Evals #730
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| name: Evals | |
| on: | |
| push: | |
| branches: | |
| - main | |
| pull_request: | |
| types: | |
| - opened | |
| - synchronize | |
| schedule: | |
| - cron: "0 */6 * * *" # every 6 hours | |
| env: | |
| EVAL_MODELS: "gpt-4o,gpt-4o-mini,claude-3-5-sonnet-latest" | |
| EXPERIMENTAL_EVAL_MODELS: "gpt-4o,gpt-4o-mini,claude-3-5-sonnet-latest,o1-mini,o1-preview" | |
| EVAL_CATEGORIES: "observe,act,combination,extract,experimental,text_extract" | |
| concurrency: | |
| group: ${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| run-lint: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Check out repository code | |
| uses: actions/checkout@v4 | |
| - name: Set up Node.js | |
| uses: actions/setup-node@v4 | |
| with: | |
| node-version: "20" | |
| - name: Install dependencies | |
| run: npm install --no-frozen-lockfile | |
| - name: Run Lint | |
| run: npm run lint | |
| run-build: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Check out repository code | |
| uses: actions/checkout@v4 | |
| - name: Set up Node.js | |
| uses: actions/setup-node@v4 | |
| with: | |
| node-version: "20" | |
| - name: Install dependencies | |
| run: npm install --no-frozen-lockfile | |
| - name: Run Build | |
| run: npm run build | |
| run-e2e-tests: | |
| needs: [run-lint, run-build] | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 50 | |
| env: | |
| OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| BROWSERBASE_API_KEY: ${{ secrets.BROWSERBASE_API_KEY }} | |
| BROWSERBASE_PROJECT_ID: ${{ secrets.BROWSERBASE_PROJECT_ID }} | |
| HEADLESS: true | |
| steps: | |
| - name: Check out repository code | |
| uses: actions/checkout@v4 | |
| - name: Set up Node.js | |
| uses: actions/setup-node@v4 | |
| with: | |
| node-version: "20" | |
| - name: Install dependencies | |
| run: npm install --no-frozen-lockfile | |
| - name: Install Playwright browsers | |
| run: npm exec playwright install --with-deps | |
| - name: Run E2E Tests | |
| run: npm run e2e | |
| run-extract-evals: | |
| needs: [run-lint, run-build, run-e2e-tests] | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 50 | |
| env: | |
| OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| BRAINTRUST_API_KEY: ${{ secrets.BRAINTRUST_API_KEY }} | |
| BROWSERBASE_API_KEY: ${{ secrets.BROWSERBASE_API_KEY }} | |
| BROWSERBASE_PROJECT_ID: ${{ secrets.BROWSERBASE_PROJECT_ID }} | |
| HEADLESS: true | |
| EVAL_ENV: browserbase | |
| steps: | |
| - name: Check out repository code | |
| uses: actions/checkout@v4 | |
| - name: Set up Node.js | |
| uses: actions/setup-node@v4 | |
| with: | |
| node-version: "20" | |
| - name: Install dependencies | |
| run: npm install --no-frozen-lockfile | |
| - name: Install Playwright browsers | |
| run: npm exec playwright install --with-deps | |
| # 1. Run extract category with domExtract | |
| - name: Run Extract Evals (domExtract) | |
| run: npm run evals category extract -- --extract-method=domExtract | |
| - name: Save Extract Dom Results | |
| run: mv eval-summary.json eval-summary-extract-dom.json | |
| # 2. Once domExtract finishes, run extract category with textExtract | |
| - name: Run Extract Evals (textExtract) | |
| run: npm run evals category extract -- --extract-method=textExtract | |
| - name: Save Extract Text Results | |
| run: mv eval-summary.json eval-summary-extract-text.json | |
| # 3. Log and Compare Extract Evals Performance | |
| - name: Log and Compare Extract Evals Performance | |
| run: | | |
| experimentNameDom=$(jq -r '.experimentName' eval-summary-extract-dom.json) | |
| dom_score=$(jq '.categories.extract' eval-summary-extract-dom.json) | |
| echo "DomExtract Extract category score: $dom_score%" | |
| echo "View domExtract results: https://www.braintrust.dev/app/Browserbase/p/stagehand/experiments/${experimentNameDom}" | |
| experimentNameText=$(jq -r '.experimentName' eval-summary-extract-text.json) | |
| text_score=$(jq '.categories.extract' eval-summary-extract-text.json) | |
| echo "TextExtract Extract category score: $text_score%" | |
| echo "View textExtract results: https://www.braintrust.dev/app/Browserbase/p/stagehand/experiments/${experimentNameText}" | |
| # 4. If domExtract <80% fail CI | |
| if (( $(echo "$dom_score < 80" | bc -l) )); then | |
| echo "DomExtract extract category score is below 80%. Failing CI." | |
| exit 1 | |
| fi | |
| run-text-extract-evals: | |
| needs: [run-extract-evals] | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 120 | |
| env: | |
| OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| BRAINTRUST_API_KEY: ${{ secrets.BRAINTRUST_API_KEY }} | |
| BROWSERBASE_API_KEY: ${{ secrets.BROWSERBASE_API_KEY }} | |
| BROWSERBASE_PROJECT_ID: ${{ secrets.BROWSERBASE_PROJECT_ID }} | |
| HEADLESS: true | |
| EVAL_ENV: browserbase | |
| steps: | |
| - name: Check out repository code | |
| uses: actions/checkout@v4 | |
| - name: Set up Node.js | |
| uses: actions/setup-node@v4 | |
| with: | |
| node-version: "20" | |
| - name: Install dependencies | |
| run: npm install --no-frozen-lockfile | |
| - name: Install Playwright browsers | |
| run: npm exec playwright install --with-deps | |
| # 1. Run text_extract category with textExtract first | |
| - name: Run text_extract Evals (textExtract) | |
| run: npm run evals category text_extract -- --extract-method=textExtract | |
| - name: Save text_extract Text Results | |
| run: mv eval-summary.json eval-summary-text_extract-text.json | |
| # 2. Then run text_extract category with domExtract | |
| - name: Run text_extract Evals (domExtract) | |
| run: npm run evals category text_extract -- --extract-method=domExtract | |
| - name: Save text_extract Dom Results | |
| run: mv eval-summary.json eval-summary-text_extract-dom.json | |
| # 3. Log and Compare text_extract Evals Performance | |
| - name: Log and Compare text_extract Evals Performance | |
| run: | | |
| experimentNameText=$(jq -r '.experimentName' eval-summary-text_extract-text.json) | |
| text_score=$(jq '.categories.text_extract' eval-summary-text_extract-text.json) | |
| echo "TextExtract text_extract category score: $text_score%" | |
| echo "View textExtract results: https://www.braintrust.dev/app/Browserbase/p/stagehand/experiments/${experimentNameText}" | |
| experimentNameDom=$(jq -r '.experimentName' eval-summary-text_extract-dom.json) | |
| dom_score=$(jq '.categories.text_extract' eval-summary-text_extract-dom.json) | |
| echo "DomExtract text_extract category score: $dom_score%" | |
| echo "View domExtract results: https://www.braintrust.dev/app/Browserbase/p/stagehand/experiments/${experimentNameDom}" | |
| # 4. If textExtract (for text_extract category) <80% fail CI | |
| if (( $(echo "$text_score < 80" | bc -l) )); then | |
| echo "textExtract text_extract category score is below 80%. Failing CI." | |
| exit 1 | |
| fi | |
| run-act-evals: | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 25 | |
| needs: [run-text-extract-evals] | |
| env: | |
| OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| BRAINTRUST_API_KEY: ${{ secrets.BRAINTRUST_API_KEY }} | |
| BROWSERBASE_API_KEY: ${{ secrets.BROWSERBASE_API_KEY }} | |
| BROWSERBASE_PROJECT_ID: ${{ secrets.BROWSERBASE_PROJECT_ID }} | |
| HEADLESS: true | |
| EVAL_ENV: browserbase | |
| steps: | |
| - name: Check out repository code | |
| uses: actions/checkout@v4 | |
| - name: Set up Node.js | |
| uses: actions/setup-node@v4 | |
| with: | |
| node-version: "20" | |
| - name: Install dependencies | |
| run: npm install --no-frozen-lockfile | |
| - name: Install Playwright browsers | |
| run: npm exec playwright install --with-deps | |
| - name: Run Act Evals | |
| run: npm run evals category act | |
| - name: Log Act Evals Performance | |
| run: | | |
| experimentName=$(jq -r '.experimentName' eval-summary.json) | |
| echo "View results at https://www.braintrust.dev/app/Browserbase/p/stagehand/experiments/${experimentName}" | |
| if [ -f eval-summary.json ]; then | |
| act_score=$(jq '.categories.act' eval-summary.json) | |
| echo "Act category score: $act_score%" | |
| if (( $(echo "$act_score < 80" | bc -l) )); then | |
| echo "Act category score is below 80%. Failing CI." | |
| exit 1 | |
| fi | |
| else | |
| echo "Eval summary not found for act category. Failing CI." | |
| exit 1 | |
| fi | |
| run-observe-evals: | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 25 | |
| needs: [run-act-evals] | |
| env: | |
| OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| BRAINTRUST_API_KEY: ${{ secrets.BRAINTRUST_API_KEY }} | |
| BROWSERBASE_API_KEY: ${{ secrets.BROWSERBASE_API_KEY }} | |
| BROWSERBASE_PROJECT_ID: ${{ secrets.BROWSERBASE_PROJECT_ID }} | |
| HEADLESS: true | |
| EVAL_ENV: browserbase | |
| steps: | |
| - name: Check out repository code | |
| uses: actions/checkout@v4 | |
| - name: Set up Node.js | |
| uses: actions/setup-node@v4 | |
| with: | |
| node-version: "20" | |
| - name: Install dependencies | |
| run: npm install --no-frozen-lockfile | |
| - name: Install Playwright browsers | |
| run: npm exec playwright install --with-deps | |
| - name: Run Observe Evals | |
| run: npm run evals category observe | |
| - name: Log Observe Evals Performance | |
| run: | | |
| experimentName=$(jq -r '.experimentName' eval-summary.json) | |
| echo "View results at https://www.braintrust.dev/app/Browserbase/p/stagehand/experiments/${experimentName}" | |
| if [ -f eval-summary.json ]; then | |
| observe_score=$(jq '.categories.observe' eval-summary.json) | |
| echo "Observe category score: $observe_score%" | |
| if (( $(echo "$observe_score < 80" | bc -l) )); then | |
| echo "Observe category score is below 80%. Failing CI." | |
| exit 1 | |
| fi | |
| else | |
| echo "Eval summary not found for observe category. Failing CI." | |
| exit 1 | |
| fi | |
| run-combination-evals: | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 40 | |
| needs: [run-observe-evals] | |
| env: | |
| OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| BRAINTRUST_API_KEY: ${{ secrets.BRAINTRUST_API_KEY }} | |
| BROWSERBASE_API_KEY: ${{ secrets.BROWSERBASE_API_KEY }} | |
| BROWSERBASE_PROJECT_ID: ${{ secrets.BROWSERBASE_PROJECT_ID }} | |
| HEADLESS: true | |
| EVAL_ENV: browserbase | |
| steps: | |
| - name: Check out repository code | |
| uses: actions/checkout@v4 | |
| - name: Set up Node.js | |
| uses: actions/setup-node@v4 | |
| with: | |
| node-version: "20" | |
| - name: Install dependencies | |
| run: npm install --no-frozen-lockfile | |
| - name: Install Playwright browsers | |
| run: npm exec playwright install --with-deps | |
| - name: Run Combination Evals | |
| run: npm run evals category combination | |
| - name: Log Combination Evals Performance | |
| run: | | |
| experimentName=$(jq -r '.experimentName' eval-summary.json) | |
| echo "View results at https://www.braintrust.dev/app/Browserbase/p/stagehand/experiments/${experimentName}" | |
| if [ -f eval-summary.json ]; then | |
| combination_score=$(jq '.categories.combination' eval-summary.json) | |
| echo "Combination category score: $combination_score%" | |
| if (( $(echo "$combination_score < 85" | bc -l) )); then | |
| echo "Combination category score is below 85%. Failing CI." | |
| exit 1 | |
| fi | |
| else | |
| echo "Eval summary not found for combination category. Failing CI." | |
| exit 1 | |
| fi | |
| run-experimental-evals: | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 120 | |
| needs: [run-text-extract-evals] | |
| if: github.ref == 'refs/heads/main' || github.ref == 'refs/heads/dev' | |
| env: | |
| OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| BRAINTRUST_API_KEY: ${{ secrets.BRAINTRUST_API_KEY }} | |
| BROWSERBASE_API_KEY: ${{ secrets.BROWSERBASE_API_KEY }} | |
| BROWSERBASE_PROJECT_ID: ${{ secrets.BROWSERBASE_PROJECT_ID }} | |
| HEADLESS: true | |
| EVAL_ENV: browserbase | |
| steps: | |
| - name: Check out repository code | |
| uses: actions/checkout@v4 | |
| - name: Set up Node.js | |
| uses: actions/setup-node@v4 | |
| with: | |
| node-version: "20" | |
| - name: Install dependencies | |
| run: npm install --no-frozen-lockfile | |
| - name: Install Playwright browsers | |
| run: npm exec playwright install --with-deps | |
| - name: Run Experimental Evals | |
| run: npm run evals category experimental | |
| - name: Log Experimental Evals Performance | |
| run: | | |
| experimentName=$(jq -r '.experimentName' eval-summary.json) | |
| echo "View results at https://www.braintrust.dev/app/Browserbase/p/stagehand/experiments/${experimentName}" | |
| if [ -f eval-summary.json ]; then | |
| experimental_score=$(jq '.categories.experimental' eval-summary.json) | |
| echo "Experimental category score: $experimental_score%" | |
| else | |
| echo "Eval summary not found for experimental category. Failing CI." | |
| exit 1 | |
| fi |