bakery-ia/test_training_with_data.sh

#!/bin/bash

echo "🧪 Testing Training with Actual Sales Data"
echo "========================================"

# Create user and tenant
echo "1. Creating user and tenant..."

EMAIL="training.withdata.$(date +%s)@bakery.com"
REGISTER_RESPONSE=$(curl -s -X POST "http://localhost:8000/api/v1/auth/register" \
    -H "Content-Type: application/json" \
    -d "{\"email\": \"$EMAIL\", \"password\": \"TestPassword123!\", \"full_name\": \"Training Test User\", \"role\": \"admin\"}")

ACCESS_TOKEN=$(echo "$REGISTER_RESPONSE" | python3 -c "
import json, sys
try:
    data = json.load(sys.stdin)
    print(data.get('access_token', ''))
except:
    pass
" 2>/dev/null)

if [ -z "$ACCESS_TOKEN" ]; then
    echo "❌ User registration failed"
    echo "Response: $REGISTER_RESPONSE"
    exit 1
fi

echo "✅ User registered successfully"

# Create tenant
TENANT_RESPONSE=$(curl -s -X POST "http://localhost:8000/api/v1/tenants/register" \
    -H "Content-Type: application/json" \
    -H "Authorization: Bearer $ACCESS_TOKEN" \
    -d '{"name": "Training Test Bakery", "business_type": "bakery", "address": "Test Address", "city": "Madrid", "postal_code": "28001", "phone": "+34600123456"}')

TENANT_ID=$(echo "$TENANT_RESPONSE" | python3 -c "
import json, sys
try:
    data = json.load(sys.stdin)
    print(data.get('id', ''))
except:
    pass
" 2>/dev/null)

if [ -z "$TENANT_ID" ]; then
    echo "❌ Tenant creation failed"
    echo "Response: $TENANT_RESPONSE"
    exit 1
fi

echo "✅ Tenant created: $TENANT_ID"

# 2. Import sales data using file upload
echo ""
echo "2. Importing sales data using file upload..."

IMPORT_RESPONSE=$(curl -s -w "\nHTTP_CODE:%{http_code}" -X POST "http://localhost:8000/api/v1/tenants/$TENANT_ID/sales/import" \
    -H "Authorization: Bearer $ACCESS_TOKEN" \
    -F "file=@test_sales_data.csv" \
    -F "file_format=csv")

HTTP_CODE=$(echo "$IMPORT_RESPONSE" | grep "HTTP_CODE:" | cut -d: -f2)
IMPORT_RESPONSE=$(echo "$IMPORT_RESPONSE" | sed '/HTTP_CODE:/d')

echo "Import HTTP Status Code: $HTTP_CODE"
echo "Import Response:"
echo "$IMPORT_RESPONSE" | python3 -m json.tool 2>/dev/null || echo "$IMPORT_RESPONSE"

if [ "$HTTP_CODE" = "200" ]; then
    echo "✅ Data import successful!"
else
    echo "❌ Data import failed"
    exit 1
fi

# 3. Test training with data
echo ""
echo "3. Testing training WITH imported sales data..."
TRAINING_RESPONSE=$(curl -s -X POST "http://localhost:8000/api/v1/tenants/$TENANT_ID/training/jobs" \
    -H "Content-Type: application/json" \
    -H "Authorization: Bearer $ACCESS_TOKEN" \
    -d '{}')

echo "Training Response:"
echo "$TRAINING_RESPONSE" | python3 -m json.tool 2>/dev/null || echo "$TRAINING_RESPONSE"

JOB_ID=$(echo "$TRAINING_RESPONSE" | python3 -c "
import json, sys
try:
    data = json.load(sys.stdin)
    print(data.get('job_id', ''))
except:
    pass
" 2>/dev/null)

if [ -n "$JOB_ID" ]; then
    echo "✅ Training job created with data: $JOB_ID"
    echo "⏳ Monitoring progress for 60 seconds..."
    
    for i in {1..12}; do
        sleep 5
        STATUS_RESPONSE=$(curl -s "http://localhost:8000/api/v1/tenants/$TENANT_ID/training/jobs/$JOB_ID/status" \
            -H "Authorization: Bearer $ACCESS_TOKEN" 2>/dev/null)
        
        STATUS=$(echo "$STATUS_RESPONSE" | python3 -c "
import json, sys
try:
    data = json.load(sys.stdin)
    print(data.get('status', 'unknown'))
except:
    print('error')
" 2>/dev/null)
        
        PROGRESS=$(echo "$STATUS_RESPONSE" | python3 -c "
import json, sys
try:
    data = json.load(sys.stdin)
    print(data.get('progress', 0))
except:
    print(0)
" 2>/dev/null)
        
        CURRENT_STEP=$(echo "$STATUS_RESPONSE" | python3 -c "
import json, sys
try:
    data = json.load(sys.stdin)
    print(data.get('current_step', 'unknown'))
except:
    print('unknown')
" 2>/dev/null)
        
        echo "[$i/12] Status: $STATUS | Progress: $PROGRESS% | Step: $CURRENT_STEP"
        
        if [ "$STATUS" = "completed" ] || [ "$STATUS" = "failed" ]; then
            echo ""
            echo "Final Status Response:"
            echo "$STATUS_RESPONSE" | python3 -m json.tool 2>/dev/null || echo "$STATUS_RESPONSE"
            
            if [ "$STATUS" = "completed" ]; then
                echo "✅ Training completed successfully!"
                
                # Test forecast endpoint
                echo ""
                echo "4. Testing forecast endpoint..."
                FORECAST_RESPONSE=$(curl -s -X POST "http://localhost:8000/api/v1/tenants/$TENANT_ID/forecasts" \
                    -H "Content-Type: application/json" \
                    -H "Authorization: Bearer $ACCESS_TOKEN" \
                    -d '{"product_name": "bread", "days_ahead": 7}')
                
                echo "Forecast Response:"
                echo "$FORECAST_RESPONSE" | python3 -m json.tool 2>/dev/null || echo "$FORECAST_RESPONSE"
                
            elif [ "$STATUS" = "failed" ]; then
                echo "❌ Training failed"
            fi
            break
        fi
    done
    
    if [ "$i" -eq 12 ]; then
        echo "⏰ Training still in progress after 60 seconds"
        echo "Final status check:"
        echo "$STATUS_RESPONSE" | python3 -m json.tool 2>/dev/null || echo "$STATUS_RESPONSE"
    fi
else
    echo "❌ No training job ID returned"
fi

echo ""
echo "🏁 Training with data test completed!"