Weeks 2 & 3: Data & Geospatial - Testing Guide

Components Built

Week 2: Data Ingestion & Orchestration

Data Validation (src/lib/data/dataValidator.ts)
- Zod schemas for all data types
- City targets, competitors, generic data
- Generation jobs, geospatial campaigns
CSV/JSON Ingestion (src/pages/api/god/data/ingest.ts)
- Papaparse integration
- Bulk INSERT in transactions
- Column mapping
- Validate-only mode
Pool Statistics (src/pages/api/god/pool/stats.ts)
- Connection monitoring
- Saturation percentage
- Health recommendations

Week 3: Geospatial & Intelligence

Geospatial Launcher (src/pages/api/god/geo/launch-campaign.ts)
- Turf.js point generation
- Density-based sampling
- BullMQ addBulk integration
Shim Preview (src/pages/api/god/shim/preview.ts)
- SQL dry-run translation
- Directus query preview
Prompt Sandbox (src/pages/api/intelligence/prompts/test.ts)
- Cost estimation
- Batch projections
- Mock LLM responses
Spintax Validator (src/pages/api/intelligence/spintax/validate.ts)
- Syntax checking
- Sample generation
- Error detection

Testing Checklist

Test 1: CSV Ingestion (1000 rows)

curl -X POST http://localhost:4321/api/god/data/ingest \
  -H "X-God-Token: YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "format": "csv",
    "tableName": "geo_locations",
    "data": "city_name,state,lat,lng\nAustin,TX,30.2672,-97.7431\nDallas,TX,32.7767,-96.7970",
    "validateOnly": false
  }'

Expected: Inserts 2 cities into geo_locations

Test 2: Pool Statistics

curl http://localhost:4321/api/god/pool/stats \
  -H "X-God-Token: YOUR_TOKEN"

Expected: Returns total/idle/waiting connections + saturation %

Test 3: Geospatial Campaign Launch

curl -X POST http://localhost:4321/api/god/geo/launch-campaign \
  -H "X-God-Token: YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "boundary": {
      "type": "Polygon",
      "coordinates": [[
        [-97.74, 30.27],
        [-97.74, 30.40],
        [-97.54, 30.40],
        [-97.54, 30.27],
        [-97.74, 30.27]
      ]]
    },
    "campaign_type": "local_article",
    "density": "medium",
    "site_id": "YOUR_SITE_UUID"
  }'

Expected: Generates ~50 points, inserts to database, queues jobs

Test 4: Prompt Cost Estimation

curl -X POST http://localhost:4321/api/intelligence/prompts/test \
  -H "X-God-Token: YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "prompt": "Write about {topic} in {city}",
    "variables": {"topic": "restaurants", "city": "Austin"},
    "model": "gpt-4",
    "max_tokens": 1000
  }'

Expected: Returns mock response + cost for 100/1k/10k/100k batches

Test 5: Spintax Validation

curl -X POST http://localhost:4321/api/intelligence/spintax/validate \
  -H "X-God-Token: YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "pattern": "{Hello|Hi|Hey} {world|friend}!"
  }'

Expected: valid=true, 5 sample variations

Test 6: Invalid Spintax

curl -X POST http://localhost:4321/api/intelligence/spintax/validate \
  -H "X-God-Token: YOUR_TOKEN"
 \
  -H "Content-Type: application/json" \
  -d '{
    "pattern": "{Hello|Hi} {world"
  }'

Expected: valid=false, errors array with unclosed_brace

Success Criteria

✅ CSV with 1000+ rows ingests in <3 seconds
✅ Pool stats shows accurate saturation
✅ Geo campaign generates points inside boundary
✅ Cost estimates prevent expensive mistakes
✅ Spintax validator catches syntax errors

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