Add A3-Ultra support for cluster creation #1568
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| # Copyright 2024 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 | |
| # | |
| # https://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: Build Tests | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| tpuType: | |
| description: 'TPU Type' | |
| required: true | |
| default: 'v4-8' | |
| type: choice | |
| options: | |
| - v4-8 | |
| push: | |
| branches: ["main"] | |
| pull_request: # By default this runs for types assigned, opened and synchronize. | |
| env: | |
| # Names must be unique in parallel running tests. | |
| TPU_TYPE: ${{ inputs.tpuType || 'v4-8' }} | |
| TPU_CLUSTER_NAME: build-xpk-2-nodepools | |
| WORKLOAD_NAME: xpktest-build-${{ github.run_attempt }} | |
| PATHWAYS_WORKLOAD_NAME: xpkpw-build-${{ github.run_attempt }} | |
| CLUSTER_ARGUMENTS: "--network=${{secrets.NETWORK_NAME}} --subnetwork=${{secrets.SUBNETWORK_NAME}} --maintenance-window=23:50" | |
| RUN_ID: "pr-${{ github.event.number }}" | |
| PROJECT_ID: ${{secrets.PROJECT_NAME}} | |
| A3_MEGA_TEST_CLUSTER_NAME: "xpk-ctk-int" | |
| GKE_ML_TEST_CLUSTER_NAME: "xpk-gke-ml" | |
| ZONE: us-central2-a | |
| REGION: us-central2 | |
| jobs: | |
| run-unit-tests: | |
| runs-on: [ubuntu-22.04] | |
| concurrency: # We support one build or nightly test to run at a time currently. | |
| group: build-test-cluster-group | |
| cancel-in-progress: false | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.10' | |
| - name: Install dependencies | |
| run : make install-dev | |
| - name: Run unit tests | |
| run: make run-unittests | |
| run-integration-tests: | |
| runs-on: [ubuntu-22.04] | |
| needs: [run-unit-tests] | |
| concurrency: # We support one build or nightly test to run at a time currently. | |
| group: build-test-cluster-group | |
| cancel-in-progress: false | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.10' | |
| - uses: 'google-github-actions/auth@v2' | |
| with: | |
| credentials_json: '${{ secrets.GCP_SA_KEY }}' | |
| - uses: google-github-actions/setup-gcloud@v2 | |
| with: | |
| version: '>= 363.0.0' | |
| install_components: 'beta,gke-gcloud-auth-plugin' | |
| - name: Verify gcp setup | |
| run: gcloud info | |
| - name: Install dependencies | |
| run : make install-dev | |
| - name: "Set auth cidr" | |
| run: echo "AUTH_CIDR=$(curl api.ipify.org)/32" >> $GITHUB_ENV | |
| - name: "Set GCLOUD_CFG_PATH" | |
| run: echo "GCLOUD_CFG_PATH=/home/runner/work/xpk/xpk/" >> $GITHUB_ENV | |
| - name: "Copy credentials" | |
| run: cp $GOOGLE_APPLICATION_CREDENTIALS $GCLOUD_CFG_PATH/application_default_credentials.json | |
| - name: "Set DEPLOYMENT_DIR" | |
| run: echo "DEPLOYMENT_DIR=$HOME/deployment" >> $GITHUB_ENV | |
| - name: Create deployment dir | |
| run: mkdir -p $DEPLOYMENT_DIR | |
| - name: Run integration tests | |
| run: make run-integrationtests | |
| cluster-create-and-delete: | |
| runs-on: [ubuntu-22.04] | |
| needs: [run-integration-tests] | |
| concurrency: # We support one nightly test and one build test for each branch to run at a time currently. | |
| group: build-test-cluster-group-${{ github.ref }} | |
| cancel-in-progress: false | |
| steps: | |
| - name: Change RUN_ID env var if merge to main | |
| run: echo "RUN_ID=main" >> $GITHUB_ENV | |
| if: ${{ github.ref == 'refs/heads/main' }} | |
| - name: Update cluster name with TPU_TYPE and RUN_ID | |
| run: echo "TPU_CLUSTER_NAME=$TPU_CLUSTER_NAME-$TPU_TYPE-$RUN_ID" >> $GITHUB_ENV | |
| - uses: actions/checkout@v4 | |
| - uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.10' | |
| - name: Install expect package | |
| run: sudo apt-get install expect | |
| - uses: 'google-github-actions/auth@v2' | |
| with: | |
| credentials_json: '${{ secrets.GCP_SA_KEY }}' | |
| - uses: google-github-actions/setup-gcloud@v2 | |
| with: | |
| version: '>= 363.0.0' | |
| install_components: 'beta,gke-gcloud-auth-plugin' | |
| - name: Verify gcp setup | |
| run: gcloud info | |
| - name: Set Google Cloud CLI properties to a unused zone to verify --zone arg is passed properly in commands. | |
| run: | | |
| gcloud config set compute/zone us-east4-a | |
| gcloud config get compute/zone | |
| - name: Install xpk dependencies | |
| run: | | |
| make install | |
| echo $PWD/bin >> "$GITHUB_PATH" | |
| - name: Check xpk installation | |
| run: xpk --help | |
| - name: Create a private Pathways-enabled XPK Cluster with 2x $TPU_TYPE nodepools. Larger num-nodes to avoid master resizing. | |
| run: python xpk.py cluster create-pathways --cluster $TPU_CLUSTER_NAME --private --tpu-type=$TPU_TYPE --num-slices=2 --zone=us-central2-b --default-pool-cpu-machine-type=n1-standard-16 --default-pool-cpu-num-nodes=16 --reservation='${{ secrets.GCP_TPU_V4_RESERVATION }}' --custom-cluster-arguments="${CLUSTER_ARGUMENTS}" | |
| - name: Verify the created cluster is private | |
| run: gcloud container clusters describe $TPU_CLUSTER_NAME --region=us-central2 --format="value(privateClusterConfig.enablePrivateNodes)" | grep 'True' || (echo 'The created cluster is not private.' && exit 1) | |
| - name: Authenticate Docker | |
| run: gcloud auth configure-docker --quiet | |
| - name: Create test script to execute in workloads | |
| run: echo -e '#!/bin/bash \n echo "Hello world from a test script!"' > workload.sh | |
| - name: Run a base-docker-image workload | |
| run: python xpk.py workload create --cluster $TPU_CLUSTER_NAME --workload $WORKLOAD_NAME --command "bash workload.sh" --tpu-type=$TPU_TYPE --num-slices=2 --zone=us-central2-b | |
| - name: Run xpk inspector with the workload created above | |
| run: python3 xpk.py inspector --cluster $TPU_CLUSTER_NAME --zone=us-central2-b --workload $WORKLOAD_NAME | |
| - name: Wait for workload completion and confirm it succeeded | |
| run: python3 xpk.py workload list --cluster $TPU_CLUSTER_NAME --zone=us-central2-b --wait-for-job-completion $WORKLOAD_NAME --timeout 300 | |
| - name: Run a Pathways workload on Ubuntu base image | |
| run: python xpk.py workload create-pathways --cluster $TPU_CLUSTER_NAME --workload $PATHWAYS_WORKLOAD_NAME --docker-image='marketplace.gcr.io/google/ubuntu2004' --tpu-type=$TPU_TYPE --num-slices=2 --zone=us-central2-b --command "echo \"Hello world from a test script! \"" | |
| - name: Wait for Pathways workload completion and confirm it succeeded | |
| run: python3 xpk.py workload list --cluster $TPU_CLUSTER_NAME --zone=us-central2-b --wait-for-job-completion $PATHWAYS_WORKLOAD_NAME --timeout 300 | |
| - name: List out the workloads on the cluster | |
| run: python3 xpk.py workload list --cluster $TPU_CLUSTER_NAME --zone=us-central2-b | |
| - name: Run xpk info | |
| run: python3 xpk.py info --cluster $TPU_CLUSTER_NAME --zone=us-central2-b | tee output.txt | grep -P "^(?=.*QUEUE)(?=.*PENDING_WORKLOADS)(?=.*ADMITTED_WORKLOADS)(?=.*2x$TPU_TYPE:google.com/tpu)(?=.*cpu-rm:cpu)(?=.*cpu-rm:memory)(?=.*cpu-proxy:cpu)(?=.*cpu-proxy:memory)(?=.*cpu-user:cpu)(?=.*cpu-user:memory)" || (echo 'Invalid command output' && cat output.txt && exit 1) | |
| - name: Delete the workload on the cluster | |
| run: python3 xpk.py workload delete --workload $WORKLOAD_NAME --cluster $TPU_CLUSTER_NAME --zone=us-central2-b | |
| - name: Delete the Pathways workload on the cluster | |
| run: python3 xpk.py workload delete --workload $PATHWAYS_WORKLOAD_NAME --cluster $TPU_CLUSTER_NAME --zone=us-central2-b | |
| - name: Create test script to execute in batch | |
| run: echo -e '#!/bin/bash \n#SBATCH --unknown-flag=value\n echo "Hello world from a test script!"' > batch.sh | |
| - name: Run a batch job on the cluster | |
| run: python3 xpk.py batch --cluster $TPU_CLUSTER_NAME --zone=us-central2-b batch.sh --ignore-unknown-flags --array 1-5 --nodes 2 --ntasks 3 --time 60 | |
| - name: List out the jobs on the cluster | |
| run: python3 xpk.py job ls --cluster $TPU_CLUSTER_NAME --zone=us-central2-b | grep 'xpk-def-app-profile-slurm-' | |
| - name: Get created job name | |
| run: | | |
| JOB_NAME=$(python3 xpk.py job ls --cluster $TPU_CLUSTER_NAME --zone=us-central2-b | grep 'xpk-def-app-profile-slurm-' | head -1 | awk '{print $1}') | |
| echo "JOB_NAME=${JOB_NAME}" >> $GITHUB_ENV | |
| - name: Check created job | |
| run: | | |
| kubectl get job ${JOB_NAME} -o jsonpath='{.metadata.labels}' | grep '"kueue.x-k8s.io/max-exec-time-seconds":"3600"' | |
| job_spec=$(kubectl get job ${JOB_NAME} -o jsonpath='{.spec}') | |
| echo "$job_spec" | grep '"completions":2' | |
| echo "$job_spec" | grep '"parallelism":2' | |
| echo "$job_spec" | jq '.template.spec.containers | length' | grep 3 | |
| - name: Get job info for the last job created on the cluster | |
| run: python3 xpk.py job info ${JOB_NAME} | grep -e "Entrypoint environment variables template:" -e "Job name:" -e "Labels:" -e "Mounts:" -e "Pods:" -e "Profile:" -e "Script name:" | wc -l | grep "7" | |
| - name: Cancel the batch job on the cluster | |
| run: | | |
| python3 xpk.py job cancel ${JOB_NAME} --cluster $TPU_CLUSTER_NAME --zone=us-central2-b | grep "job.batch/${JOB_NAME} deleted" | |
| - name: Create shell and exit it immediately | |
| run: | | |
| cat <<'EOF' >> create-shell.exp | |
| ##!/usr/bin/expect | |
| spawn python3 ./xpk.py shell | |
| expect "/ # " | |
| send "exit\n" | |
| EOF | |
| chmod +x ./create-shell.exp | |
| expect ./create-shell.exp | |
| - name: Check if shell exists and is running | |
| run: kubectl get pods | grep xpk-def-app-profile-interactive- | grep Running | |
| - name: Stop the shell | |
| run: python3 xpk.py shell stop | |
| - name: Delete the cluster created | |
| if: always() | |
| run: echo 'y' | python xpk.py cluster delete --cluster $TPU_CLUSTER_NAME --zone=us-central2-b | |