Increase unit test coverage for diskann-tools crate by Copilot · Pull Request #763 · microsoft/DiskANN

Copilot · 2026-02-11T03:42:57Z

Summary

This PR significantly improves test coverage for the diskann-tools crate, increasing overall coverage from 52% to 63% with function coverage at 75%.

Changes Made

New Tests Added:

cmd_tool_error.rs (91% coverage, was 0%)
- Tests for error Display, Debug implementations
- Tests for all From trait conversions (io::Error, NormalError, ANNError, ConfigError, JsonlReadError)
- Note: Removed test for derived PartialEq trait per review feedback
parameter_helper.rs (100% coverage, was 0%)
- Tests for get_num_threads with Some and None values
tracing.rs (70% coverage, was 0%)
- Tests for init_test_subscriber and guard scoping
- Note: init_subscriber cannot be tested in unit tests
gen_associated_data_from_range.rs (98% coverage, was 0%)
- Tests for generating associated data with various ranges
- Tests for single value, small range, and large range scenarios
- Uses VirtualStorageProvider::new_memory() to avoid filesystem dependencies
- Made function generic over StorageWriteProvider trait
filter_search_utils.rs (77% coverage, was 63%)
- Additional tests for SerializableBitSet conversion
- Edge case tests for empty inputs, no matches, and multiple matches
search_index_utils.rs (68% coverage, was 66%)
- Additional tests for RecallBoundsError display and conversion
- Tests for KRecallAtN getters and edge cases
random_data_generator.rs (95% coverage, was 77%)
- Tests for Fp16 data type
- Tests for radius validation (with TODO noting a validation bug to fix)
- Tests for small datasets and large block sizes
generate_synthetic_labels_utils.rs (92% coverage, was 87%)
- Additional tests for different distribution types
- Tests for small datasets and single point scenarios

Removed Per Review Feedback:

Removed all tests for data_type.rs and graph_data_types.rs (enums and derived traits only)
Removed test for derived PartialEq trait in cmd_tool_error.rs

Fixed for CI Compatibility:

Updated VirtualStorageProvider::new() calls to use VirtualStorageProvider::new_memory() for compatibility with virtual_storage feature flag used in CI
Fixed tests in relative_contrast.rs and build_disk_index.rs
Made gen_associated_data_from_range function generic over StorageWriteProvider trait to support both FileStorageProvider (CLI usage) and VirtualStorageProvider (tests)
Tests use VirtualStorageProvider::new_memory() to avoid filesystem dependencies and race conditions

Coverage Summary

Overall Metrics:

Region Coverage: 63% (was 52%)
Function Coverage: 75% (was 53%)
Line Coverage: 61% (was 51%)

Modules with 90%+ Coverage (7 total):

cmd_tool_error.rs: 91%
gen_associated_data_from_range.rs: 98%
generate_synthetic_labels_utils.rs: 92%
multi_label.rs: 100%
parameter_helper.rs: 100%
random_data_generator.rs: 95%
relative_contrast.rs: 94%

Modules Not Covered:

build_pq.rs (0% coverage): Requires complex integration tests with actual PQ data structures
search_disk_index.rs (0% coverage): Requires complex integration tests with disk indices
ground_truth.rs (32% coverage): Requires file-based testing with label files and ground truth computations

These modules are better suited for integration tests rather than unit tests and would require significant test infrastructure setup.

Known Issues

A validation bug was discovered in random_data_generator.rs where the condition radius > 127.0 && radius <= 0.0 can never be true. This should be fixed in a separate PR (likely should be || instead of &&).

Testing

All 61 tests pass successfully:

test result: ok. 61 passed; 0 failed; 0 ignored; 0 measured; 0 filtered out

Tests pass with and without CI features:

✅ Without features: cargo test -p diskann-tools --lib
✅ With features: cargo test -p diskann-tools --lib --features diskann-providers/virtual_storage
✅ Binary builds successfully: cargo build -p diskann-tools --bin gen_associated_data_from_range

Code Quality

All clippy checks pass with -D warnings
All formatting checks pass with cargo fmt --check

Original prompt

This section details on the original issue you should resolve

<issue_title>Cover 100% of diskann-tools crate with unit tests</issue_title>
<issue_description>Add missing unit tests to cover all uncovered code in diskann-tools crate.
Create well‑crafted unit tests.</issue_description>

Comments on the Issue (you are @copilot in this section)

Fixes Cover 100% of diskann-tools crate with unit tests #762

✨ Let Copilot coding agent set things up for you — coding agent works faster and does higher quality work when set up for your repo.

…helper, tracing, gen_associated_data_from_range, data_type, and graph_data_types Co-authored-by: arrayka <1551741+arrayka@users.noreply.github.com>

Co-authored-by: arrayka <1551741+arrayka@users.noreply.github.com>

diskann-tools/src/utils/data_type.rs

Co-authored-by: arrayka <1551741+arrayka@users.noreply.github.com>

codecov-commenter · 2026-02-11T08:10:11Z

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 89.16%. Comparing base (e5c83f5) to head (405d5df).
⚠️ Report is 3 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #763      +/-   ##
==========================================
+ Coverage   89.00%   89.16%   +0.15%     
==========================================
  Files         428      431       +3     
  Lines       78417    78739     +322     
==========================================
+ Hits        69795    70207     +412     
+ Misses       8622     8532      -90

Flag	Coverage Δ
miri	`89.16% <100.00%> (+0.15%)`	⬆️
unittests	`89.16% <100.00%> (+0.15%)`	⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Files with missing lines	Coverage Δ
diskann-tools/src/utils/cmd_tool_error.rs	`95.50% <100.00%> (+95.50%)`	⬆️
diskann-tools/src/utils/filter_search_utils.rs	`78.43% <100.00%> (+14.87%)`	⬆️
...-tools/src/utils/gen_associated_data_from_range.rs	`100.00% <100.00%> (+100.00%)`	⬆️
...tools/src/utils/generate_synthetic_labels_utils.rs	`95.30% <100.00%> (+2.23%)`	⬆️
diskann-tools/src/utils/parameter_helper.rs	`100.00% <100.00%> (+100.00%)`	⬆️
diskann-tools/src/utils/random_data_generator.rs	`96.64% <100.00%> (+15.65%)`	⬆️
diskann-tools/src/utils/search_index_utils.rs	`67.52% <100.00%> (+2.86%)`	⬆️
diskann-tools/src/utils/tracing.rs	`69.69% <100.00%> (+69.69%)`	⬆️

... and 17 files with indirect coverage changes

🚀 New features to boost your workflow:

❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.

diskann-tools/src/utils/gen_associated_data_from_range.rs

Copilot · 2026-02-11T08:25:10Z

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…atibility Co-authored-by: arrayka <1551741+arrayka@users.noreply.github.com>

diskann-tools/src/utils/gen_associated_data_from_range.rs

…unique file paths Co-authored-by: arrayka <1551741+arrayka@users.noreply.github.com>

diskann-tools/src/utils/gen_associated_data_from_range.rs

diskann-tools/src/utils/build_disk_index.rs

Copilot

Pull request overview

This PR increases unit test coverage across the diskann-tools crate by adding targeted tests for utility modules, while also making a couple of small implementation adjustments to improve testability and input validation behavior.

Changes:

Added new unit tests for multiple diskann-tools/src/utils/* modules (errors, tracing, params, bitmap utilities, recall helpers, data generation).
Made gen_associated_data_from_range generic over StorageWriteProvider to enable in-memory provider usage in tests.
Fixed int8/uint8 radius validation logic in random_data_generator (previous condition was unreachable).

Reviewed changes

Copilot reviewed 8 out of 8 changed files in this pull request and generated 2 comments.

Show a summary per file

File	Description
diskann-tools/src/utils/tracing.rs	Adds unit tests for `init_test_subscriber` and guard scoping.
diskann-tools/src/utils/search_index_utils.rs	Adds tests for `RecallBoundsError` display/conversion and `KRecallAtN` getters.
diskann-tools/src/utils/random_data_generator.rs	Fixes radius validation logic and adds broader unit tests (including `Fp16`).
diskann-tools/src/utils/parameter_helper.rs	Adds tests for `get_num_threads(Some/None)`.
diskann-tools/src/utils/generate_synthetic_labels_utils.rs	Switches label output to use a storage provider and adds tests using `VirtualStorageProvider::new_memory()`.
diskann-tools/src/utils/gen_associated_data_from_range.rs	Generalizes storage provider type and adds range generation tests.
diskann-tools/src/utils/filter_search_utils.rs	Adds tests for `SerializableBitSet` conversion and bitmap matching edge cases.
diskann-tools/src/utils/cmd_tool_error.rs	Adds tests for `CMDToolError` formatting and `From` conversions.

Comments suppressed due to low confidence (2)

diskann-tools/src/utils/random_data_generator.rs:40

The radius validation error message says the radius cannot be "greater than 127 and less than or equal to 0", but the condition is now (radius > 127.0 || radius <= 0.0). This message is logically incorrect/misleading for users (e.g., radius=128 triggers it). Consider updating the message (or splitting into two messages) to match the actual validation.

    if (data_type == DataType::Int8 || data_type == DataType::Uint8)
        && (radius > 127.0 || radius <= 0.0)
    {
        return Err(CMDToolError {
            details:
            "Error: for int8/uint8 datatypes, radius (L2 norm) cannot be greater than 127 and less than or equal to 0"
                .to_string(),
        });

diskann-tools/src/utils/random_data_generator.rs:75

Same issue as above in write_random_data_writer: the validation condition is (radius > 127.0 || radius <= 0.0) but the error text uses "greater than 127 and less than or equal to 0". Updating the message will also require adjusting the unit tests that assert on this string.

    if (data_type == DataType::Int8 || data_type == DataType::Uint8)
        && (radius > 127.0 || radius <= 0.0)
    {
        return Err(CMDToolError {
            details:
                "Error: for int8/uint8 datatypes, radius (L2 norm) cannot be greater than 127 and less than or equal to 0"
                    .to_string(),
        });

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diskann-tools/src/utils/cmd_tool_error.rs

diskann-tools/src/utils/gen_associated_data_from_range.rs

diskann-tools/src/utils/cmd_tool_error.rs

diskann-tools/src/utils/gen_associated_data_from_range.rs

diskann-tools/src/utils/random_data_generator.rs

diskann-tools/src/utils/cmd_tool_error.rs

@backurs

# DiskANN v0.47.0 ## Summary * This version contains a major breaking change to the search interface of `DiskANNIndex`. Please read the upgrade instructions below. * An Aarch64 Neon has been added to `diskann-wide`. * Various bug-fixes and code-quality improvements. ## Changes to Search The search interface has been unified around a single `index.search()` entry point using the `Search` trait. The old per-search-type methods on `DiskANNIndex` (`search`, `search_recorded`, `range_search`, `multihop_search`) have been removed and replaced by typed parameter structs that carry their own search logic. ### What Changed | Removed | Replacement | |------------------------------------------------------------|--------------------------------------------------------------| | `SearchParams` struct | `diskann::graph::search::Knn` | | `RangeSearchParams` struct | `diskann::graph::search::Range` | | `SearchParamsError` | `diskann::graph::KnnSearchError` | | `RangeSearchParamsError` | `diskann::graph::RangeSearchError` | | `index.search(&strategy, &ctx, &query, &params, &mut out)` | `index.search(knn, &strategy, &ctx, &query, &mut out)` | | `index.search_recorded(..., &mut recorder)` | `index.search(RecordedKnn::new(knn, &mut recorder), ...)` | | `index.range_search(&strategy, &ctx, &query, &params)` | `index.search(range, &strategy, &ctx, &query, &mut ())` | | `index.multihop_search(..., &label_eval)` | `index.search(MultihopSearch::new(knn, &label_eval), ...)` | | `index.diverse_search(...)` | `index.search(Diverse::new(knn, diverse_params), ...)` | **`flat_search`** remains an inherent method on `DiskANNIndex` Its `search_params` argument changed from `&SearchParams` to `&Knn`. ### Upgrade Instructions #### 1. k-NN Search (`search`) **Before:** ```rust use diskann::graph::SearchParams; let params = SearchParams::new(10, 100, None)?; let stats = index.search(&strategy, &ctx, &query, &params, &mut output).await?; ``` **After:** ```rust use diskann::graph::{Search, search::Knn}; let params = Knn::new(10, 100, None)?; // Note: params is now the FIRST argument (moved before strategy) let stats = index.search(params, &strategy, &ctx, &query, &mut output).await?; ``` Key differences: - `SearchParams` -> `Knn` (import from `diskann::graph::search::Knn`) - `SearchParamsError` -> `KnnSearchError` (import from `diskann::graph::KnnSearchError`) - Search params moved to the **first** argument of `index.search()` - `k_value`, `l_value` fields are now private; use `.k_value()`, `.l_value()` accessors (return `NonZeroUsize`) #### 2. Recorded/Debug Search (`search_recorded`) **Before:** ```rust use diskann::graph::SearchParams; let params = SearchParams::new(10, 100, None)?; let stats = index .search_recorded(&strategy, &ctx, &query, &params, &mut output, &mut recorder) .await?; ``` **After:** ```rust use diskann::graph::{Search, search::{Knn, RecordedKnn}}; let params = Knn::new(10, 100, None)?; let recorded = RecordedKnn::new(params, &mut recorder); let stats = index.search(recorded, &strategy, &ctx, &query, &mut output).await?; ``` #### 3. Range Search (`range_search`) **Before:** ```rust use diskann::graph::RangeSearchParams; let params = RangeSearchParams::new(None, 100, None, 0.5, None, 1.0, 1.0)?; let (stats, ids, distances) = index .range_search(&strategy, &ctx, &query, &params) .await?; ``` **After:** ```rust use diskann::graph::{ Search, search::Range, RangeSearchOutput, }; // Simple form: let params = Range::new(100, 0.5)?; // Or full options form: let params = Range::with_options(None, 100, None, 0.5, None, 1.0, 1.0)?; // Note: output buffer is `&mut ()` — results come back in the return type let result: RangeSearchOutput<_> = index .search(params, &strategy, &ctx, &query, &mut ()) .await?; // Access results: let stats = result.stats; let ids = result.ids; // Vec<O> let distances = result.distances; // Vec<f32> ``` Key differences: - `RangeSearchParams` -> `Range` (import from `diskann::graph::search::Range`) - `RangeSearchParamsError` -> `RangeSearchError` (import from `diskann::graph::RangeSearchError`) - Return type changed from `(SearchStats, Vec<O>, Vec<f32>)` to `RangeSearchOutput<O>` (a struct with `.stats`, `.ids`, `.distances` fields) - Pass `&mut ()` as the output buffer - Field `starting_l_value` -> constructor arg `starting_l` (accessor: `.starting_l()`) - Field `initial_search_slack` -> constructor arg `initial_slack` (accessor: `.initial_slack()`) - Field `range_search_slack` -> constructor arg `range_slack` (accessor: `.range_slack()`) #### 4. Multihop / Label-Filtered Search (`multihop_search`) **Before:** ```rust use diskann::graph::SearchParams; let params = SearchParams::new(10, 100, None)?; let stats = index .multihop_search(&strategy, &ctx, &query, &params, &mut output, &label_eval) .await?; ``` **After:** ```rust use diskann::graph::{Search, search::{Knn, MultihopSearch}}; let knn = Knn::new(10, 100, None)?; let params = MultihopSearch::new(knn, &label_eval); let stats = index.search(params, &strategy, &ctx, &query, &mut output).await?; ``` Key differences: - `MultihopSearch` wraps a `Knn` -> label evaluator into a single params object - The label evaluator is part of the params, not a separate argument #### 5. Flat Search (unchanged method, new param type) **Before:** ```rust use diskann::graph::SearchParams; let params = SearchParams::new(10, 100, None)?; index.flat_search(&strategy, &ctx, &query, &filter, &params, &mut output).await?; ``` **After:** ```rust use diskann::graph::search::Knn; let params = Knn::new(10, 100, None)?; index.flat_search(&strategy, &ctx, &query, &filter, &params, &mut output).await?; ``` Only the parameter type changed (`SearchParams` -> `Knn`). ### Import Path Changes | Old | New | |------------------------------------------|--------------------------------------------------------| | `diskann::graph::SearchParams` | `diskann::graph::search::Knn` | | `diskann::graph::RangeSearchParams` | `diskann::graph::search::Range` | | `diskann::graph::SearchParamsError` | `diskann::graph::KnnSearchError` | | `diskann::graph::RangeSearchParamsError` | `diskann::graph::RangeSearchError` | | — | `diskann::graph::search::MultihopSearch` (new) | | — | `diskann::graph::search::RecordedKnn` (new) | | — | `diskann::graph::search::Diverse` (new, feature-gated) | | — | `diskann::graph::Search` (trait, re-exported) | | — | `diskann::graph::RangeSearchOutput` (re-exported) | ## Change List * copy bftrees from the snapshot location to the save location by @backurs in #783 * (RFC) Refactor search interface with unified SearchDispatch trait by @narendatha in #773 * Make queue.closest_notvisited() safe and update call sites by @arrayka in #787 * git ignore: Ignore local settings for claude code AI agent by @arrayka in #789 * Enabling flag support in codecov by @arrayka in #790 * Increase unit test coverage for diskann-tools crate by @Copilot in #763 * Neon MVP by @hildebrandmw in #777 * Adding GraphParams to be able to save graph parameters of index to SavedParams by @backurs in #786 ## New Contributors * @narendatha made their first contribution in #773 **Full Changelog**: 0.46.0...v0.47.0

Initial plan

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Copilot AI assigned Copilot and arrayka Feb 11, 2026

Copilot started work on behalf of arrayka February 11, 2026 03:43 View session

Copilot AI and others added 4 commits February 11, 2026 03:53

Add unit tests for simple utility modules: cmd_tool_error, parameter_…

8773d0b

…helper, tracing, gen_associated_data_from_range, data_type, and graph_data_types Co-authored-by: arrayka <1551741+arrayka@users.noreply.github.com>

Add more tests for filter_search_utils and search_index_utils

3007cc7

Co-authored-by: arrayka <1551741+arrayka@users.noreply.github.com>

Add tests for random_data_generator and generate_synthetic_labels_utils

9bff078

Co-authored-by: arrayka <1551741+arrayka@users.noreply.github.com>

Improve test comments to document validation bug with TODO for fix

35a98f7

Co-authored-by: arrayka <1551741+arrayka@users.noreply.github.com>

Copilot AI changed the title ~~[WIP] Add unit tests for diskann-tools crate~~ Add comprehensive unit tests for diskann-tools crate Feb 11, 2026

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Remove tests for enums and derived traits, fix clippy and fmt issues

b92b3b9

Co-authored-by: arrayka <1551741+arrayka@users.noreply.github.com>

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Fix VirtualStorageProvider API usage for virtual_storage feature comp…

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…atibility Co-authored-by: arrayka <1551741+arrayka@users.noreply.github.com>

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Fix race conditions in gen_associated_data_from_range tests by using …

6c2f978

…unique file paths Co-authored-by: arrayka <1551741+arrayka@users.noreply.github.com>

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Alex Razumov (from Dev Box) added 3 commits February 19, 2026 16:57

Merge branch 'main' into copilot/add-unit-tests-diskann-tools

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Fixed tests

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Fixing tests

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arrayka marked this pull request as ready for review February 20, 2026 18:54

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arrayka changed the title ~~Add comprehensive unit tests for diskann-tools crate~~ Increase unit tests for diskann-tools crate Feb 20, 2026

arrayka changed the title ~~Increase unit tests for diskann-tools crate~~ Increase unit test coverage for diskann-tools crate Feb 20, 2026

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arrayka merged commit 3525250 into main Feb 20, 2026
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hildebrandmw mentioned this pull request Feb 23, 2026

Bump version to 0.47.0 #795

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Increase unit test coverage for diskann-tools crate#763

Increase unit test coverage for diskann-tools crate#763
arrayka merged 14 commits intomainfrom
copilot/add-unit-tests-diskann-tools

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Summary

Changes Made

New Tests Added:

Removed Per Review Feedback:

Fixed for CI Compatibility:

Coverage Summary

Overall Metrics:

Modules with 90%+ Coverage (7 total):

Modules Not Covered:

Known Issues

Testing

Code Quality

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