feat: Remove test_api

test_api.py

@@ -1,148 +0,0 @@
-import requests
-import json
-import time
-
-BASE_URL = "http://localhost:7860"
-
-def test_health_check():
-    """Test health check endpoint"""
-    print("Testing health check...")
-    try:
-        response = requests.get(f"{BASE_URL}/health")
-        print(f"Status: {response.status_code}")
-        print(f"Response: {response.json()}")
-        return response.status_code == 200
-    except Exception as e:
-        print(f"Error: {e}")
-        return False
-
-def test_model_info():
-    """Test model info endpoint"""
-    print("\nTesting model info...")
-    try:
-        response = requests.get(f"{BASE_URL}/model_info")
-        print(f"Status: {response.status_code}")
-        print(f"Response: {response.json()}")
-        return response.status_code == 200
-    except Exception as e:
-        print(f"Error: {e}")
-        return False
-
-def test_single_prediction():
-    """Test single prediction endpoint"""
-    print("\nTesting single prediction...")
-    
-    user_data = {
-        "Umur": 25,
-        "Jenis Kelamin": "Laki-laki",
-        "Kota": "Jakarta",
-        "Frekuensi": "Sekali sebulan",
-        "Anggaran/Kunjungan (IDR)": 2000000,
-        "Kemauan Bepergian": "Domestik",
-        "Metode Pemesanan": "Aplikasi Seluler",
-        "Tujuan Utama": "Relaksasi",
-        "Yang Dicari": "Kecantikan"
-    }
-    
-    try:
-        response = requests.post(
-            f"{BASE_URL}/predict",
-            headers={"Content-Type": "application/json"},
-            data=json.dumps(user_data)
-        )
-        print(f"Status: {response.status_code}")
-        if response.status_code == 200:
-            result = response.json()
-            print(f"Prediction: {result['prediction']}")
-            print(f"Confidence: {result['confidence']:.4f}")
-            print("All probabilities:")
-            for activity, prob in result['all_probabilities'].items():
-                print(f"  {activity}: {prob:.4f}")
-        else:
-            print(f"Error: {response.json()}")
-        return response.status_code == 200
-    except Exception as e:
-        print(f"Error: {e}")
-        return False
-
-def test_invalid_request():
-    """Test API with invalid data"""
-    print("\nTesting invalid request...")
-    
-    # Missing required fields
-    invalid_data = {
-        "Umur": 25,
-        "Jenis Kelamin": "Laki-laki"
-        # Missing other required fields
-    }
-    
-    try:
-        response = requests.post(
-            f"{BASE_URL}/predict",
-            headers={"Content-Type": "application/json"},
-            data=json.dumps(invalid_data)
-        )
-        print(f"Status: {response.status_code}")
-        print(f"Response: {response.json()}")
-        return response.status_code == 400
-    except Exception as e:
-        print(f"Error: {e}")
-        return False
-
-def run_all_tests():
-    """Run all tests"""
-    print("=" * 60)
-    print("WELLNESS RECOMMENDATION API TESTS")
-    print("=" * 60)
-    
-    tests = [
-        ("Health Check", test_health_check),
-        ("Model Info", test_model_info),
-        ("Single Prediction", test_single_prediction),
-        ("Invalid Request", test_invalid_request)
-    ]
-    
-    results = []
-    for test_name, test_func in tests:
-        print(f"\n{'-' * 40}")
-        result = test_func()
-        results.append((test_name, result))
-        time.sleep(1)
-    
-    print(f"\n{'=' * 60}")
-    print("TEST RESULTS SUMMARY")
-    print(f"{'=' * 60}")
-    
-    for test_name, result in results:
-        status = "Passed" if result else "Failed"
-        print(f"{test_name:25} : {status}")
-    
-    passed = sum(1 for _, result in results if result)
-    total = len(results)
-    print(f"\nOverall: {passed}/{total} tests passed")
-
-if __name__ == "__main__":
-    print("Waiting for server to start...")
-    time.sleep(3)
-    
-    run_all_tests()
-    
-    print(f"\n{'=' * 60}")
-    print("POSTMAN TESTING GUIDE")
-    print(f"{'=' * 60}")
-    print(f"Base URL: {BASE_URL}")
-    print("\n1. GET /health - Check API health")
-    print("2. GET /model_info - Get model information")
-    print("3. POST /predict - Single prediction")
-    print("   Body (JSON):")
-    print(json.dumps({
-        "Umur": 25,
-        "Jenis Kelamin": "Laki-laki",
-        "Kota": "Jakarta",
-        "Frekuensi": "Sekali sebulan",
-        "Anggaran/Kunjungan (IDR)": 2000000,
-        "Kemauan Bepergian": "Domestik",
-        "Metode Pemesanan": "Aplikasi Seluler",
-        "Tujuan Utama": "Relaksasi",
-        "Yang Dicari": "Kecantikan"
-    }, indent=4))