ramseshk
c93af97059
- Open-Meteo WeatherNext API client for HK forecasts - HKO public data client (current conditions, 9-day forecast, typhoon warnings) - HK-specific weather extraction and calibration - Polymarket market scanning, price discovery, and market creation proposals - Trading strategy engine: edge detection, Kelly criterion sizing, probability calibration - End-to-end pipeline with dry-run mode and scheduled runner - Interactive dashboard with live HK weather + forecasts + trading signals Dependencies: Python 3.10+, openmeteo-requests, pandas No API keys needed for dry-run mode. Polymarket trading requires private key in .env.
63 lines
1.7 KiB
Bash
63 lines
1.7 KiB
Bash
#!/usr/bin/env bash
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set -euo pipefail
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PROJECT_DIR="$(cd "$(dirname "$0")" && pwd)"
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cd "$PROJECT_DIR"
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echo "=== Setting up HK Weather Prediction Market Pipeline ==="
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# Use Python 3.10 for JAX compatibility
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export PYENV_ROOT="$HOME/.pyenv"
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export PATH="$PYENV_ROOT/bin:$PATH"
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eval "$(pyenv init -)"
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if ! pyenv versions | grep -q "3.10.17"; then
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echo "Python 3.10.17 not found in pyenv. Please install it first."
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exit 1
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fi
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if [ ! -d "venv" ]; then
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pyenv local 3.10.17
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python -m venv venv
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fi
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source venv/bin/activate
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echo "=== Installing dependencies ==="
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pip install --upgrade pip setuptools wheel
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# JAX with CUDA 12 support
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pip install "jax[cuda12]" -f https://storage.googleapis.com/jax-releases/jax_cuda_releases.html
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# Data & scientific
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pip install numpy pandas xarray scipy netCDF4 h5netcdf cfgrib
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pip install zarr fsspec gcsfs
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# Weather data access
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pip install ecmwf-api-client openmeteo-requests requests-cache retry-requests
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pip install cdsapi
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# Polymarket
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pip install py-clob-client websocket-client
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# Utilities
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pip install httpx python-dotenv click rich tqdm schedule
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pip install matplotlib cartopy
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# WeatherNext itself
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pip install git+https://github.com/google-deepmind/weathernext.git@v0.3.0
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echo ""
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echo "=== Verifying installations ==="
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python -c "import jax; print(f'JAX version: {jax.__version__}'); print(f'Devices: {jax.devices()}')"
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python -c "import weathernext; print('WeatherNext imported successfully')"
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echo ""
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echo "=== Setup complete ==="
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echo "Next steps:"
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echo " 1. source venv/bin/activate"
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echo " 2. Copy .env.example to .env and fill in API keys"
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echo " 3. Download model weights: python scripts/download_weights.py"
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echo " 4. Run pipeline: python pipeline.py"
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