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#!/usr/bin/env python3
"""Basic tests for the Hugging Face Space API."""
import requests
import json
import time
from typing import Dict, Any
SPACE_URL = "https://jeanbaptdzd-open-finance-llm-8b.hf.space"
API_BASE = f"{SPACE_URL}/v1"
def test_health():
"""Test if the Space is accessible."""
print("=" * 60)
print("Test 1: Health Check")
print("=" * 60)
try:
response = requests.get(f"{SPACE_URL}/health", timeout=10)
print(f"Status Code: {response.status_code}")
if response.status_code == 200:
print(f"Response: {response.json()}")
print("✅ Health check passed")
return True
else:
print(f"❌ Health check failed: {response.status_code}")
return False
except Exception as e:
print(f"❌ Health check error: {e}")
return False
def test_list_models():
"""Test listing available models."""
print("\n" + "=" * 60)
print("Test 2: List Models")
print("=" * 60)
try:
response = requests.get(f"{API_BASE}/models", timeout=10)
print(f"Status Code: {response.status_code}")
if response.status_code == 200:
data = response.json()
print(f"Response: {json.dumps(data, indent=2)}")
print("✅ List models passed")
return True
else:
print(f"❌ List models failed: {response.status_code}")
print(f"Response: {response.text}")
return False
except Exception as e:
print(f"❌ List models error: {e}")
return False
def test_simple_chat():
"""Test basic chat completion."""
print("\n" + "=" * 60)
print("Test 3: Simple Chat Completion")
print("=" * 60)
try:
payload = {
"model": "dragon-llm-open-finance",
"messages": [
{"role": "user", "content": "Bonjour, dis-moi simplement 'test réussi'"}
],
"temperature": 0.7,
"max_tokens": 50
}
print(f"Request: {json.dumps(payload, indent=2, ensure_ascii=False)}")
response = requests.post(
f"{API_BASE}/chat/completions",
json=payload,
timeout=120 # Increased timeout for model loading/generation
)
print(f"Status Code: {response.status_code}")
if response.status_code == 200:
data = response.json()
print(f"Response: {json.dumps(data, indent=2, ensure_ascii=False)}")
if "choices" in data and len(data["choices"]) > 0:
content = data["choices"][0]["message"].get("content", "")
print(f"\n✅ Chat completion passed")
print(f"Generated text: {content[:100]}...")
return True
else:
print("❌ No choices in response")
return False
else:
print(f"❌ Chat completion failed: {response.status_code}")
print(f"Response: {response.text}")
return False
except Exception as e:
print(f"❌ Chat completion error: {e}")
import traceback
traceback.print_exc()
return False
def test_tool_choice_required():
"""Test tool_choice='required' (our fix)."""
print("\n" + "=" * 60)
print("Test 4: tool_choice='required' (Fix Verification)")
print("=" * 60)
try:
payload = {
"model": "dragon-llm-open-finance",
"messages": [
{"role": "user", "content": "Dis bonjour"}
],
"tools": [
{
"type": "function",
"function": {
"name": "say_hello",
"description": "Say hello",
"parameters": {
"type": "object",
"properties": {
"name": {
"type": "string",
"description": "Name to greet"
}
}
}
}
}
],
"tool_choice": "required", # This should not cause 422 error anymore
"temperature": 0.7,
"max_tokens": 100
}
print(f"Request: tool_choice='required'")
response = requests.post(
f"{API_BASE}/chat/completions",
json=payload,
timeout=120 # Increased timeout for model loading/generation
)
print(f"Status Code: {response.status_code}")
if response.status_code == 200:
data = response.json()
print(f"✅ tool_choice='required' accepted (no 422 error)")
print(f"Response keys: {list(data.keys())}")
return True
elif response.status_code == 422:
print(f"❌ Still getting 422 error with tool_choice='required'")
print(f"Response: {response.text}")
return False
else:
print(f"⚠️ Unexpected status code: {response.status_code}")
print(f"Response: {response.text}")
return False
except Exception as e:
print(f"❌ tool_choice test error: {e}")
import traceback
traceback.print_exc()
return False
def test_response_format():
"""Test response_format for structured outputs (our fix)."""
print("\n" + "=" * 60)
print("Test 5: response_format (Fix Verification)")
print("=" * 60)
try:
payload = {
"model": "dragon-llm-open-finance",
"messages": [
{"role": "user", "content": "Donne-moi un nombre aléatoire entre 1 et 10 au format JSON: {\"nombre\": X}"}
],
"response_format": {"type": "json_object"},
"temperature": 0.7,
"max_tokens": 50
}
print(f"Request: response_format={{'type': 'json_object'}}")
response = requests.post(
f"{API_BASE}/chat/completions",
json=payload,
timeout=120 # Increased timeout for model loading/generation
)
print(f"Status Code: {response.status_code}")
if response.status_code == 200:
data = response.json()
print(f"✅ response_format accepted")
if "choices" in data and len(data["choices"]) > 0:
content = data["choices"][0]["message"].get("content", "")
print(f"Generated content: {content}")
# Try to parse as JSON
try:
json.loads(content)
print("✅ Response is valid JSON")
return True
except json.JSONDecodeError:
print("⚠️ Response format requested but content is not JSON")
return False
return True
else:
print(f"❌ response_format test failed: {response.status_code}")
print(f"Response: {response.text}")
return False
except Exception as e:
print(f"❌ response_format test error: {e}")
import traceback
traceback.print_exc()
return False
def main():
"""Run all tests."""
print("\n" + "=" * 60)
print("BASIC SPACE API TESTS")
print("=" * 60)
print(f"Testing Space: {SPACE_URL}")
print(f"API Base: {API_BASE}")
print()
results = []
# Wait a bit for Space to be ready
print("Waiting 5 seconds for Space to be ready...")
time.sleep(5)
results.append(("Health Check", test_health()))
results.append(("List Models", test_list_models()))
results.append(("Simple Chat", test_simple_chat()))
results.append(("tool_choice='required'", test_tool_choice_required()))
results.append(("response_format", test_response_format()))
# Summary
print("\n" + "=" * 60)
print("TEST SUMMARY")
print("=" * 60)
passed = sum(1 for _, result in results if result)
total = len(results)
for test_name, result in results:
status = "✅ PASS" if result else "❌ FAIL"
print(f"{status}: {test_name}")
print(f"\nTotal: {passed}/{total} tests passed")
if passed == total:
print("\n🎉 All tests passed!")
else:
print(f"\n⚠️ {total - passed} test(s) failed")
return passed == total
if __name__ == "__main__":
success = main()
exit(0 if success else 1)
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