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Initial commit of the kubeflow/pipeline project. #22

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Nov 2, 2018
Merged

Initial commit of the kubeflow/pipeline project. #22

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206 changes: 206 additions & 0 deletions .cloudbuild.yaml
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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.

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']


# 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']


# 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'

# 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'

# 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'

# 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'

# 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'

# 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']

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'

# 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'

# 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'

# 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'

# 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'

# 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'

timeout: '3600s'
4 changes: 4 additions & 0 deletions .dockerignore
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.git
bower_components
dist
node_modules
42 changes: 37 additions & 5 deletions .gitignore
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# Logs
logs
*.log
npm-debug.log*

# JS Sourcemaps
*.js.map

# Dependencies
node_modules/
bower_components/

# Build output
dist
ml-pipeline/ml-pipeline-app
ml-pipeline/kf-app

# Web server
frontend/server/*.js

# Python built package
*.egg-info

# UI test outputs
frontend/test/ui/visual-regression/errorShots
frontend/test/ui/visual-regression/screenshots/diff
frontend/test/ui/visual-regression/screenshots/screen

# sqlite db
*.db

# IDE
.idea/

# Vendor
vendor/
ml.iml

# Merge files
*.orig

# Bin
bin/
*.pyc
.DS_Store

.ipynb_checkpoints
*.egg-info
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