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| # Copyright 2018 Google LLC | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
|
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| steps: | ||
| # Build the pipeline system images and bootstrapper | ||
| - name: 'debian' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'sed -i -e "s/ARG DATE/ENV DATE \"$(date -u)\"/" /workspace/frontend/Dockerfile'] | ||
| id: 'prepareFrontend' | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| args: ['build', '-t', 'gcr.io/$PROJECT_ID/frontend:$COMMIT_SHA', | ||
| '--build-arg', 'COMMIT_HASH=$COMMIT_SHA', '-f', | ||
| '/workspace/frontend/Dockerfile', '/workspace'] | ||
| id: 'buildFrontend' | ||
| waitFor: ['prepareFrontend'] | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| args: ['build', '-t', 'gcr.io/$PROJECT_ID/api-server:$COMMIT_SHA', | ||
| '--build-arg', 'COMMIT_SHA=$COMMIT_SHA', '-f', | ||
| '/workspace/backend/Dockerfile', '/workspace'] | ||
| id: 'buildApiServer' | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| args: ['build', '-t', 'gcr.io/$PROJECT_ID/scheduledworkflow:$COMMIT_SHA', '-f', | ||
| '/workspace/backend/Dockerfile.scheduledworkflow', '/workspace'] | ||
| id: 'buildScheduledWorkflow' | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| args: ['build', '-t', 'gcr.io/$PROJECT_ID/persistenceagent:$COMMIT_SHA', '-f', | ||
| '/workspace/backend/Dockerfile.persistenceagent', '/workspace'] | ||
| id: 'buildPersistenceAgent' | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| args: ['build', '--build-arg', 'RELEASE_VERSION=$COMMIT_SHA', | ||
| '--build-arg', 'API_SERVER_IMAGE=gcr.io/$PROJECT_ID/api-server:$COMMIT_SHA', | ||
| '--build-arg', 'SCHEDULED_WORKFLOW_IMAGE=gcr.io/$PROJECT_ID/scheduledworkflow:$COMMIT_SHA', | ||
| '--build-arg', 'PERSISTENCE_AGENT_IMAGE=gcr.io/$PROJECT_ID/persistenceagent:$COMMIT_SHA', | ||
| '--build-arg', 'UI_IMAGE=gcr.io/$PROJECT_ID/frontend:$COMMIT_SHA', | ||
| '-t', 'gcr.io/$PROJECT_ID/bootstrapper:$COMMIT_SHA', '/workspace/ml-pipeline'] | ||
| id: 'buildBootstrapper' | ||
| - name: 'debian' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'sed -i -e "s/gcr.io\/ml-pipeline\/bootstrapper:\([a-zA-Z0-9_.-]\)\+/gcr.io\/$PROJECT_ID\/bootstrapper:$COMMIT_SHA/g" /workspace/bootstrapper.yaml'] | ||
| id: 'prepareBootstrapperYAML' | ||
| - name: 'gcr.io/cloud-builders/gsutil' | ||
| args: ['cp', '/workspace/bootstrapper.yaml', 'gs://$PROJECT_ID/builds/$COMMIT_SHA/bootstrapper.yaml'] | ||
| id: 'copyBootstrapperYAML' | ||
| waitFor: ['prepareBootstrapperYAML'] | ||
| - name: 'gcr.io/cloud-builders/gsutil' | ||
| args: ['cp', '/workspace/bootstrapper.yaml', 'gs://$PROJECT_ID/builds/latest/bootstrapper.yaml'] | ||
| id: 'copyBootstrapperYAMLToLatest' | ||
| waitFor: ['prepareBootstrapperYAML'] | ||
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| # Copy the uninstaller config | ||
| - name: 'debian' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'sed -i -e "s/gcr.io\/ml-pipeline\/bootstrapper:\([a-zA-Z0-9_.-]\)\+/gcr.io\/$PROJECT_ID\/bootstrapper:$COMMIT_SHA/g" /workspace/uninstaller.yaml'] | ||
| id: 'prepareUninstallerYAML' | ||
| - name: 'debian' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'sed -i -e "s/args: \[/args: [\n \"--api_image\", \"gcr.io\/$PROJECT_ID\/api-server:$COMMIT_SHA\",\n \"--scheduled_workflow_image\", \"gcr.io\/$PROJECT_ID\/scheduledworkflow:$COMMIT_SHA\",\n \"--persistence_agent_image\", \"gcr.io\/$PROJECT_ID\/persistenceagent:$COMMIT_SHA\",\n \"--ui_image\", \"gcr.io\/$PROJECT_ID\/frontend:$COMMIT_SHA\"\n/g" /workspace/uninstaller.yaml'] | ||
| id: 'updateUninstallerYAMLImage' | ||
| waitFor: ['prepareUninstallerYAML'] | ||
| - name: 'gcr.io/cloud-builders/gsutil' | ||
| args: ['cp', '/workspace/uninstaller.yaml', 'gs://$PROJECT_ID/builds/$COMMIT_SHA/uninstaller.yaml'] | ||
| id: 'copyUninstallerYAML' | ||
| waitFor: ['updateUninstallerYAMLImage'] | ||
| - name: 'gcr.io/cloud-builders/gsutil' | ||
| args: ['cp', '/workspace/uninstaller.yaml', 'gs://$PROJECT_ID/builds/latest/uninstaller.yaml'] | ||
| id: 'copyUninstallerYAMLToLatest' | ||
| waitFor: ['prepareUninstallerYAML'] | ||
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| # Build the Dataflow-based pipeline component images | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'cd /workspace/components/dataflow/containers/predict && ./build.sh -p $PROJECT_ID -t $COMMIT_SHA'] | ||
| id: 'buildPredictComponent' | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'cd /workspace/components/dataflow/containers/tfdv && ./build.sh -p $PROJECT_ID -t $COMMIT_SHA'] | ||
| id: 'buildTFDVComponent' | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'cd /workspace/components/dataflow/containers/tft && ./build.sh -p $PROJECT_ID -t $COMMIT_SHA'] | ||
| id: 'buildTFTComponent' | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'cd /workspace/components/dataflow/containers/tfma && ./build.sh -p $PROJECT_ID -t $COMMIT_SHA'] | ||
| id: 'buildTMAComponent' | ||
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| # Build the Kubeflow-based pipeline component images | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| args: ['build', '-t', 'gcr.io/$PROJECT_ID/ml-pipeline-kubeflow-deployer:$COMMIT_SHA', | ||
| '/workspace/components/kubeflow/container/deployer'] | ||
| id: 'buildDeployer' | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'cd /workspace/components/kubeflow/container/launcher && ./build.sh -p $PROJECT_ID -t $COMMIT_SHA'] | ||
| id: 'buildLauncher' | ||
|
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| # Build the Dataproc-based pipeline component images | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'cd /workspace/components/dataproc/containers/analyze && ./build.sh $PROJECT_ID $COMMIT_SHA'] | ||
| id: 'buildDataprocAnalyze' | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'cd /workspace/components/dataproc/containers/create_cluster && ./build.sh $PROJECT_ID $COMMIT_SHA'] | ||
| id: 'buildDataprocCreateCluster' | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'cd /workspace/components/dataproc/containers/delete_cluster && ./build.sh $PROJECT_ID $COMMIT_SHA'] | ||
| id: 'buildDataprocDeleteCluster' | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'cd /workspace/components/dataproc/containers/predict && ./build.sh $PROJECT_ID $COMMIT_SHA'] | ||
| id: 'buildDataprocPredict' | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'cd /workspace/components/dataproc/containers/transform && ./build.sh $PROJECT_ID $COMMIT_SHA'] | ||
| id: 'buildDataprocTransform' | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'cd /workspace/components/dataproc/containers/train && ./build.sh $PROJECT_ID $COMMIT_SHA'] | ||
| id: 'buildDataprocTrain' | ||
|
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| # Build the ResNet-CMLE sample pipeline component images | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'cd /workspace/components/resnet-cmle/containers/deploy && ./build.sh $PROJECT_ID $COMMIT_SHA'] | ||
| id: 'buildResnetCMLEDeployComponent' | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'cd /workspace/components/resnet-cmle/containers/preprocess && ./build.sh $PROJECT_ID $COMMIT_SHA'] | ||
| id: 'buildResnetCMLEPreprocessComponent' | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'cd /workspace/components/resnet-cmle/containers/train && ./build.sh $PROJECT_ID $COMMIT_SHA'] | ||
| id: 'buildResnetCMLETrainComponent' | ||
|
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| # Build the local pipeline component images | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'cd /workspace/components/local/containers/confusion_matrix && ./build.sh -p $PROJECT_ID -t $COMMIT_SHA'] | ||
| id: 'buildConfusionMatrix' | ||
| - name: 'gcr.io/cloud-builders/docker' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'cd /workspace/components/local/containers/roc && ./build.sh $PROJECT_ID $COMMIT_SHA'] | ||
| id: 'buildROC' | ||
|
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| # Build the tagged samples | ||
| - name: 'debian' | ||
| entrypoint: '/bin/bash' | ||
| args: ['-c', 'sed -i -e "s/gcr.io\/ml-pipeline\/\([^\/:]\+\):\([a-zA-Z0-9_.-]\)\+/gcr.io\/$PROJECT_ID\/\\1:$COMMIT_SHA/g" samples/*/*.py'] | ||
| id: 'prepareVersionedSamples' | ||
| - name: 'gcr.io/cloud-builders/gsutil' | ||
| args: ['cp', '-r', '/workspace/samples/', 'gs://$PROJECT_ID/builds/$COMMIT_SHA/samples'] | ||
| id: 'copyVersionedSamples' | ||
| waitFor: ['prepareVersionedSamples'] | ||
|
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| images: | ||
| # Images for the pipeline system itself | ||
| - 'gcr.io/$PROJECT_ID/frontend:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/api-server:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/scheduledworkflow:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/persistenceagent:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/bootstrapper:$COMMIT_SHA' | ||
|
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| # Images for the Dataflow-based pipeline components | ||
| - 'gcr.io/$PROJECT_ID/ml-pipeline-dataflow-tf-predict:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/ml-pipeline-dataflow-tfdv:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/ml-pipeline-dataflow-tft:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/ml-pipeline-dataflow-tfma:$COMMIT_SHA' | ||
|
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| # Images for the Kubeflow-based pipeline components | ||
| - 'gcr.io/$PROJECT_ID/ml-pipeline-kubeflow-deployer:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/ml-pipeline-kubeflow-tf-trainer:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/ml-pipeline-kubeflow-tf:$COMMIT_SHA' | ||
|
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| # Images for the Dataproc-based pipeline components | ||
| - 'gcr.io/$PROJECT_ID/ml-pipeline-dataproc-analyze:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/ml-pipeline-dataproc-create-cluster:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/ml-pipeline-dataproc-delete-cluster:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/ml-pipeline-dataproc-predict:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/ml-pipeline-dataproc-transform:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/ml-pipeline-dataproc-train:$COMMIT_SHA' | ||
|
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| # Images for the ResNet CMLE sample pipeline components | ||
| - 'gcr.io/$PROJECT_ID/resnet-deploy:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/resnet-preprocess:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/resnet-train:$COMMIT_SHA' | ||
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| # Images for the local components | ||
| - 'gcr.io/$PROJECT_ID/ml-pipeline-local-confusion-matrix:$COMMIT_SHA' | ||
| - 'gcr.io/$PROJECT_ID/ml-pipeline-local-roc:$COMMIT_SHA' | ||
|
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| timeout: '3600s' |
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| .git | ||
| bower_components | ||
| dist | ||
| node_modules |
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| # Logs | ||
| logs | ||
| *.log | ||
| npm-debug.log* | ||
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| # JS Sourcemaps | ||
| *.js.map | ||
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| # Dependencies | ||
| node_modules/ | ||
| bower_components/ | ||
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| # Build output | ||
| dist | ||
| ml-pipeline/ml-pipeline-app | ||
| ml-pipeline/kf-app | ||
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| # Web server | ||
| frontend/server/*.js | ||
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| # Python built package | ||
| *.egg-info | ||
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| # UI test outputs | ||
| frontend/test/ui/visual-regression/errorShots | ||
| frontend/test/ui/visual-regression/screenshots/diff | ||
| frontend/test/ui/visual-regression/screenshots/screen | ||
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| # sqlite db | ||
| *.db | ||
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| # IDE | ||
| .idea/ | ||
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| # Vendor | ||
| vendor/ | ||
| ml.iml | ||
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| # Merge files | ||
| *.orig | ||
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| # Bin | ||
| bin/ | ||
| *.pyc | ||
| .DS_Store | ||
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| .ipynb_checkpoints | ||
| *.egg-info |
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