Run Vertex AI kfp Pipeline #5
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| # Copyright 2023 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. | |
| name: Run Vertex AI kfp Pipeline | |
| on: | |
| workflow_dispatch: | |
| # Add "id-token" with the intended permissions. | |
| permissions: | |
| contents: 'read' | |
| id-token: 'write' | |
| env: | |
| ENVIRONMENT: dev | |
| PROJECT_ID: mlops-helloworld | |
| # SA used to authenticate in GCP through Workload Identity Federation | |
| SERVICE_ACCOUNT: [email protected] | |
| REGION: us-central1 | |
| DOCKER_REPO: us-central1-docker.pkg.dev/mlops-helloworld/docker-repo | |
| WORKLOAD_ID_PROVIDER: projects/899116504370/locations/global/workloadIdentityPools/gh-pool/providers/gh-provider | |
| jobs: | |
| run-pipeline: | |
| name: 'Run Vertex AI kfp pipeline' | |
| runs-on: 'ubuntu-latest' | |
| steps: | |
| - uses: 'actions/checkout@v3' | |
| with: | |
| token: ${{ github.token }} | |
| - id: 'auth' | |
| name: 'Authenticate to Google Cloud' | |
| uses: 'google-github-actions/auth@v1' | |
| with: | |
| create_credentials_file: 'true' | |
| workload_identity_provider: ${{ env.WORKLOAD_ID_PROVIDER }} | |
| service_account: ${{ env.SERVICE_ACCOUNT }} | |
| access_token_lifetime: 7200s | |
| - name: 'Run Vertex Pipeline' | |
| run: gcloud builds submit --no-source --config build/${{ env.ENVIRONMENT }}/pipeline-run-kfp.yaml --project ${{ env.PROJECT_ID }} --region ${{ env.REGION }} --machine-type=e2-highcpu-8 --suppress-logs | |