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azure-pipelines.yml
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azure-pipelines.yml
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trigger:
- develop
- main
resources:
containers:
- container: postgres
image: postgres:11
ports:
- 5432:5432
env:
POSTGRES_DB: "test_ci"
POSTGRES_HOST_AUTH_METHOD: "trust"
- container: mysql
image: mysql:8.0.20
ports:
- 3306:3306
env:
MYSQL_ALLOW_EMPTY_PASSWORD: "yes"
MYSQL_DATABASE: test_ci
- container: mssql
image: microsoft/mssql-server-linux
env:
ACCEPT_EULA: Y
MSSQL_SA_PASSWORD: ReallyStrongPwd1234%^&*
MSSQL_DB: test_ci
MSSQL_PID: Developer
ports:
- 1433:1433
variables:
isMain: $[eq(variables['Build.SourceBranch'], 'refs/heads/main')]
GE_USAGE_STATISTICS_URL: "https://qa.stats.greatexpectations.io/great_expectations/v1/usage_statistics"
stages:
- stage: lint
pool:
vmImage: 'ubuntu-latest'
jobs:
- job: lint
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: 3.7
displayName: 'Use Python 3.7'
- script: |
pip install isort[requirements]==5.4.2 flake8==3.8.3 black==19.10b0 pyupgrade==2.7.2
isort . --check-only --skip docs/
black --check --exclude docs/ .
flake8 great_expectations/core
pyupgrade --py3-plus
- stage: required
pool:
vmImage: 'ubuntu-latest'
dependsOn: []
jobs:
- job: compatibility_matrix
variables:
GE_pytest_pip_opts: '--requirement requirements-dev-util.txt --requirement requirements-dev-test.txt'
GE_pytest_opts: '--no-sqlalchemy --no-spark'
strategy:
matrix:
Python36-Pandas023:
python.version: '3.6'
pandas.version: '0.23.4'
Python37-Pandas025:
python.version: '3.7'
pandas.version: '0.25.3'
Python38-PandasLatest:
python.version: '3.8'
pandas.version: 'latest'
# TODO: refactor steps into a task
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: '$(python.version)'
displayName: 'Use Python $(python.version)'
- bash: python -m pip install --upgrade pip
displayName: 'Update pip'
- bash: pip install pandas
condition: eq(variables['pandas.version'], 'latest')
displayName: 'Install pandas latest'
- bash: pip install pandas==$(pandas.version)
condition: ne(variables['pandas.version'], 'latest')
displayName: 'Install pandas - $(pandas.version)'
- script: |
pip install $(GE_pytest_pip_opts)
pip install --requirement requirements.txt
# Consider fragmenting *all* integration tests into separate folder and run
pip install .
displayName: 'Install dependencies'
- script: |
pip install pytest pytest-cov pytest-azurepipelines
pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html
displayName: 'pytest'
- task: PublishTestResults@2
condition: succeededOrFailed()
inputs:
testResultsFiles: '**/test-*.xml'
testRunTitle: 'Publish test results for Python $(python.version)'
- task: PublishCodeCoverageResults@1
inputs:
codeCoverageTool: Cobertura
summaryFileLocation: '$(System.DefaultWorkingDirectory)/**/coverage.xml'
reportDirectory: '$(System.DefaultWorkingDirectory)/**/htmlcov'
- job: comprehensive
services:
postgres: postgres
variables:
GE_pytest_pip_opts: '--requirement requirements-dev-util.txt --requirement requirements-dev-spark.txt --requirement requirements-dev-sqlalchemy.txt --requirement requirements-dev-test.txt'
GE_pytest_opts: ''
strategy:
matrix:
Python36:
python.version: '3.6'
pandas.version: 'latest'
Python37:
python.version: '3.7'
pandas.version: 'latest'
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: '$(python.version)'
displayName: 'Use Python $(python.version)'
- bash: python -m pip install --upgrade pip
displayName: 'Update pip'
- script: |
sudo apt-get install -y pandoc
pip install pypandoc
displayName: 'Install pandoc'
- bash: pip install pandas
condition: eq(variables['pandas.version'], 'latest')
displayName: 'Install pandas latest'
- bash: pip install pandas==$(pandas.version)
condition: ne(variables['pandas.version'], 'latest')
displayName: 'Install pandas - $(pandas.version)'
- script: |
pip install --requirement requirements.txt
pip install $(GE_pytest_pip_opts)
pip install .
displayName: 'Install dependencies'
- script: |
pip install pytest pytest-cov pytest-azurepipelines
pytest $(GE_pytest_opts) --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html
displayName: 'pytest'
- task: PublishTestResults@2
condition: succeededOrFailed()
inputs:
testResultsFiles: '**/test-*.xml'
testRunTitle: 'Publish test results for Python $(python.version)'
- task: PublishCodeCoverageResults@1
inputs:
codeCoverageTool: Cobertura
summaryFileLocation: '$(System.DefaultWorkingDirectory)/**/coverage.xml'
reportDirectory: '$(System.DefaultWorkingDirectory)/**/htmlcov'
- stage: usage_stats_integration
pool:
vmImage: 'ubuntu-latest'
dependsOn: []
jobs:
- job: test_usage_stats_messages
variables:
python.version: '3.8'
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: '$(python.version)'
displayName: 'Use Python $(python.version)'
- bash: python -m pip install --upgrade pip
displayName: 'Update pip'
- script: |
pip install --requirement requirements-dev-util.txt --requirement requirements-dev-test.txt
pip install --requirement requirements.txt
pip install .
displayName: 'Install dependencies'
- script: |
pip install pytest pytest-azurepipelines
pytest --no-spark --no-sqlalchemy --aws-integration -v tests/integration/usage_statistics
displayName: 'pytest'
- stage: db_integration
pool:
vmImage: 'ubuntu-latest'
dependsOn: []
jobs:
- job: mysql
services:
mysql: mysql
variables:
python.version: '3.8'
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: '$(python.version)'
displayName: 'Use Python $(python.version)'
- bash: python -m pip install --upgrade pip
displayName: 'Update pip'
- script: |
printf 'Waiting for MySQL database to accept connections'
until mysql --host=localhost --protocol=TCP --port=3306 --user=root --password='' --execute "SHOW DATABASES"; do
printf '.'
sleep 1;
done;
displayName: Wait for database to initialise
- script: |
echo "SET GLOBAL sql_mode=(SELECT REPLACE(@@sql_mode,'ONLY_FULL_GROUP_BY',''));" > mysql_setup_script.sql
mysql --host=localhost --protocol=TCP --port=3306 --user=root --password='' --reconnect < mysql_setup_script.sql
displayName: 'Configure mysql'
- script: |
pip install -r requirements.txt
pip install --requirement requirements-dev-test.txt --requirement requirements-dev-sqlalchemy.txt --requirement requirements-dev-util.txt
pip install .
displayName: 'Install dependencies'
- script: |
pip install -r requirements.txt
pip install pytest pytest-cov pytest-azurepipelines
pytest --mysql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html
displayName: 'pytest'
- job: mssql
services:
mssql: mssql
variables:
python.version: '3.8'
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: '$(python.version)'
displayName: 'Use Python $(python.version)'
- bash: python -m pip install --upgrade pip
displayName: 'Update pip'
- script: |
sqlcmd -U sa -P "ReallyStrongPwd1234%^&*" -Q "CREATE DATABASE test_ci;" -o create_db_output.txt
- script: |
pip install -r requirements.txt
pip install --requirement requirements-dev-test.txt --requirement requirements-dev-sqlalchemy.txt --requirement requirements-dev-util.txt
pip install .
displayName: 'Install dependencies'
- script: |
pip install pytest pytest-cov pytest-azurepipelines
pytest --mssql --no-postgresql --no-spark --napoleon-docstrings --junitxml=junit/test-results.xml --cov=. --cov-report=xml --cov-report=html
displayName: 'pytest'
- stage: deploy
condition: and(succeeded(), eq(variables.isMain, true))
pool:
vmImage: 'ubuntu-latest'
dependsOn: [required, lint, db_integration, usage_stats_integration]
jobs:
- job: deploy
variables:
python.version: '3.8'
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: '$(python.version)'
displayName: 'Use Python $(python.version)'
- bash: python -m pip install --upgrade pip
displayName: 'Update pip'
- script: |
pip install twine
pip install wheel
echo "Creating tag: $(cat ./great_expectations/deployment_version)"
git config --global user.email "[email protected]"
git config --global user.name "Great Expectations"
git tag --annotate $(cat ./great_expectations/deployment_version) -m "$(cat ./great_expectations/deployment_version)" || echo "tag exists, skipping"
displayName: 'Add new version tag'
# Build the python distribution from source
- script: |
python setup.py sdist
python setup.py bdist_wheel
displayName: 'Build distribution'
- task: TwineAuthenticate@1
inputs:
pythonUploadServiceConnection: pypi
# Use command line script to 'twine upload', use -r to pass the repository name and --config-file to pass the environment variable set by the authenticate task.
- script: |
python -m twine upload -r great-expectations --config-file $(PYPIRC_PATH) dist/*
displayName: 'Upload'