Feathr Scala Tests And Azure E2E Integration #310
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name: Feathr Scala Tests And Azure E2E Integration | |
on: | |
push: | |
branches: [main] | |
paths-ignore: | |
- "docs/**" | |
- "ui/**" | |
- "**/README.md" | |
pull_request: | |
branches: [main] | |
paths-ignore: | |
- "docs/**" | |
- "ui/**" | |
- "**/README.md" | |
pull_request_target: | |
branches: [main] | |
types: [labeled, edited, opened, synchronize] | |
paths-ignore: | |
- "docs/**" | |
- "ui/**" | |
- "**/README.md" | |
schedule: | |
# Runs daily at 1 PM UTC (9 PM CST), will send notification to TEAMS_WEBHOOK | |
- cron: '00 13 * * *' | |
jobs: | |
sbt_test: | |
runs-on: ubuntu-latest | |
if: github.event_name == 'schedule' || github.event_name == 'push' || github.event_name == 'pull_request' || (github.event_name == 'pull_request_target' && contains(github.event.pull_request.labels.*.name, 'safe to test')) | |
steps: | |
- uses: actions/checkout@v2 | |
with: | |
ref: ${{ github.event.pull_request.head.sha }} | |
- name: Set up JDK 8 | |
uses: actions/setup-java@v2 | |
with: | |
java-version: "8" | |
distribution: "temurin" | |
- name: Run tests | |
run: sbt clean && sbt test | |
python_lint: | |
runs-on: ubuntu-latest | |
if: github.event_name == 'schedule' || github.event_name == 'push' || github.event_name == 'pull_request' || (github.event_name == 'pull_request_target' && contains(github.event.pull_request.labels.*.name, 'safe to test')) | |
steps: | |
- name: Set up Python 3.8 | |
uses: actions/setup-python@v2 | |
with: | |
python-version: 3.8 | |
- name: Install dependencies | |
run: | | |
python -m pip install --upgrade pip | |
python -m pip install flake8 | |
if [ -f requirements.txt ]; then pip install -r requirements.txt; fi | |
- name: Lint with flake8 | |
run: | | |
# stop the build if there are Python syntax errors or undefined names | |
flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics | |
# exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide | |
flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics | |
databricks_test: | |
runs-on: ubuntu-latest | |
if: github.event_name == 'schedule' || github.event_name == 'push' || github.event_name == 'pull_request' || (github.event_name == 'pull_request_target' && contains(github.event.pull_request.labels.*.name, 'safe to test')) | |
steps: | |
- uses: actions/checkout@v2 | |
with: | |
ref: ${{ github.event.pull_request.head.sha }} | |
- name: Set up JDK 8 | |
uses: actions/setup-java@v2 | |
with: | |
java-version: "8" | |
distribution: "temurin" | |
- name: Build JAR | |
run: | | |
sbt assembly | |
# remote folder for CI upload | |
echo "CI_SPARK_REMOTE_JAR_FOLDER=feathr_jar_github_action_$(date +"%H_%M_%S")" >> $GITHUB_ENV | |
# get local jar name without paths so version change won't affect it | |
echo "FEATHR_LOCAL_JAR_NAME=$(ls target/scala-2.12/*.jar| xargs -n 1 basename)" >> $GITHUB_ENV | |
# get local jar name without path | |
echo "FEATHR_LOCAL_JAR_FULL_NAME_PATH=$(ls target/scala-2.12/*.jar)" >> $GITHUB_ENV | |
- name: Set up Python 3.8 | |
uses: actions/setup-python@v2 | |
with: | |
python-version: 3.8 | |
- name: Install Feathr Package | |
run: | | |
python -m pip install --upgrade pip | |
python -m pip install -e ./feathr_project/[all] | |
if [ -f requirements.txt ]; then pip install -r requirements.txt; fi | |
- name: Set env variable and upload jars | |
env: | |
# set this for databricks CLI | |
DATABRICKS_HOST: ${{secrets.DATABRICKS_HOST}} | |
DATABRICKS_TOKEN: ${{secrets.DATABRICKS_WORKSPACE_TOKEN_VALUE}} | |
run: | | |
# overwrite corresponding environment variables to utilize feathr to upload the files | |
# assuming there will be only one jar in the target folder | |
databricks fs cp ${{ env.FEATHR_LOCAL_JAR_FULL_NAME_PATH}} dbfs:/${{ env.CI_SPARK_REMOTE_JAR_FOLDER}}/${{ env.FEATHR_LOCAL_JAR_NAME}} --overwrite | |
- name: Run Feathr with Databricks | |
env: | |
PROJECT_CONFIG__PROJECT_NAME: "feathr_github_ci_databricks" | |
SPARK_CONFIG__SPARK_CLUSTER: databricks | |
SPARK_CONFIG__DATABRICKS__WORKSPACE_INSTANCE_URL: ${{secrets.DATABRICKS_HOST}} | |
DATABRICKS_WORKSPACE_TOKEN_VALUE: ${{secrets.DATABRICKS_WORKSPACE_TOKEN_VALUE}} | |
SPARK_CONFIG__DATABRICKS__CONFIG_TEMPLATE: '{"run_name":"FEATHR_FILL_IN","new_cluster":{"spark_version":"9.1.x-scala2.12","num_workers":1,"spark_conf":{"FEATHR_FILL_IN":"FEATHR_FILL_IN"},"instance_pool_id":"${{secrets.DATABRICKS_INSTANCE_POOL_ID}}"},"libraries":[{"jar":"FEATHR_FILL_IN"}],"spark_jar_task":{"main_class_name":"FEATHR_FILL_IN","parameters":["FEATHR_FILL_IN"]}}' | |
REDIS_PASSWORD: ${{secrets.REDIS_PASSWORD}} | |
AZURE_CLIENT_ID: ${{secrets.AZURE_CLIENT_ID}} | |
AZURE_TENANT_ID: ${{secrets.AZURE_TENANT_ID}} | |
AZURE_CLIENT_SECRET: ${{secrets.AZURE_CLIENT_SECRET}} | |
S3_ACCESS_KEY: ${{secrets.S3_ACCESS_KEY}} | |
S3_SECRET_KEY: ${{secrets.S3_SECRET_KEY}} | |
ADLS_ACCOUNT: ${{secrets.ADLS_ACCOUNT}} | |
ADLS_KEY: ${{secrets.ADLS_KEY}} | |
BLOB_ACCOUNT: ${{secrets.BLOB_ACCOUNT}} | |
BLOB_KEY: ${{secrets.BLOB_KEY}} | |
JDBC_SF_PASSWORD: ${{secrets.JDBC_SF_PASSWORD}} | |
KAFKA_SASL_JAAS_CONFIG: ${{secrets.KAFKA_SASL_JAAS_CONFIG}} | |
MONITORING_DATABASE_SQL_PASSWORD: ${{secrets.MONITORING_DATABASE_SQL_PASSWORD}} | |
SPARK_CONFIG__DATABRICKS__FEATHR_RUNTIME_LOCATION: dbfs:/${{ env.CI_SPARK_REMOTE_JAR_FOLDER}}/${{ env.FEATHR_LOCAL_JAR_NAME}} | |
COSMOS1_KEY: ${{secrets.COSMOS1_KEY}} | |
SQL1_USER: ${{secrets.SQL1_USER}} | |
SQL1_PASSWORD: ${{secrets.SQL1_PASSWORD}} | |
AWS_ACCESS_KEY_ID: ${{secrets.AWS_ACCESS_KEY_ID}} | |
AWS_SECRET_ACCESS_KEY: ${{secrets.AWS_SECRET_ACCESS_KEY}} | |
run: | | |
# run only test with databricks. run in 4 parallel jobs | |
pytest -n 6 feathr_project/test/ | |
azure_synapse_test: | |
# might be a bit duplication to setup both the azure_synapse test and databricks test, but for now we will keep those to accelerate the test speed | |
runs-on: ubuntu-latest | |
if: github.event_name == 'schedule' || github.event_name == 'push' || github.event_name == 'pull_request' || (github.event_name == 'pull_request_target' && contains(github.event.pull_request.labels.*.name, 'safe to test')) | |
steps: | |
- uses: actions/checkout@v2 | |
with: | |
ref: ${{ github.event.pull_request.head.sha }} | |
- name: Set up JDK 8 | |
uses: actions/setup-java@v2 | |
with: | |
java-version: "8" | |
distribution: "temurin" | |
- name: Build JAR | |
run: | | |
sbt assembly | |
# remote folder for CI upload | |
echo "CI_SPARK_REMOTE_JAR_FOLDER=feathr_jar_github_action_$(date +"%H_%M_%S")" >> $GITHUB_ENV | |
# get local jar name without paths so version change won't affect it | |
echo "FEATHR_LOCAL_JAR_NAME=$(ls target/scala-2.12/*.jar| xargs -n 1 basename)" >> $GITHUB_ENV | |
# get local jar name without path | |
echo "FEATHR_LOCAL_JAR_FULL_NAME_PATH=$(ls target/scala-2.12/*.jar)" >> $GITHUB_ENV | |
- name: Set up Python 3.8 | |
uses: actions/setup-python@v2 | |
with: | |
python-version: 3.8 | |
- name: Azure Blob Storage Upload (Overwrite) | |
uses: fixpoint/azblob-upload-artifact@v4 | |
with: | |
connection-string: ${{secrets.SPARK_JAR_BLOB_CONNECTION_STRING}} | |
name: ${{ env.CI_SPARK_REMOTE_JAR_FOLDER}} | |
path: ${{ env.FEATHR_LOCAL_JAR_FULL_NAME_PATH}} | |
container: ${{secrets.SPARK_JAR_BLOB_CONTAINER}} | |
cleanup: "true" | |
- name: Install Feathr Package | |
run: | | |
python -m pip install --upgrade pip | |
python -m pip install -e ./feathr_project/[all] | |
if [ -f requirements.txt ]; then pip install -r requirements.txt; fi | |
- name: Run Feathr with Azure Synapse | |
env: | |
PROJECT_CONFIG__PROJECT_NAME: "feathr_github_ci_synapse" | |
SPARK_CONFIG__SPARK_CLUSTER: azure_synapse | |
REDIS_PASSWORD: ${{secrets.REDIS_PASSWORD}} | |
AZURE_CLIENT_ID: ${{secrets.AZURE_CLIENT_ID}} | |
AZURE_TENANT_ID: ${{secrets.AZURE_TENANT_ID}} | |
AZURE_CLIENT_SECRET: ${{secrets.AZURE_CLIENT_SECRET}} | |
S3_ACCESS_KEY: ${{secrets.S3_ACCESS_KEY}} | |
S3_SECRET_KEY: ${{secrets.S3_SECRET_KEY}} | |
ADLS_ACCOUNT: ${{secrets.ADLS_ACCOUNT}} | |
ADLS_KEY: ${{secrets.ADLS_KEY}} | |
BLOB_ACCOUNT: ${{secrets.BLOB_ACCOUNT}} | |
BLOB_KEY: ${{secrets.BLOB_KEY}} | |
JDBC_TABLE: ${{secrets.JDBC_TABLE}} | |
JDBC_USER: ${{secrets.JDBC_USER}} | |
JDBC_PASSWORD: ${{secrets.JDBC_PASSWORD}} | |
JDBC_DRIVER: ${{secrets.JDBC_DRIVER}} | |
JDBC_SF_PASSWORD: ${{secrets.JDBC_SF_PASSWORD}} | |
KAFKA_SASL_JAAS_CONFIG: ${{secrets.KAFKA_SASL_JAAS_CONFIG}} | |
MONITORING_DATABASE_SQL_PASSWORD: ${{secrets.MONITORING_DATABASE_SQL_PASSWORD}} | |
SPARK_CONFIG__AZURE_SYNAPSE__FEATHR_RUNTIME_LOCATION: "abfss://${{secrets.SPARK_JAR_BLOB_CONTAINER}}@feathrazuretest3storage.dfs.core.windows.net/${{ env.CI_SPARK_REMOTE_JAR_FOLDER}}/${{ env.FEATHR_LOCAL_JAR_NAME}}" | |
COSMOS1_KEY: ${{secrets.COSMOS1_KEY}} | |
SQL1_USER: ${{secrets.SQL1_USER}} | |
SQL1_PASSWORD: ${{secrets.SQL1_PASSWORD}} | |
AWS_ACCESS_KEY_ID: ${{secrets.AWS_ACCESS_KEY_ID}} | |
AWS_SECRET_ACCESS_KEY: ${{secrets.AWS_SECRET_ACCESS_KEY}} | |
run: | | |
# skip databricks related test as we just ran the test; also seperate databricks and synapse test to make sure there's no write conflict | |
# run in 4 parallel jobs to make the time shorter | |
pytest -n 6 feathr_project/test/ | |
local_spark_test: | |
runs-on: ubuntu-latest | |
if: github.event_name == 'schedule' || github.event_name == 'push' || github.event_name == 'pull_request' || (github.event_name == 'pull_request_target' && contains(github.event.pull_request.labels.*.name, 'safe to test')) | |
steps: | |
- uses: actions/checkout@v2 | |
with: | |
ref: ${{ github.event.pull_request.head.sha }} | |
- name: Set up JDK 8 | |
uses: actions/setup-java@v2 | |
with: | |
java-version: "8" | |
distribution: "temurin" | |
- name: Build JAR | |
run: | | |
sbt assembly | |
# remote folder for CI upload | |
echo "CI_SPARK_REMOTE_JAR_FOLDER=feathr_jar_github_action_$(date +"%H_%M_%S")" >> $GITHUB_ENV | |
# get local jar name without paths so version change won't affect it | |
echo "FEATHR_LOCAL_JAR_NAME=$(ls target/scala-2.12/*.jar| xargs -n 1 basename)" >> $GITHUB_ENV | |
# get local jar name without path | |
echo "FEATHR_LOCAL_JAR_FULL_NAME_PATH=$(ls target/scala-2.12/*.jar)" >> $GITHUB_ENV | |
- name: Set up Python 3.8 | |
uses: actions/setup-python@v2 | |
with: | |
python-version: 3.8 | |
- name: Install Feathr Package | |
run: | | |
python -m pip install --upgrade pip | |
python -m pip install -e ./feathr_project/[all] | |
if [ -f requirements.txt ]; then pip install -r requirements.txt; fi | |
- name: Run Feathr with Local Spark | |
env: | |
PROJECT_CONFIG__PROJECT_NAME: "feathr_github_ci_local" | |
SPARK_CONFIG__SPARK_CLUSTER: local | |
REDIS_PASSWORD: ${{secrets.REDIS_PASSWORD}} | |
AZURE_CLIENT_ID: ${{secrets.AZURE_CLIENT_ID}} | |
AZURE_TENANT_ID: ${{secrets.AZURE_TENANT_ID}} | |
AZURE_CLIENT_SECRET: ${{secrets.AZURE_CLIENT_SECRET}} | |
S3_ACCESS_KEY: ${{secrets.S3_ACCESS_KEY}} | |
S3_SECRET_KEY: ${{secrets.S3_SECRET_KEY}} | |
ADLS_ACCOUNT: ${{secrets.ADLS_ACCOUNT}} | |
ADLS_KEY: ${{secrets.ADLS_KEY}} | |
BLOB_ACCOUNT: ${{secrets.BLOB_ACCOUNT}} | |
BLOB_KEY: ${{secrets.BLOB_KEY}} | |
JDBC_TABLE: ${{secrets.JDBC_TABLE}} | |
JDBC_USER: ${{secrets.JDBC_USER}} | |
JDBC_PASSWORD: ${{secrets.JDBC_PASSWORD}} | |
JDBC_DRIVER: ${{secrets.JDBC_DRIVER}} | |
JDBC_SF_PASSWORD: ${{secrets.JDBC_SF_PASSWORD}} | |
KAFKA_SASL_JAAS_CONFIG: ${{secrets.KAFKA_SASL_JAAS_CONFIG}} | |
MONITORING_DATABASE_SQL_PASSWORD: ${{secrets.MONITORING_DATABASE_SQL_PASSWORD}} | |
COSMOS1_KEY: ${{secrets.COSMOS1_KEY}} | |
SQL1_USER: ${{secrets.SQL1_USER}} | |
SQL1_PASSWORD: ${{secrets.SQL1_PASSWORD}} | |
run: | | |
# skip cloud related tests | |
pytest feathr_project/test/test_local_spark_e2e.py | |
failure_notification: | |
# If any failure, warning message will be sent | |
needs: [sbt_test, python_lint, databricks_test, azure_synapse_test, local_spark_test] | |
runs-on: ubuntu-latest | |
if: failure() && github.event_name == 'schedule' | |
steps: | |
- name: Warning | |
run: | | |
curl -H 'Content-Type: application/json' -d '{"text": "[WARNING] Daily CI has failure, please check: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}"}' ${{ secrets.TEAMS_WEBHOOK }} | |
notification: | |
# Final Daily Report with all job status | |
needs: [sbt_test, python_lint, databricks_test, azure_synapse_test, local_spark_test] | |
runs-on: ubuntu-latest | |
if: always() && github.event_name == 'schedule' | |
steps: | |
- name: Get Date | |
run: echo "NOW=$(date +'%Y-%m-%d')" >> $GITHUB_ENV | |
- name: Notification | |
run: | | |
curl -H 'Content-Type: application/json' -d '{"text": "${{env.NOW}} Daily Report: 1. SBT Test ${{needs.sbt_test.result}}, 2. Python Lint Test ${{needs.python_lint.result}}, 3. Databricks Test ${{needs.databricks_test.result}}, 4. Synapse Test ${{needs.azure_synapse_test.result}} , 5. LOCAL SPARK TEST ${{needs.local_spark_test.result}}. Link: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}"}' ${{ secrets.TEAMS_WEBHOOK }} |