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integration-test-slow.yml
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---
name: Integration Tests (Slow CI)
on:
workflow_call:
inputs:
os:
description: OS
type: string
required: true
python-version:
description: Python version
type: string
required: true
test_environment:
description: The test environment
type: string
required: true
enable_tmate:
description: Enable tmate session for debugging
type: string
required: false
default: never
tmate_timeout:
description: Timeout for tmate session (minutes)
type: number
required: false
default: 30
workflow_dispatch:
inputs:
os:
description: OS
type: choice
options:
- ubuntu-latest
- macos-latest
- windows-latest
- arc-runner-set
required: false
default: ubuntu-latest
python-version:
description: Python version
type: choice
options: ['3.8', '3.9', '3.10', '3.11']
required: false
default: '3.8'
test_environment:
description: The test environment
type: choice
options:
# Default ZenML deployments
- default
- default-docker-orchestrator
- default-airflow-orchestrator
# Local ZenML server deployments
- local-server
- local-server-docker-orchestrator
- local-server-airflow-orchestrator
# Local ZenML docker-compose server deployments
- docker-server-mysql
- docker-server-mariadb
- docker-server-docker-orchestrator-mysql
- docker-server-docker-orchestrator-mariadb
- docker-server-airflow-orchestrator-mysql
- docker-server-airflow-orchestrator-mariadb
required: false
default: default
enable_tmate:
description: Enable tmate session for debugging
type: choice
options: [no, on-failure, always, before-tests]
required: false
default: 'no'
tmate_timeout:
description: Timeout for tmate session (minutes)
type: number
required: false
default: 30
jobs:
integration-tests-slow:
name: integration-tests-slow
runs-on: ${{ inputs.os }}
strategy:
fail-fast: false
env:
ZENML_DEBUG: 1
ZENML_ANALYTICS_OPT_IN: false
PYTHONIOENCODING: utf-8
# on MAC OS, we need to set this environment variable
# to fix problems with the fork() calls (see this thread
# for more information: http://sealiesoftware.com/blog/archive/2017/6/5/Objective-C_and_fork_in_macOS_1013.html)
OBJC_DISABLE_INITIALIZE_FORK_SAFETY: 'YES'
AWS_ACCESS_KEY_ID: ${{ secrets.AWS_US_EAST_1_ENV_ACCESS_KEY_ID }}
AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_US_EAST_1_ENV_SECRET_ACCESS_KEY }}
AWS_US_EAST_1_SERVER_URL: ${{ secrets.AWS_US_EAST_1_SERVER_URL }}
AWS_US_EAST_1_SERVER_USERNAME: ${{ secrets.AWS_US_EAST_1_SERVER_USERNAME }}
AWS_US_EAST_1_SERVER_PASSWORD: ${{ secrets.AWS_US_EAST_1_SERVER_PASSWORD }}
GCP_US_EAST4_SERVER_URL: ${{ secrets.GCP_US_EAST4_SERVER_URL }}
GCP_US_EAST4_SERVER_USERNAME: ${{ secrets.GCP_US_EAST4_SERVER_USERNAME }}
GCP_US_EAST4_SERVER_PASSWORD: ${{ secrets.GCP_US_EAST4_SERVER_PASSWORD }}
if: ${{ ! startsWith(github.event.head_commit.message, 'GitBook:') }}
defaults:
run:
shell: bash
steps:
- name: Maximize space for Docker
uses: easimon/maximize-build-space@v10
with:
root-reserve-mb: 20000
swap-size-mb: 1024
remove-dotnet: 'true'
remove-android: 'true'
remove-haskell: 'true'
build-mount-path: /var/lib/docker/
if: inputs.os == 'ubuntu-latest' && (contains(inputs.test_environment, 'docker')
|| contains(inputs.test_environment, 'kubeflow') || contains(inputs.test_environment,
'airflow') || contains(inputs.test_environment, 'kubernetes'))
- name: Reload Docker
run: sudo systemctl restart docker
if: inputs.os == 'ubuntu-latest' && (contains(inputs.test_environment, 'docker')
|| contains(inputs.test_environment, 'kubeflow') || contains(inputs.test_environment,
'airflow') || contains(inputs.test_environment, 'kubernetes'))
- uses: actions/checkout@v4.1.1
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v1
with:
role-to-assume: ${{ secrets.AWS_US_EAST_1_ENV_ROLE_ARN }}
aws-region: us-east-1
if: contains(inputs.test_environment, 'aws')
- name: Configure GCP credentials
uses: google-github-actions/auth@v2
with:
credentials_json: ${{ secrets.GCP_US_EAST4_ENV_CREDENTIALS }}
if: contains(inputs.test_environment, 'gcp')
- name: Set up gcloud SDK
uses: google-github-actions/setup-gcloud@v1
with:
install_components: gke-gcloud-auth-plugin
if: contains(inputs.test_environment, 'gcp')
- name: Setup environment
uses: ./.github/actions/setup_environment
with:
cache_version: ${{ secrets.GH_ACTIONS_CACHE_KEY }}
python-version: ${{ inputs.python-version }}
os: ${{ inputs.os }}
runners_cache_access_key_id: ${{ secrets.RUNNERS_CACHE_ACCESS_KEY_ID }}
runners_cache_secret_access_key: ${{ secrets.RUNNERS_CACHE_SECRET_ACCESS_KEY }}
discord_webhook: ${{ secrets.DISCORD_WEBHOOK }}
- name: Install docker-compose for non-default environments
if: inputs.test_environment != 'default'
run: |
pip install pyyaml==5.3.1
pip install docker-compose
- name: Install Linux System Dependencies
if: (inputs.os == 'ubuntu-latest' || inputs.os == 'arc-runner-set')
run: sudo apt install graphviz
- name: Install MacOS System Dependencies
if: runner.os=='macOS'
run: brew install graphviz
- name: Install Windows System Dependencies
if: runner.os=='Windows'
run: choco install graphviz
- name: Install Docker and Colima on MacOS
if: runner.os=='macOS'
run: |
export HOMEBREW_NO_INSTALLED_DEPENDENTS_CHECK=1
brew update
brew install docker colima
brew reinstall --force qemu
# We need to mount the /private/tmp/zenml-test/ folder because
# this folder is also mounted in the Docker containers that are
# started by local ZenML orchestrators.
colima start --mount /private/tmp/zenml-test/:w
# This is required for the Docker Python SDK to work
sudo ln -sf $HOME/.colima/default/docker.sock /var/run/docker.sock
- name: Install kubectl on Linux
run: |
curl -LO "https://dl.k8s.io/release/$(curl -L -s https://dl.k8s.io/release/stable.txt)/bin/linux/amd64/kubectl"
sudo install -o root -g 0 -m 0755 kubectl /usr/local/bin/kubectl
if: (inputs.os == 'ubuntu-latest' || inputs.os == 'arc-runner-set')
- name: Install kubectl on MacOS
run: |
curl -LO "https://dl.k8s.io/release/$(curl -L -s https://dl.k8s.io/release/stable.txt)/bin/darwin/amd64/kubectl"
sudo install -o root -g 0 -m 0755 kubectl /usr/local/bin/kubectl
if: runner.os=='macOS'
- name: Install K3D
run: |
curl -s https://raw.githubusercontent.com/rancher/k3d/main/install.sh | bash
if: runner.os!='Windows' && contains(inputs.test_environment, 'kubeflow')
- name: Login to Amazon ECR
id: login-ecr
run: |
aws ecr get-login-password --region us-east-1 | docker login --username AWS --password-stdin 715803424590.dkr.ecr.us-east-1.amazonaws.com
if: contains(inputs.test_environment, 'aws')
- name: Login to Amazon EKS
id: login-eks
run: |
aws eks --region us-east-1 update-kubeconfig --name zenml-ci-cluster --alias zenml-ci-aws-us-east-1
if: contains(inputs.test_environment, 'aws')
- name: Login to Google ECR
run: |
gcloud auth configure-docker --project zenml-ci
if: contains(inputs.test_environment, 'gcp')
- name: Login to Google GKE
uses: google-github-actions/get-gke-credentials@v2
with:
cluster_name: zenml-ci-cluster
location: us-east4
project_id: zenml-ci
if: contains(inputs.test_environment, 'gcp')
- name: Setup tmate session before tests
if: ${{ inputs.enable_tmate == 'before-tests' }}
uses: mxschmitt/action-tmate@v3.17
timeout-minutes: ${{ inputs.tmate_timeout }}
- name: Integration Tests (Ubuntu) - Slow CI
# Ubuntu Slow CI integration tests run on single machines
if: runner.os != 'macOS' && runner.os != 'Windows'
run: |
bash scripts/test-coverage-xml.sh integration ${{ inputs.test_environment }}
- name: Integration Tests (Non-Ubuntu) - Slow CI
if: runner.os == 'macOS' || runner.os == 'Windows'
run: |
bash scripts/test-coverage-xml.sh integration ${{ inputs.test_environment }}
- name: Setup tmate session after tests
if: ${{ inputs.enable_tmate == 'always' || (inputs.enable_tmate == 'on-failure' && failure()) }}
uses: mxschmitt/action-tmate@v3.17
timeout-minutes: ${{ inputs.tmate_timeout }}
- name: Verify Python Env unaffected
run: |-
zenml integration list
pip list
pip check || true