name: Build Similarity Cache

# Manual trigger + weekly schedule + callable from other workflows
on:
  workflow_dispatch:
    inputs:
      force_rebuild:
        description: 'Force rebuild even if cache exists'
        required: false
        type: boolean
        default: true
  workflow_call:  # Allow this workflow to be called by other workflows
  schedule:
    # Run every Sunday at 2 AM UTC
    - cron: '0 2 * * 0'

jobs:
  build-cache:
    runs-on: ubuntu-latest
    timeout-minutes: 45
    
    steps:
      - name: Checkout repository
        uses: actions/checkout@v4
        with:
          fetch-depth: 1
      
      - name: Set up Python 3.11
        uses: actions/setup-python@v5
        with:
          python-version: '3.11'
          cache: 'pip'
      
      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          pip install -r requirements.txt
      
      - name: Check if cache needs rebuild
        id: check_cache
        run: |
          FORCE="${{ github.event.inputs.force_rebuild }}"
          if [ "$FORCE" = "true" ] || [ ! -f "card_files/similarity_cache.parquet" ]; then
            echo "needs_build=true" >> $GITHUB_OUTPUT
            echo "Cache doesn't exist or force rebuild requested"
          else
            # Check cache age via metadata JSON
            CACHE_AGE_DAYS=$(python -c "
          import json
          from datetime import datetime
          from pathlib import Path
          
          metadata_path = Path('card_files/similarity_cache_metadata.json')
          if metadata_path.exists():
              with open(metadata_path) as f:
                  data = json.load(f)
              build_date = data.get('build_date')
              if build_date:
                  age = (datetime.now() - datetime.fromisoformat(build_date)).days
                  print(age)
              else:
                  print(999)
          else:
              print(999)
          " || echo "999")
            
            if [ "$CACHE_AGE_DAYS" -gt 7 ]; then
              echo "needs_build=true" >> $GITHUB_OUTPUT
              echo "Cache is $CACHE_AGE_DAYS days old, rebuilding"
            else
              echo "needs_build=false" >> $GITHUB_OUTPUT
              echo "Cache is only $CACHE_AGE_DAYS days old, skipping"
            fi
          fi
      
      - name: Run initial setup
        if: steps.check_cache.outputs.needs_build == 'true'
        run: |
          python -c "from code.file_setup.setup import initial_setup; initial_setup()"
      
      - name: Run tagging (serial - more reliable in CI)
        if: steps.check_cache.outputs.needs_build == 'true'
        run: |
          python -c "from code.tagging.tagger import run_tagging; run_tagging(parallel=False)"
      
      - name: Build all_cards.parquet (needed for similarity cache, but not committed)
        if: steps.check_cache.outputs.needs_build == 'true'
        run: |
          python -c "from code.web.services.card_loader import CardCatalogLoader; loader = CardCatalogLoader(); df = loader.load(); print(f'Created all_cards.parquet with {len(df):,} cards')"
      
      - name: Build similarity cache (Parquet)
        if: steps.check_cache.outputs.needs_build == 'true'
        run: |
          python -m code.scripts.build_similarity_cache_parquet --parallel --checkpoint-interval 1000 --force
      
      - name: Verify cache was created
        if: steps.check_cache.outputs.needs_build == 'true'
        run: |
          if [ ! -f "card_files/similarity_cache.parquet" ]; then
            echo "ERROR: Cache Parquet file was not created"
            exit 1
          fi
          if [ ! -f "card_files/similarity_cache_metadata.json" ]; then
            echo "ERROR: Cache metadata file was not created"
            exit 1
          fi
          
          # Check cache validity
          python -c "
          import json
          from pathlib import Path
          from code.web.services.similarity_cache import get_cache
          
          cache = get_cache()
          stats = cache.get_stats()
          
          if stats['total_cards'] < 20000:
              raise ValueError(f\"Cache only has {stats['total_cards']} cards, expected ~30k\")
          
          print(f\"✓ Cache is valid with {stats['total_cards']:,} cards, {stats['total_entries']:,} entries\")
          print(f\"  File size: {stats['file_size_mb']:.2f} MB\")
          "
      
      - name: Get cache metadata for commit message
        if: steps.check_cache.outputs.needs_build == 'true'
        id: cache_meta
        run: |
          METADATA=$(python -c "
          import json
          from pathlib import Path
          from code.web.services.similarity_cache import get_cache
          
          cache = get_cache()
          stats = cache.get_stats()
          metadata = cache._metadata or {}
          
          build_date = metadata.get('build_date', 'unknown')
          print(f\"{stats['total_cards']} cards, {stats['total_entries']} entries, {stats['file_size_mb']:.1f}MB, built {build_date}\")
          ")
          echo "metadata=$METADATA" >> $GITHUB_OUTPUT
      
      - name: Commit and push cache
        if: steps.check_cache.outputs.needs_build == 'true'
        run: |
          git config --local user.email "github-actions[bot]@users.noreply.github.com"
          git config --local user.name "github-actions[bot]"
          
          # Switch to or create dedicated cache branch
          git checkout -b similarity-cache-data || git checkout similarity-cache-data
          
          # Add only the similarity cache files (not all_cards.parquet)
          git add card_files/similarity_cache.parquet
          git add card_files/similarity_cache_metadata.json
          
          # Check if there are changes to commit
          if git diff --staged --quiet; then
            echo "No changes to commit"
          else
            git commit -m "chore: update similarity cache [${{ steps.cache_meta.outputs.metadata }}]"
            git push origin similarity-cache-data --force
          fi
      
      - name: Summary
        if: always()
        run: |
          if [ "${{ steps.check_cache.outputs.needs_build }}" = "true" ]; then
            echo "✓ Similarity cache built and committed"
            echo "  Metadata: ${{ steps.cache_meta.outputs.metadata }}"
          else
            echo "⊘ Cache is recent, no rebuild needed"
          fi