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"""
Test script for POST /recommendations/check endpoint
Tests the new endpoint that checks user data and provides category-specific recommendations
"""
import requests
import json
from datetime import datetime
# Update this to your API URL
# For local: http://localhost:8000 (requires server running)
# For Hugging Face: https://logicgoinfotechspaces-smart-budget-recommendation.hf.space
BASE_URL = "https://logicgoinfotechspaces-smart-budget-recommendation.hf.space"
# Test data from find_user_with_data.py
TEST_USER_ID = "6741abd38d30ab5b7176397f"
TEST_CATEGORY_ID = "6741abd38d30ab5b71763984"
def test_recommendations_check_with_data():
"""Test POST /recommendations/check with user that has previous data"""
print("=" * 60)
print("Test 1: POST /recommendations/check (User with Previous Data)")
print("=" * 60)
try:
request_body = {
"user_id": TEST_USER_ID,
"category_id": TEST_CATEGORY_ID
}
print(f"\nRequest Body:")
print(json.dumps(request_body, indent=2))
response = requests.post(
f"{BASE_URL}/recommendations/check",
json=request_body,
headers={"Content-Type": "application/json"}
)
print(f"\nStatus Code: {response.status_code}")
if response.status_code == 200:
result = response.json()
print(f"\nResponse:")
print(json.dumps(result, indent=2))
if result.get("has_previous_data"):
print("\n[OK] User has previous data")
if result.get("recommendations"):
print(f"[OK] Found {len(result['recommendations'])} recommendation(s)")
for rec in result["recommendations"]:
print(f"\n Category: {rec.get('category')}")
print(f" Category ID: {rec.get('category_id')}")
print(f" Average Expense: Rs.{rec.get('average_expense', 0):,.2f}")
print(f" Recommended Budget: Rs.{rec.get('recommended_budget', 0):,.2f}")
print(f" Confidence: {rec.get('confidence', 0)*100:.1f}%")
print(f" Action: {rec.get('action', 'N/A')}")
print(f" Reason: {rec.get('reason', 'N/A')}")
else:
print("[WARNING] No recommendations returned")
else:
print("\n[INFO] User does not have previous data")
print(f"Message: {result.get('message', 'N/A')}")
return response.status_code == 200
else:
print(f"\n[ERROR] Request failed")
print(f"Response: {response.text}")
return False
except Exception as e:
print(f"\n[ERROR] Exception: {e}")
import traceback
traceback.print_exc()
return False
def test_recommendations_check_with_budget_amount():
"""Test POST /recommendations/check with budget_amount provided"""
print("\n" + "=" * 60)
print("Test 2: POST /recommendations/check (With Budget Amount)")
print("=" * 60)
try:
request_body = {
"user_id": TEST_USER_ID,
"category_id": TEST_CATEGORY_ID,
"budget_amount": 10000.0
}
print(f"\nRequest Body:")
print(json.dumps(request_body, indent=2))
response = requests.post(
f"{BASE_URL}/recommendations/check",
json=request_body,
headers={"Content-Type": "application/json"}
)
print(f"\nStatus Code: {response.status_code}")
if response.status_code == 200:
result = response.json()
print(f"\nResponse:")
print(json.dumps(result, indent=2))
if result.get("recommendations"):
print(f"\n[OK] Generated {len(result['recommendations'])} recommendation(s) based on budget_amount")
for rec in result["recommendations"]:
print(f"\n Category: {rec.get('category')}")
print(f" Category ID: {rec.get('category_id')}")
print(f" Average Expense: Rs.{rec.get('average_expense', 0):,.2f}")
print(f" Recommended Budget: Rs.{rec.get('recommended_budget', 0):,.2f}")
print(f" Confidence: {rec.get('confidence', 0)*100:.1f}%")
print(f" Action: {rec.get('action', 'N/A')}")
print(f" Reason: {rec.get('reason', 'N/A')}")
else:
print("\n[WARNING] No recommendations returned even with budget_amount")
return response.status_code == 200
else:
print(f"\n[ERROR] Request failed")
print(f"Response: {response.text}")
return False
except Exception as e:
print(f"\n[ERROR] Exception: {e}")
import traceback
traceback.print_exc()
return False
def test_recommendations_check_new_user():
"""Test POST /recommendations/check with a new user (no previous data)"""
print("\n" + "=" * 60)
print("Test 3: POST /recommendations/check (New User - No Previous Data)")
print("=" * 60)
try:
request_body = {
"user_id": "000000000000000000000000", # Non-existent user
"category_id": TEST_CATEGORY_ID
}
print(f"\nRequest Body:")
print(json.dumps(request_body, indent=2))
response = requests.post(
f"{BASE_URL}/recommendations/check",
json=request_body,
headers={"Content-Type": "application/json"}
)
print(f"\nStatus Code: {response.status_code}")
if response.status_code == 200:
result = response.json()
print(f"\nResponse:")
print(json.dumps(result, indent=2))
if not result.get("has_previous_data"):
print("\n[OK] Correctly identified user has no previous data")
print(f"Message: {result.get('message', 'N/A')}")
else:
print("\n[WARNING] User was identified as having data (unexpected)")
return response.status_code == 200
else:
print(f"\n[ERROR] Request failed")
print(f"Response: {response.text}")
return False
except Exception as e:
print(f"\n[ERROR] Exception: {e}")
import traceback
traceback.print_exc()
return False
def test_recommendations_check_new_user_with_budget():
"""Test POST /recommendations/check with new user but with budget_amount"""
print("\n" + "=" * 60)
print("Test 4: POST /recommendations/check (New User with Budget Amount)")
print("=" * 60)
try:
request_body = {
"user_id": "000000000000000000000000", # Non-existent user
"category_id": TEST_CATEGORY_ID,
"budget_amount": 5000.0
}
print(f"\nRequest Body:")
print(json.dumps(request_body, indent=2))
response = requests.post(
f"{BASE_URL}/recommendations/check",
json=request_body,
headers={"Content-Type": "application/json"}
)
print(f"\nStatus Code: {response.status_code}")
if response.status_code == 200:
result = response.json()
print(f"\nResponse:")
print(json.dumps(result, indent=2))
if result.get("recommendations"):
print(f"\n[OK] Generated recommendation for new user based on budget_amount")
for rec in result["recommendations"]:
print(f"\n Category: {rec.get('category')}")
print(f" Category ID: {rec.get('category_id')}")
print(f" Average Expense: Rs.{rec.get('average_expense', 0):,.2f}")
print(f" Recommended Budget: Rs.{rec.get('recommended_budget', 0):,.2f}")
print(f" Confidence: {rec.get('confidence', 0)*100:.1f}%")
print(f" Action: {rec.get('action', 'N/A')}")
print(f" Reason: {rec.get('reason', 'N/A')}")
else:
print("\n[WARNING] No recommendations returned even with budget_amount")
return response.status_code == 200
else:
print(f"\n[ERROR] Request failed")
print(f"Response: {response.text}")
return False
except Exception as e:
print(f"\n[ERROR] Exception: {e}")
import traceback
traceback.print_exc()
return False
if __name__ == "__main__":
print("\n" + "=" * 60)
print("Smart Budget Recommendation API - Test Suite")
print("POST /recommendations/check Endpoint Tests")
print("=" * 60)
print(f"\nBase URL: {BASE_URL}")
print(f"Test User ID: {TEST_USER_ID}")
print(f"Test Category ID: {TEST_CATEGORY_ID}")
print("\nTesting against Hugging Face deployment")
print("(For local testing, change BASE_URL to http://localhost:8000 and start server with: uvicorn app.main:app --reload)\n")
results = []
# Run all tests
results.append(("User with Previous Data", test_recommendations_check_with_data()))
results.append(("With Budget Amount", test_recommendations_check_with_budget_amount()))
results.append(("New User (No Data)", test_recommendations_check_new_user()))
results.append(("New User with Budget Amount", test_recommendations_check_new_user_with_budget()))
# Summary
print("\n" + "=" * 60)
print("Test Summary")
print("=" * 60)
for test_name, passed in results:
status = "[PASS]" if passed else "[FAIL]"
print(f"{status} - {test_name}")
passed_count = sum(1 for _, passed in results if passed)
print(f"\nTotal: {passed_count}/{len(results)} tests passed")
print("\n" + "=" * 60)
print("API Documentation available at:")
print(f" - Swagger UI: {BASE_URL}/docs")
print(f" - ReDoc: {BASE_URL}/redoc")
print("=" * 60)
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