feat: brain server v0.2.10 — bug fixes, GET /v1/pages, 9 MCP tools (#… #372
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| name: Benchmarks | |
| on: | |
| pull_request: | |
| paths: | |
| - 'crates/ruvector-postgres/**' | |
| - '.github/workflows/benchmarks.yml' | |
| push: | |
| branches: | |
| - main | |
| - develop | |
| workflow_dispatch: | |
| inputs: | |
| run_sql_benchmarks: | |
| description: 'Run SQL benchmarks' | |
| required: false | |
| default: 'false' | |
| env: | |
| CARGO_TERM_COLOR: always | |
| RUST_BACKTRACE: 1 | |
| permissions: | |
| contents: read | |
| pull-requests: write | |
| issues: write | |
| jobs: | |
| rust-benchmarks: | |
| name: Rust Benchmarks | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 60 | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Install Rust toolchain | |
| uses: actions-rs/toolchain@v1 | |
| with: | |
| profile: minimal | |
| toolchain: stable | |
| override: true | |
| - name: Cache cargo registry | |
| uses: actions/cache@v4 | |
| with: | |
| path: ~/.cargo/registry | |
| key: ${{ runner.os }}-cargo-registry-${{ hashFiles('**/Cargo.lock') }} | |
| restore-keys: | | |
| ${{ runner.os }}-cargo-registry- | |
| - name: Cache cargo index | |
| uses: actions/cache@v4 | |
| with: | |
| path: ~/.cargo/git | |
| key: ${{ runner.os }}-cargo-git-${{ hashFiles('**/Cargo.lock') }} | |
| restore-keys: | | |
| ${{ runner.os }}-cargo-git- | |
| - name: Cache cargo build | |
| uses: actions/cache@v4 | |
| with: | |
| path: target | |
| key: ${{ runner.os }}-cargo-build-benchmarks-${{ hashFiles('**/Cargo.lock') }} | |
| restore-keys: | | |
| ${{ runner.os }}-cargo-build-benchmarks- | |
| ${{ runner.os }}-cargo-build- | |
| - name: Install PostgreSQL 17 | |
| run: | | |
| sudo sh -c 'echo "deb http://apt.postgresql.org/pub/repos/apt $(lsb_release -cs)-pgdg main" > /etc/apt/sources.list.d/pgdg.list' | |
| wget --quiet -O - https://www.postgresql.org/media/keys/ACCC4CF8.asc | sudo apt-key add - | |
| sudo apt-get update | |
| sudo apt-get install -y postgresql-17 postgresql-server-dev-17 | |
| - name: Install cargo-pgrx | |
| run: cargo install cargo-pgrx --version 0.12.6 --locked | |
| - name: Initialize pgrx | |
| working-directory: crates/ruvector-postgres | |
| run: cargo pgrx init --pg17=/usr/lib/postgresql/17/bin/pg_config | |
| - name: Install criterion | |
| run: cargo install cargo-criterion || true | |
| - name: Run distance benchmarks | |
| working-directory: crates/ruvector-postgres | |
| run: | | |
| cargo bench --features pg17 --bench distance_bench -- --output-format bencher | tee ../../distance_bench.txt | |
| - name: Run index benchmarks | |
| working-directory: crates/ruvector-postgres | |
| run: | | |
| cargo bench --features pg17 --bench index_bench -- --output-format bencher | tee ../../index_bench.txt | |
| - name: Run quantization benchmarks | |
| working-directory: crates/ruvector-postgres | |
| run: | | |
| cargo bench --features pg17 --bench quantization_bench -- --output-format bencher | tee ../../quantization_bench.txt | |
| - name: Run quantized distance benchmarks | |
| working-directory: crates/ruvector-postgres | |
| run: | | |
| cargo bench --features pg17 --bench quantized_distance_bench -- --output-format bencher | tee ../../quantized_distance_bench.txt | |
| - name: Upload benchmark results | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: benchmark-results | |
| path: | | |
| distance_bench.txt | |
| index_bench.txt | |
| quantization_bench.txt | |
| quantized_distance_bench.txt | |
| retention-days: 30 | |
| - name: Store benchmark result | |
| if: github.event_name == 'push' && github.ref == 'refs/heads/main' | |
| uses: benchmark-action/github-action-benchmark@v1 | |
| with: | |
| name: Rust Benchmarks | |
| tool: 'cargo' | |
| output-file-path: distance_bench.txt | |
| github-token: ${{ secrets.GITHUB_TOKEN }} | |
| auto-push: true | |
| alert-threshold: '150%' | |
| comment-on-alert: true | |
| fail-on-alert: true | |
| - name: Generate benchmark summary | |
| run: | | |
| cat > benchmark_summary.md <<EOF | |
| # Benchmark Results Summary | |
| ## Distance Function Benchmarks | |
| \`\`\` | |
| $(head -n 50 distance_bench.txt) | |
| \`\`\` | |
| ## HNSW Index Benchmarks | |
| \`\`\` | |
| $(head -n 50 index_bench.txt) | |
| \`\`\` | |
| ## Quantization Benchmarks | |
| \`\`\` | |
| $(head -n 50 quantization_bench.txt) | |
| \`\`\` | |
| See full results in the artifacts. | |
| EOF | |
| - name: Comment PR with results | |
| if: github.event_name == 'pull_request' | |
| continue-on-error: true | |
| uses: actions/github-script@v7 | |
| with: | |
| script: | | |
| const fs = require('fs'); | |
| const summary = fs.readFileSync('benchmark_summary.md', 'utf8'); | |
| github.rest.issues.createComment({ | |
| issue_number: context.issue.number, | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| body: summary | |
| }); | |
| sql-benchmarks: | |
| name: SQL Benchmarks | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 60 | |
| if: github.event_name == 'workflow_dispatch' && github.event.inputs.run_sql_benchmarks == 'true' | |
| services: | |
| postgres: | |
| image: postgres:16 | |
| env: | |
| POSTGRES_PASSWORD: postgres | |
| POSTGRES_DB: ruvector_bench | |
| options: >- | |
| --health-cmd pg_isready | |
| --health-interval 10s | |
| --health-timeout 5s | |
| --health-retries 5 | |
| ports: | |
| - 5432:5432 | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Install Rust toolchain | |
| uses: actions-rs/toolchain@v1 | |
| with: | |
| profile: minimal | |
| toolchain: stable | |
| override: true | |
| - name: Install pgrx | |
| run: | | |
| cargo install --locked cargo-pgrx | |
| cargo pgrx init --pg16 /usr/lib/postgresql/16/bin/pg_config | |
| - name: Install ruvector extension | |
| working-directory: crates/ruvector-postgres | |
| run: | | |
| cargo pgrx install --release --pg-config /usr/lib/postgresql/16/bin/pg_config | |
| - name: Install pgvector for comparison | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install -y postgresql-server-dev-16 | |
| git clone --branch v0.5.1 https://github.com/pgvector/pgvector.git /tmp/pgvector | |
| cd /tmp/pgvector | |
| make | |
| sudo make install | |
| - name: Setup test database | |
| env: | |
| PGHOST: localhost | |
| PGPORT: 5432 | |
| PGUSER: postgres | |
| PGPASSWORD: postgres | |
| PGDATABASE: ruvector_bench | |
| run: | | |
| psql -c 'CREATE EXTENSION IF NOT EXISTS ruvector;' | |
| psql -c 'CREATE EXTENSION IF NOT EXISTS pgvector;' | |
| - name: Run quick SQL benchmark | |
| env: | |
| PGHOST: localhost | |
| PGPORT: 5432 | |
| PGUSER: postgres | |
| PGPASSWORD: postgres | |
| PGDATABASE: ruvector_bench | |
| working-directory: crates/ruvector-postgres | |
| run: | | |
| psql -f benches/sql/quick_benchmark.sql | tee ../../sql_quick_bench.txt | |
| - name: Run full workload benchmark | |
| env: | |
| PGHOST: localhost | |
| PGPORT: 5432 | |
| PGUSER: postgres | |
| PGPASSWORD: postgres | |
| PGDATABASE: ruvector_bench | |
| working-directory: crates/ruvector-postgres | |
| run: | | |
| psql -f benches/sql/benchmark_workload.sql | tee ../../sql_workload_bench.txt | |
| - name: Upload SQL benchmark results | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: sql-benchmark-results | |
| path: | | |
| sql_quick_bench.txt | |
| sql_workload_bench.txt | |
| retention-days: 30 | |
| benchmark-comparison: | |
| name: Compare with Baseline | |
| runs-on: ubuntu-latest | |
| needs: rust-benchmarks | |
| if: github.event_name == 'pull_request' | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 | |
| - name: Download current benchmarks | |
| uses: actions/download-artifact@v4 | |
| with: | |
| name: benchmark-results | |
| path: current | |
| - name: Checkout base branch | |
| run: | | |
| git checkout ${{ github.base_ref }} | |
| - name: Install Rust toolchain | |
| uses: actions-rs/toolchain@v1 | |
| with: | |
| profile: minimal | |
| toolchain: stable | |
| override: true | |
| - name: Install PostgreSQL 17 | |
| run: | | |
| sudo sh -c 'echo "deb http://apt.postgresql.org/pub/repos/apt $(lsb_release -cs)-pgdg main" > /etc/apt/sources.list.d/pgdg.list' | |
| wget --quiet -O - https://www.postgresql.org/media/keys/ACCC4CF8.asc | sudo apt-key add - | |
| sudo apt-get update | |
| sudo apt-get install -y postgresql-17 postgresql-server-dev-17 | |
| - name: Install cargo-pgrx | |
| run: cargo install cargo-pgrx --version 0.12.6 --locked | |
| - name: Initialize pgrx | |
| working-directory: crates/ruvector-postgres | |
| run: cargo pgrx init --pg17=/usr/lib/postgresql/17/bin/pg_config | |
| - name: Run baseline benchmarks | |
| working-directory: crates/ruvector-postgres | |
| run: | | |
| cargo bench --features pg17 --bench distance_bench -- --output-format bencher | tee ../../baseline_distance.txt | |
| cargo bench --features pg17 --bench index_bench -- --output-format bencher | tee ../../baseline_index.txt | |
| - name: Compare results | |
| run: | | |
| echo "# Benchmark Comparison" > comparison.md | |
| echo "" >> comparison.md | |
| echo "## Distance Benchmarks" >> comparison.md | |
| echo "" >> comparison.md | |
| echo "### Baseline (main)" >> comparison.md | |
| echo "\`\`\`" >> comparison.md | |
| head -n 20 baseline_distance.txt >> comparison.md | |
| echo "\`\`\`" >> comparison.md | |
| echo "" >> comparison.md | |
| echo "### Current (PR)" >> comparison.md | |
| echo "\`\`\`" >> comparison.md | |
| head -n 20 current/distance_bench.txt >> comparison.md | |
| echo "\`\`\`" >> comparison.md | |
| - name: Comment comparison | |
| continue-on-error: true | |
| uses: actions/github-script@v7 | |
| with: | |
| script: | | |
| const fs = require('fs'); | |
| const comparison = fs.readFileSync('comparison.md', 'utf8'); | |
| github.rest.issues.createComment({ | |
| issue_number: context.issue.number, | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| body: comparison | |
| }); |