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python v2 - added feartures 1 and 3 - no errors2
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Design.md
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Design.md
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# **GarminSync Application Design (Python Version)**
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## **Basic Info**
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**App Name:** GarminSync
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**What it does:** A CLI application that downloads `.fit` files for every activity in Garmin Connect.
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-----
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## **Core Features**
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### **CLI Mode (Current)**
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1. List all activities (`garminsync list --all`)
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2. List activities that have not been downloaded (`garminsync list --missing`)
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3. List activities that have been downloaded (`garminsync list --downloaded`)
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4. Download all missing activities (`garminsync download --missing`)
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### **Enhanced Features (New)**
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5. **Offline Mode**: List activities without polling Garmin Connect (`garminsync list --missing --offline`)
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6. **Daemon Mode**: Run as background service with scheduled downloads (`garminsync daemon --start`)
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7. **Web UI**: Browser-based interface for daemon monitoring and configuration (`http://localhost:8080`)
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-----
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## **Tech Stack 🐍**
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* **Frontend:** CLI (**Python**)
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* **Backend:** **Python**
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* **Database:** SQLite (`garmin.db`)
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* **Hosting:** Docker container
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* **Key Libraries:**
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* **`python-garminconnect`**: The library for Garmin Connect API communication.
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* **`typer`**: A modern and easy-to-use CLI framework (built on `click`).
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* **`python-dotenv`**: For loading credentials from a `.env` file.
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* **`sqlalchemy`**: A robust ORM for database interaction and schema management.
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* **`tqdm`**: For creating user-friendly progress bars.
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* **`fastapi`**: Modern web framework for the daemon web UI.
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* **`uvicorn`**: ASGI server for running the FastAPI web interface.
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* **`apscheduler`**: Advanced Python Scheduler for daemon mode scheduling.
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* **`pydantic`**: Data validation and settings management for configuration.
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* **`jinja2`**: Template engine for web UI rendering.
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-----
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## **Data Structure**
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The application uses SQLAlchemy ORM with expanded models for daemon functionality:
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**SQLAlchemy Models (`database.py`):**
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```python
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class Activity(Base):
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__tablename__ = 'activities'
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activity_id = Column(Integer, primary_key=True)
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start_time = Column(String, nullable=False)
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filename = Column(String, unique=True, nullable=True)
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downloaded = Column(Boolean, default=False, nullable=False)
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created_at = Column(String, nullable=False) # When record was added
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last_sync = Column(String, nullable=True) # Last successful sync
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class DaemonConfig(Base):
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__tablename__ = 'daemon_config'
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id = Column(Integer, primary_key=True, default=1)
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enabled = Column(Boolean, default=True, nullable=False)
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schedule_cron = Column(String, default="0 */6 * * *", nullable=False) # Every 6 hours
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last_run = Column(String, nullable=True)
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next_run = Column(String, nullable=True)
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status = Column(String, default="stopped", nullable=False) # stopped, running, error
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class SyncLog(Base):
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__tablename__ = 'sync_logs'
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id = Column(Integer, primary_key=True, autoincrement=True)
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timestamp = Column(String, nullable=False)
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operation = Column(String, nullable=False) # sync, download, daemon_start, daemon_stop
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status = Column(String, nullable=False) # success, error, partial
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message = Column(String, nullable=True)
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activities_processed = Column(Integer, default=0, nullable=False)
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activities_downloaded = Column(Integer, default=0, nullable=False)
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```
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-----
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## **User Flow**
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### **CLI Mode (Existing)**
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1. User sets up credentials in `.env` file with `GARMIN_EMAIL` and `GARMIN_PASSWORD`
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2. User launches the container: `docker run -it --env-file .env -v $(pwd)/data:/app/data garminsync`
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3. User runs commands like `garminsync download --missing`
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4. Application syncs with Garmin Connect, shows progress bars, and downloads activities
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### **Offline Mode (New)**
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1. User runs `garminsync list --missing --offline` to view cached data without API calls
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2. Application queries local database only, showing last known state
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3. Useful for checking status without network connectivity or API rate limits
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### **Daemon Mode (New)**
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1. User starts daemon: `garminsync daemon --start`
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2. Daemon runs in background, scheduling automatic sync/download operations
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3. User accesses web UI at `http://localhost:8080` for monitoring and configuration
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4. Web UI provides real-time status, logs, and schedule management
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5. Daemon can be stopped with `garminsync daemon --stop` or through web UI
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-----
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## **File Structure**
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```
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/garminsync
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├── garminsync/ # Main application package
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│ ├── __init__.py # Empty package file
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│ ├── cli.py # Typer CLI commands and main entrypoint
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│ ├── config.py # Configuration and environment variable loading
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│ ├── database.py # SQLAlchemy models and database operations
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│ ├── garmin.py # Garmin Connect client wrapper with robust download logic
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│ ├── daemon.py # Daemon mode implementation with APScheduler
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│ ├── web/ # Web UI components
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│ │ ├── __init__.py
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│ │ ├── app.py # FastAPI application setup
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│ │ ├── routes.py # API endpoints for web UI
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│ │ ├── static/ # CSS, JavaScript, images
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│ │ │ ├── style.css
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│ │ │ └── app.js
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│ │ └── templates/ # Jinja2 HTML templates
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│ │ ├── base.html
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│ │ ├── dashboard.html
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│ │ └── config.html
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│ └── utils.py # Shared utilities and helpers
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├── data/ # Directory for downloaded .fit files and SQLite DB
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├── .env # Stores GARMIN_EMAIL/GARMIN_PASSWORD (gitignored)
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├── .gitignore # Excludes .env file
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├── Dockerfile # Production-ready container configuration
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├── Design.md # This design document
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└── requirements.txt # Pinned Python dependencies (updated)
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```
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-----
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## **Technical Implementation Details**
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### **Architecture**
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- **CLI Framework**: Uses Typer with proper type hints and validation
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- **Module Separation**: Clear separation between CLI commands, database operations, and Garmin API interactions
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- **Error Handling**: Comprehensive exception handling with user-friendly error messages
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- **Session Management**: Proper SQLAlchemy session management with cleanup
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### **Authentication & Configuration**
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- Credentials loaded via `python-dotenv` from environment variables
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- Configuration validation ensures required credentials are present
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- Garmin client handles authentication automatically with session persistence
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### **Database Operations**
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- SQLite database with SQLAlchemy ORM for type safety
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- Database initialization creates tables automatically
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- Sync functionality reconciles local database with Garmin Connect activities
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- Proper transaction management with rollback on errors
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### **File Management**
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- Files named with pattern: `activity_{activity_id}_{timestamp}.fit`
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- Timestamp sanitized for filesystem compatibility (colons and spaces replaced)
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- Downloads saved to configurable data directory
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- Database tracks both download status and file paths
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### **API Integration**
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- **Rate Limiting**: 2-second delays between API requests to respect Garmin's servers
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- **Robust Downloads**: Multiple fallback methods for downloading FIT files:
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1. Default download method
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2. Explicit 'fit' format parameter
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3. Alternative parameter names and formats
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4. Graceful fallback with detailed error reporting
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- **Activity Fetching**: Configurable batch sizes (currently 1000 activities per sync)
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### **User Experience**
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- **Progress Indicators**: tqdm progress bars for all long-running operations
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- **Informative Output**: Clear status messages and operation summaries
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- **Input Validation**: Prevents invalid command combinations
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- **Exit Codes**: Proper exit codes for script integration
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-----
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## **Development Status ✅**
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### **✅ Completed Features**
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#### **Phase 1: Core Infrastructure**
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- [x] **Dockerfile**: Production-ready Python 3.10 container with proper layer caching
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- [x] **Environment Configuration**: `python-dotenv` integration with validation
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- [x] **CLI Framework**: Complete Typer implementation with type hints and help text
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- [x] **Garmin Integration**: Robust `python-garminconnect` wrapper with authentication
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#### **Phase 2: Activity Listing**
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- [x] **Database Schema**: SQLAlchemy models with proper relationships
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- [x] **Database Operations**: Session management, initialization, and sync functionality
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- [x] **List Commands**: All filter options (`--all`, `--missing`, `--downloaded`) implemented
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- [x] **Progress Display**: tqdm integration for user feedback during operations
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#### **Phase 3: Download Pipeline**
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- [x] **FIT File Downloads**: Multi-method download approach with fallback strategies
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- [x] **Idempotent Operations**: Prevents re-downloading existing files
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- [x] **Database Updates**: Proper status tracking and file path storage
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- [x] **File Management**: Safe filename generation and directory creation
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#### **Phase 4: Polish**
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- [x] **Progress Bars**: Comprehensive tqdm implementation across all operations
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- [x] **Error Handling**: Graceful error handling with informative messages
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- [x] **Container Optimization**: Efficient Docker build with proper dependency management
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### **🚧 New Features Implementation Guide**
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#### **Feature 1: Offline Mode**
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**Implementation Steps:**
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1. **CLI Enhancement** (`cli.py`):
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```python
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@app.command("list")
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def list_activities(
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all_activities: bool = False,
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missing: bool = False,
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downloaded: bool = False,
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offline: Annotated[bool, typer.Option("--offline", help="Work offline without syncing")] = False
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):
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if not offline:
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# Existing sync logic
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sync_database(client)
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else:
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typer.echo("Working in offline mode - using cached data")
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# Rest of listing logic remains the same
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```
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2. **Database Enhancements** (`database.py`):
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- Add `last_sync` column to Activity table
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- Add utility functions for offline status checking
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```python
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def get_offline_stats():
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"""Return statistics about cached data without API calls"""
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session = get_session()
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total = session.query(Activity).count()
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downloaded = session.query(Activity).filter_by(downloaded=True).count()
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missing = total - downloaded
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last_sync = session.query(Activity).order_by(Activity.last_sync.desc()).first()
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return {
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'total': total,
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'downloaded': downloaded,
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'missing': missing,
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'last_sync': last_sync.last_sync if last_sync else 'Never'
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}
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```
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#### **Feature 2: Daemon Mode**
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**Implementation Steps:**
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1. **New Daemon Module** (`daemon.py`):
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```python
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from apscheduler.schedulers.background import BackgroundScheduler
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from apscheduler.triggers.cron import CronTrigger
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import signal
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import sys
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import time
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import threading
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from datetime import datetime
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class GarminSyncDaemon:
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def __init__(self):
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self.scheduler = BackgroundScheduler()
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self.running = False
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self.web_server = None
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def start(self, web_port=8080):
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"""Start daemon with scheduler and web UI"""
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# Load configuration from database
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config = self.load_config()
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# Setup scheduled job
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if config.enabled:
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self.scheduler.add_job(
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func=self.sync_and_download,
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trigger=CronTrigger.from_crontab(config.schedule_cron),
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id='sync_job',
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replace_existing=True
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)
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# Start scheduler
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self.scheduler.start()
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self.running = True
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# Start web UI in separate thread
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self.start_web_ui(web_port)
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# Setup signal handlers for graceful shutdown
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signal.signal(signal.SIGINT, self.signal_handler)
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signal.signal(signal.SIGTERM, self.signal_handler)
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print(f"Daemon started. Web UI available at http://localhost:{web_port}")
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# Keep daemon running
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try:
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while self.running:
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time.sleep(1)
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except KeyboardInterrupt:
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self.stop()
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def sync_and_download(self):
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"""Scheduled job function"""
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try:
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self.log_operation("sync", "started")
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# Perform sync and download
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from .garmin import GarminClient
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from .database import sync_database
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client = GarminClient()
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activities_before = self.count_missing()
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sync_database(client)
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# Download missing activities
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downloaded_count = self.download_missing_activities(client)
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self.log_operation("sync", "success",
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f"Downloaded {downloaded_count} new activities")
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except Exception as e:
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self.log_operation("sync", "error", str(e))
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def load_config(self):
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"""Load daemon configuration from database"""
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session = get_session()
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config = session.query(DaemonConfig).first()
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if not config:
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# Create default configuration
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config = DaemonConfig()
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session.add(config)
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session.commit()
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session.close()
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return config
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```
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2. **CLI Integration** (`cli.py`):
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```python
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@app.command("daemon")
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def daemon_mode(
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start: Annotated[bool, typer.Option("--start", help="Start daemon")] = False,
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stop: Annotated[bool, typer.Option("--stop", help="Stop daemon")] = False,
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status: Annotated[bool, typer.Option("--status", help="Show daemon status")] = False,
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port: Annotated[int, typer.Option("--port", help="Web UI port")] = 8080
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):
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"""Daemon mode operations"""
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from .daemon import GarminSyncDaemon
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if start:
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daemon = GarminSyncDaemon()
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daemon.start(web_port=port)
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elif stop:
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# Implementation for stopping daemon (PID file or signal)
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pass
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elif status:
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# Show current daemon status
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pass
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```
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#### **Feature 3: Web UI**
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**Implementation Steps:**
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1. **FastAPI Application** (`web/app.py`):
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```python
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from fastapi import FastAPI, Request
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from fastapi.staticfiles import StaticFiles
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from fastapi.templating import Jinja2Templates
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from .routes import router
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app = FastAPI(title="GarminSync Dashboard")
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# Mount static files and templates
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app.mount("/static", StaticFiles(directory="garminsync/web/static"), name="static")
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templates = Jinja2Templates(directory="garminsync/web/templates")
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# Include API routes
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app.include_router(router)
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@app.get("/")
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async def dashboard(request: Request):
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# Get current statistics
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from ..database import get_offline_stats
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stats = get_offline_stats()
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||||
return templates.TemplateResponse("dashboard.html", {
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"request": request,
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"stats": stats
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||||
})
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||||
```
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||||
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||||
2. **API Routes** (`web/routes.py`):
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||||
```python
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from fastapi import APIRouter, HTTPException
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||||
from pydantic import BaseModel
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||||
from ..database import get_session, DaemonConfig, SyncLog
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||||
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||||
router = APIRouter(prefix="/api")
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||||
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||||
class ScheduleConfig(BaseModel):
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enabled: bool
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||||
cron_schedule: str
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||||
|
||||
@router.get("/status")
|
||||
async def get_status():
|
||||
"""Get current daemon status"""
|
||||
session = get_session()
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||||
config = session.query(DaemonConfig).first()
|
||||
|
||||
# Get recent logs
|
||||
logs = session.query(SyncLog).order_by(SyncLog.timestamp.desc()).limit(10).all()
|
||||
|
||||
return {
|
||||
"daemon": {
|
||||
"running": config.status == "running" if config else False,
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||||
"next_run": config.next_run if config else None,
|
||||
"schedule": config.schedule_cron if config else None
|
||||
},
|
||||
"recent_logs": [
|
||||
{
|
||||
"timestamp": log.timestamp,
|
||||
"operation": log.operation,
|
||||
"status": log.status,
|
||||
"message": log.message
|
||||
} for log in logs
|
||||
]
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||||
}
|
||||
|
||||
@router.post("/schedule")
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||||
async def update_schedule(config: ScheduleConfig):
|
||||
"""Update daemon schedule configuration"""
|
||||
session = get_session()
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||||
daemon_config = session.query(DaemonConfig).first()
|
||||
|
||||
if not daemon_config:
|
||||
daemon_config = DaemonConfig()
|
||||
session.add(daemon_config)
|
||||
|
||||
daemon_config.enabled = config.enabled
|
||||
daemon_config.schedule_cron = config.cron_schedule
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||||
session.commit()
|
||||
|
||||
return {"message": "Configuration updated successfully"}
|
||||
|
||||
@router.post("/sync/trigger")
|
||||
async def trigger_sync():
|
||||
"""Manually trigger a sync operation"""
|
||||
# Implementation to trigger immediate sync
|
||||
pass
|
||||
```
|
||||
|
||||
3. **HTML Templates** (`web/templates/dashboard.html`):
|
||||
```html
|
||||
{% extends "base.html" %}
|
||||
|
||||
{% block content %}
|
||||
<div class="container">
|
||||
<h1>GarminSync Dashboard</h1>
|
||||
|
||||
<div class="row">
|
||||
<div class="col-md-4">
|
||||
<div class="card">
|
||||
<div class="card-header">Statistics</div>
|
||||
<div class="card-body">
|
||||
<p>Total Activities: {{ stats.total }}</p>
|
||||
<p>Downloaded: {{ stats.downloaded }}</p>
|
||||
<p>Missing: {{ stats.missing }}</p>
|
||||
<p>Last Sync: {{ stats.last_sync }}</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<div class="col-md-4">
|
||||
<div class="card">
|
||||
<div class="card-header">Daemon Status</div>
|
||||
<div class="card-body" id="daemon-status">
|
||||
<!-- Populated by JavaScript -->
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<div class="col-md-4">
|
||||
<div class="card">
|
||||
<div class="card-header">Quick Actions</div>
|
||||
<div class="card-body">
|
||||
<button class="btn btn-primary" onclick="triggerSync()">
|
||||
Sync Now
|
||||
</button>
|
||||
<button class="btn btn-secondary" onclick="toggleDaemon()">
|
||||
Toggle Daemon
|
||||
</button>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<div class="row mt-4">
|
||||
<div class="col-12">
|
||||
<div class="card">
|
||||
<div class="card-header">Recent Activity</div>
|
||||
<div class="card-body" id="recent-logs">
|
||||
<!-- Populated by JavaScript -->
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<div class="row mt-4">
|
||||
<div class="col-12">
|
||||
<div class="card">
|
||||
<div class="card-header">Schedule Configuration</div>
|
||||
<div class="card-body">
|
||||
<form id="schedule-form">
|
||||
<div class="form-group">
|
||||
<label for="schedule-enabled">Enable Scheduled Sync</label>
|
||||
<input type="checkbox" id="schedule-enabled">
|
||||
</div>
|
||||
<div class="form-group">
|
||||
<label for="cron-schedule">Cron Schedule</label>
|
||||
<input type="text" class="form-control" id="cron-schedule"
|
||||
placeholder="0 */6 * * *" title="Every 6 hours">
|
||||
</div>
|
||||
<button type="submit" class="btn btn-primary">
|
||||
Update Schedule
|
||||
</button>
|
||||
</form>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
{% endblock %}
|
||||
```
|
||||
|
||||
4. **JavaScript for Interactivity** (`web/static/app.js`):
|
||||
```javascript
|
||||
// Auto-refresh dashboard data
|
||||
setInterval(updateStatus, 30000); // Every 30 seconds
|
||||
|
||||
async function updateStatus() {
|
||||
try {
|
||||
const response = await fetch('/api/status');
|
||||
const data = await response.json();
|
||||
|
||||
// Update daemon status
|
||||
document.getElementById('daemon-status').innerHTML = `
|
||||
<p>Status: <span class="badge ${data.daemon.running ? 'badge-success' : 'badge-danger'}">
|
||||
${data.daemon.running ? 'Running' : 'Stopped'}
|
||||
</span></p>
|
||||
<p>Next Run: ${data.daemon.next_run || 'Not scheduled'}</p>
|
||||
<p>Schedule: ${data.daemon.schedule || 'Not configured'}</p>
|
||||
`;
|
||||
|
||||
// Update recent logs
|
||||
const logsHtml = data.recent_logs.map(log => `
|
||||
<div class="log-entry">
|
||||
<small class="text-muted">${log.timestamp}</small>
|
||||
<span class="badge badge-${log.status === 'success' ? 'success' : 'danger'}">
|
||||
${log.status}
|
||||
</span>
|
||||
${log.operation}: ${log.message || ''}
|
||||
</div>
|
||||
`).join('');
|
||||
|
||||
document.getElementById('recent-logs').innerHTML = logsHtml;
|
||||
|
||||
} catch (error) {
|
||||
console.error('Failed to update status:', error);
|
||||
}
|
||||
}
|
||||
|
||||
async function triggerSync() {
|
||||
try {
|
||||
await fetch('/api/sync/trigger', { method: 'POST' });
|
||||
alert('Sync triggered successfully');
|
||||
updateStatus();
|
||||
} catch (error) {
|
||||
alert('Failed to trigger sync');
|
||||
}
|
||||
}
|
||||
|
||||
// Initialize on page load
|
||||
document.addEventListener('DOMContentLoaded', updateStatus);
|
||||
```
|
||||
|
||||
### **Updated Requirements** (`requirements.txt`):
|
||||
```
|
||||
typer==0.9.0
|
||||
click==8.1.7
|
||||
python-dotenv==1.0.0
|
||||
garminconnect==0.2.28
|
||||
sqlalchemy==2.0.23
|
||||
tqdm==4.66.1
|
||||
fastapi==0.104.1
|
||||
uvicorn[standard]==0.24.0
|
||||
apscheduler==3.10.4
|
||||
pydantic==2.5.0
|
||||
jinja2==3.1.2
|
||||
python-multipart==0.0.6
|
||||
aiofiles==23.2.1
|
||||
```
|
||||
|
||||
### **Docker Updates**:
|
||||
```dockerfile
|
||||
# Expose web UI port
|
||||
EXPOSE 8080
|
||||
|
||||
# Update entrypoint to support daemon mode
|
||||
ENTRYPOINT ["python", "-m", "garminsync.cli"]
|
||||
CMD ["--help"]
|
||||
```
|
||||
|
||||
### **Usage Examples**:
|
||||
|
||||
**Offline Mode:**
|
||||
```bash
|
||||
# List missing activities without network calls
|
||||
docker run --env-file .env -v $(pwd)/data:/app/data garminsync list --missing --offline
|
||||
```
|
||||
|
||||
**Daemon Mode:**
|
||||
```bash
|
||||
# Start daemon with web UI on port 8080
|
||||
docker run -d --env-file .env -v $(pwd)/data:/app/data -p 8080:8080 garminsync daemon --start
|
||||
|
||||
# Access web UI at http://localhost:8080
|
||||
```
|
||||
|
||||
-----
|
||||
|
||||
## **Docker Usage**
|
||||
|
||||
### **Build the Container**
|
||||
```bash
|
||||
docker build -t garminsync .
|
||||
```
|
||||
|
||||
### **Run with Environment File**
|
||||
```bash
|
||||
docker run -it --env-file .env -v $(pwd)/data:/app/data garminsync --help
|
||||
```
|
||||
|
||||
### **Example Commands**
|
||||
```bash
|
||||
# List all activities
|
||||
docker run -it --env-file .env -v $(pwd)/data:/app/data garminsync list --all
|
||||
|
||||
# Download missing activities
|
||||
docker run -it --env-file .env -v $(pwd)/data:/app/data garminsync download --missing
|
||||
```
|
||||
|
||||
-----
|
||||
|
||||
## **Environment Setup**
|
||||
|
||||
Create a `.env` file in the project root:
|
||||
```
|
||||
GARMIN_EMAIL=your_email@example.com
|
||||
GARMIN_PASSWORD=your_password
|
||||
```
|
||||
|
||||
-----
|
||||
|
||||
## **Key Implementation Highlights**
|
||||
|
||||
### **Robust Download Logic**
|
||||
The `garmin.py` module implements a sophisticated download strategy that tries multiple methods to handle variations in the Garmin Connect API:
|
||||
|
||||
```python
|
||||
methods_to_try = [
|
||||
lambda: self.client.download_activity(activity_id),
|
||||
lambda: self.client.download_activity(activity_id, fmt='fit'),
|
||||
lambda: self.client.download_activity(activity_id, format='fit'),
|
||||
# ... additional fallback methods
|
||||
]
|
||||
```
|
||||
|
||||
### **Database Synchronization**
|
||||
The sync process efficiently updates the local database with new activities from Garmin Connect:
|
||||
|
||||
```python
|
||||
def sync_database(garmin_client):
|
||||
"""Sync local database with Garmin Connect activities"""
|
||||
activities = garmin_client.get_activities(0, 1000)
|
||||
for activity in activities:
|
||||
# Only add new activities, preserve existing download status
|
||||
existing = session.query(Activity).filter_by(activity_id=activity_id).first()
|
||||
if not existing:
|
||||
new_activity = Activity(...)
|
||||
session.add(new_activity)
|
||||
```
|
||||
|
||||
### **CLI Integration**
|
||||
Clean separation between CLI interface and business logic with proper type annotations:
|
||||
|
||||
```python
|
||||
def list_activities(
|
||||
all_activities: Annotated[bool, typer.Option("--all", help="List all activities")] = False,
|
||||
missing: Annotated[bool, typer.Option("--missing", help="List missing activities")] = False,
|
||||
downloaded: Annotated[bool, typer.Option("--downloaded", help="List downloaded activities")] = False
|
||||
):
|
||||
```
|
||||
|
||||
-----
|
||||
|
||||
## **Documentation 📚**
|
||||
|
||||
Here are links to the official documentation for the key libraries used:
|
||||
|
||||
* **Garmin API:** [python-garminconnect](https://github.com/cyberjunky/python-garminconnect)
|
||||
* **CLI Framework:** [Typer](https://typer.tiangolo.com/)
|
||||
* **Environment Variables:** [python-dotenv](https://github.com/theskumar/python-dotenv)
|
||||
* **Database ORM:** [SQLAlchemy](https://docs.sqlalchemy.org/en/20/)
|
||||
* **Progress Bars:** [tqdm](https://github.com/tqdm/tqdm)
|
||||
|
||||
-----
|
||||
|
||||
## **Performance Considerations**
|
||||
|
||||
- **Rate Limiting**: 2-second delays between API requests prevent server overload
|
||||
- **Batch Processing**: Fetches up to 1000 activities per sync operation
|
||||
- **Efficient Queries**: Database queries optimized for filtering operations
|
||||
- **Memory Management**: Proper session cleanup and resource management
|
||||
- **Docker Optimization**: Layer caching and minimal base image for faster builds
|
||||
Reference in New Issue
Block a user