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django-test-performance

Improve slow Django test suites through measured profiling, safe test settings, database and migration tuning, parallel execution, test-data cleanup…

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技能内容

Django Test Performance

Use this as the orchestration skill for speeding up a Django test suite. Do not start by changing settings blindly; first measure the suite and then pick the smallest safe optimization with a repeatable verification command.

Core Workflow

  1. Establish a baseline.
  • Run the same command developers or CI use.
  • Capture wall-clock time, runner, settings module, database backend, worker count, and branch.
  • If the cause is unclear, use django-test-profiling before changing behavior.
  1. Classify the dominant cost.
  • Startup/import/discovery: reduce collection scope and expensive app initialization.
  • Database creation/migrations: reuse DB locally, squash migration history, or improve database storage.
  • Per-test setup: reduce fixture data, use factories, and use setUpTestData.
  • External backends: replace file storage, cache, task queues, and instrumentation with test-safe backends.
  • Long tail of tests: parallelize after isolation checks.
  1. Apply low-risk wins first.
  • Fast password hasher.
  • DEBUG = False in tests.
  • Disable database serialization when serialized rollback is not needed.
  • Disable debug toolbar, Sentry/Rollbar/APM initialization, and other instrumentation.
  • In-memory or local test backends for storage, cache, and task queues.
  • See [speed-wins.md](references/speed-wins.md).
  1. Improve data and structure.
  • Use django-test-data for factory, fixture, setUpTestData, TestCase, and integration-vs-unit decisions.
  1. Improve migrations and database setup.
  • Use --keepdb or --reuse-db for local repeat runs.
  • Force rebuilds when migration history changes.
  • Prefer squashing migrations over disabling migrations globally.
  • Keep the test database backend close to production unless the project is database-agnostic.
  1. Parallelize only when safe.
  • Use django-test-parallelization for order isolation, shared resources, and worker configuration.
  1. Re-measure with the original baseline command.
  • Report before/after runtime and the changed risk surface.
  • Keep or revert each optimization based on measured impact and behavioral fidelity.

Default Commands

time python manage.py test
python manage.py test --timing
python manage.py test --keepdb

time pytest
pytest --durations 20
pytest --reuse-db
pytest --create-db

Decision Rules

  • If you cannot name the bottleneck, profile first.
  • If a setting changes production-like behavior, keep the override narrow and document why tests remain representative.
  • Avoid broad TESTING = True branches in application code; use explicit settings and test helpers.
  • Do not swap PostgreSQL/MySQL/MariaDB projects to SQLite just for speed unless production is SQLite or the project intentionally supports many backends.
  • Do not disable migrations as the normal path. If a legacy project insists, run real migrations in CI.
  • Keep local speed shortcuts from hiding CI coverage. CI should run slow tests and migration-realistic paths somewhere.

Handoff Map

| Situation | Use |

|-----------|-----|

| Need timings, slow-test lists, flame graphs, or cProfile output | django-test-profiling |

| Enabling --parallel, pytest-xdist, or debugging random failures | django-test-parallelization |

| Fixture bloat, factories, setUpTestData, TestCase class choices | django-test-data |

| Mocking settings, HTTP, time, output, or command input safely | django-targeted-mocking |

| CI cache, split jobs, slow markers, runner scale | django-ci-test-optimization |

Verification

Before finishing, provide:

  • Baseline and final runtime from the same command.
  • A ranked list of changes made or recommended.
  • Risks introduced by each test-only override.
  • Commands the project should keep for local and CI verification.

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