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.pre-commit-config.yaml
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# =============================================================================
# Pre-commit Configuration for Data Science Projects
# =============================================================================
# Install: pip install pre-commit
# Setup: pre-commit install
# Run manually: pre-commit run --all-files
# Update hooks: pre-commit autoupdate
repos:
# =============================================================================
# General File Checks
# =============================================================================
- repo: https://github.com/pre-commit/pre-commit-hooks
rev: v4.5.0
hooks:
- id: trailing-whitespace
exclude: '\.md$' # Allow trailing whitespace in markdown
- id: end-of-file-fixer
- id: check-yaml
- id: check-json
- id: check-toml
- id: check-added-large-files
args: ['--maxkb=10000'] # 10MB max
- id: check-case-conflict
- id: check-merge-conflict
- id: detect-private-key
- id: mixed-line-ending
args: ['--fix=lf']
- id: check-docstring-first
- id: debug-statements
# =============================================================================
# Python Code Formatting with Ruff
# =============================================================================
- repo: https://github.com/astral-sh/ruff-pre-commit
rev: v0.1.9
hooks:
# Run the linter
- id: ruff
args: ['--fix']
types_or: [python, pyi, jupyter]
# Run the formatter
- id: ruff-format
types_or: [python, pyi, jupyter]
# =============================================================================
# Jupyter Notebook Cleanup
# =============================================================================
- repo: https://github.com/kynan/nbstripout
rev: 0.6.1
hooks:
- id: nbstripout
# Strips output from notebooks before committing
# Install: pip install nbstripout
# Alternative: Use nbqa to run tools on notebooks
# - repo: https://github.com/nbQA-dev/nbQA
# rev: 1.7.1
# hooks:
# - id: nbqa-ruff
# args: ['--fix']
# =============================================================================
# Security Checks
# =============================================================================
- repo: https://github.com/Yelp/detect-secrets
rev: v1.4.0
hooks:
- id: detect-secrets
args: ['--baseline', '.secrets.baseline']
exclude: package.lock.json
# Check for common security issues
- repo: https://github.com/PyCQA/bandit
rev: 1.7.5
hooks:
- id: bandit
args: ['-c', 'pyproject.toml']
additional_dependencies: ['bandit[toml]']
exclude: '^tests/'
# =============================================================================
# Type Checking (Optional - can be slow)
# =============================================================================
# - repo: https://github.com/pre-commit/mirrors-mypy
# rev: v1.7.1
# hooks:
# - id: mypy
# additional_dependencies: [types-all]
# args: ['--ignore-missing-imports']
# =============================================================================
# Markdown & Documentation
# =============================================================================
- repo: https://github.com/igorshubovych/markdownlint-cli
rev: v0.38.0
hooks:
- id: markdownlint
args: ['--fix']
# =============================================================================
# YAML Formatting
# =============================================================================
- repo: https://github.com/macisamuele/language-formatters-pre-commit-hooks
rev: v2.11.0
hooks:
- id: pretty-format-yaml
args: ['--autofix', '--indent', '2']
# =============================================================================
# Docker
# =============================================================================
- repo: https://github.com/hadolint/hadolint
rev: v2.12.0
hooks:
- id: hadolint-docker
# Dockerfile linter
# =============================================================================
# SQL Formatting (Optional)
# =============================================================================
# - repo: https://github.com/sqlfluff/sqlfluff
# rev: 2.3.5
# hooks:
# - id: sqlfluff-lint
# - id: sqlfluff-fix
# =============================================================================
# Check for Common Issues
# =============================================================================
- repo: local
hooks:
# Prevent committing to main/master directly
- id: prevent-main-commit
name: Prevent commits to main
entry: bash -c 'if [ "$(git rev-parse --abbrev-ref HEAD)" = "main" ] || [ "$(git rev-parse --abbrev-ref HEAD)" = "master" ]; then echo "Direct commits to main/master are not allowed"; exit 1; fi'
language: system
pass_filenames: false
always_run: true
# Check for TODO/FIXME comments (warning only)
- id: check-todos
name: Check for TODO/FIXME
entry: bash -c 'grep -rn "TODO\|FIXME" --include="*.py" . || true'
language: system
pass_filenames: false
always_run: true
verbose: true
# =============================================================================
# Configuration
# =============================================================================
default_language_version:
python: python3.11
# Fail fast - stop on first failure
fail_fast: false
# Files to exclude from all hooks
exclude: |
(?x)^(
\.git/|
\.venv/|
venv/|
\.mypy_cache/|
\.pytest_cache/|
\.ruff_cache/|
__pycache__/|
build/|
dist/|
\.eggs/|
data/|
models/|
checkpoints/
)
# =============================================================================
# CI Configuration (for GitHub Actions, Azure DevOps, etc.)
# =============================================================================
ci:
autofix_commit_msg: |
[pre-commit.ci] auto fixes from pre-commit hooks
for more information, see https://pre-commit.ci
autofix_prs: true
autoupdate_branch: ''
autoupdate_commit_msg: '[pre-commit.ci] pre-commit autoupdate'
autoupdate_schedule: weekly
skip: []
submodules: false