llama-stack-mirror/.github/workflows/integration-vector-io-tests.yml

name: Vector IO Integration Tests

run-name: Run the integration test suite with various VectorIO providers

on:
  push:
    branches: [ main ]
  pull_request:
    branches: [ main ]
    paths:
      - 'llama_stack/**'
      - '!llama_stack/ui/**'
      - 'tests/integration/vector_io/**'
      - 'uv.lock'
      - 'pyproject.toml'
      - 'requirements.txt'
      - '.github/workflows/integration-vector-io-tests.yml' # This workflow
  schedule:
    - cron: '0 0 * * *'  # (test on python 3.13) Daily at 12 AM UTC

concurrency:
  group: ${{ github.workflow }}-${{ github.ref == 'refs/heads/main' && github.run_id || github.ref }}
  cancel-in-progress: true

jobs:
  test-matrix:
    runs-on: ubuntu-latest
    strategy:
      matrix:
        vector-io-provider: ["inline::faiss", "inline::sqlite-vec", "inline::milvus", "remote::chromadb", "remote::pgvector", "remote::weaviate", "remote::qdrant"]
        python-version: ${{ github.event.schedule == '0 0 * * *' && fromJSON('["3.12", "3.13"]') || fromJSON('["3.12"]') }}
      fail-fast: false # we want to run all tests regardless of failure

    steps:
      - name: Checkout repository
        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0

      - name: Install dependencies
        uses: ./.github/actions/setup-runner
        with:
          python-version: ${{ matrix.python-version }}

      - name: Setup Chroma
        if: matrix.vector-io-provider == 'remote::chromadb'
        run: |
          docker run --rm -d --pull always \
            --name chromadb \
            -p 8000:8000 \
            -v ~/chroma:/chroma/chroma \
            -e IS_PERSISTENT=TRUE \
            -e ANONYMIZED_TELEMETRY=FALSE \
            chromadb/chroma:latest

      - name: Setup Weaviate
        if: matrix.vector-io-provider == 'remote::weaviate'
        run: |
          docker run --rm -d --pull always \
          --name weaviate \
          -p 8080:8080 -p 50051:50051 \
          cr.weaviate.io/semitechnologies/weaviate:1.32.0

      - name: Start PGVector DB
        if: matrix.vector-io-provider == 'remote::pgvector'
        run: |
          docker run -d \
            --name pgvector \
            -e POSTGRES_USER=llamastack \
            -e POSTGRES_PASSWORD=llamastack \
            -e POSTGRES_DB=llamastack \
            -p 5432:5432 \
            pgvector/pgvector:pg17

      - name: Wait for PGVector to be ready
        if: matrix.vector-io-provider == 'remote::pgvector'
        run: |
          echo "Waiting for Postgres to be ready..."
          for i in {1..30}; do
            if docker exec pgvector pg_isready -U llamastack > /dev/null 2>&1; then
              echo "Postgres is ready!"
              break
            fi
            echo "Not ready yet... ($i)"
            sleep 1
          done

      - name: Enable pgvector extension
        if: matrix.vector-io-provider == 'remote::pgvector'
        run: |
          PGPASSWORD=llamastack psql -h localhost -U llamastack -d llamastack \
            -c "CREATE EXTENSION IF NOT EXISTS vector;"

      - name: Setup Qdrant
        if: matrix.vector-io-provider == 'remote::qdrant'
        run: |
          docker run --rm -d --pull always \
            --name qdrant \
            -p 6333:6333 \
            qdrant/qdrant

      - name: Wait for Qdrant to be ready
        if: matrix.vector-io-provider == 'remote::qdrant'
        run: |
          echo "Waiting for Qdrant to be ready..."
          for i in {1..30}; do
            if curl -s http://localhost:6333/collections | grep -q '"status":"ok"'; then
              echo "Qdrant is ready!"
              exit 0
            fi
            sleep 2
          done
          echo "Qdrant failed to start"
          docker logs qdrant
          exit 1

      - name: Wait for ChromaDB to be ready
        if: matrix.vector-io-provider == 'remote::chromadb'
        run: |
          echo "Waiting for ChromaDB to be ready..."
          for i in {1..30}; do
            if curl -s http://localhost:8000/api/v2/heartbeat | grep -q "nanosecond heartbeat"; then
              echo "ChromaDB is ready!"
              exit 0
            fi
            sleep 2
          done
          echo "ChromaDB failed to start"
          docker logs chromadb
          exit 1

      - name: Wait for Weaviate to be ready
        if: matrix.vector-io-provider == 'remote::weaviate'
        run: |
          echo "Waiting for Weaviate to be ready..."
          for i in {1..30}; do
            if curl -s http://localhost:8080 | grep -q "https://weaviate.io/developers/weaviate/current/"; then
              echo "Weaviate is ready!"
              exit 0
            fi
            sleep 2
          done
          echo "Weaviate failed to start"
          docker logs weaviate
          exit 1

      - name: Build Llama Stack
        run: |
          uv run --no-sync llama stack list-deps ci-tests | xargs -L1 uv pip install

      - name: Check Storage and Memory Available Before Tests
        if: ${{ always() }}
        run: |
          free -h
          df -h

      - name: Run Vector IO Integration Tests
        env:
          ENABLE_CHROMADB: ${{ matrix.vector-io-provider == 'remote::chromadb' && 'true' || '' }}
          CHROMADB_URL: ${{ matrix.vector-io-provider == 'remote::chromadb' && 'http://localhost:8000' || '' }}
          ENABLE_PGVECTOR: ${{ matrix.vector-io-provider == 'remote::pgvector' && 'true' || '' }}
          PGVECTOR_HOST: ${{ matrix.vector-io-provider == 'remote::pgvector' && 'localhost' || '' }}
          PGVECTOR_PORT: ${{ matrix.vector-io-provider == 'remote::pgvector' && '5432' || '' }}
          PGVECTOR_DB: ${{ matrix.vector-io-provider == 'remote::pgvector' && 'llamastack' || '' }}
          PGVECTOR_USER: ${{ matrix.vector-io-provider == 'remote::pgvector' && 'llamastack' || '' }}
          PGVECTOR_PASSWORD: ${{ matrix.vector-io-provider == 'remote::pgvector' && 'llamastack' || '' }}
          ENABLE_QDRANT: ${{ matrix.vector-io-provider == 'remote::qdrant' && 'true' || '' }}
          QDRANT_URL: ${{ matrix.vector-io-provider == 'remote::qdrant' && 'http://localhost:6333' || '' }}
          ENABLE_WEAVIATE: ${{ matrix.vector-io-provider == 'remote::weaviate' && 'true' || '' }}
          WEAVIATE_CLUSTER_URL: ${{ matrix.vector-io-provider == 'remote::weaviate' && 'localhost:8080' || '' }}
        run: |
          uv run --no-sync \
            pytest -sv --stack-config="files=inline::localfs,inference=inline::sentence-transformers,vector_io=${{ matrix.vector-io-provider }}" \
            tests/integration/vector_io \
            --embedding-model inline::sentence-transformers/nomic-ai/nomic-embed-text-v1.5 \
            --embedding-dimension 768

      - name: Check Storage and Memory Available After Tests
        if: ${{ always() }}
        run: |
          free -h
          df -h

      - name: Create sanitized provider name
        if: ${{ always() }}
        run: |
          echo "SANITIZED_PROVIDER=$(echo "${{ matrix.vector-io-provider }}" | tr ':' '_')" >> $GITHUB_ENV

      - name: Write ChromaDB logs to file
        if: ${{ always() && matrix.vector-io-provider == 'remote::chromadb' }}
        run: |
          docker logs chromadb > chromadb.log

      - name: Write Qdrant logs to file
        if: ${{ always() && matrix.vector-io-provider == 'remote::qdrant' }}
        run: |
          docker logs qdrant > qdrant.log

      - name: Upload all logs to artifacts
        if: ${{ always() }}
        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
        with:
          name: vector-io-logs-${{ github.run_id }}-${{ github.run_attempt }}-${{ env.SANITIZED_PROVIDER }}-${{ matrix.python-version }}
          path: |
            *.log
          retention-days: 1