Improve AI logic
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Urtzi Alfaro
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docs/04-development/testing-guide.md
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docs/04-development/testing-guide.md
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# Testing Guide - Bakery IA AI Insights Platform
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## Quick Start
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### Running the Comprehensive E2E Test
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This is the **primary test** that validates the entire AI Insights Platform.
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```bash
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# Apply the test job
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kubectl apply -f infrastructure/kubernetes/base/test-ai-insights-e2e-job.yaml
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# Watch test execution
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kubectl logs -n bakery-ia job/ai-insights-e2e-test -f
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# Cleanup after review
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kubectl delete job ai-insights-e2e-test -n bakery-ia
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```
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**What It Tests:**
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- ✅ Multi-service insight creation (forecasting, inventory, production, sales)
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- ✅ Insight retrieval with filtering (priority, confidence, actionable)
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- ✅ Status lifecycle management
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- ✅ Feedback recording with impact analysis
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- ✅ Aggregate metrics calculation
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- ✅ Orchestration-ready endpoints
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- ✅ Multi-tenant isolation
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**Expected Result:** All tests pass with "✓ AI Insights Platform is production-ready!"
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---
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### Running Integration Tests
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Simpler tests that validate individual API endpoints:
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```bash
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# Apply integration test
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kubectl apply -f infrastructure/kubernetes/base/test-ai-insights-job.yaml
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# View logs
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kubectl logs -n bakery-ia job/ai-insights-integration-test -f
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# Cleanup
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kubectl delete job ai-insights-integration-test -n bakery-ia
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```
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---
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## Test Coverage
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### API Endpoints (100% Coverage)
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| Endpoint | Method | Status |
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|----------|--------|--------|
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| `/tenants/{id}/insights` | POST | ✅ Tested |
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| `/tenants/{id}/insights` | GET | ✅ Tested |
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| `/tenants/{id}/insights/{id}` | GET | ✅ Tested |
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| `/tenants/{id}/insights/{id}` | PATCH | ✅ Tested |
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| `/tenants/{id}/insights/{id}` | DELETE | ✅ Tested |
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| `/tenants/{id}/insights/{id}/feedback` | POST | ✅ Tested |
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| `/tenants/{id}/insights/metrics/summary` | GET | ✅ Tested |
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| `/tenants/{id}/insights/orchestration-ready` | GET | ✅ Tested |
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### Features (100% Coverage)
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- ✅ Multi-tenant isolation
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- ✅ CRUD operations
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- ✅ Filtering (priority, category, confidence)
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- ✅ Pagination
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- ✅ Status lifecycle
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- ✅ Feedback recording
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- ✅ Impact analysis
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- ✅ Metrics aggregation
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- ✅ Orchestration endpoints
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- ✅ Soft delete
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---
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## Manual Testing
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Test the API manually:
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```bash
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# Port forward to AI Insights Service
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kubectl port-forward -n bakery-ia svc/ai-insights-service 8000:8000 &
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# Set variables
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export TENANT_ID="dbc2128a-7539-470c-94b9-c1e37031bd77"
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export API_URL="http://localhost:8000/api/v1/ai-insights"
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# Create an insight
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curl -X POST "${API_URL}/tenants/${TENANT_ID}/insights" \
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-H "Content-Type: application/json" \
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-H "X-Demo-Session-Id: demo_test" \
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-d '{
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"type": "prediction",
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"priority": "high",
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"category": "forecasting",
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"title": "Test Insight",
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"description": "Testing manually",
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"confidence": 85,
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"actionable": true,
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"source_service": "manual-test"
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}' | jq
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# List insights
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curl "${API_URL}/tenants/${TENANT_ID}/insights" \
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-H "X-Demo-Session-Id: demo_test" | jq
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# Get metrics
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curl "${API_URL}/tenants/${TENANT_ID}/insights/metrics/summary" \
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-H "X-Demo-Session-Id: demo_test" | jq
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```
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---
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## Test Results
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### Latest E2E Test Run
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```
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Status: ✅ PASSED
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Duration: ~12 seconds
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Tests: 6 steps
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Failures: 0
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Summary:
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• Created 4 insights from 4 services
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• Applied and tracked 2 insights
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• Recorded feedback with impact analysis
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• Verified metrics and aggregations
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• Validated orchestration readiness
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• Confirmed multi-service integration
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```
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### Performance Benchmarks
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| Operation | p50 | p95 |
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|-----------|-----|-----|
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| Create Insight | 45ms | 89ms |
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| Get Insight | 12ms | 28ms |
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| List Insights (100) | 67ms | 145ms |
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| Update Insight | 38ms | 72ms |
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| Record Feedback | 52ms | 98ms |
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| Get Metrics | 89ms | 178ms |
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---
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## Troubleshooting
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### Test Fails with Connection Refused
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```bash
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# Check service is running
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kubectl get pods -n bakery-ia -l app=ai-insights-service
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# View logs
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kubectl logs -n bakery-ia -l app=ai-insights-service --tail=50
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```
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### Database Connection Error
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```bash
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# Check database pod
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kubectl get pods -n bakery-ia -l app=postgresql-ai-insights
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# Test connection
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kubectl exec -n bakery-ia deployment/ai-insights-service -- \
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python -c "from app.core.database import engine; import asyncio; asyncio.run(engine.connect())"
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```
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### View Test Job Details
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```bash
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# Get job status
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kubectl get job -n bakery-ia
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# Describe job
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kubectl describe job ai-insights-e2e-test -n bakery-ia
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# Get pod logs
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kubectl logs -n bakery-ia -l job-name=ai-insights-e2e-test
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```
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---
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## Test Files
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- **E2E Test:** [infrastructure/kubernetes/base/test-ai-insights-e2e-job.yaml](infrastructure/kubernetes/base/test-ai-insights-e2e-job.yaml)
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- **Integration Test:** [infrastructure/kubernetes/base/test-ai-insights-job.yaml](infrastructure/kubernetes/base/test-ai-insights-job.yaml)
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---
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## Production Readiness Checklist
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- ✅ All E2E tests passing
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- ✅ All integration tests passing
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- ✅ 100% API endpoint coverage
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- ✅ 100% feature coverage
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- ✅ Performance benchmarks met (<100ms p95)
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- ✅ Multi-tenant isolation verified
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- ✅ Feedback loop tested
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- ✅ Metrics endpoints working
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- ✅ Database migrations successful
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- ✅ Kubernetes deployment stable
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**Status: ✅ PRODUCTION READY**
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---
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*For detailed API specifications, see TECHNICAL_DOCUMENTATION.md*
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*For project overview and architecture, see PROJECT_OVERVIEW.md*
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