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master_only.yml
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name: integration-tests-and-build
on:
push:
branches:
- master
jobs:
build-lambda-docker-image:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v2
- name: Set up QEMU
uses: docker/setup-qemu-action@v1
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v1
- name: Set up AWS SDK
uses: aws-actions/configure-aws-credentials@v1
with:
aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
aws-region: us-west-2
- name: Login to Amazon ECR
id: login-ecr
uses: aws-actions/amazon-ecr-login@v1
- name: Set ECR image tag
id: image-tag
run: echo "::set-output name=DOCKER_IMAGE_TAG::`git rev-parse HEAD`"
- name: Cache Public ECR Image
id: lambda_python_3_9
uses: actions/cache@v2
with:
path: ~/cache
key: lambda_python_3_9
- name: Handle Cache Miss (pull public ECR image & save it to tar file)
if: steps.cache-primes.outputs.cache-hit != 'true'
run: |
mkdir -p ~/cache
docker pull public.ecr.aws/lambda/python:3.9
docker save public.ecr.aws/lambda/python:3.9 -o ~/cache/lambda_python_3_9.tar
- name: Handle Cache Hit (load docker image from tar file)
if: steps.cache-primes.outputs.cache-hit == 'true'
run: |
docker load -i ~/cache/lambda_python_3_9.tar
- name: Build and push
env:
ECR_REGISTRY: ${{ steps.login-ecr.outputs.registry }}
ECR_REPOSITORY: feast-python-server
run: |
docker build \
--file sdk/python/feast/infra/feature_servers/aws_lambda/Dockerfile \
--tag $ECR_REGISTRY/$ECR_REPOSITORY:${{ steps.image-tag.outputs.DOCKER_IMAGE_TAG }} \
.
docker push $ECR_REGISTRY/$ECR_REPOSITORY:${{ steps.image-tag.outputs.DOCKER_IMAGE_TAG }}
outputs:
DOCKER_IMAGE_TAG: ${{ steps.image-tag.outputs.DOCKER_IMAGE_TAG }}
integration-test-python-and-go:
needs: build-lambda-docker-image
runs-on: ${{ matrix.os }}
strategy:
fail-fast: false
matrix:
python-version: [ "3.7", "3.8", "3.9", "3.10" ]
go-version: [ 1.17.0 ]
os: [ ubuntu-latest ]
env:
OS: ${{ matrix.os }}
PYTHON: ${{ matrix.python-version }}
services:
redis:
image: redis
ports:
- 6379:6379
options: >-
--health-cmd "redis-cli ping"
--health-interval 10s
--health-timeout 5s
--health-retries 5
steps:
- uses: actions/checkout@v2
- name: Setup Python
id: setup-python
uses: actions/setup-python@v2
with:
python-version: ${{ matrix.python-version }}
architecture: x64
- name: Setup Go
id: setup-go
uses: actions/setup-go@v2
with:
go-version: ${{ matrix.go-version }}
- name: Set up Cloud SDK
uses: google-github-actions/setup-gcloud@v0
with:
project_id: ${{ secrets.GCP_PROJECT_ID }}
service_account_key: ${{ secrets.GCP_SA_KEY }}
export_default_credentials: true
- name: Use gcloud CLI
run: gcloud info
- name: Set up AWS SDK
uses: aws-actions/configure-aws-credentials@v1
with:
aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
aws-region: us-west-2
- name: Use AWS CLI
run: aws sts get-caller-identity
- name: Upgrade pip version
run: |
pip install --upgrade "pip>=21.3.1"
- name: Get pip cache dir
id: pip-cache
run: |
echo "::set-output name=dir::$(pip cache dir)"
- name: pip cache
uses: actions/cache@v2
with:
path: |
${{ steps.pip-cache.outputs.dir }}
/opt/hostedtoolcache/Python
/Users/runner/hostedtoolcache/Python
key: ${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-pip-${{ hashFiles(format('**/py{0}-ci-requirements.txt', env.PYTHON)) }}
restore-keys: |
${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-pip-
- name: Install pip-tools
run: pip install pip-tools
- name: Install dependencies
run: make install-python-ci-dependencies
- name: Setup Redis Cluster
run: |
docker pull vishnunair/docker-redis-cluster:latest
docker run -d -p 6001:6379 -p 6002:6380 -p 6003:6381 -p 6004:6382 -p 6005:6383 -p 6006:6384 --name redis-cluster vishnunair/docker-redis-cluster
- name: Test python and go
env:
FEAST_SERVER_DOCKER_IMAGE_TAG: ${{ needs.build-lambda-docker-image.outputs.DOCKER_IMAGE_TAG }}
FEAST_USAGE: "False"
IS_TEST: "True"
SNOWFLAKE_CI_DEPLOYMENT: ${{ secrets.SNOWFLAKE_CI_DEPLOYMENT }}
SNOWFLAKE_CI_USER: ${{ secrets.SNOWFLAKE_CI_USER }}
SNOWFLAKE_CI_PASSWORD: ${{ secrets.SNOWFLAKE_CI_PASSWORD }}
SNOWFLAKE_CI_ROLE: ${{ secrets.SNOWFLAKE_CI_ROLE }}
SNOWFLAKE_CI_WAREHOUSE: ${{ secrets.SNOWFLAKE_CI_WAREHOUSE }}
run: pytest -n 8 --cov=./ --cov-report=xml --verbose --color=yes sdk/python/tests --integration --durations=5
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v1
with:
token: ${{ secrets.CODECOV_TOKEN }}
files: ./coverage.xml
flags: integrationtests
env_vars: OS,PYTHON
fail_ci_if_error: true
verbose: true
- name: Benchmark python
env:
FEAST_SERVER_DOCKER_IMAGE_TAG: ${{ needs.build-lambda-docker-image.outputs.DOCKER_IMAGE_TAG }}
FEAST_USAGE: "False"
IS_TEST: "True"
SNOWFLAKE_CI_DEPLOYMENT: ${{ secrets.SNOWFLAKE_CI_DEPLOYMENT }}
SNOWFLAKE_CI_USER: ${{ secrets.SNOWFLAKE_CI_USER }}
SNOWFLAKE_CI_PASSWORD: ${{ secrets.SNOWFLAKE_CI_PASSWORD }}
SNOWFLAKE_CI_ROLE: ${{ secrets.SNOWFLAKE_CI_ROLE }}
SNOWFLAKE_CI_WAREHOUSE: ${{ secrets.SNOWFLAKE_CI_WAREHOUSE }}
run: pytest --verbose --color=yes sdk/python/tests --integration --benchmark --benchmark-autosave --benchmark-save-data --durations=5
- name: Upload Benchmark Artifact to S3
run: aws s3 cp --recursive .benchmarks s3://feast-ci-pytest-benchmarks
build-all-docker-images:
runs-on: ubuntu-latest
strategy:
matrix:
component: [ feature-server-python-aws, feature-server-java, feature-transformation-server ]
env:
MAVEN_CACHE: gs://feast-templocation-kf-feast/.m2.2020-08-19.tar
REGISTRY: gcr.io/kf-feast
steps:
- uses: actions/checkout@v2
- name: Set up QEMU
uses: docker/setup-qemu-action@v1
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v1
- name: Login to DockerHub
uses: docker/login-action@v1
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_TOKEN }}
- name: Set up Cloud SDK
uses: google-github-actions/setup-gcloud@v0
with:
project_id: ${{ secrets.GCP_PROJECT_ID }}
service_account_key: ${{ secrets.GCP_SA_KEY }}
export_default_credentials: true
- name: Use gcloud CLI
run: gcloud info
- run: gcloud auth configure-docker --quiet
- name: Get m2 cache
run: |
infra/scripts/download-maven-cache.sh \
--archive-uri ${MAVEN_CACHE} \
--output-dir .
- name: Build image
run: |
make build-${{ matrix.component }}-docker REGISTRY=${REGISTRY} VERSION=${GITHUB_SHA}
- name: Push image
run: |
make push-${{ matrix.component }}-docker REGISTRY=${REGISTRY} VERSION=${GITHUB_SHA}
docker tag ${REGISTRY}/${{ matrix.component }}:${GITHUB_SHA} ${REGISTRY}/${{ matrix.component }}:develop
docker push ${REGISTRY}/${{ matrix.component }}:develop