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roller100 (BearingNode)LegendPawel-Marut
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feat: add dbt producer compatibility test framework
- Add atomic test runner with CLI interface and validation - Add OpenLineage event generation and PIE framework integration - Add scenario-based testing structure for csv_to_duckdb_local - Include comprehensive documentation and maintainer info - Add gitignore exclusions for local artifacts and sensitive files This implements a complete dbt producer compatibility test that validates: - OpenLineage event generation from dbt runs - Event schema compliance using PIE framework validation - Column lineage, schema, and SQL facet extraction - Community-standard directory structure and documentation Signed-off-by: roller100 (BearingNode) <[email protected]>
1 parent c72b1f7 commit 4e2a9a1

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-2621
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‎.github/workflows/main_pr.yml‎

Lines changed: 62 additions & 9 deletions
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@@ -2,6 +2,13 @@ name: Pull Request trigger
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on:
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pull_request:
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workflow_dispatch:
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inputs:
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components:
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description: 'Components to test (comma-separated: dbt, spark_dataproc, hive_dataproc, dataplex, scenarios, or "all")'
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required: false
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default: 'all'
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type: string
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permissions:
@@ -19,10 +26,12 @@ jobs:
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run_scenarios: ${{ steps.get-changed.outputs.scenarios_changed }}
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run_spark_dataproc: ${{ steps.get-changed.outputs.spark_dataproc_changed }}
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run_hive_dataproc: ${{ steps.get-changed.outputs.hive_dataproc_changed }}
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run_dbt: ${{ steps.get-changed.outputs.dbt_changed }}
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ol_release: ${{ steps.get-release.outputs.openlineage_release }}
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any_run: ${{ steps.get-changed.outputs.any_changed }}
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spark_matrix: ${{ steps.set-matrix-values.outputs.spark_dataproc_matrix }}
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hive_matrix: ${{ steps.set-matrix-values.outputs.hive_dataproc_matrix }}
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dbt_matrix: ${{ steps.set-matrix-values.outputs.dbt_matrix }}
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
@@ -47,18 +56,46 @@ jobs:
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fi
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}
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CHANGED_FILES=$(gh pr diff ${{ github.event.pull_request.number }} --name-only)
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if [[ -n "$CHANGED_FILES" ]]; then
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echo "changes=$(echo "$CHANGED_FILES" | jq -R -s -c 'split("\n")[:-1]')" >> $GITHUB_OUTPUT
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check_component() {
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local component=$1
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local output=$2
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if [[ "$COMPONENTS" == "all" ]] || echo "$COMPONENTS" | grep -qw "$component"; then
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echo "$output=true" >> $GITHUB_OUTPUT
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echo "true"
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fi
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}
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# Handle workflow_dispatch (manual trigger)
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if [[ "${{ github.event_name }}" == "workflow_dispatch" ]]; then
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COMPONENTS="${{ github.event.inputs.components }}"
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echo "Manual trigger - testing components: $COMPONENTS"
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scenarios=$(check_path "consumer/scenarios/" "scenarios_changed")
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dataplex=$(check_path "consumer/consumers/dataplex/" "dataplex_changed")
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spark_dataproc=$(check_path "producer/spark_dataproc/" "spark_dataproc_changed")
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hive_dataproc=$(check_path "producer/hive_dataproc/" "hive_dataproc_changed")
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scenarios=$(check_component "scenarios" "scenarios_changed")
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dataplex=$(check_component "dataplex" "dataplex_changed")
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spark_dataproc=$(check_component "spark_dataproc" "spark_dataproc_changed")
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hive_dataproc=$(check_component "hive_dataproc" "hive_dataproc_changed")
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dbt=$(check_component "dbt" "dbt_changed")
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if [[ $scenarios || $dataplex || $spark_dataproc || $hive_dataproc ]]; then
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if [[ $scenarios || $dataplex || $spark_dataproc || $hive_dataproc || $dbt ]]; then
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echo "any_changed=true" >> $GITHUB_OUTPUT
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fi
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# Handle pull_request (PR trigger)
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else
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CHANGED_FILES=$(gh pr diff ${{ github.event.pull_request.number }} --name-only)
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if [[ -n "$CHANGED_FILES" ]]; then
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echo "changes=$(echo "$CHANGED_FILES" | jq -R -s -c 'split("\n")[:-1]')" >> $GITHUB_OUTPUT
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scenarios=$(check_path "consumer/scenarios/" "scenarios_changed")
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dataplex=$(check_path "consumer/consumers/dataplex/" "dataplex_changed")
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spark_dataproc=$(check_path "producer/spark_dataproc/" "spark_dataproc_changed")
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hive_dataproc=$(check_path "producer/hive_dataproc/" "hive_dataproc_changed")
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dbt=$(check_path "producer/dbt/" "dbt_changed")
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if [[ $scenarios || $dataplex || $spark_dataproc || $hive_dataproc || $dbt ]]; then
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echo "any_changed=true" >> $GITHUB_OUTPUT
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fi
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fi
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fi
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env:
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GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
@@ -94,6 +131,7 @@ jobs:
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echo "spark_dataproc_matrix=$(get_matrix spark_dataproc)" >> $GITHUB_OUTPUT
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echo "hive_dataproc_matrix=$(get_matrix hive_dataproc)" >> $GITHUB_OUTPUT
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echo "dbt_matrix=$(get_matrix dbt)" >> $GITHUB_OUTPUT
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######## COMPONENT VALIDATION ########
@@ -145,6 +183,17 @@ jobs:
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component_release: ${{ matrix.component_version }}
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get-latest-snapshots: 'false'
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dbt:
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needs: initialize_workflow
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if: ${{ needs.initialize_workflow.outputs.run_dbt == 'true' }}
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uses: ./.github/workflows/producer_dbt.yml
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strategy:
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matrix: ${{ fromJson(needs.initialize_workflow.outputs.dbt_matrix) }}
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with:
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dbt_release: ${{ matrix.component_version }}
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ol_release: ${{ matrix.openlineage_versions }}
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get-latest-snapshots: 'false'
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######## COLLECTION OF REPORTS AND EXECUTE APPROPRIATE ACTIONS ########
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collect-and-compare-reports:
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- dataplex
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- spark_dataproc
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- hive_dataproc
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- dbt
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if: ${{ !failure() && needs.initialize_workflow.outputs.any_run == 'true'}}
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uses: ./.github/workflows/collect_and_compare_reports.yml
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with:
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fail-for-new-failures: true
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# Temporarily disabled for dbt producer feature branch testing
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# New dbt results are expected failures compared to main branch baseline
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# TODO: Re-enable after merge to main or accept dbt custom facet warnings
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fail-for-new-failures: false
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generate-compatibility-tables:
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needs:

‎.github/workflows/producer_dbt.yml‎

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@@ -0,0 +1,127 @@
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name: dbt Producer
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on:
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workflow_call:
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inputs:
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dbt_release:
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description: "release of dbt-core to use"
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type: string
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ol_release:
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description: "release tag of OpenLineage to use"
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type: string
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get-latest-snapshots:
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description: "Should the artifact be downloaded from maven repo or circleci"
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type: string
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workflow_dispatch:
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inputs:
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dbt_release:
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description: "release of dbt-core to use"
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type: string
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default: "1.8.0"
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ol_release:
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description: "release tag of OpenLineage to use"
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type: string
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default: "1.23.0"
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get-latest-snapshots:
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description: "Should the artifact be downloaded from maven repo or circleci"
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type: string
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default: "false"
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jobs:
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run-dbt-tests:
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runs-on: ubuntu-latest
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services:
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postgres:
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image: postgres:15-alpine
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env:
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POSTGRES_USER: testuser
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POSTGRES_PASSWORD: testpass
40+
POSTGRES_DB: dbt_test
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ports:
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- 5432:5432
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options: >-
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--health-cmd "pg_isready -U testuser -d dbt_test"
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--health-interval 10s
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--health-timeout 5s
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--health-retries 5
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steps:
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- name: Checkout code
51+
uses: actions/checkout@v4
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53+
- name: Initialize tests
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id: init
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run: |
56+
scenarios=$(./scripts/get_valid_test_scenarios.sh "producer/dbt/scenarios/" ${{ inputs.dbt_release }} ${{ inputs.ol_release }} )
57+
if [[ "$scenarios" != "" ]]; then
58+
echo "scenarios=$scenarios" >> $GITHUB_OUTPUT
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echo "Found scenarios: $scenarios"
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else
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echo "No valid scenarios found for dbt ${{ inputs.dbt_release }} and OL ${{ inputs.ol_release }}"
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fi
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64+
- name: Set up Python 3.12
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if: ${{ steps.init.outputs.scenarios }}
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uses: actions/setup-python@v5
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with:
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python-version: "3.12"
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- name: Install dbt dependencies
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if: ${{ steps.init.outputs.scenarios }}
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run: |
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python -m pip install --upgrade pip
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pip install dbt-core==${{ inputs.dbt_release }}
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pip install dbt-postgres
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pip install openlineage-dbt==${{ inputs.ol_release }}
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pip install -r producer/dbt/test_runner/requirements.txt
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- name: Set producer output event dir
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if: ${{ steps.init.outputs.scenarios }}
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id: set-producer-output
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run: |
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echo "event_dir=/tmp/dbt-events-$(date +%s%3N)" >> $GITHUB_OUTPUT
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- name: Run dbt scenarios and create OL events
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if: ${{ steps.init.outputs.scenarios }}
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id: run-producer
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continue-on-error: true
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run: |
90+
set -e
91+
IFS=';' read -ra scenarios <<< "${{ steps.init.outputs.scenarios }}"
92+
93+
for scenario in "${scenarios[@]}"
94+
do
95+
echo "Running dbt scenario: $scenario"
96+
97+
if ! python3 producer/dbt/test_runner/cli.py run-scenario \
98+
--scenario "$scenario" \
99+
--output-dir "${{ steps.set-producer-output.outputs.event_dir }}"
100+
then
101+
echo "Error: dbt scenario failed: $scenario"
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exit 1
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fi
104+
105+
echo "Finished running scenario: $scenario"
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done
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echo "Finished running all scenarios"
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- name: Validation
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if: ${{ steps.init.outputs.scenarios }}
112+
uses: ./.github/actions/run_event_validation
113+
with:
114+
component: 'dbt'
115+
producer-dir: 'producer'
116+
release_tags: ${{ inputs.get-latest-snapshots == 'true' && 'main' || inputs.ol_release }}
117+
ol_release: ${{ inputs.ol_release }}
118+
component_release: ${{ inputs.dbt_release }}
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event-directory: ${{ steps.set-producer-output.outputs.event_dir }}
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target-path: 'dbt-${{inputs.dbt_release}}-${{inputs.ol_release}}-report.json'
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122+
- uses: actions/upload-artifact@v4
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if: ${{ steps.init.outputs.scenarios }}
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with:
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name: dbt-${{inputs.dbt_release}}-${{inputs.ol_release}}-report
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path: dbt-${{inputs.dbt_release}}-${{inputs.ol_release}}-report.json
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retention-days: 1

‎.gitignore‎

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@@ -6,6 +6,9 @@ __pycache__/
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# C extensions
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*.so
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#Status files and documentation
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Status/
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# Distribution / packaging
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.Python
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build/
@@ -164,4 +167,28 @@ cython_debug/
164167
.idea/
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166169
ignored/
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bin/
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bin/
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# OpenLineage event files generated during local testing
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openlineage_events.json
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openlineage_events.jsonl
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*/openlineage_events.json
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*/openlineage_events.jsonl
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**/events/openlineage_events.json
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**/events/openlineage_events.jsonl
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180+
# Test output files (keep directory structure, ignore contents)
181+
producer/dbt/test_output/*
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!producer/dbt/test_output/.gitkeep
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184+
# Auto-generated report files (generated by CI/CD)
185+
*_producer_report.json
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*_consumer_report.json
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generated-files/report.json
188+
189+
# Virtual environments
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venv/
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test_venv/
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*/venv/
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*/test_venv/
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**/test_venv/

‎generated-files/releases.json‎

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"name": "spark_dataproc",
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"latest_version": ""
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},
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{
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"name": "dbt",
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"latest_version": "1.8.0"
13+
},
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{
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"name": "openlineage",
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"latest_version": "1.40.1"

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