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#!/usr/bin/env python3
"""
Test script for FRED ML analytics functionality
"""
import sys
import os
sys.path.append(os.path.dirname(os.path.abspath(__file__)))
def test_imports():
"""Test if all required modules can be imported"""
try:
from src.core.enhanced_fred_client import EnhancedFREDClient
print("✅ EnhancedFREDClient import: PASSED")
from src.analysis.comprehensive_analytics import ComprehensiveAnalytics
print("✅ ComprehensiveAnalytics import: PASSED")
from src.analysis.economic_forecasting import EconomicForecaster
print("✅ EconomicForecaster import: PASSED")
from src.analysis.economic_segmentation import EconomicSegmentation
print("✅ EconomicSegmentation import: PASSED")
from src.analysis.statistical_modeling import StatisticalModeling
print("✅ StatisticalModeling import: PASSED")
return True
except Exception as e:
print(f"❌ Import test: FAILED ({e})")
return False
def test_fred_client():
"""Test FRED client functionality"""
try:
from src.core.enhanced_fred_client import EnhancedFREDClient
client = EnhancedFREDClient("acf8bbec7efe3b6dfa6ae083e7152314")
# Test basic functionality - check for the correct method names
if hasattr(client, 'fetch_economic_data') and hasattr(client, 'fetch_quarterly_data'):
print("✅ FRED Client structure: PASSED")
return True
else:
print("❌ FRED Client structure: FAILED")
return False
except Exception as e:
print(f"❌ FRED Client test: FAILED ({e})")
return False
def test_analytics_structure():
"""Test analytics module structure"""
try:
from src.analysis.comprehensive_analytics import ComprehensiveAnalytics
# Test if the class has required methods
analytics = ComprehensiveAnalytics("acf8bbec7efe3b6dfa6ae083e7152314")
required_methods = [
'run_complete_analysis',
'_run_statistical_analysis',
'_run_forecasting_analysis',
'_run_segmentation_analysis',
'_extract_insights'
]
for method in required_methods:
if hasattr(analytics, method):
print(f"✅ Method {method}: PASSED")
else:
print(f"❌ Method {method}: FAILED")
return False
return True
except Exception as e:
print(f"❌ Analytics structure test: FAILED ({e})")
return False
def test_config():
"""Test configuration loading"""
try:
# Test if config can be loaded
import os
fred_key = os.getenv('FRED_API_KEY', 'acf8bbec7efe3b6dfa6ae083e7152314')
if fred_key and len(fred_key) > 10:
print("✅ Configuration loading: PASSED")
return True
else:
print("❌ Configuration loading: FAILED")
return False
except Exception as e:
print(f"❌ Configuration test: FAILED ({e})")
return False
def main():
"""Run all analytics tests"""
print("🧪 Testing FRED ML Analytics...")
print("=" * 50)
tests = [
("Module Imports", test_imports),
("FRED Client", test_fred_client),
("Analytics Structure", test_analytics_structure),
("Configuration", test_config),
]
passed = 0
total = len(tests)
for test_name, test_func in tests:
print(f"\n🔍 Testing: {test_name}")
if test_func():
passed += 1
print("\n" + "=" * 50)
print(f"📊 Analytics Test Results: {passed}/{total} tests passed")
if passed == total:
print("🎉 All analytics tests passed! The analytics modules are working correctly.")
return 0
else:
print("⚠️ Some analytics tests failed. Check the module imports and structure.")
return 1
if __name__ == "__main__":
sys.exit(main()) |