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validate-json-schemas.yml
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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']
});
}