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pipeline.yaml
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pipeline.yaml
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resources:
- repo: self
trigger:
branches:
include:
- master
paths:
exclude:
- README.md
- docs/*
- CODEOWNERS
- .github
pr:
branches:
include:
- master
paths:
exclude:
- README.md
- docs/*
- CODEOWNERS
- .github
variables:
runTests: True
jobs:
- job: Style
cancelTimeoutInMinutes: 0
condition: eq(variables.runTests, 'True')
pool:
vmImage: ubuntu-18.04
steps:
- task: AzureCLI@1
displayName: 'Style Check'
inputs:
azureSubscription: 'MMLSpark Build'
scriptLocation: inlineScript
inlineScript: 'sbt scalastyle test:scalastyle'
- job: Publish
cancelTimeoutInMinutes: 0
pool:
vmImage: ubuntu-18.04
steps:
#- template: templates/ivy_cache.yml
- bash: echo "##vso[task.prependpath]$CONDA/bin"
displayName: Add conda to PATH
- bash: conda info
- bash: conda env create -f environment.yaml
displayName: Create Anaconda environment
- task: AzureKeyVault@1
inputs:
azureSubscription: 'MMLSpark Build'
keyVaultName: mmlspark-keys
- bash: |
source activate mmlspark
sbt packagePython
sbt publishBlob publishDocs publishR publishPython
sbt genBuildInfo
echo "##vso[task.uploadsummary]$(pwd)/target/Build.md"
sbt release
displayName: Publish Artifacts
env:
STORAGE_KEY: $(storage-key)
NEXUS-UN: $(nexus-un)
NEXUS-PW: $(nexus-pw)
PGP-PRIVATE: $(pgp-private)
PGP-PUBLIC: $(pgp-public)
PGP-PW: $(pgp-pw)
- bash: sbt publishBadges
condition: and(succeeded(), eq(variables['Build.SourceBranch'], 'refs/heads/master'))
displayName: Publish Badges
env:
STORAGE_KEY: $(storage-key)
NEXUS-UN: $(nexus-un)
NEXUS-PW: $(nexus-pw)
PGP-PRIVATE: $(pgp-private)
PGP-PUBLIC: $(pgp-public)
PGP-PW: $(pgp-pw)
- job: DatabricksE2E
cancelTimeoutInMinutes: 0
pool:
vmImage: ubuntu-18.04
steps:
#- template: templates/ivy_cache.yml
- bash: echo "##vso[task.prependpath]$CONDA/bin"
displayName: Add conda to PATH
- bash: conda info
- bash: conda env create -f environment.yaml
displayName: Create Anaconda environment
- task: AzureKeyVault@1
inputs:
azureSubscription: 'MMLSpark Build'
keyVaultName: mmlspark-keys
- bash: |
source activate mmlspark
sbt packagePython
sbt publishBlob
displayName: Publish Blob Artifacts
env:
STORAGE_KEY: $(storage-key)
NEXUS-UN: $(nexus-un)
NEXUS-PW: $(nexus-pw)
PGP-PRIVATE: $(pgp-private)
PGP-PUBLIC: $(pgp-public)
PGP-PW: $(pgp-pw)
- task: AzureCLI@1
displayName: 'E2E'
inputs:
azureSubscription: 'MMLSpark Build'
scriptLocation: inlineScript
inlineScript: 'sbt "testOnly com.microsoft.ml.spark.nbtest.DatabricksTests"'
condition: and(succeeded(), eq(variables.runTests, 'True'))
- task: PublishTestResults@2
displayName: 'Publish Test Results'
inputs:
testResultsFiles: '**/test-reports/TEST-*.xml'
failTaskOnFailedTests: true
condition: and(eq(variables.runTests, 'True'), succeededOrFailed())
- job: SynapseE2E
cancelTimeoutInMinutes: 0
pool:
vmImage: ubuntu-18.04
steps:
# - template: templates/ivy_cache.yml
- bash: echo "##vso[task.prependpath]$CONDA/bin"
displayName: Add conda to PATH
- bash: conda info
- bash: conda env create -f environment.yaml
displayName: Create Anaconda environment
- task: AzureKeyVault@1
inputs:
azureSubscription: 'MMLSpark Build'
keyVaultName: mmlspark-keys
- bash: |
source activate mmlspark
jupyter nbconvert --to script ./notebooks/*.ipynb*
sbt packagePython
sbt publishBlob
displayName: Publish Blob Artifacts
env:
STORAGE_KEY: $(storage-key)
NEXUS-UN: $(nexus-un)
NEXUS-PW: $(nexus-pw)
PGP-PRIVATE: $(pgp-private)
PGP-PUBLIC: $(pgp-public)
PGP-PW: $(pgp-pw)
- task: AzureCLI@1
displayName: 'E2E'
inputs:
azureSubscription: 'MMLSpark Build'
scriptLocation: inlineScript
inlineScript: 'sbt "testOnly com.microsoft.ml.spark.nbtest.SynapseTests"'
condition: and(succeeded(), eq(variables.runTests, 'True'))
- task: PublishTestResults@2
displayName: 'Publish Test Results'
inputs:
testResultsFiles: '**/test-reports/TEST-*.xml'
failTaskOnFailedTests: true
condition: and(eq(variables.runTests, 'True'), succeededOrFailed())
- job: PublishDocker
displayName: PublishDocker
pool:
vmImage: ubuntu-18.04
steps:
- task: AzureCLI@1
displayName: 'Get Docker Tag + Version'
inputs:
azureSubscription: 'MMLSpark Build'
scriptLocation: inlineScript
inlineScript: |
VERSION=$(sbt "core/version" | tail -1 | cut -d' ' -f2 | sed 's/\x1b\[[0-9;]*m//g')
echo '##vso[task.setvariable variable=version]'$VERSION
echo '##vso[task.setvariable variable=gittag]'$(git tag -l --points-at HEAD)
- task: Docker@2
displayName: Demo Image Build
inputs:
containerRegistry: 'mmlspark-mcr-connection-1'
repository: 'public/mmlspark/build-demo'
command: 'build'
buildContext: "."
Dockerfile: 'tools/docker/demo/Dockerfile'
tags: $(version)
arguments: --build-arg MMLSPARK_VERSION=$(version)
- task: Docker@2
displayName: Demo Image Push
inputs:
containerRegistry: 'mmlspark-mcr-connection-1'
repository: 'public/mmlspark/build-demo'
command: 'push'
tags: $(version)
- task: Docker@2
displayName: Minimal Image Build + Push
inputs:
containerRegistry: 'mmlspark-mcr-connection-1'
repository: 'public/mmlspark/build-minimal'
command: 'build'
buildContext: "."
Dockerfile: 'tools/docker/minimal/Dockerfile'
tags: $(version)
arguments: --build-arg MMLSPARK_VERSION=$(version)
- task: Docker@2
displayName: Minimal Image Build + Push
inputs:
containerRegistry: 'mmlspark-mcr-connection-1'
repository: 'public/mmlspark/build-minimal'
command: 'push'
tags: $(version)
- task: Docker@2
condition: startsWith(variables['gittag'], 'v')
displayName: Release Image Build
inputs:
containerRegistry: 'mmlspark-mcr-connection-1'
repository: 'public/mmlspark/release'
command: 'build'
buildContext: "."
Dockerfile: 'tools/docker/demo/Dockerfile'
tags: |
$(version)
latest
arguments: --build-arg MMLSPARK_VERSION=$(version)
- task: Docker@2
condition: startsWith(variables['gittag'], 'v')
displayName: Release Image Push
inputs:
containerRegistry: 'mmlspark-mcr-connection-1'
repository: 'public/mmlspark/release'
command: 'push'
tags: |
$(version)
latest
- job: Release
cancelTimeoutInMinutes: 0
pool:
vmImage: ubuntu-18.04
steps:
- bash: |
echo '##vso[task.setvariable variable=tag]'$(git tag -l --points-at HEAD)
displayName: 'Get Git Tag'
- bash: |
wget https://github.com/git-chglog/git-chglog/releases/download/0.8.0/git-chglog_linux_amd64
chmod +x git-chglog_linux_amd64
./git-chglog_linux_amd64 -o CHANGELOG.md $TAG
condition: startsWith(variables['tag'], 'v')
- task: GitHubRelease@0
condition: startsWith(variables['tag'], 'v')
inputs:
gitHubConnection: 'MMLSpark Github'
repositoryName: '$(Build.Repository.Name)'
action: 'create'
target: '$(Build.SourceVersion)'
tagSource: 'auto'
releaseNotesFile: 'CHANGELOG.md'
isDraft: true
- job: PythonTests
cancelTimeoutInMinutes: 0
condition: eq(variables.runTests, 'True')
pool:
vmImage: ubuntu-18.04
steps:
#- template: templates/ivy_cache.yml
- bash: echo "##vso[task.prependpath]$CONDA/bin"
displayName: Add conda to PATH
- bash: conda env create -f environment.yaml
displayName: Create Anaconda environment
- task: AzureCLI@1
displayName: 'Test Python Code'
timeoutInMinutes: 30
inputs:
azureSubscription: 'MMLSpark Build'
scriptLocation: inlineScript
inlineScript: |
source activate mmlspark
(timeout 5m sbt setup) || (echo "retrying" && timeout 5m sbt setup) || (echo "retrying" && timeout 5m sbt setup)
(sbt coverage testPython) || (sbt coverage testPython) || (sbt coverage testPython)
- task: PublishTestResults@2
displayName: 'Publish Test Results'
inputs:
testResultsFiles: '**/python-test-*.xml'
failTaskOnFailedTests: true
condition: succeededOrFailed()
- task: AzureCLI@1
displayName: 'Generate Codecov report'
inputs:
azureSubscription: 'MMLSpark Build'
scriptLocation: inlineScript
inlineScript: 'sbt coverageReport'
condition: succeededOrFailed()
- task: AzureKeyVault@1
inputs:
azureSubscription: 'MMLSpark Build'
keyVaultName: mmlspark-keys
condition: succeededOrFailed()
- bash: |
curl -s https://codecov.io/bash > .codecov
chmod +x .codecov
echo "Starting Codecov Upload"
./.codecov -t $(codecov-token)
displayName: Upload Coverage Report To Codecov.io
condition: succeededOrFailed()
- job: RTests
cancelTimeoutInMinutes: 0
condition: eq(variables.runTests, 'True')
pool:
vmImage: ubuntu-18.04
steps:
#- template: templates/ivy_cache_2.yml
- bash: echo "##vso[task.prependpath]$CONDA/bin"
displayName: Add conda to PATH
- bash: conda env create -f environment.yaml
displayName: Create Anaconda environment
- bash: curl https://archive.apache.org/dist/spark/spark-3.1.2/spark-3.1.2-bin-hadoop3.2.tgz -o spark-3.1.2-bin-hadoop3.2.tgz
displayName: Download spark
- task: AzureCLI@1
displayName: 'Test R Code'
timeoutInMinutes: 30
inputs:
azureSubscription: 'MMLSpark Build'
scriptLocation: inlineScript
inlineScript: |
source activate mmlspark
(timeout 5m sbt setup) || (echo "retrying" && timeout 5m sbt setup) || (echo "retrying" && timeout 5m sbt setup)
sbt coverage testR
- task: PublishTestResults@2
displayName: 'Publish Test Results'
inputs:
testResultsFiles: '**/r-test-*.xml'
failTaskOnFailedTests: true
condition: succeededOrFailed()
- task: AzureCLI@1
displayName: 'Generate Codecov report'
inputs:
azureSubscription: 'MMLSpark Build'
scriptLocation: inlineScript
inlineScript: 'sbt coverageReport'
condition: succeededOrFailed()
- task: AzureKeyVault@1
inputs:
azureSubscription: 'MMLSpark Build'
keyVaultName: mmlspark-keys
condition: succeededOrFailed()
- bash: |
curl -s https://codecov.io/bash > .codecov
chmod +x .codecov
echo "Starting Codecov Upload"
./.codecov -t $(codecov-token)
displayName: Upload Coverage Report To Codecov.io
condition: succeededOrFailed()
- job: UnitTests
cancelTimeoutInMinutes: 1
timeoutInMinutes: 80
condition: eq(variables.runTests, 'True')
pool:
vmImage: ubuntu-18.04
strategy:
matrix:
automl:
PACKAGE: "automl"
cntk:
PACKAGE: "cntk"
cognitive1:
PACKAGE: "cognitive.split1"
FLAKY: "true"
cognitive2:
PACKAGE: "cognitive.split2"
FFMPEG: "true"
FLAKY: "true"
cognitive3:
PACKAGE: "cognitive.split3"
FFMPEG: "true"
FLAKY: "true"
core:
PACKAGE: "core"
downloader:
PACKAGE: "downloader"
explainers1:
PACKAGE: "explainers.split1"
explainers2:
PACKAGE: "explainers.split2"
explainers3:
PACKAGE: "explainers.split3"
featurize:
PACKAGE: "featurize"
image:
PACKAGE: "image"
io1:
PACKAGE: "io.split1"
FLAKY: "true"
io2:
PACKAGE: "io.split2"
FLAKY: "true"
isolationforest:
PACKAGE: "isolationforest"
flaky:
PACKAGE: "flaky" #TODO fix flaky test so isolation is not needed
FLAKY: "true"
lightgbm1:
PACKAGE: "lightgbm.split1" #TODO speed up LGBM Tests and remove split
FLAKY: "true"
lightgbm2:
PACKAGE: "lightgbm.split2"
FLAKY: "true"
lime:
PACKAGE: "lime"
opencv:
PACKAGE: "opencv"
recommendation:
PACKAGE: "recommendation"
stages:
PACKAGE: "stages"
nn:
PACKAGE: "nn"
train:
PACKAGE: "train"
vw:
PACKAGE: "vw"
steps:
#- template: templates/ivy_cache.yml
- task: AzureCLI@1
displayName: 'Setup repo'
inputs:
azureSubscription: 'MMLSpark Build'
scriptLocation: inlineScript
inlineScript: |
(timeout 30s pip install requests) || (echo "retrying" && timeout 30s pip install requests)
(timeout 5m sbt setup) || (echo "retrying" && timeout 5m sbt setup) || (echo "retrying" && timeout 5m sbt setup)
- task: AzureCLI@1
displayName: 'Unit Test'
timeoutInMinutes: 60
inputs:
azureSubscription: 'MMLSpark Build'
scriptLocation: inlineScript
inlineScript: |
(${FFMPEG:-false} && sudo add-apt-repository ppa:jonathonf/ffmpeg-4 -y && \
sudo apt-get update && sudo apt-get install ffmpeg libgstreamer1.0-0 \
gstreamer1.0-plugins-base gstreamer1.0-plugins-good gstreamer1.0-plugins-bad gstreamer1.0-plugins-ugly -y)
export SBT_OPTS="-Xmx2G -XX:+UseConcMarkSweepGC -XX:+CMSClassUnloadingEnabled -XX:MaxPermSize=2G -Xss2M -Duser.timezone=GMT"
(timeout 20m sbt coverage "testOnly com.microsoft.ml.spark.$(PACKAGE).**") ||
(${FLAKY:-false} && timeout 20m sbt coverage "testOnly com.microsoft.ml.spark.$(PACKAGE).**") ||
(${FLAKY:-false} && timeout 20m sbt coverage "testOnly com.microsoft.ml.spark.$(PACKAGE).**")
- task: PublishTestResults@2
displayName: 'Publish Test Results'
inputs:
testResultsFiles: '**/test-reports/TEST-*.xml'
failTaskOnFailedTests: true
condition: succeededOrFailed()
- task: AzureCLI@1
displayName: 'Generate Codecov report'
inputs:
azureSubscription: 'MMLSpark Build'
scriptLocation: inlineScript
inlineScript: 'sbt coverageReport'
condition: succeededOrFailed()
- task: AzureKeyVault@1
inputs:
azureSubscription: 'MMLSpark Build'
keyVaultName: mmlspark-keys
condition: succeededOrFailed()
- bash: |
curl -s https://codecov.io/bash > .codecov
chmod +x .codecov
echo "Starting Codecov Upload"
./.codecov -t $(codecov-token)
displayName: Upload Coverage Report To Codecov.io
condition: succeededOrFailed()