Add ob441-reg and sparse case

.github/workflows/ob441-reg.yml

@@ -0,0 +1,140 @@
+name: ob441 Regression Tests
+
+on:
+  workflow_dispatch:
+    inputs:
+      pr_number:
+        description: 'PR number to test (e.g., 123). Leave empty if using ref instead.'
+        required: false
+        type: string
+      ref:
+        description: 'Branch, tag, or commit SHA to test (e.g., feature-branch or abc123). Leave empty if using PR number.'
+        required: false
+        type: string
+
+jobs:
+  regression:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.11"]
+      fail-fast: false
+
+    steps:
+      - name: Get PR SHA (if PR number provided)
+        if: github.event.inputs.pr_number != ''
+        id: get_pr_sha
+        uses: actions/github-script@v7
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          script: |
+            const prNumber = context.payload.inputs.pr_number;
+            const { data: pr } = await github.rest.pulls.get({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              pull_number: parseInt(prNumber)
+            });
+            console.log(`PR #${prNumber} head SHA: ${pr.head.sha}`);
+            core.setOutput('sha', pr.head.sha);
+
+      - name: Checkout code
+        uses: actions/checkout@v4
+        with:
+          ref: ${{ github.event.inputs.pr_number != '' && steps.get_pr_sha.outputs.sha || github.event.inputs.ref || github.ref }}
+          fetch-depth: 0
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v4
+        with:
+          python-version: ${{ matrix.python-version }}
+          cache: 'pip'
+
+      - name: Upgrade pip
+        run: |
+          python -m pip install --upgrade pip
+          pip install --upgrade setuptools wheel
+
+      - name: Cache pip dependencies
+        uses: actions/cache@v3
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-pip-${{ hashFiles('**/pyproject.toml') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+
+      - name: Install dependencies
+        run: |
+          pip install -e ".[dev,test]"
+
+      - name: Deploy OceanBase CE 4.4.1
+        run: |
+          # Remove existing container if it exists
+          sudo docker rm -f oceanbase 2>/dev/null || true
+          # Start OceanBase CE 4.4.1 container
+          sudo docker run -d -p 10001:2881 -e MEMORY_LIMIT=4G -e LOG_DISK_SIZE=4G -e DATAFILE_SIZE=4G -e DATAFILE_NEXT=4G -e DATAFILE_MAXSIZE=10G --name oceanbase oceanbase/oceanbase-ce:4.4.1.0-100010012025120515
+          # Wait for database to be ready
+          echo "Waiting for OceanBase to be ready..."
+          timeout=60
+          elapsed=0
+          while [ $elapsed -lt $timeout ]; do
+            if sudo docker exec oceanbase mysql -uroot -e "SELECT 1" > /dev/null 2>&1; then
+              echo "✓ OceanBase is ready!"
+              break
+            fi
+            echo "Waiting for OceanBase... ($elapsed/$timeout seconds)"
+            sleep 2
+            elapsed=$((elapsed + 2))
+          done
+          if [ $elapsed -ge $timeout ]; then
+            echo "⚠ Warning: OceanBase may not be fully ready, but continuing..."
+          fi
+          # Show container status
+          echo "OceanBase container status:"
+          sudo docker ps | grep oceanbase || true
+          echo "Recent logs:"
+          sudo docker logs --tail 20 oceanbase || true
+          mysql -uroot -h127.0.0.1 -P10001 -e "CREATE DATABASE IF NOT EXISTS powermem;" || echo "⚠ Warning: Failed to create database, but continuing..."
+          mysql -uroot -h127.0.0.1 -P10001 -e "SHOW DATABASES LIKE 'powermem';" || echo "⚠ Warning: Could not verify database, but continuing..."
+
+      - name: Set env
+        env:
+          QWEN_API_KEY: "${{ secrets.QWEN_API_KEY }}"
+          SILICONFLOW_CN_API_KEY: "${{ secrets.SILICONFLOW_CN_API_KEY }}"
+          SILICONFLOW_COM_API_KEY: "${{ secrets.SILICONFLOW_COM_API_KEY }}"
+        run: |
+          echo "QWEN_API_KEY length: ${#QWEN_API_KEY}"
+          echo "SILICONFLOW_CN_API_KEY length: ${#SILICONFLOW_CN_API_KEY}"
+          echo "SILICONFLOW_COM_API_KEY length: ${#SILICONFLOW_COM_API_KEY}"
+          cp .env.example .env
+          sed -i 's|^OCEANBASE_HOST=.*|OCEANBASE_HOST=127.0.0.1|' .env
+          sed -i 's|^OCEANBASE_PORT=.*|OCEANBASE_PORT=10001|' .env
+          sed -i 's|^OCEANBASE_USER=.*|OCEANBASE_USER=root|' .env
+          sed -i 's|^OCEANBASE_PASSWORD=.*|OCEANBASE_PASSWORD=|' .env
+          sed -i 's|^OCEANBASE_DATABASE=.*|OCEANBASE_DATABASE=powermem|' .env
+          sed -i 's|^OCEANBASE_COLLECTION=.*|OCEANBASE_COLLECTION=memories|' .env
+          sed -i 's|^DATABASE_PROVIDER=.*|DATABASE_PROVIDER=oceanbase|' .env
+          sed -i 's|^LLM_PROVIDER=.*|LLM_PROVIDER=siliconflow|' .env
+          sed -i 's|^LLM_MODEL=.*|LLM_MODEL=THUDM/GLM-4-9B-0414|' .env
+          sed -i 's|^SILICONFLOW_LLM_BASE_URL=.*|SILICONFLOW_LLM_BASE_URL=https://api.siliconflow.cn/v1|' .env
+          sed -i 's|^GRAPH_STORE_PORT=.*|GRAPH_STORE_PORT=10001|' .env
+          sed -i 's|^GRAPH_STORE_PASSWORD=.*|GRAPH_STORE_PASSWORD=|' .env
+          sed -i "s|^LLM_API_KEY=.*|LLM_API_KEY=${SILICONFLOW_CN_API_KEY}|" .env
+          sed -i "s|^EMBEDDING_API_KEY=.*|EMBEDDING_API_KEY=${QWEN_API_KEY}|" .env
+          sed -i "s|^POWERMEM_SERVER_API_KEYS=.*|POWERMEM_SERVER_API_KEYS=key1,key2,key3|" .env
+
+      - name: Run regression tests
+        id: run_tests
+        env:
+          QWEN_API_KEY: "${{ secrets.QWEN_API_KEY }}"
+          SILICONFLOW_CN_API_KEY: "${{ secrets.SILICONFLOW_CN_API_KEY }}"
+          SILICONFLOW_COM_API_KEY: "${{ secrets.SILICONFLOW_COM_API_KEY }}"
+        run: |
+          pytest tests/regression/test_native_hybrid_search.py tests/regression/test_sparse_search.py -vs
+
+      - name: Cleanup Docker
+        if: always()
+        run: |
+          echo "清理 Docker 容器..."
+          sudo docker rm -f seekdb 2>/dev/null || true
+          sudo docker ps
+          echo "✓ 清理完成"