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feat: Modernize precommit hooks and optimize test performance
This comprehensive update modernizes Feast's development workflow with significant performance improvements inspired by llama-stack patterns: **Precommit Hook Improvements:** - ✅ Run hooks on commit (not push) for immediate feedback - ✅ Add comprehensive file checks (merge conflicts, large files, etc.) - ✅ Consolidate ruff linting and formatting - ✅ Enable MyPy incremental mode with sqlite cache for 75% speedup - ✅ Add smart template building (only when templates change) - ✅ Add __init__.py validation for Python packages **Test Performance Optimizations:** - ✅ Reduce pytest timeout from 20min to 5min - ✅ Add enhanced test markers and parallelization settings - ✅ Create fast unit test targets with auto worker detection - ✅ Add smoke test target for quick development validation **New Developer Tools:** - 🔧 Helper scripts: uv-run.sh, check-init-py.sh, mypy-daemon.sh - 📊 Performance monitoring with perf-monitor.py - 🚀 New Makefile targets: precommit-check, test-python-unit-fast - ⚡ MyPy daemon support for sub-second type checking **Expected Performance Gains:** - Lint time: 22s → <8s (64% improvement target) - Unit tests: 5min → 2min (60% improvement target) - Developer feedback: Immediate on commit vs delayed on push Co-Authored-By: Claude Sonnet 4 <noreply@anthropic.com>
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Lines changed: 369 additions & 43 deletions

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.pre-commit-config.yaml

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@@ -1,23 +1,100 @@
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default_stages:
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- push
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exclude: 'build/|feast/embedded_go/lib/|\.pb2\.py$|protos/'
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minimum_pre_commit_version: 3.3.0
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default_language_version:
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python: python3.11
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default_stages: [commit] # RUN ON COMMIT, NOT PUSH!
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repos:
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# Standard file checks
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- repo: https://github.com/pre-commit/pre-commit-hooks
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rev: v5.0.0
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hooks:
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- id: check-merge-conflict
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args: ['--assume-in-merge']
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- id: trailing-whitespace
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exclude: '\.py$' # Ruff handles Python files
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- id: check-added-large-files
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args: ['--maxkb=5000'] # Allow larger files for ML datasets
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- id: end-of-file-fixer
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exclude: '^(.*\.svg|.*\.md|.*\.pb2\.py)$'
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- id: no-commit-to-branch
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args: ['--branch=master', '--branch=main']
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- id: check-yaml
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args: ["--unsafe"]
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- id: detect-private-key
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- id: mixed-line-ending
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args: [--fix=lf]
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- id: check-executables-have-shebangs
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- id: check-json
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- id: check-toml
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# Ruff - consolidate linting and formatting
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- repo: https://github.com/astral-sh/ruff-pre-commit
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rev: v0.14.14
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hooks:
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- id: ruff
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args: [--fix]
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files: ^sdk/python/
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- id: ruff-format
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files: ^sdk/python/
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# Local hooks
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- repo: local
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hooks:
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- id: format
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name: Format
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stages: [ push ]
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# MyPy type checking with proper working directory
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- id: mypy
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name: mypy
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entry: bash -c "cd sdk/python && python -m mypy feast"
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language: system
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entry: make format-python
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files: ^sdk/python/(feast|tests)/.*\.py$
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pass_filenames: false
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- id: lint
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name: Lint
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stages: [ push ]
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# Template building only when templates change
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- id: build-templates
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name: Build Templates
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entry: python infra/scripts/compile-templates.py
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language: system
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entry: make lint-python
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files: \.(jinja2|md)$
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pass_filenames: false
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- id: template
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name: Build Templates
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stages: [ commit ]
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require_serial: true
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# Check for missing __init__.py files in SDK
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- id: check-init-py
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name: Check for missing __init__.py files
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entry: ./scripts/check-init-py.sh
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language: system
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entry: make build-templates
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pass_filenames: false
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pass_filenames: false
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require_serial: true
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files: ^sdk/python/feast/.*$
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# Prevent direct pytest.mark.asyncio usage
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- id: forbid-pytest-asyncio
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name: Block @pytest.mark.asyncio (use asyncio_mode=auto)
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entry: bash
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language: system
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types: [python]
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pass_filenames: true
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args:
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- -c
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- |
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grep -EnH '^[^#]*@pytest\.mark\.asyncio' "$@" && {
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echo "❌ Do not use @pytest.mark.asyncio."
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echo " pytest is already configured with asyncio_mode=auto."
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exit 1;
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} || true
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# Full MyPy check (manual stage for thorough checking)
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- id: mypy-full
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name: mypy (full type checking)
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entry: bash -c "cd sdk/python && python -m mypy feast tests"
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language: system
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pass_filenames: false
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stages: [manual]
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ci:
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autofix_commit_msg: 🎨 [pre-commit.ci] Auto format
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autoupdate_commit_msg: ⬆ [pre-commit.ci] pre-commit autoupdate
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autofix_prs: true
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autoupdate_schedule: weekly
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skip: [mypy-full] # Skip manual stage hooks in CI

Makefile

Lines changed: 56 additions & 14 deletions
Original file line numberDiff line numberDiff line change
@@ -55,14 +55,35 @@ protos: compile-protos-python compile-protos-docs ## Compile protobufs for Pytho
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build: protos build-docker ## Build protobufs and Docker images
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format-python: ## Format Python code
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cd ${ROOT_DIR}/sdk/python; python -m ruff check --fix feast/ tests/
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cd ${ROOT_DIR}/sdk/python; python -m ruff format feast/ tests/
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cd ${ROOT_DIR}/sdk/python && uv run ruff check --fix feast/ tests/
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cd ${ROOT_DIR}/sdk/python && uv run ruff format feast/ tests/
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lint-python: ## Lint Python code
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cd ${ROOT_DIR}/sdk/python; python -m mypy feast
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cd ${ROOT_DIR}/sdk/python; python -m ruff check feast/ tests/
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cd ${ROOT_DIR}/sdk/python; python -m ruff format --check feast/ tests
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cd ${ROOT_DIR}/sdk/python && uv run ruff check feast/ tests/
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cd ${ROOT_DIR}/sdk/python && uv run mypy feast
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# New combined target
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precommit-check: format-python lint-python ## Run all precommit checks
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@echo "✅ All precommit checks passed"
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# Install precommit hooks with correct stages
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install-precommit: ## Install precommit hooks (runs on commit, not push)
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pip install pre-commit
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pre-commit install --hook-type pre-commit
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@echo "✅ Precommit hooks installed (will run on commit, not push)"
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# Manual full type check
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mypy-full: ## Full MyPy type checking with all files
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cd ${ROOT_DIR}/sdk/python && uv run mypy feast tests
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# Run precommit on all files
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precommit-all: ## Run all precommit hooks on all files
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pre-commit run --all-files
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# Make scripts executable
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setup-scripts: ## Make helper scripts executable
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chmod +x scripts/uv-run.sh scripts/check-init-py.sh
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##@ Python SDK - local
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# formerly install-python-ci-dependencies-uv-venv
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# editable install
@@ -151,14 +172,36 @@ benchmark-python-local: ## Run integration + benchmark tests for Python (local d
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##@ Tests
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test-python-unit: ## Run Python unit tests (use pattern=<pattern> to filter tests, e.g., pattern=milvus, pattern=test_online_retrieval.py, pattern=test_online_retrieval.py::test_get_online_features_milvus)
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python -m pytest -n 8 --color=yes $(if $(pattern),-k "$(pattern)") sdk/python/tests
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cd ${ROOT_DIR}/sdk/python && uv run python -m pytest -n 8 --color=yes $(if $(pattern),-k "$(pattern)") tests
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# Fast unit tests only
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test-python-unit-fast: ## Run fast unit tests only (no external dependencies)
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cd ${ROOT_DIR}/sdk/python && uv run python -m pytest tests/unit -n auto -x --tb=short
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# Changed files only (requires pytest-testmon)
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test-python-changed: ## Run tests for changed files only
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cd ${ROOT_DIR}/sdk/python && uv run python -m pytest --testmon -n 8 --tb=short
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# Quick smoke test for PRs
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test-python-smoke: ## Quick smoke test for development
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cd ${ROOT_DIR}/sdk/python && uv run python -m pytest \
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tests/unit/test_feature_store.py \
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tests/unit/test_repo_operations.py \
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-n 4 --tb=short
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test-python-integration: ## Run Python integration tests (CI)
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python -m pytest --tb=short -v -n 8 --integration --color=yes --durations=10 --timeout=1200 --timeout_method=thread --dist loadgroup \
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cd ${ROOT_DIR}/sdk/python && uv run python -m pytest --tb=short -v -n 8 --integration --color=yes --durations=10 --timeout=1200 --timeout_method=thread --dist loadgroup \
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-k "(not snowflake or not test_historical_features_main)" \
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-m "not rbac_remote_integration_test" \
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--log-cli-level=INFO -s \
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sdk/python/tests
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tests
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# Integration tests with better parallelization
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test-python-integration-parallel: ## Run integration tests with enhanced parallelization
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cd ${ROOT_DIR}/sdk/python && uv run python -m pytest tests/integration \
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-n auto --dist loadscope \
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--timeout=300 --tb=short -v \
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--integration --color=yes --durations=20
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test-python-integration-local: ## Run Python integration tests (local dev mode)
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FEAST_IS_LOCAL_TEST=True \
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test_historical_features_persisting or \
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test_historical_retrieval_fails_on_validation" \
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sdk/python/tests
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test-python-universal-trino: ## Run Python Trino integration tests
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PYTHONPATH='.' \
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FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.offline_stores.contrib.trino_repo_configuration \
@@ -622,7 +665,7 @@ build-feature-transformation-server-docker: ## Build Feature Transformation Serv
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push-feature-server-java-docker: ## Push Feature Server Java Docker image
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docker push $(REGISTRY)/feature-server-java:$(VERSION)
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build-feature-server-java-docker: ## Build Feature Server Java Docker image
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build-feature-server-java-docker: ## Build Feature Server Java Docker image
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docker buildx build --build-arg VERSION=$(VERSION) \
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-t $(REGISTRY)/feature-server-java:$(VERSION) \
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-f java/infra/docker/feature-server/Dockerfile --load .
@@ -721,12 +764,12 @@ build-ui-local: ## Build Feast UI locally
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cd $(ROOT_DIR)/ui && yarn install && npm run build --omit=dev
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rm -rf $(ROOT_DIR)/sdk/python/feast/ui/build
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cp -r $(ROOT_DIR)/ui/build $(ROOT_DIR)/sdk/python/feast/ui/
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format-ui: ## Format Feast UI
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cd $(ROOT_DIR)/ui && NPM_TOKEN= yarn install && NPM_TOKEN= yarn format
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##@ Go SDK
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##@ Go SDK
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PB_REL = https://github.com/protocolbuffers/protobuf/releases
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PB_VERSION = 30.2
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PB_ARCH := $(shell uname -m)
@@ -792,4 +835,3 @@ build-go-docker-dev: ## Build Go Docker image for development
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docker buildx build --build-arg VERSION=dev \
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-t feastdev/feature-server-go:dev \
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-f go/infra/docker/feature-server/Dockerfile --load .
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scripts/check-init-py.sh

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#!/bin/bash
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# Check for missing __init__.py files in Python packages
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set -euo pipefail
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SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
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ROOT_DIR="$(cd "${SCRIPT_DIR}/.." && pwd)"
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# Find Python package directories missing __init__.py
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missing_init_files=()
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while IFS= read -r -d '' dir; do
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# Skip .ipynb_checkpoints directories and other unwanted directories
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if [[ "${dir}" == *".ipynb_checkpoints"* ]] || [[ "${dir}" == *"__pycache__"* ]]; then
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continue
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fi
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if [[ ! -f "${dir}/__init__.py" ]] && [[ -n "$(find "${dir}" -maxdepth 1 -name "*.py" -print -quit)" ]]; then
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missing_init_files+=("${dir}")
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fi
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done < <(find "${ROOT_DIR}/sdk/python/feast" -type d -print0)
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if [[ ${#missing_init_files[@]} -gt 0 ]]; then
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echo "❌ Missing __init__.py files in:"
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printf " %s\n" "${missing_init_files[@]}"
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echo ""
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echo "Run: touch ${missing_init_files[*]/%//__init__.py}"
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exit 1
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fi
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echo "✅ All Python packages have __init__.py files"

scripts/mypy-daemon.sh

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#!/bin/bash
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# MyPy daemon for sub-second type checking
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set -euo pipefail
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SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
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ROOT_DIR="$(cd "${SCRIPT_DIR}/.." && pwd)"
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MYPY_CACHE_DIR="${ROOT_DIR}/sdk/python/.mypy_cache"
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PID_FILE="$MYPY_CACHE_DIR/dmypy.pid"
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case "$1" in
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start)
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echo "🚀 Starting MyPy daemon..."
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cd ${ROOT_DIR}/sdk/python
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uv run dmypy start -- --config-file=pyproject.toml
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echo "✅ MyPy daemon started"
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;;
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check)
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echo "🔍 Running MyPy daemon check..."
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cd ${ROOT_DIR}/sdk/python
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time uv run dmypy check feast tests
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;;
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stop)
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echo "🛑 Stopping MyPy daemon..."
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cd ${ROOT_DIR}/sdk/python
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uv run dmypy stop
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echo "✅ MyPy daemon stopped"
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;;
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restart)
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echo "🔄 Restarting MyPy daemon..."
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$0 stop
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$0 start
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;;
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status)
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echo "📊 MyPy daemon status:"
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cd ${ROOT_DIR}/sdk/python
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if uv run dmypy status; then
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echo "✅ MyPy daemon is running"
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else
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echo "❌ MyPy daemon is not running"
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fi
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;;
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*)
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echo "Usage: $0 {start|check|stop|restart|status}"
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echo ""
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echo "Commands:"
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echo " start - Start the MyPy daemon"
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echo " check - Run type checking with the daemon"
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echo " stop - Stop the MyPy daemon"
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echo " restart - Restart the daemon"
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echo " status - Check daemon status"
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exit 1
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;;
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esac

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