chore: remove the Python service; Python is the training stack only
Phase 4 of docs/RUST_REWRITE.md. Since 2026-10-18 ping-collector (rust/) collects, forecasts, notifies (ntfy + Matrix) and serves the website/API; nothing in production ran the Python service code any more. Removed (~17k lines): the FastAPI app (web_api, schemas, health_check, metrics, postgres_history, forecast_history, thaiwater), the Python RID collector and CLI (water_scraper_v3, main, run.py), the notifier and Matrix alerting (notify, alerting), the multi-backend adapters (SQLite, MySQL, InfluxDB, VictoriaMetrics) with demo databases, models/validators/exceptions/ logging/rate limiter, ml/skill.py (served by Rust now), the migration tooling (api_parity, collector_parity, e2e_notify, install_collector.sh, gen_notify_cases.py, spikes/rust-forecast), Docker/compose/Grafana files, sql/, the release workflow and the docs for all of that. Their tests went with them. Kept in Python: src/ml (training, evaluation harness, export; predict.py as the reference the Rust forecaster is tested against), the HII and RID-dam clients/stores for the archive backfills (their live collectors removed), the backfill scripts, retrain.sh + timer, forecast_parity.py. - PostgreSQL only: src/config.py is database_url() from POSTGRES_* / .env; the stores lost their sqlite/mysql branches (and the 2026-08 column migration). The database tests run against a throwaway schema from TEST_DATABASE_URL (tests/conftest.py pg_url, skipped without it), as the Rust tests do; CI gets a PostgreSQL service. 100 tests (66 without a DB). - The notifier settings moved from src/notify.py into src/ml/export.py; flood_config.json regenerates byte-identical. - tests/test_dashboard.py checks every path the dashboard fetches against ping-collector's router. - Dependencies: fastapi, uvicorn, pydantic, influxdb, pymysql, psutil, schedule, sphinx, pyinstaller, mypy, pytest-asyncio dropped; python-dotenv 1.1.1 explicit (it came in through uvicorn[standard]). - Formatting contract extended to scripts/ and tests/ (reformatted once). - scripts/install.sh is the one installer (fresh host or update, in place in a checkout without touching its ownership): binary, units, uv sync, .env defaults, removes the retired water-monitor.service and any old --alert-check cron job, dry run + forecast check, restart, readiness wait. - Docs, CLAUDE.md, CONTRIBUTING.md, .env.example, Makefile, unit comments and Rust doc comments updated to the Rust service.
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# Contributing to Northern Thailand Ping River Monitor
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# Contributing
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Thank you for your interest in contributing to the Northern Thailand Ping River Monitor! This document provides guidelines and information for contributors.
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Issues and merge requests on
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[git.b4l.co.th](https://git.b4l.co.th/B4L/Northern-Thailand-Ping-River-Monitor).
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The repository has two halves: the service in Rust (`rust/`, see
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[rust/README.md](rust/README.md)) and the model training/evaluation stack in Python
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(`src/ml`, see [docs/FLOOD_FORECASTING.md](docs/FLOOD_FORECASTING.md)).
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## 🚀 Getting Started
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## Setup
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### Prerequisites
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- Python 3.9 or higher
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- Git
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- Basic knowledge of water monitoring systems
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- Familiarity with FastAPI and time-series databases (optional)
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- Python 3.11 and [uv](https://docs.astral.sh/uv/) (3.12+ has no pandas 2.0.3 wheels)
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- Rust >= 1.88 from [rustup](https://rustup.rs), plus `pkg-config` and `libssl-dev` on Linux
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- Docker (or any PostgreSQL 16) for the database tests
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### Development Setup
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```bash
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git clone https://git.b4l.co.th/B4L/Northern-Thailand-Ping-River-Monitor.git
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cd Northern-Thailand-Ping-River-Monitor
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make install # uv sync + pre-commit hooks
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docker run -d --name ping-pg -e POSTGRES_PASSWORD=ping -e POSTGRES_DB=ping -p 55432:5432 postgres:16
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export TEST_DATABASE_URL=postgres://postgres:ping@localhost:55432/ping
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make check # format check, flake8, clippy, pytest, cargo test, Rust 1.88
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```
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1. **Clone the repository:**
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```bash
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git clone https://git.b4l.co.th/B4L/Northern-Thailand-Ping-River-Monitor.git
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cd Northern-Thailand-Ping-River-Monitor
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```
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Without `TEST_DATABASE_URL` the database tests are skipped, the rest still run.
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2. **Create a virtual environment:**
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```bash
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python -m venv venv
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source venv/bin/activate # On Windows: venv\Scripts\activate
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```
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## Before a merge request
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3. **Install dependencies:**
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```bash
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pip install -r requirements.txt
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```
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- `make format`, then `make check` green. CI runs the same (`.gitea/workflows/`).
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- One logical change per commit, imperative subject (`fix(collector): ...`,
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`feat(web): ...`, `docs: ...`).
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- Dashboard changes (`src/static/dashboard.html`): every visible string in English
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and Thai (`t()` table); a screenshot in the merge request.
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- API changes: keep existing fields and formats; external clients read them. New
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parameters go into the route's declaration in `rust/collector/src/web/params.rs`,
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which also documents them at `/docs`.
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- Model changes: evaluate with `scripts/evaluate_variants.py` (rolling origin, judged
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on first-alert lead and false alarms) and record the result in
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`docs/FLOOD_FORECASTING.md` section 5, whether it helped or not. A feature change
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must be ported to `rust/forecast` in the same change (see CLAUDE.md for the
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fixture and config regeneration steps).
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- Never commit credentials, `.env`, trained models (`models/*.joblib`,
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`models/*.json.gz`) or the server's private addresses.
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4. **Run tests:**
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```bash
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python test_integration.py
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```
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## Useful commands
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5. **Start the development server:**
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```bash
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python run.py --web-api
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```
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## 🔧 Development Guidelines
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### Code Style
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- Follow PEP 8 Python style guidelines
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- Use type hints for all function parameters and return values
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- Write descriptive docstrings for all classes and functions
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- Keep functions focused and under 50 lines when possible
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### Testing
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- Write tests for new features
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- Ensure all existing tests pass before submitting
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- Test both success and error cases
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- Include integration tests for API endpoints
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### Documentation
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- Update README.md for new features
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- Add docstrings to all new functions and classes
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- Update API documentation for new endpoints
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- Include examples in documentation
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## 📝 Contribution Process
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### 1. Issue Creation
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- Check existing issues before creating new ones
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- Use clear, descriptive titles
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- Provide detailed descriptions with steps to reproduce (for bugs)
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- Include system information and logs when relevant
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### 2. Pull Request Process
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1. **Fork the repository**
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2. **Create a feature branch:**
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```bash
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git checkout -b feature/your-feature-name
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```
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3. **Make your changes**
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4. **Test thoroughly:**
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```bash
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python test_integration.py
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python test_station_management.py
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```
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5. **Commit with clear messages:**
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```bash
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git commit -m "Add: New station validation feature"
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```
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6. **Push to your fork:**
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```bash
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git push origin feature/your-feature-name
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```
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7. **Create a pull request**
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### Pull Request Guidelines
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- Use clear, descriptive titles
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- Provide detailed descriptions of changes
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- Reference related issues
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- Include screenshots for UI changes
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- Ensure all tests pass
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- Update documentation as needed
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## 🎯 Areas for Contribution
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### High Priority
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- **Additional Database Support** - MongoDB, TimescaleDB
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- **Authentication System** - User management and API keys
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- **Real-time Alerts** - Email/SMS notifications for critical conditions
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- **Mobile App** - React Native or Flutter interface
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- **Advanced Analytics** - Trend analysis and forecasting
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### Medium Priority
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- **Bulk Station Operations** - Import/export multiple stations
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- **Map Interface** - Visual station management
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- **Data Export** - CSV, Excel format support
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- **Performance Optimization** - Query optimization and caching
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- **Internationalization** - Multi-language support
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### Low Priority
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- **Additional Visualizations** - Custom chart types
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- **Report Generation** - Automated PDF reports
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- **Integration APIs** - Third-party service connections
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- **Advanced Logging** - Structured logging with ELK stack
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## 🐛 Bug Reports
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When reporting bugs, please include:
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1. **Environment Information:**
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- Operating system and version
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- Python version
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- Database type and version
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- Browser (for web interface issues)
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2. **Steps to Reproduce:**
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- Clear, numbered steps
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- Expected vs actual behavior
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- Screenshots or error messages
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3. **Additional Context:**
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- Log files (sanitized of sensitive data)
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- Configuration details
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- Recent changes to the system
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## 💡 Feature Requests
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For feature requests, please provide:
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1. **Use Case:** Why is this feature needed?
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2. **Description:** What should the feature do?
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3. **Acceptance Criteria:** How do we know it's complete?
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4. **Priority:** How important is this feature?
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5. **Alternatives:** Are there workarounds available?
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## 🔒 Security
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### Reporting Security Issues
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- **DO NOT** create public issues for security vulnerabilities
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- Email security issues to: [security contact]
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- Include detailed information about the vulnerability
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- Allow time for fixes before public disclosure
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### Security Guidelines
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- Never commit sensitive data (passwords, API keys)
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- Use environment variables for configuration
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- Validate all user inputs
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- Follow OWASP security guidelines
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- Keep dependencies updated
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## 📊 Database Contributions
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### Adding New Database Support
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1. Create adapter in `src/database_adapters.py`
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2. Implement all required methods
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3. Add configuration options in `src/config.py`
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4. Update documentation
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5. Add integration tests
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### Database Schema Changes
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- Provide migration scripts
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- Test with existing data
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- Document breaking changes
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- Update all database adapters
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## 🌐 API Contributions
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### Adding New Endpoints
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1. Define Pydantic models in `src/models.py`
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2. Implement endpoint in `src/web_api.py`
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3. Add input validation
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4. Include error handling
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5. Write comprehensive tests
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6. Update API documentation
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### API Guidelines
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- Use RESTful conventions
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- Include proper HTTP status codes
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- Provide clear error messages
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- Support pagination for large datasets
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- Include rate limiting considerations
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## 📈 Performance Guidelines
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### Optimization Areas
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- Database query efficiency
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- API response times
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- Memory usage
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- Concurrent request handling
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- Data processing speed
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### Monitoring
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- Use built-in metrics collection
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- Monitor response times
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- Track error rates
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- Watch resource usage
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- Set up alerts for issues
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## 🧪 Testing Guidelines
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### Test Types
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- **Unit Tests:** Individual function testing
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- **Integration Tests:** Component interaction testing
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- **API Tests:** Endpoint functionality testing
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- **Performance Tests:** Load and stress testing
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### Test Coverage
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- Aim for >80% code coverage
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- Test both success and failure paths
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- Include edge cases
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- Test with different database backends
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## 📚 Documentation Standards
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### Code Documentation
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- Use clear, descriptive variable names
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- Write comprehensive docstrings
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- Include type hints
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- Add inline comments for complex logic
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### User Documentation
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- Keep README.md updated
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- Provide clear installation instructions
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- Include usage examples
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- Document configuration options
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## 🤝 Community Guidelines
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### Communication
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- Be respectful and professional
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- Help newcomers get started
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- Share knowledge and experiences
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- Provide constructive feedback
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### Code Reviews
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- Review code thoroughly
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- Provide specific, actionable feedback
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- Be open to suggestions
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- Focus on code quality and maintainability
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## 📞 Getting Help
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### Resources
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- **Documentation:** README.md and docs/
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- **API Reference:** http://localhost:8000/docs
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- **Issues:** GitHub Issues section
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- **Discussions:** GitHub Discussions
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### Contact
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- **General Questions:** Create a GitHub issue
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- **Security Issues:** [security contact]
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- **Maintainer:** [maintainer contact]
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## 🎉 Recognition
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Contributors will be recognized in:
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- README.md contributors section
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- Release notes for significant contributions
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- Special recognition for major features
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Thank you for contributing to the Northern Thailand Ping River Monitor! Your contributions help improve water resource monitoring and management in the region.
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```bash
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make build && make serve # the website/API from your database on 127.0.0.1:8001
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uv run python scripts/dev_proxy.py # the working-copy dashboard against the live API
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uv run python scripts/evaluate_variants.py --stations P.1
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uv run python -m src.ml.export --config # after changing thresholds or notifier settings
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```
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Reference in new issue
Block a user