Test Enforcement for OpenMetadata

Ensure every code change has comprehensive tests — 90% line coverage for service code, integration tests for APIs, and Playwright E2E tests for UI changes.

When to Use

• After implementing any feature or bug fix (before creating a PR)
• When reviewing a PR to check test completeness
• When the /tdd skill was not used during implementation

Workflow

Step 1: Identify Changed Files

Determine what changed and classify by layer:

# Branch changes
git diff main...HEAD --name-only

# Or staged changes
git diff --cached --name-only

# Or PR changes
gh pr diff <number> --name-only

Classify each changed file:

File path pattern	Layer	Required tests
openmetadata-service/src/main/	Java backend	Unit tests (90% coverage) + integration tests
openmetadata-spec/src/main/resources/json/schema/	Schema	Regeneration verification + downstream tests
openmetadata-integration-tests/	Integration tests	Self — verify they pass
ingestion/src/metadata/	Python ingestion	pytest unit tests (90% coverage)
openmetadata-ui/.../ui/src/	React frontend	Jest unit tests + Playwright E2E
bootstrap/sql/migrations/	Database	Integration tests verifying migration

Step 2: Check Java Service Coverage

For any changes under openmetadata-service/src/main/:

2a. Find existing tests

# For a changed class Foo.java, find its test
CHANGED_CLASS="Foo"
find openmetadata-service/src/test -name "${CHANGED_CLASS}Test.java" -o -name "${CHANGED_CLASS}Tests.java"

# Also check integration tests
find openmetadata-integration-tests/src/test -name "*${CHANGED_CLASS}*IT.java"

2b. Run coverage for the module

mvn test -pl openmetadata-service -P static-code-analysis -Dtest=<TestClass>
# Coverage report: openmetadata-service/target/site/jacoco/index.html

2c. Verify 90% line coverage for changed code

After running tests, check the JaCoCo report for the specific classes you changed:

# Parse the JaCoCo XML report for specific classes
REPORT="openmetadata-service/target/site/jacoco/jacoco.xml"
# Look for coverage of your specific packages/classes
grep -A5 "name=\"YourClassName\"" "$REPORT"

Target: 90% line coverage on all changed/new classes.

2d. Generate missing tests

If coverage is below 90%, create tests following these patterns:

Unit tests (openmetadata-service/src/test/):

• Test public methods with meaningful inputs
• Test edge cases: null inputs, empty collections, boundary values
• Test error paths: invalid input, missing data, permission denied
• Use descriptive test names: testCreateEntityWithValidInput, testDeleteEntityNotFound

Do NOT:

• Mock internal OpenMetadata classes — write integration tests instead
• Test obvious getters/setters
• Write tests that only verify mock wiring

Step 3: Check Integration Tests for API Endpoints

For any changes to REST resources or entity logic:

3a. Map changed code to API endpoints

# Find resource classes that changed
git diff main...HEAD --name-only | grep -E "Resource\.java$"

# Find the @Path annotations to identify endpoints
grep -n "@Path" <resource-file>

3b. Check existing integration tests

# Integration test naming convention: <Entity>IT.java
find openmetadata-integration-tests/src/test -name "*IT.java" | sort

Every REST resource should have a corresponding *IT.java that tests:

Operation	What to test
Create	Valid creation, duplicate handling, missing required fields
Get	By ID, by name, with fields parameter, not found
List	Pagination, filtering, sorting, limit
Update (PUT)	Full update, partial update, version increment
Patch	JSON patch operations, concurrent modification
Delete	Soft delete, hard delete, cascade behavior
Custom endpoints	Any non-CRUD endpoints specific to the entity

3c. Verify integration tests use the current patterns

Tests must follow these patterns:

// Extend BaseEntityIT for entity resources
class MyEntityIT extends BaseEntityIT<MyEntity, CreateMyEntity> {

    @Override
    protected CreateMyEntity createMinimalRequest(TestNamespace testNamespace) {
        // Return minimal valid create request
    }

    @Test
    void testCustomBehavior(TestNamespace testNamespace) {
        // Test entity-specific behavior
    }
}

Key patterns:

• Use TestNamespace for test isolation (not TestInfo)
• Use OpenMetadataClient SDK for API calls
• Use typed exceptions, not raw HTTP status codes
• Create entities via API, assert on API responses
• Clean up created entities in test teardown

3d. Generate missing integration tests

If an API endpoint lacks integration test coverage:

1. Read the existing BaseEntityIT to understand the contract
2. Read a similar entity's IT class as a reference pattern
3. Create the IT class with all CRUD operations tested
4. Add entity-specific endpoint tests
5. Run and verify:

   mvn verify -pl openmetadata-integration-tests -Dtest=MyEntityIT
   

Step 4: Check Playwright E2E Tests

For any changes under openmetadata-ui/src/main/resources/ui/src/:

4a. Identify UI features affected

Map changed components to user-facing features:

# What components changed?
git diff main...HEAD --name-only | grep -E '\.(tsx?|component\.tsx)$'

# What pages/features do they belong to?
# Check the component's imports and route usage

4b. Check existing Playwright coverage

# Find specs that test the affected feature
find openmetadata-ui/src/main/resources/ui/playwright/e2e -name "*.spec.ts" | xargs grep -l "<feature-keyword>"

# List all spec files by category
ls openmetadata-ui/src/main/resources/ui/playwright/e2e/Features/
ls openmetadata-ui/src/main/resources/ui/playwright/e2e/Pages/
ls openmetadata-ui/src/main/resources/ui/playwright/e2e/Flow/

4c. Determine if new Playwright tests are needed

New Playwright tests ARE needed when:

• A new page or major UI section was added
• User-facing workflow was changed (e.g., entity creation flow)
• New permissions or role-based behavior was added
• A UI bug was fixed (regression test)

New Playwright tests are NOT needed when:

• Only internal refactoring with no visible behavior change
• Style-only changes (colors, spacing)
• Changes already covered by existing specs (verify by running them)

4d. Generate missing Playwright tests

Use the /playwright skill to generate tests. At minimum, verify:

1. Read the Playwright Developer Handbook first:

   openmetadata-ui/src/main/resources/ui/playwright/PLAYWRIGHT_DEVELOPER_HANDBOOK.md
   

2. Required test coverage for new features:

   • Happy path — feature works as expected
   • Permission boundaries — admin vs. data consumer vs. data steward
   • Data persistence — changes survive page reload
   • Error states — invalid input, network errors
   • Navigation — feature accessible from expected entry points

3. Run and verify:

   cd openmetadata-ui/src/main/resources/ui
   yarn playwright:run --grep "<test name>"
   

4. Run the linter:

   yarn lint:playwright
   

Step 5: Check Jest Unit Tests for Frontend

For component changes, verify Jest coverage:

cd openmetadata-ui/src/main/resources/ui

# Run tests for changed files with coverage
yarn test --coverage --collectCoverageFrom='src/path/to/changed/**/*.{ts,tsx}' path/to/test.spec.ts

# Check coverage report
# Lines, branches, functions should be >= 90%

Every component should have a co-located .test.ts or .test.tsx file.

Step 6: Check Python Ingestion Tests

For changes under ingestion/src/metadata/:

source env/bin/activate && cd ingestion

# Find tests for changed modules
CHANGED="my_module"
find tests/unit -name "*${CHANGED}*" -o -name "*test_${CHANGED}*"

# Run with coverage for specific modules
python -m pytest tests/unit/path/to/test.py -v --cov=metadata.ingestion.source.database.my_module --cov-report=term-missing

# Verify >= 90% coverage

Step 7: Generate Coverage Report

Produce a summary for the PR:

## Test Coverage Report

### Java Service (openmetadata-service)
| Class | Lines | Branches | Status |
|-------|-------|----------|--------|
| NewFeature.java | 92% | 85% | PASS |
| ModifiedClass.java | 88% | 80% | NEEDS WORK |

### Integration Tests (openmetadata-integration-tests)
| Endpoint | Create | Get | List | Update | Delete | Custom |
|----------|--------|-----|------|--------|--------|--------|
| /api/v1/myEntity | PASS | PASS | PASS | PASS | PASS | PASS |

### Playwright E2E
| Feature | Happy Path | Permissions | Persistence | Status |
|---------|------------|-------------|-------------|--------|
| New Feature Page | PASS | PASS | PASS | PASS |

### Python Ingestion
| Module | Lines | Status |
|--------|-------|--------|
| my_connector/metadata.py | 94% | PASS |

### Overall: [PASS / FAIL]

Coverage Targets

Layer	Metric	Target	How to measure
openmetadata-service	Line coverage	90%	JaCoCo with -P static-code-analysis
openmetadata-integration-tests	API endpoint coverage	100% of changed endpoints	Manual check against resource classes
Playwright	Feature coverage	All new/changed user-facing flows	Spec file existence + test pass
Jest	Component coverage	90% lines	yarn test --coverage
Python ingestion	Line coverage	90%	pytest --cov

Quick Reference: Test File Locations

openmetadata-service/src/test/java/org/openmetadata/         # Java unit tests
openmetadata-integration-tests/src/test/java/org/openmetadata/it/  # Integration tests
openmetadata-ui/.../ui/src/**/*.test.{ts,tsx}                 # Jest unit tests
openmetadata-ui/.../ui/playwright/e2e/                        # Playwright E2E
ingestion/tests/unit/                                         # Python unit tests
ingestion/tests/integration/                                  # Python integration tests