Update README.md #21
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| name: Fetch, Preprocess, and Analyze Data | |
| on: push | |
| permissions: | |
| contents: write | |
| jobs: | |
| fetch_data: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v2 | |
| - name: Set up Python | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: '3.11' | |
| - name: Install dependencies | |
| run: | | |
| pip install gdown | |
| - name: Fetch data from Google Drive | |
| run: python fetch_data.py | |
| preprocess_data: | |
| runs-on: ubuntu-latest | |
| needs: fetch_data | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v2 | |
| - name: Set up Python | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: '3.11' | |
| - name: Install dependencies | |
| run: | | |
| pip install tqdm tiktoken | |
| - name: Preprocess fetched data | |
| run: python preprocess_data.py | |
| analyze_data: | |
| runs-on: ubuntu-latest | |
| needs: preprocess_data | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v2 | |
| - name: Set up Python | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: '3.11' | |
| - name: Install dependencies | |
| run: | | |
| pip install openai | |
| - name: Analyze preprocessed data with OpenAI API | |
| env: | |
| OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} | |
| run: python use_llm.py | |
| - name: Configure Git | |
| run: | | |
| git config --global user.name 'github-actions[bot]' | |
| git config --global user.email 'github-actions[bot]@users.noreply.github.com' | |
| - name: Commit and push results | |
| run: | | |
| git config --global user.name 'github-actions[bot]' | |
| git config --global user.email 'github-actions[bot]@users.noreply.github.com' | |
| git add results.csv | |
| git commit -m "Updated analysis results" || echo "No changes to commit" | |
| git pull --rebase | |
| git push | |