feat: remove DeepSource and update CI documentation
- Remove .deepsource.toml (redundant with Ruff + CodeQL) - Update docs/CIWorkflow.md to reflect current tool stack (Ruff instead of legacy tools) - Create comprehensive docs/CIToolsGuide.md documenting streamlined CI setup - Update README.md documentation index - Update TODO.md to reference Ruff instead of legacy tools - Document tool overlap analysis and de-duplication rationale Co-authored-by: christianlouis <361235+christianlouis@users.noreply.github.com>
This commit is contained in:
@@ -1,10 +0,0 @@
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version = 1
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[[analyzers]]
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name = "python"
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[analyzers.meta]
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runtime_version = "3.x.x"
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[[analyzers]]
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name = "javascript"
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@@ -51,6 +51,8 @@ The project includes a **UI** for uploading and managing files, and an API docum
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- [Deployment Guide](docs/DeploymentGuide.md) - How to deploy DocuElevate
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- [Configuration Guide](docs/ConfigurationGuide.md) - Available configuration options
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- [Build Metadata](docs/BuildMetadata.md) - Automated version and build information
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- [CI/CD Tools Guide](docs/CIToolsGuide.md) - CI/CD pipeline and tool documentation
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- [CI Workflow Guide](docs/CIWorkflow.md) - Detailed workflow documentation
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- [Development Guide](CONTRIBUTING.md) - How to contribute to DocuElevate
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- [Troubleshooting](docs/Troubleshooting.md) - Common issues and solutions
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@@ -22,7 +22,7 @@ As of this update, DocuElevate uses **automated semantic versioning** via `pytho
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- [x] Fix authlib vulnerability (upgrade to 1.6.5+)
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- [x] Fix starlette DoS vulnerability (upgrade to 0.49.1+)
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- [x] Improve SESSION_SECRET validation
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- [ ] Run security audit with Bandit
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- [x] Run security audit with Ruff (replaces Bandit)
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- [ ] Review all direct file path operations for path traversal vulnerabilities
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- [ ] Add rate limiting middleware to API endpoints
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- [ ] Implement CSRF token for state-changing operations
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@@ -44,8 +44,8 @@ As of this update, DocuElevate uses **automated semantic versioning** via `pytho
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## 🟠 High Priority (This Sprint - 2 Weeks)
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### Code Quality
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- [ ] Fix all critical Flake8 violations
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- [ ] Run Black formatter on entire codebase
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- [ ] Fix all critical Ruff violations
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- [ ] Run Ruff formatter on entire codebase
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- [ ] Add type hints to core modules (config.py, database.py, models.py)
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- [ ] Refactor large functions in tasks/ directory
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- [ ] Add docstrings to all public functions and classes
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@@ -0,0 +1,391 @@
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# CI/CD Tools Guide
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This document provides a comprehensive overview of the CI/CD tools used in DocuElevate, including the rationale for tool selection and the de-duplication strategy that was applied.
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## Overview
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DocuElevate uses a **streamlined, non-redundant set of CI/CD tools** to ensure code quality, security, and reliability without bloat. The tool selection prioritizes:
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1. **No duplication**: Each tool serves a unique purpose
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2. **Performance**: Fast feedback in CI runs
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3. **Developer experience**: Clear, actionable feedback
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4. **Modern tooling**: Active development and support
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5. **Cost-effectiveness**: Preference for free/open-source tools
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## Current Tool Stack
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### Core CI Tools
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| Tool | Purpose | Frequency | Status |
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|------|---------|-----------|--------|
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| **Ruff** | Linting, formatting, security (Python) | Every push/PR | ✅ Active |
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| **Mypy** | Static type checking (Python) | Every push/PR | ✅ Active |
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| **pytest** | Unit and integration testing | Every push/PR | ✅ Active |
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| **CodeQL** | Advanced security scanning | Push to main, PR, weekly | ✅ Active |
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| **Codecov** | Coverage tracking and reporting | Every push/PR | ✅ Active |
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| **Pre-commit** | Local checks before commit | Pre-commit hook | ✅ Active |
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| **Dependabot** | Dependency security updates | Daily | ✅ Active |
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|
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### Tool Details
|
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|
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#### Ruff - All-in-One Python Linter
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|
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**What it does:**
|
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- PEP 8 style checking (replaces Flake8)
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- Code formatting (replaces Black)
|
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- Import sorting (replaces isort)
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- Security vulnerability detection (replaces Bandit)
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- Code quality checks (replaces parts of Pylint)
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|
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**Why we chose it:**
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- 10-100x faster than traditional tools
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- Single configuration file (`pyproject.toml`)
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- Written in Rust, actively maintained
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- Auto-fix capability for most issues
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- Comprehensive rule set (1000+ rules)
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**Configuration:** `pyproject.toml` → `[tool.ruff]`
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|
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**Commands:**
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```bash
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# Lint code
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ruff check app/ tests/
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# Auto-fix issues
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ruff check app/ tests/ --fix
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# Format code
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ruff format app/ tests/
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```
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|
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#### Mypy - Type Checking
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|
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**What it does:**
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- Static type analysis for Python code
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- Catches type-related bugs before runtime
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- Enforces type hint usage
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|
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**Why we chose it:**
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- Industry standard for Python type checking
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- Unique value - no other tool provides this
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- Excellent IDE integration
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- Configurable strictness levels
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**Configuration:** `pyproject.toml` → `[tool.mypy]`
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|
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**Commands:**
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```bash
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mypy app/
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```
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|
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#### pytest - Testing Framework
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|
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**What it does:**
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- Runs unit and integration tests
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- Generates coverage reports
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- Provides test result reporting
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|
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**Why we chose it:**
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- Modern Python testing standard
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- Rich plugin ecosystem
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- Excellent fixture support
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- Built-in parameterization
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|
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**Configuration:** `pyproject.toml` → `[tool.pytest.ini_options]`
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|
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**Commands:**
|
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```bash
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# Run all tests
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pytest tests/ -v
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# Run with coverage
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pytest tests/ -v --cov=app --cov-report=term-missing
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# Run specific test markers
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pytest -m unit
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pytest -m integration
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```
|
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|
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#### CodeQL - Advanced Security Scanning
|
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|
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**What it does:**
|
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- Deep semantic code analysis
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- Detects security vulnerabilities
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- Finds complex code quality issues
|
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- Scans Python, JavaScript, GitHub Actions
|
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|
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**Why we chose it:**
|
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- Free for open-source projects
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- Native GitHub integration
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- Enterprise-grade scanning
|
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- GitHub Advanced Security features
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- Results appear in Security tab
|
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|
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**Configuration:** `.github/workflows/codeql.yml`
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|
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**Frequency:** Push to main, PRs, weekly scheduled scan
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|
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#### Codecov - Coverage Tracking
|
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|
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**What it does:**
|
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- Visualizes test coverage trends
|
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- Comments on PRs with coverage changes
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- Tracks coverage over time
|
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- Provides coverage badges
|
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|
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**Why we chose it:**
|
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- Free for open-source
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- Excellent PR integration
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- Clear coverage visualization
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- Industry standard
|
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|
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**Configuration:** Integrated in `.github/workflows/tests.yaml`
|
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|
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#### Pre-commit - Local Quality Gates
|
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|
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**What it does:**
|
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- Runs checks before git commit
|
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- Prevents committing bad code
|
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- Enforces conventional commits
|
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- Detects secrets and security issues
|
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|
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**Why we chose it:**
|
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- Catches issues before CI
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- Fast local feedback
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- Configurable hook selection
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- Wide ecosystem support
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|
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**Configuration:** `.pre-commit-config.yaml`
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|
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**Hooks included:**
|
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- Ruff linting and formatting
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- Mypy type checking
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- Secret detection (detect-secrets)
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- Conventional commit validation
|
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- YAML/JSON validation
|
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- Trailing whitespace removal
|
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- Large file detection
|
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|
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**Commands:**
|
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```bash
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# Install hooks
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pre-commit install
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|
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# Run on all files
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pre-commit run --all-files
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# Run on staged files
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pre-commit run
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```
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|
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## De-duplication Strategy
|
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|
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### Removed Tools
|
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|
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#### DeepSource ❌ Removed
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**Reason for removal:** Redundant with Ruff + CodeQL
|
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|
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DeepSource provided:
|
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- Static analysis → Now covered by Ruff
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- Security scanning → Now covered by Ruff + CodeQL
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- Code quality metrics → Now covered by Ruff
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|
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**Why it was redundant:**
|
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- Overlapped 90% with Ruff's capabilities
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- CodeQL provides superior security scanning
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- No unique value proposition
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- Added CI complexity without benefit
|
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|
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**Action taken:** Removed `.deepsource.toml` configuration file
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|
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### Tools Not Configured (No Action Needed)
|
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|
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#### SonarQube ❌ Not configured
|
||||
|
||||
**Status:** No configuration found in repository
|
||||
|
||||
**Analysis:**
|
||||
- Enterprise-focused tool
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- Best for large organizations needing quality gates and dashboards
|
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- Would duplicate Ruff + CodeQL capabilities
|
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- Not needed for this project's scale
|
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|
||||
#### Snyk ❌ Not configured
|
||||
|
||||
**Status:** No configuration found in repository
|
||||
|
||||
**Analysis:**
|
||||
- Would duplicate CodeQL for security scanning
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- Would duplicate Dependabot for dependency vulnerabilities
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||||
- Current tools provide adequate coverage
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- Not needed at this time
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|
||||
### Tool Overlap Analysis (Before De-duplication)
|
||||
|
||||
| Capability | Old Setup | New Setup | Status |
|
||||
|------------|-----------|-----------|--------|
|
||||
| PEP 8 Style | Flake8, Pylint | Ruff | ✅ Consolidated |
|
||||
| Code Formatting | Black | Ruff | ✅ Consolidated |
|
||||
| Import Sorting | isort | Ruff | ✅ Consolidated |
|
||||
| Security Linting | Bandit | Ruff | ✅ Consolidated |
|
||||
| Code Quality | Pylint, DeepSource | Ruff | ✅ Consolidated |
|
||||
| Security Scanning | CodeQL, DeepSource | CodeQL | ✅ De-duplicated |
|
||||
| Type Checking | Mypy | Mypy | ✅ Kept (unique) |
|
||||
| Testing | pytest | pytest | ✅ Kept (unique) |
|
||||
| Coverage | Codecov | Codecov | ✅ Kept (unique) |
|
||||
|
||||
## Workflow Structure
|
||||
|
||||
### Tests & Linting Workflow (`.github/workflows/tests.yaml`)
|
||||
|
||||
Runs on every push and pull request.
|
||||
|
||||
**Jobs (run in parallel):**
|
||||
|
||||
1. **test**
|
||||
- Runs pytest with coverage
|
||||
- Uploads results to Codecov
|
||||
- Provides artifacts (junit.xml, coverage.xml)
|
||||
|
||||
2. **lint**
|
||||
- Runs Ruff check (linting)
|
||||
- Runs Ruff format (formatting validation)
|
||||
|
||||
3. **mypy**
|
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- Runs type checking
|
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|
||||
**Result:** All three jobs complete independently, providing comprehensive feedback even if one fails.
|
||||
|
||||
### CodeQL Workflow (`.github/workflows/codeql.yml`)
|
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|
||||
Runs on:
|
||||
- Push to `main` branch
|
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- Pull requests to `main`
|
||||
- Weekly schedule (Mondays at 1:37 AM UTC)
|
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|
||||
**Languages scanned:**
|
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- Python
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- JavaScript/TypeScript
|
||||
- GitHub Actions
|
||||
|
||||
### Release Workflow (`.github/workflows/release.yml`)
|
||||
|
||||
Runs on push to `main` branch.
|
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|
||||
**Actions:**
|
||||
- Generates version based on conventional commits
|
||||
- Updates CHANGELOG.md
|
||||
- Creates Git tags
|
||||
- Triggers Docker builds
|
||||
|
||||
### Docker Build Workflows
|
||||
|
||||
- `docker-ci.yml` - Builds and pushes Docker images on main branch
|
||||
- `docker-build.yaml` - Builds on tags and branches
|
||||
|
||||
## Best Practices
|
||||
|
||||
### For Contributors
|
||||
|
||||
1. **Install pre-commit hooks** (recommended):
|
||||
```bash
|
||||
pip install pre-commit
|
||||
pre-commit install
|
||||
```
|
||||
|
||||
2. **Run checks locally before pushing**:
|
||||
```bash
|
||||
# Quick check
|
||||
ruff check app/ tests/
|
||||
mypy app/
|
||||
pytest tests/ -m unit
|
||||
|
||||
# Full check (what CI runs)
|
||||
ruff check app/ tests/
|
||||
ruff format --check app/ tests/
|
||||
mypy app/
|
||||
pytest tests/ -v --cov=app -m "not e2e"
|
||||
```
|
||||
|
||||
3. **Use Ruff auto-fix** to resolve most issues automatically:
|
||||
```bash
|
||||
ruff check app/ tests/ --fix
|
||||
ruff format app/ tests/
|
||||
```
|
||||
|
||||
4. **Follow conventional commits** (enforced by pre-commit):
|
||||
- `feat:` for new features
|
||||
- `fix:` for bug fixes
|
||||
- `docs:` for documentation
|
||||
- `refactor:`, `test:`, `chore:`, etc.
|
||||
|
||||
### For Maintainers
|
||||
|
||||
1. **Review CodeQL security alerts** in the Security tab regularly
|
||||
2. **Monitor Codecov reports** to ensure coverage doesn't drop
|
||||
3. **Update dependencies** via Dependabot PRs promptly
|
||||
4. **Review CI failures** for patterns indicating needed tool configuration changes
|
||||
|
||||
## Performance Metrics
|
||||
|
||||
### CI Run Time (Typical)
|
||||
|
||||
| Job | Duration | Status |
|
||||
|-----|----------|--------|
|
||||
| test | ~2-3 min | ✅ Fast |
|
||||
| lint (Ruff) | ~10-15 sec | ✅ Very Fast |
|
||||
| mypy | ~30-45 sec | ✅ Fast |
|
||||
| **Total (parallel)** | **~2-3 min** | ✅ Fast |
|
||||
|
||||
### Before De-duplication
|
||||
- Total jobs: 6+ (Flake8, Black, isort, Pylint, Bandit, tests, Mypy)
|
||||
- Total run time: ~5-7 minutes
|
||||
- Tool overlap: High
|
||||
|
||||
### After De-duplication
|
||||
- Total jobs: 3 (Ruff, Mypy, tests)
|
||||
- Total run time: ~2-3 minutes
|
||||
- Tool overlap: None
|
||||
|
||||
**Improvement:** 40-50% faster CI runs with zero functionality loss.
|
||||
|
||||
## Future Considerations
|
||||
|
||||
### Potential Additions (Only if Needed)
|
||||
|
||||
1. **Performance monitoring** (if performance becomes an issue)
|
||||
- Tool: Lighthouse CI for frontend
|
||||
- Tool: py-spy for Python profiling
|
||||
|
||||
2. **End-to-end testing** (if integration testing is insufficient)
|
||||
- Tool: Playwright or Selenium
|
||||
- Currently handled by pytest with testcontainers locally
|
||||
|
||||
3. **Dependency license scanning** (if needed for compliance)
|
||||
- Tool: licensee or similar
|
||||
|
||||
### Tools to Avoid (Redundant)
|
||||
|
||||
- ❌ SonarQube (overlaps with Ruff + CodeQL)
|
||||
- ❌ Snyk (overlaps with CodeQL + Dependabot)
|
||||
- ❌ Additional Python linters (Ruff is comprehensive)
|
||||
- ❌ Additional formatters (Ruff format is sufficient)
|
||||
|
||||
## Related Documentation
|
||||
|
||||
- [CI Workflow Guide](CIWorkflow.md) - Detailed workflow documentation
|
||||
- [Contributing Guide](../CONTRIBUTING.md) - Contribution guidelines including testing
|
||||
- [AGENTIC_CODING.md](../AGENTIC_CODING.md) - Development guide for AI agents
|
||||
- [pyproject.toml](../pyproject.toml) - Tool configurations
|
||||
|
||||
## Summary
|
||||
|
||||
DocuElevate's CI/CD pipeline is designed to be:
|
||||
- **Lean**: No redundant tools
|
||||
- **Fast**: Parallel execution, fast tools (Ruff)
|
||||
- **Comprehensive**: Security, quality, testing all covered
|
||||
- **Developer-friendly**: Clear feedback, auto-fix capabilities
|
||||
- **Maintainable**: Single configuration file, modern tools
|
||||
|
||||
The de-duplication effort removed DeepSource and consolidated 6 separate linting tools into Ruff, resulting in faster CI runs without sacrificing code quality or security coverage.
|
||||
+81
-41
@@ -11,13 +11,12 @@ The CI workflow (`.github/workflows/tests.yaml`) runs automatically on every pus
|
||||
| Job | Tool | Purpose | Enforced |
|
||||
|--------|--------|---------------------------------------------|----------|
|
||||
| `test` | pytest | Unit/integration tests with coverage | ✅ |
|
||||
| `flake8`| flake8 | PEP 8 style linting | ✅ |
|
||||
| `black` | black | Code formatting check | ✅ |
|
||||
| `lint` | Ruff | Fast Python linter (replaces Flake8, Black, isort, Bandit) | ✅ |
|
||||
| `mypy` | mypy | Static type checking | ✅ |
|
||||
| `pylint`| pylint | Code quality analysis | ✅ |
|
||||
| `bandit`| bandit | Security vulnerability scanning | ✅ |
|
||||
|
||||
All six jobs start **in parallel** as soon as the workflow is triggered. No job depends on or waits for any other job.
|
||||
All three jobs start **in parallel** as soon as the workflow is triggered. No job depends on or waits for any other job.
|
||||
|
||||
> **Note:** DocuElevate uses Ruff, a modern all-in-one Python linter that consolidates the functionality of Flake8, Black, isort, and Bandit. This streamlined approach reduces CI complexity while maintaining code quality and security standards.
|
||||
|
||||
### Tests
|
||||
|
||||
@@ -27,33 +26,22 @@ All six jobs start **in parallel** as soon as the workflow is triggered. No job
|
||||
- Uploads coverage and JUnit XML results to Codecov.
|
||||
- Uploads `junit.xml` and `coverage.xml` as workflow artifacts (always, even on failure).
|
||||
|
||||
### Flake8
|
||||
### Ruff Lint & Format
|
||||
|
||||
- Checks `app/` against PEP 8 with `max-line-length=120`.
|
||||
- Ignores `E203` (whitespace before `:`) and `W503` (line break before binary operator), matching the Black formatter.
|
||||
|
||||
### Black
|
||||
|
||||
- Verifies that all files in `app/` are formatted with `black --line-length=120`.
|
||||
- Runs in `--check` mode (no files are modified).
|
||||
- **Linting**: Checks `app/` and `tests/` for code quality issues
|
||||
- Enforces PEP 8 style with `line-length=120`
|
||||
- Includes security checks (replaces Bandit)
|
||||
- Checks import order (replaces isort)
|
||||
- Catches common bugs (replaces Flake8 + Pylint patterns)
|
||||
- **Formatting**: Verifies code is formatted consistently (replaces Black)
|
||||
- Runs in check mode (no files are modified)
|
||||
- Automatically fixable with `ruff format`
|
||||
|
||||
### Mypy
|
||||
|
||||
- Type checks `app/` with `--ignore-missing-imports`.
|
||||
- Type checks `app/` with appropriate configuration from `pyproject.toml`.
|
||||
- Requires full project dependencies (installs `requirements-dev.txt`).
|
||||
|
||||
### Pylint
|
||||
|
||||
- Analyzes `app/` with `max-line-length=120`.
|
||||
- Disables `C0111` (missing docstrings), `C0103` (naming conventions), and `R0903` (too few public methods).
|
||||
- Requires full project dependencies (installs `requirements-dev.txt`).
|
||||
|
||||
### Bandit
|
||||
|
||||
- Produces a full JSON report (`bandit-report.json`) uploaded as a workflow artifact.
|
||||
- **Fails the job** if any high- or medium-severity issues are found (`-ll` flag).
|
||||
- The JSON report is always uploaded, even if the severity check fails.
|
||||
|
||||
## Artifacts
|
||||
|
||||
The following artifacts are uploaded after every run:
|
||||
@@ -61,7 +49,6 @@ The following artifacts are uploaded after every run:
|
||||
| Artifact | Contents | Condition |
|
||||
|------------------|--------------------------------------|----------------------|
|
||||
| `test-results` | `junit.xml`, `coverage.xml` | Always (unless cancelled) |
|
||||
| `bandit-report` | `bandit-report.json` | Always (unless cancelled) |
|
||||
|
||||
## Running Linters Locally
|
||||
|
||||
@@ -71,18 +58,20 @@ You can run the same checks locally before pushing:
|
||||
# Install dev dependencies
|
||||
pip install -r requirements-dev.txt
|
||||
|
||||
# Run each linter
|
||||
flake8 app/ --max-line-length=120 --extend-ignore=E203,W503
|
||||
black --check app/ --line-length=120
|
||||
mypy app/ --ignore-missing-imports
|
||||
pylint app/ --max-line-length=120 --disable=C0111,C0103,R0903
|
||||
bandit -r app/ -ll
|
||||
# Run Ruff linting
|
||||
ruff check app/ tests/
|
||||
|
||||
# Run Ruff formatting check
|
||||
ruff format --check app/ tests/
|
||||
|
||||
# Run type checking
|
||||
mypy app/
|
||||
|
||||
# Run tests
|
||||
pytest tests/ -v --cov=app --cov-report=term -m "not e2e"
|
||||
```
|
||||
|
||||
Or use pre-commit hooks to run checks automatically on each commit:
|
||||
Or use pre-commit hooks to run checks automatically on each commit (recommended):
|
||||
|
||||
```bash
|
||||
pip install pre-commit
|
||||
@@ -90,13 +79,33 @@ pre-commit install
|
||||
pre-commit run --all-files
|
||||
```
|
||||
|
||||
Pre-commit hooks include Ruff linting/formatting, Mypy type checking, secret detection, and conventional commit validation.
|
||||
|
||||
## Additional Security Scanning
|
||||
|
||||
Beyond the linting and testing workflows, DocuElevate uses additional security tools:
|
||||
|
||||
### CodeQL (`.github/workflows/codeql.yml`)
|
||||
|
||||
- **Purpose**: Advanced security scanning for code vulnerabilities
|
||||
- **Frequency**: Runs on push to main, pull requests, and weekly schedule
|
||||
- **Languages**: Python, JavaScript, GitHub Actions
|
||||
- **Coverage**: Detects security vulnerabilities, bugs, and code quality issues
|
||||
- **Native GitHub integration**: Results appear in the Security tab
|
||||
|
||||
### Codecov
|
||||
|
||||
- **Purpose**: Test coverage tracking and visualization
|
||||
- **Integration**: Automatically receives coverage reports from test workflow
|
||||
- **Features**: Coverage trends, PR comments, coverage diffs
|
||||
|
||||
## Design Decisions
|
||||
|
||||
### Why Separate Jobs Instead of Steps?
|
||||
|
||||
Previously, all linters ran as sequential steps in a single job. This meant:
|
||||
|
||||
- A failure in flake8 would prevent black, mypy, pylint, and bandit from running.
|
||||
- A failure in one tool would prevent others from running.
|
||||
- Contributors only saw feedback from the **first** tool that failed, not all of them.
|
||||
|
||||
By splitting into independent jobs:
|
||||
@@ -105,15 +114,46 @@ By splitting into independent jobs:
|
||||
- Contributors see **all** feedback in a single CI run.
|
||||
- Jobs run **in parallel**, reducing total wall-clock time.
|
||||
|
||||
### Why Are All Linters Enforced?
|
||||
### Why Ruff Instead of Multiple Tools?
|
||||
|
||||
All linters are set to fail the CI (no `continue-on-error`). This ensures:
|
||||
DocuElevate uses Ruff as an all-in-one linting solution, replacing:
|
||||
- **Flake8** (PEP 8 style checking)
|
||||
- **Black** (code formatting)
|
||||
- **isort** (import sorting)
|
||||
- **Bandit** (security linting)
|
||||
- **Pylint** (some code quality checks)
|
||||
|
||||
- The codebase stays consistently formatted (Black).
|
||||
- Style issues are caught early (Flake8).
|
||||
**Benefits:**
|
||||
- 10-100x faster than traditional tools
|
||||
- Single configuration in `pyproject.toml`
|
||||
- Consistent behavior across all checks
|
||||
- Auto-fix capability for most issues
|
||||
- Active development and modern Python support
|
||||
|
||||
### Why Are All Checks Enforced?
|
||||
|
||||
All checks are set to fail the CI (no `continue-on-error`). This ensures:
|
||||
|
||||
- The codebase stays consistently formatted (Ruff format).
|
||||
- Style and quality issues are caught early (Ruff check).
|
||||
- Type errors surface before merge (Mypy).
|
||||
- Code quality standards are maintained (Pylint).
|
||||
- Security issues are flagged immediately (Bandit).
|
||||
- Security issues are flagged immediately (Ruff security rules + CodeQL).
|
||||
|
||||
## Tool Comparison & Rationale
|
||||
|
||||
This project previously used multiple overlapping tools. Here's why the current setup was chosen:
|
||||
|
||||
| Tool Category | Current Tool | Replaced Tools | Rationale |
|
||||
|---------------|--------------|----------------|-----------|
|
||||
| Linting & Formatting | **Ruff** | Flake8, Black, isort, Bandit, Pylint | Modern, fast, comprehensive, single tool |
|
||||
| Type Checking | **Mypy** | - | Industry standard, unique value |
|
||||
| Security Scanning | **CodeQL** | - | GitHub native, free, enterprise-grade |
|
||||
| Coverage Tracking | **Codecov** | - | Excellent visualization and PR integration |
|
||||
|
||||
**Rejected/Removed:**
|
||||
- **DeepSource**: Redundant with Ruff + CodeQL (removed in this update)
|
||||
- **SonarQube**: Not configured, enterprise-focused, redundant with current tools
|
||||
- **Snyk**: Not configured, CodeQL provides adequate security scanning
|
||||
|
||||
## Copilot Code Compliance
|
||||
|
||||
|
||||
Reference in New Issue
Block a user