PR #246 - Label ci-all - id-3471466469-mhegdvgu #62
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| name: Examples - Calc-X | |
| permissions: | |
| contents: read | |
| on: | |
| schedule: | |
| # Every day at 3 AM UTC+8 | |
| - cron: '0 19 * * *' | |
| workflow_dispatch: | |
| repository_dispatch: | |
| types: [ci-calc-x, ci-all] | |
| run-name: >- | |
| ${{ github.event_name == 'repository_dispatch' | |
| && format( | |
| 'PR #{0} - Label {1} - {2}', | |
| github.event.client_payload.pull_number, | |
| github.event.client_payload.ci_label, | |
| github.event.client_payload.correlation_id | |
| ) | |
| || format('Calc-X - {0}', github.event_name) }} | |
| jobs: | |
| calc-x: | |
| if: > | |
| github.event_name != 'repository_dispatch' || | |
| github.event.action == 'ci-calc-x' || | |
| github.event.action == 'ci-all' | |
| name: Calc-X (Python ${{ matrix.python-version }}, ${{ matrix.setup-script }}) | |
| runs-on: [self-hosted, 1ES.Pool=agl-runner-gpu] | |
| timeout-minutes: 90 | |
| strategy: | |
| matrix: | |
| include: | |
| - python-version: '3.10' | |
| setup-script: 'legacy' | |
| - python-version: '3.12' | |
| setup-script: 'stable' | |
| - python-version: '3.13' | |
| setup-script: 'latest' | |
| fail-fast: false | |
| steps: | |
| - name: Check GPU status | |
| run: nvidia-smi | |
| - name: Check disk space | |
| run: df -h | |
| - uses: actions/checkout@v4 | |
| with: | |
| ref: ${{ github.event_name == 'repository_dispatch' && github.event.client_payload.pr_ref || (github.event.pull_request.number && format('refs/pull/{0}/merge', github.event.pull_request.number)) || github.ref }} | |
| - uses: astral-sh/setup-uv@v7 | |
| with: | |
| enable-cache: true | |
| python-version: ${{ matrix.python-version }} | |
| - name: Upgrade dependencies (latest) | |
| run: uv lock --upgrade | |
| if: matrix.setup-script == 'latest' | |
| - name: Sync dependencies (latest) | |
| run: | | |
| uv sync --frozen --no-default-groups --extra verl \ | |
| --group dev --group experiment --group agents --group torch-gpu-stable | |
| if: matrix.setup-script == 'latest' | |
| - name: Sync dependencies (stable & legacy) | |
| run: | | |
| uv sync --frozen --no-default-groups --extra verl \ | |
| --group dev --group experiment --group agents --group torch-gpu-${{ matrix.setup-script }} | |
| if: matrix.setup-script != 'latest' | |
| - name: Freeze dependencies | |
| run: | | |
| set -ex | |
| uv pip freeze | tee requirements-freeze.txt | |
| echo "UV_LOCKED=1" >> $GITHUB_ENV | |
| echo "UV_NO_SYNC=1" >> $GITHUB_ENV | |
| - name: Upload dependencies artifact | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: dependencies-calc-x-${{ matrix.python-version }}-${{ matrix.setup-script }} | |
| path: requirements-freeze.txt | |
| compression-level: 0 | |
| - name: Launch LiteLLM Proxy | |
| run: | | |
| ./scripts/litellm_run.sh | |
| env: | |
| AZURE_API_BASE: ${{ secrets.AZURE_GROUP_SUBSCRIPTION_API_BASE }} | |
| AZURE_API_KEY: ${{ secrets.AZURE_GROUP_SUBSCRIPTION_API_KEY }} | |
| - name: Prepare Calc-X dataset | |
| run: | | |
| set -ex | |
| cd examples/calc_x | |
| uv run gdown --fuzzy https://drive.google.com/file/d/1FQMyKLLd6hP9dw9rfZn1EZOWNvKaDsqw/view | |
| unzip calc-x-data.zip -d data | |
| rm calc-x-data.zip | |
| - name: Calc-X MCP sanity check | |
| run: | | |
| set -ex | |
| cd examples/calc_x | |
| uv run tests/test_mcp_calculator.py | |
| env: | |
| OPENAI_API_BASE: http://localhost:12306/ | |
| OPENAI_API_KEY: dummy | |
| - name: Calc-X sanity check | |
| run: | | |
| set -ex | |
| cd examples/calc_x | |
| uv run legacy_calc_agent_debug.py | |
| env: | |
| OPENAI_BASE_URL: http://localhost:12306/ | |
| OPENAI_API_KEY: dummy | |
| # Calc-X training suddenly works after running the sanity check. | |
| # And it has to be run before Spider training. | |
| # The client side used to hang in many of my attempts. | |
| # Don't ask why. Don't touch this. | |
| - name: Calc-X training | |
| run: | | |
| set -ex | |
| source .venv/bin/activate | |
| cd examples/calc_x | |
| ../../scripts/restart_ray.sh | |
| sleep 5 | |
| PYTHONUNBUFFERED=1 python train_calc_agent.py --val-file data/test_mini.parquet --ci | |
| sleep 10 | |
| shell: bash | |
| env: | |
| WANDB_BASE_URL: ${{ secrets.MSR_WANDB_BASE_URL }} | |
| WANDB_API_KEY: ${{ secrets.MSR_WANDB_API_KEY }} | |
| id: calc_x_train | |
| - name: Validate Calc-X training | |
| run: | | |
| set -ex | |
| uv run scripts/validate_example_wandb.py ${{ steps.calc_x_train.outputs.project_name }} ${{ steps.calc_x_train.outputs.run_name }} | |
| env: | |
| WANDB_BASE_URL: ${{ secrets.MSR_WANDB_BASE_URL }} | |
| WANDB_API_KEY: ${{ secrets.MSR_WANDB_API_KEY }} | |
| - name: Calc-X training LLM Proxy | |
| run: | | |
| set -ex | |
| source .venv/bin/activate | |
| cd examples/calc_x | |
| ../../scripts/restart_ray.sh | |
| sleep 5 | |
| PYTHONUNBUFFERED=1 python train_calc_agent.py --val-file data/test_mini.parquet --ci --llm-proxy | |
| sleep 10 | |
| shell: bash | |
| env: | |
| WANDB_BASE_URL: ${{ secrets.MSR_WANDB_BASE_URL }} | |
| WANDB_API_KEY: ${{ secrets.MSR_WANDB_API_KEY }} | |
| id: calc_x_train_llm_proxy | |
| - name: Calc-X training with external store | |
| run: | | |
| set -euo pipefail | |
| source .venv/bin/activate | |
| cd examples/calc_x | |
| ../../scripts/restart_ray.sh | |
| agl store --port 4747 & | |
| sleep 5 | |
| AGL_MANAGED_STORE=0 AGL_CURRENT_ROLE=runner python train_calc_agent.py --external-store-address http://localhost:4747 --val-file data/test_mini.parquet --ci-fast & | |
| sleep 5 | |
| AGL_MANAGED_STORE=0 AGL_CURRENT_ROLE=algorithm python train_calc_agent.py --external-store-address http://localhost:4747 --val-file data/test_mini.parquet --ci-fast | |
| pkill -f agl && echo "SIGTERM sent to agl" || echo "No agl process found" | |
| while pgrep -f agl; do | |
| echo "Waiting for agl to finish..." | |
| sleep 5 | |
| done | |
| pkill -f train_calc_agent.py && echo "SIGTERM sent to train_calc_agent.py" || echo "No train_calc_agent.py process found" | |
| while pgrep -f train_calc_agent.py; do | |
| echo "Waiting for train_calc_agent.py to finish..." | |
| sleep 5 | |
| done | |
| echo "train_calc_agent.py has finished." | |
| shell: bash | |
| env: | |
| WANDB_BASE_URL: ${{ secrets.MSR_WANDB_BASE_URL }} | |
| WANDB_API_KEY: ${{ secrets.MSR_WANDB_API_KEY }} | |
| id: calc_x_train_external_store | |
| - name: Calc-X training with role-based environment variables | |
| run: | | |
| set -euo pipefail | |
| source .venv/bin/activate | |
| cd examples/calc_x | |
| ../../scripts/restart_ray.sh | |
| PYTHONUNBUFFERED=1 AGL_SERVER_HOST=127.0.0.1 AGL_SERVER_PORT=5858 AGL_CURRENT_ROLE=runner python train_calc_agent.py --val-file data/test_mini.parquet --ci-fast & | |
| sleep 5 | |
| PYTHONUNBUFFERED=1 AGL_SERVER_HOST=0.0.0.0 AGL_SERVER_PORT=5858 AGL_CURRENT_ROLE=algorithm python train_calc_agent.py --val-file data/test_mini.parquet --ci-fast | |
| pkill -f train_calc_agent.py && echo "SIGTERM sent to train_calc_agent.py" || echo "No train_calc_agent.py process found" | |
| while pgrep -f train_calc_agent.py; do | |
| echo "Waiting for train_calc_agent.py to finish..." | |
| sleep 5 | |
| done | |
| echo "train_calc_agent.py has finished." | |
| shell: bash | |
| env: | |
| WANDB_BASE_URL: ${{ secrets.MSR_WANDB_BASE_URL }} | |
| WANDB_API_KEY: ${{ secrets.MSR_WANDB_API_KEY }} |