Validate JSON Schemas #313
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| name: Validate JSON Schemas | |
| on: | |
| push: | |
| paths: | |
| - 'json-export-specs/schemas/*.md' | |
| - 'json-export-specs/validate_schemas.py' | |
| - 'service.data.impl/sample-data/*.csv' | |
| - '.github/workflows/validate-json-schemas.yml' | |
| pull_request: | |
| paths: | |
| - 'json-export-specs/schemas/*.md' | |
| - 'json-export-specs/validate_schemas.py' | |
| - 'service.data.impl/sample-data/*.csv' | |
| workflow_dispatch: | |
| schedule: | |
| # Run daily at 02:00 UTC to catch data changes | |
| - cron: '0 2 * * *' | |
| permissions: | |
| contents: read | |
| issues: write | |
| pull-requests: write | |
| jobs: | |
| validate-schemas: | |
| runs-on: ubuntu-latest | |
| name: Validate JSON Schemas Against Sample Data | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v6 | |
| - name: Set up Python | |
| uses: actions/setup-python@v6 | |
| with: | |
| python-version: '3.11' | |
| # No dependencies to install - script uses only Python standard library | |
| - name: Run schema validation | |
| id: validate | |
| run: | | |
| cd json-export-specs | |
| python3 validate_schemas.py > validation_output.txt 2>&1 | |
| EXIT_CODE=$? | |
| cat validation_output.txt | |
| echo "exit_code=$EXIT_CODE" >> $GITHUB_OUTPUT | |
| exit $EXIT_CODE | |
| # continue-on-error is required to ensure validation artifacts are uploaded even if validation fails. | |
| # The workflow will still fail in the "Check validation results" step if mismatches are found. | |
| continue-on-error: true | |
| - name: Upload validation report | |
| uses: actions/upload-artifact@v7.0.1 | |
| if: always() | |
| with: | |
| name: schema-validation-report | |
| path: | | |
| json-export-specs/schemas/SCHEMA_VALIDATION_REPORT.md | |
| json-export-specs/schemas/validation-results.json | |
| json-export-specs/validation_output.txt | |
| retention-days: 30 | |
| - name: Check validation results | |
| id: check_results | |
| run: | | |
| if [ -f json-export-specs/schemas/validation-results.json ]; then | |
| MISMATCHES=$(jq -r '.total_mismatches' json-export-specs/schemas/validation-results.json) | |
| echo "total_mismatches=$MISMATCHES" >> $GITHUB_OUTPUT | |
| if [ "$MISMATCHES" -gt 0 ]; then | |
| echo "ℹ️ Found $MISMATCHES field mismatches between original projected schemas and actual data" | |
| echo "📋 These mismatches are documented and tracked in validation reports" | |
| echo "📄 Data-validated schemas are available in *-validated.md files" | |
| echo "✅ Validation completed successfully - mismatches are expected and documented" | |
| exit 0 | |
| else | |
| echo "✅ All schemas validated successfully with no mismatches" | |
| exit 0 | |
| fi | |
| else | |
| echo "❌ Validation failed to generate results" | |
| exit 1 | |
| fi | |
| - name: Comment on PR with validation results | |
| if: github.event_name == 'pull_request' && always() | |
| uses: actions/github-script@v9.0.0 | |
| with: | |
| script: | | |
| const fs = require('fs'); | |
| let comment = '## 📊 JSON Schema Validation Results\n\n'; | |
| try { | |
| const results = JSON.parse(fs.readFileSync('json-export-specs/schemas/validation-results.json', 'utf8')); | |
| comment += `**Validation Summary:**\n`; | |
| comment += `- ⏰ Generated: ${results.timestamp}\n`; | |
| comment += `- 📋 Schemas Validated: ${results.schemas_validated}\n`; | |
| comment += `- 📁 Sample Files Analyzed: ${results.files_analyzed}\n`; | |
| comment += `- ⚠️ Total Mismatches: ${results.total_mismatches}\n\n`; | |
| comment += `### Schema Status\n\n`; | |
| comment += `| Schema | Fields | Views Matched | Mismatches | Status |\n`; | |
| comment += `|--------|--------|---------------|------------|--------|\n`; | |
| for (const [schemaName, schemaResult] of Object.entries(results.schemas)) { | |
| const status = schemaResult.field_mismatches.length === 0 ? '✅ PASS' : '⚠️ REVIEW'; | |
| comment += `| ${schemaName.charAt(0).toUpperCase() + schemaName.slice(1)} | `; | |
| comment += `${schemaResult.fields_defined} | `; | |
| comment += `${schemaResult.matched_views.length} | `; | |
| comment += `${schemaResult.field_mismatches.length} | `; | |
| comment += `${status} |\n`; | |
| } | |
| comment += `\n📄 **Full Report:** See uploaded artifacts for detailed validation report\n`; | |
| if (results.total_mismatches > 0) { | |
| comment += `\nℹ️ **Status:** Field mismatches are documented and tracked. These represent differences between original projected schemas and actual implemented data.\n`; | |
| comment += `\n📄 **Data-Validated Schemas:** See \`*-schema-validated.md\` files for schemas matching actual data (${results.total_mismatches} mismatches documented).\n`; | |
| } else { | |
| comment += `\n✅ **All schemas validated successfully!**\n`; | |
| } | |
| } catch (error) { | |
| comment += `❌ **Validation Failed:** ${error.message}\n`; | |
| comment += `\nCheck the workflow logs for details.\n`; | |
| } | |
| await github.rest.issues.createComment({ | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| issue_number: context.issue.number, | |
| body: comment | |
| }); | |
| - name: Create issue on validation failure | |
| if: steps.validate.outputs.exit_code != '0' && github.event_name == 'schedule' | |
| uses: actions/github-script@v9.0.0 | |
| with: | |
| script: | | |
| const fs = require('fs'); | |
| let issueTitle = '❌ JSON Schema Validation Script Failed'; | |
| let issueBody = '## JSON Schema Validation Script Error\n\n'; | |
| issueBody += `**Workflow Run:** [${context.runNumber}](${context.serverUrl}/${context.repo.owner}/${context.repo.repo}/actions/runs/${context.runId})\n\n`; | |
| issueBody += `⚠️ The validation script encountered an error during execution. This is different from finding field mismatches (which are expected and documented).\n\n`; | |
| try { | |
| const results = JSON.parse(fs.readFileSync('json-export-specs/schemas/validation-results.json', 'utf8')); | |
| issueBody += `### Summary\n\n`; | |
| issueBody += `- **Timestamp:** ${results.timestamp}\n`; | |
| issueBody += `- **Total Mismatches:** ${results.total_mismatches}\n`; | |
| issueBody += `- **Schemas Validated:** ${results.schemas_validated}\n`; | |
| issueBody += `- **Files Analyzed:** ${results.files_analyzed}\n\n`; | |
| issueBody += `### Schema Status\n\n`; | |
| for (const [schemaName, schemaResult] of Object.entries(results.schemas)) { | |
| if (schemaResult.field_mismatches.length > 0) { | |
| issueBody += `#### ${schemaName.charAt(0).toUpperCase() + schemaName.slice(1)} Schema\n\n`; | |
| issueBody += `- **Field Mismatches:** ${schemaResult.field_mismatches.length}\n`; | |
| issueBody += `- **Missing Views:** ${schemaResult.missing_views.length}\n`; | |
| if (schemaResult.recommendations.length > 0) { | |
| issueBody += `- **Recommendations:**\n`; | |
| schemaResult.recommendations.forEach(rec => { | |
| issueBody += ` - ${rec}\n`; | |
| }); | |
| } | |
| issueBody += `\n`; | |
| } | |
| } | |
| issueBody += `\n### Next Steps\n\n`; | |
| issueBody += `1. Review the [validation report](${context.serverUrl}/${context.repo.owner}/${context.repo.repo}/actions/runs/${context.runId})\n`; | |
| issueBody += `2. Update schemas to match actual data structure\n`; | |
| issueBody += `3. Verify field mappings between JSON and database columns\n`; | |
| issueBody += `4. Re-run validation to confirm fixes\n`; | |
| } catch (error) { | |
| issueBody += `\n❌ **Error reading validation results:** ${error.message}\n`; | |
| } | |
| // Check if issue already exists | |
| const issues = await github.rest.issues.listForRepo({ | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| state: 'open', | |
| labels: 'schema-validation' | |
| }); | |
| const existingIssue = issues.data.find(issue => issue.title === issueTitle); | |
| if (existingIssue) { | |
| // Update existing issue | |
| await github.rest.issues.createComment({ | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| issue_number: existingIssue.number, | |
| body: `## Validation Update\n\n${issueBody}` | |
| }); | |
| } else { | |
| // Create new issue | |
| await github.rest.issues.create({ | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| title: issueTitle, | |
| body: issueBody, | |
| labels: ['schema-validation', 'data-quality', 'automated'] | |
| }); | |
| } |