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azure-pipelines.yml
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azure-pipelines.yml
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# Python package
# Create and test a Python package on multiple Python versions.
# Add steps that analyze code, save the dist with the build record, publish to a PyPI-compatible index, and more:
# https://docs.microsoft.com/azure/devops/pipelines/languages/python
trigger:
- master
jobs:
- job: 'EvalChanges'
displayName: 'Analyze changed files to determine which job to run'
pool:
vmImage: 'macOS-10.13'
steps:
# We want to enforce the following rules for PRs:
# * if all modifications are to README.md
# no testing is needed
# * if there are modifications to docs/* or to any code
# then docs need to be built to verify consistency
# * if there are modifications to notebooks/* or to any code
# then notebooks need to be run to verify consistency
# * for any code changes (or changes to metadata files)
# linting and testing should be run
# For a PR build, HEAD will be the merge commit, and we want to diff against the base branch,
# which will be the first parent: HEAD^
# (For non-PR changes, we will always perform all CI tasks)
- powershell: |
if ($env:BUILD_REASON -eq 'PullRequest') {
$editedFiles = git diff HEAD^ --name-only
$editedFiles # echo edited files to enable easier debugging
$codeChanges = $false
$docChanges = $false
$nbChanges = $false
$changeType = "none"
foreach ($file in $editedFiles) {
switch -Wildcard ($file) {
"README.md" { Continue }
"prototypes/*" { Continue }
"doc/*" { $docChanges = $true; Continue }
"notebooks/*" { $nbChanges = $true; Continue }
default { $codeChanges = $true; Continue }
}
}
}
Write-Host "##vso[task.setvariable variable=buildDocs;isOutput=true]$(($env:BUILD_REASON -ne 'PullRequest') -or ($docChanges -or $codeChanges))"
Write-Host "##vso[task.setvariable variable=buildNbs;isOutput=true]$(($env:BUILD_REASON -ne 'PullRequest') -or ($nbChanges -or $codeChanges))"
Write-Host "##vso[task.setvariable variable=testCode;isOutput=true]$(($env:BUILD_REASON -ne 'PullRequest') -or $codeChanges)"
name: output
displayName: 'Determine type of code change'
- job: 'Docs'
displayName: 'Build documentation'
dependsOn: 'EvalChanges'
condition: eq(dependencies.EvalChanges.outputs['output.buildDocs'], 'True')
pool:
vmImage: 'ubuntu-16.04'
variables:
python.version: '3.6'
steps:
- template: azure-pipelines-steps.yml
parameters:
body:
- script: 'sudo apt-get -yq install graphviz'
displayName: 'Install graphviz'
- script: 'pip install sklearn-contrib-lightning'
displayName: 'Install lightning'
- script: 'python setup.py build_sphinx -W'
displayName: 'Build documentation'
- publish: 'build/sphinx/html'
artifact: 'Documentation'
displayName: 'Publish documentation as artifact'
- script: 'python setup.py build_sphinx -b doctest'
displayName: 'Run doctests'
package: '.[automl]'
- job: 'Notebooks'
dependsOn: 'EvalChanges'
condition: eq(dependencies.EvalChanges.outputs['output.buildNbs'], 'True')
variables:
python.version: '3.6'
pool:
vmImage: 'ubuntu-16.04'
steps:
- template: azure-pipelines-steps.yml
parameters:
body:
- script: 'pip install shap'
displayName: 'Install shap'
- script: 'python setup.py pytest'
displayName: 'Unit tests'
env:
PYTEST_ADDOPTS: '-m "notebook"'
- task: PublishTestResults@2
displayName: 'Publish Test Results **/test-results.xml'
inputs:
testResultsFiles: '**/test-results.xml'
testRunTitle: 'Notebooks'
condition: succeededOrFailed()
- job: 'AutoML'
dependsOn: 'EvalChanges'
condition: eq(dependencies.EvalChanges.outputs['output.testCode'], 'True')
variables:
python.version: '3.6'
pool:
vmImage: 'ubuntu-16.04'
steps:
- template: azure-pipelines-steps.yml
parameters:
body:
- task: AzureCLI@2
displayName: 'AutoML tests'
inputs:
azureSubscription: 'automl'
scriptLocation: 'inlineScript'
scriptType: 'pscore'
powerShellIgnoreLASTEXITCODE: '' # string for now due to https://github.com/microsoft/azure-pipelines-tasks/issues/12266
inlineScript: |
$env:SUBSCRIPTION_ID = az account show --query id -o tsv
python setup.py pytest
env:
WORKSPACE_NAME: 'testWorkspace'
RESOURCE_GROUP: 'testingAutoMLEconML'
PYTEST_ADDOPTS: '-m "automl" -n 0'
COVERAGE_PROCESS_START: 'setup.cfg'
- task: PublishTestResults@2
displayName: 'Publish Test Results **/test-results.xml'
inputs:
testResultsFiles: '**/test-results.xml'
testRunTitle: 'AutoML'
condition: succeededOrFailed()
package: '.[automl]'
- job: 'Linting'
dependsOn: 'EvalChanges'
condition: eq(dependencies.EvalChanges.outputs['output.testCode'], 'True')
variables:
python.version: '3.6'
pool:
vmImage: 'macOS-10.13'
steps:
- template: azure-pipelines-steps.yml
parameters:
body:
- script: 'pip install pycodestyle && pycodestyle econml'
failOnStderr: true
displayName: Linting
- job: 'Tests'
dependsOn: 'EvalChanges'
condition: eq(dependencies.EvalChanges.outputs['output.testCode'], 'True')
strategy:
matrix:
Linux, Python 3.5:
imageName: 'ubuntu-16.04'
python.version: '3.5'
macOS, Python 3.5:
imageName: 'macOS-10.13'
python.version: '3.5'
Windows, Python 3.5:
imageName: 'vs2017-win2016'
python.version: '3.5'
Linux, Python 3.6:
imageName: 'ubuntu-16.04'
python.version: '3.6'
macOS, Python 3.6:
imageName: 'macOS-10.13'
python.version: '3.6'
Windows, Python 3.6:
imageName: 'vs2017-win2016'
python.version: '3.6'
Linux, Python 3.7:
imageName: 'ubuntu-16.04'
python.version: '3.7'
macOS, Python 3.7:
imageName: 'macOS-10.13'
python.version: '3.7'
Windows, Python 3.7:
imageName: 'vs2017-win2016'
python.version: '3.7'
pool:
vmImage: $(imageName)
displayName: 'Run tests '
steps:
- template: azure-pipelines-steps.yml
parameters:
body:
- script: 'python setup.py pytest'
displayName: 'Unit tests'
env:
PYTEST_ADDOPTS: '-m "not (notebook or automl)"'
COVERAGE_PROCESS_START: 'setup.cfg'
- task: PublishTestResults@2
displayName: 'Publish Test Results **/test-results.xml'
inputs:
testResultsFiles: '**/test-results.xml'
testRunTitle: 'Python $(python.version), image $(imageName)'
condition: succeededOrFailed()
- task: PublishCodeCoverageResults@1
displayName: 'Publish Code Coverage Results'
inputs:
codeCoverageTool: Cobertura
summaryFileLocation: '$(System.DefaultWorkingDirectory)/**/coverage.xml'