code-quality-template.yml

parameters:
  - name: workingDirectory
    displayName: Working Directory for sample
    type: string
  - name: targetDirectory
    displayName: Target directory to run lint and test against
    type: string
    default: '.'

# Pipeline template to run linting, unit tests with code coverage, and publish the results.
steps:
- script: |   
   flake8 ${{ parameters.targetDirectory }} --output-file=lint-testresults.xml --format junit-xml
  workingDirectory: ${{ parameters.workingDirectory }}
  displayName: 'Run lint tests'

- script: |   
   python -m pytest ${{ parameters.targetDirectory }} --cov=ml_model --cov-report=html --cov-report=xml --junitxml=unit-testresults.xml
  workingDirectory: ${{ parameters.workingDirectory }}
  condition: succeededOrFailed()
  displayName: 'Run unit tests'

- task: PublishTestResults@2
  condition: succeededOrFailed()
  inputs:
    testResultsFiles: '**/*-testresults.xml'
    testRunTitle: 'Linting & Unit tests'
    failTaskOnFailedTests: true
  displayName: 'Publish test results'

- task: PublishCodeCoverageResults@1
  displayName: 'Publish coverage report'
  condition: succeededOrFailed()
  inputs:
    codeCoverageTool: Cobertura
    summaryFileLocation: '**/coverage.xml'
    reportDirectory: '**/htmlcov'
    failIfCoverageEmpty: true