Update mlos_core API to support with multi-factor optimization #3690
Workflow file for this run
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| name: MLOS Windows | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| tags: | |
| description: Manual MLOS Linux run | |
| push: | |
| branches: [ main ] | |
| pull_request: | |
| branches: [ main ] | |
| # Windows jobs aren't required to pass atm for the merge group to pass. | |
| #merge_group: | |
| # types: [checks_requested] | |
| schedule: | |
| - cron: "1 0 * * *" | |
| jobs: | |
| Windows: | |
| runs-on: windows-latest | |
| permissions: | |
| contents: read | |
| defaults: | |
| run: | |
| shell: pwsh | |
| env: | |
| CONDA_ENV_NAME: mlos | |
| CONDA_ENV_YML: mlos-windows.yml | |
| cache_cur_date: unset | |
| cache_cur_hour: unset | |
| cache_prev_hour: unset | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: conda-incubator/setup-miniconda@v3 | |
| - name: Set cache timestamp variables | |
| id: set_cache_vars | |
| run: | | |
| "cache_cur_date=$(date -u +%Y-%m-%d)" >> $env:GITHUB_ENV | |
| "cache_cur_hour=$(date -u +%H)" >> $env:GITHUB_ENV | |
| "cache_prev_hour=$(date -u -d'1 hour ago' +%H)" >> $env:GITHUB_ENV | |
| "CONDA=$env:CONDA" >> $env:GITHUB_ENV | |
| - name: Add conda libs to the PATH | |
| run: | | |
| $env:PATH = "$env:CONDA\condabin;$env:PATH" | |
| $env:PATH = "$env:CONDA\bin;$env:PATH" | |
| $env:PATH = "$env:CONDA\Scripts;$env:PATH" | |
| $env:PATH = "$env:CONDA\Library\bin;$env:PATH" | |
| $env:PATH = "$env:CONDA\Library\usr\bin;$env:PATH" | |
| $env:PATH = "$env:CONDA\Library\bin;$env:PATH" | |
| $env:PATH = "$env:CONDA\Library\mingw-w64\bin;$env:PATH" | |
| $env:PATH = "$env:CONDA;$env:PATH" | |
| "PATH=$env:PATH" >> $env:GITHUB_ENV | |
| - name: Restore cached conda environment | |
| id: restore-conda-cache | |
| if: github.event_name != 'schedule' | |
| uses: actions/cache@v4 | |
| with: | |
| path: ${{ env.CONDA }}/envs/mlos | |
| key: conda-${{ runner.os }}-${{ env.CONDA_ENV_NAME }}-${{ hashFiles('conda-envs/${{ env.CONDA_ENV_YML }}') }}-${{ hashFiles('mlos_*/setup.py') }}-${{ env.cache_cur_date }}-${{ env.cache_cur_hour }} | |
| restore-keys: | | |
| conda-${{ runner.os }}-${{ env.CONDA_ENV_NAME }}-${{ hashFiles('conda-envs/${{ env.CONDA_ENV_YML }}') }}-${{ hashFiles('mlos_*/setup.py') }}-${{ env.cache_cur_date }}-${{ env.cache_prev_hour }} | |
| conda-${{ runner.os }}-${{ env.CONDA_ENV_NAME }}-${{ hashFiles('conda-envs/${{ env.CONDA_ENV_YML }}') }}-${{ hashFiles('mlos_*/setup.py') }}-${{ env.cache_cur_date }} | |
| - name: Log some environment variables for debugging | |
| run: | | |
| Get-ChildItem -Recurse Env: | |
| Write-Host "cache_cur_date: $env:cache_cur_date" | |
| Write-Host "cache_cur_hour: $env:cache_cur_hour" | |
| Write-Host "cache_prev_hour: $env:cache_prev_hour" | |
| Write-Host "cache-hit: ${{ steps.restore-conda-cache.outputs.cache-hit }}" | |
| - name: Update and configure conda | |
| run: | | |
| conda config --set channel_priority strict | |
| conda update -v -y -n base -c defaults --all | |
| # Try and speed up the pipeline by using a faster solver: | |
| - name: Install and default to mamba solver | |
| run: | | |
| conda install -v -y -n base conda-libmamba-solver | |
| # Try to set either of the configs for the solver. | |
| if (!(conda config --set experimental_solver libmamba)) { conda config --set solver libmamba } | |
| "CONDA_EXPERIMENTAL_SOLVER=libmamba" >> $env:GITHUB_ENV | |
| "EXPERIMENTAL_SOLVER=libmamba" >> $env:GITHUB_ENV | |
| - name: Create/update mlos conda environment | |
| run: | | |
| if (! (conda env list | Select-String -Pattern "^$env:CONDA_ENV_NAME ") ) { conda env create -v -n $env:CONDA_ENV_NAME -f conda-envs/$env:CONDA_ENV_YML } | |
| conda env update -v -n $env:CONDA_ENV_NAME -f conda-envs/$env:CONDA_ENV_YML --prune | |
| - name: Log conda info | |
| run: | | |
| conda info | |
| conda config --show | |
| conda config --show-sources | |
| conda list -n $env:CONDA_ENV_NAME | |
| # This is moreso about code cleanliness, which is a dev thing, not a | |
| # functionality thing, and the rules for that change between python versions, | |
| # so only do this for the default in the devcontainer. | |
| #- name: Run lint checks | |
| # run: conda run -n $env:CONDA_ENV_NAME pylint -j0 mlos_core/mlos_core mlos_bench/mlos_bench | |
| # Only run the coverage checks on the devcontainer job. | |
| - name: Run tests | |
| run: | | |
| conda run -n $env:CONDA_ENV_NAME pytest --junitxml=junit/test-results.xml mlos_core/ mlos_bench/ mlos_viz/ | |
| # Note: unlike the Makefile version, the pwsh version of these rules are all run within a single shell context, so we can | |
| # split commands across lines with CWD maintained (hence we also require the "cd .." here). | |
| - name: Generate and test binary distribution files | |
| run: | | |
| .github/workflows/build-dist-test.ps1 |