🏔️ Whistler Snow Sync

Whistler Snow Sync is an intelligent, automated data pipeline that scrapes real-time weather, lift status, and historical snowfall data for Whistler Blackcomb and synchronizes it into a Notion dashboard.

It utilizes Google Gemini AI to visually analyze webcam feeds (determining if it's "Bluebird" or "Foggy") and features an adaptive scheduler that adjusts update frequencies based on forecast release times.

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⚡ Features

• ☁️ Multi-Elevation Forecasting: Aggregates weather reports for 1480m, 1800m, and 2248m from multiple sources (Snow-Forecast.com & RWDI).
• 📸 AI Webcam Analysis: Uses Google Gemini 1.5 Flash to look at webcam images and classify sky conditions (e.g., Bluebird, Overcast, Night).
• 🚠 Lift Status Sync: Scrapes real-time open/close status and elevation data for all lifts.
• 📅 Historical Archiving: incremental scraping of daily snowfall history to build a long-term climate dataset.
• 🛡️ Smart Deduplication: Robust logic to prevent duplicate entries in Notion, ensuring clean data history.
• 🔄 Adaptive Service: A daemon service (service.py) that runs continuously and recovers automatically from crashes.

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🏗️ Architecture

graph TD
    A[WhistlerWebsites] -->|Scrape HTML| B(Playwright Core)
    C[Webcams] -->|Images| B
    B --> D{Job Controller}
    
    D -->|Raw Text| E[Weather Parser]
    D -->|Images| F[Gemini AI Vision]
    
    F -->|Condition: 'Bluebird'| G[Data Aggregator]
    E --> G
    
    G -->|Cleaned Data| H[Notion Client]
    H -->|Upsert Rows| I[(Notion Database)]

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