            • +
              +

              addItem

              +
              public void addItem(float[] vector)
              +
              Add an item (a vector) to this Index. The item will automatically be given an + identifier equal to the return value of getNumElements().
              +
              +
              Parameters:
              +
              vector - The vector to add to the index.
              +
              Throws:
              +
              RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
              +
              +
              +
              • +
            • +
              +

              addItem

              +
              public void addItem(float[] vector, + long id)
              +
              Add an item (a vector) to this Index with the provided identifier.
              +
              +
              Parameters:
              +
              vector - The vector to add to the index.
              +
              id - The 64-bit integer denoting the identifier of this vector.
              +
              Throws:
              +
              RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
              +
              +
              +
              • +
            • +
              +

              addItems

              +
              public void addItems(float[][] vectors, + int numThreads)
              +
              Add multiple items (vectors) to this Index.
              +
              +
              Parameters:
              +
              vectors - The vectors to add to the index.
              +
              numThreads - The number of threads to use when adding the provided vectors. If -1 (the + default), the number of CPUs available on the current machine will be used.
              +
              Throws:
              +
              RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
              +
              +
              +
              • +
            • +
              +

              addItems

              +
              public void addItems(float[][] vectors, + long[] ids, + int numThreads)
              +
              Add multiple items (vectors) to this Index.
              +
              +
              Parameters:
              +
              vectors - The vectors to add to the index.
              +
              ids - The 64-bit identifiers that correspond with each of the provided vectors.
              +
              numThreads - The number of threads to use when adding the provided vectors. If -1 (the + default), the number of CPUs available on the current machine will be used. Note that this + causes a temporary C++ thread pool to be used. Instead of calling addItems(float[][],int) in a + tight loop, consider passing more data to each addItems(float[][],int) call instead to reduce + overhead.
              +
              Throws:
              +
              RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
              +
              RuntimeException - If the list of IDs does not have the same length as the list of + provided vectors.
              +
              +
              +
              • +
            • +
              +

              getVector

              +
              public float[] getVector(long id)
              +
              Get the vector for the provided identifier.
              +
              +
              Parameters:
              +
              id - The identifier whose vector will be fetched.
              +
              Returns:
              +
              A +
              +invalid reference +
              float
              +
              + array representing the values of the vector.
              +
              Throws:
              +
              RuntimeException - If the provided identifier is not present in the Index.
              +
              +
              +
              • +
            • +
              +

              getVectors

              +
              public float[][] getVectors(long[] ids)
              +
              Get the vectors for a provided array of identifiers.
              +
              +
              Parameters:
              +
              ids - The identifiers whose vector will be fetched.
              +
              Returns:
              +
              A nested +
              +invalid reference +
              float
              +
              + array representing the values of the vectors corresponding with + each ID.
              +
              Throws:
              +
              RuntimeException - If any of the provided identifiers are not present in the Index.
              +
              +
              +
              • +
            • +
              +

              getIDs

              +
              public long[] getIDs()
              +
              Get the list of identifiers currently stored by this index.
              +
              +
              Returns:
              +
              a +
              +invalid reference +
              long
              +
              + array of identifiers.
              +
              +
              +
              • +
            • +
              +

              query

              +
              public Index.QueryResults query(float[] queryVector, + int k)
              +
              Query this Index for approximate nearest neighbors of a single query vector.
              +
              +
              Parameters:
              +
              queryVector - A query vector to use for searching.
              +
              k - The number of nearest neighbors to return.
              +
              Returns:
              +
              A Index.QueryResults object, containing the neighbors found that are (approximately) + nearest to the query vector.
              +
              Throws:
              +
              RecallException - if fewer than k results can be found in the index.
              +
              +
              +
              • +
            • +
              +

              query

              +
              public Index.QueryResults[] query(float[][] queryVectors, + int k, + int numThreads)
              +
              Query this Index for approximate nearest neighbors of multiple query vectors.
              +
              +
              Parameters:
              +
              queryVectors - The query vectors to use for searching.
              +
              k - The number of nearest neighbors to return for each query vector
              +
              numThreads - The number of threads to use when searching. If -1, all available CPU cores + will be used. Note that passing a number of threads other than 1 will cause a temporary C++ + thread pool to be used. Instead of calling query(float[],int) in a tight loop, consider passing + more data to each call instead to reduce overhead.
              +
              Returns:
              +
              An array of Index.QueryResults objects, each containing the neighbors found that are + (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
              +
              Throws:
              +
              RecallException - if fewer than k results can be found in the index for one or + more queries.
              +
              +
              +
              • +
            • +
              +

              query

              +
              public Index.QueryResults query(float[] queryVector, + int k, + long queryEf)
              +
              Query this Index for approximate nearest neighbors of a single query vector.
              +
              +
              Parameters:
              +
              queryVector - A query vector to use for searching.
              +
              k - The number of nearest neighbors to return.
              +
              queryEf - The per-query "ef" value to use. Larger values produce more accurate results at + the expense of query time.
              +
              Returns:
              +
              A Index.QueryResults object, containing the neighbors found that are (approximately) + nearest to the query vector.
              +
              Throws:
              +
              RecallException - if fewer than k results can be found in the index.
              +
              +
              +
              • +
            • +
              +

              query

              +
              public Index.QueryResults[] query(float[][] queryVectors, + int k, + int numThreads, + long queryEf)
              +
              Query this Index for approximate nearest neighbors of multiple query vectors.
              +
              +
              Parameters:
              +
              queryVectors - The query vectors to use for searching.
              +
              k - The number of nearest neighbors to return for each query vector
              +
              numThreads - The number of threads to use when searching. If -1, all available CPU cores + will be used. Note that passing a number of threads other than 1 will cause a temporary C++ + thread pool to be used. Instead of calling query(float[],int) in a tight loop, consider passing + more data to each call instead to reduce overhead.
              +
              queryEf - The per-query "ef" value to use. Larger values produce more accurate results at + the expense of query time.
              +
              Returns:
              +
              An array of Index.QueryResults objects, each containing the neighbors found that are + (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
              +
              Throws:
              +
              RecallException - if fewer than k results can be found in the index for one or + more queries.
              +
              +
              +
              • +
            • +
              +

              markDeleted

              +
              public void markDeleted(long label)
              +
              Mark an element of the index as deleted. Deleted elements will be skipped when querying, but + will still be present in the index.
              +
              +
              Parameters:
              +
              label - The ID of the element to mark as deleted.
              +
              Throws:
              +
              RuntimeException - If the provided identifier is not present in the Index.
              +
              +
              +
              • +
            • +
              +

              unmarkDeleted

              +
              public void unmarkDeleted(long label)
              +
              Un-mark an element of the index as deleted, making it available again.
              +
              +
              Parameters:
              +
              label - The ID of the element to unmark as deleted.
              +
              Throws:
              +
              RuntimeException - If the provided identifier is not present in the Index.
              +
              +
              +
              • +
            • +
              +

              resizeIndex

              +
              public void resizeIndex(long newSize)
              +
              Change the maximum number of elements currently storable by this Index. This operation + reallocates the memory used by the index and can be quite slow, so it may be useful to set the + maximum number of elements in advance if that number is known.
              +
              +
              Parameters:
              +
              newSize - The new number of maximum elements to resize this Index to.
              +
              +
              +
              • +
            • +
              +

              getMaxElements

              +
              public long getMaxElements()
              +
              Get the maximum number of elements currently storable by this Index. If more elements + are added than getMaxElements(), the index will be automatically (but slowly) resized.
              +
              +
              Returns:
              +
              The number of elements (vectors) that are currently storable in this Index.
              +
              +
              +
              • +
            • +
              +

              getNumElements

              +
              public long getNumElements()
              +
              Get the number of elements currently in this Index.
              +
              +
              Returns:
              +
              The number of elements (vectors) in this Index. This count includes any deleted + elements.
              +
              +
              +
              • +
            • +
              +

              getEfConstruction

              +
              public long getEfConstruction()
              +
              Get the EF Construction value used when adding new elements to this Index.
              +
              +
              Returns:
              +
              The current EF Construction value (i.e.: the number of neighbors to search for when + adding new elements).
              +
              +
              +
              • +
            • +
              +

              getM

              +
              public long getM()
              +
              Get the M value used when adding new elements to this Index.
              +
              +
              Returns:
              +
              The current M value (i.e.: the number of links between adjacent vectors to create when + adding elements).
              +
              +
              +
              • +
            +
            +
            • +
          +
          + +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/StringIndex.QueryResults.html b/docs/java/apidocs/com/spotify/voyager/jni/StringIndex.QueryResults.html new file mode 100644 index 00000000..c1ca9a72 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/StringIndex.QueryResults.html @@ -0,0 +1,233 @@ + + + + +StringIndex.QueryResults (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          + +
          +
          Package com.spotify.voyager.jni
          +

          Class StringIndex.QueryResults

          +
          +
          java.lang.Object +
          com.spotify.voyager.jni.StringIndex.QueryResults
          +
          +
          +
          +
          Enclosing class:
          +
          StringIndex
          +
          +
          +
          public static class StringIndex.QueryResults +extends Object
          +
          A wrapper class for nearest neighbor query results.
          +
          +
          + +
          +
          +
            + +
          • +
            +

            Constructor Details

            +
              +
            • +
              +

              QueryResults

              +
              public QueryResults(String[] names, + float[] distances)
              +
              +
              • +
            +
            +
            • + +
          • +
            +

            Method Details

            +
              +
            • +
              +

              getNames

              +
              public String[] getNames()
              +
              +
              • +
            • +
              +

              getDistances

              +
              public float[] getDistances()
              +
              +
              • +
            • +
              +

              getName

              +
              public String getName(int index)
              +
              +
              • +
            • +
              +

              getDistance

              +
              public float getDistance(int index)
              +
              +
              • +
            • +
              +

              getNumResults

              +
              public int getNumResults()
              +
              +
              • +
            • +
              +

              toString

              +
              public String toString()
              +
              +
              Overrides:
              +
              toString in class Object
              +
              +
              +
              • +
            +
            +
            • +
          +
          + +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/StringIndex.html b/docs/java/apidocs/com/spotify/voyager/jni/StringIndex.html new file mode 100644 index 00000000..49aadfc9 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/StringIndex.html @@ -0,0 +1,570 @@ + + + + +StringIndex (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          + +
          +
          Package com.spotify.voyager.jni
          +

          Class StringIndex

          +
          +
          java.lang.Object +
          com.spotify.voyager.jni.StringIndex
          +
          +
          +
          +
          All Implemented Interfaces:
          +
          Closeable, AutoCloseable
          +
          +
          +
          public class StringIndex +extends Object +implements Closeable
          +
          Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID + to a provided String. + In C++, do we also want to make a second class called StringIndex that wraps around TypedIndex? + +

          StringIndex can only accommodate up to 2^31 - 1 (2.1B) items, despite typical Voyager indices + allowing up to 2^63 - 1 (9e18) items.

          +
          +
          + +
          +
          +
            + +
          • +
            +

            Constructor Details

            +
              +
            • +
              +

              StringIndex

              +
              public StringIndex(Index.SpaceType spaceType, + int numDimensions)
              +
              Instantiate a new empty index with the specified space type and dimensionality
              +
              +
              Parameters:
              +
              spaceType - Type of space and distance calculation used when determining distance between + embeddings in the index, @see com.spotify.voyager.jni.Index.SpaceType
              +
              numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
              +
              +
              +
              • +
            • +
              +

              StringIndex

              +
              public StringIndex(Index.SpaceType spaceType, + int numDimensions, + long indexM, + long efConstruction, + long randomSeed, + long maxElements, + Index.StorageDataType storageDataType)
              +
              Instantiate an empty index with the specified index parameters
              +
              +
              Parameters:
              +
              spaceType - Type of space and distance calculation used when determining distance between + embeddings in the index, @see com.spotify.voyager.jni.Index.SpaceType
              +
              numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
              +
              indexM - Number of connections made between nodes when inserting an element into the + index. Increasing this value can improve recall at the expense of higher memory usage
              +
              efConstruction - Search depth when inserting elements into the index. Increasing this + value can improve recall (up to a point) at the cost of increased indexing time
              +
              randomSeed - Random seed used during indexing
              +
              maxElements - Initial size of the underlying HNSW index
              +
              storageDataType - Type to store the embedding values as, @see + com.spotify.voyager.jni.StorageDataType
              +
              +
              +
              • +
            +
            +
            • + +
          • +
            +

            Method Details

            +
              +
            • +
              +

              load

              +
              public static StringIndex load(String indexFilename, + String nameListFilename, + Index.SpaceType spaceType, + int numDimensions, + Index.StorageDataType storageDataType)
              +
              Load a previously constructed index from the provided file location. It is important that the + dimensions, space type, and storage data type provided are the same that the index was + constructed with.
              +
              +
              Parameters:
              +
              indexFilename - Filename of the underlying HNSW index
              +
              nameListFilename - Filename of the JSON encoded names list
              +
              spaceType - @see com.spotify.voyager.jni.Index.SpaceType
              +
              numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
              +
              storageDataType - @see com.spotify.voyager.jni.Index.StorageDataType
              +
              Returns:
              +
              reference to the loaded StringIndex
              +
              +
              +
              • +
            • +
              +

              load

              +
              public static StringIndex load(InputStream indexInputStream, + InputStream nameListInputStream, + Index.SpaceType spaceType, + int numDimensions, + Index.StorageDataType storageDataType)
              +
              Load a previously constructed index from the provided input streams. It is important that the + dimensions, space type, and storage data type provided are the same that the index was + constructed with.
              +
              +
              Parameters:
              +
              indexInputStream - input stream pointing to the underlying HNSW index
              +
              nameListInputStream - input stream pointing to the JSON encoded names list
              +
              spaceType - @see com.spotify.voyager.jni.Index.SpaceType
              +
              numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
              +
              storageDataType - @see com.spotify.voyager.jni.Index.StorageDataType
              +
              Returns:
              +
              reference to the loaded StringIndex
              +
              +
              +
              • +
            • +
              +

              load

              +
              public static StringIndex load(String indexFilename, + String nameListFilename)
              +
              Load a previously constructed index from the provided file location. The space type, + dimensions, and storage data type are read from the file metadata.
              +
              +
              Parameters:
              +
              indexFilename - Filename of the underlying HNSW index
              +
              nameListFilename - Filename of the JSON encoded names list
              +
              Returns:
              +
              reference to the loaded StringIndex
              +
              +
              +
              • +
            • +
              +

              load

              +
              public static StringIndex load(InputStream indexInputStream, + InputStream nameListInputStream)
              +
              Load a previously constructed index from the provided input stream. The space type, dimensions, + and storage data type are read from the file metadata.
              +
              +
              Parameters:
              +
              indexInputStream - input stream pointing to the underlying HNSW index
              +
              nameListInputStream - input stream pointing to the JSON encoded names list
              +
              Returns:
              +
              reference to the loaded StringIndex
              +
              +
              +
              • +
            • +
              +

              saveIndex

              +
              public void saveIndex(String outputDirectory) + throws IOException
              +
              Save the underlying index and JSON encoded name list to the provided output directory
              +
              +
              Parameters:
              +
              outputDirectory - directory to output files to
              +
              Throws:
              +
              IOException - when there is an error writing to JSON or saving to disk
              +
              +
              +
              • +
            • +
              +

              saveIndex

              +
              public void saveIndex(String outputDirectory, + String indexFilename, + String nameListFilename) + throws IOException
              +
              +
              Throws:
              +
              IOException
              +
              +
              +
              • +
            • +
              +

              saveIndex

              +
              public void saveIndex(OutputStream indexOutputStream, + OutputStream namesListOutputStream) + throws IOException
              +
              Save the underlying HNSW index and JSON encoded names list to the provided output streams
              +
              +
              Parameters:
              +
              indexOutputStream - output stream pointing to the location to save the HNSW index
              +
              namesListOutputStream - output stream pointing to the location to save the JSON names list
              +
              Throws:
              +
              IOException - when there is an error writing to JSON or the output streams
              +
              +
              +
              • +
            • +
              +

              addItem

              +
              public void addItem(String name, + float[] vector)
              +
              +
              • +
            • +
              +

              addItem

              +
              public void addItem(String name, + List<Float> vector)
              +
              +
              • +
            • +
              +

              addItems

              +
              public void addItems(Map<String,List<Float>> vectors)
              +
              +
              • +
            • +
              +

              getNumElements

              +
              public long getNumElements()
              +
              +
              • +
            • +
              +

              getVector

              +
              public float[] getVector(String name)
              +
              +
              • +
            • +
              +

              query

              +
              public StringIndex.QueryResults query(float[] queryVector, + int numNeighbors, + int ef)
              +
              Find the nearest neighbors of the provided embedding.
              +
              +
              Parameters:
              +
              queryVector - The vector to center the search around.
              +
              numNeighbors - The number of neighbors to return. The number of results returned may be + smaller than this value if the index does not contain enough items.
              +
              ef - How many neighbors to explore during search when looking for nearest neighbors. + Increasing this value can improve recall (up to a point) at the cost of increased search + latency. The minimum value of this parameter is the requested number of neighbors, and the + maximum value is the number of items in the index.
              +
              Returns:
              +
              a QueryResults object, containing the names of the neighbors and each neighbor's + distance from the query vector, sorted in ascending order of distance
              +
              +
              +
              • +
            • +
              +

              query

              +
              public StringIndex.QueryResults[] query(float[][] queryVectors, + int numNeighbors, + int numThreads, + int ef)
              +
              Query for multiple target vectors in parallel.
              +
              +
              Parameters:
              +
              queryVectors - Array of query vectors to search around
              +
              numNeighbors - Number of neighbors to get for each target
              +
              numThreads - Number of threads to use for the underlying index search. -1 uses all + available CPU cores
              +
              ef - Search depth in the graph
              +
              Returns:
              +
              Array of QueryResults, one for each target vector
              +
              +
              +
              • +
            • +
              +

              close

              +
              public void close() + throws IOException
              +
              +
              Specified by:
              +
              close in interface AutoCloseable
              +
              Specified by:
              +
              close in interface Closeable
              +
              Throws:
              +
              IOException
              +
              +
              +
              • +
            • +
              +

              resizeIndex

              +
              public void resizeIndex(long newSize)
              +
              Change the maximum number of elements currently storable by this Index. This operation + reallocates the memory used by the index and can be quite slow, so it may be useful to set the + maximum number of elements in advance if that number is known.
              +
              +
              Parameters:
              +
              newSize - The new number of maximum elements to resize this Index to.
              +
              +
              +
              • +
            • +
              +

              getMaxElements

              +
              public long getMaxElements()
              +
              Get the maximum number of elements currently storable by this Index. If more elements + are added than getMaxElements(), the index will be automatically (but slowly) resized.
              +
              +
              Returns:
              +
              The number of elements (vectors) that are currently storable in this Index.
              +
              +
              +
              • +
            +
            +
            • +
          +
          + +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/class-use/Index.QueryResults.html b/docs/java/apidocs/com/spotify/voyager/jni/class-use/Index.QueryResults.html new file mode 100644 index 00000000..3ba324d7 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/class-use/Index.QueryResults.html @@ -0,0 +1,114 @@ + + + + +Uses of Class com.spotify.voyager.jni.Index.QueryResults (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Uses of Class
          com.spotify.voyager.jni.Index.QueryResults

          +
          +
          Packages that use Index.QueryResults
          +
          +
          Package
          +
          Description
          +
          com.spotify.voyager.jni
          +
          +
          Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
          +
          +
          +
          + +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/class-use/Index.SpaceType.html b/docs/java/apidocs/com/spotify/voyager/jni/class-use/Index.SpaceType.html new file mode 100644 index 00000000..ab3a9291 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/class-use/Index.SpaceType.html @@ -0,0 +1,186 @@ + + + + +Uses of Enum com.spotify.voyager.jni.Index.SpaceType (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Uses of Enum
          com.spotify.voyager.jni.Index.SpaceType

          +
          +
          Packages that use Index.SpaceType
          +
          +
          Package
          +
          Description
          +
          com.spotify.voyager.jni
          +
          +
          Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
          +
          +
          +
          + +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/class-use/Index.StorageDataType.html b/docs/java/apidocs/com/spotify/voyager/jni/class-use/Index.StorageDataType.html new file mode 100644 index 00000000..0c5226e2 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/class-use/Index.StorageDataType.html @@ -0,0 +1,168 @@ + + + + +Uses of Enum com.spotify.voyager.jni.Index.StorageDataType (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Uses of Enum
          com.spotify.voyager.jni.Index.StorageDataType

          +
          +
          Packages that use Index.StorageDataType
          +
          +
          Package
          +
          Description
          +
          com.spotify.voyager.jni
          +
          +
          Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
          +
          +
          +
          + +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/class-use/Index.html b/docs/java/apidocs/com/spotify/voyager/jni/class-use/Index.html new file mode 100644 index 00000000..613f8def --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/class-use/Index.html @@ -0,0 +1,116 @@ + + + + +Uses of Class com.spotify.voyager.jni.Index (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Uses of Class
          com.spotify.voyager.jni.Index

          +
          +
          Packages that use Index
          +
          +
          Package
          +
          Description
          +
          com.spotify.voyager.jni
          +
          +
          Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
          +
          +
          +
          + +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html b/docs/java/apidocs/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html new file mode 100644 index 00000000..a19d13d8 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html @@ -0,0 +1,101 @@ + + + + +Uses of Class com.spotify.voyager.jni.StringIndex.QueryResults (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Uses of Class
          com.spotify.voyager.jni.StringIndex.QueryResults

          +
          +
          Packages that use StringIndex.QueryResults
          +
          +
          Package
          +
          Description
          +
          com.spotify.voyager.jni
          +
          +
          Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
          +
          +
          +
          + +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/class-use/StringIndex.html b/docs/java/apidocs/com/spotify/voyager/jni/class-use/StringIndex.html new file mode 100644 index 00000000..3a9ec11b --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/class-use/StringIndex.html @@ -0,0 +1,116 @@ + + + + +Uses of Class com.spotify.voyager.jni.StringIndex (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Uses of Class
          com.spotify.voyager.jni.StringIndex

          +
          +
          Packages that use StringIndex
          +
          +
          Package
          +
          Description
          +
          com.spotify.voyager.jni
          +
          +
          Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
          +
          +
          +
          + +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/exception/RecallException.html b/docs/java/apidocs/com/spotify/voyager/jni/exception/RecallException.html new file mode 100644 index 00000000..88234ce9 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/exception/RecallException.html @@ -0,0 +1,197 @@ + + + + +RecallException (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          + +
          +
          Package com.spotify.voyager.jni.exception
          +

          Class RecallException

          +
          +
          java.lang.Object +
          java.lang.Throwable +
          java.lang.Exception +
          java.lang.RuntimeException +
          com.spotify.voyager.jni.exception.RecallException
          +
          +
          +
          +
          +
          +
          +
          All Implemented Interfaces:
          +
          Serializable
          +
          +
          +
          public class RecallException +extends RuntimeException
          +
          An exception that indicates an error about the recall performance of the index.
          +
          +
          See Also:
          +
          + +
          +
          +
          +
          + +
          +
          +
            + +
          • +
            +

            Constructor Details

            +
              +
            • +
              +

              RecallException

              +
              public RecallException(String message)
              +
              Constructs a new RecallException with the specified detail message.
              +
              +
              Parameters:
              +
              message - the detail message
              +
              +
              +
              • +
            • +
              +

              RecallException

              +
              public RecallException(String message, + Throwable cause)
              +
              Constructs a new RecallException with the specified detail message and cause.
              +
              +
              Parameters:
              +
              message - the detail message
              +
              cause - the cause of the exception
              +
              +
              +
              • +
            +
            +
            • +
          +
          + +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/exception/class-use/RecallException.html b/docs/java/apidocs/com/spotify/voyager/jni/exception/class-use/RecallException.html new file mode 100644 index 00000000..6cc33952 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/exception/class-use/RecallException.html @@ -0,0 +1,62 @@ + + + + +Uses of Class com.spotify.voyager.jni.exception.RecallException (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Uses of Class
          com.spotify.voyager.jni.exception.RecallException

          +
          +No usage of com.spotify.voyager.jni.exception.RecallException
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/exception/package-summary.html b/docs/java/apidocs/com/spotify/voyager/jni/exception/package-summary.html new file mode 100644 index 00000000..a20022cc --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/exception/package-summary.html @@ -0,0 +1,113 @@ + + + + +com.spotify.voyager.jni.exception (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Package com.spotify.voyager.jni.exception

          +
          +
          +
          package com.spotify.voyager.jni.exception
          +
          +
            +
          • + +
            • +
          • +
            +
            Exception Classes
            +
            +
            Class
            +
            Description
            +
            RecallException
            +
            +
            An exception that indicates an error about the recall performance of the index.
            +
            +
            +
            +
            • +
          +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/exception/package-tree.html b/docs/java/apidocs/com/spotify/voyager/jni/exception/package-tree.html new file mode 100644 index 00000000..702854b4 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/exception/package-tree.html @@ -0,0 +1,88 @@ + + + + +com.spotify.voyager.jni.exception Class Hierarchy (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Hierarchy For Package com.spotify.voyager.jni.exception

          +
          +Package Hierarchies: + +
          +

          Class Hierarchy

          + +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/exception/package-use.html b/docs/java/apidocs/com/spotify/voyager/jni/exception/package-use.html new file mode 100644 index 00000000..7f1a02a9 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/exception/package-use.html @@ -0,0 +1,62 @@ + + + + +Uses of Package com.spotify.voyager.jni.exception (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Uses of Package
          com.spotify.voyager.jni.exception

          +
          +No usage of com.spotify.voyager.jni.exception
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/package-summary.html b/docs/java/apidocs/com/spotify/voyager/jni/package-summary.html new file mode 100644 index 00000000..6cf2f4f3 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/package-summary.html @@ -0,0 +1,143 @@ + + + + +com.spotify.voyager.jni (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Package com.spotify.voyager.jni

          +
          +
          +
          package com.spotify.voyager.jni
          +
          +
          Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
          +
          +
          +
            +
          • + +
            • +
          • +
            +
            +
            +
            +
            Class
            +
            Description
            +
            Index
            +
            +
            A Voyager index, providing storage of floating-point vectors and the ability to efficiently + search among those vectors.
            +
            +
            Index.QueryResults
            +
            +
            A container for query results, returned by Index.
            +
            +
            Index.SpaceType
            +
            +
            The space, also known as distance metric, to use when searching.
            +
            +
            Index.StorageDataType
            +
            +
            The datatype used to use when storing vectors on disk.
            +
            +
            StringIndex
            +
            +
            Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID + to a provided String.
            +
            +
            StringIndex.QueryResults
            +
            +
            A wrapper class for nearest neighbor query results.
            +
            +
            +
            +
            +
            • +
          +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/package-tree.html b/docs/java/apidocs/com/spotify/voyager/jni/package-tree.html new file mode 100644 index 00000000..3bd67d01 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/package-tree.html @@ -0,0 +1,94 @@ + + + + +com.spotify.voyager.jni Class Hierarchy (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Hierarchy For Package com.spotify.voyager.jni

          +
          +Package Hierarchies: + +
          +

          Class Hierarchy

          + +
          +
          +

          Enum Hierarchy

          + +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/package-use.html b/docs/java/apidocs/com/spotify/voyager/jni/package-use.html new file mode 100644 index 00000000..651ffda7 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/package-use.html @@ -0,0 +1,110 @@ + + + + +Uses of Package com.spotify.voyager.jni (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Uses of Package
          com.spotify.voyager.jni

          +
          +
          Packages that use com.spotify.voyager.jni
          +
          +
          Package
          +
          Description
          +
          com.spotify.voyager.jni
          +
          +
          Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
          +
          +
          +
          +
            +
          • +
            +
            Classes in com.spotify.voyager.jni used by com.spotify.voyager.jni
            +
            +
            Class
            +
            Description
            +
            Index
            +
            +
            A Voyager index, providing storage of floating-point vectors and the ability to efficiently + search among those vectors.
            +
            +
            Index.QueryResults
            +
            +
            A container for query results, returned by Index.
            +
            +
            Index.SpaceType
            +
            +
            The space, also known as distance metric, to use when searching.
            +
            +
            Index.StorageDataType
            +
            +
            The datatype used to use when storing vectors on disk.
            +
            +
            StringIndex
            +
            +
            Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID + to a provided String.
            +
            +
            StringIndex.QueryResults
            +
            +
            A wrapper class for nearest neighbor query results.
            +
            +
            +
            +
            • +
          +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/utils/JniLibExtractor.html b/docs/java/apidocs/com/spotify/voyager/jni/utils/JniLibExtractor.html new file mode 100644 index 00000000..cc98a98b --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/utils/JniLibExtractor.html @@ -0,0 +1,177 @@ + + + + +JniLibExtractor (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          + +
          +
          Package com.spotify.voyager.jni.utils
          +

          Class JniLibExtractor

          +
          +
          java.lang.Object +
          com.spotify.voyager.jni.utils.JniLibExtractor
          +
          +
          +
          +
          public class JniLibExtractor +extends Object
          +
          +
          + +
          +
          +
            + +
          • +
            +

            Constructor Details

            +
              +
            • +
              +

              JniLibExtractor

              +
              public JniLibExtractor()
              +
              +
              • +
            +
            +
            • + +
          • +
            +

            Method Details

            +
              +
            • +
              +

              extractBinaries

              +
              public static String extractBinaries(String libname)
              +
              +
              • +
            +
            +
            • +
          +
          + +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/utils/TinyJson.html b/docs/java/apidocs/com/spotify/voyager/jni/utils/TinyJson.html new file mode 100644 index 00000000..19497ec7 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/utils/TinyJson.html @@ -0,0 +1,195 @@ + + + + +TinyJson (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          + +
          +
          Package com.spotify.voyager.jni.utils
          +

          Class TinyJson

          +
          +
          java.lang.Object +
          com.spotify.voyager.jni.utils.TinyJson
          +
          +
          +
          +
          public class TinyJson +extends Object
          +
          A dependency-free, super tiny JSON serde class that only supports reading and writing lists of + strings.
          +
          +
          + +
          +
          +
            + +
          • +
            +

            Constructor Details

            +
              +
            • +
              +

              TinyJson

              +
              public TinyJson()
              +
              +
              • +
            +
            +
            • + +
          • +
            +

            Method Details

            + +
            +
            • +
          +
          + +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html b/docs/java/apidocs/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html new file mode 100644 index 00000000..c8302ae9 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html @@ -0,0 +1,62 @@ + + + + +Uses of Class com.spotify.voyager.jni.utils.JniLibExtractor (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Uses of Class
          com.spotify.voyager.jni.utils.JniLibExtractor

          +
          +No usage of com.spotify.voyager.jni.utils.JniLibExtractor
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/utils/class-use/TinyJson.html b/docs/java/apidocs/com/spotify/voyager/jni/utils/class-use/TinyJson.html new file mode 100644 index 00000000..0ac9d2c8 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/utils/class-use/TinyJson.html @@ -0,0 +1,62 @@ + + + + +Uses of Class com.spotify.voyager.jni.utils.TinyJson (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Uses of Class
          com.spotify.voyager.jni.utils.TinyJson

          +
          +No usage of com.spotify.voyager.jni.utils.TinyJson
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/utils/package-summary.html b/docs/java/apidocs/com/spotify/voyager/jni/utils/package-summary.html new file mode 100644 index 00000000..ea3f09d8 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/utils/package-summary.html @@ -0,0 +1,116 @@ + + + + +com.spotify.voyager.jni.utils (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Package com.spotify.voyager.jni.utils

          +
          +
          +
          package com.spotify.voyager.jni.utils
          +
          +
            +
          • + +
            • +
          • +
            +
            Classes
            +
            +
            Class
            +
            Description
            +
            JniLibExtractor
            +
             
            +
            TinyJson
            +
            +
            A dependency-free, super tiny JSON serde class that only supports reading and writing lists of + strings.
            +
            +
            +
            +
            • +
          +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/utils/package-tree.html b/docs/java/apidocs/com/spotify/voyager/jni/utils/package-tree.html new file mode 100644 index 00000000..45701caf --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/utils/package-tree.html @@ -0,0 +1,77 @@ + + + + +com.spotify.voyager.jni.utils Class Hierarchy (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Hierarchy For Package com.spotify.voyager.jni.utils

          +
          +Package Hierarchies: + +
          +

          Class Hierarchy

          + +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/jni/utils/package-use.html b/docs/java/apidocs/com/spotify/voyager/jni/utils/package-use.html new file mode 100644 index 00000000..f1a0fd1d --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/jni/utils/package-use.html @@ -0,0 +1,62 @@ + + + + +Uses of Package com.spotify.voyager.jni.utils (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Uses of Package
          com.spotify.voyager.jni.utils

          +
          +No usage of com.spotify.voyager.jni.utils
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/package-summary.html b/docs/java/apidocs/com/spotify/voyager/package-summary.html new file mode 100644 index 00000000..3baee1b5 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/package-summary.html @@ -0,0 +1,124 @@ + + + + +com.spotify.voyager (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Package com.spotify.voyager

          +
          +
          +
          package com.spotify.voyager
          +
          +
          Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector + data. For most use cases, Index will be the primary interface to + Voyager's functionality. + + 
          +   // Import `Index`, the basic class that implements Voyager's functionality:
+   import com.spotify.voyager.jni.Index;
+
+   // Create a new Index that compares 4-dimensional vectors via Euclidean distance:
+   Index index = new Index(Index.SpaceType.Euclidean, 4);
+
+   // Add some data to the index:
+   index.addItem(new float[]{1.0f, 2.0f, 3.0f, 4.0f});
+   index.addItem(new float[]{2.0f, 3.0f, 4.0f, 5.0f});
+
+   // Query the index to return the `k` nearest neighbors of a given vector:
+   Index.QueryResults results = index.query(new float[]{3.0f, 4.0f, 5.0f, 6.0f}, 1);
+
+   // Our query will return the 1th (second) item that was added, as it's the closest:
+   assert(results.getLabels()[0] == 1);
+
+   // Serialize this index to use it again later:
+   index.saveIndex("my_tiny_index.voy");
+
          +
          +
          +
            +
          • + +
            • +
          +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/package-tree.html b/docs/java/apidocs/com/spotify/voyager/package-tree.html new file mode 100644 index 00000000..912341bf --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/package-tree.html @@ -0,0 +1,66 @@ + + + + +com.spotify.voyager Class Hierarchy (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Hierarchy For Package com.spotify.voyager

          +
          +Package Hierarchies: + +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/com/spotify/voyager/package-use.html b/docs/java/apidocs/com/spotify/voyager/package-use.html new file mode 100644 index 00000000..43d5a4e2 --- /dev/null +++ b/docs/java/apidocs/com/spotify/voyager/package-use.html @@ -0,0 +1,62 @@ + + + + +Uses of Package com.spotify.voyager (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Uses of Package
          com.spotify.voyager

          +
          +No usage of com.spotify.voyager
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/copy.svg b/docs/java/apidocs/copy.svg new file mode 100644 index 00000000..7c46ab15 --- /dev/null +++ b/docs/java/apidocs/copy.svg @@ -0,0 +1,33 @@ + + + + + + + + diff --git a/docs/java/apidocs/element-list b/docs/java/apidocs/element-list new file mode 100644 index 00000000..46ced86b --- /dev/null +++ b/docs/java/apidocs/element-list @@ -0,0 +1,4 @@ +com.spotify.voyager +com.spotify.voyager.jni +com.spotify.voyager.jni.exception +com.spotify.voyager.jni.utils diff --git a/docs/java/apidocs/help-doc.html b/docs/java/apidocs/help-doc.html new file mode 100644 index 00000000..7b417bc3 --- /dev/null +++ b/docs/java/apidocs/help-doc.html @@ -0,0 +1,198 @@ + + + + +API Help (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +

          JavaDoc Help

          + +
          +
          +

          Navigation

          +Starting from the Overview page, you can browse the documentation using the links in each page, and in the navigation bar at the top of each page. The Index and Search box allow you to navigate to specific declarations and summary pages, including: All Packages, All Classes and Interfaces + +
          +
          +
          +

          Kinds of Pages

          +The following sections describe the different kinds of pages in this collection. +
          +

          Overview

          +

          The Overview page is the front page of this API document and provides a list of all packages with a summary for each. This page can also contain an overall description of the set of packages.

          +
          +
          +

          Package

          +

          Each package has a page that contains a list of its classes and interfaces, with a summary for each. These pages may contain the following categories:

          +
            +
          • Interfaces
            • +
          • Classes
            • +
          • Enums
            • +
          • Exception Classes
            • +
          • Annotation Types
            • +
          +
          +
          +

          Class or Interface

          +

          Each class, interface, nested class and nested interface has its own separate page. Each of these pages has three sections consisting of a declaration and description, member summary tables, and detailed member descriptions. Entries in each of these sections are omitted if they are empty or not applicable.

          +
            +
          • Class Inheritance Diagram
            • +
          • Direct Subclasses
            • +
          • All Known Subinterfaces
            • +
          • All Known Implementing Classes
            • +
          • Class or Interface Declaration
            • +
          • Class or Interface Description
            • +
          +
          +
            +
          • Nested Class Summary
            • +
          • Enum Constant Summary
            • +
          • Field Summary
            • +
          • Property Summary
            • +
          • Constructor Summary
            • +
          • Method Summary
            • +
          • Required Element Summary
            • +
          • Optional Element Summary
            • +
          +
          +
            +
          • Enum Constant Details
            • +
          • Field Details
            • +
          • Property Details
            • +
          • Constructor Details
            • +
          • Method Details
            • +
          • Element Details
            • +
          +

          Note: Annotation interfaces have required and optional elements, but not methods. Only enum classes have enum constants. The components of a record class are displayed as part of the declaration of the record class. Properties are a feature of JavaFX.

          +

          The summary entries are alphabetical, while the detailed descriptions are in the order they appear in the source code. This preserves the logical groupings established by the programmer.

          +
          +
          +

          Other Files

          +

          Packages and modules may contain pages with additional information related to the declarations nearby.

          +
          +
          +

          Use

          +

          Each documented package, class and interface has its own Use page. This page describes what packages, classes, methods, constructors and fields use any part of the given class or package. Given a class or interface A, its Use page includes subclasses of A, fields declared as A, methods that return A, and methods and constructors with parameters of type A. You can access this page by first going to the package, class or interface, then clicking on the USE link in the navigation bar.

          +
          +
          +

          Tree (Class Hierarchy)

          +

          There is a Class Hierarchy page for all packages, plus a hierarchy for each package. Each hierarchy page contains a list of classes and a list of interfaces. Classes are organized by inheritance structure starting with java.lang.Object. Interfaces do not inherit from java.lang.Object.

          +
            +
          • When viewing the Overview page, clicking on TREE displays the hierarchy for all packages.
            • +
          • When viewing a particular package, class or interface page, clicking on TREE displays the hierarchy for only that package.
            • +
          +
          +
          +

          Serialized Form

          +

          Each serializable or externalizable class has a description of its serialization fields and methods. This information is of interest to those who implement rather than use the API. While there is no link in the navigation bar, you can get to this information by going to any serialized class and clicking "Serialized Form" in the "See Also" section of the class description.

          +
          +
          +

          All Packages

          +

          The All Packages page contains an alphabetic index of all packages contained in the documentation.

          +
          +
          +

          All Classes and Interfaces

          +

          The All Classes and Interfaces page contains an alphabetic index of all classes and interfaces contained in the documentation, including annotation interfaces, enum classes, and record classes.

          +
          +
          +

          Index

          +

          The Index contains an alphabetic index of all classes, interfaces, constructors, methods, and fields in the documentation, as well as summary pages such as All Packages, All Classes and Interfaces.

          +
          +
          +
          +This help file applies to API documentation generated by the standard doclet.
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/index-all.html b/docs/java/apidocs/index-all.html new file mode 100644 index 00000000..de8a231d --- /dev/null +++ b/docs/java/apidocs/index-all.html @@ -0,0 +1,470 @@ + + + + +Index (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          Index

          +
          +A C D E F G I J L M Q R S T U V W 
          All Classes and Interfaces|All Packages|Serialized Form +

          A

          +
          +
          addItem(float[]) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Add an item (a vector) to this Index.
          +
          +
          addItem(float[], long) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Add an item (a vector) to this Index with the provided identifier.
          +
          +
          addItem(String, float[]) - Method in class com.spotify.voyager.jni.StringIndex
          +
           
          +
          addItem(String, List<Float>) - Method in class com.spotify.voyager.jni.StringIndex
          +
           
          +
          addItems(float[][], int) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Add multiple items (vectors) to this Index.
          +
          +
          addItems(float[][], long[], int) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Add multiple items (vectors) to this Index.
          +
          +
          addItems(Map<String, List<Float>>) - Method in class com.spotify.voyager.jni.StringIndex
          +
           
          +
          asBytes() - Method in class com.spotify.voyager.jni.Index
          +
          +
          Returns the contents of this index as an array of bytes.
          +
          +
          +

          C

          +
          +
          close() - Method in class com.spotify.voyager.jni.Index
          +
          +
          Close this Index and release any memory held by it.
          +
          +
          close() - Method in class com.spotify.voyager.jni.StringIndex
          +
           
          +
          com.spotify.voyager - package com.spotify.voyager
          +
          +
          Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector + data.
          +
          +
          com.spotify.voyager.jni - package com.spotify.voyager.jni
          +
          +
          Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
          +
          +
          com.spotify.voyager.jni.exception - package com.spotify.voyager.jni.exception
          +
           
          +
          com.spotify.voyager.jni.utils - package com.spotify.voyager.jni.utils
          +
           
          +
          Cosine - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
          +
          +
          Cosine distance; i.e. normalized dot product.
          +
          +
          +

          D

          +
          +
          distances - Variable in class com.spotify.voyager.jni.Index.QueryResults
          +
          +
          A list of distances from each item ID to the query vector for this query.
          +
          +
          +

          E

          +
          +
          E4M3 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
          +
          +
          A custom 8-bit floating point data type with range [-448, 448] and variable precision.
          +
          +
          Euclidean - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
          +
          +
          Euclidean distance, also known as L2 distance.
          +
          +
          extractBinaries(String) - Static method in class com.spotify.voyager.jni.utils.JniLibExtractor
          +
           
          +
          +

          F

          +
          +
          finalize() - Method in class com.spotify.voyager.jni.Index
          +
           
          +
          Float32 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
          +
          +
          A 32-bit floating point ("Float") data type.
          +
          +
          Float8 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
          +
          +
          An 8-bit floating point data type that expects all values to be on [-1, 1].
          +
          +
          +

          G

          +
          +
          getDistance(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
          +
           
          +
          getDistances() - Method in class com.spotify.voyager.jni.Index.QueryResults
          +
          +
          Retrieve the list of distances between query vectors and item vectors for the results of this + query.
          +
          +
          getDistances() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
          +
           
          +
          getEf() - Method in class com.spotify.voyager.jni.Index
          +
          +
          Get the default EF ("query search depth") that will be uses when Index.query(float[], int) is called.
          +
          +
          getEfConstruction() - Method in class com.spotify.voyager.jni.Index
          +
          +
          Get the EF Construction value used when adding new elements to this Index.
          +
          +
          getIDs() - Method in class com.spotify.voyager.jni.Index
          +
          +
          Get the list of identifiers currently stored by this index.
          +
          +
          getLabels() - Method in class com.spotify.voyager.jni.Index.QueryResults
          +
          +
          Retrieve the list of item IDs ("labels") returned by this query.
          +
          +
          getM() - Method in class com.spotify.voyager.jni.Index
          +
          +
          Get the M value used when adding new elements to this Index.
          +
          +
          getMaxElements() - Method in class com.spotify.voyager.jni.Index
          +
          +
          Get the maximum number of elements currently storable by this Index.
          +
          +
          getMaxElements() - Method in class com.spotify.voyager.jni.StringIndex
          +
          +
          Get the maximum number of elements currently storable by this Index.
          +
          +
          getName(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
          +
           
          +
          getNames() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
          +
           
          +
          getNumDimensions() - Method in class com.spotify.voyager.jni.Index
          +
          +
          Get the number of dimensions used in this Index.
          +
          +
          getNumElements() - Method in class com.spotify.voyager.jni.Index
          +
          +
          Get the number of elements currently in this Index.
          +
          +
          getNumElements() - Method in class com.spotify.voyager.jni.StringIndex
          +
           
          +
          getNumResults() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
          +
           
          +
          getNumThreads() - Method in class com.spotify.voyager.jni.Index
          +
          +
          Get the default number of threads used when adding multiple vectors in bulk oor when querying + for multiple vectors simultaneously.
          +
          +
          getSpace() - Method in class com.spotify.voyager.jni.Index
          +
          +
          Get the Index.SpaceType that this Index uses to store and compare vectors.
          +
          +
          getVector(long) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Get the vector for the provided identifier.
          +
          +
          getVector(String) - Method in class com.spotify.voyager.jni.StringIndex
          +
           
          +
          getVectors(long[]) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Get the vectors for a provided array of identifiers.
          +
          +
          +

          I

          +
          +
          Index - Class in com.spotify.voyager.jni
          +
          +
          A Voyager index, providing storage of floating-point vectors and the ability to efficiently + search among those vectors.
          +
          +
          Index(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.Index
          +
          +
          Create a new Index that uses the given Index.SpaceType to store and compare + numDimensions-dimensional vectors.
          +
          +
          Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.Index
          +
          +
          Create a new Index that uses the given Index.SpaceType to store and compare + numDimensions-dimensional vectors.
          +
          +
          Index.QueryResults - Class in com.spotify.voyager.jni
          +
          +
          A container for query results, returned by Index.
          +
          +
          Index.SpaceType - Enum in com.spotify.voyager.jni
          +
          +
          The space, also known as distance metric, to use when searching.
          +
          +
          Index.StorageDataType - Enum in com.spotify.voyager.jni
          +
          +
          The datatype used to use when storing vectors on disk.
          +
          +
          InnerProduct - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
          +
          +
          Inner (dot) product.
          +
          +
          +

          J

          +
          +
          JniLibExtractor - Class in com.spotify.voyager.jni.utils
          +
           
          +
          JniLibExtractor() - Constructor for class com.spotify.voyager.jni.utils.JniLibExtractor
          +
           
          +
          +

          L

          +
          +
          labels - Variable in class com.spotify.voyager.jni.Index.QueryResults
          +
          +
          A list of item IDs ("labels").
          +
          +
          load(InputStream) - Static method in class com.spotify.voyager.jni.Index
          +
          +
          Interpret the contents of a java.io.InputStream as the contents of a Voyager index file + and create a new Index initialized with the data provided by that stream.
          +
          +
          load(InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
          +
          +
          Interpret the contents of a java.io.InputStream as the contents of a Voyager index file + and create a new Index initialized with the data provided by that stream.
          +
          +
          load(InputStream, InputStream) - Static method in class com.spotify.voyager.jni.StringIndex
          +
          +
          Load a previously constructed index from the provided input stream.
          +
          +
          load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
          +
          +
          Load a previously constructed index from the provided input streams.
          +
          +
          load(String) - Static method in class com.spotify.voyager.jni.Index
          +
          +
          Load a Voyager index file and create a new Index initialized with the data in that + file.
          +
          +
          load(String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
          +
          +
          Load a Voyager index file and create a new Index initialized with the data in that + file.
          +
          +
          load(String, String) - Static method in class com.spotify.voyager.jni.StringIndex
          +
          +
          Load a previously constructed index from the provided file location.
          +
          +
          load(String, String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
          +
          +
          Load a previously constructed index from the provided file location.
          +
          +
          +

          M

          +
          +
          markDeleted(long) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Mark an element of the index as deleted.
          +
          +
          +

          Q

          +
          +
          query(float[][], int, int) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Query this Index for approximate nearest neighbors of multiple query vectors.
          +
          +
          query(float[][], int, int, int) - Method in class com.spotify.voyager.jni.StringIndex
          +
          +
          Query for multiple target vectors in parallel.
          +
          +
          query(float[][], int, int, long) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Query this Index for approximate nearest neighbors of multiple query vectors.
          +
          +
          query(float[], int) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Query this Index for approximate nearest neighbors of a single query vector.
          +
          +
          query(float[], int, int) - Method in class com.spotify.voyager.jni.StringIndex
          +
          +
          Find the nearest neighbors of the provided embedding.
          +
          +
          query(float[], int, long) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Query this Index for approximate nearest neighbors of a single query vector.
          +
          +
          QueryResults(long[], float[]) - Constructor for class com.spotify.voyager.jni.Index.QueryResults
          +
          +
          Instantiates a new QueryResults object, provided two identical-length arrays of labels and + their corresponding distances.
          +
          +
          QueryResults(String[], float[]) - Constructor for class com.spotify.voyager.jni.StringIndex.QueryResults
          +
           
          +
          +

          R

          +
          +
          readStringList(InputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
          +
           
          +
          RecallException - Exception Class in com.spotify.voyager.jni.exception
          +
          +
          An exception that indicates an error about the recall performance of the index.
          +
          +
          RecallException(String) - Constructor for exception class com.spotify.voyager.jni.exception.RecallException
          +
          +
          Constructs a new RecallException with the specified detail message.
          +
          +
          RecallException(String, Throwable) - Constructor for exception class com.spotify.voyager.jni.exception.RecallException
          +
          +
          Constructs a new RecallException with the specified detail message and cause.
          +
          +
          resizeIndex(long) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Change the maximum number of elements currently storable by this Index.
          +
          +
          resizeIndex(long) - Method in class com.spotify.voyager.jni.StringIndex
          +
          +
          Change the maximum number of elements currently storable by this Index.
          +
          +
          +

          S

          +
          +
          saveIndex(OutputStream) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Save this Index to the provided output stream.
          +
          +
          saveIndex(OutputStream, OutputStream) - Method in class com.spotify.voyager.jni.StringIndex
          +
          +
          Save the underlying HNSW index and JSON encoded names list to the provided output streams
          +
          +
          saveIndex(String) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Save this Index to a file at the provided filename.
          +
          +
          saveIndex(String) - Method in class com.spotify.voyager.jni.StringIndex
          +
          +
          Save the underlying index and JSON encoded name list to the provided output directory
          +
          +
          saveIndex(String, String, String) - Method in class com.spotify.voyager.jni.StringIndex
          +
           
          +
          setEf(long) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Set the default EF ("query search depth") to use when Index.query(float[], int) is called.
          +
          +
          setNumThreads(int) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Set the default number of threads to use when adding multiple vectors in bulk, or when querying + for multiple vectors simultaneously.
          +
          +
          StringIndex - Class in com.spotify.voyager.jni
          +
          +
          Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID + to a provided String.
          +
          +
          StringIndex(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.StringIndex
          +
          +
          Instantiate a new empty index with the specified space type and dimensionality
          +
          +
          StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.StringIndex
          +
          +
          Instantiate an empty index with the specified index parameters
          +
          +
          StringIndex.QueryResults - Class in com.spotify.voyager.jni
          +
          +
          A wrapper class for nearest neighbor query results.
          +
          +
          +

          T

          +
          +
          TinyJson - Class in com.spotify.voyager.jni.utils
          +
          +
          A dependency-free, super tiny JSON serde class that only supports reading and writing lists of + strings.
          +
          +
          TinyJson() - Constructor for class com.spotify.voyager.jni.utils.TinyJson
          +
           
          +
          toString() - Method in class com.spotify.voyager.jni.Index.QueryResults
          +
           
          +
          toString() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
          +
           
          +
          +

          U

          +
          +
          unmarkDeleted(long) - Method in class com.spotify.voyager.jni.Index
          +
          +
          Un-mark an element of the index as deleted, making it available again.
          +
          +
          +

          V

          +
          +
          valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.SpaceType
          +
          +
          Returns the enum constant of this type with the specified name.
          +
          +
          valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
          +
          +
          Returns the enum constant of this type with the specified name.
          +
          +
          values() - Static method in enum com.spotify.voyager.jni.Index.SpaceType
          +
          +
          Returns an array containing the constants of this enum type, in +the order they are declared.
          +
          +
          values() - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
          +
          +
          Returns an array containing the constants of this enum type, in +the order they are declared.
          +
          +
          +

          W

          +
          +
          writeStringList(Iterable<String>, OutputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
          +
           
          +
          +A C D E F G I J L M Q R S T U V W 
          All Classes and Interfaces|All Packages|Serialized Form
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/index.html b/docs/java/apidocs/index.html new file mode 100644 index 00000000..31481600 --- /dev/null +++ b/docs/java/apidocs/index.html @@ -0,0 +1,82 @@ + + + + +Overview (voyager 2.0.9 API) + + + + + + + + + + + + + + +
          + +
          +
          +
          +

          voyager 2.0.9 API

          +
          +
          +
          Packages
          +
          +
          Package
          +
          Description
          +
          com.spotify.voyager
          +
          +
          Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector + data.
          +
          +
          com.spotify.voyager.jni
          +
          +
          Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
          +
          +
          com.spotify.voyager.jni.exception
          +
           
          +
          com.spotify.voyager.jni.utils
          +
           
          +
          +
          +
          +
          +
          +

          Copyright © 2024. All rights reserved.

          +
          +
          +
          + + diff --git a/docs/java/apidocs/legal/ADDITIONAL_LICENSE_INFO b/docs/java/apidocs/legal/ADDITIONAL_LICENSE_INFO new file mode 100644 index 00000000..ff700cd0 --- /dev/null +++ b/docs/java/apidocs/legal/ADDITIONAL_LICENSE_INFO @@ -0,0 +1,37 @@ + ADDITIONAL INFORMATION ABOUT LICENSING + +Certain files distributed by Oracle America, Inc. and/or its affiliates are +subject to the following clarification and special exception to the GPLv2, +based on the GNU Project exception for its Classpath libraries, known as the +GNU Classpath Exception. + +Note that Oracle includes multiple, independent programs in this software +package. Some of those programs are provided under licenses deemed +incompatible with the GPLv2 by the Free Software Foundation and others. +For example, the package includes programs licensed under the Apache +License, Version 2.0 and may include FreeType. Such programs are licensed +to you under their original licenses. + +Oracle facilitates your further distribution of this package by adding the +Classpath Exception to the necessary parts of its GPLv2 code, which permits +you to use that code in combination with other independent modules not +licensed under the GPLv2. However, note that this would not permit you to +commingle code under an incompatible license with Oracle's GPLv2 licensed +code by, for example, cutting and pasting such code into a file also +containing Oracle's GPLv2 licensed code and then distributing the result. + +Additionally, if you were to remove the Classpath Exception from any of the +files to which it applies and distribute the result, you would likely be +required to license some or all of the other code in that distribution under +the GPLv2 as well, and since the GPLv2 is incompatible with the license terms +of some items included in the distribution by Oracle, removing the Classpath +Exception could therefore effectively compromise your ability to further +distribute the package. + +Failing to distribute notices associated with some files may also create +unexpected legal consequences. + +Proceed with caution and we recommend that you obtain the advice of a lawyer +skilled in open source matters before removing the Classpath Exception or +making modifications to this package which may subsequently be redistributed +and/or involve the use of third party software. diff --git a/docs/java/apidocs/legal/ASSEMBLY_EXCEPTION b/docs/java/apidocs/legal/ASSEMBLY_EXCEPTION new file mode 100644 index 00000000..42966666 --- /dev/null +++ b/docs/java/apidocs/legal/ASSEMBLY_EXCEPTION @@ -0,0 +1,27 @@ + +OPENJDK ASSEMBLY EXCEPTION + +The OpenJDK source code made available by Oracle America, Inc. (Oracle) at +openjdk.org ("OpenJDK Code") is distributed under the terms of the GNU +General Public License version 2 +only ("GPL2"), with the following clarification and special exception. + + Linking this OpenJDK Code statically or dynamically with other code + is making a combined work based on this library. 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It is safest to attach +them to the start of each source file to most effectively convey the exclusion +of warranty; and each file should have at least the "copyright" line and a +pointer to where the full notice is found. + + One line to give the program's name and a brief idea of what it does. + + Copyright (C) + + This program is free software; you can redistribute it and/or modify it + under the terms of the GNU General Public License as published by the Free + Software Foundation; either version 2 of the License, or (at your option) + any later version. + + This program is distributed in the hope that it will be useful, but WITHOUT + ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or + FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for + more details. + + You should have received a copy of the GNU General Public License along + with this program; if not, write to the Free Software Foundation, Inc., + 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA. + +Also add information on how to contact you by electronic and paper mail. + +If the program is interactive, make it output a short notice like this when it +starts in an interactive mode: + + Gnomovision version 69, Copyright (C) year name of author Gnomovision comes + with ABSOLUTELY NO WARRANTY; for details type 'show w'. This is free + software, and you are welcome to redistribute it under certain conditions; + type 'show c' for details. + +The hypothetical commands 'show w' and 'show c' should show the appropriate +parts of the General Public License. Of course, the commands you use may be +called something other than 'show w' and 'show c'; they could even be +mouse-clicks or menu items--whatever suits your program. + +You should also get your employer (if you work as a programmer) or your school, +if any, to sign a "copyright disclaimer" for the program, if necessary. Here +is a sample; alter the names: + + Yoyodyne, Inc., hereby disclaims all copyright interest in the program + 'Gnomovision' (which makes passes at compilers) written by James Hacker. + + signature of Ty Coon, 1 April 1989 + + Ty Coon, President of Vice + +This General Public License does not permit incorporating your program into +proprietary programs. If your program is a subroutine library, you may +consider it more useful to permit linking proprietary applications with the +library. If this is what you want to do, use the GNU Library General Public +License instead of this License. + + +"CLASSPATH" EXCEPTION TO THE GPL + +Certain source files distributed by Oracle America and/or its affiliates are +subject to the following clarification and special exception to the GPL, but +only where Oracle has expressly included in the particular source file's header +the words "Oracle designates this particular file as subject to the "Classpath" +exception as provided by Oracle in the LICENSE file that accompanied this code." + + Linking this library statically or dynamically with other modules is making + a combined work based on this library. Thus, the terms and conditions of + the GNU General Public License cover the whole combination. + + As a special exception, the copyright holders of this library give you + permission to link this library with independent modules to produce an + executable, regardless of the license terms of these independent modules, + and to copy and distribute the resulting executable under terms of your + choice, provided that you also meet, for each linked independent module, + the terms and conditions of the license of that module. An independent + module is a module which is not derived from or based on this library. If + you modify this library, you may extend this exception to your version of + the library, but you are not obligated to do so. If you do not wish to do + so, delete this exception statement from your version. diff --git a/docs/java/apidocs/legal/jquery.md b/docs/java/apidocs/legal/jquery.md new file mode 100644 index 00000000..d468b318 --- /dev/null +++ b/docs/java/apidocs/legal/jquery.md @@ -0,0 +1,72 @@ +## jQuery v3.6.1 + +### jQuery License +``` +jQuery v 3.6.1 +Copyright OpenJS Foundation and other contributors, https://openjsf.org/ + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +****************************************** + +The jQuery JavaScript Library v3.6.1 also includes Sizzle.js + +Sizzle.js includes the following license: + +Copyright JS Foundation and other contributors, https://js.foundation/ + +This software consists of voluntary contributions made by many +individuals. For exact contribution history, see the revision history +available at https://github.com/jquery/sizzle + +The following license applies to all parts of this software except as +documented below: + +==== + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +==== + +All files located in the node_modules and external directories are +externally maintained libraries used by this software which have their +own licenses; we recommend you read them, as their terms may differ from +the terms above. + +********************* + +``` diff --git a/docs/java/apidocs/legal/jqueryUI.md b/docs/java/apidocs/legal/jqueryUI.md new file mode 100644 index 00000000..8bda9d7a --- /dev/null +++ b/docs/java/apidocs/legal/jqueryUI.md @@ -0,0 +1,49 @@ +## jQuery UI v1.13.2 + +### jQuery UI License +``` +Copyright jQuery Foundation and other contributors, https://jquery.org/ + +This software consists of voluntary contributions made by many +individuals. For exact contribution history, see the revision history +available at https://github.com/jquery/jquery-ui + +The following license applies to all parts of this software except as +documented below: + +==== + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +==== + +Copyright and related rights for sample code are waived via CC0. Sample +code is defined as all source code contained within the demos directory. + +CC0: http://creativecommons.org/publicdomain/zero/1.0/ + +==== + +All files located in the node_modules and external directories are +externally maintained libraries used by this software which have their +own licenses; we recommend you read them, as their terms may differ from +the terms above. + +``` diff --git a/docs/java/apidocs/link.svg b/docs/java/apidocs/link.svg new file mode 100644 index 00000000..7ccc5ed0 --- /dev/null +++ b/docs/java/apidocs/link.svg @@ -0,0 +1,31 @@ + + + + + + + + diff --git a/docs/java/apidocs/member-search-index.js b/docs/java/apidocs/member-search-index.js new file mode 100644 index 00000000..507052b5 --- /dev/null +++ b/docs/java/apidocs/member-search-index.js @@ -0,0 +1 @@ +memberSearchIndex = [{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[])"},{"p":"com.spotify.voyager.jni","c":"Index","l":"addItem(float[], 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All rights reserved. + * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER. + * + * This code is free software; you can redistribute it and/or modify it + * under the terms of the GNU General Public License version 2 only, as + * published by the Free Software Foundation. Oracle designates this + * particular file as subject to the "Classpath" exception as provided + * by Oracle in the LICENSE file that accompanied this code. + * + * This code is distributed in the hope that it will be useful, but WITHOUT + * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or + * FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License + * version 2 for more details (a copy is included in the LICENSE file that + * accompanied this code). + * + * You should have received a copy of the GNU General Public License version + * 2 along with this work; if not, write to the Free Software Foundation, + * Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA. + * + * Please contact Oracle, 500 Oracle Parkway, Redwood Shores, CA 94065 USA + * or visit www.oracle.com if you need additional information or have any + * questions. + */ + +var moduleSearchIndex; +var packageSearchIndex; +var typeSearchIndex; +var memberSearchIndex; +var tagSearchIndex; + +var oddRowColor = "odd-row-color"; +var evenRowColor = "even-row-color"; +var sortAsc = "sort-asc"; +var sortDesc = "sort-desc"; +var tableTab = "table-tab"; +var activeTableTab = "active-table-tab"; + +function loadScripts(doc, tag) { + createElem(doc, tag, 'search.js'); + + createElem(doc, tag, 'module-search-index.js'); + createElem(doc, tag, 'package-search-index.js'); + createElem(doc, tag, 'type-search-index.js'); + createElem(doc, tag, 'member-search-index.js'); + createElem(doc, tag, 'tag-search-index.js'); +} + +function createElem(doc, tag, path) { + var script = doc.createElement(tag); + var scriptElement = doc.getElementsByTagName(tag)[0]; + script.src = pathtoroot + path; + scriptElement.parentNode.insertBefore(script, scriptElement); +} + +// Helper for making content containing release names comparable lexicographically +function makeComparable(s) { + return s.toLowerCase().replace(/(\d+)/g, + function(n, m) { + return ("000" + m).slice(-4); + }); +} + +// Switches between two styles depending on a condition +function toggleStyle(classList, condition, trueStyle, falseStyle) { + if (condition) { + classList.remove(falseStyle); + classList.add(trueStyle); + } else { + classList.remove(trueStyle); + classList.add(falseStyle); + } +} + +// Sorts the rows in a table lexicographically by the content of a specific column +function sortTable(header, columnIndex, columns) { + var container = header.parentElement; + var descending = header.classList.contains(sortAsc); + container.querySelectorAll("div.table-header").forEach( + function(header) { + header.classList.remove(sortAsc); + header.classList.remove(sortDesc); + } + ) + var cells = container.children; + var rows = []; + for (var i = columns; i < cells.length; i += columns) { + rows.push(Array.prototype.slice.call(cells, i, i + columns)); + } + var comparator = function(a, b) { + var ka = makeComparable(a[columnIndex].textContent); + var kb = makeComparable(b[columnIndex].textContent); + if (ka < kb) + return descending ? 1 : -1; + if (ka > kb) + return descending ? -1 : 1; + return 0; + }; + var sorted = rows.sort(comparator); + var visible = 0; + sorted.forEach(function(row) { + if (row[0].style.display !== 'none') { + var isEvenRow = visible++ % 2 === 0; + } + row.forEach(function(cell) { + toggleStyle(cell.classList, isEvenRow, evenRowColor, oddRowColor); + container.appendChild(cell); + }) + }); + toggleStyle(header.classList, descending, sortDesc, sortAsc); +} + +// Toggles the visibility of a table category in all tables in a page +function toggleGlobal(checkbox, selected, columns) { + var display = checkbox.checked ? '' : 'none'; + document.querySelectorAll("div.table-tabs").forEach(function(t) { + var id = t.parentElement.getAttribute("id"); + var selectedClass = id + "-tab" + selected; + // if selected is empty string it selects all uncategorized entries + var selectUncategorized = !Boolean(selected); + var visible = 0; + document.querySelectorAll('div.' + id) + .forEach(function(elem) { + if (selectUncategorized) { + if (elem.className.indexOf(selectedClass) === -1) { + elem.style.display = display; + } + } else if (elem.classList.contains(selectedClass)) { + elem.style.display = display; + } + if (elem.style.display === '') { + var isEvenRow = visible++ % (columns * 2) < columns; + toggleStyle(elem.classList, isEvenRow, evenRowColor, oddRowColor); + } + }); + var displaySection = visible === 0 ? 'none' : ''; + t.parentElement.style.display = displaySection; + document.querySelector("li#contents-" + id).style.display = displaySection; + }) +} + +// Shows the elements of a table belonging to a specific category +function show(tableId, selected, columns) { + if (tableId !== selected) { + document.querySelectorAll('div.' + tableId + ':not(.' + selected + ')') + .forEach(function(elem) { + elem.style.display = 'none'; + }); + } + document.querySelectorAll('div.' + selected) + .forEach(function(elem, index) { + elem.style.display = ''; + var isEvenRow = index % (columns * 2) < columns; + toggleStyle(elem.classList, isEvenRow, evenRowColor, oddRowColor); + }); + updateTabs(tableId, selected); +} + +function updateTabs(tableId, selected) { + document.querySelector('div#' + tableId +' .summary-table') + .setAttribute('aria-labelledby', selected); + document.querySelectorAll('button[id^="' + tableId + '"]') + .forEach(function(tab, index) { + if (selected === tab.id || (tableId === selected && index === 0)) { + tab.className = activeTableTab; + tab.setAttribute('aria-selected', true); + tab.setAttribute('tabindex',0); + } else { + tab.className = tableTab; + tab.setAttribute('aria-selected', false); + tab.setAttribute('tabindex',-1); + } + }); +} + +function switchTab(e) { + var selected = document.querySelector('[aria-selected=true]'); + if (selected) { + if ((e.keyCode === 37 || e.keyCode === 38) && selected.previousSibling) { + // left or up arrow key pressed: move focus to previous tab + selected.previousSibling.click(); + selected.previousSibling.focus(); + e.preventDefault(); + } else if ((e.keyCode === 39 || e.keyCode === 40) && selected.nextSibling) { + // right or down arrow key pressed: move focus to next tab + selected.nextSibling.click(); + selected.nextSibling.focus(); + e.preventDefault(); + } + } +} + +var updateSearchResults = function() {}; + +function indexFilesLoaded() { + return moduleSearchIndex + && packageSearchIndex + && typeSearchIndex + && memberSearchIndex + && tagSearchIndex; +} +// Copy the contents of the local snippet to the clipboard +function copySnippet(button) { + copyToClipboard(button.nextElementSibling.innerText); + switchCopyLabel(button, button.firstElementChild); +} +function copyToClipboard(content) { + var textarea = document.createElement("textarea"); + textarea.style.height = 0; + document.body.appendChild(textarea); + textarea.value = content; + textarea.select(); + document.execCommand("copy"); + document.body.removeChild(textarea); +} +function switchCopyLabel(button, span) { + var copied = span.getAttribute("data-copied"); + button.classList.add("visible"); + var initialLabel = span.innerHTML; + span.innerHTML = copied; + setTimeout(function() { + button.classList.remove("visible"); + setTimeout(function() { + if (initialLabel !== copied) { + span.innerHTML = initialLabel; + } + }, 100); + }, 1900); +} +// Workaround for scroll position not being included in browser history (8249133) +document.addEventListener("DOMContentLoaded", function(e) { + var contentDiv = document.querySelector("div.flex-content"); + window.addEventListener("popstate", function(e) { + if (e.state !== null) { + contentDiv.scrollTop = e.state; + } + }); + window.addEventListener("hashchange", function(e) { + history.replaceState(contentDiv.scrollTop, document.title); + }); + var timeoutId; + contentDiv.addEventListener("scroll", function(e) { + if (timeoutId) { + clearTimeout(timeoutId); + } + timeoutId = setTimeout(function() { + history.replaceState(contentDiv.scrollTop, document.title); + }, 100); + }); + if (!location.hash) { + history.replaceState(contentDiv.scrollTop, document.title); + } +}); diff --git a/docs/java/apidocs/search-page.js b/docs/java/apidocs/search-page.js new file mode 100644 index 00000000..540c90f5 --- /dev/null +++ b/docs/java/apidocs/search-page.js @@ -0,0 +1,284 @@ +/* + * Copyright (c) 2022, 2023, Oracle and/or its affiliates. All rights reserved. + * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER. + * + * This code is free software; you can redistribute it and/or modify it + * under the terms of the GNU General Public License version 2 only, as + * published by the Free Software Foundation. Oracle designates this + * particular file as subject to the "Classpath" exception as provided + * by Oracle in the LICENSE file that accompanied this code. + * + * This code is distributed in the hope that it will be useful, but WITHOUT + * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or + * FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License + * version 2 for more details (a copy is included in the LICENSE file that + * accompanied this code). + * + * You should have received a copy of the GNU General Public License version + * 2 along with this work; if not, write to the Free Software Foundation, + * Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA. + * + * Please contact Oracle, 500 Oracle Parkway, Redwood Shores, CA 94065 USA + * or visit www.oracle.com if you need additional information or have any + * questions. + */ + +"use strict"; +$(function() { + var copy = $("#page-search-copy"); + var expand = $("#page-search-expand"); + var searchLink = $("span#page-search-link"); + var redirect = $("input#search-redirect"); + function setSearchUrlTemplate() { + var href = document.location.href.split(/[#?]/)[0]; + href += "?q=" + "%s"; + if (redirect.is(":checked")) { + href += "&r=1"; + } + searchLink.html(href); + copy[0].onmouseenter(); + } + function copyLink(e) { + copyToClipboard(this.previousSibling.innerText); + switchCopyLabel(this, this.lastElementChild); + } + copy.click(copyLink); + copy[0].onmouseenter = function() {}; + redirect.click(setSearchUrlTemplate); + setSearchUrlTemplate(); + copy.prop("disabled", false); + redirect.prop("disabled", false); + expand.click(function (e) { + var searchInfo = $("div.page-search-info"); + if(this.parentElement.hasAttribute("open")) { + searchInfo.attr("style", "border-width: 0;"); + } else { + searchInfo.attr("style", "border-width: 1px;").height(searchInfo.prop("scrollHeight")); + } + }); +}); +$(window).on("load", function() { + var input = $("#page-search-input"); + var reset = $("#page-search-reset"); + var notify = $("#page-search-notify"); + var resultSection = $("div#result-section"); + var resultContainer = $("div#result-container"); + var searchTerm = ""; + var activeTab = ""; + var fixedTab = false; + var visibleTabs = []; + var feelingLucky = false; + function renderResults(result) { + if (!result.length) { + notify.html(messages.noResult); + } else if (result.length === 1) { + notify.html(messages.oneResult); + } else { + notify.html(messages.manyResults.replace("{0}", result.length)); + } + resultContainer.empty(); + var r = { + "types": [], + "members": [], + "packages": [], + "modules": [], + "searchTags": [] + }; + for (var i in result) { + var item = result[i]; + var arr = r[item.category]; + arr.push(item); + } + if (!activeTab || r[activeTab].length === 0 || !fixedTab) { + Object.keys(r).reduce(function(prev, curr) { + if (r[curr].length > 0 && r[curr][0].score > prev) { + activeTab = curr; + return r[curr][0].score; + } + return prev; + }, 0); + } + if (feelingLucky && activeTab) { + notify.html(messages.redirecting) + var firstItem = r[activeTab][0]; + window.location = getURL(firstItem.indexItem, firstItem.category); + return; + } + if (result.length > 20) { + if (searchTerm[searchTerm.length - 1] === ".") { + if (activeTab === "types" && r["members"].length > r["types"].length) { + activeTab = "members"; + } else if (activeTab === "packages" && r["types"].length > r["packages"].length) { + activeTab = "types"; + } + } + } + var categoryCount = Object.keys(r).reduce(function(prev, curr) { + return prev + (r[curr].length > 0 ? 1 : 0); + }, 0); + visibleTabs = []; + var tabContainer = $("
            ").appendTo(resultContainer); + for (var key in r) { + var id = "#result-tab-" + key.replace("searchTags", "search_tags"); + if (r[key].length) { + var count = r[key].length >= 1000 ? "999+" : r[key].length; + if (result.length > 20 && categoryCount > 1) { + var button = $("").appendTo(tabContainer); + button.click(key, function(e) { + fixedTab = true; + renderResult(e.data, $(this)); + }); + visibleTabs.push(key); + } else { + $("" + categories[key] + + " (" + count + ")").appendTo(tabContainer); + renderTable(key, r[key]).appendTo(resultContainer); + tabContainer = $("
            ").appendTo(resultContainer); + + } + } + } + if (activeTab && result.length > 20 && categoryCount > 1) { + $("button#result-tab-" + activeTab).addClass("active-table-tab"); + renderTable(activeTab, r[activeTab]).appendTo(resultContainer); + } + resultSection.show(); + function renderResult(category, button) { + activeTab = category; + setSearchUrl(); + resultContainer.find("div.summary-table").remove(); + renderTable(activeTab, r[activeTab]).appendTo(resultContainer); + button.siblings().removeClass("active-table-tab"); + button.addClass("active-table-tab"); + } + } + function selectTab(category) { + $("button#result-tab-" + category).click(); + } + function renderTable(category, items) { + var table = $("
            ") + .addClass(category === "modules" + ? "one-column-search-results" + : "two-column-search-results"); + var col1, col2; + if (category === "modules") { + col1 = "Module"; + } else if (category === "packages") { + col1 = "Module"; + col2 = "Package"; + } else if (category === "types") { + col1 = "Package"; + col2 = "Class" + } else if (category === "members") { + col1 = "Class"; + col2 = "Member"; + } else if (category === "searchTags") { + col1 = "Location"; + col2 = "Name"; + } + $("
            " + col1 + "
            ").appendTo(table); + if (category !== "modules") { + $("
            " + col2 + "
            ").appendTo(table); + } + $.each(items, function(index, item) { + var rowColor = index % 2 ? "odd-row-color" : "even-row-color"; + renderItem(item, table, rowColor); + }); + return table; + } + function renderItem(item, table, rowColor) { + var label = getHighlightedText(item.input, item.boundaries, item.prefix.length, item.input.length); + var link = $("") + .attr("href", getURL(item.indexItem, item.category)) + .attr("tabindex", "0") + .addClass("search-result-link") + .html(label); + var container = getHighlightedText(item.input, item.boundaries, 0, item.prefix.length - 1); + if (item.category === "searchTags") { + container = item.indexItem.h || ""; + } + if (item.category !== "modules") { + $("
            ").html(container).addClass("col-plain").addClass(rowColor).appendTo(table); + } + $("
            ").html(link).addClass("col-last").addClass(rowColor).appendTo(table); + } + var timeout; + function schedulePageSearch() { + if (timeout) { + clearTimeout(timeout); + } + timeout = setTimeout(function () { + doPageSearch() + }, 100); + } + function doPageSearch() { + setSearchUrl(); + var term = searchTerm = input.val().trim(); + if (term === "") { + notify.html(messages.enterTerm); + activeTab = ""; + fixedTab = false; + resultContainer.empty(); + resultSection.hide(); + } else { + notify.html(messages.searching); + doSearch({ term: term, maxResults: 1200 }, renderResults); + } + } + function setSearchUrl() { + var query = input.val().trim(); + var url = document.location.pathname; + if (query) { + url += "?q=" + encodeURI(query); + if (activeTab && fixedTab) { + url += "&c=" + activeTab; + } + } + history.replaceState({query: query}, "", url); + } + input.on("input", function(e) { + feelingLucky = false; + schedulePageSearch(); + }); + $(document).keydown(function(e) { + if ((e.ctrlKey || e.metaKey) && (e.key === "ArrowLeft" || e.key === "ArrowRight")) { + if (activeTab && visibleTabs.length > 1) { + var idx = visibleTabs.indexOf(activeTab); + idx += e.key === "ArrowLeft" ? visibleTabs.length - 1 : 1; + selectTab(visibleTabs[idx % visibleTabs.length]); + return false; + } + } + }); + reset.click(function() { + notify.html(messages.enterTerm); + resultSection.hide(); + activeTab = ""; + fixedTab = false; + resultContainer.empty(); + input.val('').focus(); + setSearchUrl(); + }); + input.prop("disabled", false); + reset.prop("disabled", false); + + var urlParams = new URLSearchParams(window.location.search); + if (urlParams.has("q")) { + input.val(urlParams.get("q")) + } + if (urlParams.has("c")) { + activeTab = urlParams.get("c"); + fixedTab = true; + } + if (urlParams.get("r")) { + feelingLucky = true; + } + if (input.val()) { + doPageSearch(); + } else { + notify.html(messages.enterTerm); + } + input.select().focus(); +}); diff --git a/docs/java/apidocs/search.html b/docs/java/apidocs/search.html new file mode 100644 index 00000000..1089606e --- /dev/null +++ b/docs/java/apidocs/search.html @@ -0,0 +1,77 @@ + + + + +Search (voyager 2.0.9 API) + + + + + + + + + + + + + + +
            + +
            +
            +

            Search

            +
            + + +
            +Additional resources +
            +
            +
            +

            The help page provides an introduction to the scope and syntax of JavaDoc search.

            +

            You can use the <ctrl> or <cmd> keys in combination with the left and right arrow keys to switch between result tabs in this page.

            +

            The URL template below may be used to configure this page as a search engine in browsers that support this feature. It has been tested to work in Google Chrome and Mozilla Firefox. Note that other browsers may not support this feature or require a different URL format.

            +link +

            + +

            +
            +

            Loading search index...

            + +
            +
            +
            +

            Copyright © 2024. All rights reserved.

            +
            +
            +
            + + diff --git a/docs/java/apidocs/search.js b/docs/java/apidocs/search.js new file mode 100644 index 00000000..7673397e --- /dev/null +++ b/docs/java/apidocs/search.js @@ -0,0 +1,458 @@ +/* + * Copyright (c) 2015, 2023, Oracle and/or its affiliates. All rights reserved. + * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER. + * + * This code is free software; you can redistribute it and/or modify it + * under the terms of the GNU General Public License version 2 only, as + * published by the Free Software Foundation. Oracle designates this + * particular file as subject to the "Classpath" exception as provided + * by Oracle in the LICENSE file that accompanied this code. + * + * This code is distributed in the hope that it will be useful, but WITHOUT + * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or + * FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License + * version 2 for more details (a copy is included in the LICENSE file that + * accompanied this code). + * + * You should have received a copy of the GNU General Public License version + * 2 along with this work; if not, write to the Free Software Foundation, + * Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA. + * + * Please contact Oracle, 500 Oracle Parkway, Redwood Shores, CA 94065 USA + * or visit www.oracle.com if you need additional information or have any + * questions. + */ +"use strict"; +const messages = { + enterTerm: "Enter a search term", + noResult: "No results found", + oneResult: "Found one result", + manyResults: "Found {0} results", + loading: "Loading search index...", + searching: "Searching...", + redirecting: "Redirecting to first result...", + linkIcon: "Link icon", + linkToSection: "Link to this section" +} +const categories = { + modules: "Modules", + packages: "Packages", + types: "Types", + members: "Members", + searchTags: "Search Tags" +}; +const highlight = "$&"; +const NO_MATCH = {}; +const MAX_RESULTS = 300; +function checkUnnamed(name, separator) { + return name === "" || !name ? "" : name + separator; +} +function escapeHtml(str) { + return str.replace(//g, ">"); +} +function getHighlightedText(str, boundaries, from, to) { + var start = from; + var text = ""; + for (var i = 0; i < boundaries.length; i += 2) { + var b0 = boundaries[i]; + var b1 = boundaries[i + 1]; + if (b0 >= to || b1 <= from) { + continue; + } + text += escapeHtml(str.slice(start, Math.max(start, b0))); + text += ""; + text += escapeHtml(str.slice(Math.max(start, b0), Math.min(to, b1))); + text += ""; + start = Math.min(to, b1); + } + text += escapeHtml(str.slice(start, to)); + return text; +} +function getURLPrefix(item, category) { + var urlPrefix = ""; + var slash = "/"; + if (category === "modules") { + return item.l + slash; + } else if (category === "packages" && item.m) { + return item.m + slash; + } else if (category === "types" || category === "members") { + if (item.m) { + urlPrefix = item.m + slash; + } else { + $.each(packageSearchIndex, function(index, it) { + if (it.m && item.p === it.l) { + urlPrefix = it.m + slash; + } + }); + } + } + return urlPrefix; +} +function getURL(item, category) { + if (item.url) { + return item.url; + } + var url = getURLPrefix(item, category); + if (category === "modules") { + url += "module-summary.html"; + } else if (category === "packages") { + if (item.u) { + url = item.u; + } else { + url += item.l.replace(/\./g, '/') + "/package-summary.html"; + } + } else if (category === "types") { + if (item.u) { + url = item.u; + } else { + url += checkUnnamed(item.p, "/").replace(/\./g, '/') + item.l + ".html"; + } + } else if (category === "members") { + url += checkUnnamed(item.p, "/").replace(/\./g, '/') + item.c + ".html" + "#"; + if (item.u) { + url += item.u; + } else { + url += item.l; + } + } else if (category === "searchTags") { + url += item.u; + } + item.url = url; + return url; +} +function createMatcher(term, camelCase) { + if (camelCase && !isUpperCase(term)) { + return null; // no need for camel-case matcher for lower case query + } + var pattern = ""; + var upperCase = []; + term.trim().split(/\s+/).forEach(function(w, index, array) { + var tokens = w.split(/(?=[A-Z,.()<>?[\/])/); + for (var i = 0; i < tokens.length; i++) { + var s = tokens[i]; + // ',' and '?' are the only delimiters commonly followed by space in java signatures + pattern += "(" + $.ui.autocomplete.escapeRegex(s).replace(/[,?]/g, "$&\\s*?") + ")"; + upperCase.push(false); + var isWordToken = /\w$/.test(s); + if (isWordToken) { + if (i === tokens.length - 1 && index < array.length - 1) { + // space in query string matches all delimiters + pattern += "(.*?)"; + upperCase.push(isUpperCase(s[0])); + } else { + if (!camelCase && isUpperCase(s) && s.length === 1) { + pattern += "()"; + } else { + pattern += "([a-z0-9$<>?[\\]]*?)"; + } + upperCase.push(isUpperCase(s[0])); + } + } else { + pattern += "()"; + upperCase.push(false); + } + } + }); + var re = new RegExp(pattern, "gi"); + re.upperCase = upperCase; + return re; +} +function findMatch(matcher, input, startOfName, endOfName) { + var from = startOfName; + matcher.lastIndex = from; + var match = matcher.exec(input); + // Expand search area until we get a valid result or reach the beginning of the string + while (!match || match.index + match[0].length < startOfName || endOfName < match.index) { + if (from === 0) { + return NO_MATCH; + } + from = input.lastIndexOf(".", from - 2) + 1; + matcher.lastIndex = from; + match = matcher.exec(input); + } + var boundaries = []; + var matchEnd = match.index + match[0].length; + var score = 5; + var start = match.index; + var prevEnd = -1; + for (var i = 1; i < match.length; i += 2) { + var isUpper = isUpperCase(input[start]); + var isMatcherUpper = matcher.upperCase[i]; + // capturing groups come in pairs, match and non-match + boundaries.push(start, start + match[i].length); + // make sure groups are anchored on a left word boundary + var prevChar = input[start - 1] || ""; + var nextChar = input[start + 1] || ""; + if (start !== 0 && !/[\W_]/.test(prevChar) && !/[\W_]/.test(input[start])) { + if (isUpper && (isLowerCase(prevChar) || isLowerCase(nextChar))) { + score -= 0.1; + } else if (isMatcherUpper && start === prevEnd) { + score -= isUpper ? 0.1 : 1.0; + } else { + return NO_MATCH; + } + } + prevEnd = start + match[i].length; + start += match[i].length + match[i + 1].length; + + // lower score for parts of the name that are missing + if (match[i + 1] && prevEnd < endOfName) { + score -= rateNoise(match[i + 1]); + } + } + // lower score if a type name contains unmatched camel-case parts + if (input[matchEnd - 1] !== "." && endOfName > matchEnd) + score -= rateNoise(input.slice(matchEnd, endOfName)); + score -= rateNoise(input.slice(0, Math.max(startOfName, match.index))); + + if (score <= 0) { + return NO_MATCH; + } + return { + input: input, + score: score, + boundaries: boundaries + }; +} +function isUpperCase(s) { + return s !== s.toLowerCase(); +} +function isLowerCase(s) { + return s !== s.toUpperCase(); +} +function rateNoise(str) { + return (str.match(/([.(])/g) || []).length / 5 + + (str.match(/([A-Z]+)/g) || []).length / 10 + + str.length / 20; +} +function doSearch(request, response) { + var term = request.term.trim(); + var maxResults = request.maxResults || MAX_RESULTS; + if (term.length === 0) { + return this.close(); + } + var matcher = { + plainMatcher: createMatcher(term, false), + camelCaseMatcher: createMatcher(term, true) + } + var indexLoaded = indexFilesLoaded(); + + function getPrefix(item, category) { + switch (category) { + case "packages": + return checkUnnamed(item.m, "/"); + case "types": + return checkUnnamed(item.p, "."); + case "members": + return checkUnnamed(item.p, ".") + item.c + "."; + default: + return ""; + } + } + function useQualifiedName(category) { + switch (category) { + case "packages": + return /[\s/]/.test(term); + case "types": + case "members": + return /[\s.]/.test(term); + default: + return false; + } + } + function searchIndex(indexArray, category) { + var matches = []; + if (!indexArray) { + if (!indexLoaded) { + matches.push({ l: messages.loading, category: category }); + } + return matches; + } + $.each(indexArray, function (i, item) { + var prefix = getPrefix(item, category); + var simpleName = item.l; + var qualifiedName = prefix + simpleName; + var useQualified = useQualifiedName(category); + var input = useQualified ? qualifiedName : simpleName; + var startOfName = useQualified ? prefix.length : 0; + var endOfName = category === "members" && input.indexOf("(", startOfName) > -1 + ? input.indexOf("(", startOfName) : input.length; + var m = findMatch(matcher.plainMatcher, input, startOfName, endOfName); + if (m === NO_MATCH && matcher.camelCaseMatcher) { + m = findMatch(matcher.camelCaseMatcher, input, startOfName, endOfName); + } + if (m !== NO_MATCH) { + m.indexItem = item; + m.prefix = prefix; + m.category = category; + if (!useQualified) { + m.input = qualifiedName; + m.boundaries = m.boundaries.map(function(b) { + return b + prefix.length; + }); + } + matches.push(m); + } + return true; + }); + return matches.sort(function(e1, e2) { + return e2.score - e1.score; + }).slice(0, maxResults); + } + + var result = searchIndex(moduleSearchIndex, "modules") + .concat(searchIndex(packageSearchIndex, "packages")) + .concat(searchIndex(typeSearchIndex, "types")) + .concat(searchIndex(memberSearchIndex, "members")) + .concat(searchIndex(tagSearchIndex, "searchTags")); + + if (!indexLoaded) { + updateSearchResults = function() { + doSearch(request, response); + } + } else { + updateSearchResults = function() {}; + } + response(result); +} +// JQuery search menu implementation +$.widget("custom.catcomplete", $.ui.autocomplete, { + _create: function() { + this._super(); + this.widget().menu("option", "items", "> .result-item"); + // workaround for search result scrolling + this.menu._scrollIntoView = function _scrollIntoView( item ) { + var borderTop, paddingTop, offset, scroll, elementHeight, itemHeight; + if ( this._hasScroll() ) { + borderTop = parseFloat( $.css( this.activeMenu[ 0 ], "borderTopWidth" ) ) || 0; + paddingTop = parseFloat( $.css( this.activeMenu[ 0 ], "paddingTop" ) ) || 0; + offset = item.offset().top - this.activeMenu.offset().top - borderTop - paddingTop; + scroll = this.activeMenu.scrollTop(); + elementHeight = this.activeMenu.height() - 26; + itemHeight = item.outerHeight(); + + if ( offset < 0 ) { + this.activeMenu.scrollTop( scroll + offset ); + } else if ( offset + itemHeight > elementHeight ) { + this.activeMenu.scrollTop( scroll + offset - elementHeight + itemHeight ); + } + } + }; + }, + _renderMenu: function(ul, items) { + var currentCategory = ""; + var widget = this; + widget.menu.bindings = $(); + $.each(items, function(index, item) { + if (item.category && item.category !== currentCategory) { + ul.append("
          • " + categories[item.category] + "
            • "); + currentCategory = item.category; + } + var li = widget._renderItemData(ul, item); + if (item.category) { + li.attr("aria-label", categories[item.category] + " : " + item.l); + } else { + li.attr("aria-label", item.l); + } + li.attr("class", "result-item"); + }); + ul.append("
          • Go to search page
            • "); + }, + _renderItem: function(ul, item) { + var li = $("
          • ").appendTo(ul); + var div = $("
            ").appendTo(li); + var label = item.l + ? item.l + : getHighlightedText(item.input, item.boundaries, 0, item.input.length); + var idx = item.indexItem; + if (item.category === "searchTags" && idx && idx.h) { + if (idx.d) { + div.html(label + " (" + idx.h + ")
            " + + idx.d + "
            "); + } else { + div.html(label + " (" + idx.h + ")"); + } + } else { + div.html(label); + } + return li; + } +}); +$(function() { + var expanded = false; + var windowWidth; + function collapse() { + if (expanded) { + $("div#navbar-top").removeAttr("style"); + $("button#navbar-toggle-button") + .removeClass("expanded") + .attr("aria-expanded", "false"); + expanded = false; + } + } + $("button#navbar-toggle-button").click(function (e) { + if (expanded) { + collapse(); + } else { + var navbar = $("div#navbar-top"); + navbar.height(navbar.prop("scrollHeight")); + $("button#navbar-toggle-button") + .addClass("expanded") + .attr("aria-expanded", "true"); + expanded = true; + windowWidth = window.innerWidth; + } + }); + $("ul.sub-nav-list-small li a").click(collapse); + $("input#search-input").focus(collapse); + $("main").click(collapse); + $("section[id] > :header, :header[id], :header:has(a[id])").each(function(idx, el) { + // Create anchor links for headers with an associated id attribute + var hdr = $(el); + var id = hdr.attr("id") || hdr.parent("section").attr("id") || hdr.children("a").attr("id"); + if (id) { + hdr.append(" " + messages.linkIcon +""); + } + }); + $(window).on("orientationchange", collapse).on("resize", function(e) { + if (expanded && windowWidth !== window.innerWidth) collapse(); + }); + var search = $("#search-input"); + var reset = $("#reset-button"); + search.catcomplete({ + minLength: 1, + delay: 200, + source: doSearch, + response: function(event, ui) { + if (!ui.content.length) { + ui.content.push({ l: messages.noResult }); + } else { + $("#search-input").empty(); + } + }, + autoFocus: true, + focus: function(event, ui) { + return false; + }, + position: { + collision: "flip" + }, + select: function(event, ui) { + if (ui.item.indexItem) { + var url = getURL(ui.item.indexItem, ui.item.category); + window.location.href = pathtoroot + url; + $("#search-input").focus(); + } + } + }); + search.val(''); + search.prop("disabled", false); + reset.prop("disabled", false); + reset.click(function() { + search.val('').focus(); + }); + search.focus(); +}); diff --git a/docs/java/apidocs/serialized-form.html b/docs/java/apidocs/serialized-form.html new file mode 100644 index 00000000..65f19131 --- /dev/null +++ b/docs/java/apidocs/serialized-form.html @@ -0,0 +1,77 @@ + + + + +Serialized Form (voyager 2.0.9 API) + + + + + + + + + + + + + + +
            + +
            +
            +
            +

            Serialized Form

            +
            + +
            +
            +
            +

            Copyright © 2024. All rights reserved.

            +
            +
            +
            + + diff --git a/docs/java/apidocs/stylesheet.css b/docs/java/apidocs/stylesheet.css new file mode 100644 index 00000000..f71489f8 --- /dev/null +++ b/docs/java/apidocs/stylesheet.css @@ -0,0 +1,1272 @@ +/* + * Javadoc style sheet + */ + +@import url('resources/fonts/dejavu.css'); + +/* + * These CSS custom properties (variables) define the core color and font + * properties used in this stylesheet. + */ +:root { + /* body, block and code fonts */ + --body-font-family: 'DejaVu Sans', Arial, Helvetica, sans-serif; + --block-font-family: 'DejaVu Serif', Georgia, "Times New Roman", Times, serif; + --code-font-family: 'DejaVu Sans Mono', monospace; + /* Base font sizes for body and code elements */ + --body-font-size: 14px; + --code-font-size: 14px; + /* Text colors for body and block elements */ + --body-text-color: #353833; + --block-text-color: #474747; + /* Background colors for various structural elements */ + --body-background-color: #ffffff; + --section-background-color: #f8f8f8; + --detail-background-color: #ffffff; + /* Colors for navigation bar and table captions */ + --navbar-background-color: #4D7A97; + --navbar-text-color: #ffffff; + /* Background color for subnavigation and various headers */ + --subnav-background-color: #dee3e9; + /* Background and text colors for selected tabs and navigation items */ + --selected-background-color: #f8981d; + --selected-text-color: #253441; + --selected-link-color: #1f389c; + /* Background colors for generated tables */ + --even-row-color: #ffffff; + --odd-row-color: #eeeeef; + /* Text color for page title */ + --title-color: #2c4557; + /* Text colors for links */ + --link-color: #4A6782; + --link-color-active: #bb7a2a; + /* Snippet colors */ + --snippet-background-color: #ebecee; + --snippet-text-color: var(--block-text-color); + --snippet-highlight-color: #f7c590; + /* Border colors for structural elements and user defined tables */ + --border-color: #ededed; + --table-border-color: #000000; + /* Search input colors */ + --search-input-background-color: #ffffff; + --search-input-text-color: #000000; + --search-input-placeholder-color: #909090; + /* Highlight color for active search tag target */ + --search-tag-highlight-color: #ffff00; + /* Adjustments for icon and active background colors of copy-to-clipboard buttons */ + --copy-icon-brightness: 100%; + --copy-button-background-color-active: rgba(168, 168, 176, 0.3); + /* Colors for invalid tag notifications */ + --invalid-tag-background-color: #ffe6e6; + --invalid-tag-text-color: #000000; +} +/* + * Styles for individual HTML elements. + * + * These are styles that are specific to individual HTML elements. Changing them affects the style of a particular + * HTML element throughout the page. + */ +body { + background-color:var(--body-background-color); + color:var(--body-text-color); + font-family:var(--body-font-family); + font-size:var(--body-font-size); + margin:0; + padding:0; + height:100%; + width:100%; +} +iframe { + margin:0; + padding:0; + height:100%; + width:100%; + overflow-y:scroll; + border:none; +} +a:link, a:visited { + text-decoration:none; + color:var(--link-color); +} +a[href]:hover, a[href]:focus { + text-decoration:none; + color:var(--link-color-active); +} +pre { + font-family:var(--code-font-family); + font-size:1em; +} +h1 { + font-size:1.428em; +} +h2 { + font-size:1.285em; +} +h3 { + font-size:1.14em; +} +h4 { + font-size:1.072em; +} +h5 { + font-size:1.001em; +} +h6 { + font-size:0.93em; +} +/* Disable font boosting for selected elements */ +h1, h2, h3, h4, h5, h6, div.member-signature { + max-height: 1000em; +} +ul { + list-style-type:disc; +} +code, tt { + font-family:var(--code-font-family); +} +:not(h1, h2, h3, h4, h5, h6) > code, +:not(h1, h2, h3, h4, h5, h6) > tt { + font-size:var(--code-font-size); + padding-top:4px; + margin-top:8px; + line-height:1.4em; +} +dt code { + font-family:var(--code-font-family); + font-size:1em; + padding-top:4px; +} +.summary-table dt code { + font-family:var(--code-font-family); + font-size:1em; + vertical-align:top; + padding-top:4px; +} +sup { + font-size:8px; +} +button { + font-family: var(--body-font-family); + font-size: 1em; +} +/* + * Styles for HTML generated by javadoc. + * + * These are style classes that are used by the standard doclet to generate HTML documentation. + */ + +/* + * Styles for document title and copyright. + */ +.about-language { + float:right; + padding:0 21px 8px 8px; + font-size:0.915em; + margin-top:-9px; + height:2.9em; +} +.legal-copy { + margin-left:.5em; +} +/* + * Styles for navigation bar. + */ +@media screen { + div.flex-box { + position:fixed; + display:flex; + flex-direction:column; + height: 100%; + width: 100%; + } + header.flex-header { + flex: 0 0 auto; + } + div.flex-content { + flex: 1 1 auto; + overflow-y: auto; + } +} +.top-nav { + background-color:var(--navbar-background-color); + color:var(--navbar-text-color); + float:left; + width:100%; + clear:right; + min-height:2.8em; + padding:10px 0 0 0; + overflow:hidden; + font-size:0.857em; +} +button#navbar-toggle-button { + display:none; +} +ul.sub-nav-list-small { + display: none; +} +.sub-nav { + background-color:var(--subnav-background-color); + float:left; + width:100%; + overflow:hidden; + font-size:0.857em; +} +.sub-nav div { + clear:left; + float:left; + padding:6px; + text-transform:uppercase; +} +.sub-nav .sub-nav-list { + padding-top:4px; +} +ul.nav-list { + display:block; + margin:0 25px 0 0; + padding:0; +} +ul.sub-nav-list { + float:left; + margin:0 25px 0 0; + padding:0; +} +ul.nav-list li { + list-style:none; + float:left; + padding: 5px 6px; + text-transform:uppercase; +} +.sub-nav .nav-list-search { + float:right; + margin:0; + padding:6px; + clear:none; + text-align:right; + position:relative; +} +ul.sub-nav-list li { + list-style:none; + float:left; +} +.top-nav a:link, .top-nav a:active, .top-nav a:visited { + color:var(--navbar-text-color); + text-decoration:none; + text-transform:uppercase; +} +.top-nav a:hover { + color:var(--link-color-active); +} +.nav-bar-cell1-rev { + background-color:var(--selected-background-color); + color:var(--selected-text-color); + margin: auto 5px; +} +.skip-nav { + position:absolute; + top:auto; + left:-9999px; + overflow:hidden; +} +/* + * Hide navigation links and search box in print layout + */ +@media print { + ul.nav-list, div.sub-nav { + display:none; + } +} +/* + * Styles for page header. + */ +.title { + color:var(--title-color); + margin:10px 0; +} +.sub-title { + margin:5px 0 0 0; +} +ul.contents-list { + margin: 0 0 15px 0; + padding: 0; + list-style: none; +} +ul.contents-list li { + font-size:0.93em; +} +/* + * Styles for headings. + */ +body.class-declaration-page .summary h2, +body.class-declaration-page .details h2, +body.class-use-page h2, +body.module-declaration-page .block-list h2 { + font-style: italic; + padding:0; + margin:15px 0; +} +body.class-declaration-page .summary h3, +body.class-declaration-page .details h3, +body.class-declaration-page .summary .inherited-list h2 { + background-color:var(--subnav-background-color); + border:1px solid var(--border-color); + margin:0 0 6px -8px; + padding:7px 5px; +} +/* + * Styles for page layout containers. + */ +main { + clear:both; + padding:10px 20px; + position:relative; +} +dl.notes > dt { + font-family: var(--body-font-family); + font-size:0.856em; + font-weight:bold; + margin:10px 0 0 0; + color:var(--body-text-color); +} +dl.notes > dd { + margin:5px 10px 10px 0; + font-size:1em; + font-family:var(--block-font-family) +} +dl.name-value > dt { + margin-left:1px; + font-size:1.1em; + display:inline; + font-weight:bold; +} +dl.name-value > dd { + margin:0 0 0 1px; + font-size:1.1em; + display:inline; +} +/* + * Styles for lists. + */ +li.circle { + list-style:circle; +} +ul.horizontal li { + display:inline; + font-size:0.9em; +} +div.inheritance { + margin:0; + padding:0; +} +div.inheritance div.inheritance { + margin-left:2em; +} +ul.block-list, +ul.details-list, +ul.member-list, +ul.summary-list { + margin:10px 0 10px 0; + padding:0; +} +ul.block-list > li, +ul.details-list > li, +ul.member-list > li, +ul.summary-list > li { + list-style:none; + margin-bottom:15px; + line-height:1.4; +} +ul.ref-list { + padding:0; + margin:0; +} +ul.ref-list > li { + list-style:none; +} +.summary-table dl, .summary-table dl dt, .summary-table dl dd { + margin-top:0; + margin-bottom:1px; +} +ul.tag-list, ul.tag-list-long { + padding-left: 0; + list-style: none; +} +ul.tag-list li { + display: inline; +} +ul.tag-list li:not(:last-child):after, +ul.tag-list-long li:not(:last-child):after +{ + content: ", "; + white-space: pre-wrap; +} +ul.preview-feature-list { + list-style: none; + margin:0; + padding:0.1em; + line-height: 1.6em; +} +/* + * Styles for tables. + */ +.summary-table, .details-table { + width:100%; + border-spacing:0; + border:1px solid var(--border-color); + border-top:0; + padding:0; +} +.caption { + position:relative; + text-align:left; + background-repeat:no-repeat; + color:var(--selected-text-color); + clear:none; + overflow:hidden; + padding: 10px 0 0 1px; + margin:0; +} +.caption a:link, .caption a:visited { + color:var(--selected-link-color); +} +.caption a:hover, +.caption a:active { + color:var(--navbar-text-color); +} +.caption span { + font-weight:bold; + white-space:nowrap; + padding:5px 12px 7px 12px; + display:inline-block; + float:left; + background-color:var(--selected-background-color); + border: none; + height:16px; +} +div.table-tabs { + padding:10px 0 0 1px; + margin:10px 0 0 0; +} +div.table-tabs > button { + border: none; + cursor: pointer; + padding: 5px 12px 7px 12px; + font-weight: bold; + margin-right: 8px; +} +div.table-tabs > .active-table-tab { + background: var(--selected-background-color); + color: var(--selected-text-color); +} +div.table-tabs > button.table-tab { + background: var(--navbar-background-color); + color: var(--navbar-text-color); +} +.two-column-search-results { + display: grid; + grid-template-columns: minmax(400px, max-content) minmax(400px, auto); +} +div.checkboxes { + line-height: 2em; +} +div.checkboxes > span { + margin-left: 10px; +} +div.checkboxes > label { + margin-left: 8px; + white-space: nowrap; +} +div.checkboxes > label > input { + margin: 0 2px; +} +.two-column-summary { + display: grid; + grid-template-columns: minmax(25%, max-content) minmax(25%, auto); +} +.three-column-summary { + display: grid; + grid-template-columns: minmax(15%, max-content) minmax(20%, max-content) minmax(20%, auto); +} +.three-column-release-summary { + display: grid; + grid-template-columns: minmax(40%, max-content) minmax(10%, max-content) minmax(40%, auto); +} +.four-column-summary { + display: grid; + grid-template-columns: minmax(10%, max-content) minmax(15%, max-content) minmax(15%, max-content) minmax(15%, auto); +} +@media screen and (max-width: 1000px) { + .four-column-summary { + display: grid; + grid-template-columns: minmax(15%, max-content) minmax(15%, auto); + } +} +@media screen and (max-width: 800px) { + .two-column-search-results { + display: grid; + grid-template-columns: minmax(40%, max-content) minmax(40%, auto); + } + .three-column-summary { + display: grid; + grid-template-columns: minmax(10%, max-content) minmax(25%, auto); + } + .three-column-release-summary { + display: grid; + grid-template-columns: minmax(70%, max-content) minmax(30%, max-content) + } + .three-column-summary .col-last, + .three-column-release-summary .col-last{ + grid-column-end: span 2; + } +} +@media screen and (max-width: 600px) { + .two-column-summary { + display: grid; + grid-template-columns: 1fr; + } +} +.summary-table > div, .details-table > div { + text-align:left; + padding: 8px 3px 3px 7px; + overflow-x: auto; + scrollbar-width: thin; +} +.col-first, .col-second, .col-last, .col-constructor-name, .col-summary-item-name { + vertical-align:top; + padding-right:0; + padding-top:8px; + padding-bottom:3px; +} +.table-header { + background:var(--subnav-background-color); + font-weight: bold; +} +/* Sortable table columns */ +.table-header[onclick] { + cursor: pointer; +} +.table-header[onclick]::after { + content:""; + display:inline-block; + background-image:url('data:image/svg+xml; utf8, \ + \ + '); + background-size:100% 100%; + width:9px; + height:14px; + margin-left:4px; + margin-bottom:-3px; +} +.table-header[onclick].sort-asc::after { + background-image:url('data:image/svg+xml; utf8, \ + \ + \ + '); + +} +.table-header[onclick].sort-desc::after { + background-image:url('data:image/svg+xml; utf8, \ + \ + \ + '); +} +.col-first, .col-first { + font-size:0.93em; +} +.col-second, .col-second, .col-last, .col-constructor-name, .col-summary-item-name, .col-last { + font-size:0.93em; +} +.col-first, .col-second, .col-constructor-name { + vertical-align:top; + overflow: auto; +} +.col-last { + white-space:normal; +} +.col-first a:link, .col-first a:visited, +.col-second a:link, .col-second a:visited, +.col-first a:link, .col-first a:visited, +.col-second a:link, .col-second a:visited, +.col-constructor-name a:link, .col-constructor-name a:visited, +.col-summary-item-name a:link, .col-summary-item-name a:visited { + font-weight:bold; +} +.even-row-color, .even-row-color .table-header { + background-color:var(--even-row-color); +} +.odd-row-color, .odd-row-color .table-header { + background-color:var(--odd-row-color); +} +/* + * Styles for contents. + */ +div.block { + font-size:var(--body-font-size); + font-family:var(--block-font-family); +} +.col-last div { + padding-top:0; +} +.col-last a { + padding-bottom:3px; +} +.module-signature, +.package-signature, +.type-signature, +.member-signature { + font-family:var(--code-font-family); + font-size:1em; + margin:14px 0; + white-space: pre-wrap; +} +.module-signature, +.package-signature, +.type-signature { + margin-top: 0; +} +.member-signature .type-parameters-long, +.member-signature .parameters, +.member-signature .exceptions { + display: inline-block; + vertical-align: top; + white-space: pre; +} +.member-signature .type-parameters { + white-space: normal; +} +/* + * Styles for formatting effect. + */ +.source-line-no { + /* Color of line numbers in source pages can be set via custom property below */ + color:var(--source-linenumber-color, green); + padding:0 30px 0 0; +} +.block { + display:block; + margin:0 10px 5px 0; + color:var(--block-text-color); +} +.deprecated-label, .description-from-type-label, .implementation-label, .member-name-link, +.module-label-in-package, .module-label-in-type, .package-label-in-type, +.package-hierarchy-label, .type-name-label, .type-name-link, .search-tag-link, .preview-label { + font-weight:bold; +} +.deprecation-comment, .help-footnote, .preview-comment { + font-style:italic; +} +.deprecation-block { + font-size:1em; + font-family:var(--block-font-family); + border-style:solid; + border-width:thin; + border-radius:10px; + padding:10px; + margin-bottom:10px; + margin-right:10px; + display:inline-block; +} +.preview-block { + font-size:1em; + font-family:var(--block-font-family); + border-style:solid; + border-width:thin; + border-radius:10px; + padding:10px; + margin-bottom:10px; + margin-right:10px; + display:inline-block; +} +div.block div.deprecation-comment { + font-style:normal; +} +details.invalid-tag, span.invalid-tag { + font-size:1em; + font-family:var(--block-font-family); + color: var(--invalid-tag-text-color); + background: var(--invalid-tag-background-color); + border: thin solid var(--table-border-color); + border-radius:2px; + padding: 2px 4px; + display:inline-block; +} +details summary { + cursor: pointer; +} +/* + * Styles specific to HTML5 elements. + */ +main, nav, header, footer, section { + display:block; +} +/* + * Styles for javadoc search. + */ +.ui-state-active { + /* Overrides the color of selection used in jQuery UI */ + background: var(--selected-background-color); + border: 1px solid var(--selected-background-color); + color: var(--selected-text-color); +} +.ui-autocomplete-category { + font-weight:bold; + font-size:15px; + padding:7px 0 7px 3px; + background-color:var(--navbar-background-color); + color:var(--navbar-text-color); +} +.ui-autocomplete { + max-height:85%; + max-width:65%; + overflow-y:auto; + overflow-x:auto; + scrollbar-width: thin; + white-space:nowrap; + box-shadow: 0 3px 6px rgba(0,0,0,0.16), 0 3px 6px rgba(0,0,0,0.23); +} +ul.ui-autocomplete { + position:fixed; + z-index:1; + background-color: var(--body-background-color); +} +ul.ui-autocomplete li { + float:left; + clear:both; + min-width:100%; +} +ul.ui-autocomplete li.ui-static-link { + position:sticky; + bottom:0; + left:0; + background: var(--subnav-background-color); + padding: 5px 0; + font-family: var(--body-font-family); + font-size: 0.93em; + font-weight: bolder; + z-index: 2; +} +li.ui-static-link a, li.ui-static-link a:visited { + text-decoration:none; + color:var(--link-color); + float:right; + margin-right:20px; +} +.ui-autocomplete .result-item { + font-size: inherit; +} +.ui-autocomplete .result-highlight { + font-weight:bold; +} +#search-input, #page-search-input { + background-image:url('resources/glass.png'); + background-size:13px; + background-repeat:no-repeat; + background-position:2px 3px; + background-color: var(--search-input-background-color); + color: var(--search-input-text-color); + border-color: var(--border-color); + padding-left:20px; + width: 250px; + margin: 0; +} +#search-input { + margin-left: 4px; +} +#reset-button { + background-color: transparent; + background-image:url('resources/x.png'); + background-repeat:no-repeat; + background-size:contain; + border:0; + border-radius:0; + width:12px; + height:12px; + position:absolute; + right:12px; + top:10px; + font-size:0; +} +::placeholder { + color:var(--search-input-placeholder-color); + opacity: 1; +} +.search-tag-desc-result { + font-style:italic; + font-size:11px; +} +.search-tag-holder-result { + font-style:italic; + font-size:12px; +} +.search-tag-result:target { + background-color:var(--search-tag-highlight-color); +} +details.page-search-details { + display: inline-block; +} +div#result-container { + font-size: 1em; +} +div#result-container a.search-result-link { + padding: 0; + margin: 4px 0; + width: 100%; +} +#result-container .result-highlight { + font-weight:bolder; +} +.page-search-info { + background-color: var(--subnav-background-color); + border-radius: 3px; + border: 0 solid var(--border-color); + padding: 0 8px; + overflow: hidden; + height: 0; + transition: all 0.2s ease; +} +div.table-tabs > button.table-tab { + background: var(--navbar-background-color); + color: var(--navbar-text-color); +} +.page-search-header { + padding: 5px 12px 7px 12px; + font-weight: bold; + margin-right: 3px; + background-color:var(--navbar-background-color); + color:var(--navbar-text-color); + display: inline-block; +} +button.page-search-header { + border: none; + cursor: pointer; +} +span#page-search-link { + text-decoration: underline; +} +.module-graph span, .sealed-graph span { + display:none; + position:absolute; +} +.module-graph:hover span, .sealed-graph:hover span { + display:block; + margin: -100px 0 0 100px; + z-index: 1; +} +.inherited-list { + margin: 10px 0 10px 0; +} +section.class-description { + line-height: 1.4; +} +.summary section[class$="-summary"], .details section[class$="-details"], +.class-uses .detail, .serialized-class-details { + padding: 0 20px 5px 10px; + border: 1px solid var(--border-color); + background-color: var(--section-background-color); +} +.inherited-list, section[class$="-details"] .detail { + padding:0 0 5px 8px; + background-color:var(--detail-background-color); + border:none; +} +.vertical-separator { + padding: 0 5px; +} +ul.help-section-list { + margin: 0; +} +ul.help-subtoc > li { + display: inline-block; + padding-right: 5px; + font-size: smaller; +} +ul.help-subtoc > li::before { + content: "\2022" ; + padding-right:2px; +} +.help-note { + font-style: italic; +} +/* + * Indicator icon for external links. + */ +main a[href*="://"]::after { + content:""; + display:inline-block; + background-image:url('data:image/svg+xml; utf8, \ + \ + \ + '); + background-size:100% 100%; + width:7px; + height:7px; + margin-left:2px; + margin-bottom:4px; +} +main a[href*="://"]:hover::after, +main a[href*="://"]:focus::after { + background-image:url('data:image/svg+xml; utf8, \ + \ + \ + '); +} +/* + * Styles for header/section anchor links + */ +a.anchor-link { + opacity: 0; + transition: opacity 0.1s; +} +:hover > a.anchor-link { + opacity: 80%; +} +a.anchor-link:hover, +a.anchor-link:focus-visible, +a.anchor-link.visible { + opacity: 100%; +} +a.anchor-link > img { + width: 0.9em; + height: 0.9em; +} +/* + * Styles for copy-to-clipboard buttons + */ +button.copy { + opacity: 70%; + border: none; + border-radius: 3px; + position: relative; + background:none; + transition: opacity 0.3s; + cursor: pointer; +} +:hover > button.copy { + opacity: 80%; +} +button.copy:hover, +button.copy:active, +button.copy:focus-visible, +button.copy.visible { + opacity: 100%; +} +button.copy img { + position: relative; + background: none; + filter: brightness(var(--copy-icon-brightness)); +} +button.copy:active { + background-color: var(--copy-button-background-color-active); +} +button.copy span { + color: var(--body-text-color); + position: relative; + top: -0.1em; + transition: all 0.1s; + font-size: 0.76rem; + line-height: 1.2em; + opacity: 0; +} +button.copy:hover span, +button.copy:focus-visible span, +button.copy.visible span { + opacity: 100%; +} +/* search page copy button */ +button#page-search-copy { + margin-left: 0.4em; + padding:0.3em; + top:0.13em; +} +button#page-search-copy img { + width: 1.2em; + height: 1.2em; + padding: 0.01em 0; + top: 0.15em; +} +button#page-search-copy span { + color: var(--body-text-color); + line-height: 1.2em; + padding: 0.2em; + top: -0.18em; +} +div.page-search-info:hover button#page-search-copy span { + opacity: 100%; +} +/* snippet copy button */ +button.snippet-copy { + position: absolute; + top: 6px; + right: 6px; + height: 1.7em; + padding: 2px; +} +button.snippet-copy img { + width: 18px; + height: 18px; + padding: 0.05em 0; +} +button.snippet-copy span { + line-height: 1.2em; + padding: 0.2em; + position: relative; + top: -0.5em; +} +div.snippet-container:hover button.snippet-copy span { + opacity: 100%; +} +/* + * Styles for user-provided tables. + * + * borderless: + * No borders, vertical margins, styled caption. + * This style is provided for use with existing doc comments. + * In general, borderless tables should not be used for layout purposes. + * + * plain: + * Plain borders around table and cells, vertical margins, styled caption. + * Best for small tables or for complex tables for tables with cells that span + * rows and columns, when the "striped" style does not work well. + * + * striped: + * Borders around the table and vertical borders between cells, striped rows, + * vertical margins, styled caption. + * Best for tables that have a header row, and a body containing a series of simple rows. + */ + +table.borderless, +table.plain, +table.striped { + margin-top: 10px; + margin-bottom: 10px; +} +table.borderless > caption, +table.plain > caption, +table.striped > caption { + font-weight: bold; + font-size: smaller; +} +table.borderless th, table.borderless td, +table.plain th, table.plain td, +table.striped th, table.striped td { + padding: 2px 5px; +} +table.borderless, +table.borderless > thead > tr > th, table.borderless > tbody > tr > th, table.borderless > tr > th, +table.borderless > thead > tr > td, table.borderless > tbody > tr > td, table.borderless > tr > td { + border: none; +} +table.borderless > thead > tr, table.borderless > tbody > tr, table.borderless > tr { + background-color: transparent; +} +table.plain { + border-collapse: collapse; + border: 1px solid var(--table-border-color); +} +table.plain > thead > tr, table.plain > tbody tr, table.plain > tr { + background-color: transparent; +} +table.plain > thead > tr > th, table.plain > tbody > tr > th, table.plain > tr > th, +table.plain > thead > tr > td, table.plain > tbody > tr > td, table.plain > tr > td { + border: 1px solid var(--table-border-color); +} +table.striped { + border-collapse: collapse; + border: 1px solid var(--table-border-color); +} +table.striped > thead { + background-color: var(--subnav-background-color); +} +table.striped > thead > tr > th, table.striped > thead > tr > td { + border: 1px solid var(--table-border-color); +} +table.striped > tbody > tr:nth-child(even) { + background-color: var(--odd-row-color) +} +table.striped > tbody > tr:nth-child(odd) { + background-color: var(--even-row-color) +} +table.striped > tbody > tr > th, table.striped > tbody > tr > td { + border-left: 1px solid var(--table-border-color); + border-right: 1px solid var(--table-border-color); +} +table.striped > tbody > tr > th { + font-weight: normal; +} +/** + * Tweak style for small screens. + */ +@media screen and (max-width: 920px) { + header.flex-header { + max-height: 100vh; + overflow-y: auto; + } + div#navbar-top { + height: 2.8em; + transition: height 0.35s ease; + } + ul.nav-list { + display: block; + width: 40%; + float:left; + clear: left; + margin: 10px 0 0 0; + padding: 0; + } + ul.nav-list li { + float: none; + padding: 6px; + margin-left: 10px; + margin-top: 2px; + } + ul.sub-nav-list-small { + display:block; + height: 100%; + width: 50%; + float: right; + clear: right; + background-color: var(--subnav-background-color); + color: var(--body-text-color); + margin: 6px 0 0 0; + padding: 0; + } + ul.sub-nav-list-small ul { + padding-left: 20px; + } + ul.sub-nav-list-small a:link, ul.sub-nav-list-small a:visited { + color:var(--link-color); + } + ul.sub-nav-list-small a:hover { + color:var(--link-color-active); + } + ul.sub-nav-list-small li { + list-style:none; + float:none; + padding: 6px; + margin-top: 1px; + text-transform:uppercase; + } + ul.sub-nav-list-small > li { + margin-left: 10px; + } + ul.sub-nav-list-small li p { + margin: 5px 0; + } + div#navbar-sub-list { + display: none; + } + .top-nav a:link, .top-nav a:active, .top-nav a:visited { + display: block; + } + button#navbar-toggle-button { + width: 3.4em; + height: 2.8em; + background-color: transparent; + display: block; + float: left; + border: 0; + margin: 0 10px; + cursor: pointer; + font-size: 10px; + } + button#navbar-toggle-button .nav-bar-toggle-icon { + display: block; + width: 24px; + height: 3px; + margin: 1px 0 4px 0; + border-radius: 2px; + transition: all 0.1s; + background-color: var(--navbar-text-color); + } + button#navbar-toggle-button.expanded span.nav-bar-toggle-icon:nth-child(1) { + transform: rotate(45deg); + transform-origin: 10% 10%; + width: 26px; + } + button#navbar-toggle-button.expanded span.nav-bar-toggle-icon:nth-child(2) { + opacity: 0; + } + button#navbar-toggle-button.expanded span.nav-bar-toggle-icon:nth-child(3) { + transform: rotate(-45deg); + transform-origin: 10% 90%; + width: 26px; + } +} +@media screen and (max-width: 800px) { + .about-language { + padding-right: 16px; + } + ul.nav-list li { + margin-left: 5px; + } + ul.sub-nav-list-small > li { + margin-left: 5px; + } + main { + padding: 10px; + } + .summary section[class$="-summary"], .details section[class$="-details"], + .class-uses .detail, .serialized-class-details { + padding: 0 8px 5px 8px; + } + body { + -webkit-text-size-adjust: none; + } +} +@media screen and (max-width: 400px) { + .about-language { + font-size: 10px; + padding-right: 12px; + } +} +@media screen and (max-width: 400px) { + .nav-list-search { + width: 94%; + } + #search-input, #page-search-input { + width: 70%; + } +} +@media screen and (max-width: 320px) { + .nav-list-search > label { + display: none; + } + .nav-list-search { + width: 90%; + } + #search-input, #page-search-input { + width: 80%; + } +} + +pre.snippet { + background-color: var(--snippet-background-color); + color: var(--snippet-text-color); + padding: 10px; + margin: 12px 0; + overflow: auto; + white-space: pre; +} +div.snippet-container { + position: relative; +} +@media screen and (max-width: 800px) { + pre.snippet { + padding-top: 26px; + } + button.snippet-copy { + top: 4px; + right: 4px; + } +} +pre.snippet .italic { + font-style: italic; +} +pre.snippet .bold { + font-weight: bold; +} +pre.snippet .highlighted { + background-color: var(--snippet-highlight-color); + border-radius: 10%; +} diff --git a/docs/java/apidocs/tag-search-index.js b/docs/java/apidocs/tag-search-index.js new file mode 100644 index 00000000..f38b3cb3 --- /dev/null +++ b/docs/java/apidocs/tag-search-index.js @@ -0,0 +1 @@ +tagSearchIndex = [{"l":"Serialized Form","h":"","u":"serialized-form.html"}];updateSearchResults(); \ No newline at end of file diff --git a/docs/java/apidocs/type-search-index.js b/docs/java/apidocs/type-search-index.js new file mode 100644 index 00000000..6822b52e --- /dev/null +++ b/docs/java/apidocs/type-search-index.js @@ -0,0 +1 @@ +typeSearchIndex = [{"l":"All Classes and Interfaces","u":"allclasses-index.html"},{"p":"com.spotify.voyager.jni","l":"Index"},{"p":"com.spotify.voyager.jni.utils","l":"JniLibExtractor"},{"p":"com.spotify.voyager.jni","l":"Index.QueryResults"},{"p":"com.spotify.voyager.jni","l":"StringIndex.QueryResults"},{"p":"com.spotify.voyager.jni.exception","l":"RecallException"},{"p":"com.spotify.voyager.jni","l":"Index.SpaceType"},{"p":"com.spotify.voyager.jni","l":"Index.StorageDataType"},{"p":"com.spotify.voyager.jni","l":"StringIndex"},{"p":"com.spotify.voyager.jni.utils","l":"TinyJson"}];updateSearchResults(); \ No newline at end of file diff --git a/java/com_spotify_voyager_jni_Index.cpp b/java/com_spotify_voyager_jni_Index.cpp index a2fdbdc4..d03cba12 100644 --- a/java/com_spotify_voyager_jni_Index.cpp +++ b/java/com_spotify_voyager_jni_Index.cpp @@ -440,6 +440,13 @@ jobject Java_com_spotify_voyager_jni_Index_query___3FIJ(JNIEnv *env, std::get<1>(queryResults).data()); return env->NewObject(queryResultsClass, constructor, labels, distances); + } catch (RecallError const &e) { + if (!env->ExceptionCheck()) { + env->ThrowNew( + env->FindClass("com/spotify/voyager/jni/exception/RecallException"), + e.what()); + } + return nullptr; } catch (std::exception const &e) { if (!env->ExceptionCheck()) { env->ThrowNew(env->FindClass("java/lang/RuntimeException"), e.what()); @@ -502,6 +509,13 @@ jobjectArray Java_com_spotify_voyager_jni_Index_query___3_3FIIJ( } return javaQueryResults; + } catch (RecallError const &e) { + if (!env->ExceptionCheck()) { + env->ThrowNew( + env->FindClass("com/spotify/voyager/jni/exception/RecallException"), + e.what()); + } + return nullptr; } catch (std::exception const &e) { if (!env->ExceptionCheck()) { env->ThrowNew(env->FindClass("java/lang/RuntimeException"), e.what()); diff --git a/java/src/main/java/com/spotify/voyager/jni/Index.java b/java/src/main/java/com/spotify/voyager/jni/Index.java index f9f7ad9c..f634a092 100644 --- a/java/src/main/java/com/spotify/voyager/jni/Index.java +++ b/java/src/main/java/com/spotify/voyager/jni/Index.java @@ -20,6 +20,7 @@ package com.spotify.voyager.jni; +import com.spotify.voyager.jni.exception.RecallException; import com.spotify.voyager.jni.utils.JniLibExtractor; import java.io.ByteArrayOutputStream; import java.io.Closeable; @@ -513,7 +514,7 @@ public byte[] asBytes() { * @param k The number of nearest neighbors to return. * @return A {@link QueryResults} object, containing the neighbors found that are (approximately) * nearest to the query vector. - * @throws RuntimeException if fewer than {@code k} results can be found in the index. + * @throws RecallException if fewer than {@code k} results can be found in the index. */ public QueryResults query(float[] queryVector, int k) { return query(queryVector, k, -1); @@ -531,7 +532,7 @@ public QueryResults query(float[] queryVector, int k) { * @return An array of {@link QueryResults} objects, each containing the neighbors found that are * (approximately) nearest to the corresponding query vector. The returned list of {@link * QueryResults} will contain the same number of elements as {@code queryVectors}. - * @throws RuntimeException if fewer than {@code k} results can be found in the index for one or + * @throws RecallException if fewer than {@code k} results can be found in the index for one or * more queries. */ public QueryResults[] query(float[][] queryVectors, int k, int numThreads) { @@ -547,7 +548,7 @@ public QueryResults[] query(float[][] queryVectors, int k, int numThreads) { * the expense of query time. * @return A {@link QueryResults} object, containing the neighbors found that are (approximately) * nearest to the query vector. - * @throws RuntimeException if fewer than {@code k} results can be found in the index. + * @throws RecallException if fewer than {@code k} results can be found in the index. */ public native QueryResults query(float[] queryVector, int k, long queryEf); @@ -565,7 +566,7 @@ public QueryResults[] query(float[][] queryVectors, int k, int numThreads) { * @return An array of {@link QueryResults} objects, each containing the neighbors found that are * (approximately) nearest to the corresponding query vector. The returned list of {@link * QueryResults} will contain the same number of elements as {@code queryVectors}. - * @throws RuntimeException if fewer than {@code k} results can be found in the index for one or + * @throws RecallException if fewer than {@code k} results can be found in the index for one or * more queries. */ public native QueryResults[] query(float[][] queryVectors, int k, int numThreads, long queryEf); diff --git a/java/src/main/java/com/spotify/voyager/jni/exception/RecallException.java b/java/src/main/java/com/spotify/voyager/jni/exception/RecallException.java new file mode 100644 index 00000000..666be067 --- /dev/null +++ b/java/src/main/java/com/spotify/voyager/jni/exception/RecallException.java @@ -0,0 +1,43 @@ +/*- + * -\-\- + * voyager + * -- + * Copyright (C) 2016 - 2023 Spotify AB + * -- + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * -/-/- + */ + +package com.spotify.voyager.jni.exception; + +/** An exception indicating that the desired recall of a query cannot be achieved */ +public class RecallException extends RuntimeException { + /** + * Constructs a new RecallException with the specified detail message. + * + * @param message the detail message + */ + public RecallException(String message) { + super(message); + } + + /** + * Constructs a new RecallException with the specified detail message and cause. + * + * @param message the detail message + * @param cause the cause of the exception + */ + public RecallException(String message, Throwable cause) { + super(message, cause); + } +} diff --git a/python/bindings.cpp b/python/bindings.cpp index 1a6dc299..bd5158d4 100644 --- a/python/bindings.cpp +++ b/python/bindings.cpp @@ -209,6 +209,8 @@ inline void register_index_class(py::module &m, std::string className, }; PYBIND11_MODULE(voyager, m) { + py::register_exception(m, "RecallError"); + init_LabelSetView(m); py::enum_( From 94550209f5ab4848c06c35400c52aa9750bf3e40 Mon Sep 17 00:00:00 2001 From: Peter Sobot Date: Thu, 3 Oct 2024 13:29:34 -0400 Subject: [PATCH 41/52] Bump to v2.0.10. --- docs/python/_static/basic.css | 2 +- docs/python/_static/copybutton.js | 4 +- docs/python/_static/doctools.js | 2 +- docs/python/_static/documentation_options.js | 2 +- docs/python/_static/language_data.js | 4 +- docs/python/_static/pygments.css | 12 +- docs/python/_static/scripts/furo.js | 2 +- docs/python/_static/scripts/furo.js.map | 2 +- docs/python/_static/searchtools.js | 170 ++++++++++------ .../python/_static/styles/furo-extensions.css | 2 +- .../_static/styles/furo-extensions.css.map | 2 +- docs/python/_static/styles/furo.css | 2 +- docs/python/_static/styles/furo.css.map | 2 +- docs/python/genindex.html | 93 ++++++--- docs/python/index.html | 109 +++++++--- docs/python/reference.html | 189 ++++++++++++------ docs/python/search.html | 98 ++++++--- docs/python/searchindex.js | 2 +- python/voyager/__init__.pyi | 12 +- python/voyager/version.py | 2 +- 20 files changed, 486 insertions(+), 227 deletions(-) diff --git a/docs/python/_static/basic.css b/docs/python/_static/basic.css index 30fee9d0..f316efcb 100644 --- a/docs/python/_static/basic.css +++ b/docs/python/_static/basic.css @@ -4,7 +4,7 @@ * * Sphinx stylesheet -- basic theme. * - * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ diff --git a/docs/python/_static/copybutton.js b/docs/python/_static/copybutton.js index 2ea7ff3e..02c5c82d 100644 --- a/docs/python/_static/copybutton.js +++ b/docs/python/_static/copybutton.js @@ -20,7 +20,7 @@ const messages = { }, 'fr' : { 'copy': 'Copier', - 'copy_to_clipboard': 'Copier dans le presse-papier', + 'copy_to_clipboard': 'Copié dans le presse-papier', 'copy_success': 'Copié !', 'copy_failure': 'Échec de la copie', }, @@ -224,7 +224,7 @@ var copyTargetText = (trigger) => { var target = document.querySelector(trigger.attributes['data-clipboard-target'].value); // get filtered text - let exclude = '.linenos'; + let exclude = '.linenos, .gp'; let text = filterText(target, exclude); return formatCopyText(text, '', false, true, true, true, '', '') diff --git a/docs/python/_static/doctools.js b/docs/python/_static/doctools.js index d06a71d7..4d67807d 100644 --- a/docs/python/_static/doctools.js +++ b/docs/python/_static/doctools.js @@ -4,7 +4,7 @@ * * Base JavaScript utilities for all Sphinx HTML documentation. * - * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ diff --git a/docs/python/_static/documentation_options.js b/docs/python/_static/documentation_options.js index fc2fe926..713e5d78 100644 --- a/docs/python/_static/documentation_options.js +++ b/docs/python/_static/documentation_options.js @@ -1,5 +1,5 @@ const DOCUMENTATION_OPTIONS = { - VERSION: '2.0.9', + VERSION: '2.0.10', LANGUAGE: 'en', COLLAPSE_INDEX: false, BUILDER: 'html', diff --git a/docs/python/_static/language_data.js b/docs/python/_static/language_data.js index 250f5665..367b8ed8 100644 --- a/docs/python/_static/language_data.js +++ b/docs/python/_static/language_data.js @@ -5,7 +5,7 @@ * This script contains the language-specific data used by searchtools.js, * namely the list of stopwords, stemmer, scorer and splitter. * - * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ @@ -13,7 +13,7 @@ var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"]; -/* Non-minified version is copied as a separate JS file, is available */ +/* Non-minified version is copied as a separate JS file, if available */ /** * Porter Stemmer diff --git a/docs/python/_static/pygments.css b/docs/python/_static/pygments.css index c2e07c71..02b4b128 100644 --- a/docs/python/_static/pygments.css +++ b/docs/python/_static/pygments.css @@ -106,17 +106,17 @@ body[data-theme="dark"] .highlight .cp { color: #ff3a3a; font-weight: bold } /* body[data-theme="dark"] .highlight .cpf { color: #ababab; font-style: italic } /* Comment.PreprocFile */ body[data-theme="dark"] .highlight .c1 { color: #ababab; font-style: italic } /* Comment.Single */ body[data-theme="dark"] .highlight .cs { color: #e50808; font-weight: bold; background-color: #520000 } /* Comment.Special */ -body[data-theme="dark"] .highlight .gd { color: #d22323 } /* Generic.Deleted */ +body[data-theme="dark"] .highlight .gd { color: #ff3a3a } /* Generic.Deleted */ body[data-theme="dark"] .highlight .ge { color: #d0d0d0; font-style: italic } /* Generic.Emph */ body[data-theme="dark"] .highlight .ges { color: #d0d0d0; font-weight: bold; font-style: italic } /* Generic.EmphStrong */ -body[data-theme="dark"] .highlight .gr { color: #d22323 } /* Generic.Error */ +body[data-theme="dark"] .highlight .gr { color: #ff3a3a } /* Generic.Error */ body[data-theme="dark"] .highlight .gh { color: #ffffff; font-weight: bold } /* Generic.Heading */ body[data-theme="dark"] .highlight .gi { color: #589819 } /* Generic.Inserted */ body[data-theme="dark"] .highlight .go { color: #cccccc } /* Generic.Output */ body[data-theme="dark"] .highlight .gp { color: #aaaaaa } /* Generic.Prompt */ body[data-theme="dark"] .highlight .gs { color: #d0d0d0; font-weight: bold } /* Generic.Strong */ body[data-theme="dark"] .highlight .gu { color: #ffffff; text-decoration: underline } /* Generic.Subheading */ -body[data-theme="dark"] .highlight .gt { color: #d22323 } /* Generic.Traceback */ +body[data-theme="dark"] .highlight .gt { color: #ff3a3a } /* Generic.Traceback */ body[data-theme="dark"] .highlight .kc { color: #6ebf26; font-weight: bold } /* Keyword.Constant */ body[data-theme="dark"] .highlight .kd { color: #6ebf26; font-weight: bold } /* Keyword.Declaration */ body[data-theme="dark"] .highlight .kn { color: #6ebf26; font-weight: bold } /* Keyword.Namespace */ @@ -192,17 +192,17 @@ body:not([data-theme="light"]) .highlight .cp { color: #ff3a3a; font-weight: bol body:not([data-theme="light"]) .highlight .cpf { color: #ababab; font-style: italic } /* Comment.PreprocFile */ body:not([data-theme="light"]) .highlight .c1 { color: #ababab; font-style: italic } /* Comment.Single */ body:not([data-theme="light"]) .highlight .cs { color: #e50808; font-weight: bold; background-color: #520000 } /* Comment.Special */ -body:not([data-theme="light"]) .highlight .gd { color: #d22323 } /* Generic.Deleted */ +body:not([data-theme="light"]) .highlight .gd { color: #ff3a3a } /* Generic.Deleted */ body:not([data-theme="light"]) .highlight .ge { color: #d0d0d0; font-style: italic } /* Generic.Emph */ body:not([data-theme="light"]) .highlight .ges { color: #d0d0d0; font-weight: bold; font-style: italic } /* Generic.EmphStrong */ -body:not([data-theme="light"]) .highlight .gr { color: #d22323 } /* Generic.Error */ +body:not([data-theme="light"]) .highlight .gr { color: #ff3a3a } /* Generic.Error */ body:not([data-theme="light"]) .highlight .gh { color: #ffffff; font-weight: bold } /* Generic.Heading */ body:not([data-theme="light"]) .highlight .gi { color: #589819 } /* Generic.Inserted */ body:not([data-theme="light"]) .highlight .go { color: #cccccc } /* Generic.Output */ body:not([data-theme="light"]) .highlight .gp { color: #aaaaaa } /* Generic.Prompt */ body:not([data-theme="light"]) .highlight .gs { color: #d0d0d0; font-weight: bold } /* Generic.Strong */ body:not([data-theme="light"]) .highlight .gu { color: #ffffff; text-decoration: underline } /* Generic.Subheading */ -body:not([data-theme="light"]) .highlight .gt { color: #d22323 } /* Generic.Traceback */ +body:not([data-theme="light"]) .highlight .gt { color: #ff3a3a } /* Generic.Traceback */ body:not([data-theme="light"]) .highlight .kc { color: #6ebf26; 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false,\n nestedClass: \"active\",\n\n // Offset & reflow\n offset: 0,\n reflow: false,\n\n // Event support\n events: true,\n };\n\n //\n // Methods\n //\n\n /**\n * Merge two or more objects together.\n * @param {Object} objects The objects to merge together\n * @returns {Object} Merged values of defaults and options\n */\n var extend = function () {\n var merged = {};\n Array.prototype.forEach.call(arguments, function (obj) {\n for (var key in obj) {\n if (!obj.hasOwnProperty(key)) return;\n merged[key] = obj[key];\n }\n });\n return merged;\n };\n\n /**\n * Emit a custom event\n * @param {String} type The event type\n * @param {Node} elem The element to attach the event to\n * @param {Object} detail Any details to pass along with the event\n */\n var emitEvent = function (type, elem, detail) {\n // Make sure events are enabled\n if (!detail.settings.events) return;\n\n // Create a new event\n var event = new CustomEvent(type, {\n bubbles: true,\n cancelable: true,\n detail: detail,\n });\n\n // Dispatch the event\n elem.dispatchEvent(event);\n };\n\n /**\n * Get an element's distance from the top of the Document.\n * @param {Node} elem The element\n * @return {Number} Distance from the top in pixels\n */\n var getOffsetTop = function (elem) {\n var location = 0;\n if (elem.offsetParent) {\n while (elem) {\n location += elem.offsetTop;\n elem = elem.offsetParent;\n }\n }\n return location >= 0 ? location : 0;\n };\n\n /**\n * Sort content from first to last in the DOM\n * @param {Array} contents The content areas\n */\n var sortContents = function (contents) {\n if (contents) {\n contents.sort(function (item1, item2) {\n var offset1 = getOffsetTop(item1.content);\n var offset2 = getOffsetTop(item2.content);\n if (offset1 < offset2) return -1;\n return 1;\n });\n }\n };\n\n /**\n * Get the offset to use for calculating position\n * @param {Object} settings The settings for this instantiation\n * @return {Float} The number of pixels to offset the 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emitEvent(\"gumshoeActivate\", li, {\n link: items.nav,\n content: items.content,\n settings: settings,\n });\n };\n\n /**\n * Create the Constructor object\n * @param {String} selector The selector to use for navigation items\n * @param {Object} options User options and settings\n */\n var Constructor = function (selector, options) {\n //\n // Variables\n //\n\n var publicAPIs = {};\n var navItems, contents, current, timeout, settings;\n\n //\n // Methods\n //\n\n /**\n * Set variables from DOM elements\n */\n publicAPIs.setup = function () {\n // Get all nav items\n navItems = document.querySelectorAll(selector);\n\n // Create contents array\n contents = [];\n\n // Loop through each item, get it's matching content, and push to the array\n Array.prototype.forEach.call(navItems, function (item) {\n // Get the content for the nav item\n var content = document.getElementById(\n decodeURIComponent(item.hash.substr(1)),\n );\n if (!content) return;\n\n // Push to the contents array\n 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detail,\n });\n\n // Dispatch the event\n elem.dispatchEvent(event);\n };\n\n /**\n * Get an element's distance from the top of the Document.\n * @param {Node} elem The element\n * @return {Number} Distance from the top in pixels\n */\n var getOffsetTop = function (elem) {\n var location = 0;\n if (elem.offsetParent) {\n while (elem) {\n location += elem.offsetTop;\n elem = elem.offsetParent;\n }\n }\n return location >= 0 ? location : 0;\n };\n\n /**\n * Sort content from first to last in the DOM\n * @param {Array} contents The content areas\n */\n var sortContents = function (contents) {\n if (contents) {\n contents.sort(function (item1, item2) {\n var offset1 = getOffsetTop(item1.content);\n var offset2 = getOffsetTop(item2.content);\n if (offset1 < offset2) return -1;\n return 1;\n });\n }\n };\n\n /**\n * Get the offset to use for calculating position\n * @param {Object} settings The settings for this instantiation\n * @return {Float} The number of pixels to offset the calculations\n */\n var getOffset = function (settings) {\n // if the offset is a function run it\n if (typeof settings.offset === \"function\") {\n return parseFloat(settings.offset());\n }\n\n // Otherwise, return it as-is\n return parseFloat(settings.offset);\n };\n\n /**\n * Get the document element's height\n * @private\n * @returns {Number}\n */\n var getDocumentHeight = function () {\n return Math.max(\n document.body.scrollHeight,\n document.documentElement.scrollHeight,\n document.body.offsetHeight,\n document.documentElement.offsetHeight,\n document.body.clientHeight,\n document.documentElement.clientHeight,\n );\n };\n\n /**\n * Determine if an element is in view\n * @param {Node} elem The element\n * @param {Object} settings The settings for this instantiation\n * @param {Boolean} bottom If true, check if element is above bottom of viewport instead\n * @return {Boolean} Returns true if element is in the viewport\n */\n var isInView = function (elem, settings, bottom) {\n var bounds = elem.getBoundingClientRect();\n var offset = getOffset(settings);\n if (bottom) {\n return (\n parseInt(bounds.bottom, 10) <\n (window.innerHeight || document.documentElement.clientHeight)\n );\n }\n return parseInt(bounds.top, 10) <= offset;\n };\n\n /**\n * Check if at the bottom of the viewport\n * @return {Boolean} If true, page is at the bottom of the viewport\n */\n var isAtBottom = function () {\n if (\n Math.ceil(window.innerHeight + window.pageYOffset) >=\n getDocumentHeight()\n )\n return true;\n return false;\n };\n\n /**\n * Check if the last item should be used (even if not at the top of the page)\n * @param {Object} item The last item\n * @param {Object} settings The settings for this instantiation\n * @return {Boolean} If true, use the last item\n */\n var useLastItem = function (item, settings) {\n if (isAtBottom() && isInView(item.content, settings, true)) return true;\n return false;\n };\n\n /**\n * Get the active content\n * @param {Array} contents The content areas\n * @param {Object} settings The settings for this instantiation\n * @return {Object} The content area and matching navigation link\n */\n var getActive = function (contents, settings) {\n var last = contents[contents.length - 1];\n if (useLastItem(last, settings)) return last;\n for (var i = contents.length - 1; i >= 0; i--) {\n if (isInView(contents[i].content, settings)) return contents[i];\n }\n };\n\n /**\n * Deactivate parent navs in a nested navigation\n * @param {Node} nav The starting navigation element\n * @param {Object} settings The settings for this instantiation\n */\n var deactivateNested = function (nav, settings) {\n // If nesting isn't activated, bail\n if (!settings.nested || !nav.parentNode) return;\n\n // Get the parent navigation\n var li = nav.parentNode.closest(\"li\");\n if (!li) return;\n\n // Remove the active class\n li.classList.remove(settings.nestedClass);\n\n // Apply recursively to any parent navigation elements\n deactivateNested(li, settings);\n };\n\n /**\n * Deactivate a nav and content area\n * @param {Object} items The nav item and content to deactivate\n * @param {Object} settings The settings for this instantiation\n */\n var deactivate = function (items, settings) {\n // Make sure there are items to deactivate\n if (!items) return;\n\n // Get the parent list item\n var li = items.nav.closest(\"li\");\n if (!li) return;\n\n // Remove the active class from the nav and content\n li.classList.remove(settings.navClass);\n items.content.classList.remove(settings.contentClass);\n\n // Deactivate any parent navs in a nested navigation\n deactivateNested(li, settings);\n\n // Emit a custom event\n emitEvent(\"gumshoeDeactivate\", li, {\n link: items.nav,\n content: items.content,\n settings: settings,\n });\n };\n\n /**\n * Activate parent navs in a nested navigation\n * @param {Node} nav The starting navigation element\n * @param {Object} settings The settings for this instantiation\n */\n var activateNested = function (nav, settings) {\n // If nesting isn't activated, bail\n if (!settings.nested) return;\n\n // Get the parent navigation\n var li = nav.parentNode.closest(\"li\");\n if (!li) return;\n\n // Add the active class\n li.classList.add(settings.nestedClass);\n\n // Apply recursively to any parent navigation elements\n activateNested(li, settings);\n };\n\n /**\n * Activate a nav and content area\n * @param {Object} items The nav item and content to activate\n * @param {Object} settings The settings for this instantiation\n */\n var activate = function (items, settings) {\n // Make sure there are items to activate\n if (!items) return;\n\n // Get the parent list item\n var li = items.nav.closest(\"li\");\n if (!li) return;\n\n // Add the active class to the nav and content\n li.classList.add(settings.navClass);\n items.content.classList.add(settings.contentClass);\n\n // Activate any parent navs in a nested navigation\n activateNested(li, settings);\n\n // Emit a custom event\n emitEvent(\"gumshoeActivate\", li, {\n link: items.nav,\n content: items.content,\n settings: settings,\n });\n };\n\n /**\n * Create the Constructor object\n * @param {String} selector The selector to use for navigation items\n * @param {Object} options User options and settings\n */\n var Constructor = function (selector, options) {\n //\n // Variables\n //\n\n var publicAPIs = {};\n var navItems, contents, current, timeout, settings;\n\n //\n // Methods\n //\n\n /**\n * Set variables from DOM elements\n */\n publicAPIs.setup = function () {\n // Get all nav items\n navItems = document.querySelectorAll(selector);\n\n // Create contents array\n contents = [];\n\n // Loop through each item, get it's matching content, and push to the array\n Array.prototype.forEach.call(navItems, function (item) {\n // Get the content for the nav item\n var content = document.getElementById(\n decodeURIComponent(item.hash.substr(1)),\n );\n if (!content) return;\n\n // Push to the contents array\n contents.push({\n nav: item,\n content: content,\n });\n });\n\n // Sort contents by the order they appear in the DOM\n sortContents(contents);\n };\n\n /**\n * Detect which content is currently active\n */\n publicAPIs.detect = function () {\n // Get the active content\n var active = getActive(contents, settings);\n\n // if there's no active content, deactivate and bail\n if (!active) {\n if (current) {\n deactivate(current, settings);\n current = null;\n }\n return;\n }\n\n // If the active content is the one currently active, do nothing\n if (current && active.content === current.content) return;\n\n // Deactivate the current content and activate the new content\n deactivate(current, settings);\n activate(active, settings);\n\n // Update the currently active content\n current = active;\n };\n\n /**\n * Detect the active content on scroll\n * Debounced for performance\n */\n var scrollHandler = function (event) {\n // If there's a timer, cancel it\n if (timeout) {\n window.cancelAnimationFrame(timeout);\n }\n\n // Setup debounce callback\n timeout = window.requestAnimationFrame(publicAPIs.detect);\n };\n\n /**\n * Update content sorting on resize\n * Debounced for performance\n */\n var resizeHandler = function (event) {\n // If there's a timer, cancel it\n if (timeout) {\n window.cancelAnimationFrame(timeout);\n }\n\n // Setup debounce callback\n timeout = window.requestAnimationFrame(function () {\n sortContents(contents);\n publicAPIs.detect();\n });\n };\n\n /**\n * Destroy the current instantiation\n */\n publicAPIs.destroy = function () {\n // Undo DOM changes\n if (current) {\n deactivate(current, settings);\n }\n\n // Remove event listeners\n window.removeEventListener(\"scroll\", scrollHandler, false);\n if (settings.reflow) {\n window.removeEventListener(\"resize\", resizeHandler, false);\n }\n\n // Reset variables\n contents = null;\n navItems = null;\n current = null;\n timeout = null;\n settings = null;\n };\n\n /**\n * Initialize the current instantiation\n */\n var init = function () {\n // Merge user options into defaults\n settings = extend(defaults, options || {});\n\n // Setup variables based on the current DOM\n publicAPIs.setup();\n\n // Find the currently active content\n publicAPIs.detect();\n\n // Setup event listeners\n window.addEventListener(\"scroll\", scrollHandler, false);\n if (settings.reflow) {\n window.addEventListener(\"resize\", resizeHandler, false);\n }\n };\n\n //\n // Initialize and return the public APIs\n //\n\n init();\n return publicAPIs;\n };\n\n //\n // Return the Constructor\n //\n\n return Constructor;\n },\n);\n","// The module cache\nvar __webpack_module_cache__ = {};\n\n// The require function\nfunction __webpack_require__(moduleId) {\n\t// Check if module is in cache\n\tvar cachedModule = __webpack_module_cache__[moduleId];\n\tif (cachedModule !== undefined) {\n\t\treturn cachedModule.exports;\n\t}\n\t// Create a new module (and put it into the cache)\n\tvar module = __webpack_module_cache__[moduleId] = {\n\t\t// no module.id needed\n\t\t// no module.loaded needed\n\t\texports: {}\n\t};\n\n\t// Execute the module function\n\t__webpack_modules__[moduleId].call(module.exports, module, module.exports, __webpack_require__);\n\n\t// Return the exports of the module\n\treturn module.exports;\n}\n\n","// getDefaultExport function for compatibility with non-harmony modules\n__webpack_require__.n = (module) => {\n\tvar getter = module && module.__esModule ?\n\t\t() => (module['default']) :\n\t\t() => (module);\n\t__webpack_require__.d(getter, { a: getter });\n\treturn getter;\n};","// define getter functions for harmony exports\n__webpack_require__.d = (exports, definition) => {\n\tfor(var key in definition) {\n\t\tif(__webpack_require__.o(definition, key) && !__webpack_require__.o(exports, key)) {\n\t\t\tObject.defineProperty(exports, key, { enumerable: true, get: definition[key] });\n\t\t}\n\t}\n};","__webpack_require__.g = (function() {\n\tif (typeof globalThis === 'object') return globalThis;\n\ttry {\n\t\treturn this || new Function('return this')();\n\t} catch (e) {\n\t\tif (typeof window === 'object') return window;\n\t}\n})();","__webpack_require__.o = (obj, prop) => (Object.prototype.hasOwnProperty.call(obj, prop))","import Gumshoe from \"./gumshoe-patched.js\";\n\n////////////////////////////////////////////////////////////////////////////////\n// Scroll Handling\n////////////////////////////////////////////////////////////////////////////////\nvar tocScroll = null;\nvar header = null;\nvar lastScrollTop = document.documentElement.scrollTop;\nconst GO_TO_TOP_OFFSET = 64;\n\nfunction scrollHandlerForHeader(positionY) {\n const headerTop = Math.floor(header.getBoundingClientRect().top);\n\n console.log(`headerTop: ${headerTop}`);\n if (headerTop == 0 && positionY != headerTop) {\n header.classList.add(\"scrolled\");\n } else {\n header.classList.remove(\"scrolled\");\n }\n}\n\nfunction scrollHandlerForBackToTop(positionY) {\n if (positionY < GO_TO_TOP_OFFSET) {\n document.documentElement.classList.remove(\"show-back-to-top\");\n } else {\n if (positionY < lastScrollTop) {\n document.documentElement.classList.add(\"show-back-to-top\");\n } else if (positionY > lastScrollTop) {\n document.documentElement.classList.remove(\"show-back-to-top\");\n }\n }\n lastScrollTop = positionY;\n}\n\nfunction scrollHandlerForTOC(positionY) {\n if (tocScroll === null) {\n return;\n }\n\n // top of page.\n if (positionY == 0) {\n tocScroll.scrollTo(0, 0);\n } else if (\n // bottom of page.\n Math.ceil(positionY) >=\n Math.floor(document.documentElement.scrollHeight - window.innerHeight)\n ) {\n tocScroll.scrollTo(0, tocScroll.scrollHeight);\n } else {\n // somewhere in the middle.\n const current = document.querySelector(\".scroll-current\");\n if (current == null) {\n return;\n }\n\n // https://github.com/pypa/pip/issues/9159 This breaks scroll behaviours.\n // // scroll the currently \"active\" heading in toc, into view.\n // const rect = current.getBoundingClientRect();\n // if (0 > rect.top) {\n // current.scrollIntoView(true); // the argument is \"alignTop\"\n // } else if (rect.bottom > window.innerHeight) {\n // current.scrollIntoView(false);\n // }\n }\n}\n\nfunction scrollHandler(positionY) {\n scrollHandlerForHeader(positionY);\n scrollHandlerForBackToTop(positionY);\n scrollHandlerForTOC(positionY);\n}\n\n////////////////////////////////////////////////////////////////////////////////\n// Theme Toggle\n////////////////////////////////////////////////////////////////////////////////\nfunction setTheme(mode) {\n if (mode !== \"light\" && mode !== \"dark\" && mode !== \"auto\") {\n console.error(`Got invalid theme mode: ${mode}. Resetting to auto.`);\n mode = \"auto\";\n }\n\n document.body.dataset.theme = mode;\n localStorage.setItem(\"theme\", mode);\n console.log(`Changed to ${mode} mode.`);\n}\n\nfunction cycleThemeOnce() {\n const currentTheme = localStorage.getItem(\"theme\") || \"auto\";\n const prefersDark = window.matchMedia(\"(prefers-color-scheme: dark)\").matches;\n\n if (prefersDark) {\n // Auto (dark) -> Light -> Dark\n if (currentTheme === \"auto\") {\n setTheme(\"light\");\n } else if (currentTheme == \"light\") {\n setTheme(\"dark\");\n } else {\n setTheme(\"auto\");\n }\n } else {\n // Auto (light) -> Dark -> Light\n if (currentTheme === \"auto\") {\n setTheme(\"dark\");\n } else if (currentTheme == \"dark\") {\n setTheme(\"light\");\n } else {\n setTheme(\"auto\");\n }\n }\n}\n\n////////////////////////////////////////////////////////////////////////////////\n// Setup\n////////////////////////////////////////////////////////////////////////////////\nfunction setupScrollHandler() {\n // Taken from https://developer.mozilla.org/en-US/docs/Web/API/Document/scroll_event\n let last_known_scroll_position = 0;\n let ticking = false;\n\n window.addEventListener(\"scroll\", function (e) {\n last_known_scroll_position = window.scrollY;\n\n if (!ticking) {\n window.requestAnimationFrame(function () {\n scrollHandler(last_known_scroll_position);\n ticking = false;\n });\n\n ticking = true;\n }\n });\n window.scroll();\n}\n\nfunction setupScrollSpy() {\n if (tocScroll === null) {\n return;\n }\n\n // Scrollspy -- highlight table on contents, based on scroll\n new Gumshoe(\".toc-tree a\", {\n reflow: true,\n recursive: true,\n navClass: \"scroll-current\",\n offset: () => {\n let rem = parseFloat(getComputedStyle(document.documentElement).fontSize);\n return header.getBoundingClientRect().height + 2.5 * rem + 1;\n },\n });\n}\n\nfunction setupTheme() {\n // Attach event handlers for toggling themes\n const buttons = document.getElementsByClassName(\"theme-toggle\");\n Array.from(buttons).forEach((btn) => {\n btn.addEventListener(\"click\", cycleThemeOnce);\n });\n}\n\nfunction setup() {\n setupTheme();\n setupScrollHandler();\n setupScrollSpy();\n}\n\n////////////////////////////////////////////////////////////////////////////////\n// Main entrypoint\n////////////////////////////////////////////////////////////////////////////////\nfunction main() {\n document.body.parentNode.classList.remove(\"no-js\");\n\n header = document.querySelector(\"header\");\n tocScroll = document.querySelector(\".toc-scroll\");\n\n setup();\n}\n\ndocument.addEventListener(\"DOMContentLoaded\", main);\n"],"names":["root","g","window","this","defaults","navClass","contentClass","nested","nestedClass","offset","reflow","events","emitEvent","type","elem","detail","settings","event","CustomEvent","bubbles","cancelable","dispatchEvent","getOffsetTop","location","offsetParent","offsetTop","sortContents","contents","sort","item1","item2","content","isInView","bottom","bounds","getBoundingClientRect","parseFloat","getOffset","parseInt","innerHeight","document","documentElement","clientHeight","top","isAtBottom","Math","ceil","pageYOffset","max","body","scrollHeight","offsetHeight","getActive","last","length","item","useLastItem","i","deactivateNested","nav","parentNode","li","closest","classList","remove","deactivate","items","link","activateNested","add","selector","options","navItems","current","timeout","publicAPIs","querySelectorAll","Array","prototype","forEach","call","getElementById","decodeURIComponent","hash","substr","push","active","activate","scrollHandler","cancelAnimationFrame","requestAnimationFrame","detect","resizeHandler","destroy","removeEventListener","merged","arguments","obj","key","hasOwnProperty","extend","setup","addEventListener","factory","__webpack_module_cache__","__webpack_require__","moduleId","cachedModule","undefined","exports","module","__webpack_modules__","n","getter","__esModule","d","a","definition","o","Object","defineProperty","enumerable","get","globalThis","Function","e","prop","tocScroll","header","lastScrollTop","scrollTop","GO_TO_TOP_OFFSET","cycleThemeOnce","currentTheme","localStorage","getItem","mode","matchMedia","matches","console","error","dataset","theme","setItem","log","buttons","getElementsByClassName","from","btn","setupTheme","last_known_scroll_position","ticking","scrollY","positionY","headerTop","floor","scrollHandlerForHeader","scrollHandlerForBackToTop","scrollTo","querySelector","scrollHandlerForTOC","scroll","setupScrollHandler","recursive","rem","getComputedStyle","fontSize","height"],"sourceRoot":""} \ No newline at end of file diff --git a/docs/python/_static/searchtools.js b/docs/python/_static/searchtools.js index 7918c3fa..b08d58c9 100644 --- a/docs/python/_static/searchtools.js +++ b/docs/python/_static/searchtools.js @@ -4,7 +4,7 @@ * * Sphinx JavaScript utilities for the full-text search. * - * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ @@ -99,7 +99,7 @@ const _displayItem = (item, searchTerms, highlightTerms) => { .then((data) => { if (data) listItem.appendChild( - Search.makeSearchSummary(data, searchTerms) + Search.makeSearchSummary(data, searchTerms, anchor) ); // highlight search terms in the summary if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js @@ -116,8 +116,8 @@ const _finishSearch = (resultCount) => { ); else Search.status.innerText = _( - `Search finished, found ${resultCount} page(s) matching the search query.` - ); + "Search finished, found ${resultCount} page(s) matching the search query." + ).replace('${resultCount}', resultCount); }; const _displayNextItem = ( results, @@ -137,6 +137,22 @@ const _displayNextItem = ( // search finished, update title and status message else _finishSearch(resultCount); }; +// Helper function used by query() to order search results. +// Each input is an array of [docname, title, anchor, descr, score, filename]. +// Order the results by score (in opposite order of appearance, since the +// `_displayNextItem` function uses pop() to retrieve items) and then alphabetically. +const _orderResultsByScoreThenName = (a, b) => { + const leftScore = a[4]; + const rightScore = b[4]; + if (leftScore === rightScore) { + // same score: sort alphabetically + const leftTitle = a[1].toLowerCase(); + const rightTitle = b[1].toLowerCase(); + if (leftTitle === rightTitle) return 0; + return leftTitle > rightTitle ? -1 : 1; // inverted is intentional + } + return leftScore > rightScore ? 1 : -1; +}; /** * Default splitQuery function. Can be overridden in ``sphinx.search`` with a @@ -160,13 +176,26 @@ const Search = { _queued_query: null, _pulse_status: -1, - htmlToText: (htmlString) => { + htmlToText: (htmlString, anchor) => { const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html'); - htmlElement.querySelectorAll(".headerlink").forEach((el) => { el.remove() }); + for (const removalQuery of [".headerlink", "script", "style"]) { + htmlElement.querySelectorAll(removalQuery).forEach((el) => { el.remove() }); + } + if (anchor) { + const anchorContent = htmlElement.querySelector(`[role="main"] ${anchor}`); + if (anchorContent) return anchorContent.textContent; + + console.warn( + `Anchored content block not found. Sphinx search tries to obtain it via DOM query '[role=main] ${anchor}'. Check your theme or template.` + ); + } + + // if anchor not specified or not found, fall back to main content const docContent = htmlElement.querySelector('[role="main"]'); - if (docContent !== undefined) return docContent.textContent; + if (docContent) return docContent.textContent; + console.warn( - "Content block not found. Sphinx search tries to obtain it via '[role=main]'. Could you check your theme or template." + "Content block not found. Sphinx search tries to obtain it via DOM query '[role=main]'. Check your theme or template." ); return ""; }, @@ -239,16 +268,7 @@ const Search = { else Search.deferQuery(query); }, - /** - * execute search (requires search index to be loaded) - */ - query: (query) => { - const filenames = Search._index.filenames; - const docNames = Search._index.docnames; - const titles = Search._index.titles; - const allTitles = Search._index.alltitles; - const indexEntries = Search._index.indexentries; - + _parseQuery: (query) => { // stem the search terms and add them to the correct list const stemmer = new Stemmer(); const searchTerms = new Set(); @@ -284,21 +304,38 @@ const Search = { // console.info("required: ", [...searchTerms]); // console.info("excluded: ", [...excludedTerms]); - // array of [docname, title, anchor, descr, score, filename] - let results = []; + return [query, searchTerms, excludedTerms, highlightTerms, objectTerms]; + }, + + /** + * execute search (requires search index to be loaded) + */ + _performSearch: (query, searchTerms, excludedTerms, highlightTerms, objectTerms) => { + const filenames = Search._index.filenames; + const docNames = Search._index.docnames; + const titles = Search._index.titles; + const allTitles = Search._index.alltitles; + const indexEntries = Search._index.indexentries; + + // Collect multiple result groups to be sorted separately and then ordered. + // Each is an array of [docname, title, anchor, descr, score, filename]. + const normalResults = []; + const nonMainIndexResults = []; + _removeChildren(document.getElementById("search-progress")); - const queryLower = query.toLowerCase(); + const queryLower = query.toLowerCase().trim(); for (const [title, foundTitles] of Object.entries(allTitles)) { - if (title.toLowerCase().includes(queryLower) && (queryLower.length >= title.length/2)) { + if (title.toLowerCase().trim().includes(queryLower) && (queryLower.length >= title.length/2)) { for (const [file, id] of foundTitles) { - let score = Math.round(100 * queryLower.length / title.length) - results.push([ + const score = Math.round(Scorer.title * queryLower.length / title.length); + const boost = titles[file] === title ? 1 : 0; // add a boost for document titles + normalResults.push([ docNames[file], titles[file] !== title ? `${titles[file]} > ${title}` : title, id !== null ? "#" + id : "", null, - score, + score + boost, filenames[file], ]); } @@ -308,46 +345,47 @@ const Search = { // search for explicit entries in index directives for (const [entry, foundEntries] of Object.entries(indexEntries)) { if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) { - for (const [file, id] of foundEntries) { - let score = Math.round(100 * queryLower.length / entry.length) - results.push([ + for (const [file, id, isMain] of foundEntries) { + const score = Math.round(100 * queryLower.length / entry.length); + const result = [ docNames[file], titles[file], id ? "#" + id : "", null, score, filenames[file], - ]); + ]; + if (isMain) { + normalResults.push(result); + } else { + nonMainIndexResults.push(result); + } } } } // lookup as object objectTerms.forEach((term) => - results.push(...Search.performObjectSearch(term, objectTerms)) + normalResults.push(...Search.performObjectSearch(term, objectTerms)) ); // lookup as search terms in fulltext - results.push(...Search.performTermsSearch(searchTerms, excludedTerms)); + normalResults.push(...Search.performTermsSearch(searchTerms, excludedTerms)); // let the scorer override scores with a custom scoring function - if (Scorer.score) results.forEach((item) => (item[4] = Scorer.score(item))); - - // now sort the results by score (in opposite order of appearance, since the - // display function below uses pop() to retrieve items) and then - // alphabetically - results.sort((a, b) => { - const leftScore = a[4]; - const rightScore = b[4]; - if (leftScore === rightScore) { - // same score: sort alphabetically - const leftTitle = a[1].toLowerCase(); - const rightTitle = b[1].toLowerCase(); - if (leftTitle === rightTitle) return 0; - return leftTitle > rightTitle ? -1 : 1; // inverted is intentional - } - return leftScore > rightScore ? 1 : -1; - }); + if (Scorer.score) { + normalResults.forEach((item) => (item[4] = Scorer.score(item))); + nonMainIndexResults.forEach((item) => (item[4] = Scorer.score(item))); + } + + // Sort each group of results by score and then alphabetically by name. + normalResults.sort(_orderResultsByScoreThenName); + nonMainIndexResults.sort(_orderResultsByScoreThenName); + + // Combine the result groups in (reverse) order. + // Non-main index entries are typically arbitrary cross-references, + // so display them after other results. + let results = [...nonMainIndexResults, ...normalResults]; // remove duplicate search results // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept @@ -361,7 +399,12 @@ const Search = { return acc; }, []); - results = results.reverse(); + return results.reverse(); + }, + + query: (query) => { + const [searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms] = Search._parseQuery(query); + const results = Search._performSearch(searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms); // for debugging //Search.lastresults = results.slice(); // a copy @@ -466,14 +509,18 @@ const Search = { // add support for partial matches if (word.length > 2) { const escapedWord = _escapeRegExp(word); - Object.keys(terms).forEach((term) => { - if (term.match(escapedWord) && !terms[word]) - arr.push({ files: terms[term], score: Scorer.partialTerm }); - }); - Object.keys(titleTerms).forEach((term) => { - if (term.match(escapedWord) && !titleTerms[word]) - arr.push({ files: titleTerms[word], score: Scorer.partialTitle }); - }); + if (!terms.hasOwnProperty(word)) { + Object.keys(terms).forEach((term) => { + if (term.match(escapedWord)) + arr.push({ files: terms[term], score: Scorer.partialTerm }); + }); + } + if (!titleTerms.hasOwnProperty(word)) { + Object.keys(titleTerms).forEach((term) => { + if (term.match(escapedWord)) + arr.push({ files: titleTerms[term], score: Scorer.partialTitle }); + }); + } } // no match but word was a required one @@ -496,9 +543,8 @@ const Search = { // create the mapping files.forEach((file) => { - if (fileMap.has(file) && fileMap.get(file).indexOf(word) === -1) - fileMap.get(file).push(word); - else fileMap.set(file, [word]); + if (!fileMap.has(file)) fileMap.set(file, [word]); + else if (fileMap.get(file).indexOf(word) === -1) fileMap.get(file).push(word); }); }); @@ -549,8 +595,8 @@ const Search = { * search summary for a given text. keywords is a list * of stemmed words. */ - makeSearchSummary: (htmlText, keywords) => { - const text = Search.htmlToText(htmlText); + makeSearchSummary: (htmlText, keywords, anchor) => { + const text = Search.htmlToText(htmlText, anchor); if (text === "") return 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normalize.css v8.0.1 | MIT License | github.com/necolas/normalize.css */\n\n/* Document\n ========================================================================== */\n\n/**\n * 1. Correct the line height in all browsers.\n * 2. Prevent adjustments of font size after orientation changes in iOS.\n */\n\nhtml {\n line-height: 1.15; /* 1 */\n -webkit-text-size-adjust: 100%; /* 2 */\n}\n\n/* Sections\n ========================================================================== */\n\n/**\n * Remove the margin in all browsers.\n */\n\nbody {\n margin: 0;\n}\n\n/**\n * Render the `main` element consistently in IE.\n */\n\nmain {\n display: block;\n}\n\n/**\n * Correct the font size and margin on `h1` elements within `section` and\n * `article` contexts in Chrome, Firefox, and Safari.\n */\n\nh1 {\n font-size: 2em;\n margin: 0.67em 0;\n}\n\n/* Grouping content\n ========================================================================== */\n\n/**\n * 1. Add the correct box sizing in Firefox.\n * 2. Show the overflow in Edge and IE.\n */\n\nhr {\n box-sizing: content-box; /* 1 */\n height: 0; /* 1 */\n overflow: visible; /* 2 */\n}\n\n/**\n * 1. Correct the inheritance and scaling of font size in all browsers.\n * 2. Correct the odd `em` font sizing in all browsers.\n */\n\npre {\n font-family: monospace, monospace; /* 1 */\n font-size: 1em; /* 2 */\n}\n\n/* Text-level semantics\n ========================================================================== */\n\n/**\n * Remove the gray background on active links in IE 10.\n */\n\na {\n background-color: transparent;\n}\n\n/**\n * 1. Remove the bottom border in Chrome 57-\n * 2. Add the correct text decoration in Chrome, Edge, IE, Opera, and Safari.\n */\n\nabbr[title] {\n border-bottom: none; /* 1 */\n text-decoration: underline; /* 2 */\n text-decoration: underline dotted; /* 2 */\n}\n\n/**\n * Add the correct font weight in Chrome, Edge, and Safari.\n */\n\nb,\nstrong {\n font-weight: bolder;\n}\n\n/**\n * 1. Correct the inheritance and scaling of font size in all browsers.\n * 2. Correct the odd `em` font sizing in all browsers.\n */\n\ncode,\nkbd,\nsamp {\n font-family: monospace, monospace; /* 1 */\n font-size: 1em; /* 2 */\n}\n\n/**\n * Add the correct font size in all browsers.\n */\n\nsmall {\n font-size: 80%;\n}\n\n/**\n * Prevent `sub` and `sup` elements from affecting the line height in\n * all browsers.\n */\n\nsub,\nsup {\n font-size: 75%;\n line-height: 0;\n position: relative;\n vertical-align: baseline;\n}\n\nsub {\n bottom: -0.25em;\n}\n\nsup {\n top: -0.5em;\n}\n\n/* Embedded content\n ========================================================================== */\n\n/**\n * Remove the border on images inside links in IE 10.\n */\n\nimg {\n border-style: none;\n}\n\n/* Forms\n ========================================================================== */\n\n/**\n * 1. Change the font styles in all browsers.\n * 2. Remove the margin in Firefox and Safari.\n */\n\nbutton,\ninput,\noptgroup,\nselect,\ntextarea {\n font-family: inherit; /* 1 */\n font-size: 100%; /* 1 */\n line-height: 1.15; /* 1 */\n margin: 0; /* 2 */\n}\n\n/**\n * Show the overflow in IE.\n * 1. Show the overflow in Edge.\n */\n\nbutton,\ninput { /* 1 */\n overflow: visible;\n}\n\n/**\n * Remove the inheritance of text transform in Edge, Firefox, and IE.\n * 1. Remove the inheritance of text transform in Firefox.\n */\n\nbutton,\nselect { /* 1 */\n text-transform: none;\n}\n\n/**\n * Correct the inability to style clickable types in iOS and Safari.\n */\n\nbutton,\n[type=\"button\"],\n[type=\"reset\"],\n[type=\"submit\"] {\n -webkit-appearance: button;\n}\n\n/**\n * Remove the inner border and padding in Firefox.\n */\n\nbutton::-moz-focus-inner,\n[type=\"button\"]::-moz-focus-inner,\n[type=\"reset\"]::-moz-focus-inner,\n[type=\"submit\"]::-moz-focus-inner {\n border-style: none;\n padding: 0;\n}\n\n/**\n * Restore the focus styles unset by the previous rule.\n */\n\nbutton:-moz-focusring,\n[type=\"button\"]:-moz-focusring,\n[type=\"reset\"]:-moz-focusring,\n[type=\"submit\"]:-moz-focusring {\n outline: 1px dotted ButtonText;\n}\n\n/**\n * Correct the padding in Firefox.\n */\n\nfieldset {\n padding: 0.35em 0.75em 0.625em;\n}\n\n/**\n * 1. Correct the text wrapping in Edge and IE.\n * 2. Correct the color inheritance from `fieldset` elements in IE.\n * 3. Remove the padding so developers are not caught out when they zero out\n * `fieldset` elements in all browsers.\n */\n\nlegend {\n box-sizing: border-box; /* 1 */\n color: inherit; /* 2 */\n display: table; /* 1 */\n max-width: 100%; /* 1 */\n padding: 0; /* 3 */\n white-space: normal; /* 1 */\n}\n\n/**\n * Add the correct vertical alignment in Chrome, Firefox, and Opera.\n */\n\nprogress {\n vertical-align: baseline;\n}\n\n/**\n * Remove the default vertical scrollbar in IE 10+.\n */\n\ntextarea {\n overflow: auto;\n}\n\n/**\n * 1. Add the correct box sizing in IE 10.\n * 2. Remove the padding in IE 10.\n */\n\n[type=\"checkbox\"],\n[type=\"radio\"] {\n box-sizing: border-box; /* 1 */\n padding: 0; /* 2 */\n}\n\n/**\n * Correct the cursor style of increment and decrement buttons in Chrome.\n */\n\n[type=\"number\"]::-webkit-inner-spin-button,\n[type=\"number\"]::-webkit-outer-spin-button {\n height: auto;\n}\n\n/**\n * 1. Correct the odd appearance in Chrome and Safari.\n * 2. Correct the outline style in Safari.\n */\n\n[type=\"search\"] {\n -webkit-appearance: textfield; /* 1 */\n outline-offset: -2px; /* 2 */\n}\n\n/**\n * Remove the inner padding in Chrome and Safari on macOS.\n */\n\n[type=\"search\"]::-webkit-search-decoration {\n -webkit-appearance: none;\n}\n\n/**\n * 1. Correct the inability to style clickable types in iOS and Safari.\n * 2. Change font properties to `inherit` in Safari.\n */\n\n::-webkit-file-upload-button {\n -webkit-appearance: button; /* 1 */\n font: inherit; /* 2 */\n}\n\n/* Interactive\n ========================================================================== */\n\n/*\n * Add the correct display in Edge, IE 10+, and Firefox.\n */\n\ndetails {\n display: block;\n}\n\n/*\n * Add the correct display in all browsers.\n */\n\nsummary {\n display: list-item;\n}\n\n/* Misc\n ========================================================================== */\n\n/**\n * Add the correct display in IE 10+.\n */\n\ntemplate {\n display: none;\n}\n\n/**\n * Add the correct display in IE 10.\n */\n\n[hidden] {\n display: none;\n}\n","// This file contains styles for managing print media.\n\n////////////////////////////////////////////////////////////////////////////////\n// Hide elements not relevant to print media.\n////////////////////////////////////////////////////////////////////////////////\n@media print\n // Hide icon container.\n .content-icon-container\n display: none !important\n\n // Hide showing header links if hovering over when printing.\n .headerlink\n display: none !important\n\n // Hide mobile header.\n .mobile-header\n display: none !important\n\n // Hide navigation links.\n .related-pages\n display: none !important\n\n////////////////////////////////////////////////////////////////////////////////\n// Tweaks related to decolorization.\n////////////////////////////////////////////////////////////////////////////////\n@media print\n // Apply a border around code which no longer have a color background.\n .highlight\n border: 0.1pt solid var(--color-foreground-border)\n\n////////////////////////////////////////////////////////////////////////////////\n// Avoid page break in some relevant cases.\n////////////////////////////////////////////////////////////////////////////////\n@media print\n ul, ol, dl, a, table, pre, blockquote\n page-break-inside: avoid\n\n h1, h2, h3, h4, h5, h6, img, figure, caption\n page-break-inside: avoid\n page-break-after: avoid\n\n ul, ol, dl\n page-break-before: avoid\n",".visually-hidden\n position: absolute !important\n width: 1px !important\n height: 1px !important\n padding: 0 !important\n margin: -1px !important\n overflow: hidden !important\n clip: rect(0,0,0,0) !important\n white-space: nowrap !important\n border: 0 !important\n\n:-moz-focusring\n outline: auto\n","// This file serves as the \"skeleton\" of the theming logic.\n//\n// This contains the bulk of the logic for handling dark mode, color scheme\n// toggling and the handling of color-scheme-specific hiding of elements.\n\nbody\n @include fonts\n @include spacing\n @include icons\n @include admonitions\n @include default-admonition(#651fff, \"abstract\")\n @include default-topic(#14B8A6, \"pencil\")\n\n @include colors\n\n.only-light\n display: block !important\nhtml body .only-dark\n display: none !important\n\n// Ignore dark-mode hints if print media.\n@media not print\n // Enable dark-mode, if requested.\n body[data-theme=\"dark\"]\n @include colors-dark\n\n html & .only-light\n display: none !important\n .only-dark\n display: block !important\n\n // Enable dark mode, unless explicitly told to avoid.\n @media (prefers-color-scheme: dark)\n body:not([data-theme=\"light\"])\n @include colors-dark\n\n html & .only-light\n display: none !important\n .only-dark\n display: block !important\n\n//\n// Theme toggle presentation\n//\nbody[data-theme=\"auto\"]\n .theme-toggle svg.theme-icon-when-auto\n display: block\n\nbody[data-theme=\"dark\"]\n .theme-toggle svg.theme-icon-when-dark\n display: block\n\nbody[data-theme=\"light\"]\n .theme-toggle svg.theme-icon-when-light\n display: block\n","// Fonts used by this theme.\n//\n// There are basically two things here -- using the system font stack and\n// defining sizes for various elements in %ages. We could have also used `em`\n// but %age is easier to reason about for me.\n\n@mixin fonts {\n // These are adapted from https://systemfontstack.com/\n --font-stack: -apple-system, BlinkMacSystemFont, Segoe UI, Helvetica, Arial,\n sans-serif, Apple Color Emoji, Segoe UI Emoji;\n --font-stack--monospace: \"SFMono-Regular\", Menlo, Consolas, Monaco,\n Liberation Mono, Lucida Console, monospace;\n\n --font-size--normal: 100%;\n --font-size--small: 87.5%;\n --font-size--small--2: 81.25%;\n --font-size--small--3: 75%;\n --font-size--small--4: 62.5%;\n\n // Sidebar\n --sidebar-caption-font-size: var(--font-size--small--2);\n --sidebar-item-font-size: var(--font-size--small);\n --sidebar-search-input-font-size: var(--font-size--small);\n\n // Table of Contents\n --toc-font-size: var(--font-size--small--3);\n --toc-font-size--mobile: var(--font-size--normal);\n --toc-title-font-size: var(--font-size--small--4);\n\n // Admonitions\n //\n // These aren't defined in terms of %ages, since nesting these is permitted.\n --admonition-font-size: 0.8125rem;\n --admonition-title-font-size: 0.8125rem;\n\n // Code\n --code-font-size: var(--font-size--small--2);\n\n // API\n --api-font-size: var(--font-size--small);\n}\n","// Spacing for various elements on the page\n//\n// If the user wants to tweak things in a certain way, they are permitted to.\n// They also have to deal with the consequences though!\n\n@mixin spacing {\n // Header!\n --header-height: calc(\n var(--sidebar-item-line-height) + 4 * #{var(--sidebar-item-spacing-vertical)}\n );\n --header-padding: 0.5rem;\n\n // Sidebar\n --sidebar-tree-space-above: 1.5rem;\n --sidebar-caption-space-above: 1rem;\n\n --sidebar-item-line-height: 1rem;\n --sidebar-item-spacing-vertical: 0.5rem;\n --sidebar-item-spacing-horizontal: 1rem;\n --sidebar-item-height: calc(\n var(--sidebar-item-line-height) + 2 *#{var(--sidebar-item-spacing-vertical)}\n );\n\n --sidebar-expander-width: var(--sidebar-item-height); // be square\n\n --sidebar-search-space-above: 0.5rem;\n --sidebar-search-input-spacing-vertical: 0.5rem;\n --sidebar-search-input-spacing-horizontal: 0.5rem;\n --sidebar-search-input-height: 1rem;\n --sidebar-search-icon-size: var(--sidebar-search-input-height);\n\n // Table of Contents\n --toc-title-padding: 0.25rem 0;\n --toc-spacing-vertical: 1.5rem;\n --toc-spacing-horizontal: 1.5rem;\n --toc-item-spacing-vertical: 0.4rem;\n --toc-item-spacing-horizontal: 1rem;\n}\n","// Expose theme icons as CSS variables.\n\n$icons: (\n // Adapted from tabler-icons\n // url: https://tablericons.com/\n \"search\":\n url('data:image/svg+xml;charset=utf-8,'),\n // Factored out from mkdocs-material on 24-Aug-2020.\n // url: https://squidfunk.github.io/mkdocs-material/reference/admonitions/\n \"pencil\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"abstract\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"info\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"flame\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"question\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"warning\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"failure\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"spark\":\n url('data:image/svg+xml;charset=utf-8,')\n);\n\n@mixin icons {\n @each $name, $glyph in $icons {\n --icon-#{$name}: #{$glyph};\n }\n}\n","// Admonitions\n\n// Structure of these is:\n// admonition-class: color \"icon-name\";\n//\n// The colors are translated into CSS variables below. The icons are\n// used directly in the main declarations to set the `mask-image` in\n// the title.\n\n// prettier-ignore\n$admonitions: (\n // Each of these has an reST directives for it.\n \"caution\": #ff9100 \"spark\",\n \"warning\": #ff9100 \"warning\",\n \"danger\": #ff5252 \"spark\",\n \"attention\": #ff5252 \"warning\",\n \"error\": #ff5252 \"failure\",\n \"hint\": #00c852 \"question\",\n \"tip\": #00c852 \"info\",\n \"important\": #00bfa5 \"flame\",\n \"note\": #00b0ff \"pencil\",\n \"seealso\": #448aff \"info\",\n \"admonition-todo\": #808080 \"pencil\"\n);\n\n@mixin default-admonition($color, $icon-name) {\n --color-admonition-title: #{$color};\n --color-admonition-title-background: #{rgba($color, 0.2)};\n\n --icon-admonition-default: var(--icon-#{$icon-name});\n}\n\n@mixin default-topic($color, $icon-name) {\n --color-topic-title: #{$color};\n --color-topic-title-background: #{rgba($color, 0.2)};\n\n --icon-topic-default: var(--icon-#{$icon-name});\n}\n\n@mixin admonitions {\n @each $name, $values in $admonitions {\n --color-admonition-title--#{$name}: #{nth($values, 1)};\n --color-admonition-title-background--#{$name}: #{rgba(\n nth($values, 1),\n 0.2\n )};\n }\n}\n","// Colors used throughout this theme.\n//\n// The aim is to give the user more control. Thus, instead of hard-coding colors\n// in various parts of the stylesheet, the approach taken is to define all\n// colors as CSS variables and reusing them in all the places.\n//\n// `colors-dark` depends on `colors` being included at a lower specificity.\n\n@mixin colors {\n --color-problematic: #b30000;\n\n // Base Colors\n --color-foreground-primary: black; // for main text and headings\n --color-foreground-secondary: #5a5c63; // for secondary text\n --color-foreground-muted: #646776; // for muted text\n --color-foreground-border: #878787; // for content borders\n\n --color-background-primary: white; // for content\n --color-background-secondary: #f8f9fb; // for navigation + ToC\n --color-background-hover: #efeff4ff; // for navigation-item hover\n --color-background-hover--transparent: #efeff400;\n --color-background-border: #eeebee; // for UI borders\n --color-background-item: #ccc; // for \"background\" items (eg: copybutton)\n\n // Announcements\n --color-announcement-background: #000000dd;\n --color-announcement-text: #eeebee;\n\n // Brand colors\n --color-brand-primary: #2962ff;\n --color-brand-content: #2a5adf;\n\n // API documentation\n --color-api-background: var(--color-background-hover--transparent);\n --color-api-background-hover: var(--color-background-hover);\n --color-api-overall: var(--color-foreground-secondary);\n --color-api-name: var(--color-problematic);\n --color-api-pre-name: var(--color-problematic);\n --color-api-paren: var(--color-foreground-secondary);\n --color-api-keyword: var(--color-foreground-primary);\n --color-highlight-on-target: #ffffcc;\n\n // Inline code background\n --color-inline-code-background: var(--color-background-secondary);\n\n // Highlighted text (search)\n --color-highlighted-background: #ddeeff;\n --color-highlighted-text: var(--color-foreground-primary);\n\n // GUI Labels\n --color-guilabel-background: #ddeeff80;\n --color-guilabel-border: #bedaf580;\n --color-guilabel-text: var(--color-foreground-primary);\n\n // Admonitions!\n --color-admonition-background: transparent;\n\n //////////////////////////////////////////////////////////////////////////////\n // Everything below this should be one of:\n // - var(...)\n // - *-gradient(...)\n // - special literal values (eg: transparent, none)\n //////////////////////////////////////////////////////////////////////////////\n\n // Tables\n --color-table-header-background: var(--color-background-secondary);\n --color-table-border: var(--color-background-border);\n\n // Cards\n --color-card-border: var(--color-background-secondary);\n --color-card-background: transparent;\n --color-card-marginals-background: var(--color-background-secondary);\n\n // Header\n --color-header-background: var(--color-background-primary);\n --color-header-border: var(--color-background-border);\n --color-header-text: var(--color-foreground-primary);\n\n // Sidebar (left)\n --color-sidebar-background: var(--color-background-secondary);\n --color-sidebar-background-border: var(--color-background-border);\n\n --color-sidebar-brand-text: var(--color-foreground-primary);\n --color-sidebar-caption-text: var(--color-foreground-muted);\n --color-sidebar-link-text: var(--color-foreground-secondary);\n --color-sidebar-link-text--top-level: var(--color-brand-primary);\n\n --color-sidebar-item-background: var(--color-sidebar-background);\n --color-sidebar-item-background--current: var(\n --color-sidebar-item-background\n );\n --color-sidebar-item-background--hover: linear-gradient(\n 90deg,\n var(--color-background-hover--transparent) 0%,\n var(--color-background-hover) var(--sidebar-item-spacing-horizontal),\n var(--color-background-hover) 100%\n );\n\n --color-sidebar-item-expander-background: transparent;\n --color-sidebar-item-expander-background--hover: var(\n --color-background-hover\n );\n\n --color-sidebar-search-text: var(--color-foreground-primary);\n --color-sidebar-search-background: var(--color-background-secondary);\n --color-sidebar-search-background--focus: var(--color-background-primary);\n --color-sidebar-search-border: var(--color-background-border);\n --color-sidebar-search-icon: var(--color-foreground-muted);\n\n // Table of Contents (right)\n --color-toc-background: var(--color-background-primary);\n --color-toc-title-text: var(--color-foreground-muted);\n --color-toc-item-text: var(--color-foreground-secondary);\n --color-toc-item-text--hover: var(--color-foreground-primary);\n --color-toc-item-text--active: var(--color-brand-primary);\n\n // Actual page contents\n --color-content-foreground: var(--color-foreground-primary);\n --color-content-background: transparent;\n\n // Links\n --color-link: var(--color-brand-content);\n --color-link--hover: var(--color-brand-content);\n --color-link-underline: var(--color-background-border);\n --color-link-underline--hover: var(--color-foreground-border);\n}\n\n@mixin colors-dark {\n --color-problematic: #ee5151;\n\n // Base Colors\n --color-foreground-primary: #ffffffcc; // for main text and headings\n --color-foreground-secondary: #9ca0a5; // for secondary text\n --color-foreground-muted: #81868d; // for muted text\n --color-foreground-border: #666666; // for content borders\n\n --color-background-primary: #131416; // for content\n --color-background-secondary: #1a1c1e; // for navigation + ToC\n --color-background-hover: #1e2124ff; // for navigation-item hover\n --color-background-hover--transparent: #1e212400;\n --color-background-border: #303335; // for UI borders\n --color-background-item: #444; // for \"background\" items (eg: copybutton)\n\n // Announcements\n --color-announcement-background: #000000dd;\n --color-announcement-text: #eeebee;\n\n // Brand colors\n --color-brand-primary: #2b8cee;\n --color-brand-content: #368ce2;\n\n // Highlighted text (search)\n --color-highlighted-background: #083563;\n\n // GUI Labels\n --color-guilabel-background: #08356380;\n --color-guilabel-border: #13395f80;\n\n // API documentation\n --color-api-keyword: var(--color-foreground-secondary);\n --color-highlight-on-target: #333300;\n\n // Admonitions\n --color-admonition-background: #18181a;\n\n // Cards\n --color-card-border: var(--color-background-secondary);\n --color-card-background: #18181a;\n --color-card-marginals-background: var(--color-background-hover);\n}\n","// This file contains the styling for making the content throughout the page,\n// including fonts, paragraphs, headings and spacing among these elements.\n\nbody\n font-family: var(--font-stack)\npre,\ncode,\nkbd,\nsamp\n font-family: var(--font-stack--monospace)\n\n// Make fonts look slightly nicer.\nbody\n -webkit-font-smoothing: antialiased\n -moz-osx-font-smoothing: grayscale\n\n// Line height from Bootstrap 4.1\narticle\n line-height: 1.5\n\n//\n// Headings\n//\nh1,\nh2,\nh3,\nh4,\nh5,\nh6\n line-height: 1.25\n font-weight: bold\n\n border-radius: 0.5rem\n margin-top: 0.5rem\n margin-bottom: 0.5rem\n margin-left: -0.5rem\n margin-right: -0.5rem\n padding-left: 0.5rem\n padding-right: 0.5rem\n\n + p\n margin-top: 0\n\nh1\n font-size: 2.5em\n margin-top: 1.75rem\n margin-bottom: 1rem\nh2\n font-size: 2em\n margin-top: 1.75rem\nh3\n font-size: 1.5em\nh4\n font-size: 1.25em\nh5\n font-size: 1.125em\nh6\n font-size: 1em\n\nsmall\n opacity: 75%\n font-size: 80%\n\n// Paragraph\np\n margin-top: 0.5rem\n margin-bottom: 0.75rem\n\n// Horizontal rules\nhr.docutils\n height: 1px\n padding: 0\n margin: 2rem 0\n background-color: var(--color-background-border)\n border: 0\n\n.centered\n text-align: center\n\n// Links\na\n text-decoration: underline\n\n color: var(--color-link)\n text-decoration-color: var(--color-link-underline)\n\n &:hover\n color: var(--color-link--hover)\n text-decoration-color: var(--color-link-underline--hover)\n &.muted-link\n color: inherit\n &:hover\n color: var(--color-link)\n text-decoration-color: var(--color-link-underline--hover)\n","// This file contains the styles for the overall layouting of the documentation\n// skeleton, including the responsive changes as well as sidebar toggles.\n//\n// This is implemented as a mobile-last design, which isn't ideal, but it is\n// reasonably good-enough and I got pretty tired by the time I'd finished this\n// to move the rules around to fix this. Shouldn't take more than 3-4 hours,\n// if you know what you're doing tho.\n\n// HACK: Not all browsers account for the scrollbar width in media queries.\n// This results in horizontal scrollbars in the breakpoint where we go\n// from displaying everything to hiding the ToC. We accomodate for this by\n// adding a bit of padding to the TOC drawer, disabling the horizontal\n// scrollbar and allowing the scrollbars to cover the padding.\n// https://www.456bereastreet.com/archive/201301/media_query_width_and_vertical_scrollbars/\n\n// HACK: Always having the scrollbar visible, prevents certain browsers from\n// causing the content to stutter horizontally between taller-than-viewport and\n// not-taller-than-viewport pages.\n\nhtml\n overflow-x: hidden\n overflow-y: scroll\n scroll-behavior: smooth\n\n.sidebar-scroll, .toc-scroll, article[role=main] *\n // Override Firefox scrollbar style\n scrollbar-width: thin\n scrollbar-color: var(--color-foreground-border) transparent\n\n // Override Chrome scrollbar styles\n &::-webkit-scrollbar\n width: 0.25rem\n height: 0.25rem\n &::-webkit-scrollbar-thumb\n background-color: var(--color-foreground-border)\n border-radius: 0.125rem\n\n//\n// Overalls\n//\nhtml,\nbody\n height: 100%\n color: var(--color-foreground-primary)\n background: var(--color-background-primary)\n\narticle\n color: var(--color-content-foreground)\n background: var(--color-content-background)\n overflow-wrap: break-word\n\n.page\n display: flex\n // fill the viewport for pages with little content.\n min-height: 100%\n\n.mobile-header\n width: 100%\n height: var(--header-height)\n background-color: var(--color-header-background)\n color: var(--color-header-text)\n border-bottom: 1px solid var(--color-header-border)\n\n // Looks like sub-script/super-script have this, and we need this to\n // be \"on top\" of those.\n z-index: 10\n\n // We don't show the header on large screens.\n display: none\n\n // Add shadow when scrolled\n &.scrolled\n border-bottom: none\n box-shadow: 0 0 0.2rem rgba(0, 0, 0, 0.1), 0 0.2rem 0.4rem rgba(0, 0, 0, 0.2)\n\n .header-center\n a\n color: var(--color-header-text)\n text-decoration: none\n\n.main\n display: flex\n flex: 1\n\n// Sidebar (left) also covers the entire left portion of screen.\n.sidebar-drawer\n box-sizing: border-box\n\n border-right: 1px solid var(--color-sidebar-background-border)\n background: var(--color-sidebar-background)\n\n display: flex\n justify-content: flex-end\n // These next two lines took me two days to figure out.\n width: calc((100% - #{$full-width}) / 2 + #{$sidebar-width})\n min-width: $sidebar-width\n\n// Scroll-along sidebars\n.sidebar-container,\n.toc-drawer\n box-sizing: border-box\n width: $sidebar-width\n\n.toc-drawer\n background: var(--color-toc-background)\n // See HACK described on top of this document\n padding-right: 1rem\n\n.sidebar-sticky,\n.toc-sticky\n position: sticky\n top: 0\n height: min(100%, 100vh)\n height: 100vh\n\n display: flex\n flex-direction: column\n\n.sidebar-scroll,\n.toc-scroll\n flex-grow: 1\n flex-shrink: 1\n\n overflow: auto\n scroll-behavior: smooth\n\n// Central items.\n.content\n padding: 0 $content-padding\n width: $content-width\n\n display: flex\n flex-direction: column\n justify-content: space-between\n\n.icon\n display: inline-block\n height: 1rem\n width: 1rem\n svg\n width: 100%\n height: 100%\n\n//\n// Accommodate announcement banner\n//\n.announcement\n background-color: var(--color-announcement-background)\n color: var(--color-announcement-text)\n\n height: var(--header-height)\n display: flex\n align-items: center\n overflow-x: auto\n & + .page\n min-height: calc(100% - var(--header-height))\n\n.announcement-content\n box-sizing: border-box\n padding: 0.5rem\n min-width: 100%\n white-space: nowrap\n text-align: center\n\n a\n color: var(--color-announcement-text)\n text-decoration-color: var(--color-announcement-text)\n\n &:hover\n color: var(--color-announcement-text)\n text-decoration-color: var(--color-link--hover)\n\n////////////////////////////////////////////////////////////////////////////////\n// Toggles for theme\n////////////////////////////////////////////////////////////////////////////////\n.no-js .theme-toggle-container // don't show theme toggle if there's no JS\n display: none\n\n.theme-toggle-container\n vertical-align: middle\n\n.theme-toggle\n cursor: pointer\n border: none\n padding: 0\n background: transparent\n\n.theme-toggle svg\n vertical-align: middle\n height: 1rem\n width: 1rem\n color: var(--color-foreground-primary)\n display: none\n\n.theme-toggle-header\n float: left\n padding: 1rem 0.5rem\n\n////////////////////////////////////////////////////////////////////////////////\n// Toggles for elements\n////////////////////////////////////////////////////////////////////////////////\n.toc-overlay-icon, .nav-overlay-icon\n display: none\n cursor: pointer\n\n .icon\n color: var(--color-foreground-secondary)\n height: 1rem\n width: 1rem\n\n.toc-header-icon, .nav-overlay-icon\n // for when we set display: flex\n justify-content: center\n align-items: center\n\n.toc-content-icon\n height: 1.5rem\n width: 1.5rem\n\n.content-icon-container\n float: right\n display: flex\n margin-top: 1.5rem\n margin-left: 1rem\n margin-bottom: 1rem\n gap: 0.5rem\n\n .edit-this-page svg\n color: inherit\n height: 1rem\n width: 1rem\n\n.sidebar-toggle\n position: absolute\n display: none\n// \n.sidebar-toggle[name=\"__toc\"]\n left: 20px\n.sidebar-toggle:checked\n left: 40px\n// \n\n.overlay\n position: fixed\n top: 0\n width: 0\n height: 0\n\n transition: width 0ms, height 0ms, opacity 250ms ease-out\n\n opacity: 0\n background-color: rgba(0, 0, 0, 0.54)\n.sidebar-overlay\n z-index: 20\n.toc-overlay\n z-index: 40\n\n// Keep things on top and smooth.\n.sidebar-drawer\n z-index: 30\n transition: left 250ms ease-in-out\n.toc-drawer\n z-index: 50\n transition: right 250ms ease-in-out\n\n// Show the Sidebar\n#__navigation:checked\n & ~ .sidebar-overlay\n width: 100%\n height: 100%\n opacity: 1\n & ~ .page\n .sidebar-drawer\n top: 0\n left: 0\n // Show the toc sidebar\n#__toc:checked\n & ~ .toc-overlay\n width: 100%\n height: 100%\n opacity: 1\n & ~ .page\n .toc-drawer\n top: 0\n right: 0\n\n////////////////////////////////////////////////////////////////////////////////\n// Back to top\n////////////////////////////////////////////////////////////////////////////////\n.back-to-top\n text-decoration: none\n\n display: none\n position: fixed\n left: 0\n top: 1rem\n padding: 0.5rem\n padding-right: 0.75rem\n border-radius: 1rem\n font-size: 0.8125rem\n\n background: var(--color-background-primary)\n box-shadow: 0 0.2rem 0.5rem rgba(0, 0, 0, 0.05), #6b728080 0px 0px 1px 0px\n\n z-index: 10\n\n margin-left: 50%\n transform: translateX(-50%)\n svg\n height: 1rem\n width: 1rem\n fill: currentColor\n display: inline-block\n\n span\n margin-left: 0.25rem\n\n .show-back-to-top &\n display: flex\n align-items: center\n\n////////////////////////////////////////////////////////////////////////////////\n// Responsive layouting\n////////////////////////////////////////////////////////////////////////////////\n// Make things a bit bigger on bigger screens.\n@media (min-width: $full-width + $sidebar-width)\n html\n font-size: 110%\n\n@media (max-width: $full-width)\n // Collapse \"toc\" into the icon.\n .toc-content-icon\n display: flex\n .toc-drawer\n position: fixed\n height: 100vh\n top: 0\n right: -$sidebar-width\n border-left: 1px solid var(--color-background-muted)\n .toc-tree\n border-left: none\n font-size: var(--toc-font-size--mobile)\n\n // Accomodate for a changed content width.\n .sidebar-drawer\n width: calc((100% - #{$full-width - $sidebar-width}) / 2 + #{$sidebar-width})\n\n@media (max-width: $full-width - $sidebar-width)\n // Collapse \"navigation\".\n .nav-overlay-icon\n display: flex\n .sidebar-drawer\n position: fixed\n height: 100vh\n width: $sidebar-width\n\n top: 0\n left: -$sidebar-width\n\n // Swap which icon is visible.\n .toc-header-icon\n display: flex\n .toc-content-icon, .theme-toggle-content\n display: none\n .theme-toggle-header\n display: block\n\n // Show the header.\n .mobile-header\n position: sticky\n top: 0\n display: flex\n justify-content: space-between\n align-items: center\n\n .header-left,\n .header-right\n display: flex\n height: var(--header-height)\n padding: 0 var(--header-padding)\n label\n height: 100%\n width: 100%\n user-select: none\n\n .nav-overlay-icon .icon,\n .theme-toggle svg\n height: 1.25rem\n width: 1.25rem\n\n // Add a scroll margin for the content\n :target\n scroll-margin-top: var(--header-height)\n\n // Show back-to-top below the header\n .back-to-top\n top: calc(var(--header-height) + 0.5rem)\n\n // Center the page, and accommodate for the header.\n .page\n flex-direction: column\n justify-content: center\n .content\n margin-left: auto\n margin-right: auto\n\n@media (max-width: $content-width + 2* $content-padding)\n // Content should respect window limits.\n .content\n width: 100%\n overflow-x: auto\n\n@media (max-width: $content-width)\n .content\n padding: 0 $content-padding--small\n // Don't float sidebars to the right.\n article aside.sidebar\n float: none\n width: 100%\n margin: 1rem 0\n","//\n// The design here is strongly inspired by mkdocs-material.\n.admonition, .topic\n margin: 1rem auto\n padding: 0 0.5rem 0.5rem 0.5rem\n\n background: var(--color-admonition-background)\n\n border-radius: 0.2rem\n box-shadow: 0 0.2rem 0.5rem rgba(0, 0, 0, 0.05), 0 0 0.0625rem rgba(0, 0, 0, 0.1)\n\n font-size: var(--admonition-font-size)\n\n overflow: hidden\n page-break-inside: avoid\n\n // First element should have no margin, since the title has it.\n > :nth-child(2)\n margin-top: 0\n\n // Last item should have no margin, since we'll control that w/ padding\n > :last-child\n margin-bottom: 0\n\n.admonition p.admonition-title,\np.topic-title\n position: relative\n margin: 0 -0.5rem 0.5rem\n padding-left: 2rem\n padding-right: .5rem\n padding-top: .4rem\n padding-bottom: .4rem\n\n font-weight: 500\n font-size: var(--admonition-title-font-size)\n line-height: 1.3\n\n // Our fancy icon\n &::before\n content: \"\"\n position: absolute\n left: 0.5rem\n width: 1rem\n height: 1rem\n\n// Default styles\np.admonition-title\n background-color: var(--color-admonition-title-background)\n &::before\n background-color: var(--color-admonition-title)\n mask-image: var(--icon-admonition-default)\n mask-repeat: no-repeat\n\np.topic-title\n background-color: var(--color-topic-title-background)\n &::before\n background-color: var(--color-topic-title)\n mask-image: var(--icon-topic-default)\n mask-repeat: no-repeat\n\n//\n// Variants\n//\n.admonition\n border-left: 0.2rem solid var(--color-admonition-title)\n\n @each $type, $value in $admonitions\n &.#{$type}\n border-left-color: var(--color-admonition-title--#{$type})\n > .admonition-title\n background-color: var(--color-admonition-title-background--#{$type})\n &::before\n background-color: var(--color-admonition-title--#{$type})\n mask-image: var(--icon-#{nth($value, 2)})\n\n.admonition-todo > .admonition-title\n text-transform: uppercase\n","// This file stylizes the API documentation (stuff generated by autodoc). It's\n// deeply nested due to how autodoc structures the HTML without enough classes\n// to select the relevant items.\n\n// API docs!\ndl[class]:not(.option-list):not(.field-list):not(.footnote):not(.glossary):not(.simple)\n // Tweak the spacing of all the things!\n dd\n margin-left: 2rem\n > :first-child\n margin-top: 0.125rem\n > :last-child\n margin-bottom: 0.75rem\n\n // This is used for the arguments\n .field-list\n margin-bottom: 0.75rem\n\n // \"Headings\" (like \"Parameters\" and \"Return\")\n > dt\n text-transform: uppercase\n font-size: var(--font-size--small)\n\n dd:empty\n margin-bottom: 0.5rem\n dd > ul\n margin-left: -1.2rem\n > li\n > p:nth-child(2)\n margin-top: 0\n // When the last-empty-paragraph follows a paragraph, it doesn't need\n // to augument the existing spacing.\n > p + p:last-child:empty\n margin-top: 0\n margin-bottom: 0\n\n // Colorize the elements\n > dt\n color: var(--color-api-overall)\n\n.sig:not(.sig-inline)\n font-weight: bold\n\n font-size: var(--api-font-size)\n font-family: var(--font-stack--monospace)\n\n margin-left: -0.25rem\n margin-right: -0.25rem\n padding-top: 0.25rem\n padding-bottom: 0.25rem\n padding-right: 0.5rem\n\n // These are intentionally em, to properly match the font size.\n padding-left: 3em\n text-indent: -2.5em\n\n border-radius: 0.25rem\n\n background: var(--color-api-background)\n transition: background 100ms ease-out\n\n &:hover\n background: var(--color-api-background-hover)\n\n // adjust the size of the [source] link on the right.\n a.reference\n .viewcode-link\n font-weight: normal\n width: 3.5rem\n\nem.property\n font-style: normal\n &:first-child\n color: var(--color-api-keyword)\n.sig-name\n color: var(--color-api-name)\n.sig-prename\n font-weight: normal\n color: var(--color-api-pre-name)\n.sig-paren\n color: var(--color-api-paren)\n.sig-param\n font-style: normal\n\n.versionmodified\n font-style: italic\ndiv.versionadded, div.versionchanged, div.deprecated\n p\n margin-top: 0.125rem\n margin-bottom: 0.125rem\n\n// Align the [docs] and [source] to the right.\n.viewcode-link, .viewcode-back\n float: right\n text-align: right\n",".line-block\n margin-top: 0.5rem\n margin-bottom: 0.75rem\n .line-block\n margin-top: 0rem\n margin-bottom: 0rem\n padding-left: 1rem\n","// Captions\narticle p.caption,\ntable > caption,\n.code-block-caption\n font-size: var(--font-size--small)\n text-align: center\n\n// Caption above a TOCTree\n.toctree-wrapper.compound\n .caption, :not(.caption) > .caption-text\n font-size: var(--font-size--small)\n text-transform: uppercase\n\n text-align: initial\n margin-bottom: 0\n\n > ul\n margin-top: 0\n margin-bottom: 0\n","// Inline code\ncode.literal, .sig-inline\n background: var(--color-inline-code-background)\n border-radius: 0.2em\n // Make the font smaller, and use padding to recover.\n font-size: var(--font-size--small--2)\n padding: 0.1em 0.2em\n\n pre.literal-block &\n font-size: inherit\n padding: 0\n\n p &\n border: 1px solid var(--color-background-border)\n\n.sig-inline\n font-family: var(--font-stack--monospace)\n\n// Code and Literal Blocks\n$code-spacing-vertical: 0.625rem\n$code-spacing-horizontal: 0.875rem\n\n// Wraps every literal block + line numbers.\ndiv[class*=\" highlight-\"],\ndiv[class^=\"highlight-\"]\n margin: 1em 0\n display: flex\n\n .table-wrapper\n margin: 0\n padding: 0\n\npre\n margin: 0\n padding: 0\n overflow: auto\n\n // Needed to have more specificity than pygments' \"pre\" selector. :(\n article[role=\"main\"] .highlight &\n line-height: 1.5\n\n &.literal-block,\n .highlight &\n font-size: var(--code-font-size)\n padding: $code-spacing-vertical $code-spacing-horizontal\n\n // Make it look like all the other blocks.\n &.literal-block\n margin-top: 1rem\n margin-bottom: 1rem\n\n border-radius: 0.2rem\n background-color: var(--color-code-background)\n color: var(--color-code-foreground)\n\n// All code is always contained in this.\n.highlight\n width: 100%\n border-radius: 0.2rem\n\n // Make line numbers and prompts un-selectable.\n .gp, span.linenos\n user-select: none\n pointer-events: none\n\n // Expand the line-highlighting.\n .hll\n display: block\n margin-left: -$code-spacing-horizontal\n margin-right: -$code-spacing-horizontal\n padding-left: $code-spacing-horizontal\n padding-right: $code-spacing-horizontal\n\n/* Make code block captions be nicely integrated */\n.code-block-caption\n display: flex\n padding: $code-spacing-vertical $code-spacing-horizontal\n\n border-radius: 0.25rem\n border-bottom-left-radius: 0\n border-bottom-right-radius: 0\n font-weight: 300\n border-bottom: 1px solid\n\n background-color: var(--color-code-background)\n color: var(--color-code-foreground)\n border-color: var(--color-background-border)\n\n + div[class]\n margin-top: 0\n pre\n border-top-left-radius: 0\n border-top-right-radius: 0\n\n// When `html_codeblock_linenos_style` is table.\n.highlighttable\n width: 100%\n display: block\n tbody\n display: block\n\n tr\n display: flex\n\n // Line numbers\n td.linenos\n background-color: var(--color-code-background)\n color: var(--color-code-foreground)\n padding: $code-spacing-vertical $code-spacing-horizontal\n padding-right: 0\n border-top-left-radius: 0.2rem\n border-bottom-left-radius: 0.2rem\n\n .linenodiv\n padding-right: $code-spacing-horizontal\n font-size: var(--code-font-size)\n box-shadow: -0.0625rem 0 var(--color-foreground-border) inset\n\n // Actual code\n td.code\n padding: 0\n display: block\n flex: 1\n overflow: hidden\n\n .highlight\n border-top-left-radius: 0\n border-bottom-left-radius: 0\n\n// When `html_codeblock_linenos_style` is inline.\n.highlight\n span.linenos\n display: inline-block\n padding-left: 0\n padding-right: $code-spacing-horizontal\n margin-right: $code-spacing-horizontal\n box-shadow: -0.0625rem 0 var(--color-foreground-border) inset\n","// Inline Footnote Reference\n.footnote-reference\n font-size: var(--font-size--small--4)\n vertical-align: super\n\n// Definition list, listing the content of each note.\n// docutils <= 0.17\ndl.footnote.brackets\n font-size: var(--font-size--small)\n color: var(--color-foreground-secondary)\n\n display: grid\n grid-template-columns: max-content auto\n dt\n margin: 0\n > .fn-backref\n margin-left: 0.25rem\n\n &:after\n content: \":\"\n\n .brackets\n &:before\n content: \"[\"\n &:after\n content: \"]\"\n\n dd\n margin: 0\n padding: 0 1rem\n\n// docutils >= 0.18\naside.footnote\n font-size: var(--font-size--small)\n color: var(--color-foreground-secondary)\n\naside.footnote > span,\ndiv.citation > span\n float: left\n font-weight: 500\n padding-right: 0.25rem\n\naside.footnote > p,\ndiv.citation > p\n margin-left: 2rem\n","//\n// Figures\n//\nimg\n box-sizing: border-box\n max-width: 100%\n height: auto\n\narticle\n figure, .figure\n border-radius: 0.2rem\n\n margin: 0\n :last-child\n margin-bottom: 0\n\n .align-left\n float: left\n clear: left\n margin: 0 1rem 1rem\n\n .align-right\n float: right\n clear: right\n margin: 0 1rem 1rem\n\n .align-default,\n .align-center\n display: block\n text-align: center\n margin-left: auto\n margin-right: auto\n\n // WELL, table needs to be stylised like a table.\n table.align-default\n display: table\n text-align: initial\n",".genindex-jumpbox, .domainindex-jumpbox\n border-top: 1px solid var(--color-background-border)\n border-bottom: 1px solid var(--color-background-border)\n padding: 0.25rem\n\n.genindex-section, .domainindex-section\n h2\n margin-top: 0.75rem\n margin-bottom: 0.5rem\n ul\n margin-top: 0\n margin-bottom: 0\n","ul,\nol\n padding-left: 1.2rem\n\n // Space lists out like paragraphs\n margin-top: 1rem\n margin-bottom: 1rem\n // reduce margins within li.\n li\n > p:first-child\n margin-top: 0.25rem\n margin-bottom: 0.25rem\n\n > p:last-child\n margin-top: 0.25rem\n\n > ul,\n > ol\n margin-top: 0.5rem\n margin-bottom: 0.5rem\n\nol\n &.arabic\n list-style: decimal\n &.loweralpha\n list-style: lower-alpha\n &.upperalpha\n list-style: upper-alpha\n &.lowerroman\n list-style: lower-roman\n &.upperroman\n list-style: upper-roman\n\n// Don't space lists out when they're \"simple\" or in a `.. toctree::`\n.simple,\n.toctree-wrapper\n li\n > ul,\n > ol\n margin-top: 0\n margin-bottom: 0\n\n// Definition Lists\n.field-list,\n.option-list,\ndl:not([class]),\ndl.simple,\ndl.footnote,\ndl.glossary\n dt\n font-weight: 500\n margin-top: 0.25rem\n + dt\n margin-top: 0\n\n .classifier::before\n content: \":\"\n margin-left: 0.2rem\n margin-right: 0.2rem\n\n dd\n > p:first-child,\n ul\n margin-top: 0.125rem\n\n ul\n margin-bottom: 0.125rem\n",".math-wrapper\n width: 100%\n overflow-x: auto\n\ndiv.math\n position: relative\n text-align: center\n\n .headerlink,\n &:focus .headerlink\n display: none\n\n &:hover .headerlink\n display: inline-block\n\n span.eqno\n position: absolute\n right: 0.5rem\n top: 50%\n transform: translate(0, -50%)\n z-index: 1\n","// Abbreviations\nabbr[title]\n cursor: help\n\n// \"Problematic\" content, as identified by Sphinx\n.problematic\n color: var(--color-problematic)\n\n// Keyboard / Mouse \"instructions\"\nkbd:not(.compound)\n margin: 0 0.2rem\n padding: 0 0.2rem\n border-radius: 0.2rem\n border: 1px solid var(--color-foreground-border)\n color: var(--color-foreground-primary)\n vertical-align: text-bottom\n\n font-size: var(--font-size--small--3)\n display: inline-block\n\n box-shadow: 0 0.0625rem 0 rgba(0, 0, 0, 0.2), inset 0 0 0 0.125rem var(--color-background-primary)\n\n background-color: var(--color-background-secondary)\n\n// Blockquote\nblockquote\n border-left: 4px solid var(--color-background-border)\n background: var(--color-background-secondary)\n\n margin-left: 0\n margin-right: 0\n padding: 0.5rem 1rem\n\n .attribution\n font-weight: 600\n text-align: right\n\n &.pull-quote,\n &.highlights\n font-size: 1.25em\n\n &.epigraph,\n &.pull-quote\n border-left-width: 0\n border-radius: 0.5rem\n\n &.highlights\n border-left-width: 0\n background: transparent\n\n// Center align embedded-in-text images\np .reference img\n vertical-align: middle\n","p.rubric\n line-height: 1.25\n font-weight: bold\n font-size: 1.125em\n\n // For Numpy-style documentation that's got rubrics within it.\n // https://github.com/pradyunsg/furo/discussions/505\n dd &\n line-height: inherit\n font-weight: inherit\n\n font-size: var(--font-size--small)\n text-transform: uppercase\n","article .sidebar\n float: right\n clear: right\n width: 30%\n\n margin-left: 1rem\n margin-right: 0\n\n border-radius: 0.2rem\n background-color: var(--color-background-secondary)\n border: var(--color-background-border) 1px solid\n\n > *\n padding-left: 1rem\n padding-right: 1rem\n\n > ul, > ol // lists need additional padding, because bullets.\n padding-left: 2.2rem\n\n .sidebar-title\n margin: 0\n padding: 0.5rem 1rem\n border-bottom: var(--color-background-border) 1px solid\n\n font-weight: 500\n\n// TODO: subtitle\n// TODO: dedicated variables?\n",".table-wrapper\n width: 100%\n overflow-x: auto\n margin-top: 1rem\n margin-bottom: 0.5rem\n padding: 0.2rem 0.2rem 0.75rem\n\ntable.docutils\n border-radius: 0.2rem\n border-spacing: 0\n border-collapse: collapse\n\n box-shadow: 0 0.2rem 0.5rem rgba(0, 0, 0, 0.05), 0 0 0.0625rem rgba(0, 0, 0, 0.1)\n\n th\n background: var(--color-table-header-background)\n\n td,\n th\n // Space things out properly\n padding: 0 0.25rem\n\n // Get the borders looking just-right.\n border-left: 1px solid var(--color-table-border)\n border-right: 1px solid var(--color-table-border)\n border-bottom: 1px solid var(--color-table-border)\n\n p\n margin: 0.25rem\n\n &:first-child\n border-left: none\n &:last-child\n border-right: none\n\n // MyST-parser tables set these classes for control of column alignment\n &.text-left\n text-align: left\n &.text-right\n text-align: right\n &.text-center\n text-align: center\n",":target\n scroll-margin-top: 0.5rem\n\n@media (max-width: $full-width - $sidebar-width)\n :target\n scroll-margin-top: calc(0.5rem + var(--header-height))\n\n // When a heading is selected\n section > span:target\n scroll-margin-top: calc(0.8rem + var(--header-height))\n\n// Permalinks\n.headerlink\n font-weight: 100\n user-select: none\n\nh1,\nh2,\nh3,\nh4,\nh5,\nh6,\ndl dt,\np.caption,\nfigcaption p,\ntable > caption,\n.code-block-caption\n > .headerlink\n margin-left: 0.5rem\n visibility: hidden\n &:hover > .headerlink\n visibility: visible\n\n // Don't change to link-like, if someone adds the contents directive.\n > .toc-backref\n color: inherit\n text-decoration-line: none\n\n// Figure and table captions are special.\nfigure:hover > figcaption > p > .headerlink,\ntable:hover > caption > .headerlink\n visibility: visible\n\n:target >, // Regular section[id] style anchors\nspan:target ~ // Non-regular span[id] style \"extra\" anchors\n h1,\n h2,\n h3,\n h4,\n h5,\n h6\n &:nth-of-type(1)\n background-color: var(--color-highlight-on-target)\n // .headerlink\n // visibility: visible\n code.literal\n background-color: transparent\n\ntable:target > caption,\nfigure:target\n background-color: var(--color-highlight-on-target)\n\n// Inline page contents\n.this-will-duplicate-information-and-it-is-still-useful-here li :target\n background-color: var(--color-highlight-on-target)\n\n// Code block permalinks\n.literal-block-wrapper:target .code-block-caption\n background-color: var(--color-highlight-on-target)\n\n// When a definition list item is selected\n//\n// There isn't really an alternative to !important here, due to the\n// high-specificity of API documentation's selector.\ndt:target\n background-color: var(--color-highlight-on-target) !important\n\n// When a footnote reference is selected\n.footnote > dt:target + dd,\n.footnote-reference:target\n background-color: var(--color-highlight-on-target)\n",".guilabel\n background-color: var(--color-guilabel-background)\n border: 1px solid var(--color-guilabel-border)\n color: var(--color-guilabel-text)\n\n padding: 0 0.3em\n border-radius: 0.5em\n font-size: 0.9em\n","// This file contains the styles used for stylizing the footer that's shown\n// below the content.\n\nfooter\n font-size: var(--font-size--small)\n display: flex\n flex-direction: column\n\n margin-top: 2rem\n\n// Bottom of page information\n.bottom-of-page\n display: flex\n align-items: center\n justify-content: space-between\n\n margin-top: 1rem\n padding-top: 1rem\n padding-bottom: 1rem\n\n color: var(--color-foreground-secondary)\n border-top: 1px solid var(--color-background-border)\n\n line-height: 1.5\n\n @media (max-width: $content-width)\n text-align: center\n flex-direction: column-reverse\n gap: 0.25rem\n\n .left-details\n font-size: var(--font-size--small)\n\n .right-details\n display: flex\n flex-direction: column\n gap: 0.25rem\n text-align: right\n\n .icons\n display: flex\n justify-content: flex-end\n gap: 0.25rem\n font-size: 1rem\n\n a\n text-decoration: none\n\n svg,\n img\n font-size: 1.125rem\n height: 1em\n width: 1em\n\n// Next/Prev page information\n.related-pages\n a\n display: flex\n align-items: center\n\n text-decoration: none\n &:hover .page-info .title\n text-decoration: underline\n color: var(--color-link)\n text-decoration-color: var(--color-link-underline)\n\n svg.furo-related-icon,\n svg.furo-related-icon > use\n flex-shrink: 0\n\n color: var(--color-foreground-border)\n\n width: 0.75rem\n height: 0.75rem\n margin: 0 0.5rem\n\n &.next-page\n max-width: 50%\n\n float: right\n clear: right\n text-align: right\n\n &.prev-page\n max-width: 50%\n\n float: left\n clear: left\n\n svg\n transform: rotate(180deg)\n\n.page-info\n display: flex\n flex-direction: column\n overflow-wrap: anywhere\n\n .next-page &\n align-items: flex-end\n\n .context\n display: flex\n align-items: center\n\n padding-bottom: 0.1rem\n\n color: var(--color-foreground-muted)\n font-size: var(--font-size--small)\n text-decoration: none\n","// This file contains the styles for the contents of the left sidebar, which\n// contains the navigation tree, logo, search etc.\n\n////////////////////////////////////////////////////////////////////////////////\n// Brand on top of the scrollable tree.\n////////////////////////////////////////////////////////////////////////////////\n.sidebar-brand\n display: flex\n flex-direction: column\n flex-shrink: 0\n\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)\n text-decoration: none\n\n.sidebar-brand-text\n color: var(--color-sidebar-brand-text)\n overflow-wrap: break-word\n margin: var(--sidebar-item-spacing-vertical) 0\n font-size: 1.5rem\n\n.sidebar-logo-container\n margin: var(--sidebar-item-spacing-vertical) 0\n\n.sidebar-logo\n margin: 0 auto\n display: block\n max-width: 100%\n\n////////////////////////////////////////////////////////////////////////////////\n// Search\n////////////////////////////////////////////////////////////////////////////////\n.sidebar-search-container\n display: flex\n align-items: center\n margin-top: var(--sidebar-search-space-above)\n\n position: relative\n\n background: var(--color-sidebar-search-background)\n &:hover,\n &:focus-within\n background: var(--color-sidebar-search-background--focus)\n\n &::before\n content: \"\"\n position: absolute\n left: var(--sidebar-item-spacing-horizontal)\n width: var(--sidebar-search-icon-size)\n height: var(--sidebar-search-icon-size)\n\n background-color: var(--color-sidebar-search-icon)\n mask-image: var(--icon-search)\n\n.sidebar-search\n box-sizing: border-box\n\n border: none\n border-top: 1px solid var(--color-sidebar-search-border)\n border-bottom: 1px solid var(--color-sidebar-search-border)\n\n padding-top: var(--sidebar-search-input-spacing-vertical)\n padding-bottom: var(--sidebar-search-input-spacing-vertical)\n padding-right: var(--sidebar-search-input-spacing-horizontal)\n padding-left: calc(var(--sidebar-item-spacing-horizontal) + var(--sidebar-search-input-spacing-horizontal) + var(--sidebar-search-icon-size))\n\n width: 100%\n\n color: var(--color-sidebar-search-foreground)\n background: transparent\n z-index: 10\n\n &:focus\n outline: none\n\n &::placeholder\n font-size: var(--sidebar-search-input-font-size)\n\n//\n// Hide Search Matches link\n//\n#searchbox .highlight-link\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal) 0\n margin: 0\n text-align: center\n\n a\n color: var(--color-sidebar-search-icon)\n font-size: var(--font-size--small--2)\n\n////////////////////////////////////////////////////////////////////////////////\n// Structure/Skeleton of the navigation tree (left)\n////////////////////////////////////////////////////////////////////////////////\n.sidebar-tree\n font-size: var(--sidebar-item-font-size)\n margin-top: var(--sidebar-tree-space-above)\n margin-bottom: var(--sidebar-item-spacing-vertical)\n\n ul\n padding: 0\n margin-top: 0\n margin-bottom: 0\n\n display: flex\n flex-direction: column\n\n list-style: none\n\n li\n position: relative\n margin: 0\n\n > ul\n margin-left: var(--sidebar-item-spacing-horizontal)\n\n .icon\n color: var(--color-sidebar-link-text)\n\n .reference\n box-sizing: border-box\n color: var(--color-sidebar-link-text)\n\n // Fill the parent.\n display: inline-block\n line-height: var(--sidebar-item-line-height)\n text-decoration: none\n\n // Don't allow long words to cause wrapping.\n overflow-wrap: anywhere\n\n height: 100%\n width: 100%\n\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)\n\n &:hover\n background: var(--color-sidebar-item-background--hover)\n\n // Add a nice little \"external-link\" arrow here.\n &.external::after\n content: url('data:image/svg+xml,')\n margin: 0 0.25rem\n vertical-align: middle\n color: var(--color-sidebar-link-text)\n\n // Make the current page reference bold.\n .current-page > .reference\n font-weight: bold\n\n label\n position: absolute\n top: 0\n right: 0\n height: var(--sidebar-item-height)\n width: var(--sidebar-expander-width)\n\n cursor: pointer\n user-select: none\n\n display: flex\n justify-content: center\n align-items: center\n\n .caption, :not(.caption) > .caption-text\n font-size: var(--sidebar-caption-font-size)\n color: var(--color-sidebar-caption-text)\n\n font-weight: bold\n text-transform: uppercase\n\n margin: var(--sidebar-caption-space-above) 0 0 0\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)\n\n // If it has children, add a bit more padding to wrap the content to avoid\n // overlapping with the
            - +
            • + - + - + \ No newline at end of file diff --git a/docs/python/index.html b/docs/python/index.html index a2453d1e..a6375f23 100644 --- a/docs/python/index.html +++ b/docs/python/index.html @@ -2,11 +2,11 @@ - + - + @@ -14,12 +14,12 @@ - - Voyager 2.0.9 Python Documentation + + Voyager 2.0.10 Python Documentation - + - + @@ -78,7 +78,7 @@ Light mode + stroke-width="1" stroke-linecap="round" stroke-linejoin="round" class="feather-sun"> @@ -93,22 +93,63 @@ Dark mode + stroke-width="1" stroke-linecap="round" stroke-linejoin="round" class="icon-tabler-moon"> - - Auto light/dark mode + + Auto light/dark, in light mode - - - - - - - + stroke-width="1" stroke-linecap="round" stroke-linejoin="round" + class="icon-custom-derived-from-feather-sun-and-tabler-moon"> + + + + + + + + + + + + + + Auto light/dark, in dark mode + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -122,6 +163,8 @@ + +
            @@ -133,13 +176,14 @@
            -
            Voyager 2.0.9 Python Documentation
             +
            Voyager 2.0.10 Python Documentation
            @@ -159,7 +203,7 @@
            - Voyager 2.0.9 Python Documentation + Voyager 2.0.10 Python Documentation @@ -192,11 +236,17 @@ Back to top
            - +
            + + + + +
            @@ -206,9 +256,10 @@
            -
            +


            -The word "Voyager" in white on a black background. +The word "Voyager" in white on a black background. +

            Voyager is a library for performing fast approximate nearest-neighbor searches on an in-memory collection of vectors.

            Voyager features bindings to both Python and Java, with feature parity and index compatibility between both languages. It uses the HNSW algorithm, based on the open-source hnswlib package, @@ -277,11 +328,11 @@

            -
            - +
            + - + - + \ No newline at end of file diff --git a/docs/python/reference.html b/docs/python/reference.html index 144a40ff..dd4b342f 100644 --- a/docs/python/reference.html +++ b/docs/python/reference.html @@ -2,11 +2,11 @@ - + - + @@ -14,12 +14,12 @@ - - The voyager Python API - Voyager 2.0.9 Python Documentation + + The voyager Python API - Voyager 2.0.10 Python Documentation - + - + @@ -78,7 +78,7 @@ Light mode + stroke-width="1" stroke-linecap="round" stroke-linejoin="round" class="feather-sun"> @@ -93,22 +93,63 @@ Dark mode + stroke-width="1" stroke-linecap="round" stroke-linejoin="round" class="icon-tabler-moon"> - - Auto light/dark mode + + Auto light/dark, in light mode - - - - - - - + stroke-width="1" stroke-linecap="round" stroke-linejoin="round" + class="icon-custom-derived-from-feather-sun-and-tabler-moon"> + + + + + + + + + + + + + + Auto light/dark, in dark mode + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -122,6 +163,8 @@ + +
            @@ -133,13 +176,14 @@
            -
            Voyager 2.0.9 Python Documentation
             +
            Voyager 2.0.10 Python Documentation
            @@ -159,7 +203,7 @@
            - Voyager 2.0.9 Python Documentation + Voyager 2.0.10 Python Documentation @@ -192,11 +236,17 @@ Back to top
            - +
            + + + + +
            @@ -206,9 +256,9 @@
            -
            +
            -

            The voyager Python API#

            +

            The voyager Python API

            This module provides classes and functions for creating indices of vector data.

            A quick example on how to get started:

            import numpy as np
@@ -233,7 +283,7 @@ 
            The voyager
 
            
 
            
-class voyager.Index(space: Space, num_dimensions: int, M: int = 12, ef_construction: int = 200, random_seed: int = 1, max_elements: int = 1, storage_data_type: StorageDataType = StorageDataType.Float32)#
            
+class voyager.Index(space: Space, num_dimensions: int, M: int = 12, ef_construction: int = 200, random_seed: int = 1, max_elements: int = 1, storage_data_type: StorageDataType = StorageDataType.Float32)
 
            A nearest-neighbor search index containing vector data (i.e. lists of
 floating-point values, each list labeled with a single integer ID).
            
 
            Think of a Voyager Index as a Dict[int, List[float]]
@@ -293,7 +343,7 @@ 
            The voyager
 
            
 
            
-__contains__(id: int) → bool#
            
+__contains__(id: int) → bool
 
            Check to see if a provided vector’s ID is present in this index.
            
 
            Returns true iff the provided integer ID has a corresponding (non-deleted) vector in this index.
 Use the in operator to call this method:
            
@@ -304,7 +354,7 @@ 
            The voyager
 
            
-__len__() → int#
            
+__len__() → int
 
            Returns the number of non-deleted vectors in this index.
            
 
            Use the len operator to call this method:
            
 
            len(index) # => 1234
@@ -318,7 +368,7 @@ 
            The voyager
 
            
-add_item(vector: ndarray[Any, dtype[float32]], id: int | None = None) → int#
            
+add_item(vector: ndarray[Any, dtype[float32]], id: int | None = None) → int
 
            Add a vector to this index.
            
 
            
 
            Parameters:
            
@@ -347,7 +397,7 @@ 
            The voyager
 
            
-add_items(vectors: ndarray[Any, dtype[float32]], ids: List[int] | None = None, num_threads: int = -1) → List[int]#
            
+add_items(vectors: ndarray[Any, dtype[float32]], ids: list[int] | None = None, num_threads: int = -1) → list[int]
 
            Add multiple vectors to this index simultaneously.
            
 
            This method may be faster than calling add_items() multiple times,
 as passing a batch of vectors helps avoid Python’s Global Interpreter Lock.
            
@@ -378,7 +428,7 @@ 
            The voyager
 
            
-as_bytes() → bytes#
            
+as_bytes() → bytes
 
            Returns the contents of this index as a bytes object. The resulting object
 will contain the same data as if this index was serialized to disk and then read back
 into memory again.
            
@@ -400,13 +450,13 @@ 
            The voyager
 
            
-get_distance(a: List[float], b: List[float]) → float#
            
+get_distance(a: list[float], b: list[float]) → float
 
            Get the distance between two provided vectors. The vectors must share the dimensionality of the index.
            
 
            
 
 
            
 
            
-get_vector(id: int) → ndarray[Any, dtype[float32]]#
            
+get_vector(id: int) → ndarray[Any, dtype[float32]]
 
            Get the vector stored in this index at the provided integer ID.
 If no such vector exists, a KeyError will be thrown.
            
 
            
@@ -424,7 +474,7 @@ 
            The voyager
 
            
-get_vectors(ids: List[int]) → ndarray[Any, dtype[float32]]#
            
+get_vectors(ids: list[int]) → ndarray[Any, dtype[float32]]
 
            Get one or more vectors stored in this index at the provided integer IDs.
 If one or more of the provided IDs cannot be found in the index, a
 KeyError will be thrown.
            
@@ -438,7 +488,7 @@ 
            The voyager
 
            
-static load(filename: str, space: Space, num_dimensions: int, storage_data_type: StorageDataType = StorageDataType.Float32) → Index#
            
+static load(filename: str, space: Space, num_dimensions: int, storage_data_type: StorageDataType = StorageDataType.Float32) → Index
 
            
 static load(filename: str) → Index
            
 
            
@@ -466,7 +516,7 @@ 
            The voyager
 
            
-mark_deleted(id: int) → None#
            
+mark_deleted(id: int) → None
            
 
            Mark an ID in this index as deleted.
            
 
            Deleted IDs will not show up in the results of calls to query(),
 but will still take up space in the index, and will slow down queries.
            
@@ -503,7 +553,7 @@ 
            The voyager
 
            
-query(vectors: ndarray[Any, dtype[float32]], k: int = 1, num_threads: int = -1, query_ef: int = -1) → Tuple[ndarray[Any, dtype[uint64]], ndarray[Any, dtype[float32]]]#
            
+query(vectors: ndarray[Any, dtype[float32]], k: int = 1, num_threads: int = -1, query_ef: int = -1) → tuple[ndarray[Any, dtype[uint64]], ndarray[Any, dtype[float32]]]
 
            Query this index to retrieve the k nearest neighbors of the provided vectors.
            
 
            
 
            Parameters:
            
@@ -556,11 +606,18 @@ 
            The voyagerprint(f"    {i}-th closest neighbor is {neighbor_id}, {distance} away")
 
            
 
            
+
            
+
            Warning
            
+
            If using E4M3 storage with the Cosine Space, some queries may return
+negative distances due to the reduced floating-point precision of the storage
+data type. While confusing, these negative distances still result in a correct
+ordering between results.
            
+
            
 
            
 
 
            
 
            
-resize(new_size: int) → None#
            
+resize(new_size: int) → None
 
            Resize this index, allocating space for up to new_size elements to
 be stored. This changes the max_elements property and may
 cause this Index object to use more memory. This is a fairly
@@ -578,7 +635,7 @@ 
            The voyager
 
            
-save(output_path: str) → None#
            
+save(output_path: str) → None
 
            
 save(file_like: BinaryIO) → None
            
 
            Save this index to the provided file path or file-like object.
            
@@ -590,7 +647,7 @@ 
            The voyager
 
            
-unmark_deleted(id: int) → None#
            
+unmark_deleted(id: int) → None
 
            Unmark an ID in this index as deleted.
            
 
            Once unmarked as deleted, an existing ID will show up in the results of
 calls to query() again.
            
@@ -598,7 +655,7 @@ 
            The voyager
 
            
-property M: int#
            
+property M: int
 
            The number of connections between nodes in the tree’s internal data structure.
            
 
            Larger values give better recall, but use more memory. This parameter cannot be changed
 after the index is instantiated.
            
@@ -606,7 +663,7 @@ 
            The voyager
 
            
-property ef: int#
            
+property ef: int
 
            The default number of vectors to search through when calling query().
            
 
            Higher values make queries slower, but give better recall.
            
 
            
@@ -621,7 +678,7 @@ 
            The voyager
 
            
-property ef_construction: int#
            
+property ef_construction: int
 
            The number of vectors that this index searches through when inserting a new vector into
 the index. Higher values make index construction slower, but give better recall. This
 parameter cannot be changed after the index is instantiated.
            
@@ -629,7 +686,7 @@ 
            The voyager
 
            
-property ids: LabelSetView#
            
+property ids: LabelSetView
 
            A set-like object containing the integer IDs stored as ‘keys’ in this index.
            
 
            Use these indices to iterate over the vectors in this index, or to check for inclusion of a
 specific integer ID in this index:
            
@@ -649,7 +706,7 @@ 
            The voyager
 
            
-property max_elements: int#
            
+property max_elements: int
 
            The maximum number of elements that can be stored in this index.
            
 
            If max_elements is much larger than
 num_elements, this index may use more memory
@@ -665,13 +722,13 @@ 
            The voyager
 
            
-property num_dimensions: int#
            
+property num_dimensions: int
 
            The number of dimensions in each vector stored by this index.
            
 
            
 
 
            
 
            
-property num_elements: int#
            
+property num_elements: int
 
            The number of elements (vectors) currently stored in this index.
            
 
            Note that the number of elements will not decrease if any elements are
 deleted from the index; those deleted elements simply become invisible.
            
@@ -679,39 +736,39 @@ 
            The voyager
 
            
-property space: Space#
            
+property space: Space
 
            Return the Space used to calculate distances between vectors.
            
 
            
 
 
            
 
            
-property storage_data_type: StorageDataType#
            
+property storage_data_type: StorageDataType
 
            The StorageDataType used to store vectors in this Index.
            
 
            
 
 
            
 
 
            
-
            Enums#
            
+
            Enums
            
 
            
 
            
-class voyager.Space(value)#
            
+class voyager.Space(value)
 
            The method used to calculate the distance between vectors.
            
 
            
 
            
-Euclidean = 0#
            
+Euclidean = 0
 
            Euclidean distance; also known as L2 distance. The square root of the sum of the squared differences between each element of each vector.
            
 
            
 
 
            
 
            
-InnerProduct = 1#
            
+InnerProduct = 1
 
            Inner product distance.
            
 
            
 
 
            
 
            
-Cosine = 2#
            
+Cosine = 2
 
            Cosine distance; also known as normalized inner product.
            
 
            
 
@@ -719,7 +776,7 @@ 
            Enums#<
 
 
            
 
            
-class voyager.StorageDataType(value)#
            
+class voyager.StorageDataType(value)
 
            The data type used to store vectors in memory and on-disk.
            
 
            The StorageDataType used for an Index directly determines
 its memory usage, disk space usage, and recall. Both Float8 and
@@ -727,30 +784,34 @@ 
            Enums#<
 memory usage and index size by a factor of 4 compared to Float32.
            
 
            
 
            
-Float8 = 16#
            
+Float8 = 16
 
            8-bit fixed-point decimal values. All values must be within [-1, 1.00787402].
            
 
            
 
 
            
 
            
-Float32 = 32#
            
+Float32 = 32
 
            32-bit floating point (default).
            
 
            
 
 
            
 
            
-E4M3 = 48#
            
+E4M3 = 48
 
            8-bit floating point with a range of [-448, 448], from the paper “FP8 Formats for Deep Learning” by Micikevicius et al.
            
+
            
+
            Warning
            
+
            Using E4M3 with the Cosine Space may cause some queries to return negative distances due to the reduced floating-point precision. While confusing, these negative distances still result in a correct ordering between results.
            
+
            
 
            
 
 
            
 
 
            
 
            
-
            Utilities#
            
+
            Utilities
            
 
            
 
            
-class voyager.LabelSetView#
            
+class voyager.LabelSetView
 
            A read-only set-like object containing 64-bit integers. Use this object like a regular Python set object, by either iterating through it, or checking for membership with the in operator.
            
 
            
 
@@ -869,11 +930,11 @@ 
            Utilities
-    
+
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1, "micikeviciu": 1, "million": 0, "modul": 1, "more": 1, "much": [0, 1], "multi": 1, "multipl": 1, "must": 1, "my_index": 1, "name": 0, "nasa": 0, "nativ": 1, "ndarrai": 1, "nearest": [0, 1], "necessari": 1, "need": 1, "neg": 1, "neighbor": [0, 1], "neighbor_id": 1, "new": 1, "new_siz": 1, "node": 1, "non": 1, "nondeterminist": 1, "none": 1, "normal": 1, "note": 1, "np": 1, "num_dimens": 1, "num_el": 1, "num_queri": 1, "num_thread": 1, "num_vector": 1, "number": 1, "numer": 0, "numpi": 1, "object": 1, "onc": 1, "one": 1, "onli": 1, "open": [0, 1], "oper": 1, "option": 1, "order": 1, "ordered_id": 1, "origin": 1, "other": 1, "output_fil": 1, "output_path": 1, "over": 1, "overridden": 1, "packag": [0, 1], "paper": 1, "parallel": 1, "paramet": 1, "pariti": 0, "pass": 1, "path": 1, "penalti": 1, "per": [0, 1], "percentag": 1, "perform": [0, 1], "place": 1, "point": 1, "power": 0, "precis": 1, "present": 1, "prevent": 1, "print": 1, "prior": 1, "probe": 0, "process": 1, "product": [0, 1], "properti": 1, "provid": 1, "python": 0, "queri": [0, 1], "query_dist": 1, "query_ef": 1, "query_neighbor_id": 1, "query_vector": 1, "quick": 1, "random": 1, "random_se": 1, "rang": 1, "rb": 1, "read": 1, "recal": [0, 1], "recreat": 1, "reduc": 1, "refer": [0, 1], "regular": 1, "releas": 1, "reload": 1, "remov": 1, "repo": 0, "requir": 1, "resiz": 1, "result": 1, "retriev": 1, "return": 1, "root": 1, "same": 1, "save": 1, "scratch": 1, "search": [0, 1], "see": 1, "seed": 1, "seek": 1, "seekabl": 1, "serial": 1, "serialized_index": 1, "set": 1, "shape": 1, "share": 1, "show": 1, "simpli": 1, "simultan": 1, "singl": 1, "size": 1, "slow": 1, "slower": 1, "so": 1, "soft": 1, "some": 1, "sourc": 0, "space": [0, 1], "sparkei": 0, "spawn": 1, "specif": 1, "speed": [0, 1], "spotifi": 0, "squar": 1, "start": 1, "static": 1, "still": 1, "storag": 1, "storage_data_typ": 1, "storagedatatyp": 1, "store": 1, "str": 1, "string": 1, "structur": 1, "subscript": 1, "subsequ": 1, "suffici": 1, "sum": 1, "support": 1, "take": 1, "tell": 1, "th": 1, "than": 1, "them": 1, "thi": 1, "think": [0, 1], "those": 1, "thread": 1, "three": 1, "through": [0, 1], "thrown": 1, "time": [0, 1], "tree": 1, "true": 1, "try": 1, "tupl": 1, "two": 1, "type": 1, "uint64": 1, "unmark": 1, "unmark_delet": 1, "up": 1, "us": [0, 1], "usag": 1, "user": 0, "usual": 1, "v1": 1, "valid": 1, "valu": 1, "variou": 1, "vector": [0, 1], "version": 1, "voi": 1, "voyag": 0, "wa": 1, "want": 1, "were": 1, "when": 1, "where": 1, "which": 1, "while": 1, "within": 1, "without": 1, "work": 1, "would": 1, "write": 1, "you": 1, "your": 1, "zip": 1}, "titles": ["<no title>", "The voyager Python API"], "titleterms": {"The": 1, "api": 1, "enum": 1, "python": 1, "util": 1, "voyag": 1}}) \ No newline at end of file diff --git a/python/voyager/__init__.pyi b/python/voyager/__init__.pyi index d809e65d..5c1dbf34 100644 --- a/python/voyager/__init__.pyi +++ b/python/voyager/__init__.pyi @@ -15,7 +15,10 @@ def patch_overload(func): if func.__doc__: # Work around the fact that pybind11-stubgen generates # duplicate docstrings sometimes, once for each overload: - while func.__doc__[len(func.__doc__) // 2 :].strip() == func.__doc__[: -len(func.__doc__) // 2].strip(): + while ( + func.__doc__[len(func.__doc__) // 2 :].strip() + == func.__doc__[: -len(func.__doc__) // 2].strip() + ): func.__doc__ = func.__doc__[len(func.__doc__) // 2 :].strip() return func @@ -40,6 +43,7 @@ __all__ = [ "Index", "InnerProduct", "LabelSetView", + "RecallError", "Space", "StorageDataType", ] @@ -523,10 +527,11 @@ class Index: print(f"\t{i}-th closest neighbor is {neighbor_id}, {distance} away") .. warning:: + If using E4M3 storage with the Cosine :py:class:`Space`, some queries may return negative distances due to the reduced floating-point precision of the storage data type. While confusing, these negative distances still result in a correct - ordering between results. + ordering between results. """ def resize(self, new_size: int) -> None: @@ -886,3 +891,6 @@ class LabelSetView: def __len__(self) -> int: ... def __repr__(self) -> str: ... pass + +class RecallError(Exception, BaseException): + pass diff --git a/python/voyager/version.py b/python/voyager/version.py index d2012861..de323666 100644 --- a/python/voyager/version.py +++ b/python/voyager/version.py @@ -17,6 +17,6 @@ MAJOR = 2 MINOR = 0 -PATCH = 9 +PATCH = 10 __version__ = "%d.%d.%d" % (MAJOR, MINOR, PATCH) From ca1b9e9137d1036980a30ec63807a422b3d3e2dd Mon Sep 17 00:00:00 2001 From: Stephen Xie Date: Fri, 4 Oct 2024 15:22:44 -0400 Subject: [PATCH 42/52] Regenerate Java docs for v2.0.10, fix Python formatting (#91) * Regenerate Java docs for v2.0.10 * Python formatting --- docs/java/apidocs/allclasses-index.html | 26 +- docs/java/apidocs/allpackages-index.html | 16 +- .../voyager/jni/Index.QueryResults.html | 44 +- .../spotify/voyager/jni/Index.SpaceType.html | 44 +- .../voyager/jni/Index.StorageDataType.html | 44 +- .../com/spotify/voyager/jni/Index.html | 70 +- .../voyager/jni/StringIndex.QueryResults.html | 44 +- .../com/spotify/voyager/jni/StringIndex.html | 65 +- .../jni/class-use/Index.QueryResults.html | 16 +- .../jni/class-use/Index.SpaceType.html | 16 +- .../jni/class-use/Index.StorageDataType.html | 16 +- .../spotify/voyager/jni/class-use/Index.html | 16 +- .../class-use/StringIndex.QueryResults.html | 16 +- .../voyager/jni/class-use/StringIndex.html | 16 +- .../jni/exception/RecallException.html | 40 +- .../exception/class-use/RecallException.html | 16 +- .../jni/exception/package-summary.html | 31 +- .../voyager/jni/exception/package-tree.html | 20 +- .../voyager/jni/exception/package-use.html | 16 +- .../spotify/voyager/jni/package-summary.html | 33 +- .../com/spotify/voyager/jni/package-tree.html | 20 +- .../com/spotify/voyager/jni/package-use.html | 16 +- .../voyager/jni/utils/JniLibExtractor.html | 42 +- .../spotify/voyager/jni/utils/TinyJson.html | 44 +- .../jni/utils/class-use/JniLibExtractor.html | 16 +- .../voyager/jni/utils/class-use/TinyJson.html | 16 +- .../voyager/jni/utils/package-summary.html | 27 +- .../voyager/jni/utils/package-tree.html | 20 +- .../voyager/jni/utils/package-use.html | 16 +- .../com/spotify/voyager/package-summary.html | 27 +- .../com/spotify/voyager/package-tree.html | 20 +- .../com/spotify/voyager/package-use.html | 16 +- docs/java/apidocs/help-doc.html | 43 +- docs/java/apidocs/index-all.html | 24 +- docs/java/apidocs/index.html | 18 +- docs/java/apidocs/jquery-ui.overrides.css | 35 + docs/java/apidocs/legal/ASSEMBLY_EXCEPTION | 6 +- docs/java/apidocs/overview-summary.html | 6 +- docs/java/apidocs/overview-tree.html | 20 +- docs/java/apidocs/script.js | 141 +-- docs/java/apidocs/search.js | 612 +++++------- docs/java/apidocs/serialized-form.html | 18 +- docs/java/apidocs/stylesheet.css | 869 +++++------------- java/pom.xml | 2 +- python/voyager/__init__.pyi | 5 +- 45 files changed, 958 insertions(+), 1726 deletions(-) create mode 100644 docs/java/apidocs/jquery-ui.overrides.css diff --git a/docs/java/apidocs/allclasses-index.html b/docs/java/apidocs/allclasses-index.html index ee59aadd..617f9710 100644 --- a/docs/java/apidocs/allclasses-index.html +++ b/docs/java/apidocs/allclasses-index.html @@ -1,21 +1,26 @@ - -All Classes and Interfaces (voyager 2.0.9 API) + +All Classes and Interfaces (voyager 2.0.10 API) - + + -
            diff --git a/docs/java/apidocs/com/spotify/voyager/jni/StringIndex.QueryResults.html b/docs/java/apidocs/com/spotify/voyager/jni/StringIndex.QueryResults.html index c1ca9a72..91a97834 100644 --- a/docs/java/apidocs/com/spotify/voyager/jni/StringIndex.QueryResults.html +++ b/docs/java/apidocs/com/spotify/voyager/jni/StringIndex.QueryResults.html @@ -1,21 +1,26 @@ - -StringIndex.QueryResults (voyager 2.0.9 API) + +StringIndex.QueryResults (voyager 2.0.10 API) - + + -
          - +

          • valueOf

            -
            public static Index.SpaceType valueOf​(String name)
            +
            public static Index.SpaceType valueOf(String name)
            Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are @@ -336,32 +299,28 @@

            valueOf

            Returns:
            the enum constant with the specified name
            Throws:
            -
            IllegalArgumentException - if this enum type has no constant with the specified name
            -
            NullPointerException - if the argument is null
            +
            IllegalArgumentException - if this enum type has no constant with the specified name
            +
            NullPointerException - if the argument is null
        -
    - - diff --git a/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html b/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html index 71682d01..55a1665f 100644 --- a/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html +++ b/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html @@ -1,58 +1,44 @@ - + - + - -Index.StorageDataType (voyager 2.0.9 API) + - +Index.StorageDataType (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -
    -
    Package com.spotify.voyager.jni
    +
    com.spotify.voyager.jni

    Enum Index.StorageDataType

    @@ -244,19 +210,18 @@

    Methods inherited from class java.lang.
  • -
      -
    • +

    • Enum Constant Detail

      - +

      • Float8

        -
        public static final Index.StorageDataType Float8
        +
        public static final Index.StorageDataType Float8
        An 8-bit floating point data type that expects all values to be on [-1, 1]. This data type provides adequate precision for many use cases, but cuts down memory usage bu a factor of 4x compared to Float32, while also increasing query speed. @@ -266,23 +231,23 @@

        Float8

        use E4M3.
      - + - +

      • E4M3

        -
        public static final Index.StorageDataType E4M3
        +
        public static final Index.StorageDataType E4M3
        A custom 8-bit floating point data type with range [-448, 448] and variable precision. Use this data type to get 4x less memory usage compared to Float32, but when the values of vectors to be stored in an Index may exceed [-1, 1]. @@ -297,23 +262,21 @@

        E4M3

    -
    -
      -
    • +

    • Method Detail

      - +

      • values

        -
        public static Index.StorageDataType[] values()
        +
        public static Index.StorageDataType[] values()
        Returns an array containing the constants of this enum type, in -the order they are declared. This method may be used to iterate +the order they are declared. This method may be used to iterate over the constants as follows: 
         for (Index.StorageDataType c : Index.StorageDataType.values())
@@ -325,13 +288,13 @@ 
        values
      - +
    -

    • - - diff --git a/docs/java/com/spotify/voyager/jni/Index.html b/docs/java/com/spotify/voyager/jni/Index.html index d4f14a29..8e8133cf 100644 --- a/docs/java/com/spotify/voyager/jni/Index.html +++ b/docs/java/com/spotify/voyager/jni/Index.html @@ -1,58 +1,44 @@ - + - + - -Index (voyager 2.0.9 API) + - +Index (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -
    -
    Package com.spotify.voyager.jni
    +
    com.spotify.voyager.jni

    Class Index

      -
    • java.lang.Object
      • +
    • java.lang.Object
      • com.spotify.voyager.jni.Index
        • @@ -134,12 +110,13 @@

        Class Index

      • All Implemented Interfaces:
        -
        Closeable, AutoCloseable
        +
        Closeable, AutoCloseable
        +
        public class Index
-extends Object
-implements Closeable
        +extends Object +implements Closeable
        A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors. @@ -169,360 +146,313 @@

        Class Index

        @@ -530,21 +460,20 @@

        Methods inherited from class java.lang.
      • -
          -
        • +

        • Constructor Detail

          - + - +

          • Index

            -
            public Index​(Index.SpaceType space,
+
            public Index(Index.SpaceType space,
              int numDimensions,
              long indexM,
              long efConstruction,
              long randomSeed,
              long maxElements,
-             Index.StorageDataType storageDataType)
            
-
            Create a new Index that uses the given Index.SpaceType to store and compare
+             Index.StorageDataType storageDataType)
            +
            Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
            Parameters:
            @@ -578,172 +507,170 @@

            Index

            Does not affect memory usage or size of the index.
            randomSeed - A random seed to use when initializing the index's internal data structures.
            maxElements - The maximum number of elements that this index can hold. This is a - performance optimization; if the index contains this number of elements and addItem(float[]) or addItems(float[][], int) is called, the index's capacity will automatically + performance optimization; if the index contains this number of elements and addItem(float[]) or addItems(float[][], int) is called, the index's capacity will automatically expanded to fit the new elements. Setting maxElements in advance helps avoid these expensive resize operations if the number of elements to be added is already known.
            storageDataType - The datatype to use under-the-hood when storing vectors. Different data - type options trade off precision for memory usage and query speed; see Index.StorageDataType for available data types.
            + type options trade off precision for memory usage and query speed; see Index.StorageDataType for available data types.
        -
        -
          -
        • +

        • Method Detail

          - +

          • load

            -
            public static Index load​(String filename,
-                         Index.SpaceType space,
+
            public static Index load(String filename,
+                         Index.SpaceType space,
                          int numDimensions,
-                         Index.StorageDataType storageDataType)
            
-
            Load a Voyager index file and create a new Index initialized with the data in that
+                         Index.StorageDataType storageDataType)
            +
            Load a Voyager index file and create a new Index initialized with the data in that file.
            Parameters:
            filename - A filename to load.
            -
            space - The Index.SpaceType to use when loading the index.
            +
            space - The Index.SpaceType to use when loading the index.
            numDimensions - The number of dimensions per vector.
            -
            storageDataType - The Index.StorageDataType used by the index being loaded.
            +
            storageDataType - The Index.StorageDataType used by the index being loaded.
            Returns:
            -
            An Index whose contents have been initialized with the data provided by the +
            An Index whose contents have been initialized with the data provided by the file.
            Throws:
            -
            RuntimeException - if the index cannot be loaded from the file, or the file contains +
            RuntimeException - if the index cannot be loaded from the file, or the file contains invalid data.
          - +

          • load

            -
            public static Index load​(String filename)
            -
            Load a Voyager index file and create a new Index initialized with the data in that +
            public static Index load(String filename)
            +
            Load a Voyager index file and create a new Index initialized with the data in that file.
            Parameters:
            filename - A filename to load.
            Returns:
            -
            An Index whose contents have been initialized with the data provided by the +
            An Index whose contents have been initialized with the data provided by the file.
            Throws:
            -
            RuntimeException - if the index cannot be loaded from the file, the file contains invalid +
            RuntimeException - if the index cannot be loaded from the file, the file contains invalid data, or the file contains an older version of the Voyager file format that requires additional arguments to be provided.
          - +

    Parameters:
    -
    inputStream - A InputStream that will provide the contents of a Voyager +
    inputStream - A InputStream that will provide the contents of a Voyager index.
    -
    space - The Index.SpaceType to use when loading the index.
    +
    space - The Index.SpaceType to use when loading the index.
    numDimensions - The number of dimensions per vector.
    -
    storageDataType - The Index.StorageDataType used by the index being loaded.
    +
    storageDataType - The Index.StorageDataType used by the index being loaded.
    Returns:
    -
    An Index whose contents have been initialized with the data provided by the +
    An Index whose contents have been initialized with the data provided by the input stream.
    Throws:
    -
    RuntimeException - if the index cannot be loaded from the stream, or the stream contains +
    RuntimeException - if the index cannot be loaded from the stream, or the stream contains invalid data.
    - +

    • load

      -
      public static Index load​(InputStream inputStream)
      +
      public static Index load(InputStream inputStream)
      Interpret the contents of a java.io.InputStream as the contents of a Voyager index file - and create a new Index initialized with the data provided by that stream.
      + and create a new Index initialized with the data provided by that stream.
    Parameters:
    -
    inputStream - A InputStream that will provide the contents of a Voyager +
    inputStream - A InputStream that will provide the contents of a Voyager index.
    Returns:
    -
    An Index whose contents have been initialized with the data provided by the +
    An Index whose contents have been initialized with the data provided by the input stream.
    Throws:
    -
    RuntimeException - if the index cannot be loaded from the stream, or the stream contains +
    RuntimeException - if the index cannot be loaded from the stream, or the stream contains invalid data, or the file contains an older version of the Voyager file format that requires additional arguments to be provided.
    - +

    • close

      -
      public void close()
-           throws IOException
      -
      Close this Index and release any memory held by it. Note that this method must be - called to release the memory backing this Index; failing to do so may cause a memory +
      public void close()
+           throws IOException
      +
      Close this Index and release any memory held by it. Note that this method must be + called to release the memory backing this Index; failing to do so may cause a memory leak. -

      Any calls to methods after close() is called will fail, as the underlying +

      Any calls to methods after close() is called will fail, as the underlying native C++ object will have been deallocated.

      Specified by:
      -
      close in interface AutoCloseable
      +
      close in interface Closeable
      Specified by:
      -
      close in interface Closeable
      +
      close in interface AutoCloseable
      Throws:
      -
      IOException - if the C++ destructor fails.
      +
      IOException - if the C++ destructor fails.
    - + - +

    • setEf

      -
      public void setEf​(long ef)
      -
      Set the default EF ("query search depth") to use when query(float[], int) is called.
      +
      public void setEf(long ef)
      +
      Set the default EF ("query search depth") to use when query(float[], int) is called.
      Parameters:
      ef - The new default EF value to use. This value can be overridden on a per-query basis at @@ -751,57 +678,57 @@

      setEf

    - +

    • getEf

      -
      public int getEf()
      -
      Get the default EF ("query search depth") that will be uses when query(float[], int) is called.
      +
      public int getEf()
      +
      Get the default EF ("query search depth") that will be uses when query(float[], int) is called.
      Returns:
      -
      The current default EF value, used by the Index if no value is provided at +
      The current default EF value, used by the Index if no value is provided at query time.
    - + - +

    • getNumDimensions

      -
      public int getNumDimensions()
      -
      Get the number of dimensions used in this Index.
      +
      public int getNumDimensions()
      +
      Get the number of dimensions used in this Index.
      Returns:
      -
      The number of dimensions used by this Index, and which all vectors within this - Index must have.
      +
      The number of dimensions used by this Index, and which all vectors within this + Index must have.
    - +

    • setNumThreads

      -
      public void setNumThreads​(int numThreads)
      +
      public void setNumThreads(int numThreads)
      Set the default number of threads to use when adding multiple vectors in bulk, or when querying for multiple vectors simultaneously.
      @@ -813,13 +740,13 @@

      setNumThreads

    - +

    • getNumThreads

      -
      public int getNumThreads()
      +
      public int getNumThreads()
      Get the default number of threads used when adding multiple vectors in bulk oor when querying for multiple vectors simultaneously.
      @@ -829,28 +756,27 @@

      getNumThreads

    - +

    • saveIndex

      -
      public void saveIndex​(String pathToIndex)
      -
      Save this Index to a file at the provided filename. This file can be reloaded by using - Index.load(...).
      +
      public void saveIndex(String pathToIndex)
      +
      Save this Index to a file at the provided filename. This file can be reloaded by using Index.load(...).
      Parameters:
      pathToIndex - The output filename to write to.
    - +

    • saveIndex

      -
      public void saveIndex​(OutputStream outputStream)
      +
      public void saveIndex(OutputStream outputStream)
      Save this Index to the provided output stream. The stream will not be closed automatically - be sure to close the stream saveIndex has completed. The data written to the stream can be reloaded by using Index.load(...).
      @@ -861,13 +787,13 @@

      saveIndex

    - +

    • asBytes

      -
      public byte[] asBytes()
      +
      public byte[] asBytes()
      Returns the contents of this index as an array of bytes. The resulting bytes will contain the same data as if this index was serialized to disk and then read back into memory again.
      @@ -876,93 +802,103 @@

      asBytes

    - +

    • addItem

      -
      public void addItem​(float[] vector)
      -
      Add an item (a vector) to this Index. The item will automatically be given an - identifier equal to the return value of getNumElements().
      +
      public long addItem(float[] vector)
      +
      Add an item (a vector) to this Index. The item will automatically be given an + identifier equal to the return value of getNumElements().
      Parameters:
      vector - The vector to add to the index.
      +
      Returns:
      +
      The long ID that was assigned to this vector.
      Throws:
      -
      RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
      +
      RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
    - +

    • addItem

      -
      public void addItem​(float[] vector,
+
      public long addItem(float[] vector,
                     long id)
      
-
      Add an item (a vector) to this Index with the provided identifier.
      
+
      Add an item (a vector) to this Index with the provided identifier.
      
 
      
 
      Parameters:
      
 
      vector - The vector to add to the index.
      
 
      id - The 64-bit integer denoting the identifier of this vector.
      
+
      Returns:
      
+
      The long ID that was assigned to this vector.
      
 
      Throws:
      
-
      RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
      
+
      RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
    - +

    • addItems

      -
      public void addItems​(float[][] vectors,
-                     int numThreads)
      -
      Add multiple items (vectors) to this Index.
      +
      public long[] addItems(float[][] vectors,
+                       int numThreads)
      +
      Add multiple items (vectors) to this Index.
      Parameters:
      vectors - The vectors to add to the index.
      numThreads - The number of threads to use when adding the provided vectors. If -1 (the default), the number of CPUs available on the current machine will be used.
      +
      Returns:
      +
      The auto-generated long IDs that were assigned to the provided vectors, in the + same order as the provided vectors.
      Throws:
      -
      RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
      +
      RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
    - +

    • addItems

      -
      public void addItems​(float[][] vectors,
-                     long[] ids,
-                     int numThreads)
      -
      Add multiple items (vectors) to this Index.
      +
      public long[] addItems(float[][] vectors,
+                       long[] ids,
+                       int numThreads)
      +
      Add multiple items (vectors) to this Index with the provided identifiers.
      Parameters:
      vectors - The vectors to add to the index.
      ids - The 64-bit identifiers that correspond with each of the provided vectors.
      numThreads - The number of threads to use when adding the provided vectors. If -1 (the default), the number of CPUs available on the current machine will be used. Note that this - causes a temporary C++ thread pool to be used. Instead of calling addItems(float[][],int) in a - tight loop, consider passing more data to each addItems(float[][],int) call instead to reduce + causes a temporary C++ thread pool to be used. Instead of calling addItems in a + tight loop, consider passing more data to each addItems call instead to reduce overhead.
      +
      Returns:
      +
      The long IDs that were assigned to the provided vectors, in the same order as + the provided vectors.
      Throws:
      -
      RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
      -
      RuntimeException - If the list of IDs does not have the same length as the list of +
      RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
      +
      RuntimeException - If the list of IDs does not have the same length as the list of provided vectors.
    - +

    • getVector

      -
      public float[] getVector​(long id)
      +
      public float[] getVector(long id)
      Get the vector for the provided identifier.
      Parameters:
      @@ -970,17 +906,17 @@

      getVector

      Returns:
      A float array representing the values of the vector.
      Throws:
      -
      RuntimeException - If the provided identifier is not present in the Index.
      +
      RuntimeException - If the provided identifier is not present in the Index.
    - +

    • getVectors

      -
      public float[][] getVectors​(long[] ids)
      +
      public float[][] getVectors(long[] ids)
      Get the vectors for a provided array of identifiers.
      Parameters:
      @@ -989,17 +925,17 @@

      getVectors

      A nested float array representing the values of the vectors corresponding with each ID.
      Throws:
      -
      RuntimeException - If any of the provided identifiers are not present in the Index.
      +
      RuntimeException - If any of the provided identifiers are not present in the Index.
    - +

    • getIDs

      -
      public long[] getIDs()
      +
      public long[] getIDs()
      Get the list of identifiers currently stored by this index.
      Returns:
      @@ -1007,64 +943,64 @@

      getIDs

    - +

    • query

      -
      public Index.QueryResults query​(float[] queryVector,
+
      public Index.QueryResults query(float[] queryVector,
                                 int k)
      
-
      Query this Index for approximate nearest neighbors of a single query vector.
      
+
      Query this Index for approximate nearest neighbors of a single query vector.
      
 
      
 
      Parameters:
      
 
      queryVector - A query vector to use for searching.
      
 
      k - The number of nearest neighbors to return.
      
 
      Returns:
      
-
      A Index.QueryResults object, containing the neighbors found that are (approximately)
+
      A Index.QueryResults object, containing the neighbors found that are (approximately)
      nearest to the query vector.
      
 
      Throws:
      
-
      RuntimeException - if fewer than k results can be found in the index.
      
+
      RecallException - if fewer than k results can be found in the index.
    - +

    • query

      -
      public Index.QueryResults[] query​(float[][] queryVectors,
+
      public Index.QueryResults[] query(float[][] queryVectors,
                                   int k,
                                   int numThreads)
      
-
      Query this Index for approximate nearest neighbors of multiple query vectors.
      
+
      Query this Index for approximate nearest neighbors of multiple query vectors.
      
 
      
 
      Parameters:
      
 
      queryVectors - The query vectors to use for searching.
      
 
      k - The number of nearest neighbors to return for each query vector
      
 
      numThreads - The number of threads to use when searching. If -1, all available CPU cores
      will be used. Note that passing a number of threads other than 1 will cause a temporary C++
-     thread pool to be used. Instead of calling query(float[],int) in a tight loop, consider passing
+     thread pool to be used. Instead of calling query in a tight loop, consider passing
      more data to each call instead to reduce overhead.
      
 
      Returns:
      
-
      An array of Index.QueryResults objects, each containing the neighbors found that are
-     (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
      
+
      An array of Index.QueryResults objects, each containing the neighbors found that are
+     (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
      
 
      Throws:
      
-
      RuntimeException - if fewer than k results can be found in the index for one or
+
      RecallException - if fewer than k results can be found in the index for one or
      more queries.
    - +

    • query

      -
      public Index.QueryResults query​(float[] queryVector,
+
      public Index.QueryResults query(float[] queryVector,
                                 int k,
                                 long queryEf)
      
-
      Query this Index for approximate nearest neighbors of a single query vector.
      
+
      Query this Index for approximate nearest neighbors of a single query vector.
      
 
      
 
      Parameters:
      
 
      queryVector - A query vector to use for searching.
      
@@ -1072,130 +1008,130 @@ 
      query
      
 
      queryEf - The per-query "ef" value to use. Larger values produce more accurate results at
      the expense of query time.
      
 
      Returns:
      
-
      A Index.QueryResults object, containing the neighbors found that are (approximately)
+
      A Index.QueryResults object, containing the neighbors found that are (approximately)
      nearest to the query vector.
      
 
      Throws:
      
-
      RuntimeException - if fewer than k results can be found in the index.
      
+
      RecallException - if fewer than k results can be found in the index.
    - +

    • query

      -
      public Index.QueryResults[] query​(float[][] queryVectors,
+
      public Index.QueryResults[] query(float[][] queryVectors,
                                   int k,
                                   int numThreads,
                                   long queryEf)
      
-
      Query this Index for approximate nearest neighbors of multiple query vectors.
      
+
      Query this Index for approximate nearest neighbors of multiple query vectors.
      
 
      
 
      Parameters:
      
 
      queryVectors - The query vectors to use for searching.
      
 
      k - The number of nearest neighbors to return for each query vector
      
 
      numThreads - The number of threads to use when searching. If -1, all available CPU cores
      will be used. Note that passing a number of threads other than 1 will cause a temporary C++
-     thread pool to be used. Instead of calling query(float[],int) in a tight loop, consider passing
+     thread pool to be used. Instead of calling query in a tight loop, consider passing
      more data to each call instead to reduce overhead.
      
 
      queryEf - The per-query "ef" value to use. Larger values produce more accurate results at
      the expense of query time.
      
 
      Returns:
      
-
      An array of Index.QueryResults objects, each containing the neighbors found that are
-     (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
      
+
      An array of Index.QueryResults objects, each containing the neighbors found that are
+     (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
      
 
      Throws:
      
-
      RuntimeException - if fewer than k results can be found in the index for one or
+
      RecallException - if fewer than k results can be found in the index for one or
      more queries.
    - +

    • markDeleted

      -
      public void markDeleted​(long label)
      +
      public void markDeleted(long label)
      Mark an element of the index as deleted. Deleted elements will be skipped when querying, but will still be present in the index.
      Parameters:
      label - The ID of the element to mark as deleted.
      Throws:
      -
      RuntimeException - If the provided identifier is not present in the Index.
      +
      RuntimeException - If the provided identifier is not present in the Index.
    - +

    • unmarkDeleted

      -
      public void unmarkDeleted​(long label)
      +
      public void unmarkDeleted(long label)
      Un-mark an element of the index as deleted, making it available again.
      Parameters:
      label - The ID of the element to unmark as deleted.
      Throws:
      -
      RuntimeException - If the provided identifier is not present in the Index.
      +
      RuntimeException - If the provided identifier is not present in the Index.
    - +

    • resizeIndex

      -
      public void resizeIndex​(long newSize)
      -
      Change the maximum number of elements currently storable by this Index. This operation +
      public void resizeIndex(long newSize)
      +
      Change the maximum number of elements currently storable by this Index. This operation reallocates the memory used by the index and can be quite slow, so it may be useful to set the maximum number of elements in advance if that number is known.
      Parameters:
      -
      newSize - The new number of maximum elements to resize this Index to.
      +
      newSize - The new number of maximum elements to resize this Index to.
    - +

    • getMaxElements

      -
      public long getMaxElements()
      -
      Get the maximum number of elements currently storable by this Index. If more elements +
      public long getMaxElements()
      +
      Get the maximum number of elements currently storable by this Index. If more elements are added than getMaxElements(), the index will be automatically (but slowly) resized.
      Returns:
      -
      The number of elements (vectors) that are currently storable in this Index.
      +
      The number of elements (vectors) that are currently storable in this Index.
    - +

    • getNumElements

      -
      public long getNumElements()
      -
      Get the number of elements currently in this Index.
      +
      public long getNumElements()
      +
      Get the number of elements currently in this Index.
      Returns:
      -
      The number of elements (vectors) in this Index. This count includes any deleted +
      The number of elements (vectors) in this Index. This count includes any deleted elements.
    - +

    • getEfConstruction

      -
      public long getEfConstruction()
      -
      Get the EF Construction value used when adding new elements to this Index.
      +
      public long getEfConstruction()
      +
      Get the EF Construction value used when adding new elements to this Index.
      Returns:
      The current EF Construction value (i.e.: the number of neighbors to search for when @@ -1203,14 +1139,14 @@

      getEfConstruction

    - +

    • getM

      -
      public long getM()
      -
      Get the M value used when adding new elements to this Index.
      +
      public long getM()
      +
      Get the M value used when adding new elements to this Index.
      Returns:
      The current M value (i.e.: the number of links between adjacent vectors to create when @@ -1220,25 +1156,21 @@

      getM

    -
    - - diff --git a/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html b/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html index 6cc79d66..ace70f40 100644 --- a/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html @@ -1,58 +1,44 @@ - + - + - -StringIndex.QueryResults (voyager 2.0.9 API) + - +StringIndex.QueryResults (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -
    -
    Package com.spotify.voyager.jni
    +
    com.spotify.voyager.jni

    Class StringIndex.QueryResults

    @@ -230,111 +194,104 @@

    Methods inherited from class java.lang.
  • -
      -
    • +

    • Constructor Detail

      - +

      • QueryResults

        -
        public QueryResults​(String[] names,
+
        public QueryResults(String[] names,
                     float[] distances)
    -
    -
      -
    • +

    • Method Detail

      - +

      • getNames

        -
        public String[] getNames()
        +
        public String[] getNames()
      - +

      • getDistances

        -
        public float[] getDistances()
        +
        public float[] getDistances()
      - +

      • getName

        -
        public String getName​(int index)
        +
        public String getName(int index)
      - +

      • getDistance

        -
        public float getDistance​(int index)
        +
        public float getDistance(int index)
      - +

      • getNumResults

        -
        public int getNumResults()
        +
        public int getNumResults()
      - +
    -

    • - - diff --git a/docs/java/com/spotify/voyager/jni/StringIndex.html b/docs/java/com/spotify/voyager/jni/StringIndex.html index 91f3b81c..4bfa5b25 100644 --- a/docs/java/com/spotify/voyager/jni/StringIndex.html +++ b/docs/java/com/spotify/voyager/jni/StringIndex.html @@ -1,58 +1,44 @@ - + - + - -StringIndex (voyager 2.0.9 API) + - +StringIndex (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -
    -
    Package com.spotify.voyager.jni
    +
    com.spotify.voyager.jni

    Class StringIndex

    - - diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html b/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html index 014e9654..8f1fd7f7 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html @@ -1,54 +1,40 @@ - + - + - -Uses of Class com.spotify.voyager.jni.Index.QueryResults (voyager 2.0.9 API) + - +Uses of Class com.spotify.voyager.jni.Index.QueryResults (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -

    Uses of Class
    com.spotify.voyager.jni.Index.QueryResults

    -
    - diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html b/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html index df6c8a94..14174f01 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html @@ -1,54 +1,40 @@ - + - + - -Uses of Class com.spotify.voyager.jni.Index.SpaceType (voyager 2.0.9 API) + - +Uses of Class com.spotify.voyager.jni.Index.SpaceType (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -

    Uses of Class
    com.spotify.voyager.jni.Index.SpaceType

    -
    - diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html b/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html index 8842bfe8..da4f6d3b 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html @@ -1,54 +1,40 @@ - + - + - -Uses of Class com.spotify.voyager.jni.Index.StorageDataType (voyager 2.0.9 API) + - +Uses of Class com.spotify.voyager.jni.Index.StorageDataType (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -

    Uses of Class
    com.spotify.voyager.jni.Index.StorageDataType

    -
    - diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.html b/docs/java/com/spotify/voyager/jni/class-use/Index.html index 5ff1d36f..19015b62 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.html @@ -1,54 +1,40 @@ - + - + - -Uses of Class com.spotify.voyager.jni.Index (voyager 2.0.9 API) + - +Uses of Class com.spotify.voyager.jni.Index (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -

    Uses of Class
    com.spotify.voyager.jni.Index

    -
    - diff --git a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html index ee165f1a..b05f2858 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html @@ -1,54 +1,40 @@ - + - + - -Uses of Class com.spotify.voyager.jni.StringIndex.QueryResults (voyager 2.0.9 API) + - +Uses of Class com.spotify.voyager.jni.StringIndex.QueryResults (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -

    Uses of Class
    com.spotify.voyager.jni.StringIndex.QueryResults

    -
    - diff --git a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html index e29c3576..92757384 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html +++ b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html @@ -1,54 +1,40 @@ - + - + - -Uses of Class com.spotify.voyager.jni.StringIndex (voyager 2.0.9 API) + - +Uses of Class com.spotify.voyager.jni.StringIndex (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -

    Uses of Class
    com.spotify.voyager.jni.StringIndex

    -
    - diff --git a/docs/java/com/spotify/voyager/jni/exception/RecallException.html b/docs/java/com/spotify/voyager/jni/exception/RecallException.html new file mode 100644 index 00000000..ccfe1d61 --- /dev/null +++ b/docs/java/com/spotify/voyager/jni/exception/RecallException.html @@ -0,0 +1,299 @@ + + + + + + +RecallException (voyager 2.1.0 API) + + + + + + + + +
    + + +
    Skip navigation links
    + + + + +
    +
    +
      +
    • Prev Class
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      • +
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    com.spotify.voyager.jni.exception
    +

    Class RecallException

    +
    +
    + +
    +
      +
    • +
      +
      All Implemented Interfaces:
      +
      Serializable
      +
      +
      +
      +
      public class RecallException
+extends RuntimeException
      +
      An exception indicating that the desired recall of a query cannot be achieved
      +
      +
      See Also:
      +
      Serialized Form
      +
      +
      • +
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    • + +
        +
      • + + +

        Constructor Detail

        + + + +
          +
        • +

          RecallException

          +
          public RecallException(String message)
          +
          Constructs a new RecallException with the specified detail message.
          +
          +
          Parameters:
          +
          message - the detail message
          +
          +
          • +
        + + + +
          +
        • +

          RecallException

          +
          public RecallException(String message,
+                       Throwable cause)
          +
          Constructs a new RecallException with the specified detail message and cause.
          +
          +
          Parameters:
          +
          message - the detail message
          +
          cause - the cause of the exception
          +
          +
          • +
        +
        • +
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    Copyright © 2024. All rights reserved.

    + + diff --git a/docs/java/com/spotify/voyager/jni/exception/class-use/RecallException.html b/docs/java/com/spotify/voyager/jni/exception/class-use/RecallException.html new file mode 100644 index 00000000..3418111b --- /dev/null +++ b/docs/java/com/spotify/voyager/jni/exception/class-use/RecallException.html @@ -0,0 +1,126 @@ + + + + + + +Uses of Class com.spotify.voyager.jni.exception.RecallException (voyager 2.1.0 API) + + + + + + + + +
    + + +
    Skip navigation links
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    Uses of Class
    com.spotify.voyager.jni.exception.RecallException

    +
    +
    No usage of com.spotify.voyager.jni.exception.RecallException
    + +
    + + +
    Skip navigation links
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    +
    +
      +
    • Prev
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    Copyright © 2024. All rights reserved.

    + + diff --git a/docs/java/com/spotify/voyager/jni/exception/package-frame.html b/docs/java/com/spotify/voyager/jni/exception/package-frame.html new file mode 100644 index 00000000..414dc065 --- /dev/null +++ b/docs/java/com/spotify/voyager/jni/exception/package-frame.html @@ -0,0 +1,21 @@ + + + + + + +com.spotify.voyager.jni.exception (voyager 2.1.0 API) + + + + + +

    com.spotify.voyager.jni.exception

    +
    +

    Exceptions

    + +
    + + diff --git a/docs/java/com/spotify/voyager/jni/exception/package-summary.html b/docs/java/com/spotify/voyager/jni/exception/package-summary.html new file mode 100644 index 00000000..9aec16b0 --- /dev/null +++ b/docs/java/com/spotify/voyager/jni/exception/package-summary.html @@ -0,0 +1,146 @@ + + + + + + +com.spotify.voyager.jni.exception (voyager 2.1.0 API) + + + + + + + + +
    + + +
    Skip navigation links
    + + + + +
    +
    + + + +
    + +
    + + +
    + +
    +

    Package com.spotify.voyager.jni.exception

    +
    +
    +
      +
    • + + + + + + + + + + + + +
      Exception Summary 
      ExceptionDescription
      RecallException +
      An exception indicating that the desired recall of a query cannot be achieved
      +
      +
      • +
    +
    + +
    + + +
    Skip navigation links
    + + + + +
    +
    + + + +
    + +
    + + +
    + +

    Copyright © 2024. All rights reserved.

    + + diff --git a/docs/java/com/spotify/voyager/jni/exception/package-tree.html b/docs/java/com/spotify/voyager/jni/exception/package-tree.html new file mode 100644 index 00000000..9d099fc0 --- /dev/null +++ b/docs/java/com/spotify/voyager/jni/exception/package-tree.html @@ -0,0 +1,151 @@ + + + + + + +com.spotify.voyager.jni.exception Class Hierarchy (voyager 2.1.0 API) + + + + + + + + +
    + + +
    Skip navigation links
    + + + + +
    +
    + + + +
    + +
    + + +
    + +
    +

    Hierarchy For Package com.spotify.voyager.jni.exception

    +Package Hierarchies: + +
    +
    +

    Class Hierarchy

    + +
    + +
    + + +
    Skip navigation links
    + + + + +
    +
    + + + +
    + +
    + + +
    + +

    Copyright © 2024. All rights reserved.

    + + diff --git a/docs/java/com/spotify/voyager/jni/exception/package-use.html b/docs/java/com/spotify/voyager/jni/exception/package-use.html new file mode 100644 index 00000000..1acaed8b --- /dev/null +++ b/docs/java/com/spotify/voyager/jni/exception/package-use.html @@ -0,0 +1,126 @@ + + + + + + +Uses of Package com.spotify.voyager.jni.exception (voyager 2.1.0 API) + + + + + + + + +
    + + +
    Skip navigation links
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    Uses of Package
    com.spotify.voyager.jni.exception

    +
    +
    No usage of com.spotify.voyager.jni.exception
    + +
    + + +
    Skip navigation links
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    Copyright © 2024. All rights reserved.

    + + diff --git a/docs/java/com/spotify/voyager/jni/package-frame.html b/docs/java/com/spotify/voyager/jni/package-frame.html new file mode 100644 index 00000000..841732c7 --- /dev/null +++ b/docs/java/com/spotify/voyager/jni/package-frame.html @@ -0,0 +1,29 @@ + + + + + + +com.spotify.voyager.jni (voyager 2.1.0 API) + + + + + +

    com.spotify.voyager.jni

    +
    +

    Classes

    + +

    Enums

    + +
    + + diff --git a/docs/java/com/spotify/voyager/jni/package-summary.html b/docs/java/com/spotify/voyager/jni/package-summary.html index a420875e..24eb3a2c 100644 --- a/docs/java/com/spotify/voyager/jni/package-summary.html +++ b/docs/java/com/spotify/voyager/jni/package-summary.html @@ -1,52 +1,38 @@ - + - + - -com.spotify.voyager.jni (voyager 2.0.9 API) + - +com.spotify.voyager.jni (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -

    Package com.spotify.voyager.jni

    +
    +
    Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
    +
    +

    See: Description

    -
    - - -
    Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
    -
    • - +
      @@ -113,27 +88,27 @@

      Package com.spotify.voyager.jni

      - + - + - + - + @@ -142,7 +117,7 @@

      Package com.spotify.voyager.jni

      Class Summary 
      Class
      IndexIndex
      A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors.
      Index.QueryResultsIndex.QueryResults
      A container for query results, returned by Index.
      StringIndexStringIndex
      Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.
      StringIndex.QueryResultsStringIndex.QueryResults
      A wrapper class for nearest neighbor query results.
    • - +
      @@ -150,13 +125,13 @@

      Package com.spotify.voyager.jni

      - + - + @@ -165,20 +140,22 @@

      Package com.spotify.voyager.jni

      Enum Summary 
      Enum
      Index.SpaceTypeIndex.SpaceType
      The space, also known as distance metric, to use when searching.
      Index.StorageDataTypeIndex.StorageDataType
      The datatype used to use when storing vectors on disk.
    + + + +

    Package com.spotify.voyager.jni Description

    +
    Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
    -
    - diff --git a/docs/java/com/spotify/voyager/jni/package-tree.html b/docs/java/com/spotify/voyager/jni/package-tree.html index 3e6d292c..a92b5a8f 100644 --- a/docs/java/com/spotify/voyager/jni/package-tree.html +++ b/docs/java/com/spotify/voyager/jni/package-tree.html @@ -1,52 +1,38 @@ - + - + - -com.spotify.voyager.jni Class Hierarchy (voyager 2.0.9 API) + - +com.spotify.voyager.jni Class Hierarchy (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -

    Hierarchy For Package com.spotify.voyager.jni

    Package Hierarchies: @@ -102,48 +78,41 @@

    Hierarchy For Package com.spotify.voyager.jni

    -

    Class Hierarchy

    -
    -

    Enum Hierarchy

    -
    -
    - diff --git a/docs/java/com/spotify/voyager/jni/package-use.html b/docs/java/com/spotify/voyager/jni/package-use.html index 0d826eb4..a5d65609 100644 --- a/docs/java/com/spotify/voyager/jni/package-use.html +++ b/docs/java/com/spotify/voyager/jni/package-use.html @@ -1,52 +1,38 @@ - + - + - -Uses of Package com.spotify.voyager.jni (voyager 2.0.9 API) + - +Uses of Package com.spotify.voyager.jni (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -

    Uses of Package
    com.spotify.voyager.jni

    • - - +
      Packages that use com.spotify.voyager.jni 
      + - + @@ -116,51 +92,44 @@

      Uses of Packag

      Packages that use com.spotify.voyager.jni 
      Package Description
      com.spotify.voyager.jnicom.spotify.voyager.jni
      Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
      • -
    • +
    • - - +
      Classes in com.spotify.voyager.jni used by com.spotify.voyager.jni 
      + - - + - - - - - - - - - - - - @@ -169,19 +138,16 @@

      Uses of Packag - - diff --git a/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html b/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html index 30fd9d01..6827eb7a 100644 --- a/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html +++ b/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html @@ -1,58 +1,44 @@ - + - + - -JniLibExtractor (voyager 2.0.9 API) + - +JniLibExtractor (voyager 2.1.0 API) + - - - - - - - + -
      - -
      -
      -
      Package com.spotify.voyager.jni.utils
      +
      com.spotify.voyager.jni.utils

      Class JniLibExtractor

      @@ -142,56 +119,48 @@

      Class JniLibExtractor

      • -
          -
        • +

        • Constructor Summary

          -

      Classes in com.spotify.voyager.jni used by com.spotify.voyager.jni 
      ClassDescriptionClass and Description
      Index +Index
      A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors.
      Index.QueryResults +Index.QueryResults
      A container for query results, returned by Index.
      Index.SpaceType +Index.SpaceType
      The space, also known as distance metric, to use when searching.
      Index.StorageDataType +Index.StorageDataType
      The datatype used to use when storing vectors on disk.
      StringIndex +StringIndex
      Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.
      StringIndex.QueryResults +StringIndex.QueryResults
      A wrapper class for nearest neighbor query results.
      +
      - - + - - +
      Constructors 
      ConstructorDescriptionConstructor and Description
      JniLibExtractor() JniLibExtractor() 
    - -
    -
    @@ -199,13 +168,12 @@

    Methods inherited from class java.lang.
  • -
      -
    • +

    • Constructor Detail

      - +
        @@ -216,44 +184,38 @@

        JniLibExtractor

    -
    -
      -
    • +

    • Method Detail

      - +

      • extractBinaries

        -
        public static String extractBinaries​(String libname)
        +
        public static String extractBinaries(String libname)
    -

    • - - diff --git a/docs/java/com/spotify/voyager/jni/utils/TinyJson.html b/docs/java/com/spotify/voyager/jni/utils/TinyJson.html index cc6b836a..292f3d42 100644 --- a/docs/java/com/spotify/voyager/jni/utils/TinyJson.html +++ b/docs/java/com/spotify/voyager/jni/utils/TinyJson.html @@ -1,58 +1,44 @@ - + - + - -TinyJson (voyager 2.0.9 API) + - +TinyJson (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -
    -
    Package com.spotify.voyager.jni.utils
    +
    com.spotify.voyager.jni.utils

    Class TinyJson

    @@ -207,13 +175,12 @@

    Methods inherited from class java.lang.
  • -
      -
    • +

    • Constructor Detail

      - +
        @@ -224,59 +191,53 @@

        TinyJson

    -
    -
    -

    • - - diff --git a/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html b/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html index c0e94a31..2ae4f74d 100644 --- a/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html +++ b/docs/java/com/spotify/voyager/jni/utils/class-use/JniLibExtractor.html @@ -1,54 +1,40 @@ - + - + - -Uses of Class com.spotify.voyager.jni.utils.JniLibExtractor (voyager 2.0.9 API) + - +Uses of Class com.spotify.voyager.jni.utils.JniLibExtractor (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -

    Uses of Class
    com.spotify.voyager.jni.utils.JniLibExtractor

    No usage of com.spotify.voyager.jni.utils.JniLibExtractor
    -
    - diff --git a/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html b/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html index 1008ee1e..7a29bff5 100644 --- a/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html +++ b/docs/java/com/spotify/voyager/jni/utils/class-use/TinyJson.html @@ -1,54 +1,40 @@ - + - + - -Uses of Class com.spotify.voyager.jni.utils.TinyJson (voyager 2.0.9 API) + - +Uses of Class com.spotify.voyager.jni.utils.TinyJson (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -

    Uses of Class
    com.spotify.voyager.jni.utils.TinyJson

    No usage of com.spotify.voyager.jni.utils.TinyJson
    -
    - diff --git a/docs/java/com/spotify/voyager/jni/utils/package-frame.html b/docs/java/com/spotify/voyager/jni/utils/package-frame.html new file mode 100644 index 00000000..e612463c --- /dev/null +++ b/docs/java/com/spotify/voyager/jni/utils/package-frame.html @@ -0,0 +1,22 @@ + + + + + + +com.spotify.voyager.jni.utils (voyager 2.1.0 API) + + + + + +

    com.spotify.voyager.jni.utils

    +
    +

    Classes

    + +
    + + diff --git a/docs/java/com/spotify/voyager/jni/utils/package-summary.html b/docs/java/com/spotify/voyager/jni/utils/package-summary.html index 1a95c40c..57556547 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-summary.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-summary.html @@ -1,52 +1,38 @@ - + - + - -com.spotify.voyager.jni.utils (voyager 2.0.9 API) + - +com.spotify.voyager.jni.utils (voyager 2.1.0 API) + - - - - - - - + -
    - -
    -

    Package com.spotify.voyager.jni.utils

    • - +
      @@ -108,11 +84,11 @@

      Package com.spotify.voyager.jni.utils

      - + - + or other required elements. - thead: [ 1, "
      Class Summary 
      Class
      JniLibExtractorJniLibExtractor  
      TinyJsonTinyJson
      A dependency-free, super tiny JSON serde class that only supports reading and writing lists of strings.
      @@ -123,19 +99,16 @@

      Package com.spotify.voyager.jni.utils

      - - diff --git a/docs/java/com/spotify/voyager/jni/utils/package-tree.html b/docs/java/com/spotify/voyager/jni/utils/package-tree.html index d3de1d94..3de2b956 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-tree.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-tree.html @@ -1,52 +1,38 @@ - + - + - -com.spotify.voyager.jni.utils Class Hierarchy (voyager 2.0.9 API) + - +com.spotify.voyager.jni.utils Class Hierarchy (voyager 2.1.0 API) + - - - - - - - + -
      - -
      -

      Hierarchy For Package com.spotify.voyager.jni.utils

      Package Hierarchies: @@ -102,31 +78,26 @@

      Hierarchy For Package com.spotify.voyager.jni.utils

      -

      Class Hierarchy

      -
      -
      - diff --git a/docs/java/com/spotify/voyager/jni/utils/package-use.html b/docs/java/com/spotify/voyager/jni/utils/package-use.html index a47b1e2d..e263c973 100644 --- a/docs/java/com/spotify/voyager/jni/utils/package-use.html +++ b/docs/java/com/spotify/voyager/jni/utils/package-use.html @@ -1,52 +1,38 @@ - + - + - -Uses of Package com.spotify.voyager.jni.utils (voyager 2.0.9 API) + - +Uses of Package com.spotify.voyager.jni.utils (voyager 2.1.0 API) + - - - - - - - + -
      - -
      -

      Uses of Package
      com.spotify.voyager.jni.utils

      No usage of com.spotify.voyager.jni.utils
      -
      - diff --git a/docs/java/com/spotify/voyager/package-frame.html b/docs/java/com/spotify/voyager/package-frame.html new file mode 100644 index 00000000..0c15215c --- /dev/null +++ b/docs/java/com/spotify/voyager/package-frame.html @@ -0,0 +1,15 @@ + + + + + + +com.spotify.voyager (voyager 2.1.0 API) + + + + + +

      com.spotify.voyager

      + + diff --git a/docs/java/com/spotify/voyager/package-summary.html b/docs/java/com/spotify/voyager/package-summary.html index 3393d377..af796a81 100644 --- a/docs/java/com/spotify/voyager/package-summary.html +++ b/docs/java/com/spotify/voyager/package-summary.html @@ -1,52 +1,38 @@ - + - + - -com.spotify.voyager (voyager 2.0.9 API) + - +com.spotify.voyager (voyager 2.1.0 API) + - - - - - - - + -
      - -
      -

      Package com.spotify.voyager

      +
      +
      Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector + data.
      -
      -
      +

      See: Description

      +
      +
      +

      Package com.spotify.voyager Description

      Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector - data. For most use cases, Index will be the primary interface to + data. For most use cases, Index will be the primary interface to Voyager's functionality. 
      @@ -125,21 +106,17 @@ 
      Package com.spotify.voyager
      
    // Serialize this index to use it again later:
    index.saveIndex("my_tiny_index.voy");
      -
      -
      - diff --git a/docs/java/com/spotify/voyager/package-tree.html b/docs/java/com/spotify/voyager/package-tree.html index 632020bf..3673a565 100644 --- a/docs/java/com/spotify/voyager/package-tree.html +++ b/docs/java/com/spotify/voyager/package-tree.html @@ -1,52 +1,38 @@ - + - + - -com.spotify.voyager Class Hierarchy (voyager 2.0.9 API) + - +com.spotify.voyager Class Hierarchy (voyager 2.1.0 API) + - - - - - - - + -
      - -
      -

      Hierarchy For Package com.spotify.voyager

      Package Hierarchies: @@ -101,19 +77,16 @@

      Hierarchy For Package com.spotify.voyager

    • All Packages
      • -
      - diff --git a/docs/java/com/spotify/voyager/package-use.html b/docs/java/com/spotify/voyager/package-use.html index b8e9a581..fd0db02c 100644 --- a/docs/java/com/spotify/voyager/package-use.html +++ b/docs/java/com/spotify/voyager/package-use.html @@ -1,52 +1,38 @@ - + - + - -Uses of Package com.spotify.voyager (voyager 2.0.9 API) + - +Uses of Package com.spotify.voyager (voyager 2.1.0 API) + - - - - - - - + -
      - -
      -

      Uses of Package
      com.spotify.voyager

      No usage of com.spotify.voyager
      -
      - diff --git a/docs/java/constant-values.html b/docs/java/constant-values.html index 66cb4e69..32f847ff 100644 --- a/docs/java/constant-values.html +++ b/docs/java/constant-values.html @@ -1,52 +1,38 @@ - + - + - -Constant Field Values (voyager 2.0.9 API) + - +Constant Field Values (voyager 2.1.0 API) + - - - - - - - + -
      - -
      -

      Constant Field Values

      -

      Contents

      -
      -
      - diff --git a/docs/java/copy.svg b/docs/java/copy.svg deleted file mode 100644 index 7c46ab15..00000000 --- a/docs/java/copy.svg +++ /dev/null @@ -1,33 +0,0 @@ - - - - - - - - diff --git a/docs/java/deprecated-list.html b/docs/java/deprecated-list.html index 75b9dce3..fb03644c 100644 --- a/docs/java/deprecated-list.html +++ b/docs/java/deprecated-list.html @@ -1,52 +1,38 @@ - + - + - -Deprecated List (voyager 2.0.9 API) + - +Deprecated List (voyager 2.1.0 API) + - - - - - - - + -
      - -
      -

      Deprecated API

      Contents

      -
      - diff --git a/docs/java/element-list b/docs/java/element-list index 69afde0b..46ced86b 100644 --- a/docs/java/element-list +++ b/docs/java/element-list @@ -1,3 +1,4 @@ com.spotify.voyager com.spotify.voyager.jni +com.spotify.voyager.jni.exception com.spotify.voyager.jni.utils diff --git a/docs/java/help-doc.html b/docs/java/help-doc.html index 5b04da64..2f8a1ebf 100644 --- a/docs/java/help-doc.html +++ b/docs/java/help-doc.html @@ -1,52 +1,38 @@ - + - + - -API Help (voyager 2.0.9 API) + - +API Help (voyager 2.1.0 API) + - - - - - - - + -
      - -
      -

      How This API Document Is Organized

      This API (Application Programming Interface) document has pages corresponding to the items in the navigation bar, described as follows.
      @@ -101,148 +77,118 @@

      How This API Document Is Organized

      • -

        Overview

        -

        The Overview page is the front page of this API document and provides a list of all packages with a summary for each. This page can also contain an overall description of the set of packages.

        -
        +

        The Overview page is the front page of this API document and provides a list of all packages with a summary for each. This page can also contain an overall description of the set of packages.

      • -

        Package

        -

        Each package has a page that contains a list of its classes and interfaces, with a summary for each. These pages may contain six categories:

        +

        Each package has a page that contains a list of its classes and interfaces, with a summary for each. This page can contain six categories:

          -
        • Interfaces
          • +
        • Interfaces (italic)
        • Classes
        • Enums
        • Exceptions
        • Errors
        • Annotation Types
        -
      • -
        -

        Class or Interface

        +

        Class/Interface

        Each class, interface, nested class and nested interface has its own separate page. Each of these pages has three sections consisting of a class/interface description, summary tables, and detailed member descriptions:

          -
        • Class Inheritance Diagram
          • +
        • Class inheritance diagram
        • Direct Subclasses
        • All Known Subinterfaces
        • All Known Implementing Classes
          • -
        • Class or Interface Declaration
          • -
        • Class or Interface Description
          • +
        • Class/interface declaration
          • +
        • Class/interface description
        -
        • Nested Class Summary
        • Field Summary
          • -
        • Property Summary
        • Constructor Summary
        • Method Summary
        -
        • Field Detail
          • -
        • Property Detail
        • Constructor Detail
        • Method Detail

        Each summary entry contains the first sentence from the detailed description for that item. The summary entries are alphabetical, while the detailed descriptions are in the order they appear in the source code. This preserves the logical groupings established by the programmer.

        -
      • -

        Annotation Type

        Each annotation type has its own separate page with the following sections:

          -
        • Annotation Type Declaration
          • -
        • Annotation Type Description
          • +
        • Annotation Type declaration
          • +
        • Annotation Type description
        • Required Element Summary
        • Optional Element Summary
        • Element Detail
        -
      • -

        Enum

        Each enum has its own separate page with the following sections:

          -
        • Enum Declaration
          • -
        • Enum Description
          • +
        • Enum declaration
          • +
        • Enum description
        • Enum Constant Summary
        • Enum Constant Detail
        -
      • -

        Use

        -

        Each documented package, class and interface has its own Use page. This page describes what packages, classes, methods, constructors and fields use any part of the given class or package. Given a class or interface A, its "Use" page includes subclasses of A, fields declared as A, methods that return A, and methods and constructors with parameters of type A. You can access this page by first going to the package, class or interface, then clicking on the "Use" link in the navigation bar.

        -
        +

        Each documented package, class and interface has its own Use page. This page describes what packages, classes, methods, constructors and fields use any part of the given class or package. Given a class or interface A, its Use page includes subclasses of A, fields declared as A, methods that return A, and methods and constructors with parameters of type A. You can access this page by first going to the package, class or interface, then clicking on the "Use" link in the navigation bar.

      • -

        Tree (Class Hierarchy)

        -

        There is a Class Hierarchy page for all packages, plus a hierarchy for each package. Each hierarchy page contains a list of classes and a list of interfaces. Classes are organized by inheritance structure starting with java.lang.Object. Interfaces do not inherit from java.lang.Object.

        +

        There is a Class Hierarchy page for all packages, plus a hierarchy for each package. Each hierarchy page contains a list of classes and a list of interfaces. The classes are organized by inheritance structure starting with java.lang.Object. The interfaces do not inherit from java.lang.Object.

        • When viewing the Overview page, clicking on "Tree" displays the hierarchy for all packages.
          • -
        • When viewing a particular package, class or interface page, clicking on "Tree" displays the hierarchy for only that package.
          • +
        • When viewing a particular package, class or interface page, clicking "Tree" displays the hierarchy for only that package.
        -
      • -

        Deprecated API

        The Deprecated API page lists all of the API that have been deprecated. A deprecated API is not recommended for use, generally due to improvements, and a replacement API is usually given. Deprecated APIs may be removed in future implementations.

        -
      • -

        Index

        -

        The Index contains an alphabetic index of all classes, interfaces, constructors, methods, and fields, as well as lists of all packages and all classes.

        -
        +

        The Index contains an alphabetic list of all classes, interfaces, constructors, methods, and fields.

      • -
        -

        All Classes

        -

        The All Classes link shows all classes and interfaces except non-static nested types.

        -
        +

        Prev/Next

        +

        These links take you to the next or previous class, interface, package, or related page.

        +
        • +
      • +

        Frames/No Frames

        +

        These links show and hide the HTML frames. All pages are available with or without frames.

        +
        • +
      • +

        All Classes

        +

        The All Classes link shows all classes and interfaces except non-static nested types.

      • -

        Serialized Form

        Each serializable or externalizable class has a description of its serialization fields and methods. This information is of interest to re-implementors, not to developers using the API. While there is no link in the navigation bar, you can get to this information by going to any serialized class and clicking "Serialized Form" in the "See also" section of the class description.

        -
      • -

        Constant Field Values

        The Constant Field Values page lists the static final fields and their values.

        -
        -
        • -
      • -
        -

        Search

        -

        You can search for definitions of modules, packages, types, fields, methods and other terms defined in the API, using some or all of the name. "Camel-case" abbreviations are supported: for example, "InpStr" will find "InputStream" and "InputStreamReader".

        -
      -
      -This help file applies to API documentation generated by the standard doclet.
      -
      - diff --git a/docs/java/index-all.html b/docs/java/index-all.html index 5fd89dc9..f46f9837 100644 --- a/docs/java/index-all.html +++ b/docs/java/index-all.html @@ -1,52 +1,38 @@ - + - + - -Index (voyager 2.0.9 API) + - +Index (voyager 2.1.0 API) + - - - - - - - + -
      - -
      -
      -
      A C D E F G I J L M Q R S T U V W 
      All Classes All Packages +
      A C D E F G I J L M Q R S T U V W 

      A

      -
      addItem(float[]) - Method in class com.spotify.voyager.jni.Index
      +
      addItem(float[]) - Method in class com.spotify.voyager.jni.Index
      Add an item (a vector) to this Index.
      -
      addItem(float[], long) - Method in class com.spotify.voyager.jni.Index
      +
      addItem(float[], long) - Method in class com.spotify.voyager.jni.Index
      Add an item (a vector) to this Index with the provided identifier.
      -
      addItem(String, float[]) - Method in class com.spotify.voyager.jni.StringIndex
      +
      addItem(String, float[]) - Method in class com.spotify.voyager.jni.StringIndex
       
      -
      addItem(String, List<Float>) - Method in class com.spotify.voyager.jni.StringIndex
      +
      addItem(String, List<Float>) - Method in class com.spotify.voyager.jni.StringIndex
       
      -
      addItems(float[][], int) - Method in class com.spotify.voyager.jni.Index
      +
      addItems(float[][], int) - Method in class com.spotify.voyager.jni.Index
      Add multiple items (vectors) to this Index.
      -
      addItems(float[][], long[], int) - Method in class com.spotify.voyager.jni.Index
      +
      addItems(float[][], long[], int) - Method in class com.spotify.voyager.jni.Index
      -
      Add multiple items (vectors) to this Index.
      +
      Add multiple items (vectors) to this Index with the provided identifiers.
      -
      addItems(Map<String, List<Float>>) - Method in class com.spotify.voyager.jni.StringIndex
      +
      addItems(Map<String, List<Float>>) - Method in class com.spotify.voyager.jni.StringIndex
       
      -
      asBytes() - Method in class com.spotify.voyager.jni.Index
      +
      asBytes() - Method in class com.spotify.voyager.jni.Index
      Returns the contents of this index as an array of bytes.
      - +

      C

      -
      close() - Method in class com.spotify.voyager.jni.Index
      +
      close() - Method in class com.spotify.voyager.jni.Index
      Close this Index and release any memory held by it.
      -
      close() - Method in class com.spotify.voyager.jni.StringIndex
      +
      close() - Method in class com.spotify.voyager.jni.StringIndex
       
      com.spotify.voyager - package com.spotify.voyager
      @@ -146,14 +122,12 @@

      C

      Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
      +
      com.spotify.voyager.jni.exception - package com.spotify.voyager.jni.exception
      +
       
      com.spotify.voyager.jni.utils - package com.spotify.voyager.jni.utils
       
      -
      Cosine - com.spotify.voyager.jni.Index.SpaceType
      -
      -
      Cosine distance; i.e. normalized dot product.
      -
      - +

      D

      @@ -163,117 +137,101 @@

      D

      A list of distances from each item ID to the query vector for this query.
      - +

      E

      -
      E4M3 - com.spotify.voyager.jni.Index.StorageDataType
      -
      -
      A custom 8-bit floating point data type with range [-448, 448] and variable precision.
      -
      -
      Euclidean - com.spotify.voyager.jni.Index.SpaceType
      -
      -
      Euclidean distance, also known as L2 distance.
      -
      -
      extractBinaries(String) - Static method in class com.spotify.voyager.jni.utils.JniLibExtractor
      +
      extractBinaries(String) - Static method in class com.spotify.voyager.jni.utils.JniLibExtractor
       
      - +

      F

      -
      finalize() - Method in class com.spotify.voyager.jni.Index
      +
      finalize() - Method in class com.spotify.voyager.jni.Index
       
      -
      Float32 - com.spotify.voyager.jni.Index.StorageDataType
      -
      -
      A 32-bit floating point ("Float") data type.
      -
      -
      Float8 - com.spotify.voyager.jni.Index.StorageDataType
      -
      -
      An 8-bit floating point data type that expects all values to be on [-1, 1].
      -
      - +

      G

      -
      getDistance(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
      +
      getDistance(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
       
      -
      getDistances() - Method in class com.spotify.voyager.jni.Index.QueryResults
      +
      getDistances() - Method in class com.spotify.voyager.jni.Index.QueryResults
      Retrieve the list of distances between query vectors and item vectors for the results of this query.
      -
      getDistances() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
      +
      getDistances() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
       
      -
      getEf() - Method in class com.spotify.voyager.jni.Index
      +
      getEf() - Method in class com.spotify.voyager.jni.Index
      -
      Get the default EF ("query search depth") that will be uses when Index.query(float[], int) is called.
      +
      Get the default EF ("query search depth") that will be uses when Index.query(float[], int) is called.
      -
      getEfConstruction() - Method in class com.spotify.voyager.jni.Index
      +
      getEfConstruction() - Method in class com.spotify.voyager.jni.Index
      Get the EF Construction value used when adding new elements to this Index.
      -
      getIDs() - Method in class com.spotify.voyager.jni.Index
      +
      getIDs() - Method in class com.spotify.voyager.jni.Index
      Get the list of identifiers currently stored by this index.
      -
      getLabels() - Method in class com.spotify.voyager.jni.Index.QueryResults
      +
      getLabels() - Method in class com.spotify.voyager.jni.Index.QueryResults
      Retrieve the list of item IDs ("labels") returned by this query.
      -
      getM() - Method in class com.spotify.voyager.jni.Index
      +
      getM() - Method in class com.spotify.voyager.jni.Index
      Get the M value used when adding new elements to this Index.
      -
      getMaxElements() - Method in class com.spotify.voyager.jni.Index
      +
      getMaxElements() - Method in class com.spotify.voyager.jni.Index
      Get the maximum number of elements currently storable by this Index.
      -
      getMaxElements() - Method in class com.spotify.voyager.jni.StringIndex
      +
      getMaxElements() - Method in class com.spotify.voyager.jni.StringIndex
      Get the maximum number of elements currently storable by this Index.
      -
      getName(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
      +
      getName(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
       
      -
      getNames() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
      +
      getNames() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
       
      -
      getNumDimensions() - Method in class com.spotify.voyager.jni.Index
      +
      getNumDimensions() - Method in class com.spotify.voyager.jni.Index
      Get the number of dimensions used in this Index.
      -
      getNumElements() - Method in class com.spotify.voyager.jni.Index
      +
      getNumElements() - Method in class com.spotify.voyager.jni.Index
      Get the number of elements currently in this Index.
      -
      getNumElements() - Method in class com.spotify.voyager.jni.StringIndex
      +
      getNumElements() - Method in class com.spotify.voyager.jni.StringIndex
       
      -
      getNumResults() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
      +
      getNumResults() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
       
      -
      getNumThreads() - Method in class com.spotify.voyager.jni.Index
      +
      getNumThreads() - Method in class com.spotify.voyager.jni.Index
      Get the default number of threads used when adding multiple vectors in bulk oor when querying for multiple vectors simultaneously.
      -
      getSpace() - Method in class com.spotify.voyager.jni.Index
      +
      getSpace() - Method in class com.spotify.voyager.jni.Index
      Get the Index.SpaceType that this Index uses to store and compare vectors.
      -
      getVector(long) - Method in class com.spotify.voyager.jni.Index
      +
      getVector(long) - Method in class com.spotify.voyager.jni.Index
      Get the vector for the provided identifier.
      -
      getVector(String) - Method in class com.spotify.voyager.jni.StringIndex
      +
      getVector(String) - Method in class com.spotify.voyager.jni.StringIndex
       
      -
      getVectors(long[]) - Method in class com.spotify.voyager.jni.Index
      +
      getVectors(long[]) - Method in class com.spotify.voyager.jni.Index
      Get the vectors for a provided array of identifiers.
      - +

      I

      @@ -283,12 +241,12 @@

      I

      A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors.
      -
      Index(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.Index
      +
      Index(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.Index
      Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
      -
      Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.Index
      +
      Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.Index
      Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
      @@ -305,22 +263,18 @@

      I

      The datatype used to use when storing vectors on disk.
      -
      InnerProduct - com.spotify.voyager.jni.Index.SpaceType
      -
      -
      Inner (dot) product.
      -
      - +

      J

      JniLibExtractor - Class in com.spotify.voyager.jni.utils
       
      -
      JniLibExtractor() - Constructor for class com.spotify.voyager.jni.utils.JniLibExtractor
      +
      JniLibExtractor() - Constructor for class com.spotify.voyager.jni.utils.JniLibExtractor
       
      - +

      L

      @@ -329,134 +283,146 @@

      L

      A list of item IDs ("labels").
      -
      load(InputStream) - Static method in class com.spotify.voyager.jni.Index
      +
      load(String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
      +
      +
      Load a Voyager index file and create a new Index initialized with the data in that + file.
      +
      +
      load(String) - Static method in class com.spotify.voyager.jni.Index
      +
      +
      Load a Voyager index file and create a new Index initialized with the data in that + file.
      +
      +
      load(InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
      Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
      -
      load(InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
      +
      load(InputStream) - Static method in class com.spotify.voyager.jni.Index
      Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
      -
      load(InputStream, InputStream) - Static method in class com.spotify.voyager.jni.StringIndex
      +
      load(String, String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
      -
      Load a previously constructed index from the provided input stream.
      +
      Load a previously constructed index from the provided file location.
      -
      load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
      +
      load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
      Load a previously constructed index from the provided input streams.
      -
      load(String) - Static method in class com.spotify.voyager.jni.Index
      -
      -
      Load a Voyager index file and create a new Index initialized with the data in that - file.
      -
      -
      load(String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
      -
      -
      Load a Voyager index file and create a new Index initialized with the data in that - file.
      -
      -
      load(String, String) - Static method in class com.spotify.voyager.jni.StringIndex
      +
      load(String, String) - Static method in class com.spotify.voyager.jni.StringIndex
      Load a previously constructed index from the provided file location.
      -
      load(String, String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
      +
      load(InputStream, InputStream) - Static method in class com.spotify.voyager.jni.StringIndex
      -
      Load a previously constructed index from the provided file location.
      +
      Load a previously constructed index from the provided input stream.
      - +

      M

      -
      markDeleted(long) - Method in class com.spotify.voyager.jni.Index
      +
      markDeleted(long) - Method in class com.spotify.voyager.jni.Index
      Mark an element of the index as deleted.
      - +

      Q

      -
      query(float[][], int, int) - Method in class com.spotify.voyager.jni.Index
      -
      -
      Query this Index for approximate nearest neighbors of multiple query vectors.
      -
      -
      query(float[][], int, int, int) - Method in class com.spotify.voyager.jni.StringIndex
      +
      query(float[], int) - Method in class com.spotify.voyager.jni.Index
      -
      Query for multiple target vectors in parallel.
      +
      Query this Index for approximate nearest neighbors of a single query vector.
      -
      query(float[][], int, int, long) - Method in class com.spotify.voyager.jni.Index
      +
      query(float[][], int, int) - Method in class com.spotify.voyager.jni.Index
      Query this Index for approximate nearest neighbors of multiple query vectors.
      -
      query(float[], int) - Method in class com.spotify.voyager.jni.Index
      +
      query(float[], int, long) - Method in class com.spotify.voyager.jni.Index
      Query this Index for approximate nearest neighbors of a single query vector.
      -
      query(float[], int, int) - Method in class com.spotify.voyager.jni.StringIndex
      +
      query(float[][], int, int, long) - Method in class com.spotify.voyager.jni.Index
      +
      +
      Query this Index for approximate nearest neighbors of multiple query vectors.
      +
      +
      query(float[], int, int) - Method in class com.spotify.voyager.jni.StringIndex
      Find the nearest neighbors of the provided embedding.
      -
      query(float[], int, long) - Method in class com.spotify.voyager.jni.Index
      +
      query(float[][], int, int, int) - Method in class com.spotify.voyager.jni.StringIndex
      -
      Query this Index for approximate nearest neighbors of a single query vector.
      +
      Query for multiple target vectors in parallel.
      -
      QueryResults(long[], float[]) - Constructor for class com.spotify.voyager.jni.Index.QueryResults
      +
      QueryResults(long[], float[]) - Constructor for class com.spotify.voyager.jni.Index.QueryResults
      Instantiates a new QueryResults object, provided two identical-length arrays of labels and their corresponding distances.
      -
      QueryResults(String[], float[]) - Constructor for class com.spotify.voyager.jni.StringIndex.QueryResults
      +
      QueryResults(String[], float[]) - Constructor for class com.spotify.voyager.jni.StringIndex.QueryResults
       
      - +

      R

      -
      readStringList(InputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
      +
      readStringList(InputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
       
      -
      resizeIndex(long) - Method in class com.spotify.voyager.jni.Index
      +
      RecallException - Exception in com.spotify.voyager.jni.exception
      +
      +
      An exception indicating that the desired recall of a query cannot be achieved
      +
      +
      RecallException(String) - Constructor for exception com.spotify.voyager.jni.exception.RecallException
      +
      +
      Constructs a new RecallException with the specified detail message.
      +
      +
      RecallException(String, Throwable) - Constructor for exception com.spotify.voyager.jni.exception.RecallException
      +
      +
      Constructs a new RecallException with the specified detail message and cause.
      +
      +
      resizeIndex(long) - Method in class com.spotify.voyager.jni.Index
      Change the maximum number of elements currently storable by this Index.
      -
      resizeIndex(long) - Method in class com.spotify.voyager.jni.StringIndex
      +
      resizeIndex(long) - Method in class com.spotify.voyager.jni.StringIndex
      Change the maximum number of elements currently storable by this Index.
      - +

      S

      -
      saveIndex(OutputStream) - Method in class com.spotify.voyager.jni.Index
      -
      -
      Save this Index to the provided output stream.
      -
      -
      saveIndex(OutputStream, OutputStream) - Method in class com.spotify.voyager.jni.StringIndex
      +
      saveIndex(String) - Method in class com.spotify.voyager.jni.Index
      -
      Save the underlying HNSW index and JSON encoded names list to the provided output streams
      +
      Save this Index to a file at the provided filename.
      -
      saveIndex(String) - Method in class com.spotify.voyager.jni.Index
      +
      saveIndex(OutputStream) - Method in class com.spotify.voyager.jni.Index
      -
      Save this Index to a file at the provided filename.
      +
      Save this Index to the provided output stream.
      -
      saveIndex(String) - Method in class com.spotify.voyager.jni.StringIndex
      +
      saveIndex(String) - Method in class com.spotify.voyager.jni.StringIndex
      Save the underlying index and JSON encoded name list to the provided output directory
      -
      saveIndex(String, String, String) - Method in class com.spotify.voyager.jni.StringIndex
      +
      saveIndex(String, String, String) - Method in class com.spotify.voyager.jni.StringIndex
       
      -
      setEf(long) - Method in class com.spotify.voyager.jni.Index
      +
      saveIndex(OutputStream, OutputStream) - Method in class com.spotify.voyager.jni.StringIndex
      -
      Set the default EF ("query search depth") to use when Index.query(float[], int) is called.
      +
      Save the underlying HNSW index and JSON encoded names list to the provided output streams
      -
      setNumThreads(int) - Method in class com.spotify.voyager.jni.Index
      +
      setEf(long) - Method in class com.spotify.voyager.jni.Index
      +
      +
      Set the default EF ("query search depth") to use when Index.query(float[], int) is called.
      +
      +
      setNumThreads(int) - Method in class com.spotify.voyager.jni.Index
      Set the default number of threads to use when adding multiple vectors in bulk, or when querying for multiple vectors simultaneously.
      @@ -466,11 +432,11 @@

      S

      Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.
      -
      StringIndex(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.StringIndex
      +
      StringIndex(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.StringIndex
      Instantiate a new empty index with the specified space type and dimensionality
      -
      StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.StringIndex
      +
      StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.StringIndex
      Instantiate an empty index with the specified index parameters
      @@ -479,7 +445,7 @@

      S

      A wrapper class for nearest neighbor query results.
      - +

      T

      @@ -489,69 +455,66 @@

      T

      A dependency-free, super tiny JSON serde class that only supports reading and writing lists of strings.
      -
      TinyJson() - Constructor for class com.spotify.voyager.jni.utils.TinyJson
      +
      TinyJson() - Constructor for class com.spotify.voyager.jni.utils.TinyJson
       
      -
      toString() - Method in class com.spotify.voyager.jni.Index.QueryResults
      +
      toString() - Method in class com.spotify.voyager.jni.Index.QueryResults
       
      -
      toString() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
      +
      toString() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
       
      - +

      U

      -
      unmarkDeleted(long) - Method in class com.spotify.voyager.jni.Index
      +
      unmarkDeleted(long) - Method in class com.spotify.voyager.jni.Index
      Un-mark an element of the index as deleted, making it available again.
      - +

      V

      -
      valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.SpaceType
      +
      valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.SpaceType
      Returns the enum constant of this type with the specified name.
      -
      valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
      +
      valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
      Returns the enum constant of this type with the specified name.
      -
      values() - Static method in enum com.spotify.voyager.jni.Index.SpaceType
      +
      values() - Static method in enum com.spotify.voyager.jni.Index.SpaceType
      Returns an array containing the constants of this enum type, in the order they are declared.
      -
      values() - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
      +
      values() - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
      Returns an array containing the constants of this enum type, in the order they are declared.
      - +

      W

      -
      writeStringList(Iterable<String>, OutputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
      +
      writeStringList(Iterable<String>, OutputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
       
      -A C D E F G I J L M Q R S T U V W 
      All Classes All Packages
      -
      - diff --git a/docs/java/index.html b/docs/java/index.html index dc66bcd5..3e657bb7 100644 --- a/docs/java/index.html +++ b/docs/java/index.html @@ -1,177 +1,76 @@ - + - + - -Overview (voyager 2.0.9 API) + - - - - - - - - - - - - - - -
      - -
      -
      -
      -

      voyager 2.0.9 API

      -
      -
      - - - - - - - - - - - - - - - - - - - - -
      Packages 
      PackageDescription
      com.spotify.voyager -
      Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector - data.
      -
      com.spotify.voyager.jni -
      Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
      -
      com.spotify.voyager.jni.utils 
      -
      -
      -
      -
      ", "
      " ], - col: [ 2, "", "
      " ], - tr: [ 2, "", "
      " ], - td: [ 3, "", "
      " ], - - _default: [ 0, "", "" ] -}; - -wrapMap.tbody = wrapMap.tfoot = wrapMap.colgroup = wrapMap.caption = wrapMap.thead; -wrapMap.th = wrapMap.td; - -// Support: IE <=9 only -if ( !support.option ) { - wrapMap.optgroup = wrapMap.option = [ 1, "" ]; -} - - -function getAll( context, tag ) { - - // Support: IE <=9 - 11 only - // Use typeof to avoid zero-argument method invocation on host objects (#15151) - var ret; - - if ( typeof context.getElementsByTagName !== "undefined" ) { - ret = context.getElementsByTagName( tag || "*" ); - - } else if ( typeof context.querySelectorAll !== "undefined" ) { - ret = context.querySelectorAll( tag || "*" ); - - } else { - ret = []; - } - - if ( tag === undefined || tag && nodeName( context, tag ) ) { - return jQuery.merge( [ context ], ret ); - } - - return ret; -} - - -// Mark scripts as having already been evaluated -function setGlobalEval( elems, refElements ) { - var i = 0, - l = elems.length; - - for ( ; i < l; i++ ) { - dataPriv.set( - elems[ i ], - "globalEval", - !refElements || dataPriv.get( refElements[ i ], "globalEval" ) - ); - } -} - - -var rhtml = /<|&#?\w+;/; - -function buildFragment( elems, context, scripts, selection, ignored ) { - var elem, tmp, tag, wrap, attached, j, - fragment = context.createDocumentFragment(), - nodes = [], - i = 0, - l = elems.length; - - for ( ; i < l; i++ ) { - elem = elems[ i ]; - - if ( elem || elem === 0 ) { - - // Add nodes directly - if ( toType( elem ) === "object" ) { - - // Support: Android <=4.0 only, PhantomJS 1 only - // push.apply(_, arraylike) throws on ancient WebKit - jQuery.merge( nodes, elem.nodeType ? [ elem ] : elem ); - - // Convert non-html into a text node - } else if ( !rhtml.test( elem ) ) { - nodes.push( context.createTextNode( elem ) ); - - // Convert html into DOM nodes - } else { - tmp = tmp || fragment.appendChild( context.createElement( "div" ) ); - - // Deserialize a standard representation - tag = ( rtagName.exec( elem ) || [ "", "" ] )[ 1 ].toLowerCase(); - wrap = wrapMap[ tag ] || wrapMap._default; - tmp.innerHTML = wrap[ 1 ] + jQuery.htmlPrefilter( elem ) + wrap[ 2 ]; - - // Descend through wrappers to the right content - j = wrap[ 0 ]; - while ( j-- ) { - tmp = tmp.lastChild; - } - - // Support: Android <=4.0 only, PhantomJS 1 only - // push.apply(_, arraylike) throws on ancient WebKit - jQuery.merge( nodes, tmp.childNodes ); - - // Remember the top-level container - tmp = fragment.firstChild; - - // Ensure the created nodes are orphaned (#12392) - tmp.textContent = ""; - } - } - } - - // Remove wrapper from fragment - fragment.textContent = ""; - - i = 0; - while ( ( elem = nodes[ i++ ] ) ) { - - // Skip elements already in the context collection (trac-4087) - if ( selection && jQuery.inArray( elem, selection ) > -1 ) { - if ( ignored ) { - ignored.push( elem ); - } - continue; - } - - attached = isAttached( elem ); - - // Append to fragment - tmp = getAll( fragment.appendChild( elem ), "script" ); - - // Preserve script evaluation history - if ( attached ) { - setGlobalEval( tmp ); - } - - // Capture executables - if ( scripts ) { - j = 0; - while ( ( elem = tmp[ j++ ] ) ) { - if ( rscriptType.test( elem.type || "" ) ) { - scripts.push( elem ); - } - } - } - } - - return fragment; -} - - -var - rkeyEvent = /^key/, - rmouseEvent = /^(?:mouse|pointer|contextmenu|drag|drop)|click/, - rtypenamespace = /^([^.]*)(?:\.(.+)|)/; - -function returnTrue() { - return true; -} - -function returnFalse() { - return false; -} - -// Support: IE <=9 - 11+ -// focus() and blur() are asynchronous, except when they are no-op. -// So expect focus to be synchronous when the element is already active, -// and blur to be synchronous when the element is not already active. -// (focus and blur are always synchronous in other supported browsers, -// this just defines when we can count on it). -function expectSync( elem, type ) { - return ( elem === safeActiveElement() ) === ( type === "focus" ); -} - -// Support: IE <=9 only -// Accessing document.activeElement can throw unexpectedly -// https://bugs.jquery.com/ticket/13393 -function safeActiveElement() { - try { - return document.activeElement; - } catch ( err ) { } -} - -function on( elem, types, selector, data, fn, one ) { - var origFn, type; - - // Types can be a map of types/handlers - if ( typeof types === "object" ) { - - // ( types-Object, selector, data ) - if ( typeof selector !== "string" ) { - - // ( types-Object, data ) - data = data || selector; - selector = undefined; - } - for ( type in types ) { - on( elem, type, selector, data, types[ type ], one ); - } - return elem; - } - - if ( data == null && fn == null ) { - - // ( types, fn ) - fn = selector; - data = selector = undefined; - } else if ( fn == null ) { - if ( typeof selector === "string" ) { - - // ( types, selector, fn ) - fn = data; - data = undefined; - } else { - - // ( types, data, fn ) - fn = data; - data = selector; - selector = undefined; - } - } - if ( fn === false ) { - fn = returnFalse; - } else if ( !fn ) { - return elem; - } - - if ( one === 1 ) { - origFn = fn; - fn = function( event ) { - - // Can use an empty set, since event contains the info - jQuery().off( event ); - return origFn.apply( this, arguments ); - }; - - // Use same guid so caller can remove using origFn - fn.guid = origFn.guid || ( origFn.guid = jQuery.guid++ ); - } - return elem.each( function() { - jQuery.event.add( this, types, fn, data, selector ); - } ); -} - -/* - * Helper functions for managing events -- not part of the public interface. - * Props to Dean Edwards' addEvent library for many of the ideas. - */ -jQuery.event = { - - global: {}, - - add: function( elem, types, handler, data, selector ) { - - var handleObjIn, eventHandle, tmp, - events, t, handleObj, - special, handlers, type, namespaces, origType, - elemData = dataPriv.get( elem ); - - // Only attach events to objects that accept data - if ( !acceptData( elem ) ) { - return; - } - - // Caller can pass in an object of custom data in lieu of the handler - if ( handler.handler ) { - handleObjIn = handler; - handler = handleObjIn.handler; - selector = handleObjIn.selector; - } - - // Ensure that invalid selectors throw exceptions at attach time - // Evaluate against documentElement in case elem is a non-element node (e.g., document) - if ( selector ) { - jQuery.find.matchesSelector( documentElement, selector ); - } - - // Make sure that the handler has a unique ID, used to find/remove it later - if ( !handler.guid ) { - handler.guid = jQuery.guid++; - } - - // Init the element's event structure and main handler, if this is the first - if ( !( events = elemData.events ) ) { - events = elemData.events = Object.create( null ); - } - if ( !( eventHandle = elemData.handle ) ) { - eventHandle = elemData.handle = function( e ) { - - // Discard the second event of a jQuery.event.trigger() and - // when an event is called after a page has unloaded - return typeof jQuery !== "undefined" && jQuery.event.triggered !== e.type ? - jQuery.event.dispatch.apply( elem, arguments ) : undefined; - }; - } - - // Handle multiple events separated by a space - types = ( types || "" ).match( rnothtmlwhite ) || [ "" ]; - t = types.length; - while ( t-- ) { - tmp = rtypenamespace.exec( types[ t ] ) || []; - type = origType = tmp[ 1 ]; - namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort(); - - // There *must* be a type, no attaching namespace-only handlers - if ( !type ) { - continue; - } - - // If event changes its type, use the special event handlers for the changed type - special = jQuery.event.special[ type ] || {}; - - // If selector defined, determine special event api type, otherwise given type - type = ( selector ? special.delegateType : special.bindType ) || type; - - // Update special based on newly reset type - special = jQuery.event.special[ type ] || {}; - - // handleObj is passed to all event handlers - handleObj = jQuery.extend( { - type: type, - origType: origType, - data: data, - handler: handler, - guid: handler.guid, - selector: selector, - needsContext: selector && jQuery.expr.match.needsContext.test( selector ), - namespace: namespaces.join( "." ) - }, handleObjIn ); - - // Init the event handler queue if we're the first - if ( !( handlers = events[ type ] ) ) { - handlers = events[ type ] = []; - handlers.delegateCount = 0; - - // Only use addEventListener if the special events handler returns false - if ( !special.setup || - special.setup.call( elem, data, namespaces, eventHandle ) === false ) { - - if ( elem.addEventListener ) { - elem.addEventListener( type, eventHandle ); - } - } - } - - if ( special.add ) { - special.add.call( elem, handleObj ); - - if ( !handleObj.handler.guid ) { - handleObj.handler.guid = handler.guid; - } - } - - // Add to the element's handler list, delegates in front - if ( selector ) { - handlers.splice( handlers.delegateCount++, 0, handleObj ); - } else { - handlers.push( handleObj ); - } - - // Keep track of which events have ever been used, for event optimization - jQuery.event.global[ type ] = true; - } - - }, - - // Detach an event or set of events from an element - remove: function( elem, types, handler, selector, mappedTypes ) { - - var j, origCount, tmp, - events, t, handleObj, - special, handlers, type, namespaces, origType, - elemData = dataPriv.hasData( elem ) && dataPriv.get( elem ); - - if ( !elemData || !( events = elemData.events ) ) { - return; - } - - // Once for each type.namespace in types; type may be omitted - types = ( types || "" ).match( rnothtmlwhite ) || [ "" ]; - t = types.length; - while ( t-- ) { - tmp = rtypenamespace.exec( types[ t ] ) || []; - type = origType = tmp[ 1 ]; - namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort(); - - // Unbind all events (on this namespace, if provided) for the element - if ( !type ) { - for ( type in events ) { - jQuery.event.remove( elem, type + types[ t ], handler, selector, true ); - } - continue; - } - - special = jQuery.event.special[ type ] || {}; - type = ( selector ? special.delegateType : special.bindType ) || type; - handlers = events[ type ] || []; - tmp = tmp[ 2 ] && - new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ); - - // Remove matching events - origCount = j = handlers.length; - while ( j-- ) { - handleObj = handlers[ j ]; - - if ( ( mappedTypes || origType === handleObj.origType ) && - ( !handler || handler.guid === handleObj.guid ) && - ( !tmp || tmp.test( handleObj.namespace ) ) && - ( !selector || selector === handleObj.selector || - selector === "**" && handleObj.selector ) ) { - handlers.splice( j, 1 ); - - if ( handleObj.selector ) { - handlers.delegateCount--; - } - if ( special.remove ) { - special.remove.call( elem, handleObj ); - } - } - } - - // Remove generic event handler if we removed something and no more handlers exist - // (avoids potential for endless recursion during removal of special event handlers) - if ( origCount && !handlers.length ) { - if ( !special.teardown || - special.teardown.call( elem, namespaces, elemData.handle ) === false ) { - - jQuery.removeEvent( elem, type, elemData.handle ); - } - - delete events[ type ]; - } - } - - // Remove data and the expando if it's no longer used - if ( jQuery.isEmptyObject( events ) ) { - dataPriv.remove( elem, "handle events" ); - } - }, - - dispatch: function( nativeEvent ) { - - var i, j, ret, matched, handleObj, handlerQueue, - args = new Array( arguments.length ), - - // Make a writable jQuery.Event from the native event object - event = jQuery.event.fix( nativeEvent ), - - handlers = ( - dataPriv.get( this, "events" ) || Object.create( null ) - )[ event.type ] || [], - special = jQuery.event.special[ event.type ] || {}; - - // Use the fix-ed jQuery.Event rather than the (read-only) native event - args[ 0 ] = event; - - for ( i = 1; i < arguments.length; i++ ) { - args[ i ] = arguments[ i ]; - } - - event.delegateTarget = this; - - // Call the preDispatch hook for the mapped type, and let it bail if desired - if ( special.preDispatch && special.preDispatch.call( this, event ) === false ) { - return; - } - - // Determine handlers - handlerQueue = jQuery.event.handlers.call( this, event, handlers ); - - // Run delegates first; they may want to stop propagation beneath us - i = 0; - while ( ( matched = handlerQueue[ i++ ] ) && !event.isPropagationStopped() ) { - event.currentTarget = matched.elem; - - j = 0; - while ( ( handleObj = matched.handlers[ j++ ] ) && - !event.isImmediatePropagationStopped() ) { - - // If the event is namespaced, then each handler is only invoked if it is - // specially universal or its namespaces are a superset of the event's. - if ( !event.rnamespace || handleObj.namespace === false || - event.rnamespace.test( handleObj.namespace ) ) { - - event.handleObj = handleObj; - event.data = handleObj.data; - - ret = ( ( jQuery.event.special[ handleObj.origType ] || {} ).handle || - handleObj.handler ).apply( matched.elem, args ); - - if ( ret !== undefined ) { - if ( ( event.result = ret ) === false ) { - event.preventDefault(); - event.stopPropagation(); - } - } - } - } - } - - // Call the postDispatch hook for the mapped type - if ( special.postDispatch ) { - special.postDispatch.call( this, event ); - } - - return event.result; - }, - - handlers: function( event, handlers ) { - var i, handleObj, sel, matchedHandlers, matchedSelectors, - handlerQueue = [], - delegateCount = handlers.delegateCount, - cur = event.target; - - // Find delegate handlers - if ( delegateCount && - - // Support: IE <=9 - // Black-hole SVG instance trees (trac-13180) - cur.nodeType && - - // Support: Firefox <=42 - // Suppress spec-violating clicks indicating a non-primary pointer button (trac-3861) - // https://www.w3.org/TR/DOM-Level-3-Events/#event-type-click - // Support: IE 11 only - // ...but not arrow key "clicks" of radio inputs, which can have `button` -1 (gh-2343) - !( event.type === "click" && event.button >= 1 ) ) { - - for ( ; cur !== this; cur = cur.parentNode || this ) { - - // Don't check non-elements (#13208) - // Don't process clicks on disabled elements (#6911, #8165, #11382, #11764) - if ( cur.nodeType === 1 && !( event.type === "click" && cur.disabled === true ) ) { - matchedHandlers = []; - matchedSelectors = {}; - for ( i = 0; i < delegateCount; i++ ) { - handleObj = handlers[ i ]; - - // Don't conflict with Object.prototype properties (#13203) - sel = handleObj.selector + " "; - - if ( matchedSelectors[ sel ] === undefined ) { - matchedSelectors[ sel ] = handleObj.needsContext ? - jQuery( sel, this ).index( cur ) > -1 : - jQuery.find( sel, this, null, [ cur ] ).length; - } - if ( matchedSelectors[ sel ] ) { - matchedHandlers.push( handleObj ); - } - } - if ( matchedHandlers.length ) { - handlerQueue.push( { elem: cur, handlers: matchedHandlers } ); - } - } - } - } - - // Add the remaining (directly-bound) handlers - cur = this; - if ( delegateCount < handlers.length ) { - handlerQueue.push( { elem: cur, handlers: handlers.slice( delegateCount ) } ); - } - - return handlerQueue; - }, - - addProp: function( name, hook ) { - Object.defineProperty( jQuery.Event.prototype, name, { - enumerable: true, - configurable: true, - - get: isFunction( hook ) ? - function() { - if ( this.originalEvent ) { - return hook( this.originalEvent ); - } - } : - function() { - if ( this.originalEvent ) { - return this.originalEvent[ name ]; - } - }, - - set: function( value ) { - Object.defineProperty( this, name, { - enumerable: true, - configurable: true, - writable: true, - value: value - } ); - } - } ); - }, - - fix: function( originalEvent ) { - return originalEvent[ jQuery.expando ] ? - originalEvent : - new jQuery.Event( originalEvent ); - }, - - special: { - load: { - - // Prevent triggered image.load events from bubbling to window.load - noBubble: true - }, - click: { - - // Utilize native event to ensure correct state for checkable inputs - setup: function( data ) { - - // For mutual compressibility with _default, replace `this` access with a local var. - // `|| data` is dead code meant only to preserve the variable through minification. - var el = this || data; - - // Claim the first handler - if ( rcheckableType.test( el.type ) && - el.click && nodeName( el, "input" ) ) { - - // dataPriv.set( el, "click", ... ) - leverageNative( el, "click", returnTrue ); - } - - // Return false to allow normal processing in the caller - return false; - }, - trigger: function( data ) { - - // For mutual compressibility with _default, replace `this` access with a local var. - // `|| data` is dead code meant only to preserve the variable through minification. - var el = this || data; - - // Force setup before triggering a click - if ( rcheckableType.test( el.type ) && - el.click && nodeName( el, "input" ) ) { - - leverageNative( el, "click" ); - } - - // Return non-false to allow normal event-path propagation - return true; - }, - - // For cross-browser consistency, suppress native .click() on links - // Also prevent it if we're currently inside a leveraged native-event stack - _default: function( event ) { - var target = event.target; - return rcheckableType.test( target.type ) && - target.click && nodeName( target, "input" ) && - dataPriv.get( target, "click" ) || - nodeName( target, "a" ); - } - }, - - beforeunload: { - postDispatch: function( event ) { - - // Support: Firefox 20+ - // Firefox doesn't alert if the returnValue field is not set. - if ( event.result !== undefined && event.originalEvent ) { - event.originalEvent.returnValue = event.result; - } - } - } - } -}; - -// Ensure the presence of an event listener that handles manually-triggered -// synthetic events by interrupting progress until reinvoked in response to -// *native* events that it fires directly, ensuring that state changes have -// already occurred before other listeners are invoked. -function leverageNative( el, type, expectSync ) { - - // Missing expectSync indicates a trigger call, which must force setup through jQuery.event.add - if ( !expectSync ) { - if ( dataPriv.get( el, type ) === undefined ) { - jQuery.event.add( el, type, returnTrue ); - } - return; - } - - // Register the controller as a special universal handler for all event namespaces - dataPriv.set( el, type, false ); - jQuery.event.add( el, type, { - namespace: false, - handler: function( event ) { - var notAsync, result, - saved = dataPriv.get( this, type ); - - if ( ( event.isTrigger & 1 ) && this[ type ] ) { - - // Interrupt processing of the outer synthetic .trigger()ed event - // Saved data should be false in such cases, but might be a leftover capture object - // from an async native handler (gh-4350) - if ( !saved.length ) { - - // Store arguments for use when handling the inner native event - // There will always be at least one argument (an event object), so this array - // will not be confused with a leftover capture object. - saved = slice.call( arguments ); - dataPriv.set( this, type, saved ); - - // Trigger the native event and capture its result - // Support: IE <=9 - 11+ - // focus() and blur() are asynchronous - notAsync = expectSync( this, type ); - this[ type ](); - result = dataPriv.get( this, type ); - if ( saved !== result || notAsync ) { - dataPriv.set( this, type, false ); - } else { - result = {}; - } - if ( saved !== result ) { - - // Cancel the outer synthetic event - event.stopImmediatePropagation(); - event.preventDefault(); - return result.value; - } - - // If this is an inner synthetic event for an event with a bubbling surrogate - // (focus or blur), assume that the surrogate already propagated from triggering the - // native event and prevent that from happening again here. - // This technically gets the ordering wrong w.r.t. to `.trigger()` (in which the - // bubbling surrogate propagates *after* the non-bubbling base), but that seems - // less bad than duplication. - } else if ( ( jQuery.event.special[ type ] || {} ).delegateType ) { - event.stopPropagation(); - } - - // If this is a native event triggered above, everything is now in order - // Fire an inner synthetic event with the original arguments - } else if ( saved.length ) { - - // ...and capture the result - dataPriv.set( this, type, { - value: jQuery.event.trigger( - - // Support: IE <=9 - 11+ - // Extend with the prototype to reset the above stopImmediatePropagation() - jQuery.extend( saved[ 0 ], jQuery.Event.prototype ), - saved.slice( 1 ), - this - ) - } ); - - // Abort handling of the native event - event.stopImmediatePropagation(); - } - } - } ); -} - -jQuery.removeEvent = function( elem, type, handle ) { - - // This "if" is needed for plain objects - if ( elem.removeEventListener ) { - elem.removeEventListener( type, handle ); - } -}; - -jQuery.Event = function( src, props ) { - - // Allow instantiation without the 'new' keyword - if ( !( this instanceof jQuery.Event ) ) { - return new jQuery.Event( src, props ); - } - - // Event object - if ( src && src.type ) { - this.originalEvent = src; - this.type = src.type; - - // Events bubbling up the document may have been marked as prevented - // by a handler lower down the tree; reflect the correct value. - this.isDefaultPrevented = src.defaultPrevented || - src.defaultPrevented === undefined && - - // Support: Android <=2.3 only - src.returnValue === false ? - returnTrue : - returnFalse; - - // Create target properties - // Support: Safari <=6 - 7 only - // Target should not be a text node (#504, #13143) - this.target = ( src.target && src.target.nodeType === 3 ) ? - src.target.parentNode : - src.target; - - this.currentTarget = src.currentTarget; - this.relatedTarget = src.relatedTarget; - - // Event type - } else { - this.type = src; - } - - // Put explicitly provided properties onto the event object - if ( props ) { - jQuery.extend( this, props ); - } - - // Create a timestamp if incoming event doesn't have one - this.timeStamp = src && src.timeStamp || Date.now(); - - // Mark it as fixed - this[ jQuery.expando ] = true; -}; - -// jQuery.Event is based on DOM3 Events as specified by the ECMAScript Language Binding -// https://www.w3.org/TR/2003/WD-DOM-Level-3-Events-20030331/ecma-script-binding.html -jQuery.Event.prototype = { - constructor: jQuery.Event, - isDefaultPrevented: returnFalse, - isPropagationStopped: returnFalse, - isImmediatePropagationStopped: returnFalse, - isSimulated: false, - - preventDefault: function() { - var e = this.originalEvent; - - this.isDefaultPrevented = returnTrue; - - if ( e && !this.isSimulated ) { - e.preventDefault(); - } - }, - stopPropagation: function() { - var e = this.originalEvent; - - this.isPropagationStopped = returnTrue; - - if ( e && !this.isSimulated ) { - e.stopPropagation(); - } - }, - stopImmediatePropagation: function() { - var e = this.originalEvent; - - this.isImmediatePropagationStopped = returnTrue; - - if ( e && !this.isSimulated ) { - e.stopImmediatePropagation(); - } - - this.stopPropagation(); - } -}; - -// Includes all common event props including KeyEvent and MouseEvent specific props -jQuery.each( { - altKey: true, - bubbles: true, - cancelable: true, - changedTouches: true, - ctrlKey: true, - detail: true, - eventPhase: true, - metaKey: true, - pageX: true, - pageY: true, - shiftKey: true, - view: true, - "char": true, - code: true, - charCode: true, - key: true, - keyCode: true, - button: true, - buttons: true, - clientX: true, - clientY: true, - offsetX: true, - offsetY: true, - pointerId: true, - pointerType: true, - screenX: true, - screenY: true, - targetTouches: true, - toElement: true, - touches: true, - - which: function( event ) { - var button = event.button; - - // Add which for key events - if ( event.which == null && rkeyEvent.test( event.type ) ) { - return event.charCode != null ? event.charCode : event.keyCode; - } - - // Add which for click: 1 === left; 2 === middle; 3 === right - if ( !event.which && button !== undefined && rmouseEvent.test( event.type ) ) { - if ( button & 1 ) { - return 1; - } - - if ( button & 2 ) { - return 3; - } - - if ( button & 4 ) { - return 2; - } - - return 0; - } - - return event.which; - } -}, jQuery.event.addProp ); - -jQuery.each( { focus: "focusin", blur: "focusout" }, function( type, delegateType ) { - jQuery.event.special[ type ] = { - - // Utilize native event if possible so blur/focus sequence is correct - setup: function() { - - // Claim the first handler - // dataPriv.set( this, "focus", ... ) - // dataPriv.set( this, "blur", ... ) - leverageNative( this, type, expectSync ); - - // Return false to allow normal processing in the caller - return false; - }, - trigger: function() { - - // Force setup before trigger - leverageNative( this, type ); - - // Return non-false to allow normal event-path propagation - return true; - }, - - delegateType: delegateType - }; -} ); - -// Create mouseenter/leave events using mouseover/out and event-time checks -// so that event delegation works in jQuery. -// Do the same for pointerenter/pointerleave and pointerover/pointerout -// -// Support: Safari 7 only -// Safari sends mouseenter too often; see: -// https://bugs.chromium.org/p/chromium/issues/detail?id=470258 -// for the description of the bug (it existed in older Chrome versions as well). -jQuery.each( { - mouseenter: "mouseover", - mouseleave: "mouseout", - pointerenter: "pointerover", - pointerleave: "pointerout" -}, function( orig, fix ) { - jQuery.event.special[ orig ] = { - delegateType: fix, - bindType: fix, - - handle: function( event ) { - var ret, - target = this, - related = event.relatedTarget, - handleObj = event.handleObj; - - // For mouseenter/leave call the handler if related is outside the target. - // NB: No relatedTarget if the mouse left/entered the browser window - if ( !related || ( related !== target && !jQuery.contains( target, related ) ) ) { - event.type = handleObj.origType; - ret = handleObj.handler.apply( this, arguments ); - event.type = fix; - } - return ret; - } - }; -} ); - -jQuery.fn.extend( { - - on: function( types, selector, data, fn ) { - return on( this, types, selector, data, fn ); - }, - one: function( types, selector, data, fn ) { - return on( this, types, selector, data, fn, 1 ); - }, - off: function( types, selector, fn ) { - var handleObj, type; - if ( types && types.preventDefault && types.handleObj ) { - - // ( event ) dispatched jQuery.Event - handleObj = types.handleObj; - jQuery( types.delegateTarget ).off( - handleObj.namespace ? - handleObj.origType + "." + handleObj.namespace : - handleObj.origType, - handleObj.selector, - handleObj.handler - ); - return this; - } - if ( typeof types === "object" ) { - - // ( types-object [, selector] ) - for ( type in types ) { - this.off( type, selector, types[ type ] ); - } - return this; - } - if ( selector === false || typeof selector === "function" ) { - - // ( types [, fn] ) - fn = selector; - selector = undefined; - } - if ( fn === false ) { - fn = returnFalse; - } - return this.each( function() { - jQuery.event.remove( this, types, fn, selector ); - } ); - } -} ); - - -var - - // Support: IE <=10 - 11, Edge 12 - 13 only - // In IE/Edge using regex groups here causes severe slowdowns. - // See https://connect.microsoft.com/IE/feedback/details/1736512/ - rnoInnerhtml = /\s*$/g; - -// Prefer a tbody over its parent table for containing new rows -function manipulationTarget( elem, content ) { - if ( nodeName( elem, "table" ) && - nodeName( content.nodeType !== 11 ? content : content.firstChild, "tr" ) ) { - - return jQuery( elem ).children( "tbody" )[ 0 ] || elem; - } - - return elem; -} - -// Replace/restore the type attribute of script elements for safe DOM manipulation -function disableScript( elem ) { - elem.type = ( elem.getAttribute( "type" ) !== null ) + "/" + elem.type; - return elem; -} -function restoreScript( elem ) { - if ( ( elem.type || "" ).slice( 0, 5 ) === "true/" ) { - elem.type = elem.type.slice( 5 ); - } else { - elem.removeAttribute( "type" ); - } - - return elem; -} - -function cloneCopyEvent( src, dest ) { - var i, l, type, pdataOld, udataOld, udataCur, events; - - if ( dest.nodeType !== 1 ) { - return; - } - - // 1. Copy private data: events, handlers, etc. - if ( dataPriv.hasData( src ) ) { - pdataOld = dataPriv.get( src ); - events = pdataOld.events; - - if ( events ) { - dataPriv.remove( dest, "handle events" ); - - for ( type in events ) { - for ( i = 0, l = events[ type ].length; i < l; i++ ) { - jQuery.event.add( dest, type, events[ type ][ i ] ); - } - } - } - } - - // 2. Copy user data - if ( dataUser.hasData( src ) ) { - udataOld = dataUser.access( src ); - udataCur = jQuery.extend( {}, udataOld ); - - dataUser.set( dest, udataCur ); - } -} - -// Fix IE bugs, see support tests -function fixInput( src, dest ) { - var nodeName = dest.nodeName.toLowerCase(); - - // Fails to persist the checked state of a cloned checkbox or radio button. - if ( nodeName === "input" && rcheckableType.test( src.type ) ) { - dest.checked = src.checked; - - // Fails to return the selected option to the default selected state when cloning options - } else if ( nodeName === "input" || nodeName === "textarea" ) { - dest.defaultValue = src.defaultValue; - } -} - -function domManip( collection, args, callback, ignored ) { - - // Flatten any nested arrays - args = flat( args ); - - var fragment, first, scripts, hasScripts, node, doc, - i = 0, - l = collection.length, - iNoClone = l - 1, - value = args[ 0 ], - valueIsFunction = isFunction( value ); - - // We can't cloneNode fragments that contain checked, in WebKit - if ( valueIsFunction || - ( l > 1 && typeof value === "string" && - !support.checkClone && rchecked.test( value ) ) ) { - return collection.each( function( index ) { - var self = collection.eq( index ); - if ( valueIsFunction ) { - args[ 0 ] = value.call( this, index, self.html() ); - } - domManip( self, args, callback, ignored ); - } ); - } - - if ( l ) { - fragment = buildFragment( args, collection[ 0 ].ownerDocument, false, collection, ignored ); - first = fragment.firstChild; - - if ( fragment.childNodes.length === 1 ) { - fragment = first; - } - - // Require either new content or an interest in ignored elements to invoke the callback - if ( first || ignored ) { - scripts = jQuery.map( getAll( fragment, "script" ), disableScript ); - hasScripts = scripts.length; - - // Use the original fragment for the last item - // instead of the first because it can end up - // being emptied incorrectly in certain situations (#8070). - for ( ; i < l; i++ ) { - node = fragment; - - if ( i !== iNoClone ) { - node = jQuery.clone( node, true, true ); - - // Keep references to cloned scripts for later restoration - if ( hasScripts ) { - - // Support: Android <=4.0 only, PhantomJS 1 only - // push.apply(_, arraylike) throws on ancient WebKit - jQuery.merge( scripts, getAll( node, "script" ) ); - } - } - - callback.call( collection[ i ], node, i ); - } - - if ( hasScripts ) { - doc = scripts[ scripts.length - 1 ].ownerDocument; - - // Reenable scripts - jQuery.map( scripts, restoreScript ); - - // Evaluate executable scripts on first document insertion - for ( i = 0; i < hasScripts; i++ ) { - node = scripts[ i ]; - if ( rscriptType.test( node.type || "" ) && - !dataPriv.access( node, "globalEval" ) && - jQuery.contains( doc, node ) ) { - - if ( node.src && ( node.type || "" ).toLowerCase() !== "module" ) { - - // Optional AJAX dependency, but won't run scripts if not present - if ( jQuery._evalUrl && !node.noModule ) { - jQuery._evalUrl( node.src, { - nonce: node.nonce || node.getAttribute( "nonce" ) - }, doc ); - } - } else { - DOMEval( node.textContent.replace( rcleanScript, "" ), node, doc ); - } - } - } - } - } - } - - return collection; -} - -function remove( elem, selector, keepData ) { - var node, - nodes = selector ? jQuery.filter( selector, elem ) : elem, - i = 0; - - for ( ; ( node = nodes[ i ] ) != null; i++ ) { - if ( !keepData && node.nodeType === 1 ) { - jQuery.cleanData( getAll( node ) ); - } - - if ( node.parentNode ) { - if ( keepData && isAttached( node ) ) { - setGlobalEval( getAll( node, "script" ) ); - } - node.parentNode.removeChild( node ); - } - } - - return elem; -} - -jQuery.extend( { - htmlPrefilter: function( html ) { - return html; - }, - - clone: function( elem, dataAndEvents, deepDataAndEvents ) { - var i, l, srcElements, destElements, - clone = elem.cloneNode( true ), - inPage = isAttached( elem ); - - // Fix IE cloning issues - if ( !support.noCloneChecked && ( elem.nodeType === 1 || elem.nodeType === 11 ) && - !jQuery.isXMLDoc( elem ) ) { - - // We eschew Sizzle here for performance reasons: https://jsperf.com/getall-vs-sizzle/2 - destElements = getAll( clone ); - srcElements = getAll( elem ); - - for ( i = 0, l = srcElements.length; i < l; i++ ) { - fixInput( srcElements[ i ], destElements[ i ] ); - } - } - - // Copy the events from the original to the clone - if ( dataAndEvents ) { - if ( deepDataAndEvents ) { - srcElements = srcElements || getAll( elem ); - destElements = destElements || getAll( clone ); - - for ( i = 0, l = srcElements.length; i < l; i++ ) { - cloneCopyEvent( srcElements[ i ], destElements[ i ] ); - } - } else { - cloneCopyEvent( elem, clone ); - } - } - - // Preserve script evaluation history - destElements = getAll( clone, "script" ); - if ( destElements.length > 0 ) { - setGlobalEval( destElements, !inPage && getAll( elem, "script" ) ); - } - - // Return the cloned set - return clone; - }, - - cleanData: function( elems ) { - var data, elem, type, - special = jQuery.event.special, - i = 0; - - for ( ; ( elem = elems[ i ] ) !== undefined; i++ ) { - if ( acceptData( elem ) ) { - if ( ( data = elem[ dataPriv.expando ] ) ) { - if ( data.events ) { - for ( type in data.events ) { - if ( special[ type ] ) { - jQuery.event.remove( elem, type ); - - // This is a shortcut to avoid jQuery.event.remove's overhead - } else { - jQuery.removeEvent( elem, type, data.handle ); - } - } - } - - // Support: Chrome <=35 - 45+ - // Assign undefined instead of using delete, see Data#remove - elem[ dataPriv.expando ] = undefined; - } - if ( elem[ dataUser.expando ] ) { - - // Support: Chrome <=35 - 45+ - // Assign undefined instead of using delete, see Data#remove - elem[ dataUser.expando ] = undefined; - } - } - } - } -} ); - -jQuery.fn.extend( { - detach: function( selector ) { - return remove( this, selector, true ); - }, - - remove: function( selector ) { - return remove( this, selector ); - }, - - text: function( value ) { - return access( this, function( value ) { - return value === undefined ? - jQuery.text( this ) : - this.empty().each( function() { - if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { - this.textContent = value; - } - } ); - }, null, value, arguments.length ); - }, - - append: function() { - return domManip( this, arguments, function( elem ) { - if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { - var target = manipulationTarget( this, elem ); - target.appendChild( elem ); - } - } ); - }, - - prepend: function() { - return domManip( this, arguments, function( elem ) { - if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { - var target = manipulationTarget( this, elem ); - target.insertBefore( elem, target.firstChild ); - } - } ); - }, - - before: function() { - return domManip( this, arguments, function( elem ) { - if ( this.parentNode ) { - this.parentNode.insertBefore( elem, this ); - } - } ); - }, - - after: function() { - return domManip( this, arguments, function( elem ) { - if ( this.parentNode ) { - this.parentNode.insertBefore( elem, this.nextSibling ); - } - } ); - }, - - empty: function() { - var elem, - i = 0; - - for ( ; ( elem = this[ i ] ) != null; i++ ) { - if ( elem.nodeType === 1 ) { - - // Prevent memory leaks - jQuery.cleanData( getAll( elem, false ) ); - - // Remove any remaining nodes - elem.textContent = ""; - } - } - - return this; - }, - - clone: function( dataAndEvents, deepDataAndEvents ) { - dataAndEvents = dataAndEvents == null ? false : dataAndEvents; - deepDataAndEvents = deepDataAndEvents == null ? dataAndEvents : deepDataAndEvents; - - return this.map( function() { - return jQuery.clone( this, dataAndEvents, deepDataAndEvents ); - } ); - }, - - html: function( value ) { - return access( this, function( value ) { - var elem = this[ 0 ] || {}, - i = 0, - l = this.length; - - if ( value === undefined && elem.nodeType === 1 ) { - return elem.innerHTML; - } - - // See if we can take a shortcut and just use innerHTML - if ( typeof value === "string" && !rnoInnerhtml.test( value ) && - !wrapMap[ ( rtagName.exec( value ) || [ "", "" ] )[ 1 ].toLowerCase() ] ) { - - value = jQuery.htmlPrefilter( value ); - - try { - for ( ; i < l; i++ ) { - elem = this[ i ] || {}; - - // Remove element nodes and prevent memory leaks - if ( elem.nodeType === 1 ) { - jQuery.cleanData( getAll( elem, false ) ); - elem.innerHTML = value; - } - } - - elem = 0; - - // If using innerHTML throws an exception, use the fallback method - } catch ( e ) {} - } - - if ( elem ) { - this.empty().append( value ); - } - }, null, value, arguments.length ); - }, - - replaceWith: function() { - var ignored = []; - - // Make the changes, replacing each non-ignored context element with the new content - return domManip( this, arguments, function( elem ) { - var parent = this.parentNode; - - if ( jQuery.inArray( this, ignored ) < 0 ) { - jQuery.cleanData( getAll( this ) ); - if ( parent ) { - parent.replaceChild( elem, this ); - } - } - - // Force callback invocation - }, ignored ); - } -} ); - -jQuery.each( { - appendTo: "append", - prependTo: "prepend", - insertBefore: "before", - insertAfter: "after", - replaceAll: "replaceWith" -}, function( name, original ) { - jQuery.fn[ name ] = function( selector ) { - var elems, - ret = [], - insert = jQuery( selector ), - last = insert.length - 1, - i = 0; - - for ( ; i <= last; i++ ) { - elems = i === last ? this : this.clone( true ); - jQuery( insert[ i ] )[ original ]( elems ); - - // Support: Android <=4.0 only, PhantomJS 1 only - // .get() because push.apply(_, arraylike) throws on ancient WebKit - push.apply( ret, elems.get() ); - } - - return this.pushStack( ret ); - }; -} ); -var rnumnonpx = new RegExp( "^(" + pnum + ")(?!px)[a-z%]+$", "i" ); - -var getStyles = function( elem ) { - - // Support: IE <=11 only, Firefox <=30 (#15098, #14150) - // IE throws on elements created in popups - // FF meanwhile throws on frame elements through "defaultView.getComputedStyle" - var view = elem.ownerDocument.defaultView; - - if ( !view || !view.opener ) { - view = window; - } - - return view.getComputedStyle( elem ); - }; - -var swap = function( elem, options, callback ) { - var ret, name, - old = {}; - - // Remember the old values, and insert the new ones - for ( name in options ) { - old[ name ] = elem.style[ name ]; - elem.style[ name ] = options[ name ]; - } - - ret = callback.call( elem ); - - // Revert the old values - for ( name in options ) { - elem.style[ name ] = old[ name ]; - } - - return ret; -}; - - -var rboxStyle = new RegExp( cssExpand.join( "|" ), "i" ); - - - -( function() { - - // Executing both pixelPosition & boxSizingReliable tests require only one layout - // so they're executed at the same time to save the second computation. - function computeStyleTests() { - - // This is a singleton, we need to execute it only once - if ( !div ) { - return; - } - - container.style.cssText = "position:absolute;left:-11111px;width:60px;" + - "margin-top:1px;padding:0;border:0"; - div.style.cssText = - "position:relative;display:block;box-sizing:border-box;overflow:scroll;" + - "margin:auto;border:1px;padding:1px;" + - "width:60%;top:1%"; - documentElement.appendChild( container ).appendChild( div ); - - var divStyle = window.getComputedStyle( div ); - pixelPositionVal = divStyle.top !== "1%"; - - // Support: Android 4.0 - 4.3 only, Firefox <=3 - 44 - reliableMarginLeftVal = roundPixelMeasures( divStyle.marginLeft ) === 12; - - // Support: Android 4.0 - 4.3 only, Safari <=9.1 - 10.1, iOS <=7.0 - 9.3 - // Some styles come back with percentage values, even though they shouldn't - div.style.right = "60%"; - pixelBoxStylesVal = roundPixelMeasures( divStyle.right ) === 36; - - // Support: IE 9 - 11 only - // Detect misreporting of content dimensions for box-sizing:border-box elements - boxSizingReliableVal = roundPixelMeasures( divStyle.width ) === 36; - - // Support: IE 9 only - // Detect overflow:scroll screwiness (gh-3699) - // Support: Chrome <=64 - // Don't get tricked when zoom affects offsetWidth (gh-4029) - div.style.position = "absolute"; - scrollboxSizeVal = roundPixelMeasures( div.offsetWidth / 3 ) === 12; - - documentElement.removeChild( container ); - - // Nullify the div so it wouldn't be stored in the memory and - // it will also be a sign that checks already performed - div = null; - } - - function roundPixelMeasures( measure ) { - return Math.round( parseFloat( measure ) ); - } - - var pixelPositionVal, boxSizingReliableVal, scrollboxSizeVal, pixelBoxStylesVal, - reliableTrDimensionsVal, reliableMarginLeftVal, - container = document.createElement( "div" ), - div = document.createElement( "div" ); - - // Finish early in limited (non-browser) environments - if ( !div.style ) { - return; - } - - // Support: IE <=9 - 11 only - // Style of cloned element affects source element cloned (#8908) - div.style.backgroundClip = "content-box"; - div.cloneNode( true ).style.backgroundClip = ""; - support.clearCloneStyle = div.style.backgroundClip === "content-box"; - - jQuery.extend( support, { - boxSizingReliable: function() { - computeStyleTests(); - return boxSizingReliableVal; - }, - pixelBoxStyles: function() { - computeStyleTests(); - return pixelBoxStylesVal; - }, - pixelPosition: function() { - computeStyleTests(); - return pixelPositionVal; - }, - reliableMarginLeft: function() { - computeStyleTests(); - return reliableMarginLeftVal; - }, - scrollboxSize: function() { - computeStyleTests(); - return scrollboxSizeVal; - }, - - // Support: IE 9 - 11+, Edge 15 - 18+ - // IE/Edge misreport `getComputedStyle` of table rows with width/height - // set in CSS while `offset*` properties report correct values. - // Behavior in IE 9 is more subtle than in newer versions & it passes - // some versions of this test; make sure not to make it pass there! - reliableTrDimensions: function() { - var table, tr, trChild, trStyle; - if ( reliableTrDimensionsVal == null ) { - table = document.createElement( "table" ); - tr = document.createElement( "tr" ); - trChild = document.createElement( "div" ); - - table.style.cssText = "position:absolute;left:-11111px"; - tr.style.height = "1px"; - trChild.style.height = "9px"; - - documentElement - .appendChild( table ) - .appendChild( tr ) - .appendChild( trChild ); - - trStyle = window.getComputedStyle( tr ); - reliableTrDimensionsVal = parseInt( trStyle.height ) > 3; - - documentElement.removeChild( table ); - } - return reliableTrDimensionsVal; - } - } ); -} )(); - - -function curCSS( elem, name, computed ) { - var width, minWidth, maxWidth, ret, - - // Support: Firefox 51+ - // Retrieving style before computed somehow - // fixes an issue with getting wrong values - // on detached elements - style = elem.style; - - computed = computed || getStyles( elem ); - - // getPropertyValue is needed for: - // .css('filter') (IE 9 only, #12537) - // .css('--customProperty) (#3144) - if ( computed ) { - ret = computed.getPropertyValue( name ) || computed[ name ]; - - if ( ret === "" && !isAttached( elem ) ) { - ret = jQuery.style( elem, name ); - } - - // A tribute to the "awesome hack by Dean Edwards" - // Android Browser returns percentage for some values, - // but width seems to be reliably pixels. - // This is against the CSSOM draft spec: - // https://drafts.csswg.org/cssom/#resolved-values - if ( !support.pixelBoxStyles() && rnumnonpx.test( ret ) && rboxStyle.test( name ) ) { - - // Remember the original values - width = style.width; - minWidth = style.minWidth; - maxWidth = style.maxWidth; - - // Put in the new values to get a computed value out - style.minWidth = style.maxWidth = style.width = ret; - ret = computed.width; - - // Revert the changed values - style.width = width; - style.minWidth = minWidth; - style.maxWidth = maxWidth; - } - } - - return ret !== undefined ? - - // Support: IE <=9 - 11 only - // IE returns zIndex value as an integer. - ret + "" : - ret; -} - - -function addGetHookIf( conditionFn, hookFn ) { - - // Define the hook, we'll check on the first run if it's really needed. - return { - get: function() { - if ( conditionFn() ) { - - // Hook not needed (or it's not possible to use it due - // to missing dependency), remove it. - delete this.get; - return; - } - - // Hook needed; redefine it so that the support test is not executed again. - return ( this.get = hookFn ).apply( this, arguments ); - } - }; -} - - -var cssPrefixes = [ "Webkit", "Moz", "ms" ], - emptyStyle = document.createElement( "div" ).style, - vendorProps = {}; - -// Return a vendor-prefixed property or undefined -function vendorPropName( name ) { - - // Check for vendor prefixed names - var capName = name[ 0 ].toUpperCase() + name.slice( 1 ), - i = cssPrefixes.length; - - while ( i-- ) { - name = cssPrefixes[ i ] + capName; - if ( name in emptyStyle ) { - return name; - } - } -} - -// Return a potentially-mapped jQuery.cssProps or vendor prefixed property -function finalPropName( name ) { - var final = jQuery.cssProps[ name ] || vendorProps[ name ]; - - if ( final ) { - return final; - } - if ( name in emptyStyle ) { - return name; - } - return vendorProps[ name ] = vendorPropName( name ) || name; -} - - -var - - // Swappable if display is none or starts with table - // except "table", "table-cell", or "table-caption" - // See here for display values: https://developer.mozilla.org/en-US/docs/CSS/display - rdisplayswap = /^(none|table(?!-c[ea]).+)/, - rcustomProp = /^--/, - cssShow = { position: "absolute", visibility: "hidden", display: "block" }, - cssNormalTransform = { - letterSpacing: "0", - fontWeight: "400" - }; - -function setPositiveNumber( _elem, value, subtract ) { - - // Any relative (+/-) values have already been - // normalized at this point - var matches = rcssNum.exec( value ); - return matches ? - - // Guard against undefined "subtract", e.g., when used as in cssHooks - Math.max( 0, matches[ 2 ] - ( subtract || 0 ) ) + ( matches[ 3 ] || "px" ) : - value; -} - -function boxModelAdjustment( elem, dimension, box, isBorderBox, styles, computedVal ) { - var i = dimension === "width" ? 1 : 0, - extra = 0, - delta = 0; - - // Adjustment may not be necessary - if ( box === ( isBorderBox ? "border" : "content" ) ) { - return 0; - } - - for ( ; i < 4; i += 2 ) { - - // Both box models exclude margin - if ( box === "margin" ) { - delta += jQuery.css( elem, box + cssExpand[ i ], true, styles ); - } - - // If we get here with a content-box, we're seeking "padding" or "border" or "margin" - if ( !isBorderBox ) { - - // Add padding - delta += jQuery.css( elem, "padding" + cssExpand[ i ], true, styles ); - - // For "border" or "margin", add border - if ( box !== "padding" ) { - delta += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); - - // But still keep track of it otherwise - } else { - extra += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); - } - - // If we get here with a border-box (content + padding + border), we're seeking "content" or - // "padding" or "margin" - } else { - - // For "content", subtract padding - if ( box === "content" ) { - delta -= jQuery.css( elem, "padding" + cssExpand[ i ], true, styles ); - } - - // For "content" or "padding", subtract border - if ( box !== "margin" ) { - delta -= jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); - } - } - } - - // Account for positive content-box scroll gutter when requested by providing computedVal - if ( !isBorderBox && computedVal >= 0 ) { - - // offsetWidth/offsetHeight is a rounded sum of content, padding, scroll gutter, and border - // Assuming integer scroll gutter, subtract the rest and round down - delta += Math.max( 0, Math.ceil( - elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] - - computedVal - - delta - - extra - - 0.5 - - // If offsetWidth/offsetHeight is unknown, then we can't determine content-box scroll gutter - // Use an explicit zero to avoid NaN (gh-3964) - ) ) || 0; - } - - return delta; -} - -function getWidthOrHeight( elem, dimension, extra ) { - - // Start with computed style - var styles = getStyles( elem ), - - // To avoid forcing a reflow, only fetch boxSizing if we need it (gh-4322). - // Fake content-box until we know it's needed to know the true value. - boxSizingNeeded = !support.boxSizingReliable() || extra, - isBorderBox = boxSizingNeeded && - jQuery.css( elem, "boxSizing", false, styles ) === "border-box", - valueIsBorderBox = isBorderBox, - - val = curCSS( elem, dimension, styles ), - offsetProp = "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ); - - // Support: Firefox <=54 - // Return a confounding non-pixel value or feign ignorance, as appropriate. - if ( rnumnonpx.test( val ) ) { - if ( !extra ) { - return val; - } - val = "auto"; - } - - - // Support: IE 9 - 11 only - // Use offsetWidth/offsetHeight for when box sizing is unreliable. - // In those cases, the computed value can be trusted to be border-box. - if ( ( !support.boxSizingReliable() && isBorderBox || - - // Support: IE 10 - 11+, Edge 15 - 18+ - // IE/Edge misreport `getComputedStyle` of table rows with width/height - // set in CSS while `offset*` properties report correct values. - // Interestingly, in some cases IE 9 doesn't suffer from this issue. - !support.reliableTrDimensions() && nodeName( elem, "tr" ) || - - // Fall back to offsetWidth/offsetHeight when value is "auto" - // This happens for inline elements with no explicit setting (gh-3571) - val === "auto" || - - // Support: Android <=4.1 - 4.3 only - // Also use offsetWidth/offsetHeight for misreported inline dimensions (gh-3602) - !parseFloat( val ) && jQuery.css( elem, "display", false, styles ) === "inline" ) && - - // Make sure the element is visible & connected - elem.getClientRects().length ) { - - isBorderBox = jQuery.css( elem, "boxSizing", false, styles ) === "border-box"; - - // Where available, offsetWidth/offsetHeight approximate border box dimensions. - // Where not available (e.g., SVG), assume unreliable box-sizing and interpret the - // retrieved value as a content box dimension. - valueIsBorderBox = offsetProp in elem; - if ( valueIsBorderBox ) { - val = elem[ offsetProp ]; - } - } - - // Normalize "" and auto - val = parseFloat( val ) || 0; - - // Adjust for the element's box model - return ( val + - boxModelAdjustment( - elem, - dimension, - extra || ( isBorderBox ? "border" : "content" ), - valueIsBorderBox, - styles, - - // Provide the current computed size to request scroll gutter calculation (gh-3589) - val - ) - ) + "px"; -} - -jQuery.extend( { - - // Add in style property hooks for overriding the default - // behavior of getting and setting a style property - cssHooks: { - opacity: { - get: function( elem, computed ) { - if ( computed ) { - - // We should always get a number back from opacity - var ret = curCSS( elem, "opacity" ); - return ret === "" ? "1" : ret; - } - } - } - }, - - // Don't automatically add "px" to these possibly-unitless properties - cssNumber: { - "animationIterationCount": true, - "columnCount": true, - "fillOpacity": true, - "flexGrow": true, - "flexShrink": true, - "fontWeight": true, - "gridArea": true, - "gridColumn": true, - "gridColumnEnd": true, - "gridColumnStart": true, - "gridRow": true, - "gridRowEnd": true, - "gridRowStart": true, - "lineHeight": true, - "opacity": true, - "order": true, - "orphans": true, - "widows": true, - "zIndex": true, - "zoom": true - }, - - // Add in properties whose names you wish to fix before - // setting or getting the value - cssProps: {}, - - // Get and set the style property on a DOM Node - style: function( elem, name, value, extra ) { - - // Don't set styles on text and comment nodes - if ( !elem || elem.nodeType === 3 || elem.nodeType === 8 || !elem.style ) { - return; - } - - // Make sure that we're working with the right name - var ret, type, hooks, - origName = camelCase( name ), - isCustomProp = rcustomProp.test( name ), - style = elem.style; - - // Make sure that we're working with the right name. We don't - // want to query the value if it is a CSS custom property - // since they are user-defined. - if ( !isCustomProp ) { - name = finalPropName( origName ); - } - - // Gets hook for the prefixed version, then unprefixed version - hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ]; - - // Check if we're setting a value - if ( value !== undefined ) { - type = typeof value; - - // Convert "+=" or "-=" to relative numbers (#7345) - if ( type === "string" && ( ret = rcssNum.exec( value ) ) && ret[ 1 ] ) { - value = adjustCSS( elem, name, ret ); - - // Fixes bug #9237 - type = "number"; - } - - // Make sure that null and NaN values aren't set (#7116) - if ( value == null || value !== value ) { - return; - } - - // If a number was passed in, add the unit (except for certain CSS properties) - // The isCustomProp check can be removed in jQuery 4.0 when we only auto-append - // "px" to a few hardcoded values. - if ( type === "number" && !isCustomProp ) { - value += ret && ret[ 3 ] || ( jQuery.cssNumber[ origName ] ? "" : "px" ); - } - - // background-* props affect original clone's values - if ( !support.clearCloneStyle && value === "" && name.indexOf( "background" ) === 0 ) { - style[ name ] = "inherit"; - } - - // If a hook was provided, use that value, otherwise just set the specified value - if ( !hooks || !( "set" in hooks ) || - ( value = hooks.set( elem, value, extra ) ) !== undefined ) { - - if ( isCustomProp ) { - style.setProperty( name, value ); - } else { - style[ name ] = value; - } - } - - } else { - - // If a hook was provided get the non-computed value from there - if ( hooks && "get" in hooks && - ( ret = hooks.get( elem, false, extra ) ) !== undefined ) { - - return ret; - } - - // Otherwise just get the value from the style object - return style[ name ]; - } - }, - - css: function( elem, name, extra, styles ) { - var val, num, hooks, - origName = camelCase( name ), - isCustomProp = rcustomProp.test( name ); - - // Make sure that we're working with the right name. We don't - // want to modify the value if it is a CSS custom property - // since they are user-defined. - if ( !isCustomProp ) { - name = finalPropName( origName ); - } - - // Try prefixed name followed by the unprefixed name - hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ]; - - // If a hook was provided get the computed value from there - if ( hooks && "get" in hooks ) { - val = hooks.get( elem, true, extra ); - } - - // Otherwise, if a way to get the computed value exists, use that - if ( val === undefined ) { - val = curCSS( elem, name, styles ); - } - - // Convert "normal" to computed value - if ( val === "normal" && name in cssNormalTransform ) { - val = cssNormalTransform[ name ]; - } - - // Make numeric if forced or a qualifier was provided and val looks numeric - if ( extra === "" || extra ) { - num = parseFloat( val ); - return extra === true || isFinite( num ) ? num || 0 : val; - } - - return val; - } -} ); - -jQuery.each( [ "height", "width" ], function( _i, dimension ) { - jQuery.cssHooks[ dimension ] = { - get: function( elem, computed, extra ) { - if ( computed ) { - - // Certain elements can have dimension info if we invisibly show them - // but it must have a current display style that would benefit - return rdisplayswap.test( jQuery.css( elem, "display" ) ) && - - // Support: Safari 8+ - // Table columns in Safari have non-zero offsetWidth & zero - // getBoundingClientRect().width unless display is changed. - // Support: IE <=11 only - // Running getBoundingClientRect on a disconnected node - // in IE throws an error. - ( !elem.getClientRects().length || !elem.getBoundingClientRect().width ) ? - swap( elem, cssShow, function() { - return getWidthOrHeight( elem, dimension, extra ); - } ) : - getWidthOrHeight( elem, dimension, extra ); - } - }, - - set: function( elem, value, extra ) { - var matches, - styles = getStyles( elem ), - - // Only read styles.position if the test has a chance to fail - // to avoid forcing a reflow. - scrollboxSizeBuggy = !support.scrollboxSize() && - styles.position === "absolute", - - // To avoid forcing a reflow, only fetch boxSizing if we need it (gh-3991) - boxSizingNeeded = scrollboxSizeBuggy || extra, - isBorderBox = boxSizingNeeded && - jQuery.css( elem, "boxSizing", false, styles ) === "border-box", - subtract = extra ? - boxModelAdjustment( - elem, - dimension, - extra, - isBorderBox, - styles - ) : - 0; - - // Account for unreliable border-box dimensions by comparing offset* to computed and - // faking a content-box to get border and padding (gh-3699) - if ( isBorderBox && scrollboxSizeBuggy ) { - subtract -= Math.ceil( - elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] - - parseFloat( styles[ dimension ] ) - - boxModelAdjustment( elem, dimension, "border", false, styles ) - - 0.5 - ); - } - - // Convert to pixels if value adjustment is needed - if ( subtract && ( matches = rcssNum.exec( value ) ) && - ( matches[ 3 ] || "px" ) !== "px" ) { - - elem.style[ dimension ] = value; - value = jQuery.css( elem, dimension ); - } - - return setPositiveNumber( elem, value, subtract ); - } - }; -} ); - -jQuery.cssHooks.marginLeft = addGetHookIf( support.reliableMarginLeft, - function( elem, computed ) { - if ( computed ) { - return ( parseFloat( curCSS( elem, "marginLeft" ) ) || - elem.getBoundingClientRect().left - - swap( elem, { marginLeft: 0 }, function() { - return elem.getBoundingClientRect().left; - } ) - ) + "px"; - } - } -); - -// These hooks are used by animate to expand properties -jQuery.each( { - margin: "", - padding: "", - border: "Width" -}, function( prefix, suffix ) { - jQuery.cssHooks[ prefix + suffix ] = { - expand: function( value ) { - var i = 0, - expanded = {}, - - // Assumes a single number if not a string - parts = typeof value === "string" ? value.split( " " ) : [ value ]; - - for ( ; i < 4; i++ ) { - expanded[ prefix + cssExpand[ i ] + suffix ] = - parts[ i ] || parts[ i - 2 ] || parts[ 0 ]; - } - - return expanded; - } - }; - - if ( prefix !== "margin" ) { - jQuery.cssHooks[ prefix + suffix ].set = setPositiveNumber; - } -} ); - -jQuery.fn.extend( { - css: function( name, value ) { - return access( this, function( elem, name, value ) { - var styles, len, - map = {}, - i = 0; - - if ( Array.isArray( name ) ) { - styles = getStyles( elem ); - len = name.length; - - for ( ; i < len; i++ ) { - map[ name[ i ] ] = jQuery.css( elem, name[ i ], false, styles ); - } - - return map; - } - - return value !== undefined ? - jQuery.style( elem, name, value ) : - jQuery.css( elem, name ); - }, name, value, arguments.length > 1 ); - } -} ); - - -function Tween( elem, options, prop, end, easing ) { - return new Tween.prototype.init( elem, options, prop, end, easing ); -} -jQuery.Tween = Tween; - -Tween.prototype = { - constructor: Tween, - init: function( elem, options, prop, end, easing, unit ) { - this.elem = elem; - this.prop = prop; - this.easing = easing || jQuery.easing._default; - this.options = options; - this.start = this.now = this.cur(); - this.end = end; - this.unit = unit || ( jQuery.cssNumber[ prop ] ? "" : "px" ); - }, - cur: function() { - var hooks = Tween.propHooks[ this.prop ]; - - return hooks && hooks.get ? - hooks.get( this ) : - Tween.propHooks._default.get( this ); - }, - run: function( percent ) { - var eased, - hooks = Tween.propHooks[ this.prop ]; - - if ( this.options.duration ) { - this.pos = eased = jQuery.easing[ this.easing ]( - percent, this.options.duration * percent, 0, 1, this.options.duration - ); - } else { - this.pos = eased = percent; - } - this.now = ( this.end - this.start ) * eased + this.start; - - if ( this.options.step ) { - this.options.step.call( this.elem, this.now, this ); - } - - if ( hooks && hooks.set ) { - hooks.set( this ); - } else { - Tween.propHooks._default.set( this ); - } - return this; - } -}; - -Tween.prototype.init.prototype = Tween.prototype; - -Tween.propHooks = { - _default: { - get: function( tween ) { - var result; - - // Use a property on the element directly when it is not a DOM element, - // or when there is no matching style property that exists. - if ( tween.elem.nodeType !== 1 || - tween.elem[ tween.prop ] != null && tween.elem.style[ tween.prop ] == null ) { - return tween.elem[ tween.prop ]; - } - - // Passing an empty string as a 3rd parameter to .css will automatically - // attempt a parseFloat and fallback to a string if the parse fails. - // Simple values such as "10px" are parsed to Float; - // complex values such as "rotate(1rad)" are returned as-is. - result = jQuery.css( tween.elem, tween.prop, "" ); - - // Empty strings, null, undefined and "auto" are converted to 0. - return !result || result === "auto" ? 0 : result; - }, - set: function( tween ) { - - // Use step hook for back compat. - // Use cssHook if its there. - // Use .style if available and use plain properties where available. - if ( jQuery.fx.step[ tween.prop ] ) { - jQuery.fx.step[ tween.prop ]( tween ); - } else if ( tween.elem.nodeType === 1 && ( - jQuery.cssHooks[ tween.prop ] || - tween.elem.style[ finalPropName( tween.prop ) ] != null ) ) { - jQuery.style( tween.elem, tween.prop, tween.now + tween.unit ); - } else { - tween.elem[ tween.prop ] = tween.now; - } - } - } -}; - -// Support: IE <=9 only -// Panic based approach to setting things on disconnected nodes -Tween.propHooks.scrollTop = Tween.propHooks.scrollLeft = { - set: function( tween ) { - if ( tween.elem.nodeType && tween.elem.parentNode ) { - tween.elem[ tween.prop ] = tween.now; - } - } -}; - -jQuery.easing = { - linear: function( p ) { - return p; - }, - swing: function( p ) { - return 0.5 - Math.cos( p * Math.PI ) / 2; - }, - _default: "swing" -}; - -jQuery.fx = Tween.prototype.init; - -// Back compat <1.8 extension point -jQuery.fx.step = {}; - - - - -var - fxNow, inProgress, - rfxtypes = /^(?:toggle|show|hide)$/, - rrun = /queueHooks$/; - -function schedule() { - if ( inProgress ) { - if ( document.hidden === false && window.requestAnimationFrame ) { - window.requestAnimationFrame( schedule ); - } else { - window.setTimeout( schedule, jQuery.fx.interval ); - } - - jQuery.fx.tick(); - } -} - -// Animations created synchronously will run synchronously -function createFxNow() { - window.setTimeout( function() { - fxNow = undefined; - } ); - return ( fxNow = Date.now() ); -} - -// Generate parameters to create a standard animation -function genFx( type, includeWidth ) { - var which, - i = 0, - attrs = { height: type }; - - // If we include width, step value is 1 to do all cssExpand values, - // otherwise step value is 2 to skip over Left and Right - includeWidth = includeWidth ? 1 : 0; - for ( ; i < 4; i += 2 - includeWidth ) { - which = cssExpand[ i ]; - attrs[ "margin" + which ] = attrs[ "padding" + which ] = type; - } - - if ( includeWidth ) { - attrs.opacity = attrs.width = type; - } - - return attrs; -} - -function createTween( value, prop, animation ) { - var tween, - collection = ( Animation.tweeners[ prop ] || [] ).concat( Animation.tweeners[ "*" ] ), - index = 0, - length = collection.length; - for ( ; index < length; index++ ) { - if ( ( tween = collection[ index ].call( animation, prop, value ) ) ) { - - // We're done with this property - return tween; - } - } -} - -function defaultPrefilter( elem, props, opts ) { - var prop, value, toggle, hooks, oldfire, propTween, restoreDisplay, display, - isBox = "width" in props || "height" in props, - anim = this, - orig = {}, - style = elem.style, - hidden = elem.nodeType && isHiddenWithinTree( elem ), - dataShow = dataPriv.get( elem, "fxshow" ); - - // Queue-skipping animations hijack the fx hooks - if ( !opts.queue ) { - hooks = jQuery._queueHooks( elem, "fx" ); - if ( hooks.unqueued == null ) { - hooks.unqueued = 0; - oldfire = hooks.empty.fire; - hooks.empty.fire = function() { - if ( !hooks.unqueued ) { - oldfire(); - } - }; - } - hooks.unqueued++; - - anim.always( function() { - - // Ensure the complete handler is called before this completes - anim.always( function() { - hooks.unqueued--; - if ( !jQuery.queue( elem, "fx" ).length ) { - hooks.empty.fire(); - } - } ); - } ); - } - - // Detect show/hide animations - for ( prop in props ) { - value = props[ prop ]; - if ( rfxtypes.test( value ) ) { - delete props[ prop ]; - toggle = toggle || value === "toggle"; - if ( value === ( hidden ? "hide" : "show" ) ) { - - // Pretend to be hidden if this is a "show" and - // there is still data from a stopped show/hide - if ( value === "show" && dataShow && dataShow[ prop ] !== undefined ) { - hidden = true; - - // Ignore all other no-op show/hide data - } else { - continue; - } - } - orig[ prop ] = dataShow && dataShow[ prop ] || jQuery.style( elem, prop ); - } - } - - // Bail out if this is a no-op like .hide().hide() - propTween = !jQuery.isEmptyObject( props ); - if ( !propTween && jQuery.isEmptyObject( orig ) ) { - return; - } - - // Restrict "overflow" and "display" styles during box animations - if ( isBox && elem.nodeType === 1 ) { - - // Support: IE <=9 - 11, Edge 12 - 15 - // Record all 3 overflow attributes because IE does not infer the shorthand - // from identically-valued overflowX and overflowY and Edge just mirrors - // the overflowX value there. - opts.overflow = [ style.overflow, style.overflowX, style.overflowY ]; - - // Identify a display type, preferring old show/hide data over the CSS cascade - restoreDisplay = dataShow && dataShow.display; - if ( restoreDisplay == null ) { - restoreDisplay = dataPriv.get( elem, "display" ); - } - display = jQuery.css( elem, "display" ); - if ( display === "none" ) { - if ( restoreDisplay ) { - display = restoreDisplay; - } else { - - // Get nonempty value(s) by temporarily forcing visibility - showHide( [ elem ], true ); - restoreDisplay = elem.style.display || restoreDisplay; - display = jQuery.css( elem, "display" ); - showHide( [ elem ] ); - } - } - - // Animate inline elements as inline-block - if ( display === "inline" || display === "inline-block" && restoreDisplay != null ) { - if ( jQuery.css( elem, "float" ) === "none" ) { - - // Restore the original display value at the end of pure show/hide animations - if ( !propTween ) { - anim.done( function() { - style.display = restoreDisplay; - } ); - if ( restoreDisplay == null ) { - display = style.display; - restoreDisplay = display === "none" ? "" : display; - } - } - style.display = "inline-block"; - } - } - } - - if ( opts.overflow ) { - style.overflow = "hidden"; - anim.always( function() { - style.overflow = opts.overflow[ 0 ]; - style.overflowX = opts.overflow[ 1 ]; - style.overflowY = opts.overflow[ 2 ]; - } ); - } - - // Implement show/hide animations - propTween = false; - for ( prop in orig ) { - - // General show/hide setup for this element animation - if ( !propTween ) { - if ( dataShow ) { - if ( "hidden" in dataShow ) { - hidden = dataShow.hidden; - } - } else { - dataShow = dataPriv.access( elem, "fxshow", { display: restoreDisplay } ); - } - - // Store hidden/visible for toggle so `.stop().toggle()` "reverses" - if ( toggle ) { - dataShow.hidden = !hidden; - } - - // Show elements before animating them - if ( hidden ) { - showHide( [ elem ], true ); - } - - /* eslint-disable no-loop-func */ - - anim.done( function() { - - /* eslint-enable no-loop-func */ - - // The final step of a "hide" animation is actually hiding the element - if ( !hidden ) { - showHide( [ elem ] ); - } - dataPriv.remove( elem, "fxshow" ); - for ( prop in orig ) { - jQuery.style( elem, prop, orig[ prop ] ); - } - } ); - } - - // Per-property setup - propTween = createTween( hidden ? dataShow[ prop ] : 0, prop, anim ); - if ( !( prop in dataShow ) ) { - dataShow[ prop ] = propTween.start; - if ( hidden ) { - propTween.end = propTween.start; - propTween.start = 0; - } - } - } -} - -function propFilter( props, specialEasing ) { - var index, name, easing, value, hooks; - - // camelCase, specialEasing and expand cssHook pass - for ( index in props ) { - name = camelCase( index ); - easing = specialEasing[ name ]; - value = props[ index ]; - if ( Array.isArray( value ) ) { - easing = value[ 1 ]; - value = props[ index ] = value[ 0 ]; - } - - if ( index !== name ) { - props[ name ] = value; - delete props[ index ]; - } - - hooks = jQuery.cssHooks[ name ]; - if ( hooks && "expand" in hooks ) { - value = hooks.expand( value ); - delete props[ name ]; - - // Not quite $.extend, this won't overwrite existing keys. - // Reusing 'index' because we have the correct "name" - for ( index in value ) { - if ( !( index in props ) ) { - props[ index ] = value[ index ]; - specialEasing[ index ] = easing; - } - } - } else { - specialEasing[ name ] = easing; - } - } -} - -function Animation( elem, properties, options ) { - var result, - stopped, - index = 0, - length = Animation.prefilters.length, - deferred = jQuery.Deferred().always( function() { - - // Don't match elem in the :animated selector - delete tick.elem; - } ), - tick = function() { - if ( stopped ) { - return false; - } - var currentTime = fxNow || createFxNow(), - remaining = Math.max( 0, animation.startTime + animation.duration - currentTime ), - - // Support: Android 2.3 only - // Archaic crash bug won't allow us to use `1 - ( 0.5 || 0 )` (#12497) - temp = remaining / animation.duration || 0, - percent = 1 - temp, - index = 0, - length = animation.tweens.length; - - for ( ; index < length; index++ ) { - animation.tweens[ index ].run( percent ); - } - - deferred.notifyWith( elem, [ animation, percent, remaining ] ); - - // If there's more to do, yield - if ( percent < 1 && length ) { - return remaining; - } - - // If this was an empty animation, synthesize a final progress notification - if ( !length ) { - deferred.notifyWith( elem, [ animation, 1, 0 ] ); - } - - // Resolve the animation and report its conclusion - deferred.resolveWith( elem, [ animation ] ); - return false; - }, - animation = deferred.promise( { - elem: elem, - props: jQuery.extend( {}, properties ), - opts: jQuery.extend( true, { - specialEasing: {}, - easing: jQuery.easing._default - }, options ), - originalProperties: properties, - originalOptions: options, - startTime: fxNow || createFxNow(), - duration: options.duration, - tweens: [], - createTween: function( prop, end ) { - var tween = jQuery.Tween( elem, animation.opts, prop, end, - animation.opts.specialEasing[ prop ] || animation.opts.easing ); - animation.tweens.push( tween ); - return tween; - }, - stop: function( gotoEnd ) { - var index = 0, - - // If we are going to the end, we want to run all the tweens - // otherwise we skip this part - length = gotoEnd ? animation.tweens.length : 0; - if ( stopped ) { - return this; - } - stopped = true; - for ( ; index < length; index++ ) { - animation.tweens[ index ].run( 1 ); - } - - // Resolve when we played the last frame; otherwise, reject - if ( gotoEnd ) { - deferred.notifyWith( elem, [ animation, 1, 0 ] ); - deferred.resolveWith( elem, [ animation, gotoEnd ] ); - } else { - deferred.rejectWith( elem, [ animation, gotoEnd ] ); - } - return this; - } - } ), - props = animation.props; - - propFilter( props, animation.opts.specialEasing ); - - for ( ; index < length; index++ ) { - result = Animation.prefilters[ index ].call( animation, elem, props, animation.opts ); - if ( result ) { - if ( isFunction( result.stop ) ) { - jQuery._queueHooks( animation.elem, animation.opts.queue ).stop = - result.stop.bind( result ); - } - return result; - } - } - - jQuery.map( props, createTween, animation ); - - if ( isFunction( animation.opts.start ) ) { - animation.opts.start.call( elem, animation ); - } - - // Attach callbacks from options - animation - .progress( animation.opts.progress ) - .done( animation.opts.done, animation.opts.complete ) - .fail( animation.opts.fail ) - .always( animation.opts.always ); - - jQuery.fx.timer( - jQuery.extend( tick, { - elem: elem, - anim: animation, - queue: animation.opts.queue - } ) - ); - - return animation; -} - -jQuery.Animation = jQuery.extend( Animation, { - - tweeners: { - "*": [ function( prop, value ) { - var tween = this.createTween( prop, value ); - adjustCSS( tween.elem, prop, rcssNum.exec( value ), tween ); - return tween; - } ] - }, - - tweener: function( props, callback ) { - if ( isFunction( props ) ) { - callback = props; - props = [ "*" ]; - } else { - props = props.match( rnothtmlwhite ); - } - - var prop, - index = 0, - length = props.length; - - for ( ; index < length; index++ ) { - prop = props[ index ]; - Animation.tweeners[ prop ] = Animation.tweeners[ prop ] || []; - Animation.tweeners[ prop ].unshift( callback ); - } - }, - - prefilters: [ defaultPrefilter ], - - prefilter: function( callback, prepend ) { - if ( prepend ) { - Animation.prefilters.unshift( callback ); - } else { - Animation.prefilters.push( callback ); - } - } -} ); - -jQuery.speed = function( speed, easing, fn ) { - var opt = speed && typeof speed === "object" ? jQuery.extend( {}, speed ) : { - complete: fn || !fn && easing || - isFunction( speed ) && speed, - duration: speed, - easing: fn && easing || easing && !isFunction( easing ) && easing - }; - - // Go to the end state if fx are off - if ( jQuery.fx.off ) { - opt.duration = 0; - - } else { - if ( typeof opt.duration !== "number" ) { - if ( opt.duration in jQuery.fx.speeds ) { - opt.duration = jQuery.fx.speeds[ opt.duration ]; - - } else { - opt.duration = jQuery.fx.speeds._default; - } - } - } - - // Normalize opt.queue - true/undefined/null -> "fx" - if ( opt.queue == null || opt.queue === true ) { - opt.queue = "fx"; - } - - // Queueing - opt.old = opt.complete; - - opt.complete = function() { - if ( isFunction( opt.old ) ) { - opt.old.call( this ); - } - - if ( opt.queue ) { - jQuery.dequeue( this, opt.queue ); - } - }; - - return opt; -}; - -jQuery.fn.extend( { - fadeTo: function( speed, to, easing, callback ) { - - // Show any hidden elements after setting opacity to 0 - return this.filter( isHiddenWithinTree ).css( "opacity", 0 ).show() - - // Animate to the value specified - .end().animate( { opacity: to }, speed, easing, callback ); - }, - animate: function( prop, speed, easing, callback ) { - var empty = jQuery.isEmptyObject( prop ), - optall = jQuery.speed( speed, easing, callback ), - doAnimation = function() { - - // Operate on a copy of prop so per-property easing won't be lost - var anim = Animation( this, jQuery.extend( {}, prop ), optall ); - - // Empty animations, or finishing resolves immediately - if ( empty || dataPriv.get( this, "finish" ) ) { - anim.stop( true ); - } - }; - doAnimation.finish = doAnimation; - - return empty || optall.queue === false ? - this.each( doAnimation ) : - this.queue( optall.queue, doAnimation ); - }, - stop: function( type, clearQueue, gotoEnd ) { - var stopQueue = function( hooks ) { - var stop = hooks.stop; - delete hooks.stop; - stop( gotoEnd ); - }; - - if ( typeof type !== "string" ) { - gotoEnd = clearQueue; - clearQueue = type; - type = undefined; - } - if ( clearQueue ) { - this.queue( type || "fx", [] ); - } - - return this.each( function() { - var dequeue = true, - index = type != null && type + "queueHooks", - timers = jQuery.timers, - data = dataPriv.get( this ); - - if ( index ) { - if ( data[ index ] && data[ index ].stop ) { - stopQueue( data[ index ] ); - } - } else { - for ( index in data ) { - if ( data[ index ] && data[ index ].stop && rrun.test( index ) ) { - stopQueue( data[ index ] ); - } - } - } - - for ( index = timers.length; index--; ) { - if ( timers[ index ].elem === this && - ( type == null || timers[ index ].queue === type ) ) { - - timers[ index ].anim.stop( gotoEnd ); - dequeue = false; - timers.splice( index, 1 ); - } - } - - // Start the next in the queue if the last step wasn't forced. - // Timers currently will call their complete callbacks, which - // will dequeue but only if they were gotoEnd. - if ( dequeue || !gotoEnd ) { - jQuery.dequeue( this, type ); - } - } ); - }, - finish: function( type ) { - if ( type !== false ) { - type = type || "fx"; - } - return this.each( function() { - var index, - data = dataPriv.get( this ), - queue = data[ type + "queue" ], - hooks = data[ type + "queueHooks" ], - timers = jQuery.timers, - length = queue ? queue.length : 0; - - // Enable finishing flag on private data - data.finish = true; - - // Empty the queue first - jQuery.queue( this, type, [] ); - - if ( hooks && hooks.stop ) { - hooks.stop.call( this, true ); - } - - // Look for any active animations, and finish them - for ( index = timers.length; index--; ) { - if ( timers[ index ].elem === this && timers[ index ].queue === type ) { - timers[ index ].anim.stop( true ); - timers.splice( index, 1 ); - } - } - - // Look for any animations in the old queue and finish them - for ( index = 0; index < length; index++ ) { - if ( queue[ index ] && queue[ index ].finish ) { - queue[ index ].finish.call( this ); - } - } - - // Turn off finishing flag - delete data.finish; - } ); - } -} ); - -jQuery.each( [ "toggle", "show", "hide" ], function( _i, name ) { - var cssFn = jQuery.fn[ name ]; - jQuery.fn[ name ] = function( speed, easing, callback ) { - return speed == null || typeof speed === "boolean" ? - cssFn.apply( this, arguments ) : - this.animate( genFx( name, true ), speed, easing, callback ); - }; -} ); - -// Generate shortcuts for custom animations -jQuery.each( { - slideDown: genFx( "show" ), - slideUp: genFx( "hide" ), - slideToggle: genFx( "toggle" ), - fadeIn: { opacity: "show" }, - fadeOut: { opacity: "hide" }, - fadeToggle: { opacity: "toggle" } -}, function( name, props ) { - jQuery.fn[ name ] = function( speed, easing, callback ) { - return this.animate( props, speed, easing, callback ); - }; -} ); - -jQuery.timers = []; -jQuery.fx.tick = function() { - var timer, - i = 0, - timers = jQuery.timers; - - fxNow = Date.now(); - - for ( ; i < timers.length; i++ ) { - timer = timers[ i ]; - - // Run the timer and safely remove it when done (allowing for external removal) - if ( !timer() && timers[ i ] === timer ) { - timers.splice( i--, 1 ); - } - } - - if ( !timers.length ) { - jQuery.fx.stop(); - } - fxNow = undefined; -}; - -jQuery.fx.timer = function( timer ) { - jQuery.timers.push( timer ); - jQuery.fx.start(); -}; - -jQuery.fx.interval = 13; -jQuery.fx.start = function() { - if ( inProgress ) { - return; - } - - inProgress = true; - schedule(); -}; - -jQuery.fx.stop = function() { - inProgress = null; -}; - -jQuery.fx.speeds = { - slow: 600, - fast: 200, - - // Default speed - _default: 400 -}; - - -// Based off of the plugin by Clint Helfers, with permission. -// https://web.archive.org/web/20100324014747/http://blindsignals.com/index.php/2009/07/jquery-delay/ -jQuery.fn.delay = function( time, type ) { - time = jQuery.fx ? jQuery.fx.speeds[ time ] || time : time; - type = type || "fx"; - - return this.queue( type, function( next, hooks ) { - var timeout = window.setTimeout( next, time ); - hooks.stop = function() { - window.clearTimeout( timeout ); - }; - } ); -}; - - -( function() { - var input = document.createElement( "input" ), - select = document.createElement( "select" ), - opt = select.appendChild( document.createElement( "option" ) ); - - input.type = "checkbox"; - - // Support: Android <=4.3 only - // Default value for a checkbox should be "on" - support.checkOn = input.value !== ""; - - // Support: IE <=11 only - // Must access selectedIndex to make default options select - support.optSelected = opt.selected; - - // Support: IE <=11 only - // An input loses its value after becoming a radio - input = document.createElement( "input" ); - input.value = "t"; - input.type = "radio"; - support.radioValue = input.value === "t"; -} )(); - - -var boolHook, - attrHandle = jQuery.expr.attrHandle; - -jQuery.fn.extend( { - attr: function( name, value ) { - return access( this, jQuery.attr, name, value, arguments.length > 1 ); - }, - - removeAttr: function( name ) { - return this.each( function() { - jQuery.removeAttr( this, name ); - } ); - } -} ); - -jQuery.extend( { - attr: function( elem, name, value ) { - var ret, hooks, - nType = elem.nodeType; - - // Don't get/set attributes on text, comment and attribute nodes - if ( nType === 3 || nType === 8 || nType === 2 ) { - return; - } - - // Fallback to prop when attributes are not supported - if ( typeof elem.getAttribute === "undefined" ) { - return jQuery.prop( elem, name, value ); - } - - // Attribute hooks are determined by the lowercase version - // Grab necessary hook if one is defined - if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) { - hooks = jQuery.attrHooks[ name.toLowerCase() ] || - ( jQuery.expr.match.bool.test( name ) ? boolHook : undefined ); - } - - if ( value !== undefined ) { - if ( value === null ) { - jQuery.removeAttr( elem, name ); - return; - } - - if ( hooks && "set" in hooks && - ( ret = hooks.set( elem, value, name ) ) !== undefined ) { - return ret; - } - - elem.setAttribute( name, value + "" ); - return value; - } - - if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) { - return ret; - } - - ret = jQuery.find.attr( elem, name ); - - // Non-existent attributes return null, we normalize to undefined - return ret == null ? undefined : ret; - }, - - attrHooks: { - type: { - set: function( elem, value ) { - if ( !support.radioValue && value === "radio" && - nodeName( elem, "input" ) ) { - var val = elem.value; - elem.setAttribute( "type", value ); - if ( val ) { - elem.value = val; - } - return value; - } - } - } - }, - - removeAttr: function( elem, value ) { - var name, - i = 0, - - // Attribute names can contain non-HTML whitespace characters - // https://html.spec.whatwg.org/multipage/syntax.html#attributes-2 - attrNames = value && value.match( rnothtmlwhite ); - - if ( attrNames && elem.nodeType === 1 ) { - while ( ( name = attrNames[ i++ ] ) ) { - elem.removeAttribute( name ); - } - } - } -} ); - -// Hooks for boolean attributes -boolHook = { - set: function( elem, value, name ) { - if ( value === false ) { - - // Remove boolean attributes when set to false - jQuery.removeAttr( elem, name ); - } else { - elem.setAttribute( name, name ); - } - return name; - } -}; - -jQuery.each( jQuery.expr.match.bool.source.match( /\w+/g ), function( _i, name ) { - var getter = attrHandle[ name ] || jQuery.find.attr; - - attrHandle[ name ] = function( elem, name, isXML ) { - var ret, handle, - lowercaseName = name.toLowerCase(); - - if ( !isXML ) { - - // Avoid an infinite loop by temporarily removing this function from the getter - handle = attrHandle[ lowercaseName ]; - attrHandle[ lowercaseName ] = ret; - ret = getter( elem, name, isXML ) != null ? - lowercaseName : - null; - attrHandle[ lowercaseName ] = handle; - } - return ret; - }; -} ); - - - - -var rfocusable = /^(?:input|select|textarea|button)$/i, - rclickable = /^(?:a|area)$/i; - -jQuery.fn.extend( { - prop: function( name, value ) { - return access( this, jQuery.prop, name, value, arguments.length > 1 ); - }, - - removeProp: function( name ) { - return this.each( function() { - delete this[ jQuery.propFix[ name ] || name ]; - } ); - } -} ); - -jQuery.extend( { - prop: function( elem, name, value ) { - var ret, hooks, - nType = elem.nodeType; - - // Don't get/set properties on text, comment and attribute nodes - if ( nType === 3 || nType === 8 || nType === 2 ) { - return; - } - - if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) { - - // Fix name and attach hooks - name = jQuery.propFix[ name ] || name; - hooks = jQuery.propHooks[ name ]; - } - - if ( value !== undefined ) { - if ( hooks && "set" in hooks && - ( ret = hooks.set( elem, value, name ) ) !== undefined ) { - return ret; - } - - return ( elem[ name ] = value ); - } - - if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) { - return ret; - } - - return elem[ name ]; - }, - - propHooks: { - tabIndex: { - get: function( elem ) { - - // Support: IE <=9 - 11 only - // elem.tabIndex doesn't always return the - // correct value when it hasn't been explicitly set - // https://web.archive.org/web/20141116233347/http://fluidproject.org/blog/2008/01/09/getting-setting-and-removing-tabindex-values-with-javascript/ - // Use proper attribute retrieval(#12072) - var tabindex = jQuery.find.attr( elem, "tabindex" ); - - if ( tabindex ) { - return parseInt( tabindex, 10 ); - } - - if ( - rfocusable.test( elem.nodeName ) || - rclickable.test( elem.nodeName ) && - elem.href - ) { - return 0; - } - - return -1; - } - } - }, - - propFix: { - "for": "htmlFor", - "class": "className" - } -} ); - -// Support: IE <=11 only -// Accessing the selectedIndex property -// forces the browser to respect setting selected -// on the option -// The getter ensures a default option is selected -// when in an optgroup -// eslint rule "no-unused-expressions" is disabled for this code -// since it considers such accessions noop -if ( !support.optSelected ) { - jQuery.propHooks.selected = { - get: function( elem ) { - - /* eslint no-unused-expressions: "off" */ - - var parent = elem.parentNode; - if ( parent && parent.parentNode ) { - parent.parentNode.selectedIndex; - } - return null; - }, - set: function( elem ) { - - /* eslint no-unused-expressions: "off" */ - - var parent = elem.parentNode; - if ( parent ) { - parent.selectedIndex; - - if ( parent.parentNode ) { - parent.parentNode.selectedIndex; - } - } - } - }; -} - -jQuery.each( [ - "tabIndex", - "readOnly", - "maxLength", - "cellSpacing", - "cellPadding", - "rowSpan", - "colSpan", - "useMap", - "frameBorder", - "contentEditable" -], function() { - jQuery.propFix[ this.toLowerCase() ] = this; -} ); - - - - - // Strip and collapse whitespace according to HTML spec - // https://infra.spec.whatwg.org/#strip-and-collapse-ascii-whitespace - function stripAndCollapse( value ) { - var tokens = value.match( rnothtmlwhite ) || []; - return tokens.join( " " ); - } - - -function getClass( elem ) { - return elem.getAttribute && elem.getAttribute( "class" ) || ""; -} - -function classesToArray( value ) { - if ( Array.isArray( value ) ) { - return value; - } - if ( typeof value === "string" ) { - return value.match( rnothtmlwhite ) || []; - } - return []; -} - -jQuery.fn.extend( { - addClass: function( value ) { - var classes, elem, cur, curValue, clazz, j, finalValue, - i = 0; - - if ( isFunction( value ) ) { - return this.each( function( j ) { - jQuery( this ).addClass( value.call( this, j, getClass( this ) ) ); - } ); - } - - classes = classesToArray( value ); - - if ( classes.length ) { - while ( ( elem = this[ i++ ] ) ) { - curValue = getClass( elem ); - cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " ); - - if ( cur ) { - j = 0; - while ( ( clazz = classes[ j++ ] ) ) { - if ( cur.indexOf( " " + clazz + " " ) < 0 ) { - cur += clazz + " "; - } - } - - // Only assign if different to avoid unneeded rendering. - finalValue = stripAndCollapse( cur ); - if ( curValue !== finalValue ) { - elem.setAttribute( "class", finalValue ); - } - } - } - } - - return this; - }, - - removeClass: function( value ) { - var classes, elem, cur, curValue, clazz, j, finalValue, - i = 0; - - if ( isFunction( value ) ) { - return this.each( function( j ) { - jQuery( this ).removeClass( value.call( this, j, getClass( this ) ) ); - } ); - } - - if ( !arguments.length ) { - return this.attr( "class", "" ); - } - - classes = classesToArray( value ); - - if ( classes.length ) { - while ( ( elem = this[ i++ ] ) ) { - curValue = getClass( elem ); - - // This expression is here for better compressibility (see addClass) - cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " ); - - if ( cur ) { - j = 0; - while ( ( clazz = classes[ j++ ] ) ) { - - // Remove *all* instances - while ( cur.indexOf( " " + clazz + " " ) > -1 ) { - cur = cur.replace( " " + clazz + " ", " " ); - } - } - - // Only assign if different to avoid unneeded rendering. - finalValue = stripAndCollapse( cur ); - if ( curValue !== finalValue ) { - elem.setAttribute( "class", finalValue ); - } - } - } - } - - return this; - }, - - toggleClass: function( value, stateVal ) { - var type = typeof value, - isValidValue = type === "string" || Array.isArray( value ); - - if ( typeof stateVal === "boolean" && isValidValue ) { - return stateVal ? this.addClass( value ) : this.removeClass( value ); - } - - if ( isFunction( value ) ) { - return this.each( function( i ) { - jQuery( this ).toggleClass( - value.call( this, i, getClass( this ), stateVal ), - stateVal - ); - } ); - } - - return this.each( function() { - var className, i, self, classNames; - - if ( isValidValue ) { - - // Toggle individual class names - i = 0; - self = jQuery( this ); - classNames = classesToArray( value ); - - while ( ( className = classNames[ i++ ] ) ) { - - // Check each className given, space separated list - if ( self.hasClass( className ) ) { - self.removeClass( className ); - } else { - self.addClass( className ); - } - } - - // Toggle whole class name - } else if ( value === undefined || type === "boolean" ) { - className = getClass( this ); - if ( className ) { - - // Store className if set - dataPriv.set( this, "__className__", className ); - } - - // If the element has a class name or if we're passed `false`, - // then remove the whole classname (if there was one, the above saved it). - // Otherwise bring back whatever was previously saved (if anything), - // falling back to the empty string if nothing was stored. - if ( this.setAttribute ) { - this.setAttribute( "class", - className || value === false ? - "" : - dataPriv.get( this, "__className__" ) || "" - ); - } - } - } ); - }, - - hasClass: function( selector ) { - var className, elem, - i = 0; - - className = " " + selector + " "; - while ( ( elem = this[ i++ ] ) ) { - if ( elem.nodeType === 1 && - ( " " + stripAndCollapse( getClass( elem ) ) + " " ).indexOf( className ) > -1 ) { - return true; - } - } - - return false; - } -} ); - - - - -var rreturn = /\r/g; - -jQuery.fn.extend( { - val: function( value ) { - var hooks, ret, valueIsFunction, - elem = this[ 0 ]; - - if ( !arguments.length ) { - if ( elem ) { - hooks = jQuery.valHooks[ elem.type ] || - jQuery.valHooks[ elem.nodeName.toLowerCase() ]; - - if ( hooks && - "get" in hooks && - ( ret = hooks.get( elem, "value" ) ) !== undefined - ) { - return ret; - } - - ret = elem.value; - - // Handle most common string cases - if ( typeof ret === "string" ) { - return ret.replace( rreturn, "" ); - } - - // Handle cases where value is null/undef or number - return ret == null ? "" : ret; - } - - return; - } - - valueIsFunction = isFunction( value ); - - return this.each( function( i ) { - var val; - - if ( this.nodeType !== 1 ) { - return; - } - - if ( valueIsFunction ) { - val = value.call( this, i, jQuery( this ).val() ); - } else { - val = value; - } - - // Treat null/undefined as ""; convert numbers to string - if ( val == null ) { - val = ""; - - } else if ( typeof val === "number" ) { - val += ""; - - } else if ( Array.isArray( val ) ) { - val = jQuery.map( val, function( value ) { - return value == null ? "" : value + ""; - } ); - } - - hooks = jQuery.valHooks[ this.type ] || jQuery.valHooks[ this.nodeName.toLowerCase() ]; - - // If set returns undefined, fall back to normal setting - if ( !hooks || !( "set" in hooks ) || hooks.set( this, val, "value" ) === undefined ) { - this.value = val; - } - } ); - } -} ); - -jQuery.extend( { - valHooks: { - option: { - get: function( elem ) { - - var val = jQuery.find.attr( elem, "value" ); - return val != null ? - val : - - // Support: IE <=10 - 11 only - // option.text throws exceptions (#14686, #14858) - // Strip and collapse whitespace - // https://html.spec.whatwg.org/#strip-and-collapse-whitespace - stripAndCollapse( jQuery.text( elem ) ); - } - }, - select: { - get: function( elem ) { - var value, option, i, - options = elem.options, - index = elem.selectedIndex, - one = elem.type === "select-one", - values = one ? null : [], - max = one ? index + 1 : options.length; - - if ( index < 0 ) { - i = max; - - } else { - i = one ? index : 0; - } - - // Loop through all the selected options - for ( ; i < max; i++ ) { - option = options[ i ]; - - // Support: IE <=9 only - // IE8-9 doesn't update selected after form reset (#2551) - if ( ( option.selected || i === index ) && - - // Don't return options that are disabled or in a disabled optgroup - !option.disabled && - ( !option.parentNode.disabled || - !nodeName( option.parentNode, "optgroup" ) ) ) { - - // Get the specific value for the option - value = jQuery( option ).val(); - - // We don't need an array for one selects - if ( one ) { - return value; - } - - // Multi-Selects return an array - values.push( value ); - } - } - - return values; - }, - - set: function( elem, value ) { - var optionSet, option, - options = elem.options, - values = jQuery.makeArray( value ), - i = options.length; - - while ( i-- ) { - option = options[ i ]; - - /* eslint-disable no-cond-assign */ - - if ( option.selected = - jQuery.inArray( jQuery.valHooks.option.get( option ), values ) > -1 - ) { - optionSet = true; - } - - /* eslint-enable no-cond-assign */ - } - - // Force browsers to behave consistently when non-matching value is set - if ( !optionSet ) { - elem.selectedIndex = -1; - } - return values; - } - } - } -} ); - -// Radios and checkboxes getter/setter -jQuery.each( [ "radio", "checkbox" ], function() { - jQuery.valHooks[ this ] = { - set: function( elem, value ) { - if ( Array.isArray( value ) ) { - return ( elem.checked = jQuery.inArray( jQuery( elem ).val(), value ) > -1 ); - } - } - }; - if ( !support.checkOn ) { - jQuery.valHooks[ this ].get = function( elem ) { - return elem.getAttribute( "value" ) === null ? "on" : elem.value; - }; - } -} ); - - - - -// Return jQuery for attributes-only inclusion - - -support.focusin = "onfocusin" in window; - - -var rfocusMorph = /^(?:focusinfocus|focusoutblur)$/, - stopPropagationCallback = function( e ) { - e.stopPropagation(); - }; - -jQuery.extend( jQuery.event, { - - trigger: function( event, data, elem, onlyHandlers ) { - - var i, cur, tmp, bubbleType, ontype, handle, special, lastElement, - eventPath = [ elem || document ], - type = hasOwn.call( event, "type" ) ? event.type : event, - namespaces = hasOwn.call( event, "namespace" ) ? event.namespace.split( "." ) : []; - - cur = lastElement = tmp = elem = elem || document; - - // Don't do events on text and comment nodes - if ( elem.nodeType === 3 || elem.nodeType === 8 ) { - return; - } - - // focus/blur morphs to focusin/out; ensure we're not firing them right now - if ( rfocusMorph.test( type + jQuery.event.triggered ) ) { - return; - } - - if ( type.indexOf( "." ) > -1 ) { - - // Namespaced trigger; create a regexp to match event type in handle() - namespaces = type.split( "." ); - type = namespaces.shift(); - namespaces.sort(); - } - ontype = type.indexOf( ":" ) < 0 && "on" + type; - - // Caller can pass in a jQuery.Event object, Object, or just an event type string - event = event[ jQuery.expando ] ? - event : - new jQuery.Event( type, typeof event === "object" && event ); - - // Trigger bitmask: & 1 for native handlers; & 2 for jQuery (always true) - event.isTrigger = onlyHandlers ? 2 : 3; - event.namespace = namespaces.join( "." ); - event.rnamespace = event.namespace ? - new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ) : - null; - - // Clean up the event in case it is being reused - event.result = undefined; - if ( !event.target ) { - event.target = elem; - } - - // Clone any incoming data and prepend the event, creating the handler arg list - data = data == null ? - [ event ] : - jQuery.makeArray( data, [ event ] ); - - // Allow special events to draw outside the lines - special = jQuery.event.special[ type ] || {}; - if ( !onlyHandlers && special.trigger && special.trigger.apply( elem, data ) === false ) { - return; - } - - // Determine event propagation path in advance, per W3C events spec (#9951) - // Bubble up to document, then to window; watch for a global ownerDocument var (#9724) - if ( !onlyHandlers && !special.noBubble && !isWindow( elem ) ) { - - bubbleType = special.delegateType || type; - if ( !rfocusMorph.test( bubbleType + type ) ) { - cur = cur.parentNode; - } - for ( ; cur; cur = cur.parentNode ) { - eventPath.push( cur ); - tmp = cur; - } - - // Only add window if we got to document (e.g., not plain obj or detached DOM) - if ( tmp === ( elem.ownerDocument || document ) ) { - eventPath.push( tmp.defaultView || tmp.parentWindow || window ); - } - } - - // Fire handlers on the event path - i = 0; - while ( ( cur = eventPath[ i++ ] ) && !event.isPropagationStopped() ) { - lastElement = cur; - event.type = i > 1 ? - bubbleType : - special.bindType || type; - - // jQuery handler - handle = ( - dataPriv.get( cur, "events" ) || Object.create( null ) - )[ event.type ] && - dataPriv.get( cur, "handle" ); - if ( handle ) { - handle.apply( cur, data ); - } - - // Native handler - handle = ontype && cur[ ontype ]; - if ( handle && handle.apply && acceptData( cur ) ) { - event.result = handle.apply( cur, data ); - if ( event.result === false ) { - event.preventDefault(); - } - } - } - event.type = type; - - // If nobody prevented the default action, do it now - if ( !onlyHandlers && !event.isDefaultPrevented() ) { - - if ( ( !special._default || - special._default.apply( eventPath.pop(), data ) === false ) && - acceptData( elem ) ) { - - // Call a native DOM method on the target with the same name as the event. - // Don't do default actions on window, that's where global variables be (#6170) - if ( ontype && isFunction( elem[ type ] ) && !isWindow( elem ) ) { - - // Don't re-trigger an onFOO event when we call its FOO() method - tmp = elem[ ontype ]; - - if ( tmp ) { - elem[ ontype ] = null; - } - - // Prevent re-triggering of the same event, since we already bubbled it above - jQuery.event.triggered = type; - - if ( event.isPropagationStopped() ) { - lastElement.addEventListener( type, stopPropagationCallback ); - } - - elem[ type ](); - - if ( event.isPropagationStopped() ) { - lastElement.removeEventListener( type, stopPropagationCallback ); - } - - jQuery.event.triggered = undefined; - - if ( tmp ) { - elem[ ontype ] = tmp; - } - } - } - } - - return event.result; - }, - - // Piggyback on a donor event to simulate a different one - // Used only for `focus(in | out)` events - simulate: function( type, elem, event ) { - var e = jQuery.extend( - new jQuery.Event(), - event, - { - type: type, - isSimulated: true - } - ); - - jQuery.event.trigger( e, null, elem ); - } - -} ); - -jQuery.fn.extend( { - - trigger: function( type, data ) { - return this.each( function() { - jQuery.event.trigger( type, data, this ); - } ); - }, - triggerHandler: function( type, data ) { - var elem = this[ 0 ]; - if ( elem ) { - return jQuery.event.trigger( type, data, elem, true ); - } - } -} ); - - -// Support: Firefox <=44 -// Firefox doesn't have focus(in | out) events -// Related ticket - https://bugzilla.mozilla.org/show_bug.cgi?id=687787 -// -// Support: Chrome <=48 - 49, Safari <=9.0 - 9.1 -// focus(in | out) events fire after focus & blur events, -// which is spec violation - http://www.w3.org/TR/DOM-Level-3-Events/#events-focusevent-event-order -// Related ticket - https://bugs.chromium.org/p/chromium/issues/detail?id=449857 -if ( !support.focusin ) { - jQuery.each( { focus: "focusin", blur: "focusout" }, function( orig, fix ) { - - // Attach a single capturing handler on the document while someone wants focusin/focusout - var handler = function( event ) { - jQuery.event.simulate( fix, event.target, jQuery.event.fix( event ) ); - }; - - jQuery.event.special[ fix ] = { - setup: function() { - - // Handle: regular nodes (via `this.ownerDocument`), window - // (via `this.document`) & document (via `this`). - var doc = this.ownerDocument || this.document || this, - attaches = dataPriv.access( doc, fix ); - - if ( !attaches ) { - doc.addEventListener( orig, handler, true ); - } - dataPriv.access( doc, fix, ( attaches || 0 ) + 1 ); - }, - teardown: function() { - var doc = this.ownerDocument || this.document || this, - attaches = dataPriv.access( doc, fix ) - 1; - - if ( !attaches ) { - doc.removeEventListener( orig, handler, true ); - dataPriv.remove( doc, fix ); - - } else { - dataPriv.access( doc, fix, attaches ); - } - } - }; - } ); -} -var location = window.location; - -var nonce = { guid: Date.now() }; - -var rquery = ( /\?/ ); - - - -// Cross-browser xml parsing -jQuery.parseXML = function( data ) { - var xml; - if ( !data || typeof data !== "string" ) { - return null; - } - - // Support: IE 9 - 11 only - // IE throws on parseFromString with invalid input. - try { - xml = ( new window.DOMParser() ).parseFromString( data, "text/xml" ); - } catch ( e ) { - xml = undefined; - } - - if ( !xml || xml.getElementsByTagName( "parsererror" ).length ) { - jQuery.error( "Invalid XML: " + data ); - } - return xml; -}; - - -var - rbracket = /\[\]$/, - rCRLF = /\r?\n/g, - rsubmitterTypes = /^(?:submit|button|image|reset|file)$/i, - rsubmittable = /^(?:input|select|textarea|keygen)/i; - -function buildParams( prefix, obj, traditional, add ) { - var name; - - if ( Array.isArray( obj ) ) { - - // Serialize array item. - jQuery.each( obj, function( i, v ) { - if ( traditional || rbracket.test( prefix ) ) { - - // Treat each array item as a scalar. - add( prefix, v ); - - } else { - - // Item is non-scalar (array or object), encode its numeric index. - buildParams( - prefix + "[" + ( typeof v === "object" && v != null ? i : "" ) + "]", - v, - traditional, - add - ); - } - } ); - - } else if ( !traditional && toType( obj ) === "object" ) { - - // Serialize object item. - for ( name in obj ) { - buildParams( prefix + "[" + name + "]", obj[ name ], traditional, add ); - } - - } else { - - // Serialize scalar item. - add( prefix, obj ); - } -} - -// Serialize an array of form elements or a set of -// key/values into a query string -jQuery.param = function( a, traditional ) { - var prefix, - s = [], - add = function( key, valueOrFunction ) { - - // If value is a function, invoke it and use its return value - var value = isFunction( valueOrFunction ) ? - valueOrFunction() : - valueOrFunction; - - s[ s.length ] = encodeURIComponent( key ) + "=" + - encodeURIComponent( value == null ? "" : value ); - }; - - if ( a == null ) { - return ""; - } - - // If an array was passed in, assume that it is an array of form elements. - if ( Array.isArray( a ) || ( a.jquery && !jQuery.isPlainObject( a ) ) ) { - - // Serialize the form elements - jQuery.each( a, function() { - add( this.name, this.value ); - } ); - - } else { - - // If traditional, encode the "old" way (the way 1.3.2 or older - // did it), otherwise encode params recursively. - for ( prefix in a ) { - buildParams( prefix, a[ prefix ], traditional, add ); - } - } - - // Return the resulting serialization - return s.join( "&" ); -}; - -jQuery.fn.extend( { - serialize: function() { - return jQuery.param( this.serializeArray() ); - }, - serializeArray: function() { - return this.map( function() { - - // Can add propHook for "elements" to filter or add form elements - var elements = jQuery.prop( this, "elements" ); - return elements ? jQuery.makeArray( elements ) : this; - } ) - .filter( function() { - var type = this.type; - - // Use .is( ":disabled" ) so that fieldset[disabled] works - return this.name && !jQuery( this ).is( ":disabled" ) && - rsubmittable.test( this.nodeName ) && !rsubmitterTypes.test( type ) && - ( this.checked || !rcheckableType.test( type ) ); - } ) - .map( function( _i, elem ) { - var val = jQuery( this ).val(); - - if ( val == null ) { - return null; - } - - if ( Array.isArray( val ) ) { - return jQuery.map( val, function( val ) { - return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) }; - } ); - } - - return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) }; - } ).get(); - } -} ); - - -var - r20 = /%20/g, - rhash = /#.*$/, - rantiCache = /([?&])_=[^&]*/, - rheaders = /^(.*?):[ \t]*([^\r\n]*)$/mg, - - // #7653, #8125, #8152: local protocol detection - rlocalProtocol = /^(?:about|app|app-storage|.+-extension|file|res|widget):$/, - rnoContent = /^(?:GET|HEAD)$/, - rprotocol = /^\/\//, - - /* Prefilters - * 1) They are useful to introduce custom dataTypes (see ajax/jsonp.js for an example) - * 2) These are called: - * - BEFORE asking for a transport - * - AFTER param serialization (s.data is a string if s.processData is true) - * 3) key is the dataType - * 4) the catchall symbol "*" can be used - * 5) execution will start with transport dataType and THEN continue down to "*" if needed - */ - prefilters = {}, - - /* Transports bindings - * 1) key is the dataType - * 2) the catchall symbol "*" can be used - * 3) selection will start with transport dataType and THEN go to "*" if needed - */ - transports = {}, - - // Avoid comment-prolog char sequence (#10098); must appease lint and evade compression - allTypes = "*/".concat( "*" ), - - // Anchor tag for parsing the document origin - originAnchor = document.createElement( "a" ); - originAnchor.href = location.href; - -// Base "constructor" for jQuery.ajaxPrefilter and jQuery.ajaxTransport -function addToPrefiltersOrTransports( structure ) { - - // dataTypeExpression is optional and defaults to "*" - return function( dataTypeExpression, func ) { - - if ( typeof dataTypeExpression !== "string" ) { - func = dataTypeExpression; - dataTypeExpression = "*"; - } - - var dataType, - i = 0, - dataTypes = dataTypeExpression.toLowerCase().match( rnothtmlwhite ) || []; - - if ( isFunction( func ) ) { - - // For each dataType in the dataTypeExpression - while ( ( dataType = dataTypes[ i++ ] ) ) { - - // Prepend if requested - if ( dataType[ 0 ] === "+" ) { - dataType = dataType.slice( 1 ) || "*"; - ( structure[ dataType ] = structure[ dataType ] || [] ).unshift( func ); - - // Otherwise append - } else { - ( structure[ dataType ] = structure[ dataType ] || [] ).push( func ); - } - } - } - }; -} - -// Base inspection function for prefilters and transports -function inspectPrefiltersOrTransports( structure, options, originalOptions, jqXHR ) { - - var inspected = {}, - seekingTransport = ( structure === transports ); - - function inspect( dataType ) { - var selected; - inspected[ dataType ] = true; - jQuery.each( structure[ dataType ] || [], function( _, prefilterOrFactory ) { - var dataTypeOrTransport = prefilterOrFactory( options, originalOptions, jqXHR ); - if ( typeof dataTypeOrTransport === "string" && - !seekingTransport && !inspected[ dataTypeOrTransport ] ) { - - options.dataTypes.unshift( dataTypeOrTransport ); - inspect( dataTypeOrTransport ); - return false; - } else if ( seekingTransport ) { - return !( selected = dataTypeOrTransport ); - } - } ); - return selected; - } - - return inspect( options.dataTypes[ 0 ] ) || !inspected[ "*" ] && inspect( "*" ); -} - -// A special extend for ajax options -// that takes "flat" options (not to be deep extended) -// Fixes #9887 -function ajaxExtend( target, src ) { - var key, deep, - flatOptions = jQuery.ajaxSettings.flatOptions || {}; - - for ( key in src ) { - if ( src[ key ] !== undefined ) { - ( flatOptions[ key ] ? target : ( deep || ( deep = {} ) ) )[ key ] = src[ key ]; - } - } - if ( deep ) { - jQuery.extend( true, target, deep ); - } - - return target; -} - -/* Handles responses to an ajax request: - * - finds the right dataType (mediates between content-type and expected dataType) - * - returns the corresponding response - */ -function ajaxHandleResponses( s, jqXHR, responses ) { - - var ct, type, finalDataType, firstDataType, - contents = s.contents, - dataTypes = s.dataTypes; - - // Remove auto dataType and get content-type in the process - while ( dataTypes[ 0 ] === "*" ) { - dataTypes.shift(); - if ( ct === undefined ) { - ct = s.mimeType || jqXHR.getResponseHeader( "Content-Type" ); - } - } - - // Check if we're dealing with a known content-type - if ( ct ) { - for ( type in contents ) { - if ( contents[ type ] && contents[ type ].test( ct ) ) { - dataTypes.unshift( type ); - break; - } - } - } - - // Check to see if we have a response for the expected dataType - if ( dataTypes[ 0 ] in responses ) { - finalDataType = dataTypes[ 0 ]; - } else { - - // Try convertible dataTypes - for ( type in responses ) { - if ( !dataTypes[ 0 ] || s.converters[ type + " " + dataTypes[ 0 ] ] ) { - finalDataType = type; - break; - } - if ( !firstDataType ) { - firstDataType = type; - } - } - - // Or just use first one - finalDataType = finalDataType || firstDataType; - } - - // If we found a dataType - // We add the dataType to the list if needed - // and return the corresponding response - if ( finalDataType ) { - if ( finalDataType !== dataTypes[ 0 ] ) { - dataTypes.unshift( finalDataType ); - } - return responses[ finalDataType ]; - } -} - -/* Chain conversions given the request and the original response - * Also sets the responseXXX fields on the jqXHR instance - */ -function ajaxConvert( s, response, jqXHR, isSuccess ) { - var conv2, current, conv, tmp, prev, - converters = {}, - - // Work with a copy of dataTypes in case we need to modify it for conversion - dataTypes = s.dataTypes.slice(); - - // Create converters map with lowercased keys - if ( dataTypes[ 1 ] ) { - for ( conv in s.converters ) { - converters[ conv.toLowerCase() ] = s.converters[ conv ]; - } - } - - current = dataTypes.shift(); - - // Convert to each sequential dataType - while ( current ) { - - if ( s.responseFields[ current ] ) { - jqXHR[ s.responseFields[ current ] ] = response; - } - - // Apply the dataFilter if provided - if ( !prev && isSuccess && s.dataFilter ) { - response = s.dataFilter( response, s.dataType ); - } - - prev = current; - current = dataTypes.shift(); - - if ( current ) { - - // There's only work to do if current dataType is non-auto - if ( current === "*" ) { - - current = prev; - - // Convert response if prev dataType is non-auto and differs from current - } else if ( prev !== "*" && prev !== current ) { - - // Seek a direct converter - conv = converters[ prev + " " + current ] || converters[ "* " + current ]; - - // If none found, seek a pair - if ( !conv ) { - for ( conv2 in converters ) { - - // If conv2 outputs current - tmp = conv2.split( " " ); - if ( tmp[ 1 ] === current ) { - - // If prev can be converted to accepted input - conv = converters[ prev + " " + tmp[ 0 ] ] || - converters[ "* " + tmp[ 0 ] ]; - if ( conv ) { - - // Condense equivalence converters - if ( conv === true ) { - conv = converters[ conv2 ]; - - // Otherwise, insert the intermediate dataType - } else if ( converters[ conv2 ] !== true ) { - current = tmp[ 0 ]; - dataTypes.unshift( tmp[ 1 ] ); - } - break; - } - } - } - } - - // Apply converter (if not an equivalence) - if ( conv !== true ) { - - // Unless errors are allowed to bubble, catch and return them - if ( conv && s.throws ) { - response = conv( response ); - } else { - try { - response = conv( response ); - } catch ( e ) { - return { - state: "parsererror", - error: conv ? e : "No conversion from " + prev + " to " + current - }; - } - } - } - } - } - } - - return { state: "success", data: response }; -} - -jQuery.extend( { - - // Counter for holding the number of active queries - active: 0, - - // Last-Modified header cache for next request - lastModified: {}, - etag: {}, - - ajaxSettings: { - url: location.href, - type: "GET", - isLocal: rlocalProtocol.test( location.protocol ), - global: true, - processData: true, - async: true, - contentType: "application/x-www-form-urlencoded; charset=UTF-8", - - /* - timeout: 0, - data: null, - dataType: null, - username: null, - password: null, - cache: null, - throws: false, - traditional: false, - headers: {}, - */ - - accepts: { - "*": allTypes, - text: "text/plain", - html: "text/html", - xml: "application/xml, text/xml", - json: "application/json, text/javascript" - }, - - contents: { - xml: /\bxml\b/, - html: /\bhtml/, - json: /\bjson\b/ - }, - - responseFields: { - xml: "responseXML", - text: "responseText", - json: "responseJSON" - }, - - // Data converters - // Keys separate source (or catchall "*") and destination types with a single space - converters: { - - // Convert anything to text - "* text": String, - - // Text to html (true = no transformation) - "text html": true, - - // Evaluate text as a json expression - "text json": JSON.parse, - - // Parse text as xml - "text xml": jQuery.parseXML - }, - - // For options that shouldn't be deep extended: - // you can add your own custom options here if - // and when you create one that shouldn't be - // deep extended (see ajaxExtend) - flatOptions: { - url: true, - context: true - } - }, - - // Creates a full fledged settings object into target - // with both ajaxSettings and settings fields. - // If target is omitted, writes into ajaxSettings. - ajaxSetup: function( target, settings ) { - return settings ? - - // Building a settings object - ajaxExtend( ajaxExtend( target, jQuery.ajaxSettings ), settings ) : - - // Extending ajaxSettings - ajaxExtend( jQuery.ajaxSettings, target ); - }, - - ajaxPrefilter: addToPrefiltersOrTransports( prefilters ), - ajaxTransport: addToPrefiltersOrTransports( transports ), - - // Main method - ajax: function( url, options ) { - - // If url is an object, simulate pre-1.5 signature - if ( typeof url === "object" ) { - options = url; - url = undefined; - } - - // Force options to be an object - options = options || {}; - - var transport, - - // URL without anti-cache param - cacheURL, - - // Response headers - responseHeadersString, - responseHeaders, - - // timeout handle - timeoutTimer, - - // Url cleanup var - urlAnchor, - - // Request state (becomes false upon send and true upon completion) - completed, - - // To know if global events are to be dispatched - fireGlobals, - - // Loop variable - i, - - // uncached part of the url - uncached, - - // Create the final options object - s = jQuery.ajaxSetup( {}, options ), - - // Callbacks context - callbackContext = s.context || s, - - // Context for global events is callbackContext if it is a DOM node or jQuery collection - globalEventContext = s.context && - ( callbackContext.nodeType || callbackContext.jquery ) ? - jQuery( callbackContext ) : - jQuery.event, - - // Deferreds - deferred = jQuery.Deferred(), - completeDeferred = jQuery.Callbacks( "once memory" ), - - // Status-dependent callbacks - statusCode = s.statusCode || {}, - - // Headers (they are sent all at once) - requestHeaders = {}, - requestHeadersNames = {}, - - // Default abort message - strAbort = "canceled", - - // Fake xhr - jqXHR = { - readyState: 0, - - // Builds headers hashtable if needed - getResponseHeader: function( key ) { - var match; - if ( completed ) { - if ( !responseHeaders ) { - responseHeaders = {}; - while ( ( match = rheaders.exec( responseHeadersString ) ) ) { - responseHeaders[ match[ 1 ].toLowerCase() + " " ] = - ( responseHeaders[ match[ 1 ].toLowerCase() + " " ] || [] ) - .concat( match[ 2 ] ); - } - } - match = responseHeaders[ key.toLowerCase() + " " ]; - } - return match == null ? null : match.join( ", " ); - }, - - // Raw string - getAllResponseHeaders: function() { - return completed ? responseHeadersString : null; - }, - - // Caches the header - setRequestHeader: function( name, value ) { - if ( completed == null ) { - name = requestHeadersNames[ name.toLowerCase() ] = - requestHeadersNames[ name.toLowerCase() ] || name; - requestHeaders[ name ] = value; - } - return this; - }, - - // Overrides response content-type header - overrideMimeType: function( type ) { - if ( completed == null ) { - s.mimeType = type; - } - return this; - }, - - // Status-dependent callbacks - statusCode: function( map ) { - var code; - if ( map ) { - if ( completed ) { - - // Execute the appropriate callbacks - jqXHR.always( map[ jqXHR.status ] ); - } else { - - // Lazy-add the new callbacks in a way that preserves old ones - for ( code in map ) { - statusCode[ code ] = [ statusCode[ code ], map[ code ] ]; - } - } - } - return this; - }, - - // Cancel the request - abort: function( statusText ) { - var finalText = statusText || strAbort; - if ( transport ) { - transport.abort( finalText ); - } - done( 0, finalText ); - return this; - } - }; - - // Attach deferreds - deferred.promise( jqXHR ); - - // Add protocol if not provided (prefilters might expect it) - // Handle falsy url in the settings object (#10093: consistency with old signature) - // We also use the url parameter if available - s.url = ( ( url || s.url || location.href ) + "" ) - .replace( rprotocol, location.protocol + "//" ); - - // Alias method option to type as per ticket #12004 - s.type = options.method || options.type || s.method || s.type; - - // Extract dataTypes list - s.dataTypes = ( s.dataType || "*" ).toLowerCase().match( rnothtmlwhite ) || [ "" ]; - - // A cross-domain request is in order when the origin doesn't match the current origin. - if ( s.crossDomain == null ) { - urlAnchor = document.createElement( "a" ); - - // Support: IE <=8 - 11, Edge 12 - 15 - // IE throws exception on accessing the href property if url is malformed, - // e.g. http://example.com:80x/ - try { - urlAnchor.href = s.url; - - // Support: IE <=8 - 11 only - // Anchor's host property isn't correctly set when s.url is relative - urlAnchor.href = urlAnchor.href; - s.crossDomain = originAnchor.protocol + "//" + originAnchor.host !== - urlAnchor.protocol + "//" + urlAnchor.host; - } catch ( e ) { - - // If there is an error parsing the URL, assume it is crossDomain, - // it can be rejected by the transport if it is invalid - s.crossDomain = true; - } - } - - // Convert data if not already a string - if ( s.data && s.processData && typeof s.data !== "string" ) { - s.data = jQuery.param( s.data, s.traditional ); - } - - // Apply prefilters - inspectPrefiltersOrTransports( prefilters, s, options, jqXHR ); - - // If request was aborted inside a prefilter, stop there - if ( completed ) { - return jqXHR; - } - - // We can fire global events as of now if asked to - // Don't fire events if jQuery.event is undefined in an AMD-usage scenario (#15118) - fireGlobals = jQuery.event && s.global; - - // Watch for a new set of requests - if ( fireGlobals && jQuery.active++ === 0 ) { - jQuery.event.trigger( "ajaxStart" ); - } - - // Uppercase the type - s.type = s.type.toUpperCase(); - - // Determine if request has content - s.hasContent = !rnoContent.test( s.type ); - - // Save the URL in case we're toying with the If-Modified-Since - // and/or If-None-Match header later on - // Remove hash to simplify url manipulation - cacheURL = s.url.replace( rhash, "" ); - - // More options handling for requests with no content - if ( !s.hasContent ) { - - // Remember the hash so we can put it back - uncached = s.url.slice( cacheURL.length ); - - // If data is available and should be processed, append data to url - if ( s.data && ( s.processData || typeof s.data === "string" ) ) { - cacheURL += ( rquery.test( cacheURL ) ? "&" : "?" ) + s.data; - - // #9682: remove data so that it's not used in an eventual retry - delete s.data; - } - - // Add or update anti-cache param if needed - if ( s.cache === false ) { - cacheURL = cacheURL.replace( rantiCache, "$1" ); - uncached = ( rquery.test( cacheURL ) ? "&" : "?" ) + "_=" + ( nonce.guid++ ) + - uncached; - } - - // Put hash and anti-cache on the URL that will be requested (gh-1732) - s.url = cacheURL + uncached; - - // Change '%20' to '+' if this is encoded form body content (gh-2658) - } else if ( s.data && s.processData && - ( s.contentType || "" ).indexOf( "application/x-www-form-urlencoded" ) === 0 ) { - s.data = s.data.replace( r20, "+" ); - } - - // Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode. - if ( s.ifModified ) { - if ( jQuery.lastModified[ cacheURL ] ) { - jqXHR.setRequestHeader( "If-Modified-Since", jQuery.lastModified[ cacheURL ] ); - } - if ( jQuery.etag[ cacheURL ] ) { - jqXHR.setRequestHeader( "If-None-Match", jQuery.etag[ cacheURL ] ); - } - } - - // Set the correct header, if data is being sent - if ( s.data && s.hasContent && s.contentType !== false || options.contentType ) { - jqXHR.setRequestHeader( "Content-Type", s.contentType ); - } - - // Set the Accepts header for the server, depending on the dataType - jqXHR.setRequestHeader( - "Accept", - s.dataTypes[ 0 ] && s.accepts[ s.dataTypes[ 0 ] ] ? - s.accepts[ s.dataTypes[ 0 ] ] + - ( s.dataTypes[ 0 ] !== "*" ? ", " + allTypes + "; q=0.01" : "" ) : - s.accepts[ "*" ] - ); - - // Check for headers option - for ( i in s.headers ) { - jqXHR.setRequestHeader( i, s.headers[ i ] ); - } - - // Allow custom headers/mimetypes and early abort - if ( s.beforeSend && - ( s.beforeSend.call( callbackContext, jqXHR, s ) === false || completed ) ) { - - // Abort if not done already and return - return jqXHR.abort(); - } - - // Aborting is no longer a cancellation - strAbort = "abort"; - - // Install callbacks on deferreds - completeDeferred.add( s.complete ); - jqXHR.done( s.success ); - jqXHR.fail( s.error ); - - // Get transport - transport = inspectPrefiltersOrTransports( transports, s, options, jqXHR ); - - // If no transport, we auto-abort - if ( !transport ) { - done( -1, "No Transport" ); - } else { - jqXHR.readyState = 1; - - // Send global event - if ( fireGlobals ) { - globalEventContext.trigger( "ajaxSend", [ jqXHR, s ] ); - } - - // If request was aborted inside ajaxSend, stop there - if ( completed ) { - return jqXHR; - } - - // Timeout - if ( s.async && s.timeout > 0 ) { - timeoutTimer = window.setTimeout( function() { - jqXHR.abort( "timeout" ); - }, s.timeout ); - } - - try { - completed = false; - transport.send( requestHeaders, done ); - } catch ( e ) { - - // Rethrow post-completion exceptions - if ( completed ) { - throw e; - } - - // Propagate others as results - done( -1, e ); - } - } - - // Callback for when everything is done - function done( status, nativeStatusText, responses, headers ) { - var isSuccess, success, error, response, modified, - statusText = nativeStatusText; - - // Ignore repeat invocations - if ( completed ) { - return; - } - - completed = true; - - // Clear timeout if it exists - if ( timeoutTimer ) { - window.clearTimeout( timeoutTimer ); - } - - // Dereference transport for early garbage collection - // (no matter how long the jqXHR object will be used) - transport = undefined; - - // Cache response headers - responseHeadersString = headers || ""; - - // Set readyState - jqXHR.readyState = status > 0 ? 4 : 0; - - // Determine if successful - isSuccess = status >= 200 && status < 300 || status === 304; - - // Get response data - if ( responses ) { - response = ajaxHandleResponses( s, jqXHR, responses ); - } - - // Use a noop converter for missing script - if ( !isSuccess && jQuery.inArray( "script", s.dataTypes ) > -1 ) { - s.converters[ "text script" ] = function() {}; - } - - // Convert no matter what (that way responseXXX fields are always set) - response = ajaxConvert( s, response, jqXHR, isSuccess ); - - // If successful, handle type chaining - if ( isSuccess ) { - - // Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode. - if ( s.ifModified ) { - modified = jqXHR.getResponseHeader( "Last-Modified" ); - if ( modified ) { - jQuery.lastModified[ cacheURL ] = modified; - } - modified = jqXHR.getResponseHeader( "etag" ); - if ( modified ) { - jQuery.etag[ cacheURL ] = modified; - } - } - - // if no content - if ( status === 204 || s.type === "HEAD" ) { - statusText = "nocontent"; - - // if not modified - } else if ( status === 304 ) { - statusText = "notmodified"; - - // If we have data, let's convert it - } else { - statusText = response.state; - success = response.data; - error = response.error; - isSuccess = !error; - } - } else { - - // Extract error from statusText and normalize for non-aborts - error = statusText; - if ( status || !statusText ) { - statusText = "error"; - if ( status < 0 ) { - status = 0; - } - } - } - - // Set data for the fake xhr object - jqXHR.status = status; - jqXHR.statusText = ( nativeStatusText || statusText ) + ""; - - // Success/Error - if ( isSuccess ) { - deferred.resolveWith( callbackContext, [ success, statusText, jqXHR ] ); - } else { - deferred.rejectWith( callbackContext, [ jqXHR, statusText, error ] ); - } - - // Status-dependent callbacks - jqXHR.statusCode( statusCode ); - statusCode = undefined; - - if ( fireGlobals ) { - globalEventContext.trigger( isSuccess ? "ajaxSuccess" : "ajaxError", - [ jqXHR, s, isSuccess ? success : error ] ); - } - - // Complete - completeDeferred.fireWith( callbackContext, [ jqXHR, statusText ] ); - - if ( fireGlobals ) { - globalEventContext.trigger( "ajaxComplete", [ jqXHR, s ] ); - - // Handle the global AJAX counter - if ( !( --jQuery.active ) ) { - jQuery.event.trigger( "ajaxStop" ); - } - } - } - - return jqXHR; - }, - - getJSON: function( url, data, callback ) { - return jQuery.get( url, data, callback, "json" ); - }, - - getScript: function( url, callback ) { - return jQuery.get( url, undefined, callback, "script" ); - } -} ); - -jQuery.each( [ "get", "post" ], function( _i, method ) { - jQuery[ method ] = function( url, data, callback, type ) { - - // Shift arguments if data argument was omitted - if ( isFunction( data ) ) { - type = type || callback; - callback = data; - data = undefined; - } - - // The url can be an options object (which then must have .url) - return jQuery.ajax( jQuery.extend( { - url: url, - type: method, - dataType: type, - data: data, - success: callback - }, jQuery.isPlainObject( url ) && url ) ); - }; -} ); - -jQuery.ajaxPrefilter( function( s ) { - var i; - for ( i in s.headers ) { - if ( i.toLowerCase() === "content-type" ) { - s.contentType = s.headers[ i ] || ""; - } - } -} ); - - -jQuery._evalUrl = function( url, options, doc ) { - return jQuery.ajax( { - url: url, - - // Make this explicit, since user can override this through ajaxSetup (#11264) - type: "GET", - dataType: "script", - cache: true, - async: false, - global: false, - - // Only evaluate the response if it is successful (gh-4126) - // dataFilter is not invoked for failure responses, so using it instead - // of the default converter is kludgy but it works. - converters: { - "text script": function() {} - }, - dataFilter: function( response ) { - jQuery.globalEval( response, options, doc ); - } - } ); -}; - - -jQuery.fn.extend( { - wrapAll: function( html ) { - var wrap; - - if ( this[ 0 ] ) { - if ( isFunction( html ) ) { - html = html.call( this[ 0 ] ); - } - - // The elements to wrap the target around - wrap = jQuery( html, this[ 0 ].ownerDocument ).eq( 0 ).clone( true ); - - if ( this[ 0 ].parentNode ) { - wrap.insertBefore( this[ 0 ] ); - } - - wrap.map( function() { - var elem = this; - - while ( elem.firstElementChild ) { - elem = elem.firstElementChild; - } - - return elem; - } ).append( this ); - } - - return this; - }, - - wrapInner: function( html ) { - if ( isFunction( html ) ) { - return this.each( function( i ) { - jQuery( this ).wrapInner( html.call( this, i ) ); - } ); - } - - return this.each( function() { - var self = jQuery( this ), - contents = self.contents(); - - if ( contents.length ) { - contents.wrapAll( html ); - - } else { - self.append( html ); - } - } ); - }, - - wrap: function( html ) { - var htmlIsFunction = isFunction( html ); - - return this.each( function( i ) { - jQuery( this ).wrapAll( htmlIsFunction ? html.call( this, i ) : html ); - } ); - }, - - unwrap: function( selector ) { - this.parent( selector ).not( "body" ).each( function() { - jQuery( this ).replaceWith( this.childNodes ); - } ); - return this; - } -} ); - - -jQuery.expr.pseudos.hidden = function( elem ) { - return !jQuery.expr.pseudos.visible( elem ); -}; -jQuery.expr.pseudos.visible = function( elem ) { - return !!( elem.offsetWidth || elem.offsetHeight || elem.getClientRects().length ); -}; - - - - -jQuery.ajaxSettings.xhr = function() { - try { - return new window.XMLHttpRequest(); - } catch ( e ) {} -}; - -var xhrSuccessStatus = { - - // File protocol always yields status code 0, assume 200 - 0: 200, - - // Support: IE <=9 only - // #1450: sometimes IE returns 1223 when it should be 204 - 1223: 204 - }, - xhrSupported = jQuery.ajaxSettings.xhr(); - -support.cors = !!xhrSupported && ( "withCredentials" in xhrSupported ); -support.ajax = xhrSupported = !!xhrSupported; - -jQuery.ajaxTransport( function( options ) { - var callback, errorCallback; - - // Cross domain only allowed if supported through XMLHttpRequest - if ( support.cors || xhrSupported && !options.crossDomain ) { - return { - send: function( headers, complete ) { - var i, - xhr = options.xhr(); - - xhr.open( - options.type, - options.url, - options.async, - options.username, - options.password - ); - - // Apply custom fields if provided - if ( options.xhrFields ) { - for ( i in options.xhrFields ) { - xhr[ i ] = options.xhrFields[ i ]; - } - } - - // Override mime type if needed - if ( options.mimeType && xhr.overrideMimeType ) { - xhr.overrideMimeType( options.mimeType ); - } - - // X-Requested-With header - // For cross-domain requests, seeing as conditions for a preflight are - // akin to a jigsaw puzzle, we simply never set it to be sure. - // (it can always be set on a per-request basis or even using ajaxSetup) - // For same-domain requests, won't change header if already provided. - if ( !options.crossDomain && !headers[ "X-Requested-With" ] ) { - headers[ "X-Requested-With" ] = "XMLHttpRequest"; - } - - // Set headers - for ( i in headers ) { - xhr.setRequestHeader( i, headers[ i ] ); - } - - // Callback - callback = function( type ) { - return function() { - if ( callback ) { - callback = errorCallback = xhr.onload = - xhr.onerror = xhr.onabort = xhr.ontimeout = - xhr.onreadystatechange = null; - - if ( type === "abort" ) { - xhr.abort(); - } else if ( type === "error" ) { - - // Support: IE <=9 only - // On a manual native abort, IE9 throws - // errors on any property access that is not readyState - if ( typeof xhr.status !== "number" ) { - complete( 0, "error" ); - } else { - complete( - - // File: protocol always yields status 0; see #8605, #14207 - xhr.status, - xhr.statusText - ); - } - } else { - complete( - xhrSuccessStatus[ xhr.status ] || xhr.status, - xhr.statusText, - - // Support: IE <=9 only - // IE9 has no XHR2 but throws on binary (trac-11426) - // For XHR2 non-text, let the caller handle it (gh-2498) - ( xhr.responseType || "text" ) !== "text" || - typeof xhr.responseText !== "string" ? - { binary: xhr.response } : - { text: xhr.responseText }, - xhr.getAllResponseHeaders() - ); - } - } - }; - }; - - // Listen to events - xhr.onload = callback(); - errorCallback = xhr.onerror = xhr.ontimeout = callback( "error" ); - - // Support: IE 9 only - // Use onreadystatechange to replace onabort - // to handle uncaught aborts - if ( xhr.onabort !== undefined ) { - xhr.onabort = errorCallback; - } else { - xhr.onreadystatechange = function() { - - // Check readyState before timeout as it changes - if ( xhr.readyState === 4 ) { - - // Allow onerror to be called first, - // but that will not handle a native abort - // Also, save errorCallback to a variable - // as xhr.onerror cannot be accessed - window.setTimeout( function() { - if ( callback ) { - errorCallback(); - } - } ); - } - }; - } - - // Create the abort callback - callback = callback( "abort" ); - - try { - - // Do send the request (this may raise an exception) - xhr.send( options.hasContent && options.data || null ); - } catch ( e ) { - - // #14683: Only rethrow if this hasn't been notified as an error yet - if ( callback ) { - throw e; - } - } - }, - - abort: function() { - if ( callback ) { - callback(); - } - } - }; - } -} ); - - - - -// Prevent auto-execution of scripts when no explicit dataType was provided (See gh-2432) -jQuery.ajaxPrefilter( function( s ) { - if ( s.crossDomain ) { - s.contents.script = false; - } -} ); - -// Install script dataType -jQuery.ajaxSetup( { - accepts: { - script: "text/javascript, application/javascript, " + - "application/ecmascript, application/x-ecmascript" - }, - contents: { - script: /\b(?:java|ecma)script\b/ - }, - converters: { - "text script": function( text ) { - jQuery.globalEval( text ); - return text; - } - } -} ); - -// Handle cache's special case and crossDomain -jQuery.ajaxPrefilter( "script", function( s ) { - if ( s.cache === undefined ) { - s.cache = false; - } - if ( s.crossDomain ) { - s.type = "GET"; - } -} ); - -// Bind script tag hack transport -jQuery.ajaxTransport( "script", function( s ) { - - // This transport only deals with cross domain or forced-by-attrs requests - if ( s.crossDomain || s.scriptAttrs ) { - var script, callback; - return { - send: function( _, complete ) { - script = jQuery( " + + +
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      PackageDescription
      com.spotify.voyager +
      Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector + data.
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      com.spotify.voyager.jni +
      Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
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      com.spotify.voyager.jni.exception 
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      diff --git a/docs/java/overview-tree.html b/docs/java/overview-tree.html index 6d455947..430eeec6 100644 --- a/docs/java/overview-tree.html +++ b/docs/java/overview-tree.html @@ -1,52 +1,38 @@ - + - + - -Class Hierarchy (voyager 2.0.9 API) + - +Class Hierarchy (voyager 2.1.0 API) + - - - - - - - + -
      - -
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      Hierarchy For All Packages

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      - diff --git a/docs/java/apidocs/element-list b/docs/java/package-list similarity index 100% rename from docs/java/apidocs/element-list rename to docs/java/package-list diff --git a/docs/java/package-search-index.js b/docs/java/package-search-index.js index 41002eac..87e7f704 100644 --- a/docs/java/package-search-index.js +++ b/docs/java/package-search-index.js @@ -1 +1 @@ -packageSearchIndex = [{"l":"All Packages","url":"allpackages-index.html"},{"l":"com.spotify.voyager"},{"l":"com.spotify.voyager.jni"},{"l":"com.spotify.voyager.jni.utils"}] \ No newline at end of file +packageSearchIndex = [{"l":"All Packages","u":"allpackages-index.html"},{"l":"com.spotify.voyager"},{"l":"com.spotify.voyager.jni"},{"l":"com.spotify.voyager.jni.exception"},{"l":"com.spotify.voyager.jni.utils"}];updateSearchResults(); \ No newline at end of file diff --git a/docs/java/package-search-index.zip b/docs/java/package-search-index.zip deleted file mode 100644 index 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- } - createElem(doc, tag, 'search.js'); - - $.get(pathtoroot + "module-search-index.zip") - .done(function() { - JSZipUtils.getBinaryContent(pathtoroot + "module-search-index.zip", function(e, data) { - JSZip.loadAsync(data).then(function(zip){ - zip.file("module-search-index.json").async("text").then(function(content){ - moduleSearchIndex = JSON.parse(content); - }); - }); - }); - }); - $.get(pathtoroot + "package-search-index.zip") - .done(function() { - JSZipUtils.getBinaryContent(pathtoroot + "package-search-index.zip", function(e, data) { - JSZip.loadAsync(data).then(function(zip){ - zip.file("package-search-index.json").async("text").then(function(content){ - packageSearchIndex = JSON.parse(content); - }); - }); - }); - }); - $.get(pathtoroot + "type-search-index.zip") - .done(function() { - JSZipUtils.getBinaryContent(pathtoroot + "type-search-index.zip", function(e, data) { - JSZip.loadAsync(data).then(function(zip){ - zip.file("type-search-index.json").async("text").then(function(content){ - typeSearchIndex = JSON.parse(content); - }); - }); - }); - }); - $.get(pathtoroot + "member-search-index.zip") - .done(function() { - JSZipUtils.getBinaryContent(pathtoroot + "member-search-index.zip", function(e, data) { - JSZip.loadAsync(data).then(function(zip){ - zip.file("member-search-index.json").async("text").then(function(content){ - memberSearchIndex = JSON.parse(content); - }); - }); - }); - }); - $.get(pathtoroot + "tag-search-index.zip") - .done(function() { - JSZipUtils.getBinaryContent(pathtoroot + "tag-search-index.zip", function(e, data) { - JSZip.loadAsync(data).then(function(zip){ - zip.file("tag-search-index.json").async("text").then(function(content){ - tagSearchIndex = JSON.parse(content); - }); - }); - }); - }); - if (!moduleSearchIndex) { - createElem(doc, tag, 'module-search-index.js'); - } - if (!packageSearchIndex) { - createElem(doc, tag, 'package-search-index.js'); - } - if (!typeSearchIndex) { - createElem(doc, tag, 'type-search-index.js'); - } - if (!memberSearchIndex) { - createElem(doc, tag, 'member-search-index.js'); - } - if (!tagSearchIndex) { - createElem(doc, tag, 'tag-search-index.js'); - } - $(window).resize(function() { - $('.navPadding').css('padding-top', $('.fixedNav').css("height")); - }); -} - -function createElem(doc, tag, path) { - var script = doc.createElement(tag); - var scriptElement = doc.getElementsByTagName(tag)[0]; - script.src = pathtoroot + path; - scriptElement.parentNode.insertBefore(script, scriptElement); -} - -function show(type) { +function show(type) +{ count = 0; - for (var key in data) { + for (var key in methods) { var row = document.getElementById(key); - if ((data[key] & type) !== 0) { + if ((methods[key] & type) != 0) { row.style.display = ''; row.className = (count++ % 2) ? rowColor : altColor; } @@ -128,7 +13,8 @@ function show(type) { updateTabs(type); } -function updateTabs(type) { +function updateTabs(type) +{ for (var value in tabs) { var sNode = document.getElementById(tabs[value][0]); var spanNode = sNode.firstChild; @@ -142,8 +28,3 @@ function updateTabs(type) { } } } - -function updateModuleFrame(pFrame, cFrame) { - top.packageFrame.location = pFrame; - top.classFrame.location = cFrame; -} diff --git a/docs/java/search-page.js b/docs/java/search-page.js deleted file mode 100644 index 540c90f5..00000000 --- a/docs/java/search-page.js +++ /dev/null @@ -1,284 +0,0 @@ -/* - * Copyright (c) 2022, 2023, Oracle and/or its affiliates. All rights reserved. - * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER. - * - * This code is free software; you can redistribute it and/or modify it - * under the terms of the GNU General Public License version 2 only, as - * published by the Free Software Foundation. Oracle designates this - * particular file as subject to the "Classpath" exception as provided - * by Oracle in the LICENSE file that accompanied this code. - * - * This code is distributed in the hope that it will be useful, but WITHOUT - * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or - * FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License - * version 2 for more details (a copy is included in the LICENSE file that - * accompanied this code). - * - * You should have received a copy of the GNU General Public License version - * 2 along with this work; if not, write to the Free Software Foundation, - * Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA. - * - * Please contact Oracle, 500 Oracle Parkway, Redwood Shores, CA 94065 USA - * or visit www.oracle.com if you need additional information or have any - * questions. - */ - -"use strict"; -$(function() { - var copy = $("#page-search-copy"); - var expand = $("#page-search-expand"); - var searchLink = $("span#page-search-link"); - var redirect = $("input#search-redirect"); - function setSearchUrlTemplate() { - var href = document.location.href.split(/[#?]/)[0]; - href += "?q=" + "%s"; - if (redirect.is(":checked")) { - href += "&r=1"; - } - searchLink.html(href); - copy[0].onmouseenter(); - } - function copyLink(e) { - copyToClipboard(this.previousSibling.innerText); - switchCopyLabel(this, this.lastElementChild); - } - copy.click(copyLink); - copy[0].onmouseenter = function() {}; - redirect.click(setSearchUrlTemplate); - setSearchUrlTemplate(); - copy.prop("disabled", false); - redirect.prop("disabled", false); - expand.click(function (e) { - var searchInfo = $("div.page-search-info"); - if(this.parentElement.hasAttribute("open")) { - searchInfo.attr("style", "border-width: 0;"); - } else { - searchInfo.attr("style", "border-width: 1px;").height(searchInfo.prop("scrollHeight")); - } - }); -}); -$(window).on("load", function() { - var input = $("#page-search-input"); - var reset = $("#page-search-reset"); - var notify = $("#page-search-notify"); - var resultSection = $("div#result-section"); - var resultContainer = $("div#result-container"); - var searchTerm = ""; - var activeTab = ""; - var fixedTab = false; - var visibleTabs = []; - var feelingLucky = false; - function renderResults(result) { - if (!result.length) { - notify.html(messages.noResult); - } else if (result.length === 1) { - notify.html(messages.oneResult); - } else { - notify.html(messages.manyResults.replace("{0}", result.length)); - } - resultContainer.empty(); - var r = { - "types": [], - "members": [], - "packages": [], - "modules": [], - "searchTags": [] - }; - for (var i in result) { - var item = result[i]; - var arr = r[item.category]; - arr.push(item); - } - if (!activeTab || r[activeTab].length === 0 || !fixedTab) { - Object.keys(r).reduce(function(prev, curr) { - if (r[curr].length > 0 && r[curr][0].score > prev) { - activeTab = curr; - return r[curr][0].score; - } - return prev; - }, 0); - } - if (feelingLucky && activeTab) { - notify.html(messages.redirecting) - var firstItem = r[activeTab][0]; - window.location = getURL(firstItem.indexItem, firstItem.category); - return; - } - if (result.length > 20) { - if (searchTerm[searchTerm.length - 1] === ".") { - if (activeTab === "types" && r["members"].length > r["types"].length) { - activeTab = "members"; - } else if (activeTab === "packages" && r["types"].length > r["packages"].length) { - activeTab = "types"; - } - } - } - var categoryCount = Object.keys(r).reduce(function(prev, curr) { - return prev + (r[curr].length > 0 ? 1 : 0); - }, 0); - visibleTabs = []; - var tabContainer = $("
      ").appendTo(resultContainer); - for (var key in r) { - var id = "#result-tab-" + key.replace("searchTags", "search_tags"); - if (r[key].length) { - var count = r[key].length >= 1000 ? "999+" : r[key].length; - if (result.length > 20 && categoryCount > 1) { - var button = $("").appendTo(tabContainer); - button.click(key, function(e) { - fixedTab = true; - renderResult(e.data, $(this)); - }); - visibleTabs.push(key); - } else { - $("" + categories[key] - + " (" + count + ")").appendTo(tabContainer); - renderTable(key, r[key]).appendTo(resultContainer); - tabContainer = $("
      ").appendTo(resultContainer); - - } - } - } - if (activeTab && result.length > 20 && categoryCount > 1) { - $("button#result-tab-" + activeTab).addClass("active-table-tab"); - renderTable(activeTab, r[activeTab]).appendTo(resultContainer); - } - resultSection.show(); - function renderResult(category, button) { - activeTab = category; - setSearchUrl(); - resultContainer.find("div.summary-table").remove(); - renderTable(activeTab, r[activeTab]).appendTo(resultContainer); - button.siblings().removeClass("active-table-tab"); - button.addClass("active-table-tab"); - } - } - function selectTab(category) { - $("button#result-tab-" + category).click(); - } - function renderTable(category, items) { - var table = $("
      ") - .addClass(category === "modules" - ? "one-column-search-results" - : "two-column-search-results"); - var col1, col2; - if (category === "modules") { - col1 = "Module"; - } else if (category === "packages") { - col1 = "Module"; - col2 = "Package"; - } else if (category === "types") { - col1 = "Package"; - col2 = "Class" - } else if (category === "members") { - col1 = "Class"; - col2 = "Member"; - } else if (category === "searchTags") { - col1 = "Location"; - col2 = "Name"; - } - $("
      " + col1 + "
      ").appendTo(table); - if (category !== "modules") { - $("
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      ").html(container).addClass("col-plain").addClass(rowColor).appendTo(table); - } - $("
      ").html(link).addClass("col-last").addClass(rowColor).appendTo(table); - } - var timeout; - function schedulePageSearch() { - if (timeout) { - clearTimeout(timeout); - } - timeout = setTimeout(function () { - doPageSearch() - }, 100); - } - function doPageSearch() { - setSearchUrl(); - var term = searchTerm = input.val().trim(); - if (term === "") { - notify.html(messages.enterTerm); - activeTab = ""; - fixedTab = false; - resultContainer.empty(); - resultSection.hide(); - } else { - notify.html(messages.searching); - doSearch({ term: term, maxResults: 1200 }, renderResults); - } - } - function setSearchUrl() { - var query = input.val().trim(); - var url = document.location.pathname; - if (query) { - url += "?q=" + encodeURI(query); - if (activeTab && fixedTab) { - url += "&c=" + activeTab; - } - } - history.replaceState({query: query}, "", url); - } - input.on("input", function(e) { - feelingLucky = false; - schedulePageSearch(); - }); - $(document).keydown(function(e) { - if ((e.ctrlKey || e.metaKey) && (e.key === "ArrowLeft" || e.key === "ArrowRight")) { - if (activeTab && visibleTabs.length > 1) { - var idx = visibleTabs.indexOf(activeTab); - idx += e.key === "ArrowLeft" ? visibleTabs.length - 1 : 1; - selectTab(visibleTabs[idx % visibleTabs.length]); - return false; - } - } - }); - reset.click(function() { - notify.html(messages.enterTerm); - resultSection.hide(); - activeTab = ""; - fixedTab = false; - resultContainer.empty(); - input.val('').focus(); - setSearchUrl(); - }); - input.prop("disabled", false); - reset.prop("disabled", false); - - var urlParams = new URLSearchParams(window.location.search); - if (urlParams.has("q")) { - input.val(urlParams.get("q")) - } - if (urlParams.has("c")) { - activeTab = urlParams.get("c"); - fixedTab = true; - } - if (urlParams.get("r")) { - feelingLucky = true; - } - if (input.val()) { - doPageSearch(); - } else { - notify.html(messages.enterTerm); - } - input.select().focus(); -}); diff --git a/docs/java/search.html b/docs/java/search.html deleted file mode 100644 index 22515698..00000000 --- a/docs/java/search.html +++ /dev/null @@ -1,77 +0,0 @@ - - - - -Search (voyager 2.0.9 API) - - - - - - - - - - - - - - -
      - -
      -
      -

      Search

      -
      - - -
      -Additional resources -
      -
      -
      -

      The help page provides an introduction to the scope and syntax of JavaDoc search.

      -

      You can use the <ctrl> or <cmd> keys in combination with the left and right arrow keys to switch between result tabs in this page.

      -

      The URL template below may be used to configure this page as a search engine in browsers that support this feature. It has been tested to work in Google Chrome and Mozilla Firefox. Note that other browsers may not support this feature or require a different URL format.

      -link -

      - -

      -
      -

      Loading search index...

      - -
      -
      -
      -

      Copyright © 2024. All rights reserved.

      -
      -
      -
      - - diff --git a/docs/java/search.js b/docs/java/search.js index 8492271e..2246cdd0 100644 --- a/docs/java/search.js +++ b/docs/java/search.js @@ -1,5 +1,5 @@ /* - * Copyright (c) 2015, 2018, Oracle and/or its affiliates. All rights reserved. + * Copyright (c) 2015, 2020, Oracle and/or its affiliates. All rights reserved. * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER. * * This code is free software; you can redistribute it and/or modify it @@ -24,65 +24,100 @@ */ var noResult = {l: "No results found"}; +var loading = {l: "Loading search index..."}; var catModules = "Modules"; var catPackages = "Packages"; var catTypes = "Types"; var catMembers = "Members"; -var catSearchTags = "SearchTags"; -var highlight = "$&"; -var camelCaseRegexp = ""; -var secondaryMatcher = ""; -function getHighlightedText(item) { - var ccMatcher = new RegExp(camelCaseRegexp); - var label = item.replace(ccMatcher, highlight); - if (label === item) { - label = item.replace(secondaryMatcher, highlight); +var catSearchTags = "Search Tags"; +var highlight = "$&"; +var searchPattern = ""; +var fallbackPattern = ""; +var RANKING_THRESHOLD = 2; +var NO_MATCH = 0xffff; +var MIN_RESULTS = 3; +var MAX_RESULTS = 500; +var UNNAMED = ""; +function escapeHtml(str) { + return str.replace(//g, ">"); +} +function getHighlightedText(item, matcher, fallbackMatcher) { + var escapedItem = escapeHtml(item); + var highlighted = escapedItem.replace(matcher, highlight); + if (highlighted === escapedItem) { + highlighted = escapedItem.replace(fallbackMatcher, highlight) } - return label; + return highlighted; } function getURLPrefix(ui) { var urlPrefix=""; - if (useModuleDirectories) { - var slash = "/"; - if (ui.item.category === catModules) { - return ui.item.l + slash; - } else if (ui.item.category === catPackages && ui.item.m) { - return ui.item.m + slash; - } else if ((ui.item.category === catTypes && ui.item.p) || ui.item.category === catMembers) { + var slash = "/"; + if (ui.item.category === catModules) { + return ui.item.l + slash; + } else if (ui.item.category === catPackages && ui.item.m) { + return ui.item.m + slash; + } else if (ui.item.category === catTypes || ui.item.category === catMembers) { + if (ui.item.m) { + urlPrefix = ui.item.m + slash; + } else { $.each(packageSearchIndex, function(index, item) { - if (item.m && ui.item.p == item.l) { + if (item.m && ui.item.p === item.l) { urlPrefix = item.m + slash; } }); - return urlPrefix; - } else { - return urlPrefix; } } return urlPrefix; } +function createSearchPattern(term) { + var pattern = ""; + var isWordToken = false; + term.replace(/,\s*/g, ", ").trim().split(/\s+/).forEach(function(w, index) { + if (index > 0) { + // whitespace between identifiers is significant + pattern += (isWordToken && /^\w/.test(w)) ? "\\s+" : "\\s*"; + } + var tokens = w.split(/(?=[A-Z,.()<>[\/])/); + for (var i = 0; i < tokens.length; i++) { + var s = tokens[i]; + if (s === "") { + continue; + } + pattern += $.ui.autocomplete.escapeRegex(s); + isWordToken = /\w$/.test(s); + if (isWordToken) { + pattern += "([a-z0-9_$<>\\[\\]]*?)"; + } + } + }); + return pattern; +} +function createMatcher(pattern, flags) { + var isCamelCase = /[A-Z]/.test(pattern); + return new RegExp(pattern, flags + (isCamelCase ? "" : "i")); +} var watermark = 'Search'; $(function() { - $("#search").val(''); - $("#search").prop("disabled", false); - $("#reset").prop("disabled", false); - $("#search").val(watermark).addClass('watermark'); - $("#search").blur(function() { - if ($(this).val().length == 0) { + var search = $("#search-input"); + var reset = $("#reset-button"); + search.val(''); + search.prop("disabled", false); + reset.prop("disabled", false); + search.val(watermark).addClass('watermark'); + search.blur(function() { + if ($(this).val().length === 0) { $(this).val(watermark).addClass('watermark'); } }); - $("#search").on('click keydown', function() { - if ($(this).val() == watermark) { + search.on('click keydown paste', function() { + if ($(this).val() === watermark) { $(this).val('').removeClass('watermark'); } }); - $("#reset").click(function() { - $("#search").val(''); - $("#search").focus(); + reset.click(function() { + search.val('').focus(); }); - $("#search").focus(); - $("#search")[0].setSelectionRange(0, 0); + search.focus()[0].setSelectionRange(0, 0); }); $.widget("custom.catcomplete", $.ui.autocomplete, { _create: function() { @@ -90,224 +125,217 @@ $.widget("custom.catcomplete", $.ui.autocomplete, { this.widget().menu("option", "items", "> :not(.ui-autocomplete-category)"); }, _renderMenu: function(ul, items) { - var rMenu = this, - currentCategory = ""; + var rMenu = this; + var currentCategory = ""; rMenu.menu.bindings = $(); $.each(items, function(index, item) { var li; - if (item.l !== noResult.l && item.category !== currentCategory) { + if (item.category && item.category !== currentCategory) { ul.append("
    • " + item.category + "
      • "); currentCategory = item.category; } li = rMenu._renderItemData(ul, item); if (item.category) { li.attr("aria-label", item.category + " : " + item.l); - li.attr("class", "resultItem"); + li.attr("class", "result-item"); } else { li.attr("aria-label", item.l); - li.attr("class", "resultItem"); + li.attr("class", "result-item"); } }); }, _renderItem: function(ul, item) { var label = ""; + var matcher = createMatcher(escapeHtml(searchPattern), "g"); + var fallbackMatcher = new RegExp(fallbackPattern, "gi") if (item.category === catModules) { - label = getHighlightedText(item.l); + label = getHighlightedText(item.l, matcher, fallbackMatcher); } else if (item.category === catPackages) { - label = (item.m) - ? getHighlightedText(item.m + "/" + item.l) - : getHighlightedText(item.l); + label = getHighlightedText(item.l, matcher, fallbackMatcher); } else if (item.category === catTypes) { - label = (item.p) - ? getHighlightedText(item.p + "." + item.l) - : getHighlightedText(item.l); + label = (item.p && item.p !== UNNAMED) + ? getHighlightedText(item.p + "." + item.l, matcher, fallbackMatcher) + : getHighlightedText(item.l, matcher, fallbackMatcher); } else if (item.category === catMembers) { - label = getHighlightedText(item.p + "." + (item.c + "." + item.l)); + label = (item.p && item.p !== UNNAMED) + ? getHighlightedText(item.p + "." + item.c + "." + item.l, matcher, fallbackMatcher) + : getHighlightedText(item.c + "." + item.l, matcher, fallbackMatcher); } else if (item.category === catSearchTags) { - label = getHighlightedText(item.l); + label = getHighlightedText(item.l, matcher, fallbackMatcher); } else { label = item.l; } var li = $("
    • ").appendTo(ul); var div = $("
      ").appendTo(li); - if (item.category === catSearchTags) { + if (item.category === catSearchTags && item.h) { if (item.d) { - div.html(label + " (" + item.h + ")
      " + div.html(label + " (" + item.h + ")
      " + item.d + "
      "); } else { - div.html(label + " (" + item.h + ")"); + div.html(label + " (" + item.h + ")"); } } else { - div.html(label); + if (item.m) { + div.html(item.m + "/" + label); + } else { + div.html(label); + } } return li; } }); -$(function() { - $("#search").catcomplete({ - minLength: 1, - delay: 100, - source: function(request, response) { - var result = new Array(); - var presult = new Array(); - var tresult = new Array(); - var mresult = new Array(); - var tgresult = new Array(); - var secondaryresult = new Array(); - var displayCount = 0; - var exactMatcher = new RegExp("^" + $.ui.autocomplete.escapeRegex(request.term) + "$", "i"); - camelCaseRegexp = ($.ui.autocomplete.escapeRegex(request.term)).split(/(?=[A-Z])/).join("([a-z0-9_$]*?)"); - var camelCaseMatcher = new RegExp("^" + camelCaseRegexp); - secondaryMatcher = new RegExp($.ui.autocomplete.escapeRegex(request.term), "i"); +function rankMatch(match, category) { + if (!match) { + return NO_MATCH; + } + var index = match.index; + var input = match.input; + var leftBoundaryMatch = 2; + var periferalMatch = 0; + // make sure match is anchored on a left word boundary + if (index === 0 || /\W/.test(input[index - 1]) || "_" === input[index]) { + leftBoundaryMatch = 0; + } else if ("_" === input[index - 1] || (input[index] === input[index].toUpperCase() && !/^[A-Z0-9_$]+$/.test(input))) { + leftBoundaryMatch = 1; + } + var matchEnd = index + match[0].length; + var leftParen = input.indexOf("("); + var endOfName = leftParen > -1 ? leftParen : input.length; + // exclude peripheral matches + if (category !== catModules && category !== catSearchTags) { + var delim = category === catPackages ? "/" : "."; + if (leftParen > -1 && leftParen < index) { + periferalMatch += 2; + } else if (input.lastIndexOf(delim, endOfName) >= matchEnd) { + periferalMatch += 2; + } + } + var delta = match[0].length === endOfName ? 0 : 1; // rank full match higher than partial match + for (var i = 1; i < match.length; i++) { + // lower ranking if parts of the name are missing + if (match[i]) + delta += match[i].length; + } + if (category === catTypes) { + // lower ranking if a type name contains unmatched camel-case parts + if (/[A-Z]/.test(input.substring(matchEnd))) + delta += 5; + if (/[A-Z]/.test(input.substring(0, index))) + delta += 5; + } + return leftBoundaryMatch + periferalMatch + (delta / 200); - // Return the nested innermost name from the specified object - function nestedName(e) { - return e.l.substring(e.l.lastIndexOf(".") + 1); - } +} +function doSearch(request, response) { + var result = []; + searchPattern = createSearchPattern(request.term); + fallbackPattern = createSearchPattern(request.term.toLowerCase()); + if (searchPattern === "") { + return this.close(); + } + var camelCaseMatcher = createMatcher(searchPattern, ""); + var fallbackMatcher = new RegExp(fallbackPattern, "i"); - function concatResults(a1, a2) { - a1 = a1.concat(a2); - a2.length = 0; - return a1; - } + function searchIndexWithMatcher(indexArray, matcher, category, nameFunc) { + if (indexArray) { + var newResults = []; + $.each(indexArray, function (i, item) { + item.category = category; + var ranking = rankMatch(matcher.exec(nameFunc(item)), category); + if (ranking < RANKING_THRESHOLD) { + newResults.push({ranking: ranking, item: item}); + } + return newResults.length <= MAX_RESULTS; + }); + return newResults.sort(function(e1, e2) { + return e1.ranking - e2.ranking; + }).map(function(e) { + return e.item; + }); + } + return []; + } + function searchIndex(indexArray, category, nameFunc) { + var primaryResults = searchIndexWithMatcher(indexArray, camelCaseMatcher, category, nameFunc); + result = result.concat(primaryResults); + if (primaryResults.length <= MIN_RESULTS && !camelCaseMatcher.ignoreCase) { + var secondaryResults = searchIndexWithMatcher(indexArray, fallbackMatcher, category, nameFunc); + result = result.concat(secondaryResults.filter(function (item) { + return primaryResults.indexOf(item) === -1; + })); + } + } - if (moduleSearchIndex) { - var mdleCount = 0; - $.each(moduleSearchIndex, function(index, item) { - item.category = catModules; - if (exactMatcher.test(item.l)) { - result.push(item); - mdleCount++; - } else if (camelCaseMatcher.test(item.l)) { - result.push(item); - } else if (secondaryMatcher.test(item.l)) { - secondaryresult.push(item); - } - }); - displayCount = mdleCount; - result = concatResults(result, secondaryresult); - } - if (packageSearchIndex) { - var pCount = 0; - var pkg = ""; - $.each(packageSearchIndex, function(index, item) { - item.category = catPackages; - pkg = (item.m) - ? (item.m + "/" + item.l) - : item.l; - if (exactMatcher.test(item.l)) { - presult.push(item); - pCount++; - } else if (camelCaseMatcher.test(pkg)) { - presult.push(item); - } else if (secondaryMatcher.test(pkg)) { - secondaryresult.push(item); - } - }); - result = result.concat(concatResults(presult, secondaryresult)); - displayCount = (pCount > displayCount) ? pCount : displayCount; - } - if (typeSearchIndex) { - var tCount = 0; - $.each(typeSearchIndex, function(index, item) { - item.category = catTypes; - var s = nestedName(item); - if (exactMatcher.test(s)) { - tresult.push(item); - tCount++; - } else if (camelCaseMatcher.test(s)) { - tresult.push(item); - } else if (secondaryMatcher.test(item.p + "." + item.l)) { - secondaryresult.push(item); - } - }); - result = result.concat(concatResults(tresult, secondaryresult)); - displayCount = (tCount > displayCount) ? tCount : displayCount; - } - if (memberSearchIndex) { - var mCount = 0; - $.each(memberSearchIndex, function(index, item) { - item.category = catMembers; - var s = nestedName(item); - if (exactMatcher.test(s)) { - mresult.push(item); - mCount++; - } else if (camelCaseMatcher.test(s)) { - mresult.push(item); - } else if (secondaryMatcher.test(item.c + "." + item.l)) { - secondaryresult.push(item); - } - }); - result = result.concat(concatResults(mresult, secondaryresult)); - displayCount = (mCount > displayCount) ? mCount : displayCount; - } - if (tagSearchIndex) { - var tgCount = 0; - $.each(tagSearchIndex, function(index, item) { - item.category = catSearchTags; - if (exactMatcher.test(item.l)) { - tgresult.push(item); - tgCount++; - } else if (secondaryMatcher.test(item.l)) { - secondaryresult.push(item); - } - }); - result = result.concat(concatResults(tgresult, secondaryresult)); - displayCount = (tgCount > displayCount) ? tgCount : displayCount; - } - displayCount = (displayCount > 500) ? displayCount : 500; - var counter = function() { - var count = {Modules: 0, Packages: 0, Types: 0, Members: 0, SearchTags: 0}; - var f = function(item) { - count[item.category] += 1; - return (count[item.category] <= displayCount); - }; - return f; - }(); - response(result.filter(counter)); - }, + searchIndex(moduleSearchIndex, catModules, function(item) { return item.l; }); + searchIndex(packageSearchIndex, catPackages, function(item) { + return (item.m && request.term.indexOf("/") > -1) + ? (item.m + "/" + item.l) : item.l; + }); + searchIndex(typeSearchIndex, catTypes, function(item) { + return request.term.indexOf(".") > -1 ? item.p + "." + item.l : item.l; + }); + searchIndex(memberSearchIndex, catMembers, function(item) { + return request.term.indexOf(".") > -1 + ? item.p + "." + item.c + "." + item.l : item.l; + }); + searchIndex(tagSearchIndex, catSearchTags, function(item) { return item.l; }); + + if (!indexFilesLoaded()) { + updateSearchResults = function() { + doSearch(request, response); + } + result.unshift(loading); + } else { + updateSearchResults = function() {}; + } + response(result); +} +$(function() { + $("#search-input").catcomplete({ + minLength: 1, + delay: 300, + source: doSearch, response: function(event, ui) { if (!ui.content.length) { ui.content.push(noResult); } else { - $("#search").empty(); + $("#search-input").empty(); } }, autoFocus: true, + focus: function(event, ui) { + return false; + }, position: { collision: "flip" }, select: function(event, ui) { - if (ui.item.l !== noResult.l) { + if (ui.item.category) { var url = getURLPrefix(ui); if (ui.item.category === catModules) { - if (useModuleDirectories) { - url += "module-summary.html"; - } else { - url = ui.item.l + "-summary.html"; - } + url += "module-summary.html"; } else if (ui.item.category === catPackages) { - if (ui.item.url) { - url = ui.item.url; + if (ui.item.u) { + url = ui.item.u; } else { - url += ui.item.l.replace(/\./g, '/') + "/package-summary.html"; + url += ui.item.l.replace(/\./g, '/') + "/package-summary.html"; } } else if (ui.item.category === catTypes) { - if (ui.item.url) { - url = ui.item.url; - } else if (ui.item.p === "") { + if (ui.item.u) { + url = ui.item.u; + } else if (ui.item.p === UNNAMED) { url += ui.item.l + ".html"; } else { url += ui.item.p.replace(/\./g, '/') + "/" + ui.item.l + ".html"; } } else if (ui.item.category === catMembers) { - if (ui.item.p === "") { + if (ui.item.p === UNNAMED) { url += ui.item.c + ".html" + "#"; } else { url += ui.item.p.replace(/\./g, '/') + "/" + ui.item.c + ".html" + "#"; } - if (ui.item.url) { - url += ui.item.url; + if (ui.item.u) { + url += ui.item.u; } else { url += ui.item.l; } @@ -319,7 +347,7 @@ $(function() { } else { window.location.href = pathtoroot + url; } - $("#search").focus(); + $("#search-input").focus(); } } }); diff --git a/docs/java/serialized-form.html b/docs/java/serialized-form.html new file mode 100644 index 00000000..7fbb9ad9 --- /dev/null +++ b/docs/java/serialized-form.html @@ -0,0 +1,139 @@ + + + + + + +Serialized Form (voyager 2.1.0 API) + + + + + + + + +
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      + + diff --git a/docs/java/stylesheet.css b/docs/java/stylesheet.css index de945eda..4a576bd2 100644 --- a/docs/java/stylesheet.css +++ b/docs/java/stylesheet.css @@ -1,4 +1,4 @@ -/* +/* * Javadoc style sheet */ @@ -40,13 +40,6 @@ a[href]:hover, a[href]:focus { a[name] { color:#353833; } -a[name]:before, a[name]:target, a[id]:before, a[id]:target { - content:""; - display:inline-block; - position:relative; - padding-top:129px; - margin-top:-129px; -} pre { font-family:'DejaVu Sans Mono', monospace; font-size:14px; @@ -59,22 +52,24 @@ h2 { } h3 { font-size:16px; - font-style:italic; } h4 { - font-size:13px; + font-size:15px; } h5 { - font-size:12px; + font-size:14px; } h6 { - font-size:11px; + font-size:13px; } ul { list-style-type:disc; } code, tt { font-family:'DejaVu Sans Mono', monospace; +} +:not(h1, h2, h3, h4, h5, h6) > code, +:not(h1, h2, h3, h4, h5, h6) > tt { font-size:14px; padding-top:4px; margin-top:8px; @@ -85,7 +80,7 @@ dt code { font-size:14px; padding-top:4px; } -table tr td dt code { +.summary-table dt code { font-family:'DejaVu Sans Mono', monospace; font-size:14px; vertical-align:top; @@ -94,7 +89,10 @@ table tr td dt code { sup { font-size:8px; } - +button { + font-family: 'DejaVu Sans', Arial, Helvetica, sans-serif; + font-size: 14px; +} /* * Styles for HTML generated by javadoc. * @@ -106,26 +104,19 @@ sup { */ .clear { clear:both; - height:0px; + height:0; overflow:hidden; } -.aboutLanguage { +.about-language { float:right; - padding:0px 21px; + padding:0 21px 8px 8px; font-size:11px; - z-index:200; margin-top:-9px; + height:2.9em; } -.legalCopy { +.legal-copy { margin-left:.5em; } -.bar a, .bar a:link, .bar a:visited, .bar a:active { - color:#FFFFFF; - text-decoration:none; -} -.bar a:hover, .bar a:focus { - color:#bb7a2a; -} .tab { background-color:#0066FF; color:#ffffff; @@ -136,152 +127,124 @@ sup { /* * Styles for navigation bar. */ -.bar { - background-color:#4D7A97; - color:#FFFFFF; - padding:.8em .5em .4em .8em; - height:auto;/*height:1.8em;*/ - font-size:11px; - margin:0; -} -.navPadding { - padding-top: 107px; -} -.fixedNav { - position:fixed; - width:100%; - z-index:999; - background-color:#ffffff; -} -.topNav { +@media screen { + .flex-box { + position:fixed; + display:flex; + flex-direction:column; + height: 100%; + width: 100%; + } + .flex-header { + flex: 0 0 auto; + } + .flex-content { + flex: 1 1 auto; + overflow-y: auto; + } +} +.top-nav { background-color:#4D7A97; color:#FFFFFF; float:left; padding:0; width:100%; clear:right; - height:2.8em; - padding-top:10px; - overflow:hidden; - font-size:12px; -} -.bottomNav { - margin-top:10px; - background-color:#4D7A97; - color:#FFFFFF; - float:left; - padding:0; - width:100%; - clear:right; - height:2.8em; + min-height:2.8em; padding-top:10px; overflow:hidden; font-size:12px; } -.subNav { +.sub-nav { background-color:#dee3e9; float:left; width:100%; overflow:hidden; font-size:12px; } -.subNav div { +.sub-nav div { clear:left; float:left; padding:0 0 5px 6px; text-transform:uppercase; } -ul.navList, ul.subNavList { +.sub-nav .nav-list { + padding-top:5px; +} +ul.nav-list { + display:block; + margin:0 25px 0 0; + padding:0; +} +ul.sub-nav-list { float:left; margin:0 25px 0 0; padding:0; } -ul.navList li{ +ul.nav-list li { list-style:none; float:left; padding: 5px 6px; text-transform:uppercase; } -ul.navListSearch { +.sub-nav .nav-list-search { float:right; margin:0 0 0 0; - padding:0; -} -ul.navListSearch li { - list-style:none; - float:right; - padding: 5px 6px; - text-transform:uppercase; + padding:5px 6px; + clear:none; } -ul.navListSearch li label { +.nav-list-search label { position:relative; right:-16px; } -ul.subNavList li { +ul.sub-nav-list li { list-style:none; float:left; + padding-top:10px; } -.topNav a:link, .topNav a:active, .topNav a:visited, .bottomNav a:link, .bottomNav a:active, .bottomNav a:visited { +.top-nav a:link, .top-nav a:active, .top-nav a:visited { color:#FFFFFF; text-decoration:none; text-transform:uppercase; } -.topNav a:hover, .bottomNav a:hover { +.top-nav a:hover { text-decoration:none; color:#bb7a2a; text-transform:uppercase; } -.navBarCell1Rev { +.nav-bar-cell1-rev { background-color:#F8981D; color:#253441; margin: auto 5px; } -.skipNav { +.skip-nav { position:absolute; top:auto; left:-9999px; overflow:hidden; } /* - * Styles for page header and footer. + * Hide navigation links and search box in print layout */ -.header, .footer { - clear:both; - margin:0 20px; - padding:5px 0 0 0; -} -.indexNav { - position:relative; - font-size:12px; - background-color:#dee3e9; -} -.indexNav ul { - margin-top:0; - padding:5px; -} -.indexNav ul li { - display:inline; - list-style-type:none; - padding-right:10px; - text-transform:uppercase; -} -.indexNav h1 { - font-size:13px; +@media print { + ul.nav-list, div.sub-nav { + display:none; + } } +/* + * Styles for page header and footer. + */ .title { color:#2c4557; margin:10px 0; } -.subTitle { +.sub-title { margin:5px 0 0 0; } .header ul { margin:0 0 15px 0; padding:0; } -.footer ul { - margin:20px 0 5px 0; -} .header ul li, .footer ul li { list-style:none; font-size:13px; @@ -289,69 +252,49 @@ ul.subNavList li { /* * Styles for headings. */ -div.details ul.blockList ul.blockList ul.blockList li.blockList h4, div.details ul.blockList ul.blockList ul.blockListLast li.blockList h4 { - background-color:#dee3e9; - border:1px solid #d0d9e0; - margin:0 0 6px -8px; - padding:7px 5px; +body.class-declaration-page .summary h2, +body.class-declaration-page .details h2, +body.class-use-page h2, +body.module-declaration-page .block-list h2 { + font-style: italic; + padding:0; + margin:15px 0; } -ul.blockList ul.blockList ul.blockList li.blockList h3 { +body.class-declaration-page .summary h3, +body.class-declaration-page .details h3, +body.class-declaration-page .summary .inherited-list h2 { background-color:#dee3e9; border:1px solid #d0d9e0; margin:0 0 6px -8px; padding:7px 5px; } -ul.blockList ul.blockList li.blockList h3 { - padding:0; - margin:15px 0; -} -ul.blockList li.blockList h2 { - padding:0px 0 20px 0; -} /* * Styles for page layout containers. */ -.contentContainer, .sourceContainer, .classUseContainer, .serializedFormContainer, .constantValuesContainer, -.allClassesContainer, .allPackagesContainer { +main { clear:both; padding:10px 20px; position:relative; } -.indexContainer { - margin:10px; - position:relative; - font-size:12px; -} -.indexContainer h2 { - font-size:13px; - padding:0 0 3px 0; -} -.indexContainer ul { - margin:0; - padding:0; -} -.indexContainer ul li { - list-style:none; - padding-top:2px; -} -.contentContainer .description dl dt, .contentContainer .details dl dt, .serializedFormContainer dl dt { +dl.notes > dt { + font-family: 'DejaVu Sans', Arial, Helvetica, sans-serif; font-size:12px; font-weight:bold; margin:10px 0 0 0; color:#4E4E4E; } -.contentContainer .description dl dd, .contentContainer .details dl dd, .serializedFormContainer dl dd { - margin:5px 0 10px 0px; +dl.notes > dd { + margin:5px 10px 10px 0; font-size:14px; font-family:'DejaVu Serif', Georgia, "Times New Roman", Times, serif; } -.serializedFormContainer dl.nameValue dt { +dl.name-value > dt { margin-left:1px; font-size:1.1em; display:inline; font-weight:bold; } -.serializedFormContainer dl.nameValue dd { +dl.name-value > dd { margin:0 0 0 1px; font-size:1.1em; display:inline; @@ -366,70 +309,56 @@ ul.horizontal li { display:inline; font-size:0.9em; } -ul.inheritance { +div.inheritance { margin:0; padding:0; } -ul.inheritance li { - display:inline; - list-style:none; -} -ul.inheritance li ul.inheritance { - margin-left:15px; - padding-left:15px; - padding-top:1px; +div.inheritance div.inheritance { + margin-left:2em; } -ul.blockList, ul.blockListLast { +ul.block-list, +ul.details-list, +ul.member-list, +ul.summary-list { margin:10px 0 10px 0; padding:0; } -ul.blockList li.blockList, ul.blockListLast li.blockList { +ul.block-list > li, +ul.details-list > li, +ul.member-list > li, +ul.summary-list > li { list-style:none; margin-bottom:15px; line-height:1.4; } -ul.blockList ul.blockList li.blockList, ul.blockList ul.blockListLast li.blockList { - padding:0px 20px 5px 10px; - border:1px solid #ededed; - background-color:#f8f8f8; +.summary-table dl, .summary-table dl dt, .summary-table dl dd { + margin-top:0; + margin-bottom:1px; } -ul.blockList ul.blockList ul.blockList li.blockList, ul.blockList ul.blockList ul.blockListLast li.blockList { - padding:0 0 5px 8px; - background-color:#ffffff; - border:none; +ul.see-list, ul.see-list-long { + padding-left: 0; + list-style: none; } -ul.blockList ul.blockList ul.blockList ul.blockList li.blockList { - margin-left:0; - padding-left:0; - padding-bottom:15px; - border:none; +ul.see-list li { + display: inline; } -ul.blockList ul.blockList ul.blockList ul.blockList li.blockListLast { - list-style:none; - border-bottom:none; - padding-bottom:0; -} -table tr td dl, table tr td dl dt, table tr td dl dd { - margin-top:0; - margin-bottom:1px; +ul.see-list li:not(:last-child):after, +ul.see-list-long li:not(:last-child):after { + content: ", "; + white-space: pre-wrap; } /* * Styles for tables. */ -.overviewSummary, .memberSummary, .typeSummary, .useSummary, .constantsSummary, .deprecatedSummary, -.requiresSummary, .packagesSummary, .providesSummary, .usesSummary { +.summary-table, .details-table { width:100%; border-spacing:0; - border-left:1px solid #EEE; - border-right:1px solid #EEE; - border-bottom:1px solid #EEE; -} -.overviewSummary, .memberSummary, .requiresSummary, .packagesSummary, .providesSummary, .usesSummary { - padding:0px; + border-left:1px solid #EEE; + border-right:1px solid #EEE; + border-bottom:1px solid #EEE; + padding:0; } -.overviewSummary caption, .memberSummary caption, .typeSummary caption, -.useSummary caption, .constantsSummary caption, .deprecatedSummary caption, -.requiresSummary caption, .packagesSummary caption, .providesSummary caption, .usesSummary caption { +.caption { position:relative; text-align:left; background-repeat:no-repeat; @@ -437,38 +366,20 @@ table tr td dl, table tr td dl dt, table tr td dl dd { font-weight:bold; clear:none; overflow:hidden; - padding:0px; + padding:0; padding-top:10px; padding-left:1px; - margin:0px; + margin:0; white-space:pre; } -.constantsSummary caption a:link, .constantsSummary caption a:visited, -.useSummary caption a:link, .useSummary caption a:visited { +.caption a:link, .caption a:visited { color:#1f389c; } -.overviewSummary caption a:link, .memberSummary caption a:link, .typeSummary caption a:link, -.deprecatedSummary caption a:link, -.requiresSummary caption a:link, .packagesSummary caption a:link, .providesSummary caption a:link, -.usesSummary caption a:link, -.overviewSummary caption a:hover, .memberSummary caption a:hover, .typeSummary caption a:hover, -.useSummary caption a:hover, .constantsSummary caption a:hover, .deprecatedSummary caption a:hover, -.requiresSummary caption a:hover, .packagesSummary caption a:hover, .providesSummary caption a:hover, -.usesSummary caption a:hover, -.overviewSummary caption a:active, .memberSummary caption a:active, .typeSummary caption a:active, -.useSummary caption a:active, .constantsSummary caption a:active, .deprecatedSummary caption a:active, -.requiresSummary caption a:active, .packagesSummary caption a:active, .providesSummary caption a:active, -.usesSummary caption a:active, -.overviewSummary caption a:visited, .memberSummary caption a:visited, .typeSummary caption a:visited, -.deprecatedSummary caption a:visited, -.requiresSummary caption a:visited, .packagesSummary caption a:visited, .providesSummary caption a:visited, -.usesSummary caption a:visited { +.caption a:hover, +.caption a:active { color:#FFFFFF; } -.overviewSummary caption span, .memberSummary caption span, .typeSummary caption span, -.useSummary caption span, .constantsSummary caption span, .deprecatedSummary caption span, -.requiresSummary caption span, .packagesSummary caption span, .providesSummary caption span, -.usesSummary caption span { +.caption span { white-space:nowrap; padding-top:5px; padding-left:12px; @@ -480,168 +391,150 @@ table tr td dl, table tr td dl dt, table tr td dl dd { border: none; height:16px; } -.memberSummary caption span.activeTableTab span, .packagesSummary caption span.activeTableTab span, -.overviewSummary caption span.activeTableTab span, .typeSummary caption span.activeTableTab span { - white-space:nowrap; - padding-top:5px; - padding-left:12px; - padding-right:12px; - margin-right:3px; - display:inline-block; - float:left; - background-color:#F8981D; - height:16px; -} -.memberSummary caption span.tableTab span, .packagesSummary caption span.tableTab span, -.overviewSummary caption span.tableTab span, .typeSummary caption span.tableTab span { - white-space:nowrap; - padding-top:5px; - padding-left:12px; - padding-right:12px; - margin-right:3px; - display:inline-block; - float:left; - background-color:#4D7A97; - height:16px; -} -.memberSummary caption span.tableTab, .memberSummary caption span.activeTableTab, -.packagesSummary caption span.tableTab, .packagesSummary caption span.activeTableTab, -.overviewSummary caption span.tableTab, .overviewSummary caption span.activeTableTab, -.typeSummary caption span.tableTab, .typeSummary caption span.activeTableTab { - padding-top:0px; - padding-left:0px; - padding-right:0px; - background-image:none; - float:none; - display:inline; -} -.overviewSummary .tabEnd, .memberSummary .tabEnd, .typeSummary .tabEnd, -.useSummary .tabEnd, .constantsSummary .tabEnd, .deprecatedSummary .tabEnd, -.requiresSummary .tabEnd, .packagesSummary .tabEnd, .providesSummary .tabEnd, .usesSummary .tabEnd { - display:none; - width:5px; - position:relative; - float:left; - background-color:#F8981D; -} -.memberSummary .activeTableTab .tabEnd, .packagesSummary .activeTableTab .tabEnd, -.overviewSummary .activeTableTab .tabEnd, .typeSummary .activeTableTab .tabEnd { - display:none; - width:5px; - margin-right:3px; - position:relative; - float:left; - background-color:#F8981D; -} -.memberSummary .tableTab .tabEnd, .packagesSummary .tableTab .tabEnd, -.overviewSummary .tableTab .tabEnd, .typeSummary .tableTab .tabEnd { - display:none; - width:5px; - margin-right:3px; - position:relative; - background-color:#4D7A97; - float:left; -} -.rowColor th, .altColor th { - font-weight:normal; +div.table-tabs { + padding:10px 0 0 1px; + margin:0; } -.overviewSummary td, .memberSummary td, .typeSummary td, -.useSummary td, .constantsSummary td, .deprecatedSummary td, -.requiresSummary td, .packagesSummary td, .providesSummary td, .usesSummary td { +div.table-tabs > button { + border: none; + cursor: pointer; + padding: 5px 12px 7px 12px; + font-weight: bold; + margin-right: 3px; +} +div.table-tabs > button.active-table-tab { + background: #F8981D; + color: #253441; +} +div.table-tabs > button.table-tab { + background: #4D7A97; + color: #FFFFFF; +} +.two-column-summary { + display: grid; + grid-template-columns: minmax(15%, max-content) minmax(15%, auto); +} +.three-column-summary { + display: grid; + grid-template-columns: minmax(10%, max-content) minmax(15%, max-content) minmax(15%, auto); +} +.four-column-summary { + display: grid; + grid-template-columns: minmax(10%, max-content) minmax(10%, max-content) minmax(10%, max-content) minmax(10%, auto); +} +@media screen and (max-width: 600px) { + .two-column-summary { + display: grid; + grid-template-columns: 1fr; + } +} +@media screen and (max-width: 800px) { + .three-column-summary { + display: grid; + grid-template-columns: minmax(10%, max-content) minmax(25%, auto); + } + .three-column-summary .col-last { + grid-column-end: span 2; + } +} +@media screen and (max-width: 1000px) { + .four-column-summary { + display: grid; + grid-template-columns: minmax(15%, max-content) minmax(15%, auto); + } +} +.summary-table > div, .details-table > div { text-align:left; - padding:0px 0px 12px 10px; + padding: 8px 3px 3px 7px; } -th.colFirst, th.colSecond, th.colLast, th.colConstructorName, th.colDeprecatedItemName, .useSummary th, -.constantsSummary th, .packagesSummary th, td.colFirst, td.colSecond, td.colLast, .useSummary td, -.constantsSummary td { +.col-first, .col-second, .col-last, .col-constructor-name, .col-summary-item-name { vertical-align:top; - padding-right:0px; + padding-right:0; padding-top:8px; padding-bottom:3px; } -th.colFirst, th.colSecond, th.colLast, th.colConstructorName, th.colDeprecatedItemName, .constantsSummary th, -.packagesSummary th { +.table-header { background:#dee3e9; - text-align:left; - padding:8px 3px 3px 7px; -} -td.colFirst, th.colFirst { - font-size:13px; + font-weight: bold; } -td.colSecond, th.colSecond, td.colLast, th.colConstructorName, th.colDeprecatedItemName, th.colLast { +.col-first, .col-first { font-size:13px; } -.constantsSummary th, .packagesSummary th { +.col-second, .col-second, .col-last, .col-constructor-name, .col-summary-item-name, .col-last { font-size:13px; } -.providesSummary th.colFirst, .providesSummary th.colLast, .providesSummary td.colFirst, -.providesSummary td.colLast { - white-space:normal; - font-size:13px; -} -.overviewSummary td.colFirst, .overviewSummary th.colFirst, -.requiresSummary td.colFirst, .requiresSummary th.colFirst, -.packagesSummary td.colFirst, .packagesSummary td.colSecond, .packagesSummary th.colFirst, .packagesSummary th, -.usesSummary td.colFirst, .usesSummary th.colFirst, -.providesSummary td.colFirst, .providesSummary th.colFirst, -.memberSummary td.colFirst, .memberSummary th.colFirst, -.memberSummary td.colSecond, .memberSummary th.colSecond, .memberSummary th.colConstructorName, -.typeSummary td.colFirst, .typeSummary th.colFirst { +.col-first, .col-second, .col-constructor-name { vertical-align:top; + overflow: auto; } -.packagesSummary th.colLast, .packagesSummary td.colLast { +.col-last { white-space:normal; } -td.colFirst a:link, td.colFirst a:visited, -td.colSecond a:link, td.colSecond a:visited, -th.colFirst a:link, th.colFirst a:visited, -th.colSecond a:link, th.colSecond a:visited, -th.colConstructorName a:link, th.colConstructorName a:visited, -th.colDeprecatedItemName a:link, th.colDeprecatedItemName a:visited, -.constantValuesContainer td a:link, .constantValuesContainer td a:visited, -.allClassesContainer td a:link, .allClassesContainer td a:visited, -.allPackagesContainer td a:link, .allPackagesContainer td a:visited { +.col-first a:link, .col-first a:visited, +.col-second a:link, .col-second a:visited, +.col-first a:link, .col-first a:visited, +.col-second a:link, .col-second a:visited, +.col-constructor-name a:link, .col-constructor-name a:visited, +.col-summary-item-name a:link, .col-summary-item-name a:visited, +.constant-values-container a:link, .constant-values-container a:visited, +.all-classes-container a:link, .all-classes-container a:visited, +.all-packages-container a:link, .all-packages-container a:visited { font-weight:bold; } -.tableSubHeadingColor { +.table-sub-heading-color { background-color:#EEEEFF; } -.altColor, .altColor th { +.even-row-color, .even-row-color .table-header { background-color:#FFFFFF; } -.rowColor, .rowColor th { +.odd-row-color, .odd-row-color .table-header { background-color:#EEEEEF; } /* * Styles for contents. */ -.description pre { - margin-top:0; -} -.deprecatedContent { +.deprecated-content { margin:0; padding:10px 0; } -.docSummary { - padding:0; -} -ul.blockList ul.blockList ul.blockList li.blockList h3 { - font-style:normal; -} div.block { font-size:14px; font-family:'DejaVu Serif', Georgia, "Times New Roman", Times, serif; } -td.colLast div { - padding-top:0px; +.col-last div { + padding-top:0; } -td.colLast a { +.col-last a { padding-bottom:3px; } +.module-signature, +.package-signature, +.type-signature, +.member-signature { + font-family:'DejaVu Sans Mono', monospace; + font-size:14px; + margin:14px 0; + white-space: pre-wrap; +} +.module-signature, +.package-signature, +.type-signature { + margin-top: 0; +} +.member-signature .type-parameters-long, +.member-signature .parameters, +.member-signature .exceptions { + display: inline-block; + vertical-align: top; + white-space: pre; +} +.member-signature .type-parameters { + white-space: normal; +} /* * Styles for formatting effect. */ -.sourceLineNo { +.source-line-no { color:green; padding:0 30px 0 0; } @@ -652,19 +545,18 @@ h1.hidden { } .block { display:block; - margin:3px 10px 2px 0px; + margin:0 10px 5px 0; color:#474747; } -.deprecatedLabel, .descfrmTypeLabel, .implementationLabel, .memberNameLabel, .memberNameLink, -.moduleLabelInPackage, .moduleLabelInType, .overrideSpecifyLabel, .packageLabelInType, -.packageHierarchyLabel, .paramLabel, .returnLabel, .seeLabel, .simpleTagLabel, -.throwsLabel, .typeNameLabel, .typeNameLink, .searchTagLink { +.deprecated-label, .descfrm-type-label, .implementation-label, .member-name-label, .member-name-link, +.module-label-in-package, .module-label-in-type, .override-specify-label, .package-label-in-type, +.package-hierarchy-label, .type-name-label, .type-name-link, .search-tag-link, .preview-label { font-weight:bold; } -.deprecationComment, .emphasizedPhrase, .interfaceName { +.deprecation-comment, .help-footnote, .preview-comment { font-style:italic; } -.deprecationBlock { +.deprecation-block { font-size:14px; font-family:'DejaVu Serif', Georgia, "Times New Roman", Times, serif; border-style:solid; @@ -675,67 +567,19 @@ h1.hidden { margin-right:10px; display:inline-block; } -div.block div.deprecationComment, div.block div.block span.emphasizedPhrase, -div.block div.block span.interfaceName { - font-style:normal; -} -div.contentContainer ul.blockList li.blockList h2 { - padding-bottom:0px; -} -/* - * Styles for IFRAME. - */ -.mainContainer { - margin:0 auto; - padding:0; - height:100%; - width:100%; - position:fixed; - top:0; - left:0; -} -.leftContainer { - height:100%; - position:fixed; - width:320px; -} -.leftTop { - position:relative; - float:left; - width:315px; - top:0; - left:0; - height:30%; - border-right:6px solid #ccc; - border-bottom:6px solid #ccc; -} -.leftBottom { - position:relative; - float:left; - width:315px; - bottom:0; - left:0; - height:70%; - border-right:6px solid #ccc; - border-top:1px solid #000; -} -.rightContainer { - position:absolute; - left:320px; - top:0; - bottom:0; - height:100%; - right:0; - border-left:1px solid #000; +.preview-block { + font-size:14px; + font-family:'DejaVu Serif', Georgia, "Times New Roman", Times, serif; + border-style:solid; + border-width:thin; + border-radius:10px; + padding:10px; + margin-bottom:10px; + margin-right:10px; + display:inline-block; } -.rightIframe { - margin:0; - padding:0; - height:100%; - right:30px; - width:100%; - overflow:visible; - margin-bottom:30px; +div.block div.deprecation-comment { + font-style:normal; } /* * Styles specific to HTML5 elements. @@ -753,7 +597,7 @@ main, nav, header, footer, section { background-color:#4D7A97; color:#FFFFFF; } -.resultItem { +.result-item { font-size:13px; } .ui-autocomplete { @@ -774,13 +618,13 @@ ul.ui-autocomplete li { clear:both; width:100%; } -.resultHighlight { +.result-highlight { font-weight:bold; } .ui-autocomplete .result-item { font-size: inherit; } -#search { +#search-input { background-image:url('resources/glass.png'); background-size:13px; background-repeat:no-repeat; @@ -788,8 +632,9 @@ ul.ui-autocomplete li { padding-left:20px; position:relative; right:-18px; + width:400px; } -#reset { +#reset-button { background-color: rgb(255,255,255); background-image:url('resources/x.png'); background-position:center; @@ -797,7 +642,7 @@ ul.ui-autocomplete li { background-size:12px; border:0 none; width:16px; - height:17px; + height:16px; position:relative; left:-4px; top:-4px; @@ -806,28 +651,85 @@ ul.ui-autocomplete li { .watermark { color:#545454; } -.searchTagDescResult { +.search-tag-desc-result { font-style:italic; font-size:11px; } -.searchTagHolderResult { +.search-tag-holder-result { font-style:italic; font-size:12px; } -.searchTagResult:before, .searchTagResult:target { - color:red; +.search-tag-result:target { + background-color:yellow; } -.moduleGraph span { +.module-graph span { display:none; position:absolute; } -.moduleGraph:hover span { +.module-graph:hover span { display:block; margin: -100px 0 0 100px; z-index: 1; } -.methodSignature { - white-space:normal; +.inherited-list { + margin: 10px 0 10px 0; +} +section.class-description { + line-height: 1.4; +} +.summary section[class$="-summary"], .details section[class$="-details"], +.class-uses .detail, .serialized-class-details { + padding: 0px 20px 5px 10px; + border: 1px solid #ededed; + background-color: #f8f8f8; +} +.inherited-list, section[class$="-details"] .detail { + padding:0 0 5px 8px; + background-color:#ffffff; + border:none; +} +.vertical-separator { + padding: 0 5px; +} +ul.help-section-list { + margin: 0; +} +ul.help-subtoc > li { + display: inline-block; + padding-right: 5px; + font-size: smaller; +} +ul.help-subtoc > li::before { + content: "\2022" ; + padding-right:2px; +} +span.help-note { + font-style: italic; +} +/* + * Indicator icon for external links. + */ +main a[href*="://"]::after { + content:""; + display:inline-block; + background-image:url('data:image/svg+xml; utf8, \ + \ + \ + '); + background-size:100% 100%; + width:7px; + height:7px; + margin-left:2px; + margin-bottom:4px; +} +main a[href*="://"]:hover::after, +main a[href*="://"]:focus::after { + background-image:url('data:image/svg+xml; utf8, \ + \ + \ + '); } /* @@ -908,3 +810,60 @@ table.striped > tbody > tr > th, table.striped > tbody > tr > td { table.striped > tbody > tr > th { font-weight: normal; } +/** + * Tweak font sizes and paddings for small screens. + */ +@media screen and (max-width: 1050px) { + #search-input { + width: 300px; + } +} +@media screen and (max-width: 800px) { + #search-input { + width: 200px; + } + .top-nav, + .bottom-nav { + font-size: 11px; + padding-top: 6px; + } + .sub-nav { + font-size: 11px; + } + .about-language { + padding-right: 16px; + } + ul.nav-list li, + .sub-nav .nav-list-search { + padding: 6px; + } + ul.sub-nav-list li { + padding-top: 5px; + } + main { + padding: 10px; + } + .summary section[class$="-summary"], .details section[class$="-details"], + .class-uses .detail, .serialized-class-details { + padding: 0 8px 5px 8px; + } + body { + -webkit-text-size-adjust: none; + } +} +@media screen and (max-width: 500px) { + #search-input { + width: 150px; + } + .top-nav, + .bottom-nav { + font-size: 10px; + } + .sub-nav { + font-size: 10px; + } + .about-language { + font-size: 10px; + padding-right: 12px; + } +} diff --git a/docs/java/tag-search-index.js b/docs/java/tag-search-index.js index 0367dae6..f38b3cb3 100644 --- a/docs/java/tag-search-index.js +++ b/docs/java/tag-search-index.js @@ -1 +1 @@ -tagSearchIndex = [];updateSearchResults(); \ No newline at end of file +tagSearchIndex = [{"l":"Serialized Form","h":"","u":"serialized-form.html"}];updateSearchResults(); \ No newline at end of file diff --git a/docs/java/type-search-index.js b/docs/java/type-search-index.js index 373d08da..6822b52e 100644 --- a/docs/java/type-search-index.js +++ b/docs/java/type-search-index.js @@ -1 +1 @@ -typeSearchIndex = [{"l":"All Classes","url":"allclasses-index.html"},{"p":"com.spotify.voyager.jni","l":"Index"},{"p":"com.spotify.voyager.jni.utils","l":"JniLibExtractor"},{"p":"com.spotify.voyager.jni","l":"Index.QueryResults"},{"p":"com.spotify.voyager.jni","l":"StringIndex.QueryResults"},{"p":"com.spotify.voyager.jni","l":"Index.SpaceType"},{"p":"com.spotify.voyager.jni","l":"Index.StorageDataType"},{"p":"com.spotify.voyager.jni","l":"StringIndex"},{"p":"com.spotify.voyager.jni.utils","l":"TinyJson"}] \ No newline at end of file +typeSearchIndex = [{"l":"All Classes and Interfaces","u":"allclasses-index.html"},{"p":"com.spotify.voyager.jni","l":"Index"},{"p":"com.spotify.voyager.jni.utils","l":"JniLibExtractor"},{"p":"com.spotify.voyager.jni","l":"Index.QueryResults"},{"p":"com.spotify.voyager.jni","l":"StringIndex.QueryResults"},{"p":"com.spotify.voyager.jni.exception","l":"RecallException"},{"p":"com.spotify.voyager.jni","l":"Index.SpaceType"},{"p":"com.spotify.voyager.jni","l":"Index.StorageDataType"},{"p":"com.spotify.voyager.jni","l":"StringIndex"},{"p":"com.spotify.voyager.jni.utils","l":"TinyJson"}];updateSearchResults(); \ No newline at end of file diff --git a/docs/java/type-search-index.zip b/docs/java/type-search-index.zip deleted file mode 100644 index 02950ebde0cf71790afc00669f677bcfd6d52d6f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 320 zcmWIWW@Zs#;Nak3;HhJbWIzI9Kz2!GL8@+XYGP4xhHhqFN@|5(R&jpb+zZxxhYWbw z9;{Y4KY@9JV#0!?#xiFf#TKC_YJqPSxP`v=TV=GtG4k*4$@0tj1g33pnzJ@gD6`4( 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.../voyager/jni/StringIndex.QueryResults.html | 452 ++--- .../com/spotify/voyager/jni/StringIndex.html | 978 ++++------ .../jni/class-use/Index.QueryResults.html | 258 +-- .../jni/class-use/Index.SpaceType.html | 390 ++-- .../jni/class-use/Index.StorageDataType.html | 357 ++-- .../spotify/voyager/jni/class-use/Index.html | 254 +-- .../class-use/StringIndex.QueryResults.html | 226 +-- .../voyager/jni/class-use/StringIndex.html | 254 +-- .../jni/exception/RecallException.html | 358 ++-- .../exception/class-use/RecallException.html | 142 +- .../jni/exception/package-summary.html | 194 +- .../voyager/jni/exception/package-tree.html | 153 +- .../voyager/jni/exception/package-use.html | 138 +- .../spotify/voyager/jni/package-summary.html | 270 ++- .../com/spotify/voyager/jni/package-tree.html | 163 +- .../com/spotify/voyager/jni/package-use.html | 228 +-- .../voyager/jni/utils/JniLibExtractor.html | 338 ++-- .../spotify/voyager/jni/utils/TinyJson.html | 370 ++-- .../jni/utils/class-use/JniLibExtractor.html | 142 +- .../voyager/jni/utils/class-use/TinyJson.html | 142 +- .../voyager/jni/utils/package-summary.html | 200 +- .../voyager/jni/utils/package-tree.html | 149 +- .../voyager/jni/utils/package-use.html | 138 +- .../com/spotify/voyager/package-summary.html | 174 +- .../com/spotify/voyager/package-tree.html | 139 +- .../java/com/spotify/voyager/package-use.html | 138 +- docs/java/copy.svg | 33 + docs/java/help-doc.html | 338 ++-- docs/java/index-all.html | 503 +++-- docs/java/index.html | 142 +- docs/java/legal/dejavufonts.md | 191 ++ docs/java/link.svg | 31 + docs/java/overview-summary.html | 165 +- docs/java/overview-tree.html | 175 +- docs/java/resource-files/copy.svg | 15 + .../fonts/DejaVuLGCSans-Bold.woff | Bin 0 -> 280908 bytes .../fonts/DejaVuLGCSans-Bold.woff2 | Bin 0 -> 193392 bytes .../fonts/DejaVuLGCSans-BoldOblique.woff | Bin 0 -> 276608 bytes .../fonts/DejaVuLGCSans-BoldOblique.woff2 | Bin 0 -> 193548 bytes .../fonts/DejaVuLGCSans-Oblique.woff | Bin 0 -> 273920 bytes .../fonts/DejaVuLGCSans-Oblique.woff2 | Bin 0 -> 192368 bytes .../resource-files/fonts/DejaVuLGCSans.woff | Bin 0 -> 300804 bytes .../resource-files/fonts/DejaVuLGCSans.woff2 | Bin 0 -> 208088 bytes .../fonts/DejaVuLGCSansMono-Bold.woff | Bin 0 -> 166156 bytes .../fonts/DejaVuLGCSansMono-Bold.woff2 | Bin 0 -> 120496 bytes .../fonts/DejaVuLGCSansMono-BoldOblique.woff | Bin 0 -> 131976 bytes .../fonts/DejaVuLGCSansMono-BoldOblique.woff2 | Bin 0 -> 93508 bytes .../fonts/DejaVuLGCSansMono-Oblique.woff | Bin 0 -> 131844 bytes .../fonts/DejaVuLGCSansMono-Oblique.woff2 | Bin 0 -> 94024 bytes .../fonts/DejaVuLGCSansMono.woff | Bin 0 -> 170212 bytes .../fonts/DejaVuLGCSansMono.woff2 | Bin 0 -> 123560 bytes .../fonts/DejaVuLGCSerif-Bold.woff | Bin 0 -> 167488 bytes .../fonts/DejaVuLGCSerif-Bold.woff2 | Bin 0 -> 112512 bytes .../fonts/DejaVuLGCSerif-BoldItalic.woff | Bin 0 -> 165488 bytes .../fonts/DejaVuLGCSerif-BoldItalic.woff2 | Bin 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deletions(-) create mode 100644 docs/java/copy.svg create mode 100644 docs/java/legal/dejavufonts.md create mode 100644 docs/java/link.svg create mode 100644 docs/java/resource-files/copy.svg create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSans-Bold.woff create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSans-Bold.woff2 create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSans-BoldOblique.woff create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSans-BoldOblique.woff2 create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSans-Oblique.woff create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSans-Oblique.woff2 create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSans.woff create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSans.woff2 create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSansMono-Bold.woff create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSansMono-Bold.woff2 create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSansMono-BoldOblique.woff create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSansMono-BoldOblique.woff2 create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSansMono-Oblique.woff create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSansMono-Oblique.woff2 create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSansMono.woff create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSansMono.woff2 create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSerif-Bold.woff create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSerif-Bold.woff2 create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSerif-BoldItalic.woff create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSerif-BoldItalic.woff2 create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSerif-Italic.woff create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSerif-Italic.woff2 create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSerif.woff create mode 100644 docs/java/resource-files/fonts/DejaVuLGCSerif.woff2 create mode 100644 docs/java/resource-files/fonts/dejavu.css create mode 100644 docs/java/resource-files/glass.png create mode 100644 docs/java/resource-files/jquery-ui.min.css create mode 100644 docs/java/resource-files/link.svg create mode 100644 docs/java/resource-files/stylesheet.css create mode 100644 docs/java/resource-files/x.png create mode 100644 docs/java/script-files/jquery-3.7.1.min.js create mode 100644 docs/java/script-files/jquery-ui.min.js create mode 100644 docs/java/script-files/script.js create mode 100644 docs/java/script-files/search-page.js create mode 100644 docs/java/script-files/search.js create mode 100644 docs/java/search-page.js create mode 100644 docs/java/search.html diff --git a/docs/java/allclasses-index.html b/docs/java/allclasses-index.html index 15f7744d..af829515 100644 --- a/docs/java/allclasses-index.html +++ b/docs/java/allclasses-index.html @@ -1,11 +1,11 @@ - + All Classes and Interfaces (voyager 2.1.0 API) - + diff --git a/docs/java/allpackages-index.html b/docs/java/allpackages-index.html index 4bc16f7f..a245a0a2 100644 --- a/docs/java/allpackages-index.html +++ b/docs/java/allpackages-index.html @@ -1,11 +1,11 @@ - + All Packages (voyager 2.1.0 API) - + diff --git a/docs/java/com/spotify/voyager/jni/Index.QueryResults.html b/docs/java/com/spotify/voyager/jni/Index.QueryResults.html index 1f277121..7390d783 100644 --- a/docs/java/com/spotify/voyager/jni/Index.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/Index.QueryResults.html @@ -1,390 +1,261 @@ - - + - - + Index.QueryResults (voyager 2.1.0 API) - + + + + + + + + + - - + + +
      + +
      +
      -
      com.spotify.voyager.jni
      -

      Class Index.QueryResults

      +
      Package com.spotify.voyager.jni
      +

      Class Index.QueryResults

      -
      - -
      -
        -
      • -
        +
        java.lang.Object +
        com.spotify.voyager.jni.Index.QueryResults
        +
        +
        +
        Enclosing class:
        -
        Index
        +
        Index
        -
        -
        public static class Index.QueryResults
-extends Object
        +
        public static class Index.QueryResults +extends Object
        A container for query results, returned by Index. Note that this class is instantiated from C++, and as such, any changes to its location, visibility, or constructor will need to include corresponding C++ changes.
        -
        • -
      -
      -
      -
        -
      • + +
        +
          -
            -
          • - - -

            Field Summary

            - - - - - - - - - - - - - - -
            Fields 
            Modifier and TypeField and Description
            float[]distances +
          • +
            +

            Field Summary

            +
            Fields
            +
            +
            Modifier and Type
            +
            Field
            +
            Description
            +
            final float[]
            +
            distances
            +
            A list of distances from each item ID to the query vector for this query.
            -
            • long[]labels + +
            final long[]
            +
            labels
            +
            A list of item IDs ("labels").
            -
            +
      +
      +
      • -
    -
      -
    • - - -

      Constructor Summary

      - - - - - - - - -
      Constructors 
      Constructor and Description
      QueryResults(long[] labels, - float[] distances) +
    • +
      +

      Constructor Summary

      +
      Constructors
      +
      +
      Constructor
      +
      Description
      +
      QueryResults(long[] labels, + float[] distances)
      +
      Instantiates a new QueryResults object, provided two identical-length arrays of labels and their corresponding distances.
      -
      • +
    + + - - + +
    String
    +
    toString()
    +
     
    + + + +
    +

    Methods inherited from class java.lang.Object

    +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
    + - -
    -
      -
    • + +
      +
        -
          -
        • - - -

          Field Detail

          - - - -
            -
          • -

            labels

            -
            public final long[] labels
            +
          • +
            +

            Field Details

            +
              +
            • +
              +

              labels

              +
              public final long[] labels
              A list of item IDs ("labels").
              +
              • -
            - - - -
              -
            • -

              distances

              -
              public final float[] distances
              +
            • +
              +

              distances

              +
              public final float[] distances
              A list of distances from each item ID to the query vector for this query.
              +
            +
            • -
          -
            -
          • - - -

            Constructor Detail

            - - - -
              -
            • -

              QueryResults

              -
              public QueryResults(long[] labels,
-                    float[] distances)
              +
            • +
              +

              Constructor Details

              +
                +
              • +
                +

                QueryResults

                +
                public QueryResults(long[] labels, + float[] distances)
                Instantiates a new QueryResults object, provided two identical-length arrays of labels and their corresponding distances. This method should probably not be used directly, as this class is primarily used as a return type from the query method on Index.
                -
                -
                Throws:
                -
                IllegalArgumentException - if the length of the labels and distances arrays vary
                +
                +
                Throws:
                +
                IllegalArgumentException - if the length of the labels and distances arrays vary
                +
              +
              • -
            -
              -
            • - - -

              Method Detail

              - - - -
                -
              • -

                toString

                -
                public String toString()
                -
                -
                Overrides:
                -
                toString in class Object
                +
              • +
                +

                Method Details

                + - - - -
                  -
                • -

                  getLabels

                  -
                  public long[] getLabels()
                  +
                • +
                  +

                  getLabels

                  +
                  public long[] getLabels()
                  Retrieve the list of item IDs ("labels") returned by this query. This array is sorted by distance: the first item is the closest to the query vector, the second is second-closest, and so on. The items in this array correspond 1:1 with the distances returned by getDistances().
                  +
                  • -
                - - - -
                  -
                • -

                  getDistances

                  -
                  public float[] getDistances()
                  +
                • +
                  +

                  getDistances

                  +
                  public float[] getDistances()
                  Retrieve the list of distances between query vectors and item vectors for the results of this query. This array is sorted by distance: the first distance corresponds with the item the closest to the query vector, the second is second-closest, and so on. The items in this array correspond 1:1 with the labels returned by getLabels().
                  +
                +
              -
              • -
            -
    - + - -
    - - -
    Skip navigation links
    - - - - -
    -
    - - - -
    - +
    +
    +
    +

    Copyright © 2024. All rights reserved.

    +
    -
    - -
    - - - - -

    Copyright © 2024. All rights reserved.

    diff --git a/docs/java/com/spotify/voyager/jni/Index.SpaceType.html b/docs/java/com/spotify/voyager/jni/Index.SpaceType.html index f90156e8..bc614332 100644 --- a/docs/java/com/spotify/voyager/jni/Index.SpaceType.html +++ b/docs/java/com/spotify/voyager/jni/Index.SpaceType.html @@ -1,378 +1,244 @@ - - + - - + Index.SpaceType (voyager 2.1.0 API) - + + + + + + + + + - - + + +
    + +
    +
    -
    com.spotify.voyager.jni
    -

    Enum Index.SpaceType

    +
    Package com.spotify.voyager.jni
    +

    Enum Index.SpaceType

    -
    - -
    - -
    -
    -
      -
    • + +
      +
        -
          -
        • - - -

          Enum Constant Summary

          - - - - - - - - - - - - - - -
          Enum Constants 
          Enum Constant and Description
          Cosine +
        • +
          +

          Enum Constant Summary

          +
          Enum Constants
          +
          +
          Enum Constant
          +
          Description
          +
          Cosine
          +
          Cosine distance; i.e.
          -
          • Euclidean + +
          Euclidean
          +
          Euclidean distance, also known as L2 distance.
          -
          InnerProduct + +
          InnerProduct
          +
          Inner (dot) product.
          -
          +
    +
    + - - +
    +
    + + +
    +

    Methods inherited from class java.lang.Enum

    +clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf
    +
    +

    Methods inherited from class java.lang.Object

    +getClass, notify, notifyAll, wait, wait, wait
    + - -
    -
      -
    • + +
      +
        -
          -
        • - - -

          Enum Constant Detail

          - - - -
            -
          • -

            Euclidean

            -
            public static final Index.SpaceType Euclidean
            +
          • +
            +

            Enum Constant Details

            +
              +
            • +
              +

              Euclidean

              +
              public static final Index.SpaceType Euclidean
              Euclidean distance, also known as L2 distance. Computed by taking the square root of the sum of squared differences between each element of each vector.
              +
              • -
            - - - -
              -
            • -

              InnerProduct

              -
              public static final Index.SpaceType InnerProduct
              +
            • +
              +

              InnerProduct

              +
              public static final Index.SpaceType InnerProduct
              Inner (dot) product. Computed by taking the sum of the products of each element of each vector. Since v2.0, this is implemented using the order preserving transform defined in this paper from Microsoft: https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/XboxInnerProduct.pdf
              +
              • -
            - - - -
              -
            • -

              Cosine

              -
              public static final Index.SpaceType Cosine
              +
            • +
              +

              Cosine

              +
              public static final Index.SpaceType Cosine
              Cosine distance; i.e. normalized dot product. Computed by taking the sum of the products of each element of each vector, divided by the product of the magnitudes of each vector.
              +
            +
            • -
          -
            -
          • - - -

            Method Detail

            - - - -
              -
            • -

              values

              -
              public static Index.SpaceType[] values()
              +
            • +
              +

              Method Details

              +
                +
              • +
                +

                values

                +
                public static Index.SpaceType[] values()
                Returns an array containing the constants of this enum type, in -the order they are declared. This method may be used to iterate -over the constants as follows: -
                -for (Index.SpaceType c : Index.SpaceType.values())
-    System.out.println(c);
-
                -
                -
                Returns:
                +the order they are declared.
    +
    +
    Returns:
    an array containing the constants of this enum type, in the order they are declared
    + - - - - -
      -
    • -

      valueOf

      -
      public static Index.SpaceType valueOf(String name)
      +
    • +
      +

      valueOf

      +
      public static Index.SpaceType valueOf(String name)
      Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
      -
      -
      Parameters:
      +
      +
      Parameters:
      name - the name of the enum constant to be returned.
      -
      Returns:
      +
      Returns:
      the enum constant with the specified name
      -
      Throws:
      -
      IllegalArgumentException - if this enum type has no constant with the specified name
      -
      NullPointerException - if the argument is null
      +
      Throws:
      +
      IllegalArgumentException - if this enum type has no constant with the specified name
      +
      NullPointerException - if the argument is null
      +
    + - - - - + - -
    - - -
    Skip navigation links
    - - - - -
    -
    - - - -
    - + +
    +
    +

    Copyright © 2024. All rights reserved.

    +
    -
    - -
    - - -
    - -

    Copyright © 2024. All rights reserved.

    diff --git a/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html b/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html index 55a1665f..81b61c34 100644 --- a/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html +++ b/docs/java/com/spotify/voyager/jni/Index.StorageDataType.html @@ -1,227 +1,167 @@ - - + - - + Index.StorageDataType (voyager 2.1.0 API) - + + + + + + + + + - - + + +
    + +
    +
    -
    com.spotify.voyager.jni
    -

    Enum Index.StorageDataType

    +
    Package com.spotify.voyager.jni
    +

    Enum Index.StorageDataType

    -
    - -
    - -
    -
    -
      -
    • + +
      +
        -
          -
        • - - -

          Enum Constant Summary

          - - - - - - - - - - - - - - -
          Enum Constants 
          Enum Constant and Description
          E4M3 +
        • +
          +

          Enum Constant Summary

          +
          Enum Constants
          +
          +
          Enum Constant
          +
          Description
          +
          E4M3
          +
          A custom 8-bit floating point data type with range [-448, 448] and variable precision.
          -
          • Float32 + +
          Float32
          +
          A 32-bit floating point ("Float") data type.
          -
          Float8 + +
          Float8
          +
          An 8-bit floating point data type that expects all values to be on [-1, 1].
          -
          +
    +
    + - - +
    +
    + + +
    +

    Methods inherited from class java.lang.Enum

    +clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf
    +
    +

    Methods inherited from class java.lang.Object

    +getClass, notify, notifyAll, wait, wait, wait
    + - -
    -
      -
    • + +
      +
        -
          -
        • - - -

          Enum Constant Detail

          - - - -
            -
          • -

            Float8

            -
            public static final Index.StorageDataType Float8
            +
          • +
            +

            Enum Constant Details

            +
              +
            • +
              +

              Float8

              +
              public static final Index.StorageDataType Float8
              An 8-bit floating point data type that expects all values to be on [-1, 1]. This data type provides adequate precision for many use cases, but cuts down memory usage bu a factor of 4x compared to Float32, while also increasing query speed. @@ -229,25 +169,19 @@

              Float8

              Float8 provides 8 bits of resolution; i.e.: the distance between successive values is 1/127, or 0.00787. For a variable-precision (i.e.: _actually_ floating point) representation, use E4M3.

              +
              • -
            - - - - - - - -
              -
            • -

              E4M3

              -
              public static final Index.StorageDataType E4M3
              +
            • +
              +

              E4M3

              +
              public static final Index.StorageDataType E4M3
              A custom 8-bit floating point data type with range [-448, 448] and variable precision. Use this data type to get 4x less memory usage compared to Float32, but when the values of vectors to be stored in an Index may exceed [-1, 1]. @@ -258,127 +192,59 @@

              E4M3

              Note that using E4M3 with the Cosine space may result in negative distances at query time due to reduced floating-point precision. While confusing, the query results are still correctly ordered.

              +
            +
            • -
          -
            -
          • - - -

            Method Detail

            - - - -
              -
            • -

              values

              -
              public static Index.StorageDataType[] values()
              +
            • +
              +

              Method Details

              +
                +
              • +
                +

                values

                +
                public static Index.StorageDataType[] values()
                Returns an array containing the constants of this enum type, in -the order they are declared. This method may be used to iterate -over the constants as follows: -
                -for (Index.StorageDataType c : Index.StorageDataType.values())
-    System.out.println(c);
-
                -
                -
                Returns:
                +the order they are declared.
    +
    +
    Returns:
    an array containing the constants of this enum type, in the order they are declared
    + - - - - -
      -
    • -

      valueOf

      -
      public static Index.StorageDataType valueOf(String name)
      +
    • +
      +

      valueOf

      +
      public static Index.StorageDataType valueOf(String name)
      Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
      -
      -
      Parameters:
      +
      +
      Parameters:
      name - the name of the enum constant to be returned.
      -
      Returns:
      +
      Returns:
      the enum constant with the specified name
      -
      Throws:
      -
      IllegalArgumentException - if this enum type has no constant with the specified name
      -
      NullPointerException - if the argument is null
      +
      Throws:
      +
      IllegalArgumentException - if this enum type has no constant with the specified name
      +
      NullPointerException - if the argument is null
      +
    + - - - - + - -
    - - -
    Skip navigation links
    - - - - -
    -
    - - - -
    - + +
    +
    +

    Copyright © 2024. All rights reserved.

    +
    -
    - -
    - - -
    - -

    Copyright © 2024. All rights reserved.

    diff --git a/docs/java/com/spotify/voyager/jni/Index.html b/docs/java/com/spotify/voyager/jni/Index.html index 8e8133cf..bdb3ff85 100644 --- a/docs/java/com/spotify/voyager/jni/Index.html +++ b/docs/java/com/spotify/voyager/jni/Index.html @@ -1,122 +1,89 @@ - - + - - + Index (voyager 2.1.0 API) - + + + + + + + + + - - + + +
    + +
    +
    -
    com.spotify.voyager.jni
    -

    Class Index

    +
    Package com.spotify.voyager.jni
    +

    Class Index

    -
    - -
    -
      -
    • -
      +
      java.lang.Object +
      com.spotify.voyager.jni.Index
      +
      +
      +
      All Implemented Interfaces:
      -
      Closeable, AutoCloseable
      +
      Closeable, AutoCloseable
      -
      -
      public class Index
-extends Object
-implements Closeable
      +
      public class Index +extends Object +implements Closeable
      A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors. @@ -139,366 +106,307 @@

      Class Index

      // Serialize this index to use it again later: index.saveIndex("my_tiny_index.voy");
      -
      • -
    -
    -
    -
      -
    • + +
      +
        -
          -
        • - - -

          Nested Class Summary

          - - - - - - - - - - - - - - - - - - -
          Nested Classes 
          Modifier and TypeClass and Description
          static class Index.QueryResults +
        • +
          +

          Nested Class Summary

          +
          Nested Classes
          +
          +
          Modifier and Type
          +
          Class
          +
          Description
          +
          static class 
          +
          Index.QueryResults
          +
          A container for query results, returned by Index.
          -
          • static class Index.SpaceType + +
          static enum 
          +
          Index.SpaceType
          +
          The space, also known as distance metric, to use when searching.
          -
          static class Index.StorageDataType + +
          static enum 
          +
          Index.StorageDataType
          +
          The datatype used to use when storing vectors on disk.
          -
          +
    +
    + - -
    +
    + - -
      -
    • - - -

      Method Summary

      - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
      All Methods Static Methods Instance Methods Concrete Methods 
      Modifier and TypeMethod and Description
      longaddItem(float[] vector) -
      Add an item (a vector) to this Index.
      -
      longaddItem(float[] vector, - long id) -
      Add an item (a vector) to this Index with the provided identifier.
      -
      long[]addItems(float[][] vectors, - int numThreads) -
      Add multiple items (vectors) to this Index.
      -
      long[]addItems(float[][] vectors, - long[] ids, - int numThreads) -
      Add multiple items (vectors) to this Index with the provided identifiers.
      -
      byte[]asBytes() +
    • +
      +

      Method Summary

      +
      +
      +
      +
      +
      Modifier and Type
      +
      Method
      +
      Description
      +
      long
      +
      addItem(float[] vector)
      +
      +
      Add an item (a vector) to this Index.
      +
      +
      long
      +
      addItem(float[] vector, + long id)
      +
      +
      Add an item (a vector) to this Index with the provided identifier.
      +
      +
      long[]
      +
      addItems(float[][] vectors, + int numThreads)
      +
      +
      Add multiple items (vectors) to this Index.
      +
      +
      long[]
      +
      addItems(float[][] vectors, + long[] ids, + int numThreads)
      +
      +
      Add multiple items (vectors) to this Index with the provided identifiers.
      +
      +
      byte[]
      +
      asBytes()
      +
      Returns the contents of this index as an array of bytes.
      -
      • voidclose() -
      Close this Index and release any memory held by it.
      -
      protected voidfinalize() 
      intgetEf() -
      Get the default EF ("query search depth") that will be uses when query(float[], int) is called.
      -
      longgetEfConstruction() -
      Get the EF Construction value used when adding new elements to this Index.
      -
      long[]getIDs() + +
      void
      +
      close()
      +
      +
      Close this Index and release any memory held by it.
      +
      +
      protected void
      +
      finalize()
      +
       
      +
      int
      +
      getEf()
      +
      +
      Get the default EF ("query search depth") that will be uses when query(float[], int) is called.
      +
      +
      long
      +
      getEfConstruction()
      +
      +
      Get the EF Construction value used when adding new elements to this Index.
      +
      +
      long[]
      +
      getIDs()
      +
      Get the list of identifiers currently stored by this index.
      -
      longgetM() -
      Get the M value used when adding new elements to this Index.
      -
      longgetMaxElements() -
      Get the maximum number of elements currently storable by this Index.
      -
      intgetNumDimensions() -
      Get the number of dimensions used in this Index.
      -
      longgetNumElements() -
      Get the number of elements currently in this Index.
      -
      intgetNumThreads() + +
      long
      +
      getM()
      +
      +
      Get the M value used when adding new elements to this Index.
      +
      +
      long
      +
      getMaxElements()
      +
      +
      Get the maximum number of elements currently storable by this Index.
      +
      +
      int
      +
      getNumDimensions()
      +
      +
      Get the number of dimensions used in this Index.
      +
      +
      long
      +
      getNumElements()
      +
      +
      Get the number of elements currently in this Index.
      +
      +
      int
      +
      getNumThreads()
      +
      Get the default number of threads used when adding multiple vectors in bulk oor when querying for multiple vectors simultaneously.
      -
      Index.SpaceTypegetSpace() -
      Get the Index.SpaceType that this Index uses to store and compare vectors.
      -
      float[]getVector(long id) + +
      Index.SpaceType
      +
      getSpace()
      +
      +
      Get the Index.SpaceType that this Index uses to store and compare vectors.
      +
      +
      float[]
      +
      getVector(long id)
      +
      Get the vector for the provided identifier.
      -
      float[][]getVectors(long[] ids) + +
      float[][]
      +
      getVectors(long[] ids)
      +
      Get the vectors for a provided array of identifiers.
      -
      static Indexload(InputStream inputStream) + +
      static Index
      +
      load(InputStream inputStream)
      +
      Interpret the contents of a java.io.InputStream as the contents of a Voyager index file - and create a new Index initialized with the data provided by that stream.
      -
      static Indexload(InputStream inputStream, - Index.SpaceType space, - int numDimensions, - Index.StorageDataType storageDataType) + and create a new Index initialized with the data provided by that stream. + +
      static Index
      +
      load(InputStream inputStream, + Index.SpaceType space, + int numDimensions, + Index.StorageDataType storageDataType)
      +
      Interpret the contents of a java.io.InputStream as the contents of a Voyager index file - and create a new Index initialized with the data provided by that stream.
      -
      static Indexload(String filename) -
      Load a Voyager index file and create a new Index initialized with the data in that + and create a new Index initialized with the data provided by that stream.
      + +
      static Index
      +
      load(String filename)
      +
      +
      Load a Voyager index file and create a new Index initialized with the data in that file.
      -
      static Indexload(String filename, - Index.SpaceType space, - int numDimensions, - Index.StorageDataType storageDataType) -
      Load a Voyager index file and create a new Index initialized with the data in that +
      +
      static Index
      +
      load(String filename, + Index.SpaceType space, + int numDimensions, + Index.StorageDataType storageDataType)
      +
      +
      Load a Voyager index file and create a new Index initialized with the data in that file.
      -
      voidmarkDeleted(long label) + +
      void
      +
      markDeleted(long label)
      +
      Mark an element of the index as deleted.
      -
      Index.QueryResults[]query(float[][] queryVectors, - int k, - int numThreads) -
      Query this Index for approximate nearest neighbors of multiple query vectors.
      -
      Index.QueryResults[]query(float[][] queryVectors, - int k, - int numThreads, - long queryEf) -
      Query this Index for approximate nearest neighbors of multiple query vectors.
      -
      Index.QueryResultsquery(float[] queryVector, - int k) -
      Query this Index for approximate nearest neighbors of a single query vector.
      -
      Index.QueryResultsquery(float[] queryVector, - int k, - long queryEf) -
      Query this Index for approximate nearest neighbors of a single query vector.
      -
      voidresizeIndex(long newSize) -
      Change the maximum number of elements currently storable by this Index.
      -
      voidsaveIndex(OutputStream outputStream) + +
      Index.QueryResults[]
      +
      query(float[][] queryVectors, + int k, + int numThreads)
      +
      +
      Query this Index for approximate nearest neighbors of multiple query vectors.
      +
      +
      Index.QueryResults[]
      +
      query(float[][] queryVectors, + int k, + int numThreads, + long queryEf)
      +
      +
      Query this Index for approximate nearest neighbors of multiple query vectors.
      +
      +
      Index.QueryResults
      +
      query(float[] queryVector, + int k)
      +
      +
      Query this Index for approximate nearest neighbors of a single query vector.
      +
      +
      Index.QueryResults
      +
      query(float[] queryVector, + int k, + long queryEf)
      +
      +
      Query this Index for approximate nearest neighbors of a single query vector.
      +
      +
      void
      +
      resizeIndex(long newSize)
      +
      +
      Change the maximum number of elements currently storable by this Index.
      +
      +
      void
      +
      saveIndex(OutputStream outputStream)
      +
      Save this Index to the provided output stream.
      -
      voidsaveIndex(String pathToIndex) + +
      void
      +
      saveIndex(String pathToIndex)
      +
      Save this Index to a file at the provided filename.
      -
      voidsetEf(long ef) -
      Set the default EF ("query search depth") to use when query(float[], int) is called.
      -
      voidsetNumThreads(int numThreads) + +
      void
      +
      setEf(long ef)
      +
      +
      Set the default EF ("query search depth") to use when query(float[], int) is called.
      +
      +
      void
      +
      setNumThreads(int numThreads)
      +
      Set the default number of threads to use when adding multiple vectors in bulk, or when querying for multiple vectors simultaneously.
      -
      voidunmarkDeleted(long label) + +
      void
      +
      unmarkDeleted(long label)
      +
      Un-mark an element of the index as deleted, making it available again.
      -
      - -
      • -
    + + + + +
    +

    Methods inherited from class java.lang.Object

    +clone, equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
    + - -
    -
      -
    • + +
      +
        -
          -
        • - - -

          Constructor Detail

          - - - -
            -
          • -

            Index

            -
            public Index(Index.SpaceType space,
-             int numDimensions)
            -
            Create a new Index that uses the given Index.SpaceType to store and compare +
          • +
            +

            Constructor Details

            +
              +
            • +
              +

              Index

              +
              public Index(Index.SpaceType space, + int numDimensions)
              +
              Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
              -
              -
              Parameters:
              +
              +
              Parameters:
              space - the space type to use when storing and comparing vectors.
              numDimensions - the number of dimensions per vector.
              +
              • -
            - - - -
              -
            • -

              Index

              -
              public Index(Index.SpaceType space,
-             int numDimensions,
-             long indexM,
-             long efConstruction,
-             long randomSeed,
-             long maxElements,
-             Index.StorageDataType storageDataType)
              -
              Create a new Index that uses the given Index.SpaceType to store and compare +
            • +
              +

              Index

              +
              public Index(Index.SpaceType space, + int numDimensions, + long indexM, + long efConstruction, + long randomSeed, + long maxElements, + Index.StorageDataType storageDataType)
              +
              Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
              -
              -
              Parameters:
              +
              +
              Parameters:
              space - The space type to use when storing and comparing vectors.
              numDimensions - The number of dimensions per vector.
              indexM - Controls the degree of interconnectedness between vectors. Higher values of @@ -507,722 +415,567 @@

              Index

              Does not affect memory usage or size of the index.
              randomSeed - A random seed to use when initializing the index's internal data structures.
              maxElements - The maximum number of elements that this index can hold. This is a - performance optimization; if the index contains this number of elements and addItem(float[]) or addItems(float[][], int) is called, the index's capacity will automatically + performance optimization; if the index contains this number of elements and addItem(float[]) or addItems(float[][], int) is called, the index's capacity will automatically expanded to fit the new elements. Setting maxElements in advance helps avoid these expensive resize operations if the number of elements to be added is already known.
              storageDataType - The datatype to use under-the-hood when storing vectors. Different data - type options trade off precision for memory usage and query speed; see Index.StorageDataType for available data types.
              + type options trade off precision for memory usage and query speed; see Index.StorageDataType for available data types.
              +
            +
            • -
          -
            -
          • - - -

            Method Detail

            - - - -
              -
            • -

              load

              -
              public static Index load(String filename,
-                         Index.SpaceType space,
-                         int numDimensions,
-                         Index.StorageDataType storageDataType)
              -
              Load a Voyager index file and create a new Index initialized with the data in that +
            • +
              +

              Method Details

              +
                +
              • +
                +

                load

                +
                public static Index load(String filename, + Index.SpaceType space, + int numDimensions, + Index.StorageDataType storageDataType)
                +
                Load a Voyager index file and create a new Index initialized with the data in that file.
                -
                -
                Parameters:
                +
                +
                Parameters:
                filename - A filename to load.
                -
                space - The Index.SpaceType to use when loading the index.
                +
                space - The Index.SpaceType to use when loading the index.
                numDimensions - The number of dimensions per vector.
                -
                storageDataType - The Index.StorageDataType used by the index being loaded.
                -
                Returns:
                -
                An Index whose contents have been initialized with the data provided by the +
                storageDataType - The Index.StorageDataType used by the index being loaded.
                +
                Returns:
                +
                An Index whose contents have been initialized with the data provided by the file.
                -
                Throws:
                -
                RuntimeException - if the index cannot be loaded from the file, or the file contains +
                Throws:
                +
                RuntimeException - if the index cannot be loaded from the file, or the file contains invalid data.
                +
                • -
              - - - -
                -
              • -

                load

                -
                public static Index load(String filename)
                -
                Load a Voyager index file and create a new Index initialized with the data in that +
              • +
                +

                load

                +
                public static Index load(String filename)
                +
                Load a Voyager index file and create a new Index initialized with the data in that file.
                -
                -
                Parameters:
                +
                +
                Parameters:
                filename - A filename to load.
                -
                Returns:
                -
                An Index whose contents have been initialized with the data provided by the +
                Returns:
                +
                An Index whose contents have been initialized with the data provided by the file.
                -
                Throws:
                -
                RuntimeException - if the index cannot be loaded from the file, the file contains invalid +
                Throws:
                +
                RuntimeException - if the index cannot be loaded from the file, the file contains invalid data, or the file contains an older version of the Voyager file format that requires additional arguments to be provided.
                +
                • -
              - - - -
                -
              • -

                load

                -
                public static Index load(InputStream inputStream,
-                         Index.SpaceType space,
-                         int numDimensions,
-                         Index.StorageDataType storageDataType)
                +
              • +
                +

                load

                +
                public static Index load(InputStream inputStream, + Index.SpaceType space, + int numDimensions, + Index.StorageDataType storageDataType)
                Interpret the contents of a java.io.InputStream as the contents of a Voyager index file - and create a new Index initialized with the data provided by that stream.
                -
                -
                Parameters:
                -
                inputStream - A InputStream that will provide the contents of a Voyager + and create a new Index initialized with the data provided by that stream.
    +
    +
    Parameters:
    +
    inputStream - A InputStream that will provide the contents of a Voyager index.
    -
    space - The Index.SpaceType to use when loading the index.
    +
    space - The Index.SpaceType to use when loading the index.
    numDimensions - The number of dimensions per vector.
    -
    storageDataType - The Index.StorageDataType used by the index being loaded.
    -
    Returns:
    -
    An Index whose contents have been initialized with the data provided by the +
    storageDataType - The Index.StorageDataType used by the index being loaded.
    +
    Returns:
    +
    An Index whose contents have been initialized with the data provided by the input stream.
    -
    Throws:
    -
    RuntimeException - if the index cannot be loaded from the stream, or the stream contains +
    Throws:
    +
    RuntimeException - if the index cannot be loaded from the stream, or the stream contains invalid data.
    + - - - - -
      -
    • -

      load

      -
      public static Index load(InputStream inputStream)
      +
    • +
      +

      load

      +
      public static Index load(InputStream inputStream)
      Interpret the contents of a java.io.InputStream as the contents of a Voyager index file - and create a new Index initialized with the data provided by that stream.
      -
      -
      Parameters:
      -
      inputStream - A InputStream that will provide the contents of a Voyager + and create a new Index initialized with the data provided by that stream. +
      +
      Parameters:
      +
      inputStream - A InputStream that will provide the contents of a Voyager index.
      -
      Returns:
      -
      An Index whose contents have been initialized with the data provided by the +
      Returns:
      +
      An Index whose contents have been initialized with the data provided by the input stream.
      -
      Throws:
      -
      RuntimeException - if the index cannot be loaded from the stream, or the stream contains +
      Throws:
      +
      RuntimeException - if the index cannot be loaded from the stream, or the stream contains invalid data, or the file contains an older version of the Voyager file format that requires additional arguments to be provided.
      +
      • -
    - - - -
      -
    • -

      close

      -
      public void close()
-           throws IOException
      -
      Close this Index and release any memory held by it. Note that this method must be - called to release the memory backing this Index; failing to do so may cause a memory +
    • +
      +

      close

      +
      public void close() + throws IOException
      +
      Close this Index and release any memory held by it. Note that this method must be + called to release the memory backing this Index; failing to do so may cause a memory leak. -

      Any calls to methods after close() is called will fail, as the underlying +

      Any calls to methods after close() is called will fail, as the underlying native C++ object will have been deallocated.

      -
      -
      Specified by:
      -
      close in interface Closeable
      -
      Specified by:
      -
      close in interface AutoCloseable
      -
      Throws:
      -
      IOException - if the C++ destructor fails.
      +
      +
      Specified by:
      +
      close in interface AutoCloseable
      +
      Specified by:
      +
      close in interface Closeable
      +
      Throws:
      +
      IOException - if the C++ destructor fails.
      +
      • -
    - - - - - - - -
      -
    • -

      setEf

      -
      public void setEf(long ef)
      -
      Set the default EF ("query search depth") to use when query(float[], int) is called.
      -
      -
      Parameters:
      +
    • +
      +

      setEf

      +
      public void setEf(long ef)
      +
      Set the default EF ("query search depth") to use when query(float[], int) is called.
      +
      +
      Parameters:
      ef - The new default EF value to use. This value can be overridden on a per-query basis at query time.
      +
      • -
    - - - -
      -
    • -

      getEf

      -
      public int getEf()
      -
      Get the default EF ("query search depth") that will be uses when query(float[], int) is called.
      -
      -
      Returns:
      -
      The current default EF value, used by the Index if no value is provided at +
    • +
      +

      getEf

      +
      public int getEf()
      +
      Get the default EF ("query search depth") that will be uses when query(float[], int) is called.
      +
      +
      Returns:
      +
      The current default EF value, used by the Index if no value is provided at query time.
      +
      • -
    - - - - - - - -
      -
    • -

      getNumDimensions

      -
      public int getNumDimensions()
      -
      Get the number of dimensions used in this Index.
      -
      -
      Returns:
      -
      The number of dimensions used by this Index, and which all vectors within this - Index must have.
      +
    • +
      +

      getNumDimensions

      +
      public int getNumDimensions()
      +
      Get the number of dimensions used in this Index.
      +
      +
      Returns:
      +
      The number of dimensions used by this Index, and which all vectors within this + Index must have.
      +
      • -
    - - - -
      -
    • -

      setNumThreads

      -
      public void setNumThreads(int numThreads)
      +
    • +
      +

      setNumThreads

      +
      public void setNumThreads(int numThreads)
      Set the default number of threads to use when adding multiple vectors in bulk, or when querying for multiple vectors simultaneously.
      -
      -
      Parameters:
      +
      +
      Parameters:
      numThreads - The default number of threads used for bulk-add or bulk-query methods if not overridden in each method call. Note that this affects the number of threads started for each method call - Voyager keeps no long-lived thread pool. For maximum efficiency, pass as much data as possible to each bulk-add or bulk-query method call to minimize overhead.
      +
      • -
    - - - -
      -
    • -

      getNumThreads

      -
      public int getNumThreads()
      +
    • +
      +

      getNumThreads

      +
      public int getNumThreads()
      Get the default number of threads used when adding multiple vectors in bulk oor when querying for multiple vectors simultaneously.
      -
      -
      Returns:
      +
      +
      Returns:
      The default number of threads used for bulk-add or bulk-query methods if not overridden in each method call.
      +
      • -
    - - - -
      -
    • -

      saveIndex

      -
      public void saveIndex(String pathToIndex)
      -
      Save this Index to a file at the provided filename. This file can be reloaded by using Index.load(...).
      -
      -
      Parameters:
      +
    • +
      +

      saveIndex

      +
      public void saveIndex(String pathToIndex)
      +
      Save this Index to a file at the provided filename. This file can be reloaded by using + Index.load(...).
      +
      +
      Parameters:
      pathToIndex - The output filename to write to.
      +
      • -
    - - - -
      -
    • -

      saveIndex

      -
      public void saveIndex(OutputStream outputStream)
      +
    • +
      +

      saveIndex

      +
      public void saveIndex(OutputStream outputStream)
      Save this Index to the provided output stream. The stream will not be closed automatically - be sure to close the stream saveIndex has completed. The data written to the stream can be reloaded by using Index.load(...).
      -
      -
      Parameters:
      +
      +
      Parameters:
      outputStream - The output stream to write to. This stream will not be closed automatically.
      +
      • -
    - - - -
      -
    • -

      asBytes

      -
      public byte[] asBytes()
      +
    • +
      +

      asBytes

      +
      public byte[] asBytes()
      Returns the contents of this index as an array of bytes. The resulting bytes will contain the same data as if this index was serialized to disk and then read back into memory again.
      -
      -
      Returns:
      +
      +
      Returns:
      A byte array representing the contents of the index
      +
      • -
    - - - -
      -
    • -

      addItem

      -
      public long addItem(float[] vector)
      -
      Add an item (a vector) to this Index. The item will automatically be given an - identifier equal to the return value of getNumElements().
      -
      -
      Parameters:
      +
    • +
      +

      addItem

      +
      public long addItem(float[] vector)
      +
      Add an item (a vector) to this Index. The item will automatically be given an + identifier equal to the return value of getNumElements().
      +
      +
      Parameters:
      vector - The vector to add to the index.
      -
      Returns:
      +
      Returns:
      The long ID that was assigned to this vector.
      -
      Throws:
      -
      RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
      +
      Throws:
      +
      RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
      +
      • -
    - - - -
      -
    • -

      addItem

      -
      public long addItem(float[] vector,
-                    long id)
      -
      Add an item (a vector) to this Index with the provided identifier.
      -
      -
      Parameters:
      +
    • +
      +

      addItem

      +
      public long addItem(float[] vector, + long id)
      +
      Add an item (a vector) to this Index with the provided identifier.
      +
      +
      Parameters:
      vector - The vector to add to the index.
      id - The 64-bit integer denoting the identifier of this vector.
      -
      Returns:
      +
      Returns:
      The long ID that was assigned to this vector.
      -
      Throws:
      -
      RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
      +
      Throws:
      +
      RuntimeException - If the provided vector does not contain exactly getNumDimensions() dimensions.
      +
      • -
    - - - -
      -
    • -

      addItems

      -
      public long[] addItems(float[][] vectors,
-                       int numThreads)
      -
      Add multiple items (vectors) to this Index.
      -
      -
      Parameters:
      +
    • +
      +

      addItems

      +
      public long[] addItems(float[][] vectors, + int numThreads)
      +
      Add multiple items (vectors) to this Index.
      +
      +
      Parameters:
      vectors - The vectors to add to the index.
      numThreads - The number of threads to use when adding the provided vectors. If -1 (the default), the number of CPUs available on the current machine will be used.
      -
      Returns:
      +
      Returns:
      The auto-generated long IDs that were assigned to the provided vectors, in the same order as the provided vectors.
      -
      Throws:
      -
      RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
      +
      Throws:
      +
      RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
      +
      • -
    - - - -
      -
    • -

      addItems

      -
      public long[] addItems(float[][] vectors,
-                       long[] ids,
-                       int numThreads)
      -
      Add multiple items (vectors) to this Index with the provided identifiers.
      -
      -
      Parameters:
      +
    • +
      +

      addItems

      +
      public long[] addItems(float[][] vectors, + long[] ids, + int numThreads)
      +
      Add multiple items (vectors) to this Index with the provided identifiers.
      +
      +
      Parameters:
      vectors - The vectors to add to the index.
      ids - The 64-bit identifiers that correspond with each of the provided vectors.
      numThreads - The number of threads to use when adding the provided vectors. If -1 (the default), the number of CPUs available on the current machine will be used. Note that this - causes a temporary C++ thread pool to be used. Instead of calling addItems in a - tight loop, consider passing more data to each addItems call instead to reduce + causes a temporary C++ thread pool to be used. Instead of calling addItems(float[][],int) in a + tight loop, consider passing more data to each addItems(float[][],int) call instead to reduce overhead.
      -
      Returns:
      +
      Returns:
      The long IDs that were assigned to the provided vectors, in the same order as the provided vectors.
      -
      Throws:
      -
      RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
      -
      RuntimeException - If the list of IDs does not have the same length as the list of +
      Throws:
      +
      RuntimeException - If any of the provided vectors do not contain exactly getNumDimensions() dimensions.
      +
      RuntimeException - If the list of IDs does not have the same length as the list of provided vectors.
      +
      • -
    - - - -
      -
    • -

      getVector

      -
      public float[] getVector(long id)
      +
    • +
      +

      getVector

      +
      public float[] getVector(long id)
      Get the vector for the provided identifier.
      -
      -
      Parameters:
      +
      +
      Parameters:
      id - The identifier whose vector will be fetched.
      -
      Returns:
      +
      Returns:
      A float array representing the values of the vector.
      -
      Throws:
      -
      RuntimeException - If the provided identifier is not present in the Index.
      +
      Throws:
      +
      RuntimeException - If the provided identifier is not present in the Index.
      +
      • -
    - - - -
      -
    • -

      getVectors

      -
      public float[][] getVectors(long[] ids)
      +
    • +
      +

      getVectors

      +
      public float[][] getVectors(long[] ids)
      Get the vectors for a provided array of identifiers.
      -
      -
      Parameters:
      +
      +
      Parameters:
      ids - The identifiers whose vector will be fetched.
      -
      Returns:
      +
      Returns:
      A nested float array representing the values of the vectors corresponding with each ID.
      -
      Throws:
      -
      RuntimeException - If any of the provided identifiers are not present in the Index.
      +
      Throws:
      +
      RuntimeException - If any of the provided identifiers are not present in the Index.
      +
      • -
    - - - -
      -
    • -

      getIDs

      -
      public long[] getIDs()
      +
    • +
      +

      getIDs

      +
      public long[] getIDs()
      Get the list of identifiers currently stored by this index.
      -
      -
      Returns:
      +
      +
      Returns:
      a long array of identifiers.
      +
      • -
    - - - -
      -
    • -

      query

      -
      public Index.QueryResults query(float[] queryVector,
-                                int k)
      -
      Query this Index for approximate nearest neighbors of a single query vector.
      -
      -
      Parameters:
      +
    • +
      +

      query

      +
      public Index.QueryResults query(float[] queryVector, + int k)
      +
      Query this Index for approximate nearest neighbors of a single query vector.
      +
      +
      Parameters:
      queryVector - A query vector to use for searching.
      k - The number of nearest neighbors to return.
      -
      Returns:
      -
      A Index.QueryResults object, containing the neighbors found that are (approximately) +
      Returns:
      +
      A Index.QueryResults object, containing the neighbors found that are (approximately) nearest to the query vector.
      -
      Throws:
      -
      RecallException - if fewer than k results can be found in the index.
      +
      Throws:
      +
      RecallException - if fewer than k results can be found in the index.
      +
      • -
    - - - -
      -
    • -

      query

      -
      public Index.QueryResults[] query(float[][] queryVectors,
-                                  int k,
-                                  int numThreads)
      -
      Query this Index for approximate nearest neighbors of multiple query vectors.
      -
      -
      Parameters:
      +
    • +
      +

      query

      +
      public Index.QueryResults[] query(float[][] queryVectors, + int k, + int numThreads)
      +
      Query this Index for approximate nearest neighbors of multiple query vectors.
      +
      +
      Parameters:
      queryVectors - The query vectors to use for searching.
      k - The number of nearest neighbors to return for each query vector
      numThreads - The number of threads to use when searching. If -1, all available CPU cores will be used. Note that passing a number of threads other than 1 will cause a temporary C++ - thread pool to be used. Instead of calling query in a tight loop, consider passing + thread pool to be used. Instead of calling query(float[],int) in a tight loop, consider passing more data to each call instead to reduce overhead.
      -
      Returns:
      -
      An array of Index.QueryResults objects, each containing the neighbors found that are - (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
      -
      Throws:
      -
      RecallException - if fewer than k results can be found in the index for one or +
      Returns:
      +
      An array of Index.QueryResults objects, each containing the neighbors found that are + (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
      +
      Throws:
      +
      RecallException - if fewer than k results can be found in the index for one or more queries.
      +
      • -
    - - - -
      -
    • -

      query

      -
      public Index.QueryResults query(float[] queryVector,
-                                int k,
-                                long queryEf)
      -
      Query this Index for approximate nearest neighbors of a single query vector.
      -
      -
      Parameters:
      +
    • +
      +

      query

      +
      public Index.QueryResults query(float[] queryVector, + int k, + long queryEf)
      +
      Query this Index for approximate nearest neighbors of a single query vector.
      +
      +
      Parameters:
      queryVector - A query vector to use for searching.
      k - The number of nearest neighbors to return.
      queryEf - The per-query "ef" value to use. Larger values produce more accurate results at the expense of query time.
      -
      Returns:
      -
      A Index.QueryResults object, containing the neighbors found that are (approximately) +
      Returns:
      +
      A Index.QueryResults object, containing the neighbors found that are (approximately) nearest to the query vector.
      -
      Throws:
      -
      RecallException - if fewer than k results can be found in the index.
      +
      Throws:
      +
      RecallException - if fewer than k results can be found in the index.
      +
      • -
    - - - -
      -
    • -

      query

      -
      public Index.QueryResults[] query(float[][] queryVectors,
-                                  int k,
-                                  int numThreads,
-                                  long queryEf)
      -
      Query this Index for approximate nearest neighbors of multiple query vectors.
      -
      -
      Parameters:
      +
    • +
      +

      query

      +
      public Index.QueryResults[] query(float[][] queryVectors, + int k, + int numThreads, + long queryEf)
      +
      Query this Index for approximate nearest neighbors of multiple query vectors.
      +
      +
      Parameters:
      queryVectors - The query vectors to use for searching.
      k - The number of nearest neighbors to return for each query vector
      numThreads - The number of threads to use when searching. If -1, all available CPU cores will be used. Note that passing a number of threads other than 1 will cause a temporary C++ - thread pool to be used. Instead of calling query in a tight loop, consider passing + thread pool to be used. Instead of calling query(float[],int) in a tight loop, consider passing more data to each call instead to reduce overhead.
      queryEf - The per-query "ef" value to use. Larger values produce more accurate results at the expense of query time.
      -
      Returns:
      -
      An array of Index.QueryResults objects, each containing the neighbors found that are - (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
      -
      Throws:
      -
      RecallException - if fewer than k results can be found in the index for one or +
      Returns:
      +
      An array of Index.QueryResults objects, each containing the neighbors found that are + (approximately) nearest to the corresponding query vector. The returned list of Index.QueryResults will contain the same number of elements as queryVectors.
      +
      Throws:
      +
      RecallException - if fewer than k results can be found in the index for one or more queries.
      +
      • -
    - - - -
      -
    • -

      markDeleted

      -
      public void markDeleted(long label)
      +
    • +
      +

      markDeleted

      +
      public void markDeleted(long label)
      Mark an element of the index as deleted. Deleted elements will be skipped when querying, but will still be present in the index.
      -
      -
      Parameters:
      +
      +
      Parameters:
      label - The ID of the element to mark as deleted.
      -
      Throws:
      -
      RuntimeException - If the provided identifier is not present in the Index.
      +
      Throws:
      +
      RuntimeException - If the provided identifier is not present in the Index.
      +
      • -
    - - - -
      -
    • -

      unmarkDeleted

      -
      public void unmarkDeleted(long label)
      +
    • +
      +

      unmarkDeleted

      +
      public void unmarkDeleted(long label)
      Un-mark an element of the index as deleted, making it available again.
      -
      -
      Parameters:
      +
      +
      Parameters:
      label - The ID of the element to unmark as deleted.
      -
      Throws:
      -
      RuntimeException - If the provided identifier is not present in the Index.
      +
      Throws:
      +
      RuntimeException - If the provided identifier is not present in the Index.
      +
      • -
    - - - -
      -
    • -

      resizeIndex

      -
      public void resizeIndex(long newSize)
      -
      Change the maximum number of elements currently storable by this Index. This operation +
    • +
      +

      resizeIndex

      +
      public void resizeIndex(long newSize)
      +
      Change the maximum number of elements currently storable by this Index. This operation reallocates the memory used by the index and can be quite slow, so it may be useful to set the maximum number of elements in advance if that number is known.
      -
      -
      Parameters:
      -
      newSize - The new number of maximum elements to resize this Index to.
      +
      +
      Parameters:
      +
      newSize - The new number of maximum elements to resize this Index to.
      +
      • -
    - - - -
      -
    • -

      getMaxElements

      -
      public long getMaxElements()
      -
      Get the maximum number of elements currently storable by this Index. If more elements +
    • +
      +

      getMaxElements

      +
      public long getMaxElements()
      +
      Get the maximum number of elements currently storable by this Index. If more elements are added than getMaxElements(), the index will be automatically (but slowly) resized.
      -
      -
      Returns:
      -
      The number of elements (vectors) that are currently storable in this Index.
      +
      +
      Returns:
      +
      The number of elements (vectors) that are currently storable in this Index.
      +
      • -
    - - - -
      -
    • -

      getNumElements

      -
      public long getNumElements()
      -
      Get the number of elements currently in this Index.
      -
      -
      Returns:
      -
      The number of elements (vectors) in this Index. This count includes any deleted +
    • +
      +

      getNumElements

      +
      public long getNumElements()
      +
      Get the number of elements currently in this Index.
      +
      +
      Returns:
      +
      The number of elements (vectors) in this Index. This count includes any deleted elements.
      +
      • -
    - - - -
      -
    • -

      getEfConstruction

      -
      public long getEfConstruction()
      -
      Get the EF Construction value used when adding new elements to this Index.
      -
      -
      Returns:
      +
    • +
      +

      getEfConstruction

      +
      public long getEfConstruction()
      +
      Get the EF Construction value used when adding new elements to this Index.
      +
      +
      Returns:
      The current EF Construction value (i.e.: the number of neighbors to search for when adding new elements).
      +
      • -
    - - - -
      -
    • -

      getM

      -
      public long getM()
      -
      Get the M value used when adding new elements to this Index.
      -
      -
      Returns:
      +
    • +
      +

      getM

      +
      public long getM()
      +
      Get the M value used when adding new elements to this Index.
      +
      +
      Returns:
      The current M value (i.e.: the number of links between adjacent vectors to create when adding elements).
      +
    + - - - - + - -
    - - -
    Skip navigation links
    - - - - -
    -
    - - - -
    - + +
    +
    +

    Copyright © 2024. All rights reserved.

    +
    -
    - -
    - - -
    - -

    Copyright © 2024. All rights reserved.

    diff --git a/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html b/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html index ace70f40..bea276c5 100644 --- a/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/StringIndex.QueryResults.html @@ -1,349 +1,219 @@ - - + - - + StringIndex.QueryResults (voyager 2.1.0 API) - + + + + + + + + + - - + + +
    + +
    +
    -
    com.spotify.voyager.jni
    -

    Class StringIndex.QueryResults

    +
    Package com.spotify.voyager.jni
    +

    Class StringIndex.QueryResults

    -
    - -
    -
      -
    • -
      +
      java.lang.Object +
      com.spotify.voyager.jni.StringIndex.QueryResults
      +
      +
      +
      Enclosing class:
      -
      StringIndex
      +
      StringIndex
      -
      -
      public static class StringIndex.QueryResults
-extends Object
      +
      public static class StringIndex.QueryResults +extends Object
      A wrapper class for nearest neighbor query results.
      -
      • -
    -
    -
    -
    -
    -
      -
    • + +
      +
        -
          -
        • - - -

          Constructor Detail

          - - - -
            -
          • -

            QueryResults

            -
            public QueryResults(String[] names,
-                    float[] distances)
            +
          • +
            +

            Constructor Details

            +
              +
            • +
              +

              QueryResults

              +
              public QueryResults(String[] names, + float[] distances)
              +
            +
            • -
          -
            -
          • - - -

            Method Detail

            - - - -
              -
            • -

              getNames

              -
              public String[] getNames()
              +
            • +
              +

              Method Details

              +
                +
              • +
                +

                getNames

                +
                public String[] getNames()
                +
                • -
              - - - -
                -
              • -

                getDistances

                -
                public float[] getDistances()
                +
              • +
                +

                getDistances

                +
                public float[] getDistances()
                +
                • -
              - - - -
                -
              • -

                getName

                -
                public String getName(int index)
                +
              • +
                +

                getName

                +
                public String getName(int index)
                +
                • -
              - - - -
                -
              • -

                getDistance

                -
                public float getDistance(int index)
                +
              • +
                +

                getDistance

                +
                public float getDistance(int index)
                +
                • -
              - - - -
                -
              • -

                getNumResults

                -
                public int getNumResults()
                +
              • +
                +

                getNumResults

                +
                public int getNumResults()
                +
                • -
              - - - - +
            -
            • -
          -
    -
    + - -
    - - -
    Skip navigation links
    - - - - -
    -
    - - - -
    - +
    +
    +
    +

    Copyright © 2024. All rights reserved.

    +
    -
    -
      -
    • Summary: 
      • -
    • Nested | 
      • -
    • Field | 
      • -
    • Constr | 
      • -
    • Method
      • -
    -
    - - -
    - -

    Copyright © 2024. All rights reserved.

    diff --git a/docs/java/com/spotify/voyager/jni/StringIndex.html b/docs/java/com/spotify/voyager/jni/StringIndex.html index 4bfa5b25..37b8949f 100644 --- a/docs/java/com/spotify/voyager/jni/StringIndex.html +++ b/docs/java/com/spotify/voyager/jni/StringIndex.html @@ -1,360 +1,286 @@ - - + - - + StringIndex (voyager 2.1.0 API) - + + + + + + + + + - - + + +
    + +
    +
    -
    com.spotify.voyager.jni
    -

    Class StringIndex

    +
    Package com.spotify.voyager.jni
    +

    Class StringIndex

    -
    - -
    -
      -
    • -
      +
      java.lang.Object +
      com.spotify.voyager.jni.StringIndex
      +
      +
      +
      All Implemented Interfaces:
      -
      Closeable, AutoCloseable
      +
      Closeable, AutoCloseable
      -
      -
      public class StringIndex
-extends Object
-implements Closeable
      +
      public class StringIndex +extends Object +implements Closeable
      Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.

      StringIndex can only accommodate up to 2^31 - 1 (2.1B) items, despite typical Voyager indices allowing up to 2^63 - 1 (9e18) items.

      -
      • -
    -
    -
    -
      -
    • + +
      +
        -
          -
        • - - -

          Nested Class Summary

          - - - - - - - - - - -
          Nested Classes 
          Modifier and TypeClass and Description
          static class StringIndex.QueryResults +
        • +
          +

          Nested Class Summary

          +
          Nested Classes
          +
          +
          Modifier and Type
          +
          Class
          +
          Description
          +
          static class 
          +
          StringIndex.QueryResults
          +
          A wrapper class for nearest neighbor query results.
          -
          • +
    +
    + - -
      -
    • - - -

      Constructor Summary

      - - - - - - - - - - - -
      Constructors 
      Constructor and Description
      StringIndex(Index.SpaceType spaceType, - int numDimensions) +
    • +
      +

      Constructor Summary

      +
      Constructors
      +
      +
      Constructor
      +
      Description
      +
      StringIndex(Index.SpaceType spaceType, + int numDimensions)
      +
      Instantiate a new empty index with the specified space type and dimensionality
      -
      • StringIndex(Index.SpaceType spaceType, - int numDimensions, - long indexM, - long efConstruction, - long randomSeed, - long maxElements, - Index.StorageDataType storageDataType) + +
      StringIndex(Index.SpaceType spaceType, + int numDimensions, + long indexM, + long efConstruction, + long randomSeed, + long maxElements, + Index.StorageDataType storageDataType)
      +
      Instantiate an empty index with the specified index parameters
      -
      +
    +
    + - - + +
    void
    +
    saveIndex(String outputDirectory, + String indexFilename, + String nameListFilename)
    +
     
    + + + +
    +

    Methods inherited from class java.lang.Object

    +clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
    + - -
    -
      -
    • + +
      +
        -
          -
        • - - -

          Constructor Detail

          - - - -
            -
          • -

            StringIndex

            -
            public StringIndex(Index.SpaceType spaceType,
-                   int numDimensions)
            +
          • +
            +

            Constructor Details

            +
              +
            • +
              +

              StringIndex

              +
              public StringIndex(Index.SpaceType spaceType, + int numDimensions)
              Instantiate a new empty index with the specified space type and dimensionality
              -
              -
              Parameters:
              +
              +
              Parameters:
              spaceType - Type of space and distance calculation used when determining distance between embeddings in the index, @see com.spotify.voyager.jni.Index.SpaceType
              numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
              +
              • -
            - - - -
              -
            • -

              StringIndex

              -
              public StringIndex(Index.SpaceType spaceType,
-                   int numDimensions,
-                   long indexM,
-                   long efConstruction,
-                   long randomSeed,
-                   long maxElements,
-                   Index.StorageDataType storageDataType)
              +
            • +
              +

              StringIndex

              +
              public StringIndex(Index.SpaceType spaceType, + int numDimensions, + long indexM, + long efConstruction, + long randomSeed, + long maxElements, + Index.StorageDataType storageDataType)
              Instantiate an empty index with the specified index parameters
              -
              -
              Parameters:
              +
              +
              Parameters:
              spaceType - Type of space and distance calculation used when determining distance between embeddings in the index, @see com.spotify.voyager.jni.Index.SpaceType
              numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
              @@ -367,217 +293,192 @@

              StringIndex

              storageDataType - Type to store the embedding values as, @see com.spotify.voyager.jni.StorageDataType
              +
            +
            • -
          -
            -
          • - - -

            Method Detail

            - - - -
              -
            • -

              load

              -
              public static StringIndex load(String indexFilename,
-                               String nameListFilename,
-                               Index.SpaceType spaceType,
-                               int numDimensions,
-                               Index.StorageDataType storageDataType)
              +
            • +
              +

              Method Details

              +
                +
              • +
                +

                load

                +
                public static StringIndex load(String indexFilename, + String nameListFilename, + Index.SpaceType spaceType, + int numDimensions, + Index.StorageDataType storageDataType)
                Load a previously constructed index from the provided file location. It is important that the dimensions, space type, and storage data type provided are the same that the index was constructed with.
                -
                -
                Parameters:
                +
                +
                Parameters:
                indexFilename - Filename of the underlying HNSW index
                nameListFilename - Filename of the JSON encoded names list
                -
                spaceType - @see com.spotify.voyager.jni.Index.SpaceType
                +
                spaceType -
                numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
                -
                storageDataType - @see com.spotify.voyager.jni.Index.StorageDataType
                -
                Returns:
                +
                storageDataType -
                +
                Returns:
                reference to the loaded StringIndex
                +
                See Also:
                +
                + +
                +
                • -
              - - - -
                -
              • -

                load

                -
                public static StringIndex load(InputStream indexInputStream,
-                               InputStream nameListInputStream,
-                               Index.SpaceType spaceType,
-                               int numDimensions,
-                               Index.StorageDataType storageDataType)
                +
              • +
                +

                load

                +
                public static StringIndex load(InputStream indexInputStream, + InputStream nameListInputStream, + Index.SpaceType spaceType, + int numDimensions, + Index.StorageDataType storageDataType)
                Load a previously constructed index from the provided input streams. It is important that the dimensions, space type, and storage data type provided are the same that the index was constructed with.
                -
                -
                Parameters:
                +
                +
                Parameters:
                indexInputStream - input stream pointing to the underlying HNSW index
                nameListInputStream - input stream pointing to the JSON encoded names list
                -
                spaceType - @see com.spotify.voyager.jni.Index.SpaceType
                +
                spaceType -
                numDimensions - Number of dimensions of each embedding stored in the underlying HNSW index
                -
                storageDataType - @see com.spotify.voyager.jni.Index.StorageDataType
                -
                Returns:
                +
                storageDataType -
                +
                Returns:
                reference to the loaded StringIndex
                +
                See Also:
                +
                + +
                +
                • -
              - - - -
                -
              • -

                load

                -
                public static StringIndex load(String indexFilename,
-                               String nameListFilename)
                +
              • +
                +

                load

                +
                public static StringIndex load(String indexFilename, + String nameListFilename)
                Load a previously constructed index from the provided file location. The space type, dimensions, and storage data type are read from the file metadata.
                -
                -
                Parameters:
                +
                +
                Parameters:
                indexFilename - Filename of the underlying HNSW index
                nameListFilename - Filename of the JSON encoded names list
                -
                Returns:
                +
                Returns:
                reference to the loaded StringIndex
                +
                • -
              - - - -
                -
              • -

                load

                -
                public static StringIndex load(InputStream indexInputStream,
-                               InputStream nameListInputStream)
                +
              • +
                +

                load

                +
                public static StringIndex load(InputStream indexInputStream, + InputStream nameListInputStream)
                Load a previously constructed index from the provided input stream. The space type, dimensions, and storage data type are read from the file metadata.
                -
                -
                Parameters:
                +
                +
                Parameters:
                indexInputStream - input stream pointing to the underlying HNSW index
                nameListInputStream - input stream pointing to the JSON encoded names list
                -
                Returns:
                +
                Returns:
                reference to the loaded StringIndex
                +
                • -
              - - - -
                -
              • -

                saveIndex

                -
                public void saveIndex(String outputDirectory)
-               throws IOException
                +
              • +
                +

                saveIndex

                +
                public void saveIndex(String outputDirectory) + throws IOException
                Save the underlying index and JSON encoded name list to the provided output directory
                -
                -
                Parameters:
                +
                +
                Parameters:
                outputDirectory - directory to output files to
                -
                Throws:
                -
                IOException - when there is an error writing to JSON or saving to disk
                +
                Throws:
                +
                IOException - when there is an error writing to JSON or saving to disk
                +
                • -
              - - - - - - - -
                -
              • -

                saveIndex

                -
                public void saveIndex(OutputStream indexOutputStream,
-                      OutputStream namesListOutputStream)
-               throws IOException
                +
              • +
                +

                saveIndex

                +
                public void saveIndex(OutputStream indexOutputStream, + OutputStream namesListOutputStream) + throws IOException
                Save the underlying HNSW index and JSON encoded names list to the provided output streams
                -
                -
                Parameters:
                +
                +
                Parameters:
                indexOutputStream - output stream pointing to the location to save the HNSW index
                namesListOutputStream - output stream pointing to the location to save the JSON names list
                -
                Throws:
                -
                IOException - when there is an error writing to JSON or the output streams
                +
                Throws:
                +
                IOException - when there is an error writing to JSON or the output streams
                +
                • -
              - - - -
                -
              • -

                addItem

                -
                public void addItem(String name,
-                    float[] vector)
                +
              • +
                +

                addItem

                +
                public void addItem(String name, + float[] vector)
                +
                • -
              - - - - - - - - - - - -
                -
              • -

                getNumElements

                -
                public long getNumElements()
                +
              • +
                +

                getNumElements

                +
                public long getNumElements()
                +
                • -
              - - - -
                -
              • -

                getVector

                -
                public float[] getVector(String name)
                +
              • +
                +

                getVector

                +
                public float[] getVector(String name)
                +
                • -
              - - - -
                -
              • -

                query

                -
                public StringIndex.QueryResults query(float[] queryVector,
-                                      int numNeighbors,
-                                      int ef)
                +
              • +
                +

                query

                +
                public StringIndex.QueryResults query(float[] queryVector, + int numNeighbors, + int ef)
                Find the nearest neighbors of the provided embedding.
                -
                -
                Parameters:
                +
                +
                Parameters:
                queryVector - The vector to center the search around.
                numNeighbors - The number of neighbors to return. The number of results returned may be smaller than this value if the index does not contain enough items.
                @@ -585,153 +486,84 @@

                query

                Increasing this value can improve recall (up to a point) at the cost of increased search latency. The minimum value of this parameter is the requested number of neighbors, and the maximum value is the number of items in the index. -
                Returns:
                +
                Returns:
                a QueryResults object, containing the names of the neighbors and each neighbor's distance from the query vector, sorted in ascending order of distance
                +
                • -
              - - - -
                -
              • -

                query

                -
                public StringIndex.QueryResults[] query(float[][] queryVectors,
-                                        int numNeighbors,
-                                        int numThreads,
-                                        int ef)
                +
              • +
                +

                query

                +
                public StringIndex.QueryResults[] query(float[][] queryVectors, + int numNeighbors, + int numThreads, + int ef)
                Query for multiple target vectors in parallel.
                -
                -
                Parameters:
                +
                +
                Parameters:
                queryVectors - Array of query vectors to search around
                numNeighbors - Number of neighbors to get for each target
                numThreads - Number of threads to use for the underlying index search. -1 uses all available CPU cores
                ef - Search depth in the graph
                -
                Returns:
                +
                Returns:
                Array of QueryResults, one for each target vector
                +
                • -
              - - - - - - - -
                -
              • -

                resizeIndex

                -
                public void resizeIndex(long newSize)
                -
                Change the maximum number of elements currently storable by this Index. This operation +
              • +
                +

                resizeIndex

                +
                public void resizeIndex(long newSize)
                +
                Change the maximum number of elements currently storable by this Index. This operation reallocates the memory used by the index and can be quite slow, so it may be useful to set the maximum number of elements in advance if that number is known.
                -
                -
                Parameters:
                -
                newSize - The new number of maximum elements to resize this Index to.
                +
                +
                Parameters:
                +
                newSize - The new number of maximum elements to resize this Index to.
                +
                • -
              - - - -
                -
              • -

                getMaxElements

                -
                public long getMaxElements()
                -
                Get the maximum number of elements currently storable by this Index. If more elements +
              • +
                +

                getMaxElements

                +
                public long getMaxElements()
                +
                Get the maximum number of elements currently storable by this Index. If more elements are added than getMaxElements(), the index will be automatically (but slowly) resized.
                -
                -
                Returns:
                -
                The number of elements (vectors) that are currently storable in this Index.
                +
                +
                Returns:
                +
                The number of elements (vectors) that are currently storable in this Index.
                +
              +
            -
            • -
          -
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    Skip navigation links
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    Copyright © 2024. All rights reserved.

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    Copyright © 2024. All rights reserved.

    diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html b/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html index 8f1fd7f7..2dca8906 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.QueryResults.html @@ -1,196 +1,114 @@ - - + - - + Uses of Class com.spotify.voyager.jni.Index.QueryResults (voyager 2.1.0 API) - + + + + + + + + + - - + + +
    + +
    +
    -

    Uses of Class
    com.spotify.voyager.jni.Index.QueryResults

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    Uses of Class
    com.spotify.voyager.jni.Index.QueryResults

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    diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html b/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html index 14174f01..23c201ff 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.SpaceType.html @@ -1,276 +1,186 @@ - - + - + +Uses of Enum com.spotify.voyager.jni.Index.SpaceType (voyager 2.1.0 API) + -Uses of Class com.spotify.voyager.jni.Index.SpaceType (voyager 2.1.0 API) - + + + + + + + - - + + +
    + +
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    -

    Uses of Class
    com.spotify.voyager.jni.Index.SpaceType

    +

    Uses of Enum
    com.spotify.voyager.jni.Index.SpaceType

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    diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html b/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html index da4f6d3b..ca34ad6e 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.StorageDataType.html @@ -1,257 +1,168 @@ - - + - + +Uses of Enum com.spotify.voyager.jni.Index.StorageDataType (voyager 2.1.0 API) + -Uses of Class com.spotify.voyager.jni.Index.StorageDataType (voyager 2.1.0 API) - + + + + + + + - - + + +
    + +
    +
    -

    Uses of Class
    com.spotify.voyager.jni.Index.StorageDataType

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    Uses of Enum
    com.spotify.voyager.jni.Index.StorageDataType

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    diff --git a/docs/java/com/spotify/voyager/jni/class-use/Index.html b/docs/java/com/spotify/voyager/jni/class-use/Index.html index 19015b62..f3feb45b 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/Index.html +++ b/docs/java/com/spotify/voyager/jni/class-use/Index.html @@ -1,198 +1,116 @@ - - + - - + Uses of Class com.spotify.voyager.jni.Index (voyager 2.1.0 API) - + + + + + + + + + - - + + +
    + +
    +
    -

    Uses of Class
    com.spotify.voyager.jni.Index

    +

    Uses of Class
    com.spotify.voyager.jni.Index

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    diff --git a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html index b05f2858..12b91eb5 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html +++ b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.QueryResults.html @@ -1,181 +1,101 @@ - - + - - + Uses of Class com.spotify.voyager.jni.StringIndex.QueryResults (voyager 2.1.0 API) - + + + + + + + + + - - + + +
    + +
    +
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    Uses of Class
    com.spotify.voyager.jni.StringIndex.QueryResults

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    Uses of Class
    com.spotify.voyager.jni.StringIndex.QueryResults

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    diff --git a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html index 92757384..75e021d3 100644 --- a/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html +++ b/docs/java/com/spotify/voyager/jni/class-use/StringIndex.html @@ -1,198 +1,116 @@ - - + - - + Uses of Class com.spotify.voyager.jni.StringIndex (voyager 2.1.0 API) - + + + + + + + + + - - + + +
    + +
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    Uses of Class
    com.spotify.voyager.jni.StringIndex

    +

    Uses of Class
    com.spotify.voyager.jni.StringIndex

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    diff --git a/docs/java/com/spotify/voyager/jni/exception/RecallException.html b/docs/java/com/spotify/voyager/jni/exception/RecallException.html index ccfe1d61..bdf71bc4 100644 --- a/docs/java/com/spotify/voyager/jni/exception/RecallException.html +++ b/docs/java/com/spotify/voyager/jni/exception/RecallException.html @@ -1,299 +1,179 @@ - - + - - + RecallException (voyager 2.1.0 API) - + + + + + + + + + - - + + +
    + +
    +
    -
    com.spotify.voyager.jni.exception
    -

    Class RecallException

    +
    Package com.spotify.voyager.jni.exception
    +

    Class RecallException

    -
    - -
    -
    -
    -
    +
    + - - +
  • +
    +

    Method Summary

    +
    +

    Methods inherited from class java.lang.Throwable

    +addSuppressed, fillInStackTrace, getCause, getLocalizedMessage, getMessage, getStackTrace, getSuppressed, initCause, printStackTrace, printStackTrace, printStackTrace, setStackTrace, toString
    +
    +

    Methods inherited from class java.lang.Object

    +clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
    +
    • -
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          Constructor Detail

          - - - -
            -
          • -

            RecallException

            -
            public RecallException(String message)
            +
          • +
            +

            Constructor Details

            +
              +
            • +
              +

              RecallException

              +
              public RecallException(String message)
              Constructs a new RecallException with the specified detail message.
              -
              -
              Parameters:
              +
              +
              Parameters:
              message - the detail message
              +
              • -
            - - - -
              -
            • -

              RecallException

              -
              public RecallException(String message,
-                       Throwable cause)
              +
            • +
              +

              RecallException

              +
              public RecallException(String message, + Throwable cause)
              Constructs a new RecallException with the specified detail message and cause.
              -
              -
              Parameters:
              +
              +
              Parameters:
              message - the detail message
              cause - the cause of the exception
              +
            +
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    • Summary: 
      • -
    • Nested | 
      • -
    • Field | 
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    diff --git a/docs/java/com/spotify/voyager/jni/exception/class-use/RecallException.html b/docs/java/com/spotify/voyager/jni/exception/class-use/RecallException.html index 3418111b..fb99c0de 100644 --- a/docs/java/com/spotify/voyager/jni/exception/class-use/RecallException.html +++ b/docs/java/com/spotify/voyager/jni/exception/class-use/RecallException.html @@ -1,126 +1,62 @@ - - + - - + Uses of Class com.spotify.voyager.jni.exception.RecallException (voyager 2.1.0 API) - + + + + + + + + + - - + + +
    + +
    +
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    Uses of Class
    com.spotify.voyager.jni.exception.RecallException

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    Package com.spotify.voyager.jni.exception

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    + +
    +
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    Package com.spotify.voyager.jni

    -
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    Package com.spotify.voyager.jni

    +
    +
    +
    package com.spotify.voyager.jni
    +
    Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
    +
    +
    +
    +
    - - - -

    Package com.spotify.voyager.jni Description

    -
    Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
    + + +
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    diff --git a/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html b/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html index 6827eb7a..6b65a2d7 100644 --- a/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html +++ b/docs/java/com/spotify/voyager/jni/utils/JniLibExtractor.html @@ -1,273 +1,163 @@ - - + - - + JniLibExtractor (voyager 2.1.0 API) - + + + + + + + + + - - + + +
    + +
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    com.spotify.voyager.jni.utils
    -

    Class JniLibExtractor

    +
    Package com.spotify.voyager.jni.utils
    +

    Class JniLibExtractor

    -
    - -
    -
      -
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      -
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      public class JniLibExtractor
-extends Object
      -
      • -
    +
    java.lang.Object +
    com.spotify.voyager.jni.utils.JniLibExtractor
    -
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          Constructor Detail

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            JniLibExtractor

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            Constructor Details

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              JniLibExtractor

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              public JniLibExtractor()
              +
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            Method Detail

            - - - -
              -
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              extractBinaries

              -
              public static String extractBinaries(String libname)
              -
              • -
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          • +
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            Method Details

            +
              +
            • +
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              extractBinaries

              +
              public static String extractBinaries(String libname)
              +
            +
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    diff --git a/docs/java/com/spotify/voyager/jni/utils/TinyJson.html b/docs/java/com/spotify/voyager/jni/utils/TinyJson.html index 292f3d42..5b16cef9 100644 --- a/docs/java/com/spotify/voyager/jni/utils/TinyJson.html +++ b/docs/java/com/spotify/voyager/jni/utils/TinyJson.html @@ -1,295 +1,181 @@ - - + - - + TinyJson (voyager 2.1.0 API) - + + + + + + + + + - - + + +
    + +
    +
    -
    com.spotify.voyager.jni.utils
    -

    Class TinyJson

    +
    Package com.spotify.voyager.jni.utils
    +

    Class TinyJson

    -
    - -
    -
      -
    • +
      java.lang.Object +
      com.spotify.voyager.jni.utils.TinyJson
      +
      +
      -
      -
      public class TinyJson
-extends Object
      +
      public class TinyJson +extends Object
      A dependency-free, super tiny JSON serde class that only supports reading and writing lists of strings.
      -
      • -
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    Uses of Class
    com.spotify.voyager.jni.utils.JniLibExtractor

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    Uses of Class
    com.spotify.voyager.jni.utils.JniLibExtractor

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    Package com.spotify.voyager.jni.utils

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    Package com.spotify.voyager.jni.utils

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    + +
    +
    -

    Package com.spotify.voyager

    -
    -
    Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector - data.
    -
    -

    See: Description

    +

    Package com.spotify.voyager

    -
    - - -

    Package com.spotify.voyager Description

    +
    +
    package com.spotify.voyager
    +
    Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector - data. For most use cases, Index will be the primary interface to + data. For most use cases, Index will be the primary interface to Voyager's functionality. 
    @@ -106,54 +86,30 @@ 
    Package com.spotify.voyager
    // Serialize this index to use it again later:
    index.saveIndex("my_tiny_index.voy");
    +
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    diff --git a/docs/java/index-all.html b/docs/java/index-all.html index f46f9837..78c7eb4b 100644 --- a/docs/java/index-all.html +++ b/docs/java/index-all.html @@ -1,117 +1,93 @@ - - + - - + Index (voyager 2.1.0 API) - + + + + + + + + + - - + + +
    + +
    +
    +
    +

    Index

    +
    +A C D E F G I J L M Q R S T U V W 
    All Classes and Interfaces|All Packages|Serialized Form +

    A

    +
    +
    addItem(float[]) - Method in class com.spotify.voyager.jni.Index
    Add an item (a vector) to this Index.
    -
    addItem(float[], long) - Method in class com.spotify.voyager.jni.Index
    +
    addItem(float[], long) - Method in class com.spotify.voyager.jni.Index
    Add an item (a vector) to this Index with the provided identifier.
    -
    addItem(String, float[]) - Method in class com.spotify.voyager.jni.StringIndex
    +
    addItem(String, float[]) - Method in class com.spotify.voyager.jni.StringIndex
     
    -
    addItem(String, List<Float>) - Method in class com.spotify.voyager.jni.StringIndex
    +
    addItem(String, List<Float>) - Method in class com.spotify.voyager.jni.StringIndex
     
    -
    addItems(float[][], int) - Method in class com.spotify.voyager.jni.Index
    +
    addItems(float[][], int) - Method in class com.spotify.voyager.jni.Index
    Add multiple items (vectors) to this Index.
    -
    addItems(float[][], long[], int) - Method in class com.spotify.voyager.jni.Index
    +
    addItems(float[][], long[], int) - Method in class com.spotify.voyager.jni.Index
    Add multiple items (vectors) to this Index with the provided identifiers.
    -
    addItems(Map<String, List<Float>>) - Method in class com.spotify.voyager.jni.StringIndex
    +
    addItems(Map<String, List<Float>>) - Method in class com.spotify.voyager.jni.StringIndex
     
    -
    asBytes() - Method in class com.spotify.voyager.jni.Index
    +
    asBytes() - Method in class com.spotify.voyager.jni.Index
    Returns the contents of this index as an array of bytes.
    - - - -

    C

    -
    -
    close() - Method in class com.spotify.voyager.jni.Index
    +

    C

    +
    +
    close() - Method in class com.spotify.voyager.jni.Index
    Close this Index and release any memory held by it.
    -
    close() - Method in class com.spotify.voyager.jni.StringIndex
    +
    close() - Method in class com.spotify.voyager.jni.StringIndex
     
    com.spotify.voyager - package com.spotify.voyager
    @@ -126,432 +102,369 @@

    C

     
    com.spotify.voyager.jni.utils - package com.spotify.voyager.jni.utils
     
    +
    Cosine - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
    +
    +
    Cosine distance; i.e.
    +
    - - - -

    D

    -
    -
    distances - Variable in class com.spotify.voyager.jni.Index.QueryResults
    +

    D

    +
    +
    distances - Variable in class com.spotify.voyager.jni.Index.QueryResults
    A list of distances from each item ID to the query vector for this query.
    - - - -

    E

    -
    -
    extractBinaries(String) - Static method in class com.spotify.voyager.jni.utils.JniLibExtractor
    +

    E

    +
    +
    E4M3 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
    +
    +
    A custom 8-bit floating point data type with range [-448, 448] and variable precision.
    +
    +
    Euclidean - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
    +
    +
    Euclidean distance, also known as L2 distance.
    +
    +
    extractBinaries(String) - Static method in class com.spotify.voyager.jni.utils.JniLibExtractor
     
    - - - -

    F

    -
    -
    finalize() - Method in class com.spotify.voyager.jni.Index
    +

    F

    +
    +
    finalize() - Method in class com.spotify.voyager.jni.Index
     
    +
    Float32 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
    +
    +
    A 32-bit floating point ("Float") data type.
    +
    +
    Float8 - Enum constant in enum com.spotify.voyager.jni.Index.StorageDataType
    +
    +
    An 8-bit floating point data type that expects all values to be on [-1, 1].
    +
    - - - -

    G

    -
    -
    getDistance(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +

    G

    +
    +
    getDistance(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getDistances() - Method in class com.spotify.voyager.jni.Index.QueryResults
    +
    getDistances() - Method in class com.spotify.voyager.jni.Index.QueryResults
    Retrieve the list of distances between query vectors and item vectors for the results of this query.
    -
    getDistances() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    getDistances() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getEf() - Method in class com.spotify.voyager.jni.Index
    +
    getEf() - Method in class com.spotify.voyager.jni.Index
    -
    Get the default EF ("query search depth") that will be uses when Index.query(float[], int) is called.
    +
    Get the default EF ("query search depth") that will be uses when Index.query(float[], int) is called.
    -
    getEfConstruction() - Method in class com.spotify.voyager.jni.Index
    +
    getEfConstruction() - Method in class com.spotify.voyager.jni.Index
    Get the EF Construction value used when adding new elements to this Index.
    -
    getIDs() - Method in class com.spotify.voyager.jni.Index
    +
    getIDs() - Method in class com.spotify.voyager.jni.Index
    Get the list of identifiers currently stored by this index.
    -
    getLabels() - Method in class com.spotify.voyager.jni.Index.QueryResults
    +
    getLabels() - Method in class com.spotify.voyager.jni.Index.QueryResults
    Retrieve the list of item IDs ("labels") returned by this query.
    -
    getM() - Method in class com.spotify.voyager.jni.Index
    +
    getM() - Method in class com.spotify.voyager.jni.Index
    Get the M value used when adding new elements to this Index.
    -
    getMaxElements() - Method in class com.spotify.voyager.jni.Index
    +
    getMaxElements() - Method in class com.spotify.voyager.jni.Index
    Get the maximum number of elements currently storable by this Index.
    -
    getMaxElements() - Method in class com.spotify.voyager.jni.StringIndex
    +
    getMaxElements() - Method in class com.spotify.voyager.jni.StringIndex
    Get the maximum number of elements currently storable by this Index.
    -
    getName(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    getName(int) - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getNames() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    getNames() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getNumDimensions() - Method in class com.spotify.voyager.jni.Index
    +
    getNumDimensions() - Method in class com.spotify.voyager.jni.Index
    Get the number of dimensions used in this Index.
    -
    getNumElements() - Method in class com.spotify.voyager.jni.Index
    +
    getNumElements() - Method in class com.spotify.voyager.jni.Index
    Get the number of elements currently in this Index.
    -
    getNumElements() - Method in class com.spotify.voyager.jni.StringIndex
    +
    getNumElements() - Method in class com.spotify.voyager.jni.StringIndex
     
    -
    getNumResults() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    getNumResults() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    -
    getNumThreads() - Method in class com.spotify.voyager.jni.Index
    +
    getNumThreads() - Method in class com.spotify.voyager.jni.Index
    Get the default number of threads used when adding multiple vectors in bulk oor when querying for multiple vectors simultaneously.
    -
    getSpace() - Method in class com.spotify.voyager.jni.Index
    +
    getSpace() - Method in class com.spotify.voyager.jni.Index
    Get the Index.SpaceType that this Index uses to store and compare vectors.
    -
    getVector(long) - Method in class com.spotify.voyager.jni.Index
    +
    getVector(long) - Method in class com.spotify.voyager.jni.Index
    Get the vector for the provided identifier.
    -
    getVector(String) - Method in class com.spotify.voyager.jni.StringIndex
    +
    getVector(String) - Method in class com.spotify.voyager.jni.StringIndex
     
    -
    getVectors(long[]) - Method in class com.spotify.voyager.jni.Index
    +
    getVectors(long[]) - Method in class com.spotify.voyager.jni.Index
    Get the vectors for a provided array of identifiers.
    - - - -

    I

    -
    -
    Index - Class in com.spotify.voyager.jni
    +

    I

    +
    +
    Index - Class in com.spotify.voyager.jni
    A Voyager index, providing storage of floating-point vectors and the ability to efficiently search among those vectors.
    -
    Index(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.Index
    +
    Index(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.Index
    Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
    -
    Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.Index
    +
    Index(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.Index
    Create a new Index that uses the given Index.SpaceType to store and compare numDimensions-dimensional vectors.
    -
    Index.QueryResults - Class in com.spotify.voyager.jni
    +
    Index.QueryResults - Class in com.spotify.voyager.jni
    A container for query results, returned by Index.
    -
    Index.SpaceType - Enum in com.spotify.voyager.jni
    +
    Index.SpaceType - Enum in com.spotify.voyager.jni
    The space, also known as distance metric, to use when searching.
    -
    Index.StorageDataType - Enum in com.spotify.voyager.jni
    +
    Index.StorageDataType - Enum in com.spotify.voyager.jni
    The datatype used to use when storing vectors on disk.
    +
    InnerProduct - Enum constant in enum com.spotify.voyager.jni.Index.SpaceType
    +
    +
    Inner (dot) product.
    +
    - - - -

    J

    -
    -
    JniLibExtractor - Class in com.spotify.voyager.jni.utils
    +

    J

    +
    +
    JniLibExtractor - Class in com.spotify.voyager.jni.utils
     
    -
    JniLibExtractor() - Constructor for class com.spotify.voyager.jni.utils.JniLibExtractor
    +
    JniLibExtractor() - Constructor for class com.spotify.voyager.jni.utils.JniLibExtractor
     
    - - - -

    L

    -
    -
    labels - Variable in class com.spotify.voyager.jni.Index.QueryResults
    +

    L

    +
    +
    labels - Variable in class com.spotify.voyager.jni.Index.QueryResults
    A list of item IDs ("labels").
    -
    load(String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
    -
    -
    Load a Voyager index file and create a new Index initialized with the data in that - file.
    -
    -
    load(String) - Static method in class com.spotify.voyager.jni.Index
    -
    -
    Load a Voyager index file and create a new Index initialized with the data in that - file.
    -
    -
    load(InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
    +
    load(InputStream) - Static method in class com.spotify.voyager.jni.Index
    Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
    -
    load(InputStream) - Static method in class com.spotify.voyager.jni.Index
    +
    load(InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
    Interpret the contents of a java.io.InputStream as the contents of a Voyager index file and create a new Index initialized with the data provided by that stream.
    -
    load(String, String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
    +
    load(InputStream, InputStream) - Static method in class com.spotify.voyager.jni.StringIndex
    -
    Load a previously constructed index from the provided file location.
    +
    Load a previously constructed index from the provided input stream.
    -
    load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
    +
    load(InputStream, InputStream, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
    Load a previously constructed index from the provided input streams.
    -
    load(String, String) - Static method in class com.spotify.voyager.jni.StringIndex
    +
    load(String) - Static method in class com.spotify.voyager.jni.Index
    +
    +
    Load a Voyager index file and create a new Index initialized with the data in that + file.
    +
    +
    load(String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.Index
    +
    +
    Load a Voyager index file and create a new Index initialized with the data in that + file.
    +
    +
    load(String, String) - Static method in class com.spotify.voyager.jni.StringIndex
    Load a previously constructed index from the provided file location.
    -
    load(InputStream, InputStream) - Static method in class com.spotify.voyager.jni.StringIndex
    +
    load(String, String, Index.SpaceType, int, Index.StorageDataType) - Static method in class com.spotify.voyager.jni.StringIndex
    -
    Load a previously constructed index from the provided input stream.
    +
    Load a previously constructed index from the provided file location.
    - - - -

    M

    -
    -
    markDeleted(long) - Method in class com.spotify.voyager.jni.Index
    +

    M

    +
    +
    markDeleted(long) - Method in class com.spotify.voyager.jni.Index
    Mark an element of the index as deleted.
    - - - -

    Q

    -
    -
    query(float[], int) - Method in class com.spotify.voyager.jni.Index
    -
    -
    Query this Index for approximate nearest neighbors of a single query vector.
    -
    -
    query(float[][], int, int) - Method in class com.spotify.voyager.jni.Index
    +

    Q

    +
    +
    query(float[][], int, int) - Method in class com.spotify.voyager.jni.Index
    Query this Index for approximate nearest neighbors of multiple query vectors.
    -
    query(float[], int, long) - Method in class com.spotify.voyager.jni.Index
    +
    query(float[][], int, int, int) - Method in class com.spotify.voyager.jni.StringIndex
    -
    Query this Index for approximate nearest neighbors of a single query vector.
    +
    Query for multiple target vectors in parallel.
    -
    query(float[][], int, int, long) - Method in class com.spotify.voyager.jni.Index
    +
    query(float[][], int, int, long) - Method in class com.spotify.voyager.jni.Index
    Query this Index for approximate nearest neighbors of multiple query vectors.
    -
    query(float[], int, int) - Method in class com.spotify.voyager.jni.StringIndex
    +
    query(float[], int) - Method in class com.spotify.voyager.jni.Index
    +
    +
    Query this Index for approximate nearest neighbors of a single query vector.
    +
    +
    query(float[], int, int) - Method in class com.spotify.voyager.jni.StringIndex
    Find the nearest neighbors of the provided embedding.
    -
    query(float[][], int, int, int) - Method in class com.spotify.voyager.jni.StringIndex
    +
    query(float[], int, long) - Method in class com.spotify.voyager.jni.Index
    -
    Query for multiple target vectors in parallel.
    +
    Query this Index for approximate nearest neighbors of a single query vector.
    -
    QueryResults(long[], float[]) - Constructor for class com.spotify.voyager.jni.Index.QueryResults
    +
    QueryResults(long[], float[]) - Constructor for class com.spotify.voyager.jni.Index.QueryResults
    Instantiates a new QueryResults object, provided two identical-length arrays of labels and their corresponding distances.
    -
    QueryResults(String[], float[]) - Constructor for class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    QueryResults(String[], float[]) - Constructor for class com.spotify.voyager.jni.StringIndex.QueryResults
     
    - - - -

    R

    -
    -
    readStringList(InputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
    +

    R

    +
    +
    readStringList(InputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
     
    -
    RecallException - Exception in com.spotify.voyager.jni.exception
    +
    RecallException - Exception in com.spotify.voyager.jni.exception
    An exception indicating that the desired recall of a query cannot be achieved
    -
    RecallException(String) - Constructor for exception com.spotify.voyager.jni.exception.RecallException
    +
    RecallException(String) - Constructor for exception com.spotify.voyager.jni.exception.RecallException
    Constructs a new RecallException with the specified detail message.
    -
    RecallException(String, Throwable) - Constructor for exception com.spotify.voyager.jni.exception.RecallException
    +
    RecallException(String, Throwable) - Constructor for exception com.spotify.voyager.jni.exception.RecallException
    Constructs a new RecallException with the specified detail message and cause.
    -
    resizeIndex(long) - Method in class com.spotify.voyager.jni.Index
    +
    resizeIndex(long) - Method in class com.spotify.voyager.jni.Index
    Change the maximum number of elements currently storable by this Index.
    -
    resizeIndex(long) - Method in class com.spotify.voyager.jni.StringIndex
    +
    resizeIndex(long) - Method in class com.spotify.voyager.jni.StringIndex
    Change the maximum number of elements currently storable by this Index.
    - - - -

    S

    -
    -
    saveIndex(String) - Method in class com.spotify.voyager.jni.Index
    +

    S

    +
    +
    saveIndex(OutputStream) - Method in class com.spotify.voyager.jni.Index
    -
    Save this Index to a file at the provided filename.
    +
    Save this Index to the provided output stream.
    -
    saveIndex(OutputStream) - Method in class com.spotify.voyager.jni.Index
    +
    saveIndex(OutputStream, OutputStream) - Method in class com.spotify.voyager.jni.StringIndex
    -
    Save this Index to the provided output stream.
    +
    Save the underlying HNSW index and JSON encoded names list to the provided output streams
    -
    saveIndex(String) - Method in class com.spotify.voyager.jni.StringIndex
    +
    saveIndex(String) - Method in class com.spotify.voyager.jni.Index
    -
    Save the underlying index and JSON encoded name list to the provided output directory
    +
    Save this Index to a file at the provided filename.
    -
    saveIndex(String, String, String) - Method in class com.spotify.voyager.jni.StringIndex
    -
     
    -
    saveIndex(OutputStream, OutputStream) - Method in class com.spotify.voyager.jni.StringIndex
    +
    saveIndex(String) - Method in class com.spotify.voyager.jni.StringIndex
    -
    Save the underlying HNSW index and JSON encoded names list to the provided output streams
    +
    Save the underlying index and JSON encoded name list to the provided output directory
    -
    setEf(long) - Method in class com.spotify.voyager.jni.Index
    +
    saveIndex(String, String, String) - Method in class com.spotify.voyager.jni.StringIndex
    +
     
    +
    setEf(long) - Method in class com.spotify.voyager.jni.Index
    -
    Set the default EF ("query search depth") to use when Index.query(float[], int) is called.
    +
    Set the default EF ("query search depth") to use when Index.query(float[], int) is called.
    -
    setNumThreads(int) - Method in class com.spotify.voyager.jni.Index
    +
    setNumThreads(int) - Method in class com.spotify.voyager.jni.Index
    Set the default number of threads to use when adding multiple vectors in bulk, or when querying for multiple vectors simultaneously.
    -
    StringIndex - Class in com.spotify.voyager.jni
    +
    StringIndex - Class in com.spotify.voyager.jni
    Wrapper around com.spotify.voyager.jni.Index with a simplified interface which maps the index ID to a provided String.
    -
    StringIndex(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.StringIndex
    +
    StringIndex(Index.SpaceType, int) - Constructor for class com.spotify.voyager.jni.StringIndex
    Instantiate a new empty index with the specified space type and dimensionality
    -
    StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.StringIndex
    +
    StringIndex(Index.SpaceType, int, long, long, long, long, Index.StorageDataType) - Constructor for class com.spotify.voyager.jni.StringIndex
    Instantiate an empty index with the specified index parameters
    -
    StringIndex.QueryResults - Class in com.spotify.voyager.jni
    +
    StringIndex.QueryResults - Class in com.spotify.voyager.jni
    A wrapper class for nearest neighbor query results.
    - - - -

    T

    -
    -
    TinyJson - Class in com.spotify.voyager.jni.utils
    +

    T

    +
    +
    TinyJson - Class in com.spotify.voyager.jni.utils
    A dependency-free, super tiny JSON serde class that only supports reading and writing lists of strings.
    -
    TinyJson() - Constructor for class com.spotify.voyager.jni.utils.TinyJson
    +
    TinyJson() - Constructor for class com.spotify.voyager.jni.utils.TinyJson
     
    -
    toString() - Method in class com.spotify.voyager.jni.Index.QueryResults
    +
    toString() - Method in class com.spotify.voyager.jni.Index.QueryResults
     
    -
    toString() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
    +
    toString() - Method in class com.spotify.voyager.jni.StringIndex.QueryResults
     
    - - - -

    U

    -
    -
    unmarkDeleted(long) - Method in class com.spotify.voyager.jni.Index
    +

    U

    +
    +
    unmarkDeleted(long) - Method in class com.spotify.voyager.jni.Index
    Un-mark an element of the index as deleted, making it available again.
    - - - -

    V

    -
    -
    valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.SpaceType
    +

    V

    +
    +
    valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.SpaceType
    Returns the enum constant of this type with the specified name.
    -
    valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
    +
    valueOf(String) - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
    Returns the enum constant of this type with the specified name.
    -
    values() - Static method in enum com.spotify.voyager.jni.Index.SpaceType
    +
    values() - Static method in enum com.spotify.voyager.jni.Index.SpaceType
    Returns an array containing the constants of this enum type, in the order they are declared.
    -
    values() - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
    +
    values() - Static method in enum com.spotify.voyager.jni.Index.StorageDataType
    Returns an array containing the constants of this enum type, in the order they are declared.
    - - - -

    W

    -
    -
    writeStringList(Iterable<String>, OutputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
    +

    W

    +
    +
    writeStringList(Iterable<String>, OutputStream) - Static method in class com.spotify.voyager.jni.utils.TinyJson
     
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    diff --git a/docs/java/index.html b/docs/java/index.html index 3e657bb7..2bb365e6 100644 --- a/docs/java/index.html +++ b/docs/java/index.html @@ -1,76 +1,82 @@ - - + - + +Overview (voyager 2.1.0 API) + -voyager 2.1.0 API - + + + + + + + + + - - - - - - - +<body class="package-index-page"> +<script type="text/javascript">var pathtoroot = "./"; +loadScripts(document, 'script');</script> <noscript> <div>JavaScript is disabled on your browser.</div> </noscript> -<h2>Frame Alert</h2> -<p>This document is designed to be viewed using the frames feature. If you see this message, you are using a non-frame-capable web client. Link to <a href="overview-summary.html">Non-frame version</a>.</p> - - +
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    voyager 2.1.0 API

    +
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    Packages
    +
    +
    Package
    +
    Description
    +
    com.spotify.voyager
    +
    +
    Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector + data.
    +
    +
    com.spotify.voyager.jni
    +
    +
    Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
    +
    +
    com.spotify.voyager.jni.exception
    +
     
    +
    com.spotify.voyager.jni.utils
    +
     
    +
    +
    +
    +
    +
    +

    Copyright © 2024. All rights reserved.

    +
    +
    +
    + diff --git a/docs/java/legal/dejavufonts.md b/docs/java/legal/dejavufonts.md new file mode 100644 index 00000000..8c9e3cf3 --- /dev/null +++ b/docs/java/legal/dejavufonts.md @@ -0,0 +1,191 @@ +## DejaVu fonts v2.37 + +### DejaVu License +
    +Fonts are (c) Bitstream (see below). DejaVu changes are in public domain.
+Glyphs imported from Arev fonts are (c) Tavmjong Bah (see below)
+
+
+Bitstream Vera Fonts Copyright
+------------------------------
+
+Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera is
+a trademark of Bitstream, Inc.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of the fonts accompanying this license ("Fonts") and associated
+documentation files (the "Font Software"), to reproduce and distribute the
+Font Software, including without limitation the rights to use, copy, merge,
+publish, distribute, and/or sell copies of the Font Software, and to permit
+persons to whom the Font Software is furnished to do so, subject to the
+following conditions:
+
+The above copyright and trademark notices and this permission notice shall
+be included in all copies of one or more of the Font Software typefaces.
+
+The Font Software may be modified, altered, or added to, and in particular
+the designs of glyphs or characters in the Fonts may be modified and
+additional glyphs or characters may be added to the Fonts, only if the fonts
+are renamed to names not containing either the words "Bitstream" or the word
+"Vera".
+
+This License becomes null and void to the extent applicable to Fonts or Font
+Software that has been modified and is distributed under the "Bitstream
+Vera" names.
+
+The Font Software may be sold as part of a larger software package but no
+copy of one or more of the Font Software typefaces may be sold by itself.
+
+THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
+OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT,
+TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL BITSTREAM OR THE GNOME
+FOUNDATION BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING
+ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES,
+WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF
+THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE
+FONT SOFTWARE.
+
+Except as contained in this notice, the names of Gnome, the Gnome
+Foundation, and Bitstream Inc., shall not be used in advertising or
+otherwise to promote the sale, use or other dealings in this Font Software
+without prior written authorization from the Gnome Foundation or Bitstream
+Inc., respectively. For further information, contact: fonts at gnome dot
+org.
+
+Arev Fonts Copyright
+------------------------------
+
+Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved.
+
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of the fonts accompanying this license ("Fonts") and
+associated documentation files (the "Font Software"), to reproduce
+and distribute the modifications to the Bitstream Vera Font Software,
+including without limitation the rights to use, copy, merge, publish,
+distribute, and/or sell copies of the Font Software, and to permit
+persons to whom the Font Software is furnished to do so, subject to
+the following conditions:
+
+The above copyright and trademark notices and this permission notice
+shall be included in all copies of one or more of the Font Software
+typefaces.
+
+The Font Software may be modified, altered, or added to, and in
+particular the designs of glyphs or characters in the Fonts may be
+modified and additional glyphs or characters may be added to the
+Fonts, only if the fonts are renamed to names not containing either
+the words "Tavmjong Bah" or the word "Arev".
+
+This License becomes null and void to the extent applicable to Fonts
+or Font Software that has been modified and is distributed under the
+"Tavmjong Bah Arev" names.
+
+The Font Software may be sold as part of a larger software package but
+no copy of one or more of the Font Software typefaces may be sold by
+itself.
+
+THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT
+OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL
+TAVMJONG BAH BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL
+DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM
+OTHER DEALINGS IN THE FONT SOFTWARE.
+
+Except as contained in this notice, the name of Tavmjong Bah shall not
+be used in advertising or otherwise to promote the sale, use or other
+dealings in this Font Software without prior written authorization
+from Tavmjong Bah. For further information, contact: tavmjong @ free
+. fr.
+
+TeX Gyre DJV Math
+-----------------
+Fonts are (c) Bitstream (see below). DejaVu changes are in public domain.
+
+Math extensions done by B. Jackowski, P. Strzelczyk and P. Pianowski
+(on behalf of TeX users groups) are in public domain.
+
+Letters imported from Euler Fraktur from AMSfonts are (c) American
+Mathematical Society (see below).
+Bitstream Vera Fonts Copyright
+Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Bitstream Vera
+is a trademark of Bitstream, Inc.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of the fonts accompanying this license ("Fonts") and associated
+documentation
+files (the "Font Software"), to reproduce and distribute the Font Software,
+including without limitation the rights to use, copy, merge, publish,
+distribute,
+and/or sell copies of the Font Software, and to permit persons  to whom
+the Font Software is furnished to do so, subject to the following
+conditions:
+
+The above copyright and trademark notices and this permission notice
+shall be
+included in all copies of one or more of the Font Software typefaces.
+
+The Font Software may be modified, altered, or added to, and in particular
+the designs of glyphs or characters in the Fonts may be modified and
+additional
+glyphs or characters may be added to the Fonts, only if the fonts are
+renamed
+to names not containing either the words "Bitstream" or the word "Vera".
+
+This License becomes null and void to the extent applicable to Fonts or
+Font Software
+that has been modified and is distributed under the "Bitstream Vera"
+names.
+
+The Font Software may be sold as part of a larger software package but
+no copy
+of one or more of the Font Software typefaces may be sold by itself.
+
+THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
+OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT,
+TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL BITSTREAM OR THE GNOME
+FOUNDATION
+BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING ANY GENERAL,
+SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, WHETHER IN AN
+ACTION
+OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF THE USE OR
+INABILITY TO USE
+THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE FONT SOFTWARE.
+Except as contained in this notice, the names of GNOME, the GNOME
+Foundation,
+and Bitstream Inc., shall not be used in advertising or otherwise to promote
+the sale, use or other dealings in this Font Software without prior written
+authorization from the GNOME Foundation or Bitstream Inc., respectively.
+For further information, contact: fonts at gnome dot org.
+
+AMSFonts (v. 2.2) copyright
+
+The PostScript Type 1 implementation of the AMSFonts produced by and
+previously distributed by Blue Sky Research and Y&Y, Inc. are now freely
+available for general use. This has been accomplished through the
+cooperation
+of a consortium of scientific publishers with Blue Sky Research and Y&Y.
+Members of this consortium include:
+
+Elsevier Science IBM Corporation Society for Industrial and Applied
+Mathematics (SIAM) Springer-Verlag American Mathematical Society (AMS)
+
+In order to assure the authenticity of these fonts, copyright will be
+held by
+the American Mathematical Society. This is not meant to restrict in any way
+the legitimate use of the fonts, such as (but not limited to) electronic
+distribution of documents containing these fonts, inclusion of these fonts
+into other public domain or commercial font collections or computer
+applications, use of the outline data to create derivative fonts and/or
+faces, etc. However, the AMS does require that the AMS copyright notice be
+removed from any derivative versions of the fonts which have been altered in
+any way. In addition, to ensure the fidelity of TeX documents using Computer
+Modern fonts, Professor Donald Knuth, creator of the Computer Modern faces,
+has requested that any alterations which yield different font metrics be
+given a different name.
+
+
    diff --git a/docs/java/link.svg b/docs/java/link.svg new file mode 100644 index 00000000..7ccc5ed0 --- /dev/null +++ b/docs/java/link.svg @@ -0,0 +1,31 @@ + + + + + + + + diff --git a/docs/java/overview-summary.html b/docs/java/overview-summary.html index e07c0f5b..a6313b7a 100644 --- a/docs/java/overview-summary.html +++ b/docs/java/overview-summary.html @@ -1,157 +1,26 @@ - - + - + +voyager 2.1.0 API + -Overview (voyager 2.1.0 API) - + + + + - + + - - + +
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    PackageDescription
    com.spotify.voyager -
    Voyager is a Java and Python library that provides approximate nearest-neighbor search of vector - data.
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    com.spotify.voyager.jni -
    Java Native Interface (JNI) bindings to expose functionality from Voyager's C++ code into Java.
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    diff --git a/docs/java/overview-tree.html b/docs/java/overview-tree.html index 430eeec6..128057a6 100644 --- a/docs/java/overview-tree.html +++ b/docs/java/overview-tree.html @@ -1,78 +1,56 @@ - - + - - + Class Hierarchy (voyager 2.1.0 API) - + + + + + + + + + - - + + +
    + +
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    Hierarchy For All Packages

    -Package Hierarchies: +Package Hierarchies:
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a/docs/java/resource-files/fonts/dejavu.css b/docs/java/resource-files/fonts/dejavu.css new file mode 100644 index 00000000..b450caa3 --- /dev/null +++ b/docs/java/resource-files/fonts/dejavu.css @@ -0,0 +1,104 @@ +/* + * Copyright (c) 2024, Oracle and/or its affiliates. All rights reserved. + * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER. + * + * Licensed under the Universal Permissive License v 1.0 as shown at https://oss.oracle.com/licenses/upl/ + */ + +/* DejaVu fonts v2.37 */ + +@font-face { + font-family: 'DejaVu Sans Mono'; + src: url('DejaVuLGCSansMono.woff2') format('woff2'), + url('DejaVuLGCSansMono.woff') format('woff'); + font-weight: normal; + font-style: normal; +} + +@font-face { + font-family: 'DejaVu Sans Mono'; + src: url('DejaVuLGCSansMono-Oblique.woff2') format('woff2'), + url('DejaVuLGCSansMono-Oblique.woff') format('woff'); + font-weight: normal; + font-style: italic; +} + +@font-face { + font-family: 'DejaVu Sans Mono'; + src: url('DejaVuLGCSansMono-Bold.woff2') format('woff2'), + url('DejaVuLGCSansMono-Bold.woff') format('woff'); + font-weight: bold; + font-style: normal; +} + +@font-face { + font-family: 'DejaVu Sans Mono'; + src: url('DejaVuLGCSansMono-BoldOblique.woff2') format('woff2'), + url('DejaVuLGCSansMono-BoldOblique.woff') format('woff'); + font-weight: bold; + font-style: italic; +} + +@font-face { + font-family: 'DejaVu Sans'; + src: url('DejaVuLGCSans.woff2') format('woff2'), + url('DejaVuLGCSans.woff') format('woff'); + font-weight: normal; + font-style: normal; +} + +@font-face { + font-family: 'DejaVu Sans'; + src: url('DejaVuLGCSans-Oblique.woff2') format('woff2'), + url('DejaVuLGCSans-Oblique.woff') format('woff'); + font-weight: normal; + font-style: italic; +} + +@font-face { + font-family: 'DejaVu Sans'; + src: url('DejaVuLGCSans-Bold.woff2') format('woff2'), + url('DejaVuLGCSans-Bold.woff') format('woff'); + font-weight: bold; + font-style: normal; +} + +@font-face { + font-family: 'DejaVu Sans'; + src: url('DejaVuLGCSans-BoldOblique.woff2') format('woff2'), + url('DejaVuLGCSans-BoldOblique.woff') format('woff'); + font-weight: bold; + font-style: italic; +} + +@font-face { + font-family: 'DejaVu Serif'; + src: url('DejaVuLGCSerif.woff2') format('woff2'), + url('DejaVuLGCSerif.woff') format('woff'); + font-weight: normal; + font-style: normal; +} + +@font-face { + font-family: 'DejaVu Serif'; + src: url('DejaVuLGCSerif-Italic.woff2') format('woff2'), + url('DejaVuLGCSerif-Italic.woff') format('woff'); + font-weight: normal; + font-style: italic; +} + +@font-face { + font-family: 'DejaVu Serif'; + src: url('DejaVuLGCSerif-Bold.woff2') format('woff2'), + url('DejaVuLGCSerif-Bold.woff') format('woff'); + font-weight: bold; + font-style: normal; +} + +@font-face { + font-family: 'DejaVu Serif'; + src: url('DejaVuLGCSerif-BoldItalic.woff2') format('woff2'), + url('DejaVuLGCSerif-BoldItalic.woff') format('woff'); + font-weight: bold; + font-style: italic; +} diff --git a/docs/java/resource-files/glass.png b/docs/java/resource-files/glass.png new file mode 100644 index 0000000000000000000000000000000000000000..a7f591f467a1c0c949bbc510156a0c1afb860a6e GIT binary patch literal 499 zcmVJoRsvExf%rEN>jUL}qZ_~k#FbE+Q;{`;0FZwVNX2n-^JoI; zP;4#$8DIy*Yk-P>VN(DUKmPse7mx+ExD4O|;?E5D0Z5($mjO3`*anwQU^s{ZDK#Lz zj>~{qyaIx5K!t%=G&2IJNzg!ChRpyLkO7}Ry!QaotAHAMpbB3AF(}|_f!G-oI|uK6 z`id_dumai5K%C3Y$;tKS_iqMPHg<*|-@e`liWLAggVM!zAP#@l;=c>S03;{#04Z~5 zN_+ss=Yg6*hTr59mzMwZ@+l~q!+?ft!fF66AXT#wWavHt30bZWFCK%!BNk}LN?0Hg z1VF_nfs`Lm^DjYZ1(1uD0u4CSIr)XAaq + + + + + + + diff --git a/docs/java/resource-files/stylesheet.css b/docs/java/resource-files/stylesheet.css new file mode 100644 index 00000000..8086e0d8 --- /dev/null +++ b/docs/java/resource-files/stylesheet.css @@ -0,0 +1,1461 @@ +/* + * Copyright (c) 2010, 2024, Oracle and/or its affiliates. All rights reserved. + * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER. + * + * Licensed under the Universal Permissive License v 1.0 as shown at https://oss.oracle.com/licenses/upl/ + */ + +/* + * Javadoc style sheet + */ + +@import url('fonts/dejavu.css'); + +/* + * These CSS custom properties (variables) define the core color and font + * properties used in this stylesheet. + */ +:root { + /* body, block and code fonts */ + --body-font-family: 'DejaVu Sans', Arial, Helvetica, sans-serif; + --block-font-family: 'DejaVu Serif', Georgia, "Times New Roman", Times, serif; + --code-font-family: 'DejaVu Sans Mono', monospace; + /* Base font sizes for body and code elements */ + --body-font-size: 14px; + --block-font-size: 14px; + --code-font-size: 14px; + --nav-font-size: 13.2px; + /* Line height for continuous text blocks */ + --block-line-height: 1.4em; + /* Text colors for body and block elements */ + --body-text-color: #353833; + --block-text-color: #474747; + /* Background colors for various structural elements */ + --body-background-color: #ffffff; + --section-background-color: #f8f8f8; + --detail-background-color: #ffffff; + /* Colors for navigation bar and table captions */ + --navbar-background-color: #4D7A97; + --navbar-text-color: #ffffff; + /* Background color for subnavigation and various headers */ + --subnav-background-color: #dee3e9; + /* Background and text colors for selected tabs and navigation items */ + --selected-background-color: #f8981d; + --selected-text-color: #253441; + --selected-link-color: #1f389c; + /* Background colors for generated tables */ + --even-row-color: #ffffff; + --odd-row-color: #eeeeef; + /* Text color for page title */ + --title-color: #2c4557; + /* Text colors for links */ + --link-color: #4A6782; + --link-color-active: #bb7a2a; + /* Snippet colors */ + --snippet-background-color: #ebecee; + --snippet-text-color: var(--block-text-color); + --snippet-highlight-color: #f7c590; + /* Border colors for structural elements and user defined tables */ + --border-color: #ededed; + --table-border-color: #000000; + /* Search input colors */ + --search-input-background-color: #ffffff; + --search-input-text-color: #000000; + --search-input-placeholder-color: #909090; + /* Highlight color for active search tag target */ + --search-tag-highlight-color: #ffff00; + /* Adjustments for icon and active background colors of copy-to-clipboard buttons */ + --copy-icon-brightness: 100%; + --copy-button-background-color-active: rgba(168, 168, 176, 0.3); + /* Colors for invalid tag notifications */ + --invalid-tag-background-color: #ffe6e6; + --invalid-tag-text-color: #000000; + /* Navigation bar dimensions */ + --top-nav-height: 44px; + --sub-nav-height: 34px; + --nav-height: calc(var(--top-nav-height) + var(--sub-nav-height)); + scroll-behavior: smooth; +} +/* + * Styles for individual HTML elements. + * + * These are styles that are specific to individual HTML elements. Changing them affects the style of a particular + * HTML element throughout the page. + */ +body { + background-color:var(--body-background-color); + color:var(--body-text-color); + font-family:var(--body-font-family); + font-size:var(--body-font-size); + margin:0; + padding:0; + height:100%; + width:100%; +} +main [id] { + scroll-margin-top: calc(var(--nav-height) + 6px); +} +a:link, a:visited { + text-decoration:none; + color:var(--link-color); +} +a[href]:hover, a[href]:active { + text-decoration:none; + color:var(--link-color-active); +} +pre { + font-family:var(--code-font-family); + font-size:var(--code-font-size); +} +h1 { + font-size:1.428em; +} +h2 { + font-size:1.285em; +} +h3 { + font-size:1.14em; +} +h4 { + font-size:1.072em; +} +h5 { + font-size:1.001em; +} +h6 { + font-size:0.93em; +} +/* Disable font boosting for selected elements */ +h1, h2, h3, h4, h5, h6, div.member-signature { + max-height: 1000em; +} +ul { + list-style-type:disc; +} +code, tt { + font-family:var(--code-font-family); +} +:not(h1, h2, h3, h4, h5, h6) > code, +:not(h1, h2, h3, h4, h5, h6) > tt { + font-size:var(--code-font-size); + line-height:1.4em; +} +dt code { + font-family:var(--code-font-family); + font-size:1em; + padding-top:4px; +} +.summary-table dt code { + font-family:var(--code-font-family); + font-size:1em; + vertical-align:top; + padding-top:4px; +} +sup { + font-size:8px; +} +button { + font-family: var(--body-font-family); + font-size: 1em; +} +hr { + border-color: #aaa; +} +/* + * Styles for HTML generated by javadoc. + * + * These are style classes that are used by the standard doclet to generate HTML documentation. + */ + +/* + * Styles for document title and copyright. + */ +.about-language { + flex: 0 0 auto; + padding:0 20px; + margin:0; + font-size:0.915em; + max-width: 50%; + white-space: nowrap; +} +.legal-copy { +} +/* + * Styles for navigation bar. + */ +@media screen { + header { + position:sticky; + top:0; + z-index:2; + background: var(--body-background-color); + } +} +.nav-content { + display:flex; + flex-direction: row; + align-items: center; + width: 100%; + height: 100%; +} +.top-nav { + background-color:var(--navbar-background-color); + color:var(--navbar-text-color); + width:100%; + height:var(--top-nav-height); + overflow:visible; + font-size:0.857em; + position:relative; +} +.top-nav nav.toc { + display: none; + flex-direction: column; +} +.top-nav nav.toc button.show-sidebar, +.top-nav nav.toc button.hide-sidebar { + display: none; +} +button#navbar-toggle-button { + display:none; +} +ul.nav-list { + display:inline-flex; + margin:0; + padding-left:4px; + flex: 1 1 auto; + white-space: nowrap; +} +ul.nav-list li { + list-style:none; + padding: 5px 6px; + text-transform:uppercase; + height: 1.2em; +} +div.sub-nav { + background-color:var(--subnav-background-color); + width:100%; + overflow:hidden; + font-size:var(--nav-font-size); + height: var(--sub-nav-height); +} +ol.sub-nav-list { + flex: 1 1 90%; + line-height: 1.8em; + display: inline-flex; + overflow: auto; + scroll-snap-type: x mandatory; + scroll-padding-left: 13px; + scrollbar-width: none; + padding-left:6px; + white-space: nowrap; + margin:0; +} +ol.sub-nav-list::-webkit-scrollbar { + display: none; +} +ol.sub-nav-list li { + list-style:none; + scroll-snap-align: start; +} +ol.sub-nav-list li:not(:first-child) { + list-style-type: " > "; + margin-left: 20px; +} +ol.sub-nav-list a { + padding: 3px; +} +ol.sub-nav-list a.current-selection { + background-color: var(--section-background-color); + border-radius: 4px; +} +.sub-nav .nav-list-search { + flex: 1 1 10%; + margin:0; + padding:6px; + position:relative; + white-space: nowrap; +} +.top-nav .nav-list a:link, .top-nav .nav-list a:active, .top-nav .nav-list a:visited { + color:var(--navbar-text-color); + text-decoration:none; + text-transform:uppercase; +} +.top-nav .nav-list a:hover { + color:var(--link-color-active); +} +.nav-bar-cell1-rev { + background-color:var(--selected-background-color); + color:var(--selected-text-color); + margin: 0 5px; +} +.skip-nav { + position:absolute; + top:auto; + left:-9999px; + overflow:hidden; +} +/* + * Hide navigation links and search box in print layout + */ +@media print { + ul.nav-list, div.sub-nav { + display:none; + } +} +/* + * Styles for page header. + */ +.title { + color:var(--title-color); + margin:10px 0; +} +.sub-title { + margin:5px 0 0 0; +} +ul.contents-list { + margin: 0 0 15px 0; + padding: 0; + list-style: none; +} +ul.contents-list li { + font-size:0.93em; +} +/* + * Styles for headings. + */ +body.class-declaration-page .summary h2, +body.class-declaration-page .details h2, +body.class-use-page h2, +body.module-declaration-page .block-list h2 { + font-style: italic; + padding:0; + margin:15px 0; + overflow-x:auto; +} +body.class-declaration-page .summary h3, +body.class-declaration-page .details h3 { + background-color:var(--subnav-background-color); + border:1px solid var(--border-color); + margin:0 0 6px -8px; + padding:7px 5px; + overflow-x:auto; +} +/* + * Styles for page layout containers. + */ +.main-grid { + display: flex; + flex-direction: row; +} +.main-grid main { + flex: 2.6 1 0; + min-width: 240px +} +.main-grid nav.toc { + flex: 1 1 0; + min-width: 240px; +} +main { + clear:both; + padding:10px 20px; + position:relative; +} +section[id$=-description] :is(dl, ol, ul, p, div, blockquote, pre):last-child, +section[id$=-description] :is(dl, ol, ul):last-child > :is(li, dd):last-child { + margin-bottom:4px; +} +dl.notes > dt { + font-family: var(--body-font-family); + font-size:0.856em; + font-weight:bold; + margin:10px 0 0 0; + color:var(--body-text-color); +} +dl.notes > dd { + margin:5px 10px 10px 15px; + font-size:var(--block-font-size); + font-family:var(--block-font-family); +} +dl.notes > dd > ul, dl.notes > dd > ol { + margin-bottom: 1em; + margin-top: 1em; +} +dl.name-value > dt { + margin-left:1px; + font-size:1.1em; + display:inline; + font-weight:bold; +} +dl.name-value > dd { + margin:0 0 0 1px; + font-size:1.1em; + display:inline; +} +/* + * Styles for table of contents. + */ +.main-grid nav.toc { + background-color: var(--section-background-color); + border-right: 1px solid var(--border-color); + position: sticky; + top: calc(var(--nav-height)); + max-height: calc(100vh - var(--nav-height)); + display: flex; + flex-direction: column; + font-family: var(--body-font-family); + z-index: 1; +} +.main-grid nav.toc div.toc-header { + background-color: var(--section-background-color); + border-right: 1px solid var(--border-color); + top: var(--nav-height); + z-index: 1; + padding: 15px 20px; +} +.main-grid nav.toc > ol.toc-list { + max-height: calc(100vh - var(--nav-height) - 100px); + padding-left: 12px; +} +.main-grid nav.toc button { + position: absolute; + bottom: 16px; + z-index: 3; + background-color: var(--section-background-color); + color: #666666; + font-size: 0.76rem; + border: none; + cursor: pointer; + padding: 6px 10px; + white-space: nowrap; +} +.main-grid nav.toc button.hide-sidebar { + right: 0; +} +.main-grid nav.toc button.show-sidebar { + left: 0; + display: none; +} +.main-grid nav.toc button span { + display: none; +} +.main-grid nav.toc button:hover { + color: var(--body-text-color); + border: 1px solid var(--subnav-background-color); +} +.main-grid nav.toc button:active { + background-color: var(--subnav-background-color); + color: var(--link-color-active); +} +.main-grid nav.toc button:hover span, +.main-grid nav.toc button:active span { + display: inline; +} +.main-grid nav.toc button:hover { + box-shadow: 1px 1px 5px rgba(0,0,0,0.2); +} +.main-grid nav.toc.hide-sidebar { + min-width: revert; + max-width: 28px; +} +.main-grid nav.toc.hide-sidebar div.toc-header, +.main-grid nav.toc.hide-sidebar ol.toc-list, +.main-grid nav.toc.hide-sidebar button.hide-sidebar { + display: none; +} +.main-grid nav.toc.hide-sidebar button.show-sidebar { + display: inline; +} +nav.toc div.toc-header { + padding: 15px; + display: inline-flex; + align-items: center; + color: var(--body-text-color); + background-color: var(--body-background-color); + font-size: 0.856em; + font-weight: bold; + white-space: nowrap; + overflow-x: hidden; + position: sticky; + min-height: 20px; +} +nav.toc > ol.toc-list { + overflow: hidden auto; + overscroll-behavior: contain; +} +nav.toc ol.toc-list { + list-style: none; + padding-left: 8px; + margin: 0; +} +nav.toc ol.toc-list ol.toc-list { + margin-left: 8px; +} +nav.toc ol.toc-list li { + margin: 0; + font-size: var(--nav-font-size); + overflow-x: hidden; +} +a.current-selection { + font-weight: bold; +} +nav.toc a { + display: block; + padding: 8px; +} +nav.toc a.current-selection { + background-color: var(--subnav-background-color); +} +/* + * Styles for lists. + */ +li.circle { + list-style:circle; +} +ul.horizontal li { + display:inline; + font-size:0.9em; +} +div.inheritance { + margin:0; + padding:0; +} +div.inheritance div.inheritance { + margin-left:2em; +} +main > div.inheritance { + overflow-x:auto; +} +ul.block-list, +ul.details-list, +ul.member-list, +ul.summary-list { + margin:4px 0 10px 0; + padding:0; +} +ul.block-list > li, +ul.details-list > li, +ul.member-list > li, +ul.summary-list > li { + list-style:none; + margin-bottom:15px; + line-height:1.4; +} +ul.ref-list { + padding:0; + margin:0; +} +ul.ref-list > li { + list-style:none; +} +.summary-table dl, .summary-table dl dt, .summary-table dl dd { + margin-top:0; + margin-bottom:1px; +} +dl.notes > dd > ul.tag-list, dl.notes > dd > ul.tag-list-long { + padding-left: 0; + margin: 0; + list-style: none; +} +ul.tag-list li { + display: inline; +} +ul.tag-list li:not(:last-child):after, +ul.tag-list-long li:not(:last-child):after +{ + content: ", "; + white-space: pre-wrap; +} +ul.preview-feature-list { + list-style: none; + margin:0; + padding:0.1em; + line-height: 1.6em; +} +/* + * Styles for tables. + */ +.summary-table, .details-table { + width:100%; + border-spacing:0; + border:1px solid var(--border-color); + border-top:0; + padding:0; +} +.caption { + position:relative; + text-align:left; + background-repeat:no-repeat; + color:var(--selected-text-color); + clear:none; + overflow:hidden; + padding: 10px 0 0 1px; + margin:0; +} +.caption a:link, .caption a:visited { + color:var(--selected-link-color); +} +.caption a:hover, +.caption a:active { + color:var(--navbar-text-color); +} +.caption span { + font-weight:bold; + white-space:nowrap; + padding:5px 12px 7px 12px; + display:inline-block; + float:left; + background-color:var(--selected-background-color); + border: none; + height:16px; +} +div.table-tabs { + padding: 10px 0 0 1px; + margin: 0; +} +div.table-tabs > button { + border: none; + cursor: pointer; + padding: 5px 12px 7px 12px; + font-weight: bold; + margin-right: 8px; +} +div.table-tabs > .active-table-tab { + background: var(--selected-background-color); + color: var(--selected-text-color); +} +div.table-tabs > button.table-tab { + background: var(--navbar-background-color); + color: var(--navbar-text-color); +} +.two-column-search-results { + display: grid; + grid-template-columns: minmax(400px, max-content) minmax(400px, auto); +} +div.checkboxes { + line-height: 2em; +} +div.checkboxes > span { + margin-left: 10px; +} +div.checkboxes > label { + margin-left: 8px; + white-space: nowrap; +} +div.checkboxes > label > input { + margin: 0 2px; +} +.two-column-summary { + display: grid; + grid-template-columns: minmax(25%, max-content) minmax(25%, auto); +} +.three-column-summary { + display: grid; + grid-template-columns: minmax(15%, max-content) minmax(20%, max-content) minmax(20%, auto); +} +.three-column-release-summary { + display: grid; + grid-template-columns: minmax(40%, max-content) minmax(10%, max-content) minmax(40%, auto); +} +.four-column-summary { + display: grid; + grid-template-columns: minmax(10%, max-content) minmax(15%, max-content) minmax(15%, max-content) minmax(15%, auto); +} +@media screen and (max-width: 1000px) { + .four-column-summary { + display: grid; + grid-template-columns: minmax(15%, max-content) minmax(15%, auto); + } +} +@media screen and (max-width: 800px) { + .two-column-search-results { + display: grid; + grid-template-columns: minmax(40%, max-content) minmax(40%, auto); + } + .three-column-summary { + display: grid; + grid-template-columns: minmax(10%, max-content) minmax(25%, auto); + } + .three-column-release-summary { + display: grid; + grid-template-columns: minmax(70%, max-content) minmax(30%, max-content) + } + .three-column-summary .col-last, + .three-column-release-summary .col-last{ + grid-column-end: span 2; + } +} +@media screen and (max-width: 600px) { + .two-column-summary { + display: grid; + grid-template-columns: 1fr; + } +} +.summary-table > div, .details-table > div { + text-align:left; + padding: 8px 3px 3px 7px; + overflow: auto hidden; + scrollbar-width: thin; +} +.col-first, .col-second, .col-last, .col-constructor-name, .col-summary-item-name { + vertical-align:top; + padding-right:0; + padding-top:8px; + padding-bottom:3px; +} +.table-header { + background:var(--subnav-background-color); + font-weight: bold; +} +/* Sortable table columns */ +.table-header[onclick] { + cursor: pointer; +} +.table-header[onclick]::after { + content:""; + display:inline-block; + background-image:url('data:image/svg+xml; utf8, \ + \ + '); + background-size:100% 100%; + width:9px; + height:14px; + margin-left:4px; + margin-bottom:-3px; +} +.table-header[onclick].sort-asc::after { + background-image:url('data:image/svg+xml; utf8, \ + \ + \ + '); + +} +.table-header[onclick].sort-desc::after { + background-image:url('data:image/svg+xml; utf8, \ + \ + \ + '); +} +.col-first, .col-first { + font-size:0.93em; +} +.col-second, .col-second, .col-last, .col-constructor-name, .col-summary-item-name, .col-last { + font-size:0.93em; +} +.col-first, .col-second, .col-constructor-name { + vertical-align:top; + overflow: auto; +} +.col-last { + white-space:normal; +} +.col-first a:link, .col-first a:visited, +.col-second a:link, .col-second a:visited, +.col-first a:link, .col-first a:visited, +.col-second a:link, .col-second a:visited, +.col-constructor-name a:link, .col-constructor-name a:visited, +.col-summary-item-name a:link, .col-summary-item-name a:visited { + font-weight:bold; +} +.even-row-color, .even-row-color .table-header { + background-color:var(--even-row-color); +} +.odd-row-color, .odd-row-color .table-header { + background-color:var(--odd-row-color); +} +/* + * Styles for contents. + */ +div.block { + font-size:var(--block-font-size); + font-family:var(--block-font-family); + line-height:var(--block-line-height); +} +.col-last div { + padding-top:0; +} +.col-last a { + padding-bottom:3px; +} +.module-signature, +.package-signature, +.type-signature, +.member-signature { + font-family:var(--code-font-family); + font-size:1em; + margin:8px 0 14px 0; + white-space: pre-wrap; +} +.module-signature, +.package-signature, +.type-signature { + margin-top: 0; +} +.member-signature .type-parameters-long, +.member-signature .parameters, +.member-signature .exceptions { + display: inline-block; + vertical-align: top; + white-space: pre; +} +.member-signature .type-parameters { + white-space: normal; +} +/* + * Styles for formatting effect. + */ +.source-line-no { + /* Color of line numbers in source pages can be set via custom property below */ + color:var(--source-linenumber-color, green); + padding:0 30px 0 0; +} +.block { + display:block; + margin:0 10px 5px 0; + color:var(--block-text-color); +} +.deprecated-label, .description-from-type-label, .implementation-label, .member-name-link, +.package-hierarchy-label, .type-name-label, .type-name-link, .search-tag-link, .preview-label, .restricted-label { + font-weight:bold; +} +.deprecation-comment, .help-footnote, .preview-comment, .restricted-comment { + font-style:italic; +} +.deprecation-block, .preview-block, .restricted-block { + font-size:1em; + font-family:var(--block-font-family); + border-style:solid; + border-width:thin; + border-radius:10px; + padding:10px; + margin-bottom:10px; + margin-right:10px; + display:inline-block; +} +div.block div.deprecation-comment { + font-style:normal; +} +details.invalid-tag, span.invalid-tag { + font-size:1em; + font-family:var(--block-font-family); + color: var(--invalid-tag-text-color); + background: var(--invalid-tag-background-color); + border: thin solid var(--table-border-color); + border-radius:2px; + padding: 2px 4px; + display:inline-block; +} +details summary { + cursor: pointer; +} +/* + * Styles specific to HTML5 elements. + */ +main, nav, header, footer, section { + display:block; +} +/* + * Styles for javadoc search. + */ +.ui-menu .ui-state-active { + /* Overrides the color of selection used in jQuery UI */ + background: var(--selected-background-color); + color: var(--selected-text-color); + /* Workaround for browser bug, see JDK-8275889 */ + margin: -1px 0; + border-top: 1px solid var(--selected-background-color); + border-bottom: 1px solid var(--selected-background-color); +} +.ui-autocomplete-category { + font-weight:bold; + font-size:15px; + padding:7px 0 7px 3px; + background-color:var(--navbar-background-color); + color:var(--navbar-text-color); + box-sizing: border-box; +} +.ui-autocomplete { + max-height:85%; + max-width:65%; + overflow:auto; + white-space:nowrap; + box-shadow: 0 3px 6px rgba(0,0,0,0.16), 0 3px 6px rgba(0,0,0,0.23); + overscroll-behavior: contain; +} +ul.ui-autocomplete { + position:fixed; + z-index:10; + background-color: var(--body-background-color); +} +ul.ui-autocomplete li { + float:left; + clear:both; + min-width:100%; + box-sizing: border-box; +} +ul.ui-autocomplete li.ui-static-link { + position:sticky; + bottom:0; + left:0; + background: var(--subnav-background-color); + padding: 5px 0; + font-family: var(--body-font-family); + font-size: 0.93em; + font-weight: bolder; + z-index: 10; +} +li.ui-static-link a, li.ui-static-link a:visited { + text-decoration:none; + color:var(--link-color); + float:right; + margin-right:20px; +} +.ui-autocomplete .result-item { + font-size: inherit; +} +.ui-autocomplete .result-highlight { + font-weight:bold; +} +.ui-menu .ui-menu-item-wrapper { + padding-top: 0.4em; + padding-bottom: 0.4em; +} +.ui-menu .ui-menu-item-wrapper { + padding-top: 5px; + padding-bottom: 5px; +} +input[type="text"] { + background-image:url('glass.png'); + background-size:13px; + background-repeat:no-repeat; + background-position:2px 3px; + background-color: var(--search-input-background-color); + color: var(--search-input-text-color); + border-color: var(--border-color); + border-radius: 4px; + padding-left:20px; + font-size: var(--nav-font-size); + height: 17px; +} +input#search-input, input#page-search-input { + width: calc(180px + 10vw); + margin: 0; +} +input#search-input { + margin: 0 4px; + padding-right: 18px; + max-width: 340px; +} +input.filter-input { + width: 40%; + max-width: 140px; + margin: 0 4px; + padding-right: 18px; +} +input#reset-search, input.reset-filter { + background-color: transparent; + background-image:url('x.png'); + background-repeat:no-repeat; + background-size:contain; + border:0; + border-radius:0; + width:12px; + height:12px; + font-size:0; + display:none; +} +input#reset-search { + position:absolute; + right:15px; + top:11px; +} +input.reset-filter { + position: relative; + right: 20px; + top: 0; +} +input::placeholder { + color:var(--search-input-placeholder-color); + opacity: 1; +} +.search-tag-desc-result { + font-style:italic; + font-size:11px; +} +.search-tag-holder-result { + font-style:italic; + font-size:12px; +} +.search-tag-result:target { + background-color:var(--search-tag-highlight-color); +} +details.page-search-details { + display: inline-block; +} +div#result-container { + font-size: 1em; +} +div#result-container a.search-result-link { + padding: 0; + margin: 4px 0; + width: 100%; +} +#result-container .result-highlight { + font-weight:bolder; +} +.page-search-info { + background-color: var(--subnav-background-color); + border-radius: 3px; + border: 0 solid var(--border-color); + padding: 0 8px; + overflow: hidden; + height: 0; + transition: all 0.2s ease; +} +div.table-tabs > button.table-tab { + background: var(--navbar-background-color); + color: var(--navbar-text-color); +} +.page-search-header { + padding: 5px 12px 7px 12px; + font-weight: bold; + margin-right: 3px; + background-color:var(--navbar-background-color); + color:var(--navbar-text-color); + display: inline-block; +} +button.page-search-header { + border: none; + cursor: pointer; +} +span#page-search-link { + text-decoration: underline; +} +.module-graph span, .sealed-graph span { + display:none; + position:absolute; +} +.module-graph:hover span, .sealed-graph:hover span { + display:block; + margin: -100px 0 0 100px; + z-index: 5; +} +.inherited-list { + margin: 10px 0 10px 0; +} +.horizontal-scroll { + overflow: auto hidden; +} +section.class-description { + line-height: 1.4; +} +.summary section[class$="-summary"], .details section[class$="-details"], +.class-uses .detail, .serialized-class-details { + padding: 0 20px 5px 10px; + border: 1px solid var(--border-color); + background-color: var(--section-background-color); +} +.inherited-list, section[class$="-details"] .detail { + padding:0 0 5px 8px; + background-color:var(--detail-background-color); + border:none; +} +.vertical-separator { + padding: 0 5px; +} +.help-section { + font-size: var(--block-font-size); + line-height: var(--block-line-height); +} +ul.help-section-list { + margin: 0; +} +ul.help-subtoc > li { + display: inline-block; + padding-right: 5px; + font-size: smaller; +} +ul.help-subtoc > li::before { + content: "\2022" ; + padding-right:2px; +} +.help-note { + font-style: italic; +} +/* + * Indicator icon for external links. + */ +main a[href*="://"]::after { + content:""; + display:inline-block; + background-image:url('data:image/svg+xml; utf8, \ + \ + \ + '); + background-size:100% 100%; + width:7px; + height:7px; + margin-left:2px; + margin-bottom:4px; +} +main a[href*="://"]:hover::after, +main a[href*="://"]:focus::after { + background-image:url('data:image/svg+xml; utf8, \ + \ + \ + '); +} +/* + * Styles for header/section anchor links + */ +a.anchor-link { + opacity: 0; + transition: opacity 0.1s; +} +:hover > a.anchor-link { + opacity: 80%; +} +a.anchor-link:hover, +a.anchor-link:focus-visible, +a.anchor-link.visible { + opacity: 100%; +} +a.anchor-link > img { + width: 0.9em; + height: 0.9em; +} +/* + * Styles for copy-to-clipboard buttons + */ +button.copy { + opacity: 70%; + border: none; + border-radius: 3px; + position: relative; + background:none; + transition: opacity 0.3s; + cursor: pointer; +} +:hover > button.copy { + opacity: 80%; +} +button.copy:hover, +button.copy:active, +button.copy:focus-visible, +button.copy.visible { + opacity: 100%; +} +button.copy img { + position: relative; + background: none; + filter: brightness(var(--copy-icon-brightness)); +} +button.copy:active { + background-color: var(--copy-button-background-color-active); +} +button.copy span { + color: var(--body-text-color); + position: relative; + top: -0.1em; + transition: all 0.1s; + font-size: 0.76rem; + line-height: 1.2em; + opacity: 0; +} +button.copy:hover span, +button.copy:focus-visible span, +button.copy.visible span { + opacity: 100%; +} +/* search page copy button */ +button#page-search-copy { + margin-left: 0.4em; + padding:0.3em; + top:0.13em; +} +button#page-search-copy img { + width: 1.2em; + height: 1.2em; + padding: 0.01em 0; + top: 0.15em; +} +button#page-search-copy span { + color: var(--body-text-color); + line-height: 1.2em; + padding: 0.2em; + top: -0.18em; +} +div.page-search-info:hover button#page-search-copy span { + opacity: 100%; +} +/* snippet copy button */ +button.snippet-copy { + position: absolute; + top: 6px; + right: 6px; + height: 1.7em; + padding: 2px; +} +button.snippet-copy img { + width: 18px; + height: 18px; + padding: 0.05em 0; +} +button.snippet-copy span { + line-height: 1.2em; + padding: 0.2em; + position: relative; + top: -0.5em; +} +div.snippet-container:hover button.snippet-copy span { + opacity: 100%; +} +/* + * Styles for user-provided tables. + * + * borderless: + * No borders, vertical margins, styled caption. + * This style is provided for use with existing doc comments. + * In general, borderless tables should not be used for layout purposes. + * + * plain: + * Plain borders around table and cells, vertical margins, styled caption. + * Best for small tables or for complex tables for tables with cells that span + * rows and columns, when the "striped" style does not work well. + * + * striped: + * Borders around the table and vertical borders between cells, striped rows, + * vertical margins, styled caption. + * Best for tables that have a header row, and a body containing a series of simple rows. + */ + +table.borderless, +table.plain, +table.striped { + margin-top: 10px; + margin-bottom: 10px; +} +table.borderless > caption, +table.plain > caption, +table.striped > caption { + font-weight: bold; + font-size: smaller; +} +table.borderless th, table.borderless td, +table.plain th, table.plain td, +table.striped th, table.striped td { + padding: 2px 5px; +} +table.borderless, +table.borderless > thead > tr > th, table.borderless > tbody > tr > th, table.borderless > tr > th, +table.borderless > thead > tr > td, table.borderless > tbody > tr > td, table.borderless > tr > td { + border: none; +} +table.borderless > thead > tr, table.borderless > tbody > tr, table.borderless > tr { + background-color: transparent; +} +table.plain { + border-collapse: collapse; + border: 1px solid var(--table-border-color); +} +table.plain > thead > tr, table.plain > tbody tr, table.plain > tr { + background-color: transparent; +} +table.plain > thead > tr > th, table.plain > tbody > tr > th, table.plain > tr > th, +table.plain > thead > tr > td, table.plain > tbody > tr > td, table.plain > tr > td { + border: 1px solid var(--table-border-color); +} +table.striped { + border-collapse: collapse; + border: 1px solid var(--table-border-color); +} +table.striped > thead { + background-color: var(--subnav-background-color); +} +table.striped > thead > tr > th, table.striped > thead > tr > td { + border: 1px solid var(--table-border-color); +} +table.striped > tbody > tr:nth-child(even) { + background-color: var(--odd-row-color) +} +table.striped > tbody > tr:nth-child(odd) { + background-color: var(--even-row-color) +} +table.striped > tbody > tr > th, table.striped > tbody > tr > td { + border-left: 1px solid var(--table-border-color); + border-right: 1px solid var(--table-border-color); +} +table.striped > tbody > tr > th { + font-weight: normal; +} +/** + * Tweak style for small screens. + */ +@media screen and (max-width: 1050px) { + .summary section[class$="-summary"], .details section[class$="-details"], + .class-uses .detail, .serialized-class-details { + padding: 0 10px 5px 8px; + } + input#search-input { + width: 22vw; + } +} +@media screen and (max-width: 920px) { + .main-grid nav.toc { + display: none; + } + .top-nav nav.toc { + display: none; + position: absolute; + top: var(--top-nav-height); + left: 40vw; + width: 60vw; + z-index: 7; + background-color: var(--section-background-color); + box-sizing: border-box; + } + .top-nav nav.toc div.toc-header { + padding: 6px 15px; + font-size: 0.94em; + background-color: var(--section-background-color); + top: calc(var(--top-nav-height) + 10px); + } + .top-nav nav.toc ol.toc-list li { + font-size: 1.04em; + } + nav.toc a:link, nav.toc a:visited { + text-decoration:none; + color:var(--link-color); + } + nav.toc a[href]:hover, nav.toc a[href]:focus { + text-decoration:none; + color:var(--link-color-active); + } + :root { + scroll-behavior: auto; + } + header { + max-height: 100vh; + overflow-y: visible; + overscroll-behavior: contain; + } + nav { + overflow: visible; + } + ul.nav-list { + display: none; + position: absolute; + top: var(--top-nav-height); + overflow: auto; + z-index: 7; + background-color: var(--navbar-background-color); + width: 40%; + padding: 0; + box-sizing: border-box; + } + ul.nav-list li { + float: none; + padding: 6px; + margin-left: 10px; + margin-top: 2px; + } + .top-nav a:link, .top-nav a:active, .top-nav a:visited { + display: block; + } + .top-nav div.nav-menu-button { + flex: 1 1 auto; + } + .sub-nav ol.sub-nav-list { + margin-left: 4px; + padding-left: 4px; + } + button#navbar-toggle-button { + width: 3.4em; + height: 2.8em; + background-color: transparent; + display: block; + border: 0; + margin: 0 10px; + cursor: pointer; + font-size: 10px; + } + button#navbar-toggle-button .nav-bar-toggle-icon { + display: block; + width: 24px; + height: 3px; + margin: 4px 0; + border-radius: 2px; + background-color: var(--navbar-text-color); + } + button#navbar-toggle-button.expanded span.nav-bar-toggle-icon:nth-child(1) { + transform: rotate(45deg); + transform-origin: 10% 10%; + width: 26px; + } + button#navbar-toggle-button.expanded span.nav-bar-toggle-icon:nth-child(2) { + opacity: 0; + } + button#navbar-toggle-button.expanded span.nav-bar-toggle-icon:nth-child(3) { + transform: rotate(-45deg); + transform-origin: 10% 90%; + width: 26px; + } +} +@media screen and (max-width: 800px) { + .about-language { + padding-right: 16px; + max-width: 90%; + } + ul.nav-list li { + margin-left: 5px; + } + main { + padding: 10px 12px; + } + body { + -webkit-text-size-adjust: none; + } +} +@media screen and (max-width: 600px) { + .nav-list-search > a { + display: none; + } + input#search-input { + width: 18vw; + } + .summary section[class$="-summary"], .details section[class$="-details"], + .class-uses .detail, .serialized-class-details { + padding: 0; + } +} 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      ").text(e.label)).appendTo(t)},_move:function(t,e){if(this.menu.element.is(":visible"))return this.menu.isFirstItem()&&/^previous/.test(t)||this.menu.isLastItem()&&/^next/.test(t)?(this.isMultiLine||this._value(this.term),void this.menu.blur()):void this.menu[t](e);this.search(null,e)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(t,e){this.isMultiLine&&!this.menu.element.is(":visible")||(this._move(t,e),e.preventDefault())},_isContentEditable:function(t){if(!t.length)return!1;var e=t.prop("contentEditable");return"inherit"===e?this._isContentEditable(t.parent()):"true"===e}}),x.extend(x.ui.autocomplete,{escapeRegex:function(t){return t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,e){var i=new RegExp(x.ui.autocomplete.escapeRegex(e),"i");return x.grep(t,function(t){return i.test(t.label||t.value||t)})}}),x.widget("ui.autocomplete",x.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(t){return t+(1").text(e))},100))}});x.ui.autocomplete}); \ No newline at end of file diff --git a/docs/java/script-files/script.js b/docs/java/script-files/script.js new file mode 100644 index 00000000..b5b30fc8 --- /dev/null +++ b/docs/java/script-files/script.js @@ -0,0 +1,467 @@ +/* + * Copyright (c) 2013, 2024, Oracle and/or its affiliates. All rights reserved. + * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER. + * + * Licensed under the Universal Permissive License v 1.0 as shown at https://oss.oracle.com/licenses/upl/ + */ + +var moduleSearchIndex; +var packageSearchIndex; +var typeSearchIndex; +var memberSearchIndex; +var tagSearchIndex; + +var oddRowColor = "odd-row-color"; +var evenRowColor = "even-row-color"; +var sortAsc = "sort-asc"; +var sortDesc = "sort-desc"; +var tableTab = "table-tab"; +var activeTableTab = "active-table-tab"; + +const linkIcon = "Link icon"; +const linkToSection = "Link to this section"; + +function loadScripts(doc, tag) { + createElem(doc, tag, 'script-files/search.js'); + + createElem(doc, tag, 'module-search-index.js'); + createElem(doc, tag, 'package-search-index.js'); + createElem(doc, tag, 'type-search-index.js'); + createElem(doc, tag, 'member-search-index.js'); + createElem(doc, tag, 'tag-search-index.js'); +} + +function createElem(doc, tag, path) { + var script = doc.createElement(tag); + var scriptElement = doc.getElementsByTagName(tag)[0]; + script.src = pathtoroot + path; + scriptElement.parentNode.insertBefore(script, scriptElement); +} + +// Helper for making content containing release names comparable lexicographically +function makeComparable(s) { + return s.toLowerCase().replace(/(\d+)/g, + function(n, m) { + return ("000" + m).slice(-4); + }); +} + +// Switches between two styles depending on a condition +function toggleStyle(classList, condition, trueStyle, falseStyle) { + if (condition) { + classList.remove(falseStyle); + classList.add(trueStyle); + } else { + classList.remove(trueStyle); + classList.add(falseStyle); + } +} + +// Sorts the rows in a table lexicographically by the content of a specific column +function sortTable(header, columnIndex, columns) { + var container = header.parentElement; + var descending = header.classList.contains(sortAsc); + container.querySelectorAll("div.table-header").forEach( + function(header) { + header.classList.remove(sortAsc); + header.classList.remove(sortDesc); + } + ) + var cells = container.children; + var rows = []; + for (var i = columns; i < cells.length; i += columns) { + rows.push(Array.prototype.slice.call(cells, i, i + columns)); + } + var comparator = function(a, b) { + var ka = makeComparable(a[columnIndex].textContent); + var kb = makeComparable(b[columnIndex].textContent); + if (ka < kb) + return descending ? 1 : -1; + if (ka > kb) + return descending ? -1 : 1; + return 0; + }; + var sorted = rows.sort(comparator); + var visible = 0; + sorted.forEach(function(row) { + if (row[0].style.display !== 'none') { + var isEvenRow = visible++ % 2 === 0; + } + row.forEach(function(cell) { + toggleStyle(cell.classList, isEvenRow, evenRowColor, oddRowColor); + container.appendChild(cell); + }) + }); + toggleStyle(header.classList, descending, sortDesc, sortAsc); +} + +// Toggles the visibility of a table category in all tables in a page +function toggleGlobal(checkbox, selected, columns) { + const display = checkbox.checked ? '' : 'none'; + const selectOther = selected === "other"; + const selectAll = selected === "all"; + if (selectAll) { + document.querySelectorAll('.checkboxes input[type="checkbox"]').forEach(c => { + c.checked = checkbox.checked; + }); + } + document.querySelectorAll("div.table-tabs").forEach(t => { + const id = t.parentElement.getAttribute("id"); + const selectedClass = id + "-tab" + (selectOther ? "" : selected); + var visible = 0; + t.parentElement.querySelectorAll('div.' + id) + .forEach(function(elem) { + if (selectAll + || (!selectOther && elem.classList.contains(selectedClass)) + || (selectOther && elem.className.indexOf(selectedClass) < 0)) { + elem.style.display = display; + } + if (elem.style.display === '') { + var isEvenRow = visible++ % (columns * 2) < columns; + toggleStyle(elem.classList, isEvenRow, evenRowColor, oddRowColor); + } + }); + var displaySection = visible === 0 ? 'none' : ''; + t.parentElement.style.display = displaySection; + document.querySelector("li#contents-" + id).style.display = displaySection; + }) +} + +// Shows the elements of a table belonging to a specific category +function show(tableId, selected, columns) { + if (tableId !== selected) { + document.querySelectorAll('div.' + tableId + ':not(.' + selected + ')') + .forEach(function(elem) { + elem.style.display = 'none'; + }); + } + document.querySelectorAll('div.' + selected) + .forEach(function(elem, index) { + elem.style.display = ''; + var isEvenRow = index % (columns * 2) < columns; + toggleStyle(elem.classList, isEvenRow, evenRowColor, oddRowColor); + }); + updateTabs(tableId, selected); +} + +function updateTabs(tableId, selected) { + document.getElementById(tableId + '.tabpanel') + .setAttribute('aria-labelledby', selected); + document.querySelectorAll('button[id^="' + tableId + '"]') + .forEach(function(tab, index) { + if (selected === tab.id || (tableId === selected && index === 0)) { + tab.className = activeTableTab; + tab.setAttribute('aria-selected', true); + tab.setAttribute('tabindex',0); + } else { + tab.className = tableTab; + tab.setAttribute('aria-selected', false); + tab.setAttribute('tabindex',-1); + } + }); +} + +function switchTab(e) { + var selected = document.querySelector('[aria-selected=true]'); + if (selected) { + if ((e.keyCode === 37 || e.keyCode === 38) && selected.previousSibling) { + // left or up arrow key pressed: move focus to previous tab + selected.previousSibling.click(); + selected.previousSibling.focus(); + e.preventDefault(); + } else if ((e.keyCode === 39 || e.keyCode === 40) && selected.nextSibling) { + // right or down arrow key pressed: move focus to next tab + selected.nextSibling.click(); + selected.nextSibling.focus(); + e.preventDefault(); + } + } +} + +var updateSearchResults = function() {}; + +function indexFilesLoaded() { + return moduleSearchIndex + && packageSearchIndex + && typeSearchIndex + && memberSearchIndex + && tagSearchIndex; +} +// Copy the contents of the local snippet to the clipboard +function copySnippet(button) { + copyToClipboard(button.nextElementSibling.innerText); + switchCopyLabel(button, button.firstElementChild); +} +function copyToClipboard(content) { + var textarea = document.createElement("textarea"); + textarea.style.height = 0; + document.body.appendChild(textarea); + textarea.value = content; + textarea.select(); + document.execCommand("copy"); + document.body.removeChild(textarea); +} +function switchCopyLabel(button, span) { + var copied = span.getAttribute("data-copied"); + button.classList.add("visible"); + var initialLabel = span.innerHTML; + span.innerHTML = copied; + setTimeout(function() { + button.classList.remove("visible"); + setTimeout(function() { + if (initialLabel !== copied) { + span.innerHTML = initialLabel; + } + }, 100); + }, 1900); +} +function setTopMargin() { + // Dynamically set scroll margin to accomodate for draft header + var headerHeight = Math.ceil(document.querySelector("header").offsetHeight); + document.querySelector(":root") + .style.setProperty("--nav-height", headerHeight + "px"); +} +document.addEventListener("readystatechange", (e) => { + if (document.readyState === "interactive") { + setTopMargin(); + } + if (sessionStorage.getItem("sidebar") === "hidden") { + const sidebar = document.querySelector(".main-grid nav.toc"); + if (sidebar) sidebar.classList.add("hide-sidebar"); + } +}); +document.addEventListener("DOMContentLoaded", function(e) { + setTopMargin(); + // Make sure current element is visible in breadcrumb navigation on small displays + const subnav = document.querySelector("ol.sub-nav-list"); + if (subnav && subnav.lastElementChild) { + subnav.lastElementChild.scrollIntoView({ behavior: "instant", inline: "start", block: "nearest" }); + } + // Clone TOC sidebar to header for mobile navigation + const navbar = document.querySelector("div#navbar-top"); + const sidebar = document.querySelector(".main-grid nav.toc"); + const main = document.querySelector(".main-grid main"); + const mainnav = navbar.querySelector("ul.nav-list"); + const toggleButton = document.querySelector("button#navbar-toggle-button"); + const toc = sidebar ? sidebar.cloneNode(true) : null; + if (toc) { + navbar.appendChild(toc); + } + document.querySelectorAll("input.filter-input").forEach(function(input) { + input.removeAttribute("disabled"); + input.setAttribute("autocapitalize", "off"); + input.value = ""; + input.addEventListener("input", function(e) { + const pattern = input.value ? input.value.trim() + .replace(/[\[\]{}()*+?.\\^$|]/g, '\\$&') + .replace(/\s+/g, ".*") : ""; + input.nextElementSibling.style.display = pattern ? "inline" : "none"; + const filter = new RegExp(pattern, "i"); + input.parentNode.parentNode.querySelectorAll("ol.toc-list li").forEach((li) => { + if (filter.test(li.innerText)) { + li.removeAttribute("style"); + } else { + li.style.display = "none"; + } + }); + if (expanded) { + expand(); + } + }); + }); + document.querySelectorAll("input.reset-filter").forEach((button) => { + button.removeAttribute("disabled"); + button.addEventListener("click", (e) => { + const input = button.previousElementSibling; + input.value = ""; + input.dispatchEvent(new InputEvent("input")); + input.focus(); + if (expanded) { + expand(); + } else { + prevHash = null; + handleScroll(); + } + }) + }); + var expanded = false; + var windowWidth; + function collapse() { + if (expanded) { + mainnav.removeAttribute("style"); + if (toc) { + toc.removeAttribute("style"); + } + toggleButton.classList.remove("expanded") + toggleButton.setAttribute("aria-expanded", "false"); + expanded = false; + } + } + function expand() { + expanded = true; + mainnav.style.display = "block"; + mainnav.style.removeProperty("height"); + var maxHeight = window.innerHeight - subnav.offsetTop + 4; + var expandedHeight = Math.min(maxHeight, mainnav.scrollHeight + 10); + if (toc) { + toc.style.display = "flex"; + expandedHeight = Math.min(maxHeight, + Math.max(expandedHeight, toc.querySelector("div.toc-header").offsetHeight + + toc.querySelector("ol.toc-list").scrollHeight + 10)); + toc.style.height = expandedHeight + "px"; + } + mainnav.style.height = expandedHeight + "px"; + toggleButton.classList.add("expanded"); + toggleButton.setAttribute("aria-expanded", "true"); + windowWidth = window.innerWidth; + } + toggleButton.addEventListener("click", (e) => { + if (expanded) { + collapse(); + } else { + expand(); + } + }); + if (toc) { + toc.querySelectorAll("a").forEach((link) => { + link.addEventListener("click", collapse); + }); + } + document.addEventListener('keydown', (e) => { + if (e.key === "Escape") collapse(); + }); + document.querySelector("main").addEventListener("click", collapse); + const searchInput = document.getElementById("search-input"); + if (searchInput) searchInput.addEventListener("focus", collapse); + document.querySelectorAll("h1, h2, h3, h4, h5, h6") + .forEach((hdr, idx) => { + // Create anchor links for headers with an associated id attribute + var id = hdr.getAttribute("id") || hdr.parentElement.getAttribute("id") + || (hdr.querySelector("a") && hdr.querySelector("a").getAttribute("id")); + if (id) { + var template = document.createElement('template'); + template.innerHTML =" " + linkIcon +""; + hdr.append(...template.content.childNodes); + } + }); + var sections; + var scrollTimeout; + var scrollTimeoutNeeded; + var prevHash; + function initSectionData() { + sections = [{ id: "", top: 0 }].concat(Array.from(main.querySelectorAll("section[id], h2[id], h2 a[id], div[id]")) + .filter((e) => { + return sidebar.querySelector("a[href=\"#" + encodeURI(e.getAttribute("id")) + "\"]") !== null + }).map((e) => { + return { + id: e.getAttribute("id"), + top: e.offsetTop + }; + })); + } + function setScrollTimeout() { + clearTimeout(scrollTimeout); + scrollTimeoutNeeded = false; + scrollTimeout = setTimeout(() => { + scrollTimeout = null; + handleScroll(); + }, 100); + } + function handleScroll() { + if (!sidebar || !sidebar.offsetParent || sidebar.classList.contains("hide-sidebar")) { + return; + } + if (scrollTimeout || scrollTimeoutNeeded) { + setScrollTimeout(); + return; + } + var scrollTop = document.documentElement.scrollTop; + var scrollHeight = document.documentElement.scrollHeight; + var currHash = null; + if (scrollHeight - scrollTop < window.innerHeight + 10) { + // Select last item if at bottom of the page + currHash = "#" + encodeURI(sections.at(-1).id); + } else { + for (var i = 0; i < sections.length; i++) { + var top = sections[i].top; + var bottom = sections[i + 1] ? sections[i + 1].top : scrollHeight; + if (top + ((bottom - top) / 2) > scrollTop || bottom > scrollTop + (window.innerHeight / 3)) { + currHash = "#" + encodeURI(sections[i].id); + break; + } + } + } + if (currHash !== prevHash) { + setSelected(currHash); + } + } + function setSelected(hash) { + var prev = sidebar.querySelector("a.current-selection"); + if (prev) + prev.classList.remove("current-selection"); + prevHash = hash; + if (hash) { + var curr = sidebar.querySelector("ol.toc-list a[href=\"" + hash + "\"]"); + if (curr) { + curr.classList.add("current-selection"); + curr.scrollIntoView({ behavior: "instant", block: "nearest" }); + } + } + } + if (sidebar) { + initSectionData(); + document.querySelectorAll("a[href^='#']").forEach((link) => { + link.addEventListener("click", (e) => { + scrollTimeoutNeeded = true; + setSelected(link.getAttribute("href")); + }) + }); + sidebar.querySelector("button.hide-sidebar").addEventListener("click", () => { + sidebar.classList.add("hide-sidebar"); + sessionStorage.setItem("sidebar", "hidden"); + }); + sidebar.querySelector("button.show-sidebar").addEventListener("click", () => { + sidebar.classList.remove("hide-sidebar"); + sessionStorage.removeItem("sidebar"); + initSectionData(); + handleScroll(); + }); + window.addEventListener("hashchange", (e) => { + scrollTimeoutNeeded = true; + }); + if (document.location.hash) { + scrollTimeoutNeeded = true; + setSelected(document.location.hash); + } else { + handleScroll(); + } + window.addEventListener("scroll", handleScroll); + window.addEventListener("scrollend", () => { + if (scrollTimeout) { + clearTimeout(scrollTimeout); + scrollTimeout = null; + handleScroll(); + } + }) + } + // Resize handler + function handleResize(e) { + if (expanded) { + if (windowWidth !== window.innerWidth) { + collapse(); + } else { + expand(); + } + } + if (sections) { + initSectionData(); + prevHash = null; + handleScroll(); + } + setTopMargin(); + } + window.addEventListener("orientationchange", handleResize); + window.addEventListener("resize", handleResize); +}); diff --git a/docs/java/script-files/search-page.js b/docs/java/script-files/search-page.js new file mode 100644 index 00000000..bcbd9b59 --- /dev/null +++ b/docs/java/script-files/search-page.js @@ -0,0 +1,267 @@ +/* + * Copyright (c) 2022, 2024, Oracle and/or its affiliates. All rights reserved. + * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER. + * + * Licensed under the Universal Permissive License v 1.0 as shown at https://oss.oracle.com/licenses/upl/ + */ + +"use strict"; +$(function() { + var copy = $("#page-search-copy"); + var expand = $("#page-search-expand"); + var searchLink = $("span#page-search-link"); + var redirect = $("input#search-redirect"); + function setSearchUrlTemplate() { + var href = document.location.href.split(/[#?]/)[0]; + href += "?q=" + "%s"; + if (redirect.is(":checked")) { + href += "&r=1"; + } + searchLink.html(href); + copy[0].onmouseenter(); + } + function copyLink(e) { + copyToClipboard(this.previousSibling.innerText); + switchCopyLabel(this, this.lastElementChild); + } + copy.click(copyLink); + copy[0].onmouseenter = function() {}; + redirect.click(setSearchUrlTemplate); + setSearchUrlTemplate(); + copy.prop("disabled", false); + redirect.prop("disabled", false); + expand.click(function (e) { + var searchInfo = $("div.page-search-info"); + if(this.parentElement.hasAttribute("open")) { + searchInfo.attr("style", "border-width: 0;"); + } else { + searchInfo.attr("style", "border-width: 1px;").height(searchInfo.prop("scrollHeight")); + } + }); +}); +$(window).on("load", function() { + var input = $("#page-search-input"); + var reset = $("#page-search-reset"); + var notify = $("#page-search-notify"); + var resultSection = $("div#result-section"); + var resultContainer = $("div#result-container"); + var searchTerm = ""; + var activeTab = ""; + var fixedTab = false; + var visibleTabs = []; + var feelingLucky = false; + function renderResults(result) { + if (!result.length) { + notify.html(messages.noResult); + } else if (result.length === 1) { + notify.html(messages.oneResult); + } else { + notify.html(messages.manyResults.replace("{0}", result.length)); + } + resultContainer.empty(); + var r = { + "types": [], + "members": [], + "packages": [], + "modules": [], + "searchTags": [] + }; + for (var i in result) { + var item = result[i]; + var arr = r[item.category]; + arr.push(item); + } + if (!activeTab || r[activeTab].length === 0 || !fixedTab) { + Object.keys(r).reduce(function(prev, curr) { + if (r[curr].length > 0 && r[curr][0].score > prev) { + activeTab = curr; + return r[curr][0].score; + } + return prev; + }, 0); + } + if (feelingLucky && activeTab) { + notify.html(messages.redirecting) + var firstItem = r[activeTab][0]; + window.location = getURL(firstItem.indexItem, firstItem.category); + return; + } + if (result.length > 20) { + if (searchTerm[searchTerm.length - 1] === ".") { + if (activeTab === "types" && r["members"].length > r["types"].length) { + activeTab = "members"; + } else if (activeTab === "packages" && r["types"].length > r["packages"].length) { + activeTab = "types"; + } + } + } + var categoryCount = Object.keys(r).reduce(function(prev, curr) { + return prev + (r[curr].length > 0 ? 1 : 0); + }, 0); + visibleTabs = []; + var tabContainer = $("
      ").appendTo(resultContainer); + for (var key in r) { + var id = "#result-tab-" + key.replace("searchTags", "search_tags"); + if (r[key].length) { + var count = r[key].length >= 1000 ? "999+" : r[key].length; + if (result.length > 20 && categoryCount > 1) { + var button = $("").appendTo(tabContainer); + button.click(key, function(e) { + fixedTab = true; + renderResult(e.data, $(this)); + }); + visibleTabs.push(key); + } else { + $("" + categories[key] + + " (" + count + ")").appendTo(tabContainer); + renderTable(key, r[key]).appendTo(resultContainer); + tabContainer = $("
      ").appendTo(resultContainer); + + } + } + } + if (activeTab && result.length > 20 && categoryCount > 1) { + $("button#result-tab-" + activeTab).addClass("active-table-tab"); + renderTable(activeTab, r[activeTab]).appendTo(resultContainer); + } + resultSection.show(); + function renderResult(category, button) { + activeTab = category; + setSearchUrl(); + resultContainer.find("div.summary-table").remove(); + renderTable(activeTab, r[activeTab]).appendTo(resultContainer); + button.siblings().removeClass("active-table-tab"); + button.addClass("active-table-tab"); + } + } + function selectTab(category) { + $("button#result-tab-" + category).click(); + } + function renderTable(category, items) { + var table = $("
      ") + .addClass(category === "modules" + ? "one-column-search-results" + : "two-column-search-results"); + var col1, col2; + if (category === "modules") { + col1 = "Module"; + } else if (category === "packages") { + col1 = "Module"; + col2 = "Package"; + } else if (category === "types") { + col1 = "Package"; + col2 = "Class" + } else if (category === "members") { + col1 = "Class"; + col2 = "Member"; + } else if (category === "searchTags") { + col1 = "Location"; + col2 = "Name"; + } + $("
      " + col1 + "
      ").appendTo(table); + if (category !== "modules") { + $("
      " + col2 + "
      ").appendTo(table); + } + $.each(items, function(index, item) { + var rowColor = index % 2 ? "odd-row-color" : "even-row-color"; + renderItem(item, table, rowColor); + }); + return table; + } + function renderItem(item, table, rowColor) { + var label = getHighlightedText(item.input, item.boundaries, item.prefix.length, item.input.length); + var link = $("") + .attr("href", getURL(item.indexItem, item.category)) + .attr("tabindex", "0") + .addClass("search-result-link") + .html(label); + var container = getHighlightedText(item.input, item.boundaries, 0, item.prefix.length - 1); + if (item.category === "searchTags") { + container = item.indexItem.h || ""; + } + if (item.category !== "modules") { + $("
      ").html(container).addClass("col-plain").addClass(rowColor).appendTo(table); + } + $("
      ").html(link).addClass("col-last").addClass(rowColor).appendTo(table); + } + var timeout; + function schedulePageSearch() { + if (timeout) { + clearTimeout(timeout); + } + timeout = setTimeout(function () { + doPageSearch() + }, 100); + } + function doPageSearch() { + setSearchUrl(); + var term = searchTerm = input.val().trim(); + if (term === "") { + notify.html(messages.enterTerm); + activeTab = ""; + fixedTab = false; + resultContainer.empty(); + resultSection.hide(); + } else { + notify.html(messages.searching); + doSearch({ term: term, maxResults: 1200 }, renderResults); + } + } + function setSearchUrl() { + var query = input.val().trim(); + var url = document.location.pathname; + if (query) { + url += "?q=" + encodeURI(query); + if (activeTab && fixedTab) { + url += "&c=" + activeTab; + } + } + history.replaceState({query: query}, "", url); + } + input.on("input", function(e) { + feelingLucky = false; + schedulePageSearch(); + }); + $(document).keydown(function(e) { + if ((e.ctrlKey || e.metaKey) && (e.key === "ArrowLeft" || e.key === "ArrowRight")) { + if (activeTab && visibleTabs.length > 1) { + var idx = visibleTabs.indexOf(activeTab); + idx += e.key === "ArrowLeft" ? visibleTabs.length - 1 : 1; + selectTab(visibleTabs[idx % visibleTabs.length]); + return false; + } + } + }); + reset.click(function() { + notify.html(messages.enterTerm); + resultSection.hide(); + activeTab = ""; + fixedTab = false; + resultContainer.empty(); + input.val('').focus(); + setSearchUrl(); + }); + input.prop("disabled", false); + input.attr("autocapitalize", "off"); + reset.prop("disabled", false); + + var urlParams = new URLSearchParams(window.location.search); + if (urlParams.has("q")) { + input.val(urlParams.get("q")) + } + if (urlParams.has("c")) { + activeTab = urlParams.get("c"); + fixedTab = true; + } + if (urlParams.get("r")) { + feelingLucky = true; + } + if (input.val()) { + doPageSearch(); + } else { + notify.html(messages.enterTerm); + } + input.select().focus(); +}); diff --git a/docs/java/script-files/search.js b/docs/java/script-files/search.js new file mode 100644 index 00000000..7281883a --- /dev/null +++ b/docs/java/script-files/search.js @@ -0,0 +1,436 @@ +/* + * Copyright (c) 2015, 2024, Oracle and/or its affiliates. All rights reserved. + * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER. + * + * Licensed under the Universal Permissive License v 1.0 as shown at https://oss.oracle.com/licenses/upl/ + */ +"use strict"; +const messages = { + enterTerm: "Enter a search term", + noResult: "No results found", + oneResult: "Found one result", + manyResults: "Found {0} results", + loading: "Loading search index...", + searching: "Searching...", + redirecting: "Redirecting to first result...", +} +const categories = { + modules: "Modules", + packages: "Packages", + types: "Types", + members: "Members", + searchTags: "Search Tags" +}; +const highlight = "$&"; +const NO_MATCH = {}; +const MAX_RESULTS = 300; +const UNICODE_LETTER = 0; +const UNICODE_DIGIT = 1; +const UNICODE_OTHER = 2; +function checkUnnamed(name, separator) { + return name === "" || !name ? "" : name + separator; +} +function escapeHtml(str) { + return str.replace(//g, ">"); +} +function getHighlightedText(str, boundaries, from, to) { + var start = from; + var text = ""; + for (var i = 0; i < boundaries.length; i += 2) { + var b0 = boundaries[i]; + var b1 = boundaries[i + 1]; + if (b0 >= to || b1 <= from) { + continue; + } + text += escapeHtml(str.slice(start, Math.max(start, b0))); + text += ""; + text += escapeHtml(str.slice(Math.max(start, b0), Math.min(to, b1))); + text += ""; + start = Math.min(to, b1); + } + text += escapeHtml(str.slice(start, to)); + return text; +} +function getURLPrefix(item, category) { + var urlPrefix = ""; + var slash = "/"; + if (category === "modules") { + return item.l + slash; + } else if (category === "packages" && item.m) { + return item.m + slash; + } else if (category === "types" || category === "members") { + if (item.m) { + urlPrefix = item.m + slash; + } else { + $.each(packageSearchIndex, function(index, it) { + if (it.m && item.p === it.l) { + urlPrefix = it.m + slash; + } + }); + } + } + return urlPrefix; +} +function getURL(item, category) { + if (item.url) { + return item.url; + } + var url = getURLPrefix(item, category); + if (category === "modules") { + url += "module-summary.html"; + } else if (category === "packages") { + if (item.u) { + url = item.u; + } else { + url += item.l.replace(/\./g, '/') + "/package-summary.html"; + } + } else if (category === "types") { + if (item.u) { + url = item.u; + } else { + url += checkUnnamed(item.p, "/").replace(/\./g, '/') + item.l + ".html"; + } + } else if (category === "members") { + url += checkUnnamed(item.p, "/").replace(/\./g, '/') + item.c + ".html" + "#"; + if (item.u) { + url += item.u; + } else { + url += item.l; + } + } else if (category === "searchTags") { + url += item.u; + } + item.url = url; + return url; +} +function createMatcher(term, camelCase) { + if (camelCase && !isUpperCase(term)) { + return null; // no need for camel-case matcher for lower case query + } + var pattern = ""; + var upperCase = []; + term.trim().split(/\s+/).forEach(function(w, index, array) { + var tokens = w.split(/(?=[\p{Lu},.()<>?[\/])/u); + for (var i = 0; i < tokens.length; i++) { + var s = tokens[i]; + // ',' and '?' are the only delimiters commonly followed by space in java signatures + pattern += "(" + escapeUnicodeRegex(s).replace(/[,?]/g, "$&\\s*?") + ")"; + upperCase.push(false); + var isWordToken = /[\p{L}\p{Nd}_]$/u.test(s); + if (isWordToken) { + if (i === tokens.length - 1 && index < array.length - 1) { + // space in query string matches all delimiters + pattern += "(.*?)"; + upperCase.push(isUpperCase(s[0])); + } else { + if (!camelCase && isUpperCase(s) && s.length === 1) { + pattern += "()"; + } else { + pattern += "([\\p{L}\\p{Nd}\\p{Sc}<>?[\\]]*?)"; + } + upperCase.push(isUpperCase(s[0])); + } + } else { + pattern += "()"; + upperCase.push(false); + } + } + }); + var re = new RegExp(pattern, "gui"); + re.upperCase = upperCase; + return re; +} +// Unicode regular expressions do not allow certain characters to be escaped +function escapeUnicodeRegex(pattern) { + return pattern.replace(/[\[\]{}()*+?.\\^$|\s]/g, '\\$&'); +} +function findMatch(matcher, input, startOfName, endOfName) { + var from = startOfName; + matcher.lastIndex = from; + var match = matcher.exec(input); + // Expand search area until we get a valid result or reach the beginning of the string + while (!match || match.index + match[0].length < startOfName || endOfName < match.index) { + if (from === 0) { + return NO_MATCH; + } + from = input.lastIndexOf(".", from - 2) + 1; + matcher.lastIndex = from; + match = matcher.exec(input); + } + var boundaries = []; + var matchEnd = match.index + match[0].length; + var score = 5; + var start = match.index; + var prevEnd = -1; + for (var i = 1; i < match.length; i += 2) { + var charType = getCharType(input[start]); + var isMatcherUpper = matcher.upperCase[i]; + // capturing groups come in pairs, match and non-match + boundaries.push(start, start + match[i].length); + // make sure groups are anchored on a left word boundary + var prevChar = input[start - 1] || ""; + var nextChar = input[start + 1] || ""; + if (start !== 0) { + if (charType === UNICODE_DIGIT && getCharType(prevChar) === UNICODE_DIGIT) { + return NO_MATCH; + } else if (charType === UNICODE_LETTER && getCharType(prevChar) === UNICODE_LETTER) { + var isUpper = isUpperCase(input[start]); + if (isUpper && (isLowerCase(prevChar) || isLowerCase(nextChar))) { + score -= 0.1; + } else if (isMatcherUpper && start === prevEnd) { + score -= isUpper ? 0.1 : 1.0; + } else { + return NO_MATCH; + } + } + } + prevEnd = start + match[i].length; + start += match[i].length + match[i + 1].length; + + // lower score for parts of the name that are missing + if (match[i + 1] && prevEnd < endOfName) { + score -= rateNoise(match[i + 1]); + } + } + // lower score if a type name contains unmatched camel-case parts + if (input[matchEnd - 1] !== "." && endOfName > matchEnd) + score -= rateNoise(input.slice(matchEnd, endOfName)); + score -= rateNoise(input.slice(0, Math.max(startOfName, match.index))); + + if (score <= 0) { + return NO_MATCH; + } + return { + input: input, + score: score, + boundaries: boundaries + }; +} +function isLetter(s) { + return /\p{L}/u.test(s); +} +function isUpperCase(s) { + return /\p{Lu}/u.test(s); +} +function isLowerCase(s) { + return /\p{Ll}/u.test(s); +} +function isDigit(s) { + return /\p{Nd}/u.test(s); +} +function getCharType(s) { + if (isLetter(s)) { + return UNICODE_LETTER; + } else if (isDigit(s)) { + return UNICODE_DIGIT; + } else { + return UNICODE_OTHER; + } +} +function rateNoise(str) { + return (str.match(/([.(])/g) || []).length / 5 + + (str.match(/(\p{Lu}+)/gu) || []).length / 10 + + str.length / 20; +} +function doSearch(request, response) { + var term = request.term.trim(); + var maxResults = request.maxResults || MAX_RESULTS; + var matcher = { + plainMatcher: createMatcher(term, false), + camelCaseMatcher: createMatcher(term, true) + } + var indexLoaded = indexFilesLoaded(); + + function getPrefix(item, category) { + switch (category) { + case "packages": + return checkUnnamed(item.m, "/"); + case "types": + return checkUnnamed(item.p, "."); + case "members": + return checkUnnamed(item.p, ".") + item.c + "."; + default: + return ""; + } + } + function useQualifiedName(category) { + switch (category) { + case "packages": + return /[\s/]/.test(term); + case "types": + case "members": + return /[\s.]/.test(term); + default: + return false; + } + } + function searchIndex(indexArray, category) { + var matches = []; + if (!indexArray) { + if (!indexLoaded) { + matches.push({ l: messages.loading, category: category }); + } + return matches; + } + $.each(indexArray, function (i, item) { + var prefix = getPrefix(item, category); + var simpleName = item.l; + var qualifiedName = prefix + simpleName; + var useQualified = useQualifiedName(category); + var input = useQualified ? qualifiedName : simpleName; + var startOfName = useQualified ? prefix.length : 0; + var endOfName = category === "members" && input.indexOf("(", startOfName) > -1 + ? input.indexOf("(", startOfName) : input.length; + var m = findMatch(matcher.plainMatcher, input, startOfName, endOfName); + if (m === NO_MATCH && matcher.camelCaseMatcher) { + m = findMatch(matcher.camelCaseMatcher, input, startOfName, endOfName); + } + if (m !== NO_MATCH) { + m.indexItem = item; + m.prefix = prefix; + m.category = category; + if (!useQualified) { + m.input = qualifiedName; + m.boundaries = m.boundaries.map(function(b) { + return b + prefix.length; + }); + } + matches.push(m); + } + return true; + }); + return matches.sort(function(e1, e2) { + return e2.score - e1.score; + }).slice(0, maxResults); + } + + var result = searchIndex(moduleSearchIndex, "modules") + .concat(searchIndex(packageSearchIndex, "packages")) + .concat(searchIndex(typeSearchIndex, "types")) + .concat(searchIndex(memberSearchIndex, "members")) + .concat(searchIndex(tagSearchIndex, "searchTags")); + + if (!indexLoaded) { + updateSearchResults = function() { + doSearch(request, response); + } + } else { + updateSearchResults = function() {}; + } + response(result); +} +// JQuery search menu implementation +$.widget("custom.catcomplete", $.ui.autocomplete, { + _create: function() { + this._super(); + this.widget().menu("option", "items", "> .result-item"); + // workaround for search result scrolling + this.menu._scrollIntoView = function _scrollIntoView( item ) { + var borderTop, paddingTop, offset, scroll, elementHeight, itemHeight; + if ( this._hasScroll() ) { + borderTop = parseFloat( $.css( this.activeMenu[ 0 ], "borderTopWidth" ) ) || 0; + paddingTop = parseFloat( $.css( this.activeMenu[ 0 ], "paddingTop" ) ) || 0; + offset = item.offset().top - this.activeMenu.offset().top - borderTop - paddingTop; + scroll = this.activeMenu.scrollTop(); + elementHeight = this.activeMenu.height() - 26; + itemHeight = item.outerHeight(); + + if ( offset < 0 ) { + this.activeMenu.scrollTop( scroll + offset ); + } else if ( offset + itemHeight > elementHeight ) { + this.activeMenu.scrollTop( scroll + offset - elementHeight + itemHeight ); + } + } + }; + }, + _renderMenu: function(ul, items) { + var currentCategory = ""; + var widget = this; + widget.menu.bindings = $(); + $.each(items, function(index, item) { + if (item.category && item.category !== currentCategory) { + ul.append("
    • " + categories[item.category] + "
      • "); + currentCategory = item.category; + } + var li = widget._renderItemData(ul, item); + if (item.category) { + li.attr("aria-label", categories[item.category] + " : " + item.l); + } else { + li.attr("aria-label", item.l); + } + li.attr("class", "result-item"); + }); + ul.append("
    • Go to search page
      • "); + }, + _renderItem: function(ul, item) { + var li = $("
    • ").appendTo(ul); + var div = $("
      ").appendTo(li); + var label = item.l + ? item.l + : getHighlightedText(item.input, item.boundaries, 0, item.input.length); + var idx = item.indexItem; + if (item.category === "searchTags" && idx && idx.h) { + if (idx.d) { + div.html(label + " (" + idx.h + ")
      " + + idx.d + "
      "); + } else { + div.html(label + " (" + idx.h + ")"); + } + } else { + div.html(label); + } + return li; + } +}); +$(function() { + var search = $("#search-input"); + var reset = $("#reset-search"); + search.catcomplete({ + minLength: 1, + delay: 200, + source: function(request, response) { + reset.css("display", "inline"); + if (request.term.trim() === "") { + return this.close(); + } + return doSearch(request, response); + }, + response: function(event, ui) { + if (!ui.content.length) { + ui.content.push({ l: messages.noResult }); + } else { + $("#search-input").empty(); + } + }, + close: function(event, ui) { + reset.css("display", search.val() ? "inline" : "none"); + }, + change: function(event, ui) { + reset.css("display", search.val() ? "inline" : "none"); + }, + autoFocus: true, + focus: function(event, ui) { + return false; + }, + position: { + collision: "flip" + }, + select: function(event, ui) { + if (ui.item.indexItem) { + var url = getURL(ui.item.indexItem, ui.item.category); + window.location.href = pathtoroot + url; + $("#search-input").focus(); + } + } + }); + search.val(''); + search.prop("disabled", false); + search.attr("autocapitalize", "off"); + reset.prop("disabled", false); + reset.click(function() { + search.val('').focus(); + reset.css("display", "none"); + }); + search.focus(); +}); diff --git a/docs/java/script.js b/docs/java/script.js index b3463569..864989cf 100644 --- a/docs/java/script.js +++ b/docs/java/script.js @@ -1,30 +1,132 @@ -function show(type) -{ - count = 0; - for (var key in methods) { - var row = document.getElementById(key); - if ((methods[key] & type) != 0) { - row.style.display = ''; - row.className = (count++ % 2) ? rowColor : altColor; +/* + * Copyright (c) 2013, 2020, Oracle and/or its affiliates. All rights reserved. + * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER. + * + * This code is free software; you can redistribute it and/or modify it + * under the terms of the GNU General Public License version 2 only, as + * published by the Free Software Foundation. Oracle designates this + * particular file as subject to the "Classpath" exception as provided + * by Oracle in the LICENSE file that accompanied this code. + * + * This code is distributed in the hope that it will be useful, but WITHOUT + * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or + * FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License + * version 2 for more details (a copy is included in the LICENSE file that + * accompanied this code). + * + * You should have received a copy of the GNU General Public License version + * 2 along with this work; if not, write to the Free Software Foundation, + * Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA. + * + * Please contact Oracle, 500 Oracle Parkway, Redwood Shores, CA 94065 USA + * or visit www.oracle.com if you need additional information or have any + * questions. + */ + +var moduleSearchIndex; +var packageSearchIndex; +var typeSearchIndex; +var memberSearchIndex; +var tagSearchIndex; +function loadScripts(doc, tag) { + createElem(doc, tag, 'search.js'); + + createElem(doc, tag, 'module-search-index.js'); + createElem(doc, tag, 'package-search-index.js'); + createElem(doc, tag, 'type-search-index.js'); + createElem(doc, tag, 'member-search-index.js'); + createElem(doc, tag, 'tag-search-index.js'); +} + +function createElem(doc, tag, path) { + var script = doc.createElement(tag); + var scriptElement = doc.getElementsByTagName(tag)[0]; + script.src = pathtoroot + path; + scriptElement.parentNode.insertBefore(script, scriptElement); +} + +function show(tableId, selected, columns) { + if (tableId !== selected) { + document.querySelectorAll('div.' + tableId + ':not(.' + selected + ')') + .forEach(function(elem) { + elem.style.display = 'none'; + }); + } + document.querySelectorAll('div.' + selected) + .forEach(function(elem, index) { + elem.style.display = ''; + var isEvenRow = index % (columns * 2) < columns; + elem.classList.remove(isEvenRow ? oddRowColor : evenRowColor); + elem.classList.add(isEvenRow ? evenRowColor : oddRowColor); + }); + updateTabs(tableId, selected); +} + +function updateTabs(tableId, selected) { + document.querySelector('div#' + tableId +' .summary-table') + .setAttribute('aria-labelledby', selected); + document.querySelectorAll('button[id^="' + tableId + '"]') + .forEach(function(tab, index) { + if (selected === tab.id || (tableId === selected && index === 0)) { + tab.className = activeTableTab; + tab.setAttribute('aria-selected', true); + tab.setAttribute('tabindex',0); + } else { + tab.className = tableTab; + tab.setAttribute('aria-selected', false); + tab.setAttribute('tabindex',-1); + } + }); +} + +function switchTab(e) { + var selected = document.querySelector('[aria-selected=true]'); + if (selected) { + if ((e.keyCode === 37 || e.keyCode === 38) && selected.previousSibling) { + // left or up arrow key pressed: move focus to previous tab + selected.previousSibling.click(); + selected.previousSibling.focus(); + e.preventDefault(); + } else if ((e.keyCode === 39 || e.keyCode === 40) && selected.nextSibling) { + // right or down arrow key pressed: move focus to next tab + selected.nextSibling.click(); + selected.nextSibling.focus(); + e.preventDefault(); } - else - row.style.display = 'none'; } - updateTabs(type); } -function updateTabs(type) -{ - for (var value in tabs) { - var sNode = document.getElementById(tabs[value][0]); - var spanNode = sNode.firstChild; - if (value == type) { - sNode.className = activeTableTab; - spanNode.innerHTML = tabs[value][1]; +var updateSearchResults = function() {}; + +function indexFilesLoaded() { + return moduleSearchIndex + && packageSearchIndex + && typeSearchIndex + && memberSearchIndex + && tagSearchIndex; +} + +// Workaround for scroll position not being included in browser history (8249133) +document.addEventListener("DOMContentLoaded", function(e) { + var contentDiv = document.querySelector("div.flex-content"); + window.addEventListener("popstate", function(e) { + if (e.state !== null) { + contentDiv.scrollTop = e.state; } - else { - sNode.className = tableTab; - spanNode.innerHTML = "" + tabs[value][1] + ""; + }); + window.addEventListener("hashchange", function(e) { + history.replaceState(contentDiv.scrollTop, document.title); + }); + contentDiv.addEventListener("scroll", function(e) { + var timeoutID; + if (!timeoutID) { + timeoutID = setTimeout(function() { + history.replaceState(contentDiv.scrollTop, document.title); + timeoutID = null; + }, 100); } + }); + if (!location.hash) { + history.replaceState(contentDiv.scrollTop, document.title); } -} +}); diff --git a/docs/java/search-page.js b/docs/java/search-page.js new file mode 100644 index 00000000..540c90f5 --- /dev/null +++ b/docs/java/search-page.js @@ -0,0 +1,284 @@ +/* + * Copyright (c) 2022, 2023, Oracle and/or its affiliates. All rights reserved. + * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER. + * + * This code is free software; you can redistribute it and/or modify it + * under the terms of the GNU General Public License version 2 only, as + * published by the Free Software Foundation. Oracle designates this + * particular file as subject to the "Classpath" exception as provided + * by Oracle in the LICENSE file that accompanied this code. + * + * This code is distributed in the hope that it will be useful, but WITHOUT + * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or + * FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License + * version 2 for more details (a copy is included in the LICENSE file that + * accompanied this code). + * + * You should have received a copy of the GNU General Public License version + * 2 along with this work; if not, write to the Free Software Foundation, + * Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA. + * + * Please contact Oracle, 500 Oracle Parkway, Redwood Shores, CA 94065 USA + * or visit www.oracle.com if you need additional information or have any + * questions. + */ + +"use strict"; +$(function() { + var copy = $("#page-search-copy"); + var expand = $("#page-search-expand"); + var searchLink = $("span#page-search-link"); + var redirect = $("input#search-redirect"); + function setSearchUrlTemplate() { + var href = document.location.href.split(/[#?]/)[0]; + href += "?q=" + "%s"; + if (redirect.is(":checked")) { + href += "&r=1"; + } + searchLink.html(href); + copy[0].onmouseenter(); + } + function copyLink(e) { + copyToClipboard(this.previousSibling.innerText); + switchCopyLabel(this, this.lastElementChild); + } + copy.click(copyLink); + copy[0].onmouseenter = function() {}; + redirect.click(setSearchUrlTemplate); + setSearchUrlTemplate(); + copy.prop("disabled", false); + redirect.prop("disabled", false); + expand.click(function (e) { + var searchInfo = $("div.page-search-info"); + if(this.parentElement.hasAttribute("open")) { + searchInfo.attr("style", "border-width: 0;"); + } else { + searchInfo.attr("style", "border-width: 1px;").height(searchInfo.prop("scrollHeight")); + } + }); +}); +$(window).on("load", function() { + var input = $("#page-search-input"); + var reset = $("#page-search-reset"); + var notify = $("#page-search-notify"); + var resultSection = $("div#result-section"); + var resultContainer = $("div#result-container"); + var searchTerm = ""; + var activeTab = ""; + var fixedTab = false; + var visibleTabs = []; + var feelingLucky = false; + function renderResults(result) { + if (!result.length) { + notify.html(messages.noResult); + } else if (result.length === 1) { + notify.html(messages.oneResult); + } else { + notify.html(messages.manyResults.replace("{0}", result.length)); + } + resultContainer.empty(); + var r = { + "types": [], + "members": [], + "packages": [], + "modules": [], + "searchTags": [] + }; + for (var i in result) { + var item = result[i]; + var arr = r[item.category]; + arr.push(item); + } + if (!activeTab || r[activeTab].length === 0 || !fixedTab) { + Object.keys(r).reduce(function(prev, curr) { + if (r[curr].length > 0 && r[curr][0].score > prev) { + activeTab = curr; + return r[curr][0].score; + } + return prev; + }, 0); + } + if (feelingLucky && activeTab) { + notify.html(messages.redirecting) + var firstItem = r[activeTab][0]; + window.location = getURL(firstItem.indexItem, firstItem.category); + return; + } + if (result.length > 20) { + if (searchTerm[searchTerm.length - 1] === ".") { + if (activeTab === "types" && r["members"].length > r["types"].length) { + activeTab = "members"; + } else if (activeTab === "packages" && r["types"].length > r["packages"].length) { + activeTab = "types"; + } + } + } + var categoryCount = Object.keys(r).reduce(function(prev, curr) { + return prev + (r[curr].length > 0 ? 1 : 0); + }, 0); + visibleTabs = []; + var tabContainer = $("
      ").appendTo(resultContainer); + for (var key in r) { + var id = "#result-tab-" + key.replace("searchTags", "search_tags"); + if (r[key].length) { + var count = r[key].length >= 1000 ? "999+" : r[key].length; + if (result.length > 20 && categoryCount > 1) { + var button = $("").appendTo(tabContainer); + button.click(key, function(e) { + fixedTab = true; + renderResult(e.data, $(this)); + }); + visibleTabs.push(key); + } else { + $("" + categories[key] + + " (" + count + ")").appendTo(tabContainer); + renderTable(key, r[key]).appendTo(resultContainer); + tabContainer = $("
      ").appendTo(resultContainer); + + } + } + } + if (activeTab && result.length > 20 && categoryCount > 1) { + $("button#result-tab-" + activeTab).addClass("active-table-tab"); + renderTable(activeTab, r[activeTab]).appendTo(resultContainer); + } + resultSection.show(); + function renderResult(category, button) { + activeTab = category; + setSearchUrl(); + resultContainer.find("div.summary-table").remove(); + renderTable(activeTab, r[activeTab]).appendTo(resultContainer); + button.siblings().removeClass("active-table-tab"); + button.addClass("active-table-tab"); + } + } + function selectTab(category) { + $("button#result-tab-" + category).click(); + } + function renderTable(category, items) { + var table = $("
      ") + .addClass(category === "modules" + ? "one-column-search-results" + : "two-column-search-results"); + var col1, col2; + if (category === "modules") { + col1 = "Module"; + } else if (category === "packages") { + col1 = "Module"; + col2 = "Package"; + } else if (category === "types") { + col1 = "Package"; + col2 = "Class" + } else if (category === "members") { + col1 = "Class"; + col2 = "Member"; + } else if (category === "searchTags") { + col1 = "Location"; + col2 = "Name"; + } + $("
      " + col1 + "
      ").appendTo(table); + if (category !== "modules") { + $("
      " + col2 + "
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      From 1cf25c34724d5414246aa4751d7c8f51217f8a3c Mon Sep 17 00:00:00 2001 From: Michele Gregori Date: Thu, 19 Dec 2024 08:44:26 +0100 Subject: [PATCH 50/52] Fix benchmarks failing in github CI (#105) --- .gitmodules | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.gitmodules b/.gitmodules index ad8e9471..4d405bdf 100644 --- a/.gitmodules +++ b/.gitmodules @@ -1,3 +1,3 @@ [submodule "cpp/include/doctest"] path = cpp/include/doctest - url = git@github.com:doctest/doctest.git + url = https://github.com/doctest/doctest.git From 967ed71217886136dae5f7612fb2c2d3a81303b8 Mon Sep 17 00:00:00 2001 From: Peter Sobot Date: Wed, 29 Jan 2025 10:54:38 -0500 Subject: [PATCH 51/52] Migrate Python bindings to Nanobind. (#92) * Migrate to Nanobind. * Remove type-hint scripts. * CI fixes. * Use clang-format 16. * Re-add Tox. * Upgrade to Ruff. It's 2024, Charlie would be sad. * Support passing 1D Python lists to query(). * Update pyproject.toml * Update all.yml * Update all.yml * Will this fix the Windows build? * clang-format * Fix builds on Python 3.8 and 3.9, and drop 3.7. * Move README into the right place. * Add Python readme for local builds. * More relative path fun * D'oh. Why am I committing this at 1:27am? * The dependencies, they were not self-contained in each file * No need to reify twice * Ugh. * Speed up debugging iterations. * Embarrassing GitHub Actions debugging. * Come on, Windows * Nope. * Debugging * Copy first * D'oh * D'oh, d'oh, d'oh. * How many embarrassing commits does it take... * Gotta delete it first, of course * Update all.yml --- .github/workflows/all.yml | 26 +- python/CMakeLists.txt | 68 ++ python/MANIFEST.in | 2 +- python/README.md | 29 + python/dev-requirements.txt | 2 - python/pyproject.toml | 54 +- python/scripts/__init__.py | 0 .../scripts/generate_type_stubs_and_docs.py | 401 -------- python/scripts/postprocess_type_hints.py | 242 ----- python/setup.py | 180 ---- python/src/PythonFileLike.h | 38 +- python/src/PythonInputStream.h | 91 +- python/src/PythonOutputStream.h | 27 +- python/{ => src}/bindings.cpp | 378 ++++---- python/src/cpp | 1 + python/src/voyager/__init__.py | 1 + python/tests/test_index_creation.py | 2 +- python/tests/test_load_indices.py | 14 +- python/tox.ini | 28 +- python/voyager/__init__.pyi | 889 ------------------ python/voyager/version.py | 22 - 21 files changed, 460 insertions(+), 2035 deletions(-) create mode 100644 python/CMakeLists.txt create mode 100644 python/README.md delete mode 100644 python/scripts/__init__.py delete mode 100755 python/scripts/generate_type_stubs_and_docs.py delete mode 100644 python/scripts/postprocess_type_hints.py delete mode 100644 python/setup.py rename python/{ => src}/bindings.cpp (78%) create mode 120000 python/src/cpp create mode 100644 python/src/voyager/__init__.py delete mode 100644 python/voyager/__init__.pyi delete mode 100644 python/voyager/version.py diff --git a/.github/workflows/all.yml b/.github/workflows/all.yml index 7c11ecc3..c44d597c 100644 --- a/.github/workflows/all.yml +++ b/.github/workflows/all.yml @@ -152,6 +152,8 @@ jobs: - uses: actions/checkout@v3 with: submodules: recursive + - name: Copy README into place + run: cp ../README.md ./ - name: Install Linux dependencies if: runner.os == 'Linux' run: sudo apt-get update && sudo apt-get install -y pkg-config @@ -165,7 +167,7 @@ jobs: pip install wheel pip install -r dev-requirements.txt - name: Build voyager locally - run: python setup.py develop + run: python -m pip install . - name: Run tox tests run: tox @@ -192,6 +194,8 @@ jobs: - uses: actions/checkout@v3 with: submodules: recursive + - name: Copy README into place + run: cp ../README.md ./ - name: Install Linux dependencies if: runner.os == 'Linux' run: sudo apt-get update && sudo apt-get install -y pkg-config @@ -206,7 +210,7 @@ jobs: USE_ASAN: "1" CC: clang CXX: clang++ - run: python setup.py develop + run: python -m pip install . - name: Run tox tests with ASan loaded # pytest can exit before all Python objects have been destroyed, # so we tell ASan to ignore leaks. @@ -248,12 +252,11 @@ jobs: build-python-wheels: needs: [run-python-tests, run-python-tests-with-address-sanitizer] runs-on: ${{ matrix.os }} - continue-on-error: true + continue-on-error: false if: true # (github.event_name == 'release' && github.event.action == 'published') || contains(github.event.pull_request.labels.*.name, 'Also Test Wheels') strategy: matrix: include: - - { os: macos-latest, build: cp37-macosx_x86_64 } - { os: macos-latest, build: cp38-macosx_x86_64 } - { os: macos-latest, build: cp39-macosx_x86_64 } - { os: macos-latest, build: cp310-macosx_x86_64 } @@ -272,7 +275,6 @@ jobs: # - { os: macos-latest, build: pp37-macosx_x86_64 } # - { os: macos-latest, build: pp38-macosx_x86_64 } # - { os: macos-latest, build: pp39-macosx_x86_64 } - - { os: windows-latest, build: cp37-win_amd64 } - { os: windows-latest, build: cp38-win_amd64 } - { os: windows-latest, build: cp39-win_amd64 } - { os: windows-latest, build: cp310-win_amd64 } @@ -281,8 +283,6 @@ jobs: # - { os: windows-latest, build: pp37-win_amd64 } # - { os: windows-latest, build: pp38-win_amd64 } # - { os: windows-latest, build: pp39-win_amd64 } - - { os: 'ubuntu-latest', build: cp37-manylinux_x86_64 } - - { os: 'ubuntu-latest', build: cp37-manylinux_aarch64 } - { os: 'ubuntu-latest', build: cp38-manylinux_x86_64 } - { os: 'ubuntu-latest', build: cp38-manylinux_aarch64 } - { os: 'ubuntu-latest', build: cp39-manylinux_x86_64 } @@ -317,8 +317,15 @@ jobs: uses: docker/setup-qemu-action@v1 with: platforms: all + - name: Copy C++ code into place + run: rm -rfv python/src/cpp && cp -r cpp python/src + if: runner.os == 'Linux' + - name: Show directory structure for debugging + run: ls -lR . + if: runner.os == 'Linux' - name: Build wheels - run: cp -r cpp python/cpp && cd python && python -m cibuildwheel --output-dir ../wheelhouse + working-directory: python + run: python -m cibuildwheel --output-dir ../wheelhouse env: CIBW_TEST_REQUIRES: -r dev-requirements.txt CIBW_TEST_COMMAND: "pytest {project}/tests -x" @@ -330,9 +337,8 @@ jobs: # on macOS and with Python 3.10: building NumPy from source fails without these options: CIBW_ENVIRONMENT: NPY_BLAS_ORDER="" NPY_LAPACK_ORDER="" CIBW_REPAIR_WHEEL_COMMAND_LINUX: pip install auditwheel-symbols && (auditwheel repair -w {dest_dir} {wheel} || auditwheel-symbols --manylinux 2010 {wheel}) - # Use the minimum macOS deployment target that has C++17 support: CIBW_TEST_SKIP: "*aarch64" - MACOSX_DEPLOYMENT_TARGET: "10.13" + MACOSX_DEPLOYMENT_TARGET: "10.14" - uses: actions/upload-artifact@v3 with: if-no-files-found: error diff --git a/python/CMakeLists.txt b/python/CMakeLists.txt new file mode 100644 index 00000000..a37407a0 --- /dev/null +++ b/python/CMakeLists.txt @@ -0,0 +1,68 @@ +cmake_minimum_required(VERSION 3.15...3.27) +project(voyager LANGUAGES CXX) + +# Warn if the user invokes CMake directly +if (NOT SKBUILD) + message(WARNING "\ + This CMake file is meant to be executed using 'scikit-build-core'. + Running it directly will almost certainly not produce the desired + result. If you are a user trying to install this package, use the + command below, which will install all necessary build dependencies, + compile the package in an isolated environment, and then install it. + ===================================================================== + $ pip install . + ===================================================================== + If you are a software developer, and this is your own package, then + it is usually much more efficient to install the build dependencies + in your environment once and use the following command that avoids + a costly creation of a new virtual environment at every compilation: + ===================================================================== + $ pip install nanobind scikit-build-core[pyproject] + $ pip install --no-build-isolation -ve . + ===================================================================== + You may optionally add -Ceditable.rebuild=true to auto-rebuild when + the package is imported. Otherwise, you need to rerun the above + after editing C++ files.") +endif() + +if (CMAKE_VERSION VERSION_LESS 3.18) + set(DEV_MODULE Development) +else() + set(DEV_MODULE Development.Module) +endif() + +find_package(Python 3.8 COMPONENTS Interpreter ${DEV_MODULE}) + +# Import nanobind through CMake's find_package mechanism +find_package(nanobind CONFIG REQUIRED) + + +if (NOT CMAKE_BUILD_TYPE AND NOT CMAKE_CONFIGURATION_TYPES) + set(CMAKE_BUILD_TYPE Release CACHE STRING "Choose the type of build." FORCE) + set_property(CACHE CMAKE_BUILD_TYPE PROPERTY STRINGS "Debug" "Release" "MinSizeRel" "RelWithDebInfo") +endif() + +# Detect the installed nanobind package and import it into CMake +execute_process( + COMMAND "${Python_EXECUTABLE}" -m nanobind --cmake_dir + OUTPUT_STRIP_TRAILING_WHITESPACE OUTPUT_VARIABLE nanobind_ROOT) +find_package(nanobind CONFIG REQUIRED) + +# Check the USE_ASAN environment variable, and if set to 1, enable AddressSanitizer +if (DEFINED ENV{USE_ASAN} AND "$ENV{USE_ASAN}" STREQUAL "1") + set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fsanitize=address -fno-omit-frame-pointer") + set(CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} -fsanitize=address") +endif() + +nanobind_add_module( + voyager_ext + # Target the stable ABI for Python 3.12+, which reduces + # the number of binary wheels that must be built. This + # does nothing on older Python versions + NB_STATIC STABLE_ABI LTO FREE_THREADED + # Sources: + src/bindings.cpp +) + +# Install directive for scikit-build-core +install(TARGETS voyager_ext LIBRARY DESTINATION voyager) diff --git a/python/MANIFEST.in b/python/MANIFEST.in index f50e8de7..9f6f9f2e 100644 --- a/python/MANIFEST.in +++ b/python/MANIFEST.in @@ -1,4 +1,4 @@ -include *.txt tox.ini *.md +include *.txt tox.ini *.md recursive-include tests *.py graft src diff --git a/python/README.md b/python/README.md new file mode 100644 index 00000000..26e05a0e --- /dev/null +++ b/python/README.md @@ -0,0 +1,29 @@ +![The word Voyager_in blue, with a multicoloured graphic illustrating an orbit to its left.](https://github.com/spotify/voyager/assets/213293/c99cd0e8-cd38-486f-bb61-15f74028ba52) + +[![License: Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://github.com/spotify/voyager/blob/master/LICENSE) +[![Documentation](https://img.shields.io/badge/Documentation-on%20github.io-brightgreen)](https://spotify.github.io/voyager) +[![Supported Platforms](https://img.shields.io/badge/platforms-macOS%20%7C%20Windows%20%7C%20Linux-green)](https://pypi.org/project/voyager) +[![Apple Silicon support for macOS and Linux (Docker)](https://img.shields.io/badge/Apple%20Silicon-macOS%20and%20Linux-brightgreen)](https://pypi.org/project/voyager) +[![Test Badge](https://github.com/spotify/voyager/actions/workflows/all.yml/badge.svg)](https://github.com/spotify/voyager/actions/workflows/all.yml) + + + + + +**_Voyager_** is a library for performing fast approximate nearest-neighbor searches on an in-memory collection of vectors. + +Voyager features bindings to both Python and Java, with feature parity and index compatibility between both languages. It uses the HNSW algorithm, based on [the open-source `hnswlib` package](https://github.com/nmslib/hnswlib), with numerous features added for convenience and speed. Voyager is used extensively in production at Spotify, and is queried hundreds of millions of times per day to power numerous user-facing features. + +Think of Voyager like [Sparkey](https://github.com/spotify/sparkey), but for vector/embedding data; or like [Annoy](https://github.com/spotify/annoy), but with [much higher recall](http://ann-benchmarks.com/). It got its name because it searches through (embedding) space(s), much like [the Voyager interstellar probes](https://en.wikipedia.org/wiki/Voyager_program) launched by NASA in 1977. + +[![Python Documentation](https://img.shields.io/badge/Python%20Documentation-on%20github.io-brightgreen)](https://spotify.github.io/voyager/python) +[![Java Documentation](https://img.shields.io/badge/Java%20Documentation-on%20github.io-brightgreen)](https://spotify.github.io/voyager/java) + + +### License +Voyager is copyright 2022-2025 Spotify AB. + +Voyager is licensed under the [Apache 2 License]([https://www.gnu.org/licenses/gpl-3.0.en.html](https://www.apache.org/licenses/LICENSE-2.0)). + + + \ No newline at end of file diff --git a/python/dev-requirements.txt b/python/dev-requirements.txt index f6f333c2..237560d9 100644 --- a/python/dev-requirements.txt +++ b/python/dev-requirements.txt @@ -1,7 +1,5 @@ -r test-requirements.txt numpy -pybind11 -pybind11-stubgen==0.16.2 ruff psutil mypy diff --git a/python/pyproject.toml b/python/pyproject.toml index e00b3fb8..ed15f41c 100644 --- a/python/pyproject.toml +++ b/python/pyproject.toml @@ -1,9 +1,51 @@ [build-system] -requires = [ - "setuptools>=42", - "wheel", - "numpy>=1.10.0", - "pybind11>=2.0", +requires = ["scikit-build-core >=0.4.3", "nanobind >=1.3.2"] +build-backend = "scikit_build_core.build" + +[project] +name = "voyager" +version = "2.0.10" +description = "Easy-to-use, fast, simple multi-platform approximate nearest-neighbor search library." +readme = "README.md" +requires-python = ">=3.8" +authors = [ + { name = "Peter Sobot", email = "psobot@spotify.com" }, +] +classifiers = [ + "Development Status :: 5 - Production/Stable", + "License :: OSI Approved :: Apache Software License", + "Operating System :: MacOS", + "Operating System :: Microsoft :: Windows", + "Operating System :: POSIX :: Linux", + "Programming Language :: C++", + "Programming Language :: Python", + "Topic :: Database :: Database Engines/Servers", + "Programming Language :: Python :: 3.7", + "Programming Language :: Python :: 3.8", + "Programming Language :: Python :: 3.9", + "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", ] +# Optional: runtime dependency specification +# dependencies = [ "cryptography >=41.0" ] + +[project.urls] +Homepage = "https://github.com/spotify/voyager" + +[tool.scikit-build] +# Protect the configuration against future changes in scikit-build-core +minimum-version = "0.4" + +# Setuptools-style build caching in a local directory +build-dir = "build/{wheel_tag}" + +# Build stable ABI wheels for CPython 3.12+ +wheel.py-api = "cp312" + +[tool.ruff] +line-length = 120 -build-backend = "setuptools.build_meta" +# Needed for full C++17 support on macOS +[tool.cibuildwheel.macos.environment] +MACOSX_DEPLOYMENT_TARGET = "10.14" diff --git a/python/scripts/__init__.py b/python/scripts/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/python/scripts/generate_type_stubs_and_docs.py b/python/scripts/generate_type_stubs_and_docs.py deleted file mode 100755 index d81d0b22..00000000 --- a/python/scripts/generate_type_stubs_and_docs.py +++ /dev/null @@ -1,401 +0,0 @@ -#! /usr/bin/env python -# -# Copyright 2022-2023 Spotify AB -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -""" -Cribbed from Pedalboard as of 2023/06/14. -""" - -import os -import re -import sys -import argparse -import inspect -import typing -import shutil -import difflib -import importlib -import pathlib -import psutil -import subprocess -import traceback -from tempfile import TemporaryDirectory -from contextlib import contextmanager -from typing import Dict, List - -from pybind11_stubgen import ClassStubsGenerator, StubsGenerator -from pybind11_stubgen import main as pybind11_stubgen_main -import mypy.stubtest -from mypy.stubtest import test_stubs, parse_options as mypy_parse_options -import sphinx.ext.autodoc.importer -from sphinx.cmd.build import main as sphinx_build_main -from scripts.postprocess_type_hints import main as postprocess_type_hints_main - - -MAX_DIFF_LINE_LENGTH = 150 - - -SPHINX_REPLACEMENTS = { - # Remove any "self: ," lines: - ( - r'self' - r':.*?, ' - ): r"", - # Remove any "(self: )" lines too: - ( - r'self' - r':.*?\)' - ): r')', -} - - -def patch_mypy_stubtest(): - def patched_verify_metaclass(*args, **kwargs): - # Just ignore metaclass mismatches entirely: - return [] - - mypy.stubtest._verify_metaclass = patched_verify_metaclass - - -def patch_pybind11_stubgen(): - """ - Patch ``pybind11_stubgen`` to generate more ergonomic code for Enum-like classes. - This generates a subclass of :class:``Enum`` for each Pybind11-generated Enum, - which is not strictly correct, but produces much nicer documentation and allows - for a much more Pythonic API. - """ - - original_class_stubs_generator_new = ClassStubsGenerator.__new__ - - class EnumClassStubsGenerator(StubsGenerator): - def __init__(self, klass): - self.klass = klass - assert inspect.isclass(klass) - assert klass.__name__.isidentifier() - assert hasattr(klass, "__entries") - - self.doc_string = None - self.enum_names = [] - self.enum_values = [] - self.enum_docstrings = [] - - def get_involved_modules_names(self): - return set() - - def parse(self): - self.doc_string = self.klass.__doc__ or "" - self.doc_string = self.doc_string.split("Members:")[0] - for name, (value_object, docstring) in getattr(self.klass, "__entries").items(): - self.enum_names.append(name) - self.enum_values.append(value_object.value) - self.enum_docstrings.append(docstring) - - def to_lines(self): - result = [ - "class {class_name}(Enum):{doc_string}".format( - class_name=self.klass.__name__, - doc_string="\n" + self.format_docstring(self.doc_string) - if self.doc_string - else "", - ), - ] - for name, value, docstring in sorted( - list(zip(self.enum_names, self.enum_values, self.enum_docstrings)), - key=lambda x: x[1], - ): - result.append(f" {name} = {value} # fmt: skip") - result.append(f"{self.format_docstring(docstring or '')}") - if not self.enum_names: - result.append(self.indent("pass")) - return result - - def patched_class_stubs_generator_new(cls, klass, *args, **kwargs): - if hasattr(klass, "__entries"): - return EnumClassStubsGenerator(klass, *args, **kwargs) - else: - return original_class_stubs_generator_new(cls) - - ClassStubsGenerator.__new__ = patched_class_stubs_generator_new - - -def import_stub(stubs_path: str, module_name: str) -> typing.Any: - """ - Import a stub file (.pyi) as a regular Python module. - Note that two modules of the same name cannot (usually) be imported, - so additional care may need to be taken after using this method to - change ``sys.modules`` to avoid clobbering existing modules. - """ - sys.path_hooks.insert( - 0, - importlib.machinery.FileFinder.path_hook((importlib.machinery.SourceFileLoader, [".pyi"])), - ) - sys.path.insert(0, stubs_path) - - try: - return importlib.import_module(module_name) - finally: - sys.path.pop(0) - sys.path_hooks.pop(0) - - -def patch_sphinx_to_read_pyi(): - """ - Sphinx doesn't know how to read .pyi files, but we use .pyi files as our - "source of truth" for the public API that we expose to IDEs and our documentation. - This patch tells Sphinx how to read .pyi files, using them to replace their .py - counterparts. - """ - old_import_module = sphinx.ext.autodoc.importer.import_module - - def patch_import_module(modname: str, *args, **kwargs) -> typing.Any: - if modname in sys.modules: - return sys.modules[modname] - try: - return import_stub(".", modname) - except ImportError: - return old_import_module(modname, *args, **kwargs) - except Exception as e: - print(f"Failed to import stub module: {e}") - traceback.print_exc() - raise - - sphinx.ext.autodoc.importer.import_module = patch_import_module - - -@contextmanager -def isolated_imports(only: typing.Set[str] = {}): - """ - When used as a context manager, this function scopes all imports - that happen within it as local to the scope. - - Put another way: if you import something inside a - ``with isolated_imports()`` block, it won't be imported after - the block is done. - """ - before = list(sys.modules.keys()) - yield - for module_name in list(sys.modules.keys()): - if module_name not in before and module_name in only: - del sys.modules[module_name] - - -def remove_non_public_files(output_dir: str): - try: - shutil.rmtree(os.path.join(output_dir, ".doctrees")) - except Exception: - pass - try: - os.unlink(os.path.join(output_dir, ".buildinfo")) - except Exception: - pass - - -def trim_diff_line(x: str) -> str: - x = x.strip() - if len(x) > MAX_DIFF_LINE_LENGTH: - suffix = f" [plus {len(x) - MAX_DIFF_LINE_LENGTH:,} more characters]" - return x[: MAX_DIFF_LINE_LENGTH - len(suffix)] + suffix - else: - return x - - -def glob_matches(filename: str, globs: List[str]) -> bool: - for glob in globs: - if glob.startswith("*") and filename.lower().endswith(glob[1:].lower()): - return True - if glob in filename: - return True - return False - - -def postprocess_sphinx_output(directory: str, renames: Dict[str, str]): - """ - I've spent 7 hours of my time this weekend fighting with Sphinx. - Rather than find the "correct" way to fix this, I'm just going to - overwrite the HTML output with good old find-and-replace. - """ - for html_path in pathlib.Path(directory).rglob("*.html"): - html_contents = html_path.read_text() - for find, replace in renames.items(): - results = re.findall(find, html_contents) - if results: - html_contents = re.sub(find, replace, html_contents) - with open(html_path, "w") as f: - f.write(html_contents) - - -def main(): - parser = argparse.ArgumentParser( - description="Generate type stub files (.pyi) and Sphinx documentation for Voyager." - ) - parser.add_argument( - "--docs-output-dir", - default=os.path.join(os.path.dirname(__file__), "..", "..", "docs", "python"), - help="Output directory for documentation HTML files.", - ) - parser.add_argument( - "--docs-input-dir", - default=os.path.join("docs", "source"), - help="Input directory for Sphinx.", - ) - parser.add_argument( - "--skip-regenerating-type-hints", - action="store_true", - help="If set, don't bother regenerating or reprocessing type hint files.", - ) - parser.add_argument( - "--check", - action="store_true", - help=( - "If set, compare the existing files with those that would have been generated if this" - " script were re-run." - ), - ) - parser.add_argument( - "--skip-comparing", - nargs="*", - default=["*.js", "*.css"], - help=( - "If set and if --check is passed, the provided filenames (including '*' globs) will be" - " ignored when comparing expected file contents against actual file contents." - ), - ) - args = parser.parse_args() - - patch_mypy_stubtest() - patch_pybind11_stubgen() - patch_sphinx_to_read_pyi() - - if not args.skip_regenerating_type_hints: - with isolated_imports({"voyager"}): - # print("Generating type stubs from pure-Python code...") - # subprocess.check_call(["stubgen", "-o", tempdir, "voyager/voyager.py"]) - - # Generate .pyi stubs files from Voyager's native (Pybind11) source. - # Documentation will be copied from the Pybind11 docstrings, and these stubs - # files will be used as the "source of truth" for both IDE autocompletion - # and Sphinx documentation. - print("Generating type stubs from native code...") - pybind11_stubgen_main(["-o", "voyager", "voyager", "--no-setup-py"]) - - # Move type hints out of voyager/something_else/*: - native_dir = pathlib.Path("voyager") - native_subdir = [f for f in native_dir.glob("*") if "stubs" in f.name][0] - shutil.copytree(native_subdir, native_dir, dirs_exist_ok=True) - shutil.rmtree(native_subdir) - - # Post-process the type hints generaetd by pybind11_stubgen; we can't patch - # everything easily, so we do string manipulation after-the-fact and run ``black``. - print("Postprocessing generated type hints...") - postprocess_type_hints_main( - ["voyager", "voyager"] + (["--check"] if args.check else []) - ) - - # Run mypy.stubtest to ensure that the results are correct and nothing got missed: - if sys.version_info > (3, 6): - print("Running `mypy.stubtest` to validate stubs match...") - test_stubs( - mypy_parse_options( - [ - "voyager", - "--allowlist", - "stubtest.allowlist", - "--ignore-missing-stub", - "--ignore-unused-allowlist", - ] - ) - ) - # Re-run this same script in a fresh interpreter, but with skip_regenerating_type_hints - # enabled: - interpreter = psutil.Process(os.getpid()).exe() - # getpid returns the non-venv python path rather than your venv python path, so if this looks like a pyenv - # interpreter, use shutil instead to get the venv interpreter - if not interpreter or ".pyenv" in interpreter: - interpreter = shutil.which("python3") - subprocess.check_call([interpreter] + sys.argv + ["--skip-regenerating-type-hints"]) - return - - # Why is this necessary? I don't know, but without it, things fail. - print("Importing numpy to ensure a successful Voyager stub import...") - import numpy # noqa - - print("Importing .pyi files for our native modules...") - for modname in ["voyager"]: - import_stub(".", modname) - - print("Running Sphinx...") - if args.check: - missing_files = [] - mismatched_files = [] - with TemporaryDirectory() as tempdir: - sphinx_build_main(["-b", "html", args.docs_input_dir, tempdir, "-v", "-v", "-v"]) - postprocess_sphinx_output(tempdir, SPHINX_REPLACEMENTS) - remove_non_public_files(tempdir) - - for dirpath, _dirnames, filenames in os.walk(tempdir): - prefix = dirpath.replace(tempdir, "").lstrip(os.path.sep) - for filename in filenames: - if glob_matches(filename, args.skip_comparing): - print(f"Skipping comparison of file: {filename}") - continue - expected_path = os.path.join(tempdir, prefix, filename) - actual_path = os.path.join(args.docs_output_dir, prefix, filename) - if not os.path.isfile(actual_path): - missing_files.append(os.path.join(prefix, filename)) - else: - with open(expected_path, "rb") as e, open(actual_path, "rb") as a: - if e.read() != a.read(): - mismatched_files.append(os.path.join(prefix, filename)) - if missing_files or mismatched_files: - error_lines = [] - if missing_files: - error_lines.append( - f"{len(missing_files):,} file(s) were expected in {args.docs_output_dir}," - " but not found:" - ) - for missing_file in missing_files: - error_lines.append(f"\t{missing_file}") - if mismatched_files: - error_lines.append( - f"{len(mismatched_files):,} file(s) in {args.docs_output_dir} did not match" - " expected values:" - ) - for mismatched_file in mismatched_files: - expected_path = os.path.join(tempdir, mismatched_file) - actual_path = os.path.join(args.docs_output_dir, mismatched_file) - try: - with open(expected_path) as e, open(actual_path) as a: - diff = difflib.context_diff( - e.readlines(), - a.readlines(), - os.path.join("expected", mismatched_file), - os.path.join("actual", mismatched_file), - ) - error_lines.append("\n".join([trim_diff_line(x) for x in diff])) - except UnicodeDecodeError: - error_lines.append( - f"Binary file {mismatched_file} does not match expected contents." - ) - raise ValueError("\n".join(error_lines)) - print("Done! Generated type stubs and documentation are valid.") - else: - sphinx_build_main(["-b", "html", args.docs_input_dir, args.docs_output_dir]) - postprocess_sphinx_output(args.docs_output_dir, SPHINX_REPLACEMENTS) - remove_non_public_files(args.docs_output_dir) - print(f"Done! Commit the contents of `{args.docs_output_dir}` to Git.") - - -if __name__ == "__main__": - main() diff --git a/python/scripts/postprocess_type_hints.py b/python/scripts/postprocess_type_hints.py deleted file mode 100644 index c520972e..00000000 --- a/python/scripts/postprocess_type_hints.py +++ /dev/null @@ -1,242 +0,0 @@ -#! /usr/bin/env python -# -# Copyright 2022-2023 Spotify AB -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -""" -This script is intended to postprocess type hint (.pyi) files produced by pybind11-stubgen. - -A number of changes must be made to produce valid type hint files out-of-the-box. -Think of this as a more intelligent (or less intelligent) application of `git patch`. -""" - -import os -import io -import re -import difflib -from pathlib import Path -from collections import defaultdict -import black -import argparse - -REPO_ROOT = os.path.abspath(os.path.join(os.path.dirname(__file__), "..")) - -OMIT_FILES = [] - -# Any lines containing any of these substrings will be omitted from the voyager stubs: -OMIT_LINES_CONTAINING = [] - -REPLACEMENTS = [ - # object is a superclass of `str`, which would make these declarations ambiguous: - ("file_like: object", "file_like: typing.BinaryIO"), - # "r" is the default file open/reading mode: - ("mode: str = 'r'", r'mode: Literal["r"] = "r"'), - # ... but when using "w", "w" needs to be specified explicitly (no default): - ("mode: str = 'w'", r'mode: Literal["w"]'), - # ndarrays need to be corrected as well: - (r"numpy\.ndarray\[(.*?)\]", r"numpy.ndarray[typing.Any, numpy.dtype[\1]]"), - # None of our enums are properly detected by pybind11-stubgen: - ( - # For Python 3.6 compatibility: - r"import typing", - "\n".join( - ["import typing", "from typing_extensions import Literal", "from enum import Enum"] - ), - ), - # Remove type hints in docstrings, added unnecessarily by pybind11-stubgen - (r".*?:type:.*$", ""), - # MyPy chokes on classes that contain both __new__ and __init__. - # Remove all bare, arg-free inits: - (r"def __init__\(self\) -> None: ...", ""), - ( - "import typing", - """ -import typing - -original_overload = typing.overload -__OVERLOADED_DOCSTRINGS = {} - -def patch_overload(func): - original_overload(func) - if func.__doc__: - __OVERLOADED_DOCSTRINGS[func.__qualname__] = func.__doc__ - else: - func.__doc__ = __OVERLOADED_DOCSTRINGS.get(func.__qualname__) - if func.__doc__: - # Work around the fact that pybind11-stubgen generates - # duplicate docstrings sometimes, once for each overload: - while func.__doc__[len(func.__doc__) // 2:].strip() \\ - == func.__doc__[:-len(func.__doc__) // 2].strip(): - func.__doc__ = func.__doc__[len(func.__doc__) // 2:].strip() - return func - -typing.overload = patch_overload - """, - ), -] - -REMOVE_INDENTED_BLOCKS_STARTING_WITH = [] - - -# .pyi files usually don't care about dependent types being present in order in the file; -# but if we want to use Sphinx, our Python files need to be both lexically and semantically -# valid as regular Python files. So... -INDENTED_BLOCKS_TO_MOVE_TO_END = [] - -# Similar to above; move our enum types early in the file (after the end of __all__ = [...]) -INDENTED_BLOCKS_TO_MOVE_TO_START = [ - "class Space(Enum)", - "class StorageDataType(Enum)", -] - -LINES_TO_IGNORE_FOR_MATCH = {"from __future__ import annotations"} - - -def stub_files_match(a: str, b: str) -> bool: - a = "".join( - [x for x in a.split("\n") if x.strip() and x.strip() not in LINES_TO_IGNORE_FOR_MATCH] - ) - b = "".join( - [x for x in b.split("\n") if x.strip() and x.strip() not in LINES_TO_IGNORE_FOR_MATCH] - ) - return a == b - - -def main(args=None): - parser = argparse.ArgumentParser( - description="Post-process type hint files produced by pybind11-stubgen for Voyager." - ) - parser.add_argument( - "source_directory", - default=os.path.join(REPO_ROOT, "pybind11-stubgen-output"), - ) - parser.add_argument( - "target_directory", - default=os.path.join(REPO_ROOT, "voyager"), - ) - parser.add_argument( - "--check", - action="store_true", - help=( - "Return a non-zero exit code if files on disk don't match what this script would" - " generate." - ), - ) - args = parser.parse_args(args) - - output_file_to_source_files = defaultdict(list) - for source_path in Path(args.source_directory).rglob("*.pyi"): - output_file_to_source_files[str(source_path)].append(str(source_path)) - - for output_file_name, source_files in output_file_to_source_files.items(): - os.makedirs(os.path.dirname(output_file_name), exist_ok=True) - - print(f"Writing stub file {output_file_name}...") - - file_contents = io.StringIO() - start_of_file_contents = io.StringIO() - end_of_file_contents = io.StringIO() - for source_file in source_files: - module_name = output_file_name.replace("__init__.pyi", "").replace("/", ".").rstrip(".") - with open(source_file) as f: - in_excluded_indented_block = False - in_moved_to_start_indented_block = False - in_moved_to_end_indented_block = False - for line in f: - if all(x not in line for x in OMIT_LINES_CONTAINING): - if any(line.startswith(x) for x in REMOVE_INDENTED_BLOCKS_STARTING_WITH): - in_excluded_indented_block = True - continue - elif any(line.startswith(x) for x in INDENTED_BLOCKS_TO_MOVE_TO_END): - in_moved_to_end_indented_block = True - elif any(line.startswith(x) for x in INDENTED_BLOCKS_TO_MOVE_TO_START): - in_moved_to_start_indented_block = True - elif line.strip() and not line.startswith(" "): - in_excluded_indented_block = False - in_moved_to_end_indented_block = False - - if in_excluded_indented_block: - continue - - for _tuple in REPLACEMENTS: - if len(_tuple) == 2: - find, replace = _tuple - only_in_module = None - else: - find, replace, only_in_module = _tuple - if only_in_module and only_in_module != module_name: - continue - results = re.findall(find, line) - if results: - line = re.sub(find, replace, line) - - if in_moved_to_start_indented_block: - start_of_file_contents.write(line) - elif in_moved_to_end_indented_block: - end_of_file_contents.write(line) - else: - file_contents.write(line) - print(f"\tRead {f.tell():,} bytes of stubs from {source_file}.") - - # Append end-of-file contents at the end: - file_contents.write("\n") - file_contents.write(end_of_file_contents.getvalue()) - - # Find the end of the __all__ block (first line with only "]"): - file_contents_string = file_contents.getvalue() - start_of_file_marker = "\n]\n" - insert_index = file_contents_string.find(start_of_file_marker) - if insert_index < 0 and len(start_of_file_contents.getvalue()): - raise NotImplementedError("Couldn't find end of __all__ block to move code blocks to!") - insert_index += len(start_of_file_marker) - - file_contents_string = ( - file_contents_string[:insert_index] - + "\n" - + start_of_file_contents.getvalue() - + "\n" - + file_contents_string[insert_index:] - ) - - # Run black: - try: - output = black.format_file_contents( - file_contents_string, - fast=False, - mode=black.FileMode(is_pyi=True, line_length=100), - ) - except black.report.NothingChanged: - output = file_contents_string - - if args.check: - with open(output_file_name, "r") as f: - existing = f.read() - if not stub_files_match(existing, output): - error = f"File that would be generated ({output_file_name}) " - error += "does not match existing file!\n" - error += f"Existing file had {len(existing):,} bytes, " - error += f"expected {len(output):,} bytes.\nDiff was:\n" - diff = difflib.context_diff(existing.split("\n"), output.split("\n")) - error += "\n".join([x.strip() for x in diff]) - raise ValueError(error) - else: - with open(output_file_name, "w") as o: - o.write(output) - print(f"\tWrote {o.tell():,} bytes of stubs to {output_file_name}.") - - print("Done!") - - -if __name__ == "__main__": - main() diff --git a/python/setup.py b/python/setup.py deleted file mode 100644 index dd8368db..00000000 --- a/python/setup.py +++ /dev/null @@ -1,180 +0,0 @@ -# Copyright 2022-2023 Spotify AB -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - - -import os -import platform -import sys -from pathlib import Path - -import numpy as np -import pybind11 -import setuptools -from setuptools import Extension, setup -from setuptools.command.build_ext import build_ext - -# Find the "cpp" folder depending on where this script is run from: -for search_path in ["./cpp/src/", "../cpp/src/", "../../cpp/src/"]: - path = os.path.abspath(os.path.join(os.path.dirname(__file__), search_path)) - if os.path.exists(path): - VOYAGER_HEADERS_PATH = path - break -else: - dir_contents = os.listdir(os.getcwd()) - raise OSError( - "Unable to find the 'cpp' folder to build voyager. " - f"Current working directory is: {os.getcwd()}, directory contains: " - f"{', '.join([repr(x) for x in dir_contents[:5]])} and {len(dir_contents) - 5} more files." - ) - - -ext_modules = [ - Extension( - "voyager", - ["./bindings.cpp"], - include_dirs=[pybind11.get_include(), np.get_include(), VOYAGER_HEADERS_PATH], - libraries=[], - language="c++", - extra_objects=[], - ), -] - - -# As of Python 3.6, CCompiler has a `has_flag` method. -# cf http://bugs.python.org/issue26689 -def has_flag(compiler, flagname): - """Return a boolean indicating whether a flag name is supported on - the specified compiler. - """ - import tempfile - - with tempfile.NamedTemporaryFile("w", suffix=".cpp") as f: - f.write("int main (int argc, char **argv) { return 0; }") - try: - compiler.compile([f.name], extra_postargs=[flagname]) - except setuptools.distutils.errors.CompileError: - return False - return True - - -DEBUG = int(os.environ.get("DEBUG", "0")) == 1 -USE_ASAN = int(os.environ.get("USE_ASAN", "0")) == 1 - - -class BuildExt(build_ext): - """A custom build extension for adding compiler-specific options.""" - - compiler_flags = { - "msvc": ["/EHsc", "/O2"], - "unix": ["-O0" if DEBUG else "-O3"] + (["-g"] if DEBUG else []), - } - - linker_flags = {"unix": [], "msvc": []} - - if sys.platform == "darwin": - compiler_flags["unix"] += ["-stdlib=libc++", "-mmacosx-version-min=10.13"] - linker_flags["unix"] += ["-stdlib=libc++", "-mmacosx-version-min=10.13"] - - if USE_ASAN: - compiler_flags["unix"].append("-fsanitize=address") - compiler_flags["unix"].append("-fno-omit-frame-pointer") - linker_flags["unix"].append("-fsanitize=address") - if platform.system() == "Linux": - linker_flags["unix"].append("-shared-libasan") - - def build_extensions(self): - ct = self.compiler.compiler_type - opts = self.compiler_flags.get(ct, []) - if ct == "unix": - opts.append('-DVERSION_INFO="%s"' % self.distribution.get_version()) - opts.append("-std=c++17") - # Allow reordering floating-point operations for - # better automatic vectorization, even without -ffast-math - # See: https://simonbyrne.github.io/notes/fastmath/#flushing_subnormals_to_zero - # for why -ffast-math is not included: - opts.extend( - [ - "-fassociative-math", - "-fno-signaling-nans", - "-fno-trapping-math", - "-fno-signed-zeros", - "-freciprocal-math", - "-fno-math-errno", - ] - ) - if has_flag(self.compiler, "-fvisibility=hidden"): - opts.append("-fvisibility=hidden") - elif ct == "msvc": - opts.append('/DVERSION_INFO=\\"%s\\"' % self.distribution.get_version()) - opts.append("/std:c++17") - - for ext in self.extensions: - ext.extra_compile_args.extend(opts) - ext.extra_link_args.extend(self.linker_flags.get(ct, [])) - - build_ext.build_extensions(self) - - -current_directory = Path(__file__).resolve().parent -search_directory = current_directory -search_paths = [] -for _ in range(10): - search_paths.append(str(search_directory)) - readme = search_directory / "README.md" - if readme.exists(): - break - search_directory = search_directory.parent -else: - raise ValueError(f"Unable to find README.md. Searched: {search_paths}") - -long_description = readme.read_text("utf-8") - -# read the contents of the version.py -version = {} -exec((current_directory / "voyager" / "version.py").read_text(), version) - -setup( - name="voyager", - version=version["__version__"], - description=( - "Easy-to-use, fast, simple multi-platform approximate nearest-neighbor search library." - ), - author="Peter Sobot", - url="https://github.com/spotify/voyager", - long_description=long_description, - long_description_content_type="text/markdown", - classifiers=[ - "Development Status :: 5 - Production/Stable", - "License :: OSI Approved :: Apache Software License", - "Operating System :: MacOS", - "Operating System :: Microsoft :: Windows", - "Operating System :: POSIX :: Linux", - "Programming Language :: C++", - "Programming Language :: Python", - "Topic :: Database :: Database Engines/Servers", - "Programming Language :: Python :: 3.7", - "Programming Language :: Python :: 3.8", - "Programming Language :: Python :: 3.9", - "Programming Language :: Python :: 3.10", - "Programming Language :: Python :: 3.11", - "Programming Language :: Python :: 3.12", - ], - ext_modules=ext_modules, - install_requires=["numpy"], - cmdclass={"build_ext": BuildExt}, - zip_safe=False, - package_data={ - "voyager": ["py.typed", "*.pyi", "**/*.pyi"], - }, -) diff --git a/python/src/PythonFileLike.h b/python/src/PythonFileLike.h index 7fd2fea6..fd13a547 100644 --- a/python/src/PythonFileLike.h +++ b/python/src/PythonFileLike.h @@ -18,22 +18,22 @@ #include #include -namespace py = pybind11; +namespace nb = nanobind; namespace PythonException { // Check if there's a Python exception pending in the interpreter. inline bool isPending() { - py::gil_scoped_acquire acquire; + nb::gil_scoped_acquire acquire; return PyErr_Occurred() != nullptr; } // If an exception is pending, raise it as a C++ exception to break the current // control flow and result in an error being thrown in Python later. inline void raise() { - py::gil_scoped_acquire acquire; + nb::gil_scoped_acquire acquire; if (PyErr_Occurred()) { - py::error_already_set existingError; + nb::python_error existingError; throw existingError; } } @@ -44,47 +44,47 @@ inline void raise() { */ class PythonFileLike { public: - PythonFileLike(py::object fileLike) : fileLike(fileLike) {} + PythonFileLike(nb::object fileLike) : fileLike(fileLike) {} std::string getRepresentation() { - py::gil_scoped_acquire acquire; - return py::repr(fileLike).cast(); + nb::gil_scoped_acquire acquire; + return nb::cast(nb::repr(fileLike)); } std::optional getFilename() { // Some Python file-like objects expose a ".name" property. // If this object has that property, return its value; // otherwise return an empty optional. - py::gil_scoped_acquire acquire; + nb::gil_scoped_acquire acquire; - if (py::hasattr(fileLike, "name")) { - return py::str(fileLike.attr("name")).cast(); + if (nb::hasattr(fileLike, "name")) { + return nb::cast(nb::str(nb::handle(fileLike.attr("name")))); } else { return {}; } } bool isSeekable() { - py::gil_scoped_acquire acquire; - return fileLike.attr("seekable")().cast(); + nb::gil_scoped_acquire acquire; + return nb::cast(fileLike.attr("seekable")()); } long long getPosition() { - py::gil_scoped_acquire acquire; - return fileLike.attr("tell")().cast(); + nb::gil_scoped_acquire acquire; + return nb::cast(fileLike.attr("tell")()); } bool setPosition(long long pos) { - py::gil_scoped_acquire acquire; - if (fileLike.attr("seekable")().cast()) { + nb::gil_scoped_acquire acquire; + if (nb::cast(fileLike.attr("seekable")())) { fileLike.attr("seek")(pos); } - return fileLike.attr("tell")().cast() == pos; + return nb::cast(fileLike.attr("tell")()) == pos; } - py::object getFileLikeObject() { return fileLike; } + nb::object getFileLikeObject() { return fileLike; } protected: - py::object fileLike; + nb::object fileLike; }; diff --git a/python/src/PythonInputStream.h b/python/src/PythonInputStream.h index 2cb6a0ab..30c077c4 100644 --- a/python/src/PythonInputStream.h +++ b/python/src/PythonInputStream.h @@ -17,14 +17,14 @@ #include #include -namespace py = pybind11; - #include "PythonFileLike.h" -#include +#include "cpp/src/StreamUtils.h" + +namespace nb = nanobind; -bool isReadableFileLike(py::object fileLike) { - return py::hasattr(fileLike, "read") && py::hasattr(fileLike, "seek") && - py::hasattr(fileLike, "tell") && py::hasattr(fileLike, "seekable"); +bool isReadableFileLike(nb::object fileLike) { + return nb::hasattr(fileLike, "read") && nb::hasattr(fileLike, "seek") && + nb::hasattr(fileLike, "tell") && nb::hasattr(fileLike, "seekable"); } /** @@ -38,33 +38,33 @@ class PythonInputStream : public InputStream, PythonFileLike { // hundreds of GB at once, which would allocate 2x that amount. static constexpr long long MAX_BUFFER_SIZE = 1024 * 1024 * 100; - PythonInputStream(py::object fileLike) : PythonFileLike(fileLike) { + PythonInputStream(nb::object fileLike) : PythonFileLike(fileLike) { if (!isReadableFileLike(fileLike)) { - throw py::type_error("Expected a file-like object (with read, seek, " + throw nb::type_error("Expected a file-like object (with read, seek, " "seekable, and tell methods)."); } } bool isSeekable() { - py::gil_scoped_acquire acquire; - return fileLike.attr("seekable")().cast(); + nb::gil_scoped_acquire acquire; + return nb::cast(fileLike.attr("seekable")()); } long long getTotalLength() { - py::gil_scoped_acquire acquire; + nb::gil_scoped_acquire acquire; // TODO: Try reading a couple of Python properties that may contain the // total length: urllib3.response.HTTPResponse provides `length_remaining`, // for instance - if (!fileLike.attr("seekable")().cast()) { + if (!nb::cast(fileLike.attr("seekable")())) { return -1; } if (totalLength == -1) { - long long pos = fileLike.attr("tell")().cast(); + long long pos = nb::cast(fileLike.attr("tell")()); fileLike.attr("seek")(0, 2); - totalLength = fileLike.attr("tell")().cast(); + totalLength = nb::cast(fileLike.attr("tell")()); fileLike.attr("seek")(pos, 0); } @@ -72,15 +72,15 @@ class PythonInputStream : public InputStream, PythonFileLike { } long long read(char *buffer, long long bytesToRead) { - py::gil_scoped_acquire acquire; + nb::gil_scoped_acquire acquire; if (buffer == nullptr) { - throw py::buffer_error( + throw nb::buffer_error( "C++ code attempted to read from a Python file-like object into a " "null destination buffer."); } if (bytesToRead < 0) { - throw py::buffer_error("C++ code attempted to read a negative number " + throw nb::buffer_error("C++ code attempted to read a negative number " "of bytes from a Python file-like object."); } @@ -100,44 +100,41 @@ class PythonInputStream : public InputStream, PythonFileLike { auto readResult = fileLike.attr("read")( std::min(MAX_BUFFER_SIZE, bytesToRead - bytesRead)); - if (!py::isinstance(readResult)) { - std::string message = "Python file-like object was expected to return " - "bytes from its read(...) method, but " - "returned " + - py::str(readResult.get_type().attr("__name__")) - .cast() + - "."; - - if (py::hasattr(fileLike, "mode") && - py::str(fileLike.attr("mode")).cast() == "r") { + if (!nb::isinstance(readResult)) { + std::string message = + "Python file-like object was expected to return " + "bytes from its read(...) method, but " + "returned " + + nb::cast( + nb::str(nb::handle(readResult.type().attr("__name__")))) + + "."; + + if (nb::hasattr(fileLike, "mode") && + nb::cast(nb::str(nb::handle(fileLike.attr("mode")))) == + "r") { message += " (Try opening the stream in \"rb\" mode instead of " "\"r\" mode if possible.)"; } - throw py::type_error(message); + throw nb::type_error(message.c_str()); return 0; } - py::bytes bytesObject = readResult.cast(); - char *pythonBuffer = nullptr; - py::ssize_t pythonLength = 0; - - if (PYBIND11_BYTES_AS_STRING_AND_SIZE(bytesObject.ptr(), &pythonBuffer, - &pythonLength)) { - throw py::buffer_error( - "Internal error: failed to read bytes from bytes object!"); - } + nb::bytes bytesObject = nb::cast(readResult); + const char *pythonBuffer = bytesObject.c_str(); + nb::ssize_t pythonLength = bytesObject.size(); if (!buffer && pythonLength > 0) { - throw py::buffer_error("Internal error: bytes pointer is null, but a " + throw nb::buffer_error("Internal error: bytes pointer is null, but a " "non-zero number of bytes were returned!"); } if (bytesRead + pythonLength > bytesToRead) { - throw py::buffer_error( - "Python returned " + std::to_string(pythonLength) + - " bytes, but only " + std::to_string(bytesToRead - bytesRead) + - " bytes were requested."); + throw nb::buffer_error( + ("Python returned " + std::to_string(pythonLength) + + " bytes, but only " + std::to_string(bytesToRead - bytesRead) + + " bytes were requested.") + .c_str()); } if (buffer && pythonLength > 0) { @@ -154,7 +151,7 @@ class PythonInputStream : public InputStream, PythonFileLike { } bool isExhausted() { - py::gil_scoped_acquire acquire; + nb::gil_scoped_acquire acquire; if (lastReadWasSmallerThanExpected) { return true; @@ -164,15 +161,15 @@ class PythonInputStream : public InputStream, PythonFileLike { } long long getPosition() { - py::gil_scoped_acquire acquire; + nb::gil_scoped_acquire acquire; - return fileLike.attr("tell")().cast() - peekValue.size(); + return nb::cast(fileLike.attr("tell")()) - peekValue.size(); } bool setPosition(long long pos) { - py::gil_scoped_acquire acquire; + nb::gil_scoped_acquire acquire; - if (fileLike.attr("seekable")().cast()) { + if (nb::cast(fileLike.attr("seekable")())) { fileLike.attr("seek")(pos); } diff --git a/python/src/PythonOutputStream.h b/python/src/PythonOutputStream.h index 58ca658b..40cea8ab 100644 --- a/python/src/PythonOutputStream.h +++ b/python/src/PythonOutputStream.h @@ -17,14 +17,14 @@ #include #include -namespace py = pybind11; - #include "PythonFileLike.h" -#include +#include "cpp/src/StreamUtils.h" + +namespace nb = nanobind; -bool isWriteableFileLike(py::object fileLike) { - return py::hasattr(fileLike, "write") && py::hasattr(fileLike, "seek") && - py::hasattr(fileLike, "tell") && py::hasattr(fileLike, "seekable"); +bool isWriteableFileLike(nb::object fileLike) { + return nb::hasattr(fileLike, "write") && nb::hasattr(fileLike, "seek") && + nb::hasattr(fileLike, "tell") && nb::hasattr(fileLike, "seekable"); } /** @@ -35,29 +35,28 @@ class PythonOutputStream : public OutputStream, public PythonFileLike { public: static constexpr unsigned long long MAX_BUFFER_SIZE = 1024 * 1024 * 100; - PythonOutputStream(py::object fileLike) : PythonFileLike(fileLike) { + PythonOutputStream(nb::object fileLike) : PythonFileLike(fileLike) { if (!isWriteableFileLike(fileLike)) { - throw py::type_error("Expected a file-like object (with write, seek, " + throw nb::type_error("Expected a file-like object (with write, seek, " "seekable, and tell methods)."); } } virtual void flush() override { - py::gil_scoped_acquire acquire; - if (py::hasattr(fileLike, "flush")) { + nb::gil_scoped_acquire acquire; + if (nb::hasattr(fileLike, "flush")) { fileLike.attr("flush")(); } } virtual bool write(const char *ptr, unsigned long long numBytes) override { - py::gil_scoped_acquire acquire; + nb::gil_scoped_acquire acquire; for (unsigned long long i = 0; i < numBytes; i += MAX_BUFFER_SIZE) { unsigned long long chunkSize = std::min(numBytes - i, MAX_BUFFER_SIZE); - int bytesWritten = - fileLike.attr("write")(py::bytes((const char *)ptr, chunkSize)) - .cast(); + int bytesWritten = nb::cast( + fileLike.attr("write")(nb::bytes((const char *)ptr, chunkSize))); if (bytesWritten < 0) return false; diff --git a/python/bindings.cpp b/python/src/bindings.cpp similarity index 78% rename from python/bindings.cpp rename to python/src/bindings.cpp index bd5158d4..d2f5ebcf 100644 --- a/python/bindings.cpp +++ b/python/src/bindings.cpp @@ -15,45 +15,53 @@ #include #include #include +#include #include -#include -#include -#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include #include #include #include -#include "src/PythonInputStream.h" -#include "src/PythonOutputStream.h" -#include +#include "PythonInputStream.h" +#include "PythonOutputStream.h" +#include "cpp/src/TypedIndex.h" -namespace py = pybind11; -using namespace pybind11::literals; // needed to bring in _a literal +namespace nb = nanobind; +using namespace nanobind::literals; // needed to bring in _a literal /** * Convert a PyArray (i.e.: numpy.ndarray) to a C++ NDArray. * This function copies the data from the PyArray into a new NDArray. */ template -NDArray pyArrayToNDArray(py::array_t input) { - py::buffer_info inputInfo = input.request(); - - if (inputInfo.ndim != Dims) { +NDArray pyArrayToNDArray(nb::ndarray &input) { + if (input.ndim() != Dims) { throw std::domain_error("Input array was expected to have rank " + std::to_string(Dims) + ", but had rank " + - std::to_string(inputInfo.ndim) + "."); + std::to_string(input.ndim()) + "."); } std::array shape; for (int i = 0; i < Dims; i++) { - shape[i] = inputInfo.shape[i]; + shape[i] = input.shape(i); } NDArray output = NDArray(shape); - T *inputPtr = static_cast(inputInfo.ptr); + const T *inputPtr = static_cast(input.data()); { - py::gil_scoped_release release; + nb::gil_scoped_release release; std::copy(inputPtr, inputPtr + output.data.size(), output.data.begin()); } @@ -66,47 +74,33 @@ NDArray pyArrayToNDArray(py::array_t input) { * refactored. */ template -py::array_t ndArrayToPyArray(NDArray input) { - py::array_t output(input.shape); - T *outputPtr = static_cast(const_cast(output.data())); - - size_t numOutputElements = 1; - for (size_t i = 0; i < input.shape.size(); i++) { - numOutputElements *= input.shape[i]; - } - if (input.data.size() != numOutputElements) { - throw std::runtime_error("Internal error: NDArray input size (" + - std::to_string(input.data.size()) + - " elements) does not match output shape: (" + - std::to_string(numOutputElements) + " elements)."); - } - - { - py::gil_scoped_release release; - std::copy(input.data.begin(), input.data.end(), outputPtr); +nb::ndarray ndArrayToPyArray(NDArray input) { + T *outputPtr = new T[input.data.size()]; + std::copy(input.data.begin(), input.data.end(), outputPtr); + nb::capsule owner(outputPtr, [](void *p) noexcept { delete[] (float *)p; }); + size_t shape[Dims]; + for (int i = 0; i < Dims; i++) { + shape[i] = input.shape[i]; } - - return output; + return nb::ndarray(outputPtr, Dims, shape, owner); }; /** * Convert a PyArray (i.e.: numpy.ndarray) to a C++ std::vector. * This function copies the data from the PyArray into a new vector. */ -template std::vector pyArrayToVector(py::array_t input) { - py::buffer_info inputInfo = input.request(); - - if (inputInfo.ndim != 1) { +template std::vector pyArrayToVector(nb::ndarray &input) { + if (input.ndim() != 1) { throw std::domain_error( "Input array was expected to have one dimension, but had " + - std::to_string(inputInfo.ndim) + " dimensions."); + std::to_string(input.ndim()) + " dimensions."); } - std::vector output(inputInfo.shape[0]); + std::vector output(input.shape(0)); - T *inputPtr = static_cast(inputInfo.ptr); + const T *inputPtr = static_cast(input.data()); { - py::gil_scoped_release release; + nb::gil_scoped_release release; std::copy(inputPtr, inputPtr + output.size(), output.begin()); } @@ -117,16 +111,12 @@ template std::vector pyArrayToVector(py::array_t input) { * Convert a C++ std::vector into a PyArray (i.e.: numpy.ndarray). * This function copies the data, but may not have to. */ -template py::array_t vectorToPyArray(std::vector input) { - py::array_t output({(long)input.size()}); - T *outputPtr = static_cast(const_cast(output.data())); - - { - py::gil_scoped_release release; - std::copy(input.begin(), input.end(), outputPtr); - } - - return output; +template +nb::ndarray vectorToPyArray(std::vector input) { + T *data = new T[input.size()]; + std::copy(input.begin(), input.end(), data); + nb::capsule owner(data, [](void *p) noexcept { delete[] (float *)p; }); + return nb::ndarray(data, {input.size()}, owner); }; /** @@ -142,8 +132,8 @@ class LabelSetView { std::unordered_map const ↦ }; -inline void init_LabelSetView(py::module &m) { - py::class_( +inline void init_LabelSetView(nb::module_ &m) { + nb::class_( m, "LabelSetView", "A read-only set-like object containing 64-bit integers. Use this object " "like a regular Python :py:class:`set` object, by either iterating " @@ -165,55 +155,66 @@ inline void init_LabelSetView(py::module &m) { // every time next(iter(...)) is called. std::vector ids; { - py::gil_scoped_release release; + nb::gil_scoped_release release; ids.reserve(self.map.size()); for (auto const &kv : self.map) { ids.push_back(kv.first); } } - return py::cast(ids).attr("__iter__")(); + return nb::cast(ids).attr("__iter__")(); }) .def( "__contains__", [](LabelSetView &self, hnswlib::labeltype element) { return self.map.find(element) != self.map.end(); }, - py::arg("id")) + nb::arg("id")) .def( "__contains__", - [](LabelSetView &, const py::object &) { return false; }, - py::arg("id")); + [](LabelSetView &, const nb::object &) { return false; }, + nb::arg("id")); } template > -inline void register_index_class(py::module &m, std::string className, +inline void register_index_class(nb::module_ &m, std::string className, std::string docstring) { - auto klass = - py::class_, Index, - std::shared_ptr>>( - m, className.c_str(), docstring.c_str()); - - klass.def(py::init(), - py::arg("space"), py::arg("num_dimensions"), py::arg("M") = 16, - py::arg("ef_construction") = 200, py::arg("random_seed") = 1, - py::arg("max_elements") = 1, "Create a new, empty index."); - - klass.def("__repr__", [className](const Index &index) { - return ""; - }); + nb::class_, Index>( + m, className.c_str(), docstring.c_str()) + .def( + "__init__", + []( + // TypedIndex *self, + const nb::object *self, const SpaceType space, + const int num_dimensions, const size_t M, + const size_t ef_construction, const size_t random_seed, + const size_t max_elements, + const StorageDataType storageDataType) { + // new (self) TypedIndex( + // space, num_dimensions, M, ef_construction, random_seed, + // max_elements); + }, + nb::arg("space"), nb::arg("num_dimensions"), nb::arg("M") = 16, + nb::arg("ef_construction") = 200, nb::arg("random_seed") = 1, + nb::arg("max_elements") = 1, + nb::arg("storage_data_type") = StorageDataType::Float32, + "Create a new, empty index.") + .def("__repr__", [className](const Index &index) { + return ""; + }); }; -PYBIND11_MODULE(voyager, m) { - py::register_exception(m, "RecallError"); +NB_MODULE(voyager_ext, m) { + nb::exception(m, "RecallError"); + + m.attr("version") = nb::make_tuple(2, 1, 0); init_LabelSetView(m); - py::enum_( + nb::enum_( m, "Space", "The method used to calculate the distance between vectors.") .value("Euclidean", SpaceType::Euclidean, "Euclidean distance; also known as L2 distance. The square root " @@ -224,7 +225,7 @@ PYBIND11_MODULE(voyager, m) { .value("InnerProduct", SpaceType::InnerProduct, "Inner product distance.") .export_values(); - py::enum_(m, "StorageDataType", + nb::enum_(m, "StorageDataType", R"( The data type used to store vectors in memory and on-disk. @@ -248,24 +249,18 @@ memory usage and index size by a factor of 4 compared to :py:class:`Float32`. "correct ordering between results.") .export_values(); - py::class_( + nb::class_( m, "E4M3T", "An 8-bit floating point data type with reduced precision and range. " "This class wraps a C++ struct and should probably not be used directly.") - .def(py::init([](float input) { - E4M3 v(input); - return v; - }), + .def(nb::init(), "Create an E4M3 number given a floating-point value. If out of " "range, the value will be clipped.", - py::arg("value")) - .def(py::init([](int sign, int exponent, int mantissa) { - E4M3 v(sign, exponent, mantissa); - return v; - }), + nb::arg("value")) + .def(nb::init(), "Create an E4M3 number given a sign, exponent, and mantissa. If out " "of range, the values will be clipped.", - py::arg("sign"), py::arg("exponent"), py::arg("mantissa")) + nb::arg("sign"), nb::arg("exponent"), nb::arg("mantissa")) .def_static( "from_char", [](int c) { @@ -275,7 +270,7 @@ memory usage and index size by a factor of 4 compared to :py:class:`Float32`. E4M3 v(static_cast(c)); return v; }, - "Create an E4M3 number given a raw 8-bit value.", py::arg("value")) + "Create an E4M3 number given a raw 8-bit value.", nb::arg("value")) .def( "__float__", [](E4M3 &self) { return (float)self; }, "Cast the given E4M3 number to a float.") @@ -293,33 +288,33 @@ memory usage and index size by a factor of 4 compared to :py:class:`Float32`. ss << ">"; return ss.str(); }) - .def_property_readonly( + .def_prop_ro( "sign", [](E4M3 &self) { return self.sign; }, "The sign bit from this E4M3 number. Will be ``1`` if the number is " "negative, ``0`` otherwise.") - .def_property_readonly( + .def_prop_ro( "exponent", [](E4M3 &self) { return self.effectiveExponent(); }, "The effective exponent of this E4M3 number, expressed as " "an integer.") - .def_property_readonly( + .def_prop_ro( "raw_exponent", [](E4M3 &self) { return self.exponent; }, "The raw value of the exponent part of this E4M3 number, expressed " "as an integer.") - .def_property_readonly( + .def_prop_ro( "mantissa", [](E4M3 &self) { return self.effectiveMantissa(); }, "The effective mantissa (non-exponent part) of this E4M3 number, " "expressed as an integer.") - .def_property_readonly( + .def_prop_ro( "raw_mantissa", [](E4M3 &self) { return self.mantissa; }, "The raw value of the mantissa (non-exponent part) of this E4M3 " "number, expressed as a floating point value.") - .def_property_readonly( + .def_prop_ro( "size", [](E4M3 &self) { return sizeof(self); }, "The number of bytes used to represent this (C++) instance in " "memory."); - auto index = py::class_>(m, "Index", - R"( + auto index = nb::class_(m, "Index", + R"( A nearest-neighbor search index containing vector data (i.e. lists of floating-point values, each list labeled with a single integer ID). @@ -391,13 +386,20 @@ of three classes: index.def( "add_item", - [](Index &index, py::array_t vector, std::optional _id) { - auto stdArray = pyArrayToVector(vector); - - py::gil_scoped_release release; + [](Index &index, + std::variant, std::vector> vector, + std::optional _id) { + std::vector stdArray; + if (std::holds_alternative>(vector)) { + stdArray = + pyArrayToVector(std::get>(vector)); + } else { + stdArray = std::get>(vector); + } + nb::gil_scoped_release release; return index.addItem(stdArray, _id); }, - py::arg("vector"), py::arg("id") = py::none(), R"( + nb::arg("vector"), nb::arg("id") = nb::none(), R"( Add a vector to this index. Args: @@ -422,16 +424,16 @@ Add a vector to this index. index.def( "add_items", - [](Index &index, py::array_t vectors, + [](Index &index, nb::ndarray vectors, std::optional> _ids, int num_threads) { std::vector empty; auto ndArray = pyArrayToNDArray(vectors); - py::gil_scoped_release release; + nb::gil_scoped_release release; return index.addItems(ndArray, (_ids ? *_ids : empty), num_threads); }, - py::arg("vectors"), py::arg("ids") = py::none(), - py::arg("num_threads") = -1, + nb::arg("vectors"), nb::arg("ids") = nb::none(), + nb::arg("num_threads") = -1, R"( Add multiple vectors to this index simultaneously. @@ -464,14 +466,31 @@ as passing a batch of vectors helps avoid Python's Global Interpreter Lock. //////////////////////////////////////////////////////////////////////////////////////////////////// index.def( "query", - [](Index &index, py::array_t input, size_t k = 1, - int num_threads = -1, long queryEf = -1) { - int inputNDim = input.request().ndim; + [](Index &index, + std::variant, std::vector> &_input, + size_t k = 1, int num_threads = -1, long queryEf = -1) { + // Treat a single vector as a 1D array: + if (std::holds_alternative>(_input)) { + std::vector stdArray = std::get>(_input); + + auto idsAndDistances = index.query(stdArray, k, queryEf); + std::tuple, + nb::ndarray> + output = {vectorToPyArray( + std::get<0>(idsAndDistances)), + vectorToPyArray(std::get<1>(idsAndDistances))}; + return output; + } + + nb::ndarray input = std::get>(_input); + + int inputNDim = input.ndim(); switch (inputNDim) { case 1: { auto idsAndDistances = index.query(pyArrayToVector(input), k, queryEf); - std::tuple, py::array_t> + std::tuple, + nb::ndarray> output = {vectorToPyArray( std::get<0>(idsAndDistances)), vectorToPyArray(std::get<1>(idsAndDistances))}; @@ -480,7 +499,8 @@ as passing a batch of vectors helps avoid Python's Global Interpreter Lock. case 2: { auto idsAndDistances = index.query(pyArrayToNDArray(input), k, num_threads, queryEf); - std::tuple, py::array_t> + std::tuple, + nb::ndarray> output = { ndArrayToPyArray( std::get<0>(idsAndDistances)), @@ -494,8 +514,8 @@ as passing a batch of vectors helps avoid Python's Global Interpreter Lock. std::to_string(inputNDim) + " dimensions."); } }, - py::arg("vectors"), py::arg("k") = 1, py::arg("num_threads") = -1, - py::arg("query_ef") = -1, R"( + nb::arg("vectors"), nb::arg("k") = 1, nb::arg("num_threads") = -1, + nb::arg("query_ef") = -1, R"( Query this index to retrieve the ``k`` nearest neighbors of the provided vectors. Args: @@ -563,27 +583,27 @@ Query with multiple vectors simultaneously:: //////////////////////////////////////////////////////////////////////////////////////////////////// // Property Methods //////////////////////////////////////////////////////////////////////////////////////////////////// - index.def_property_readonly("space", &Index::getSpace, - "Return the :py:class:`Space` used to calculate " - "distances between vectors."); + index.def_prop_ro("space", &Index::getSpace, + "Return the :py:class:`Space` used to calculate " + "distances between vectors."); - index.def_property_readonly("num_dimensions", &Index::getNumDimensions, R"( + index.def_prop_ro("num_dimensions", &Index::getNumDimensions, R"( The number of dimensions in each vector stored by this index. )"); - index.def_property_readonly("M", &Index::getM, R"( + index.def_prop_ro("M", &Index::getM, R"( The number of connections between nodes in the tree's internal data structure. Larger values give better recall, but use more memory. This parameter cannot be changed after the index is instantiated.)"); - index.def_property_readonly("ef_construction", &Index::getEfConstruction, R"( + index.def_prop_ro("ef_construction", &Index::getEfConstruction, R"( The number of vectors that this index searches through when inserting a new vector into the index. Higher values make index construction slower, but give better recall. This parameter cannot be changed after the index is instantiated.)"); - index.def_property("max_elements", &Index::getMaxElements, - &Index::resizeIndex, R"( + index.def_prop_rw("max_elements", &Index::getMaxElements, &Index::resizeIndex, + R"( The maximum number of elements that can be stored in this index. If :py:attr:`max_elements` is much larger than @@ -600,12 +620,12 @@ Note that assigning to this property is functionally identical to calling :py:meth:`resize`. )"); - index.def_property_readonly("storage_data_type", &Index::getStorageDataType, - R"( + index.def_prop_ro("storage_data_type", &Index::getStorageDataType, + R"( The :py:class:`StorageDataType` used to store vectors in this :py:class:`Index`. )"); - index.def_property_readonly("num_elements", &Index::getNumElements, R"( + index.def_prop_ro("num_elements", &Index::getNumElements, R"( The number of elements (vectors) currently stored in this index. Note that the number of elements will not decrease if any elements are @@ -613,11 +633,11 @@ deleted from the index; those deleted elements simply become invisible.)"); index.def( "get_vector", - [](Index &index, size_t _id) { + [](Index &index, size_t _id) -> nb::ndarray { return ndArrayToPyArray(NDArray( index.getVector(_id), {(int)index.getNumDimensions()})); }, - py::arg("id"), R"( + nb::arg("id"), R"( Get the vector stored in this index at the provided integer ID. If no such vector exists, a :py:exc:`KeyError` will be thrown. @@ -638,7 +658,7 @@ If no such vector exists, a :py:exc:`KeyError` will be thrown. [](Index &index, std::vector _ids) { return ndArrayToPyArray(index.getVectors(_ids)); }, - py::arg("ids"), R"( + nb::arg("ids"), R"( Get one or more vectors stored in this index at the provided integer IDs. If one or more of the provided IDs cannot be found in the index, a :py:exc:`KeyError` will be thrown. @@ -649,7 +669,7 @@ If one or more of the provided IDs cannot be found in the index, a originally added to this index. )"); - index.def_property_readonly( + index.def_prop_ro( "ids", [](Index &index) { return std::make_unique(index.getIDsMap()); @@ -680,12 +700,23 @@ specific integer ID in this index:: R"( Get the distance between two provided vectors. The vectors must share the dimensionality of the index. )", - py::arg("a"), py::arg("b")); + nb::arg("a"), nb::arg("b")); + + index.def( + "get_distance", + [](Index &index, nb::ndarray a, nb::ndarray b) { + return index.getDistance(pyArrayToVector(a), + pyArrayToVector(b)); + }, + R"( +Get the distance between two provided vectors. The vectors must share the dimensionality of the index. +)", + nb::arg("a"), nb::arg("b")); //////////////////////////////////////////////////////////////////////////////////////////////////// // Index Modifier Methods/Attributes //////////////////////////////////////////////////////////////////////////////////////////////////// - index.def_property("ef", &Index::getEF, &Index::setEF, R"( + index.def_prop_rw("ef", &Index::getEF, &Index::setEF, R"( The default number of vectors to search through when calling :py:meth:`query`. Higher values make queries slower, but give better recall. @@ -700,7 +731,7 @@ Higher values make queries slower, but give better recall. )"); - index.def("mark_deleted", &Index::markDeleted, py::arg("id"), R"( + index.def("mark_deleted", &Index::markDeleted, nb::arg("id"), R"( Mark an ID in this index as deleted. Deleted IDs will not show up in the results of calls to :py:meth:`query`, @@ -734,14 +765,14 @@ but will still take up space in the index, and will slow down queries. index.attr("__delitem__") = index.attr("mark_deleted"); - index.def("unmark_deleted", &Index::unmarkDeleted, py::arg("id"), R"( + index.def("unmark_deleted", &Index::unmarkDeleted, nb::arg("id"), R"( Unmark an ID in this index as deleted. Once unmarked as deleted, an existing ID will show up in the results of calls to :py:meth:`query` again. )"); - index.def("resize", &Index::resizeIndex, py::arg("new_size"), R"( + index.def("resize", &Index::resizeIndex, nb::arg("new_size"), R"( Resize this index, allocating space for up to ``new_size`` elements to be stored. This changes the :py:attr:`max_elements` property and may cause this :py:class:`Index` object to use more memory. This is a fairly @@ -774,31 +805,32 @@ one or more chunks of data (of up to 100MB each) to the provided object for writ index.def( "save", [](Index &index, std::string filePath) { - py::gil_scoped_release release; + nb::gil_scoped_release release; index.saveIndex(filePath); }, - py::arg("output_path"), SAVE_DOCSTRING); + nb::arg("output_path"), SAVE_DOCSTRING); index.def( "save", - [](Index &index, py::object filelike) { + [](Index &index, nb::object filelike) { auto outputStream = std::make_shared(filelike); - py::gil_scoped_release release; + nb::gil_scoped_release release; index.saveIndex(outputStream); }, - py::arg("file_like"), SAVE_DOCSTRING); + nb::arg("file_like"), SAVE_DOCSTRING); index.def( "as_bytes", [](Index &index) { auto outputStream = std::make_shared(); { - py::gil_scoped_release release; + nb::gil_scoped_release release; index.saveIndex(outputStream); } - return py::bytes(outputStream->getValue()); + std::string bytes = outputStream->getValue(); + return nb::bytes(bytes.data(), bytes.size()); }, R"( Returns the contents of this index as a :py:class:`bytes` object. The resulting object @@ -829,7 +861,7 @@ into memory again. auto &map = self.getIDsMap(); return map.find(element) != map.end(); }, - py::arg("id"), + nb::arg("id"), R"( Check to see if a provided vector's ID is present in this index. @@ -871,11 +903,11 @@ Use the ``len`` operator to call this method:: index.def_static( "__new__", - [](const py::object *, const SpaceType space, const int num_dimensions, + [](const nb::object *, const SpaceType space, const int num_dimensions, const size_t M, const size_t ef_construction, const size_t random_seed, const size_t max_elements, const StorageDataType storageDataType) -> std::shared_ptr { - py::gil_scoped_release release; + nb::gil_scoped_release release; switch (storageDataType) { case StorageDataType::E4M3: return std::make_shared>( @@ -894,10 +926,10 @@ Use the ``len`` operator to call this method:: throw std::runtime_error("Unknown storage data type received!"); } }, - py::arg("cls"), py::arg("space"), py::arg("num_dimensions"), - py::arg("M") = 12, py::arg("ef_construction") = 200, - py::arg("random_seed") = 1, py::arg("max_elements") = 1, - py::arg("storage_data_type") = StorageDataType::Float32, + nb::arg("cls"), nb::arg("space"), nb::arg("num_dimensions"), + nb::arg("M") = 12, nb::arg("ef_construction") = 200, + nb::arg("random_seed") = 1, nb::arg("max_elements") = 1, + nb::arg("storage_data_type") = StorageDataType::Float32, R"( Create a new Voyager nearest-neighbor search index with the provided arguments. @@ -931,7 +963,7 @@ of Voyager prior to v1.3. [](const std::string filename, const SpaceType space, const int num_dimensions, const StorageDataType storageDataType) -> std::shared_ptr { - py::gil_scoped_release release; + nb::gil_scoped_release release; auto inputStream = std::make_shared(filename); std::unique_ptr metadata = @@ -977,33 +1009,34 @@ of Voyager prior to v1.3. throw std::runtime_error("Unknown storage data type received!"); } }, - py::arg("filename"), py::arg("space"), py::arg("num_dimensions"), - py::arg("storage_data_type") = StorageDataType::Float32, LOAD_DOCSTRING); + nb::arg("filename"), nb::arg("space"), nb::arg("num_dimensions"), + nb::arg("storage_data_type") = StorageDataType::Float32, LOAD_DOCSTRING); index.def_static( "load", [](const std::string filename) -> std::shared_ptr { - py::gil_scoped_release release; + nb::gil_scoped_release release; return loadTypedIndexFromStream( std::make_shared(filename)); }, - py::arg("filename"), LOAD_DOCSTRING); + nb::arg("filename"), LOAD_DOCSTRING); index.def_static( "load", - [](const py::object filelike, const SpaceType space, + [](const nb::object filelike, const SpaceType space, const int num_dimensions, const StorageDataType storageDataType) -> std::shared_ptr { if (!isReadableFileLike(filelike)) { - throw py::type_error( - "Expected either a filename or a file-like object (with " - "read, seek, seekable, and tell methods), but received: " + - filelike.attr("__repr__")().cast()); + throw nb::type_error( + ("Expected either a filename or a file-like object (with " + "read, seek, seekable, and tell methods), but received: " + + nb::cast(filelike.attr("__repr__")())) + .c_str()); } auto inputStream = std::make_shared(filelike); - py::gil_scoped_release release; + nb::gil_scoped_release release; std::unique_ptr metadata = voyager::Metadata::loadFromStream(inputStream); @@ -1047,23 +1080,24 @@ of Voyager prior to v1.3. throw std::runtime_error("Unknown storage data type received!"); } }, - py::arg("file_like"), py::arg("space"), py::arg("num_dimensions"), - py::arg("storage_data_type") = StorageDataType::Float32, LOAD_DOCSTRING); + nb::arg("file_like"), nb::arg("space"), nb::arg("num_dimensions"), + nb::arg("storage_data_type") = StorageDataType::Float32, LOAD_DOCSTRING); index.def_static( "load", - [](const py::object filelike) -> std::shared_ptr { + [](const nb::object filelike) -> std::shared_ptr { if (!isReadableFileLike(filelike)) { - throw py::type_error( - "Expected either a filename or a file-like object (with " - "read, seek, seekable, and tell methods), but received: " + - filelike.attr("__repr__")().cast()); + throw nb::type_error( + ("Expected either a filename or a file-like object (with " + "read, seek, seekable, and tell methods), but received: " + + nb::cast(filelike.attr("__repr__")())) + .c_str()); } auto inputStream = std::make_shared(filelike); - py::gil_scoped_release release; + nb::gil_scoped_release release; return loadTypedIndexFromStream(inputStream); }, - py::arg("file_like"), LOAD_DOCSTRING); + nb::arg("file_like"), LOAD_DOCSTRING); } diff --git a/python/src/cpp b/python/src/cpp new file mode 120000 index 00000000..747405d2 --- /dev/null +++ b/python/src/cpp @@ -0,0 +1 @@ +../../cpp \ No newline at end of file diff --git a/python/src/voyager/__init__.py b/python/src/voyager/__init__.py new file mode 100644 index 00000000..65f430f6 --- /dev/null +++ b/python/src/voyager/__init__.py @@ -0,0 +1 @@ +from .voyager_ext import * # noqa: F403 diff --git a/python/tests/test_index_creation.py b/python/tests/test_index_creation.py index 5ddaa0f4..a43a2084 100644 --- a/python/tests/test_index_creation.py +++ b/python/tests/test_index_creation.py @@ -101,7 +101,7 @@ def test_create_and_query( assert labels[0] == i assert distances[0] < (distance_tolerance * num_dimensions) - labels, _ = index.query(input_data[0], k=len(ids)) + labels, _ = index.query(list(input_data[0]), k=len(ids)) assert set(ids) == set(labels) output_file = tmp_path / "index.voy" diff --git a/python/tests/test_load_indices.py b/python/tests/test_load_indices.py index ad247896..9b8f5f3d 100644 --- a/python/tests/test_load_indices.py +++ b/python/tests/test_load_indices.py @@ -143,7 +143,7 @@ def test_v1_indices_must_have_no_parameters_or_must_match(load_from_stream: bool ( b"VOYA" # Header b"\x01\x00\x00\x00" # File version - b"\x0A\x00\x00\x00" # Number of dimensions (10) + b"\x0a\x00\x00\x00" # Number of dimensions (10) b"\x00" # Space type b"\x20" + struct.pack("f", 0) # Storage data type and maximum norm @@ -153,7 +153,7 @@ def test_v1_indices_must_have_no_parameters_or_must_match(load_from_stream: bool ( b"VOYA" # Header b"\x01\x00\x00\x00" # File version - b"\x0A\x00\x00\x00" # Number of dimensions (10) + b"\x0a\x00\x00\x00" # Number of dimensions (10) b"\x00" # Space type b"\x20" # Storage data type + struct.pack("f", 0) # maximum norm @@ -178,12 +178,12 @@ def test_v1_indices_must_have_no_parameters_or_must_match(load_from_stream: bool ( b"VOYA" # Header b"\x01\x00\x00\x00" # File version - b"\x0A\x00\x00\x00" # Number of dimensions (10) + b"\x0a\x00\x00\x00" # Number of dimensions (10) b"\x00" # Space type b"\x20" # Storage data type + struct.pack("f", 0) # maximum norm + b"\x00" # Use order-preserving transform - b"\x00\x00\x00\xFF\x00\x00\x00\x00" # offsetLevel0_ + b"\x00\x00\x00\xff\x00\x00\x00\x00" # offsetLevel0_ b"\x01\x00\x00\x00\x00\x00\x00\x00" # max_elements_ b"\x01\x00\x00\x00\x00\x00\x00\x00" # cur_element_count b"\x34\x00\x00\x00\x00\x00\x00\x00" # size_data_per_element_ @@ -203,7 +203,7 @@ def test_v1_indices_must_have_no_parameters_or_must_match(load_from_stream: bool ( b"VOYA" # Header b"\x01\x00\x00\x00" # File version - b"\x0A\x00\x00\x00" # Number of dimensions (10) + b"\x0a\x00\x00\x00" # Number of dimensions (10) b"\x00" # Space type b"\x20" # Storage data type + struct.pack("f", 0) # maximum norm @@ -229,7 +229,7 @@ def test_v1_indices_must_have_no_parameters_or_must_match(load_from_stream: bool ( b"VOYA" # Header b"\x01\x00\x00\x00" # File version - b"\x0A\x00\x00\x00" # Number of dimensions (10) + b"\x0a\x00\x00\x00" # Number of dimensions (10) b"\x00" # Space type b"\x20" # Storage data type + struct.pack("f", 0) # maximum norm @@ -284,7 +284,7 @@ def test_fuzz(seed: int, with_valid_header: bool, offset_level_0: int): random_data.write( b"VOYA" # Header b"\x01\x00\x00\x00" # File version - b"\x0A\x00\x00\x00" # Number of dimensions (10) + b"\x0a\x00\x00\x00" # Number of dimensions (10) b"\x00" # Space type b"\x20" # Storage data type ) diff --git a/python/tox.ini b/python/tox.ini index 4f6f0a34..0a201149 100644 --- a/python/tox.ini +++ b/python/tox.ini @@ -1,5 +1,5 @@ [tox] -envlist = py,lint,check-formatting +envlist = py,check-formatting skipsdist = True usedevelop = True @@ -15,33 +15,17 @@ commands = [testenv:check-formatting] basepython = python3 -deps = - black - clang-format==14.0.6 +deps = ruff skip_install = true -commands = - black voyager tests --diff --check --line-length 120 +commands = ruff check src/voyager tests --diff [testenv:format] basepython = python3 -deps = - black - clang-format==14.0.6 +deps = ruff skip_install = true commands = - black voyager tests --line-length 120 - -[testenv:lint] -basepython = python3 -deps = flake8 -skip_install = true -commands = flake8 - -[flake8] -show-source = true -max-line-length = 120 -ignore = W503,E203 -exclude = .venv,.tox,.git,dist,doc,*.egg,build + ruff format --diff src/voyager tests + ruff check --fix src/voyager tests [pytest] addopts = diff --git a/python/voyager/__init__.pyi b/python/voyager/__init__.pyi deleted file mode 100644 index e64e01b9..00000000 --- a/python/voyager/__init__.pyi +++ /dev/null @@ -1,889 +0,0 @@ -from __future__ import annotations -import voyager - -import typing - -original_overload = typing.overload -__OVERLOADED_DOCSTRINGS = {} - -def patch_overload(func): - original_overload(func) - if func.__doc__: - __OVERLOADED_DOCSTRINGS[func.__qualname__] = func.__doc__ - else: - func.__doc__ = __OVERLOADED_DOCSTRINGS.get(func.__qualname__) - if func.__doc__: - # Work around the fact that pybind11-stubgen generates - # duplicate docstrings sometimes, once for each overload: - while func.__doc__[len(func.__doc__) // 2 :].strip() == func.__doc__[: -len(func.__doc__) // 2].strip(): - func.__doc__ = func.__doc__[len(func.__doc__) // 2 :].strip() - return func - -typing.overload = patch_overload - -from typing_extensions import Literal -from enum import Enum -import numpy - -_Shape = typing.Tuple[int, ...] - -__all__ = [ - "Cosine", - "E4M3", - "E4M3Index", - "E4M3T", - "Euclidean", - "Float32", - "Float8", - "Float8Index", - "FloatIndex", - "Index", - "InnerProduct", - "LabelSetView", - "Space", - "StorageDataType", -] - -class Space(Enum): - """ - The method used to calculate the distance between vectors. - """ - - Euclidean = 0 # fmt: skip - """ - Euclidean distance; also known as L2 distance. The square root of the sum of the squared differences between each element of each vector. - """ - InnerProduct = 1 # fmt: skip - """ - Inner product distance. - """ - Cosine = 2 # fmt: skip - """ - Cosine distance; also known as normalized inner product. - """ - -class StorageDataType(Enum): - """ - The data type used to store vectors in memory and on-disk. - - The :py:class:`StorageDataType` used for an :py:class:`Index` directly determines - its memory usage, disk space usage, and recall. Both :py:class:`Float8` and - :py:class:`E4M3` data types use 8 bits (1 byte) per dimension per vector, reducing - memory usage and index size by a factor of 4 compared to :py:class:`Float32`. - """ - - Float8 = 16 # fmt: skip - """ - 8-bit fixed-point decimal values. All values must be within [-1, 1.00787402]. - """ - Float32 = 32 # fmt: skip - """ - 32-bit floating point (default). - """ - E4M3 = 48 # fmt: skip - """ - 8-bit floating point with a range of [-448, 448], from the paper "FP8 Formats for Deep Learning" by Micikevicius et al. - - .. warning:: - Using E4M3 with the Cosine :py:class:`Space` may cause some queries to return negative distances due to the reduced floating-point precision. While confusing, these negative distances still result in a correct ordering between results. - """ - -Cosine: voyager.Space # value = -E4M3: voyager.StorageDataType # value = -Euclidean: voyager.Space # value = -Float32: voyager.StorageDataType # value = -Float8: voyager.StorageDataType # value = -InnerProduct: voyager.Space # value = - -class Index: - """ - A nearest-neighbor search index containing vector data (i.e. lists of - floating-point values, each list labeled with a single integer ID). - - Think of a Voyager :py:class:`Index` as a ``Dict[int, List[float]]`` - (a dictionary mapping integers to lists of floats), where a - :py:meth:`query` method allows finding the *k* nearest ``int`` keys - to a provided ``List[float]`` query vector. - - .. warning:: - Voyager is an **approximate** nearest neighbor index package, which means - that each call to the :py:meth:`query` method may return results that - are *approximately* correct. The metric used to gauge the accuracy - of a Voyager :py:meth:`query` is called - `recall `_. Recall - measures the percentage of correct results returned per - :py:meth:`query`. - - Various parameters documented below (like ``M``, ``ef_construction``, - and ``ef``) may affect the recall of queries. Usually, increasing recall - requires either increasing query latency, increasing memory usage, - increasing index creation time, or all of the above. - - - Voyager indices support insertion, lookup, and deletion of vectors. - - Calling the :py:class:`Index` constructor will return an object of one - of three classes: - - - :py:class:`FloatIndex`, which uses 32-bit precision for all data - - :py:class:`Float8Index`, which uses 8-bit fixed-point precision and requires all vectors to be within the bounds [-1, 1] - - :py:class:`E4M3Index`, which uses 8-bit floating-point precision and requires all vectors to be within the bounds [-448, 448] - - Args: - space: - The :py:class:`Space` to use to calculate the distance between vectors, - :py:class:`Space.Cosine` (cosine distance). - - The choice of distance to use usually depends on the kind of vector - data being inserted into the index. If your vectors are usually compared - by measuring the cosine distance between them, use :py:class:`Space.Cosine`. - - num_dimensions: - The number of dimensions present in each vector added to this index. - Each vector in the index must have the same number of dimensions. - - M: - The number of connections between nodes in the tree's internal data structure. - Larger values give better recall, but use more memory. This parameter cannot - be changed after the index is instantiated. - - ef_construction: - The number of vectors to search through when inserting a new vector into - the index. Higher values make index construction slower, but give better - recall. This parameter cannot be changed after the index is instantiated. - - random_seed: - The seed (initial value) of the random number generator used when - constructing this index. Byte-for-byte identical indices can be created - by setting this value to a known value and adding vectors to the index - one-at-a-time (to avoid nondeterministic ordering due to multi-threaded - insertion). - - max_elements: - The maximum size of the index at construction time. Indices can be resized - (and are automatically resized when :py:meth:`add_item` or - :py:meth:`add_items` is called) so this value is only useful if the exact - number of elements that will be added to this index is known in advance. - """ - - def __contains__(self, id: int) -> bool: - """ - Check to see if a provided vector's ID is present in this index. - - Returns true iff the provided integer ID has a corresponding (non-deleted) vector in this index. - Use the ``in`` operator to call this method:: - - 1234 in index # => returns True or False - """ - - def __len__(self) -> int: - """ - Returns the number of non-deleted vectors in this index. - - Use the ``len`` operator to call this method:: - - len(index) # => 1234 - - .. note:: - This value may differ from :py:attr:`num_elements` if elements have been deleted. - """ - - @classmethod - def __new__( - cls, - space: Space, - num_dimensions: int, - M: int = 12, - ef_construction: int = 200, - random_seed: int = 1, - max_elements: int = 1, - storage_data_type: StorageDataType = StorageDataType.Float32, - ) -> Index: - """ - Create a new Voyager nearest-neighbor search index with the provided arguments. - - See documentation for :py:meth:`Index.__init__` for details on required arguments. - """ - - def add_item( - self, - vector: numpy.ndarray[typing.Any, numpy.dtype[numpy.float32]], - id: typing.Optional[int] = None, - ) -> int: - """ - Add a vector to this index. - - Args: - vector: A 32-bit floating-point NumPy array, with shape ``(num_dimensions,)``. - - If using the :py:class:`Space.Cosine` :py:class:`Space`, this vector will be normalized - before insertion. If using a :py:class:`StorageDataType` other than - :py:class:`StorageDataType.Float32`, the vector will be converted to the lower-precision - data type *after* normalization. - - id: An optional ID to assign to this vector. - If not provided, this vector's ID will automatically be generated based on the - number of elements already in this index. - - Returns: - The ID that was assigned to this vector (either auto-generated or provided). - - .. warning:: - If calling :py:meth:`add_item` in a loop, consider batching your - calls by using :py:meth:`add_items` instead, which will be faster. - """ - - def add_items( - self, - vectors: numpy.ndarray[typing.Any, numpy.dtype[numpy.float32]], - ids: typing.Optional[typing.List[int]] = None, - num_threads: int = -1, - ) -> typing.List[int]: - """ - Add multiple vectors to this index simultaneously. - - This method may be faster than calling :py:meth:`add_items` multiple times, - as passing a batch of vectors helps avoid Python's Global Interpreter Lock. - - Args: - vectors: A 32-bit floating-point NumPy array, with shape ``(num_vectors, num_dimensions)``. - - If using the :py:class:`Space.Cosine` :py:class:`Space`, these vectors will be normalized - before insertion. If using a :py:class:`StorageDataType` other than - :py:class:`StorageDataType.Float32`, these vectors will be converted to the lower-precision - data type *after* normalization. - - id: An optional list of IDs to assign to these vectors. - If provided, this list must be identical in length to the first dimension of ``vectors``. - If not provided, each vector's ID will automatically be generated based on the - number of elements already in this index. - - num_threads: Up to ``num_threads`` will be started to perform insertions in parallel. - If ``vectors`` contains only one query vector, ``num_threads`` will have no effect. - By default, one thread will be spawned per CPU core. - Returns: - The IDs that were assigned to the provided vectors (either auto-generated or provided), in the - same order as the provided vectors. - """ - - def as_bytes(self) -> bytes: - """ - Returns the contents of this index as a :py:class:`bytes` object. The resulting object - will contain the same data as if this index was serialized to disk and then read back - into memory again. - - .. warning:: - This may be extremely large (many gigabytes) if the index is sufficiently large. - To save to disk without allocating this entire bytestring, use :py:meth:`save`. - - .. note:: - This method can also be called by passing this object to the ``bytes(...)`` - built-in function:: - - index: voyager.Index = ... - serialized_index = bytes(index) - """ - - def get_distance(self, a: typing.List[float], b: typing.List[float]) -> float: - """ - Get the distance between two provided vectors. The vectors must share the dimensionality of the index. - """ - - def get_vector(self, id: int) -> numpy.ndarray[typing.Any, numpy.dtype[numpy.float32]]: - """ - Get the vector stored in this index at the provided integer ID. - If no such vector exists, a :py:exc:`KeyError` will be thrown. - - .. note:: - This method can also be called by using the subscript operator - (i.e. ``my_index[1234]``). - - .. warning:: - If using the :py:class:`Cosine` :py:class:`Space`, this method - will return a normalized version of the vector that was - originally added to this index. - """ - - def get_vectors(self, ids: typing.List[int]) -> numpy.ndarray[typing.Any, numpy.dtype[numpy.float32]]: - """ - Get one or more vectors stored in this index at the provided integer IDs. - If one or more of the provided IDs cannot be found in the index, a - :py:exc:`KeyError` will be thrown. - - .. warning:: - If using the :py:class:`Cosine` :py:class:`Space`, this method - will return normalized versions of the vector that were - originally added to this index. - """ - - @staticmethod - @typing.overload - def load( - filename: str, - space: Space, - num_dimensions: int, - storage_data_type: StorageDataType = StorageDataType.Float32, - ) -> Index: - """ - Load an index from a file on disk, or a Python file-like object. - - If provided a string as a first argument, the string is assumed to refer to a file - on the local filesystem. Loading of an index from this file will be done in native - code, without holding Python's Global Interpreter Lock (GIL), allowing for performant - loading of multiple indices simultaneously. - - If provided a file-like object as a first argument, the provided object must have - ``read``, ``seek``, ``tell``, and ``seekable`` methods, and must return - binary data (i.e.: ``open(..., \"rb\")`` or ``io.BinaryIO``, etc.). - - The additional arguments for :py:class:`Space`, ``num_dimensions``, and - :py:class:`StorageDataType` allow for loading of index files created with versions - of Voyager prior to v1.3. - - .. warning:: - Loading an index from a file-like object will not release the GIL. - However, chunks of data of up to 100MB in size will be read from the file-like - object at once, hopefully reducing the impact of the GIL. - - - Load an index from a file on disk, or a Python file-like object. - - If provided a string as a first argument, the string is assumed to refer to a file - on the local filesystem. Loading of an index from this file will be done in native - code, without holding Python's Global Interpreter Lock (GIL), allowing for performant - loading of multiple indices simultaneously. - - If provided a file-like object as a first argument, the provided object must have - ``read``, ``seek``, ``tell``, and ``seekable`` methods, and must return - binary data (i.e.: ``open(..., \"rb\")`` or ``io.BinaryIO``, etc.). - - The additional arguments for :py:class:`Space`, ``num_dimensions``, and - :py:class:`StorageDataType` allow for loading of index files created with versions - of Voyager prior to v1.3. - - .. warning:: - Loading an index from a file-like object will not release the GIL. - However, chunks of data of up to 100MB in size will be read from the file-like - object at once, hopefully reducing the impact of the GIL. - - - Load an index from a file on disk, or a Python file-like object. - - If provided a string as a first argument, the string is assumed to refer to a file - on the local filesystem. Loading of an index from this file will be done in native - code, without holding Python's Global Interpreter Lock (GIL), allowing for performant - loading of multiple indices simultaneously. - - If provided a file-like object as a first argument, the provided object must have - ``read``, ``seek``, ``tell``, and ``seekable`` methods, and must return - binary data (i.e.: ``open(..., \"rb\")`` or ``io.BinaryIO``, etc.). - - The additional arguments for :py:class:`Space`, ``num_dimensions``, and - :py:class:`StorageDataType` allow for loading of index files created with versions - of Voyager prior to v1.3. - - .. warning:: - Loading an index from a file-like object will not release the GIL. - However, chunks of data of up to 100MB in size will be read from the file-like - object at once, hopefully reducing the impact of the GIL. - - - Load an index from a file on disk, or a Python file-like object. - - If provided a string as a first argument, the string is assumed to refer to a file - on the local filesystem. Loading of an index from this file will be done in native - code, without holding Python's Global Interpreter Lock (GIL), allowing for performant - loading of multiple indices simultaneously. - - If provided a file-like object as a first argument, the provided object must have - ``read``, ``seek``, ``tell``, and ``seekable`` methods, and must return - binary data (i.e.: ``open(..., \"rb\")`` or ``io.BinaryIO``, etc.). - - The additional arguments for :py:class:`Space`, ``num_dimensions``, and - :py:class:`StorageDataType` allow for loading of index files created with versions - of Voyager prior to v1.3. - - .. warning:: - Loading an index from a file-like object will not release the GIL. - However, chunks of data of up to 100MB in size will be read from the file-like - object at once, hopefully reducing the impact of the GIL. - """ - - @staticmethod - @typing.overload - def load(filename: str) -> Index: ... - @staticmethod - @typing.overload - def load( - file_like: typing.BinaryIO, - space: Space, - num_dimensions: int, - storage_data_type: StorageDataType = StorageDataType.Float32, - ) -> Index: ... - @staticmethod - @typing.overload - def load(file_like: typing.BinaryIO) -> Index: ... - def mark_deleted(self, id: int) -> None: - """ - Mark an ID in this index as deleted. - - Deleted IDs will not show up in the results of calls to :py:meth:`query`, - but will still take up space in the index, and will slow down queries. - - .. note:: - To delete one or more vectors from a :py:class:`Index` without - incurring any query-time performance penalty, recreate the index - from scratch without the vectors you want to remove:: - - original: Index = ... - ids_to_remove: Set[int] = ... - - recreated = Index( - original.space, - original.num_dimensions, - original.M, - original.ef_construction, - max_elements=len(original), - storage_data_type=original.storage_data_type - ) - ordered_ids = list(set(original.ids) - ids_to_remove) - recreated.add_items(original.get_vectors(ordered_ids), ordered_ids) - - .. note:: - This method can also be called by using the ``del`` operator:: - - index: voyager.Index = ... - del index[1234] # deletes the ID 1234 - """ - - def query( - self, - vectors: numpy.ndarray[typing.Any, numpy.dtype[numpy.float32]], - k: int = 1, - num_threads: int = -1, - query_ef: int = -1, - ) -> typing.Tuple[ - numpy.ndarray[typing.Any, numpy.dtype[numpy.uint64]], - numpy.ndarray[typing.Any, numpy.dtype[numpy.float32]], - ]: - """ - Query this index to retrieve the ``k`` nearest neighbors of the provided vectors. - - Args: - vectors: A 32-bit floating-point NumPy array, with shape ``(num_dimensions,)`` - *or* ``(num_queries, num_dimensions)``. - - k: The number of neighbors to return. - - num_threads: If ``vectors`` contains more than one query vector, up - to ``num_threads`` will be started to perform queries - in parallel. If ``vectors`` contains only one query vector, - ``num_threads`` will have no effect. Defaults to using one - thread per CPU core. - - query_ef: The depth of search to perform for this query. Up to ``query_ef`` - candidates will be searched through to try to find up the ``k`` - nearest neighbors per query vector. - - Returns: - A tuple of ``(neighbor_ids, distances)``. If a single query vector was provided, - both ``neighbor_ids`` and ``distances`` will be of shape ``(k,)``. - - If multiple query vectors were provided, both ``neighbor_ids`` and ``distances`` - will be of shape ``(num_queries, k)``, ordered such that the ``i``-th result - corresponds with the ``i``-th query vector. - - - Examples - -------- - - Query with a single vector:: - - neighbor_ids, distances = index.query(np.array([1, 2, 3, 4, 5]), k=10) - neighbor_ids.shape # => (10,) - distances.shape # => (10,) - - for i, (neighbor_id, distance) in enumerate(zip(neighbor_ids, distances)): - print(f"{i}-th closest neighbor is {neighbor_id}, {distance} away") - - Query with multiple vectors simultaneously:: - - query_vectors = np.array([ - [1, 2, 3, 4, 5], - [6, 7, 8, 9, 10] - ]) - all_neighbor_ids, all_distances = index.query(query_vectors, k=10) - all_neighbor_ids.shape # => (2, 10) - all_distances.shape # => (2, 10) - - for query_vector, query_neighbor_ids, query_distances in \\ - zip(query_vectors, all_neighbor_ids, all_distances): - print(f"For query vector {query_vector}:") - for i, (neighbor_ids, distances) in enumerate(query_neighbor_ids, query_distances): - print(f"\t{i}-th closest neighbor is {neighbor_id}, {distance} away") - - .. warning:: - - If using E4M3 storage with the Cosine :py:class:`Space`, some queries may return - negative distances due to the reduced floating-point precision of the storage - data type. While confusing, these negative distances still result in a correct - ordering between results. - """ - - def resize(self, new_size: int) -> None: - """ - Resize this index, allocating space for up to ``new_size`` elements to - be stored. This changes the :py:attr:`max_elements` property and may - cause this :py:class:`Index` object to use more memory. This is a fairly - expensive operation and prevents queries from taking place while the - resize is in process. - - Note that the size of an index is a **soft limit**; if a call to - :py:meth:`add_item` or :py:meth:`add_items` would cause - :py:attr:`num_elements` to exceed :py:attr:`max_elements`, the - index will automatically be resized to accommodate the new elements. - - Calling :py:meth:`resize` *once* before adding vectors to the - index will speed up index creation if the number of elements is known - in advance, as subsequent calls to :py:meth:`add_items` will not need - to resize the index on-the-fly. - """ - - @typing.overload - def save(self, output_path: str) -> None: - """ - Save this index to the provided file path or file-like object. - - If provided a file path, Voyager will release Python's Global Interpreter Lock (GIL) - and will write to the provided file. - - If provided a file-like object, Voyager will *not* release the GIL, but will pass - one or more chunks of data (of up to 100MB each) to the provided object for writing. - - - - Save this index to the provided file path or file-like object. - - If provided a file path, Voyager will release Python's Global Interpreter Lock (GIL) - and will write to the provided file. - - If provided a file-like object, Voyager will *not* release the GIL, but will pass - one or more chunks of data (of up to 100MB each) to the provided object for writing. - - """ - - @typing.overload - def save(self, file_like: typing.BinaryIO) -> None: ... - def unmark_deleted(self, id: int) -> None: - """ - Unmark an ID in this index as deleted. - - Once unmarked as deleted, an existing ID will show up in the results of - calls to :py:meth:`query` again. - """ - - @property - def M(self) -> int: - """ - The number of connections between nodes in the tree's internal data structure. - - Larger values give better recall, but use more memory. This parameter cannot be changed - after the index is instantiated. - - - """ - - @property - def ef(self) -> int: - """ - The default number of vectors to search through when calling :py:meth:`query`. - - Higher values make queries slower, but give better recall. - - .. warning:: - Changing this parameter affects all calls to :py:meth:`query` made after this - change is made. - - This parameter can be overridden on a per-query basis when calling :py:meth:`query` - by passing the ``query_ef`` parameter, allowing finer-grained control over query - speed and recall. - - - """ - - @ef.setter - def ef(self, arg1: int) -> None: - """ - The default number of vectors to search through when calling :py:meth:`query`. - - Higher values make queries slower, but give better recall. - - .. warning:: - Changing this parameter affects all calls to :py:meth:`query` made after this - change is made. - - This parameter can be overridden on a per-query basis when calling :py:meth:`query` - by passing the ``query_ef`` parameter, allowing finer-grained control over query - speed and recall. - """ - - @property - def ef_construction(self) -> int: - """ - The number of vectors that this index searches through when inserting a new vector into - the index. Higher values make index construction slower, but give better recall. This - parameter cannot be changed after the index is instantiated. - - - """ - - @property - def ids(self) -> LabelSetView: - """ - A set-like object containing the integer IDs stored as 'keys' in this index. - - Use these indices to iterate over the vectors in this index, or to check for inclusion of a - specific integer ID in this index:: - - index: voyager.Index = ... - - 1234 in index.ids # => true, this ID is present in the index - 1234 in index # => also works! - - len(index.ids) # => returns the number of non-deleted vectors - len(index) # => also returns the number of valid labels - - for _id in index.ids: - print(_id) # print all labels - - - """ - - @property - def max_elements(self) -> int: - """ - The maximum number of elements that can be stored in this index. - - If :py:attr:`max_elements` is much larger than - :py:attr:`num_elements`, this index may use more memory - than necessary. (Call :py:meth:`resize` to reduce the - memory footprint of this index.) - - This is a **soft limit**; if a call to :py:meth:`add_item` or - :py:meth:`add_items` would cause :py:attr:`num_elements` to exceed - :py:attr:`max_elements`, the index will automatically be resized - to accommodate the new elements. - - Note that assigning to this property is functionally identical to - calling :py:meth:`resize`. - - - """ - - @max_elements.setter - def max_elements(self, arg1: int) -> None: - """ - The maximum number of elements that can be stored in this index. - - If :py:attr:`max_elements` is much larger than - :py:attr:`num_elements`, this index may use more memory - than necessary. (Call :py:meth:`resize` to reduce the - memory footprint of this index.) - - This is a **soft limit**; if a call to :py:meth:`add_item` or - :py:meth:`add_items` would cause :py:attr:`num_elements` to exceed - :py:attr:`max_elements`, the index will automatically be resized - to accommodate the new elements. - - Note that assigning to this property is functionally identical to - calling :py:meth:`resize`. - """ - - @property - def num_dimensions(self) -> int: - """ - The number of dimensions in each vector stored by this index. - - - """ - - @property - def num_elements(self) -> int: - """ - The number of elements (vectors) currently stored in this index. - - Note that the number of elements will not decrease if any elements are - deleted from the index; those deleted elements simply become invisible. - - - """ - - @property - def space(self) -> Space: - """ - Return the :py:class:`Space` used to calculate distances between vectors. - - - """ - - @property - def storage_data_type(self) -> StorageDataType: - """ - The :py:class:`StorageDataType` used to store vectors in this :py:class:`Index`. - - - """ - pass - -class E4M3T: - """ - An 8-bit floating point data type with reduced precision and range. This class wraps a C++ struct and should probably not be used directly. - """ - - def __float__(self) -> float: - """ - Cast the given E4M3 number to a float. - """ - - @typing.overload - def __init__(self, value: float) -> None: - """ - Create an E4M3 number given a floating-point value. If out of range, the value will be clipped. - - Create an E4M3 number given a sign, exponent, and mantissa. If out of range, the values will be clipped. - """ - - @typing.overload - def __init__(self, sign: int, exponent: int, mantissa: int) -> None: ... - def __repr__(self) -> str: ... - @staticmethod - def from_char(value: int) -> E4M3T: - """ - Create an E4M3 number given a raw 8-bit value. - """ - - @property - def exponent(self) -> int: - """ - The effective exponent of this E4M3 number, expressed as an integer. - - - """ - - @property - def mantissa(self) -> float: - """ - The effective mantissa (non-exponent part) of this E4M3 number, expressed as an integer. - - - """ - - @property - def raw_exponent(self) -> int: - """ - The raw value of the exponent part of this E4M3 number, expressed as an integer. - - - """ - - @property - def raw_mantissa(self) -> int: - """ - The raw value of the mantissa (non-exponent part) of this E4M3 number, expressed as a floating point value. - - - """ - - @property - def sign(self) -> int: - """ - The sign bit from this E4M3 number. Will be ``1`` if the number is negative, ``0`` otherwise. - - - """ - - @property - def size(self) -> int: - """ - The number of bytes used to represent this (C++) instance in memory. - - - """ - pass - -class Float8Index(Index): - """ - An :py:class:`Index` that uses fixed-point 8-bit storage. - """ - - def __init__( - self, - space: Space, - num_dimensions: int, - M: int = 16, - ef_construction: int = 200, - random_seed: int = 1, - max_elements: int = 1, - ) -> None: - """ - Create a new, empty index. - """ - - def __repr__(self) -> str: ... - pass - -class FloatIndex(Index): - """ - An :py:class:`Index` that uses full-precision 32-bit floating-point storage. - """ - - def __init__( - self, - space: Space, - num_dimensions: int, - M: int = 16, - ef_construction: int = 200, - random_seed: int = 1, - max_elements: int = 1, - ) -> None: - """ - Create a new, empty index. - """ - - def __repr__(self) -> str: ... - pass - -class E4M3Index(Index): - """ - An :py:class:`Index` that uses floating-point 8-bit storage. - """ - - def __init__( - self, - space: Space, - num_dimensions: int, - M: int = 16, - ef_construction: int = 200, - random_seed: int = 1, - max_elements: int = 1, - ) -> None: - """ - Create a new, empty index. - """ - - def __repr__(self) -> str: ... - pass - -class LabelSetView: - """ - A read-only set-like object containing 64-bit integers. Use this object like a regular Python :py:class:`set` object, by either iterating through it, or checking for membership with the ``in`` operator. - """ - - @typing.overload - def __contains__(self, id: int) -> bool: ... - @typing.overload - def __contains__(self, id: object) -> bool: ... - def __iter__(self) -> object: ... - def __len__(self) -> int: ... - def __repr__(self) -> str: ... - pass diff --git a/python/voyager/version.py b/python/voyager/version.py deleted file mode 100644 index 75221b28..00000000 --- a/python/voyager/version.py +++ /dev/null @@ -1,22 +0,0 @@ -#! /usr/bin/env python -# -# Copyright 2022-2023 Spotify AB -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - - -MAJOR = 2 -MINOR = 1 -PATCH = 0 - -__version__ = "%d.%d.%d" % (MAJOR, MINOR, PATCH) From 8e724398a57d4eca63d6e0dc2cd051d172fea95a Mon Sep 17 00:00:00 2001 From: Peter Sobot Date: Fri, 31 Jan 2025 09:17:00 -0500 Subject: [PATCH 52/52] Update upload-artifact@v3 to upload-artifact@v4. --- .github/workflows/all.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/all.yml b/.github/workflows/all.yml index c44d597c..a37f34d8 100644 --- a/.github/workflows/all.yml +++ b/.github/workflows/all.yml @@ -339,7 +339,7 @@ jobs: CIBW_REPAIR_WHEEL_COMMAND_LINUX: pip install auditwheel-symbols && (auditwheel repair -w {dest_dir} {wheel} || auditwheel-symbols --manylinux 2010 {wheel}) CIBW_TEST_SKIP: "*aarch64" MACOSX_DEPLOYMENT_TARGET: "10.14" - - uses: actions/upload-artifact@v3 + - uses: actions/upload-artifact@v4 with: if-no-files-found: error name: python-wheels @@ -378,7 +378,7 @@ jobs: run: mvn --batch-mode package env: MAVEN_GPG_PASSPHRASE: ${{ secrets.SONATYPE_PASSPHRASE }} - - uses: actions/upload-artifact@v3 + - uses: actions/upload-artifact@v4 with: if-no-files-found: error name: java-${{ matrix.os }} @@ -421,7 +421,7 @@ jobs: objdump -T combined-jar/linux-x64/libvoyager.so | grep GLIBCXX | sed 's/.*GLIBCXX_\([.0-9]*\).*/\1/g' | cat - <(echo 3\.4\.22) | sort -Vu | tail -n 1 | grep 3\.4\.22 || (echo "Expected linux-x64 binary to require at most glibc++ 3.4.22. Ensure the dockcross container has not been updated." && false) zip -r $(ls java-* | grep jar | tail -n 1) combined-jar/* - - uses: actions/upload-artifact@v3 + - uses: actions/upload-artifact@v4 with: if-no-files-found: error name: java-all-platforms