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build_tests.yaml
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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