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#!/usr/bin/env python3
"""Test Space API with tool calls and JSON format."""
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_tool_calls():
"""Test tool calls functionality."""
print("=" * 60)
print("Test: Tool Calls")
print("=" * 60)
try:
payload = {
"model": "dragon-llm-open-finance",
"messages": [
{
"role": "user",
"content": "Calcule la valeur future de 10000€ à 5% sur 10 ans en utilisant l'outil calculer_valeur_future"
}
],
"tools": [
{
"type": "function",
"function": {
"name": "calculer_valeur_future",
"description": "Calcule la valeur future d'un capital avec intérêts composés",
"parameters": {
"type": "object",
"properties": {
"capital_initial": {
"type": "number",
"description": "Capital initial en euros"
},
"taux": {
"type": "number",
"description": "Taux d'intérêt annuel (ex: 0.05 pour 5%)"
},
"duree": {
"type": "number",
"description": "Durée en années"
}
},
"required": ["capital_initial", "taux", "duree"]
}
}
}
],
"tool_choice": "auto",
"temperature": 0.7,
"max_tokens": 200
}
print(f"Request: tool_choice='auto', tools provided")
response = requests.post(
f"{API_BASE}/chat/completions",
json=payload,
timeout=120
)
print(f"Status Code: {response.status_code}")
if response.status_code == 200:
data = response.json()
print(f"✅ Tool calls request accepted")
if "choices" in data and len(data["choices"]) > 0:
message = data["choices"][0]["message"]
if "tool_calls" in message and message["tool_calls"]:
print(f"✅ Tool calls found: {len(message['tool_calls'])}")
for i, tool_call in enumerate(message["tool_calls"]):
print(f" Tool call {i+1}:")
print(f" ID: {tool_call.get('id', 'N/A')}")
print(f" Function: {tool_call.get('function', {}).get('name', 'N/A')}")
print(f" Arguments: {tool_call.get('function', {}).get('arguments', 'N/A')[:100]}...")
return True
else:
print(f"⚠️ No tool_calls in response")
print(f" Content: {message.get('content', '')[:200]}...")
return False
return True
else:
print(f"❌ Tool calls test failed: {response.status_code}")
print(f"Response: {response.text}")
return False
except Exception as e:
print(f"❌ Tool calls test error: {e}")
import traceback
traceback.print_exc()
return False
def test_tool_choice_required():
"""Test tool_choice='required' with tools."""
print("\n" + "=" * 60)
print("Test: tool_choice='required' with Tools")
print("=" * 60)
try:
payload = {
"model": "dragon-llm-open-finance",
"messages": [
{
"role": "user",
"content": "Utilise l'outil pour calculer 10000€ à 5% sur 10 ans"
}
],
"tools": [
{
"type": "function",
"function": {
"name": "calculer_valeur_future",
"description": "Calcule la valeur future",
"parameters": {
"type": "object",
"properties": {
"capital_initial": {"type": "number"},
"taux": {"type": "number"},
"duree": {"type": "number"}
},
"required": ["capital_initial", "taux", "duree"]
}
}
}
],
"tool_choice": "required", # This should not cause 422 error
"temperature": 0.7,
"max_tokens": 200
}
print(f"Request: tool_choice='required'")
response = requests.post(
f"{API_BASE}/chat/completions",
json=payload,
timeout=120
)
print(f"Status Code: {response.status_code}")
if response.status_code == 200:
print(f"✅ tool_choice='required' accepted (no 422 error)")
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: {response.status_code}")
return False
except Exception as e:
print(f"❌ Error: {e}")
return False
def test_response_format_json():
"""Test response_format with JSON output."""
print("\n" + "=" * 60)
print("Test: response_format JSON")
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 avec la clé 'nombre'"
}
],
"response_format": {"type": "json_object"},
"temperature": 0.7,
"max_tokens": 100
}
print(f"Request: response_format={{'type': 'json_object'}}")
response = requests.post(
f"{API_BASE}/chat/completions",
json=payload,
timeout=120
)
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 (first 200 chars): {content[:200]}")
# Try to parse as JSON
try:
# Remove reasoning tags if present
cleaned = content
if "<think>" in cleaned.lower():
# Try to extract JSON after reasoning
if "}" in cleaned:
brace_pos = cleaned.find('{')
if brace_pos != -1:
cleaned = cleaned[brace_pos:]
json_data = json.loads(cleaned)
print(f"✅ Response is valid JSON: {json_data}")
return True
except json.JSONDecodeError as e:
print(f"⚠️ Response is not valid JSON: {e}")
print(f" Full content: {content[:500]}")
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"❌ Error: {e}")
import traceback
traceback.print_exc()
return False
def main():
"""Run all tests."""
print("\n" + "=" * 60)
print("SPACE API TESTS - TOOLS AND JSON FORMAT")
print("=" * 60)
print(f"Testing Space: {SPACE_URL}")
print()
results = []
results.append(("Tool Calls (auto)", test_tool_calls()))
results.append(("tool_choice='required'", test_tool_choice_required()))
results.append(("response_format JSON", test_response_format_json()))
# 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")
return passed == total
if __name__ == "__main__":
success = main()
exit(0 if success else 1)
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