pytest-difftest
Fast test selection for pytest - Only run tests affected by your changes, powered by Rust.
pytest-difftest tracks which tests touch which code blocks using coverage data, then uses Rust-powered AST parsing to detect changes at function/class granularity and select only the affected tests.
Features: block-level change detection, incremental baselines, pytest-xdist support, S3 remote storage, portable baselines (relative paths).
pip install pytest-difftest
pytest --diff-baseline # Build baseline (first time)
pytest --diff # Run only affected tests
Installation
pip install pytest-difftest
For S3 remote storage support:
pip install pytest-difftest[s3]
Quick Start
# 1. Build a baseline (runs all tests, records coverage)
pytest --diff-baseline
# 2. Make code changes, then run only affected tests
pytest --diff
# 3. Update baseline incrementally (only re-runs affected tests)
pytest --diff-baseline
# 4. Force a full baseline rebuild
pytest --diff-baseline --diff-force
How It Works
- Baseline (
--diff-baseline) - Runs tests with coverage, builds a dependency graph mapping tests to code blocks. Stored in.pytest_cache/pytest-difftest/pytest_difftest.db. Subsequent runs are incremental. - Change Detection (
--diff) - Parses modified files with Rust, computes block-level checksums, compares against stored fingerprints. - Test Selection - Skips collecting unchanged test files entirely, queries the database for tests depending on changed blocks, runs only those.
Test Selection Behavior
| Scenario | --diff |
--diff-baseline |
|---|---|---|
| No changes | Skips all tests | Skips all tests (incremental) |
| Modified source file | Runs tests depending on changed blocks | Runs affected tests, updates baseline |
| New test/source file | Runs tests in/depending on the new file | Adds to baseline |
| Failing tests | Always re-selected | Re-run until they pass |
| Skipped / xfail tests | Deselected (recorded in baseline) | Recorded, deselected on incremental |
| First run (empty DB) | Runs all tests | Runs all tests |
--diff-force |
N/A | Full rebuild, re-runs all tests |
Configuration
Command Line Options
| Option | Description |
|---|---|
--diff |
Run only tests affected by changes |
--diff-baseline |
Build/update baseline (first run: all tests; subsequent: incremental) |
--diff-force |
Force full baseline rebuild (with --diff-baseline) |
--diff-v |
Verbose logging |
--diff-batch-size N |
DB write batch size (default: 20) |
--diff-cache-size N |
Max fingerprints cached in memory (default: 100000) |
--diff-remote URL |
Remote baseline URL (e.g. s3://bucket/baseline.db) |
--diff-upload |
Upload baseline to remote after --diff-baseline |
pyproject.toml
[tool.pytest.ini_options]
diff_batch_size = "50"
diff_cache_size = "200000"
diff_remote_url = "s3://my-ci-bucket/baselines/baseline.db"
CLI options override pyproject.toml values.
Remote Baseline Storage
Share baselines between CI and developers using remote storage.
| Scheme | Backend | Requirements |
|---|---|---|
s3://bucket/path/file.db |
Amazon S3 | pytest-difftest[s3] |
file:///path/to/file.db |
Local filesystem | None |
Basic workflow:
# CI (on merge to main)
pytest --diff-baseline --diff-upload --diff-remote "s3://bucket/baseline.db"
# Developer (auto-fetches latest baseline)
pytest --diff --diff-remote "s3://bucket/baseline.db"
S3 uses ETag-based caching. Any S3 error aborts the run immediately to avoid silently running without a baseline.
Parallel CI workflow:
# Each CI job uploads its own baseline
pytest --diff-baseline --diff-upload --diff-remote "s3://bucket/run-123/job-unit.db"
pytest --diff-baseline --diff-upload --diff-remote "s3://bucket/run-123/job-integration.db"
# Final step merges and uploads
pytest-difftest merge s3://bucket/baseline.db s3://bucket/run-123/
CLI: pytest-difftest merge
# Merge local files
pytest-difftest merge output.db input1.db input2.db
# Merge from directory (all .db files)
pytest-difftest merge output.db ./results/
# Merge from S3 prefix
pytest-difftest merge output.db s3://bucket/run-123/
# Full remote: download, merge, upload
pytest-difftest merge s3://bucket/baseline.db s3://bucket/run-123/
Output and inputs can be local paths, directories, or remote URLs. Directories collect all .db files; remote prefixes ending with / download all .db files.
CLI: pytest-difftest inspect
Inspect a baseline database for diagnostics — useful for debugging test selection.
# Show database summary (test count, file count, baselines, commit)
pytest-difftest inspect .pytest_cache/pytest-difftest/pytest_difftest.db
# Show which files a specific test depends on
pytest-difftest inspect .pytest_cache/pytest-difftest/pytest_difftest.db --test tests/test_foo.py::test_bar
# Show which tests depend on a specific file
pytest-difftest inspect .pytest_cache/pytest-difftest/pytest_difftest.db --file src/models.py
Development
Prerequisites
Setup
git clone https://github.com/PaulM5406/pytest-difftest.git
cd pytest-difftest
mise install
uv sync --all-extras --dev
maturin develop
Commands
maturin develop # Rebuild Rust extension
pytest # Python tests
cargo test --lib # Rust tests
cargo fmt && cargo clippy --lib -- -D warnings # Rust lint
ruff check python/ && ruff format python/ # Python lint
ty check python/ # Type check
Credits
Inspired by pytest-testmon. Built with RustPython's parser, PyO3, and Maturin.
License
Metadata
Release files for pytest-difftest 0.3.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
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|---|---|---|---|---|
| pytest_difftest-0.3.0.tar.gz | 67.0 kB | With provenance | Details |
Built distributions (wheels)
Total release size: 66.4 MB
Release files / pytest_difftest-0.3.0.tar.gz
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