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daily_fetch.yaml
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name: Fetch, Transform, Train, and Predict
on:
schedule:
- cron: '0 6 * * *' # Runs daily at 11 AM UTC+5 (6 AM UTC)
push:
branches:
- main
jobs:
build:
runs-on: ubuntu-latest
steps:
- name: Checkout repository
uses: actions/checkout@v2
- name: Set up Python
uses: actions/setup-python@v2
with:
python-version: '3.8'
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install pandas statsmodels joblib requests plotly
- name: Fetch weather data
run: |
python scripts/fetch_weather_data.py
- name: Transform data
run: |
python scripts/transform_data.py
- name: Train model
run: |
python scripts/train_model.py
- name: Inference
run: |
python scripts/inference.py
- name: Commit and push changes
env:
GH_PAT: ${{ secrets.GH_PAT }}
run: |
git config --global user.name 'github-actions[bot]'
git config --global user.email 'github-actions[bot]@users.noreply.github.com'
git add data/raw/weather_data.json data/processed/processed_data.csv data/models/arima_model.pkl data/processed/predictions.csv
git commit -m 'Update data, model, and predictions'
git push https://x-access-token:${{ secrets.GH_PAT }}@github.com/khurshiduktamov/aqi-prediction-app.git