Start fixing forecast service API 7

tests/test_onboarding_flow.sh

@@ -563,31 +563,73 @@ echo ""
 # STEP 5: ONBOARDING COMPLETION (DASHBOARD ACCESS)
 # =================================================================
 
-echo -e "${STEP_ICONS[4]} ${PURPLE}STEP 5: ONBOARDING COMPLETION${NC}"
-echo "Simulating completion and dashboard access"
-echo ""
-
 log_step "5.1. Testing basic dashboard functionality"
 
-# Use a real product name from our CSV for forecasting
-FIRST_PRODUCT=$(echo "$REAL_PRODUCTS" | sed 's/"//g' | cut -d',' -f1)
-    
-FORECAST_RESPONSE=$(curl -s -X POST "$API_BASE/api/v1/tenants/$TENANT_ID/forecasts/single" \
+# Get a real product name from CSV (fix the product extraction)
+FIRST_PRODUCT=$(head -2 "$REAL_CSV_FILE" | tail -1 | cut -d',' -f3 | sed 's/"//g' | head -1)
+
+if [ -z "$FIRST_PRODUCT" ]; then
+    FIRST_PRODUCT="Pan Integral"  # Fallback product name
+    log_warning "Could not extract product from CSV, using fallback: $FIRST_PRODUCT"
+else
+    log_success "Using product from CSV: $FIRST_PRODUCT"
+fi
+
+# CORRECTED forecast request with proper schema
+FORECAST_REQUEST="{
+    \"product_name\": \"$FIRST_PRODUCT\",
+    \"forecast_date\": \"2025-07-30\",
+    \"forecast_days\": 1,
+    \"location\": \"madrid_centro\",
+    \"confidence_level\": 0.85
+}"
+
+echo "Forecast Request:"
+echo "$FORECAST_REQUEST" | python3 -m json.tool
+
+# Make the API call
+FORECAST_RESPONSE=$(curl -s -w "\nHTTP_CODE:%{http_code}" -X POST "$API_BASE/api/v1/tenants/$TENANT_ID/forecasts/single" \
     -H "Content-Type: application/json" \
     -H "Authorization: Bearer $ACCESS_TOKEN" \
-    -d "{
-        \"product_name\": [\"$FIRST_PRODUCT\"],
-        \"forecast_date\": "2025-11-30",
-        \"forecast_days\": 1,
-        \"date\": \"2025-09-15\",
-        \"location\": \"madrid_centro\",
-        \"confidence_level\": 0.85
-        }")
-    
-if echo "$FORECAST_RESPONSE" | grep -q '"predictions"\|"forecast"'; then
-    log_success "Forecasting service is accessible"
+    -d "$FORECAST_REQUEST")
+
+# Extract HTTP code and response
+HTTP_CODE=$(echo "$FORECAST_RESPONSE" | grep "HTTP_CODE:" | cut -d: -f2)
+FORECAST_RESPONSE=$(echo "$FORECAST_RESPONSE" | sed '/HTTP_CODE:/d')
+
+echo "Forecast HTTP Status: $HTTP_CODE"
+echo "Forecast Response:"
+echo "$FORECAST_RESPONSE" | python3 -m json.tool 2>/dev/null || echo "$FORECAST_RESPONSE"
+
+# Validate response
+if [ "$HTTP_CODE" = "200" ]; then
+    if echo "$FORECAST_RESPONSE" | grep -q '"predicted_demand"\|"id"'; then
+        log_success "Forecasting service is working correctly"
+        
+        # Extract key values for validation
+        PREDICTED_DEMAND=$(extract_json_field "$FORECAST_RESPONSE" "predicted_demand")
+        CONFIDENCE_LOWER=$(extract_json_field "$FORECAST_RESPONSE" "confidence_lower")
+        CONFIDENCE_UPPER=$(extract_json_field "$FORECAST_RESPONSE" "confidence_upper")
+        
+        if [ -n "$PREDICTED_DEMAND" ]; then
+            echo "  Predicted Demand: $PREDICTED_DEMAND"
+            echo "  Confidence Range: [$CONFIDENCE_LOWER, $CONFIDENCE_UPPER]"
+        fi
+    else
+        log_error "Forecast response missing expected fields"
+        echo "Response: $FORECAST_RESPONSE"
+    fi
+elif [ "$HTTP_CODE" = "422" ]; then
+    log_error "Forecast request validation failed"
+    echo "Validation errors: $FORECAST_RESPONSE"
+elif [ "$HTTP_CODE" = "404" ]; then
+    log_warning "Forecast endpoint not found - check API routing"
+elif [ "$HTTP_CODE" = "500" ]; then
+    log_error "Internal server error in forecasting service"
+    echo "Error details: $FORECAST_RESPONSE"
 else
-    log_warning "Forecasting may not be ready yet (model training required)"
+    log_warning "Forecasting may not be ready yet (HTTP $HTTP_CODE)"
+    echo "Response: $FORECAST_RESPONSE"
 fi
 
 echo ""