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Add geopackage data source.
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Imbruced committed Oct 6, 2024
1 parent 0a8b82d commit 5b88709
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92 changes: 92 additions & 0 deletions docs/tutorial/sql.md
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Expand Up @@ -705,6 +705,98 @@ For Postgis there is no need to add a query to convert geometry types since it's
.withColumn("geom", f.expr("ST_GeomFromWKB(geom)")))
```

## Load from geopackage

Since v1.7.0, Sedona supports loading Geopackage file format as a DataFrame.

=== "Scala/Java"

```scala
val df = sedona.read.format("geopackage").option("tableName", "tab").load("/path/to/geopackage")
```

=== "Java"

```java
Dataset<Row> df = sedona.read().format("geopackage").option("tableName", "tab").load("/path/to/geopackage")
```

=== "Python"

```python
df = sedona.read.format("geopackage").option("tableName", "tab").load("/path/to/geopackage")
```

Geopackage file can contain vector data and raster data. To show the possible options from the file you can look into
metadata table by adding parameter showMetadata and set it value as true.

=== "Scala/Java"

```scala
val df = sedona.read.format("geopackage").option("showMetadata", "true").load("/path/to/geopackage")
```

=== "Java"

```java
Dataset<Row> df = sedona.read().format("geopackage").option("showMetadata", "true").load("/path/to/geopackage")
```

=== "Python"

```python
df = sedona.read.format("geopackage").option("showMetadata", "true").load("/path/to/geopackage")

Then you can see the metadata of the geopackage file like below.

```
+--------------------+---------+--------------------+-----------+--------------------+----------+-----------------+----------+----------+------+
| table_name|data_type| identifier|description| last_change| min_x| min_y| max_x| max_y|srs_id|
+--------------------+---------+--------------------+-----------+--------------------+----------+-----------------+----------+----------+------+
|gis_osm_water_a_f...| features|gis_osm_water_a_f...| |2024-09-30 23:07:...|-9.0257084|57.96814069999999|33.4866675|80.4291867| 4326|
+--------------------+---------+--------------------+-----------+--------------------+----------+-----------------+----------+----------+------+
```

You can also load data from raster tables in the geopackage file. To load raster data, you can use the following code.

=== "Scala/Java"

```scala
val df = sedona.read.format("geopackage").option("tableName", "raster_table").load("/path/to/geopackage")
```

=== "Java"

```java
Dataset<Row> df = sedona.read().format("geopackage").option("tableName", "raster_table").load("/path/to/geopackage")
```

=== "Python"

```python
df = sedona.read.format("geopackage").option("tableName", "raster_table").load("/path/to/geopackage")
```

```
+---+----------+-----------+--------+--------------------+
| id|zoom_level|tile_column|tile_row| tile_data|
+---+----------+-----------+--------+--------------------+
| 1| 11| 428| 778|GridCoverage2D["c...|
| 2| 11| 429| 778|GridCoverage2D["c...|
| 3| 11| 428| 779|GridCoverage2D["c...|
| 4| 11| 429| 779|GridCoverage2D["c...|
| 5| 11| 427| 777|GridCoverage2D["c...|
+---+----------+-----------+--------+--------------------+
```

Known limitations (v1.7.0):

- webp rasters are not supported
- ewkb geometries are not supported
- filtering based on geometries envelopes are not supported

All points above should be resolved soon, stay tuned !

## Transform the Coordinate Reference System

Sedona doesn't control the coordinate unit (degree-based or meter-based) of all geometries in a Geometry column. The unit of all related distances in SedonaSQL is same as the unit of all geometries in a Geometry column.
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5 changes: 5 additions & 0 deletions spark/common/pom.xml
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Expand Up @@ -95,6 +95,11 @@
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-client</artifactId>
</dependency>
<dependency>
<groupId>org.xerial</groupId>
<artifactId>sqlite-jdbc</artifactId>
<version>3.36.0.3</version>
</dependency>
<dependency>
<groupId>edu.ucar</groupId>
<artifactId>cdm-core</artifactId>
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@@ -0,0 +1,45 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you 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 org.apache.sedona.sql.datasources.geopackage.connection

import org.apache.hadoop.conf.Configuration
import org.apache.hadoop.fs.{FileSystem, Path}

import java.io.File

object FileSystemUtils {

def copyToLocal(options: Configuration, file: Path): (File, Boolean) = {
if (isLocalFileSystem(options, file)) {
return (new File(file.toUri.getPath), false)
}

val fs = file.getFileSystem(options)
val tempFile = File.createTempFile(java.util.UUID.randomUUID.toString, ".gpkg")

fs.copyToLocalFile(file, new Path(tempFile.getAbsolutePath))

(tempFile, false)
}

private def isLocalFileSystem(conf: Configuration, path: Path): Boolean = {
FileSystem.get(path.toUri, conf).isInstanceOf[org.apache.hadoop.fs.LocalFileSystem]
}

}
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/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you 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 org.apache.sedona.sql.datasources.geopackage.connection

import org.apache.sedona.sql.datasources.geopackage.model.{GeoPackageField, TableType, TileMatrix, TileMetadata}
import org.apache.sedona.sql.datasources.geopackage.model.TableType.TableType

import java.sql.{Connection, DriverManager, ResultSet, Statement}
import scala.collection.mutable
import scala.collection.mutable.ArrayBuffer

object GeoPackageConnectionManager {

def createStatement(file: String): Statement = {
val conn = DriverManager.getConnection("jdbc:sqlite:" + file)
conn.createStatement()
}

def closeStatement(st: Statement): Unit = {
st.close()
}

def getTableCursor(path: String, tableName: String): ResultSet = {
val conn: Connection =
DriverManager.getConnection("jdbc:sqlite:" + path)
val stmt: Statement = conn.createStatement()
stmt.executeQuery(s"SELECT * FROM ${tableName}")
}

def getSchema(file: String, tableName: String): Seq[GeoPackageField] = {
val statement = createStatement(file)

try {
val rs = statement.executeQuery(s"PRAGMA table_info($tableName)")
val fields = ArrayBuffer.empty[GeoPackageField]

while (rs.next) {
val columnName = rs.getString("name")
val columnType = rs.getString("type")

fields += GeoPackageField(columnName, columnType, true)
}

fields.toSeq
} finally {
closeStatement(statement)
}
}

def findFeatureMetadata(file: String, tableName: String): TableType = {
val statement = createStatement(file)

val rs =
statement.executeQuery(s"select * from gpkg_contents where table_name = '$tableName'")

try {
rs.getString("data_type") match {
case "features" => TableType.FEATURES
case "tiles" => TableType.TILES
case _ => TableType.UNKNOWN
}
} finally {
rs.close()
closeStatement(statement)
}
}

def getZoomLevelData(file: String, tableName: String): mutable.HashMap[Int, TileMatrix] = {
val stmt = createStatement(file)
val rs =
stmt.executeQuery(f"select * from gpkg_tile_matrix where table_name = '${tableName}'")
val result: mutable.HashMap[Int, TileMatrix] = mutable.HashMap()

try {
while (rs.next()) {
val zoom_level = rs.getInt("zoom_level")
val matrix_width = rs.getInt("matrix_width")
val matrix_height = rs.getInt("matrix_height")
val tile_width = rs.getInt("tile_width")
val tile_height = rs.getInt("tile_height")
val pixel_x_size = rs.getDouble("pixel_x_size")
val pixel_y_size = rs.getDouble("pixel_y_size")

result(zoom_level) = TileMatrix(
zoom_level,
matrix_width,
matrix_height,
tile_width,
tile_height,
pixel_x_size,
pixel_y_size)
}
} finally {
rs.close()
closeStatement(stmt)
}

result
}

def findTilesMetadata(file: String, tableName: String): TileMetadata = {
val statement = createStatement(file)

val rs = statement.executeQuery(
s"select * from gpkg_tile_matrix_set where table_name = '$tableName'")

try {
val minX = rs.getDouble("min_x")
val minY = rs.getDouble("min_y")
val maxX = rs.getDouble("max_x")
val maxY = rs.getDouble("max_y")
val srsID = rs.getInt("srs_id")

val getZoomLevelData = GeoPackageConnectionManager.getZoomLevelData(file, tableName)

TileMetadata(
tableName = tableName,
minX = minX,
minY = minY,
maxX = maxX,
maxY = maxY,
srsID = srsID,
zoomLevelMetadata = getZoomLevelData,
tileRowMetadata = null)
} finally {
rs.close()
closeStatement(statement)
}
}
}
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/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you 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 org.apache.sedona.sql.datasources.geopackage.errors

class GeopackageException extends Exception {
def this(message: String) {
this()
}
}
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@@ -0,0 +1,21 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you 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 org.apache.sedona.sql.datasources.geopackage.model

case class Envelope(minX: Double, minY: Double, maxX: Double, maxY: Double)
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