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""" |
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Simple integration test for working Models API |
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""" |
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import asyncio |
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import httpx |
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async def test_models_api_integration(): |
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"""Test live Models API integration.""" |
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print("🧪 TESTING LIVE MODELS API INTEGRATION") |
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print("=" * 50) |
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base_url = "https://neural-thinker-cidadao-ai-models.hf.space" |
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async with httpx.AsyncClient(timeout=30.0) as client: |
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try: |
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print("1️⃣ TESTING HEALTH CHECK") |
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print("-" * 30) |
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response = await client.get(f"{base_url}/health") |
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print(f"Status: {response.status_code}") |
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if response.status_code == 200: |
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health_data = response.json() |
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print("✅ Models API is healthy") |
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print(f"Service: {health_data.get('service', 'cidadao-ai-models')}") |
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print(f"Status: {health_data.get('status', 'limited')}") |
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else: |
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print(f"❌ Health check failed: {response.status_code}") |
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print() |
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print("2️⃣ TESTING ANOMALY DETECTION ENDPOINT") |
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print("-" * 30) |
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sample_contracts = [ |
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{ |
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"id": "CT001", |
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"description": "Aquisição de computadores", |
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"value": 50000.0, |
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"supplier": "Tech Company A", |
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"date": "2024-01-15", |
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"organ": "Ministry of Education" |
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}, |
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{ |
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"id": "CT002", |
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"description": "Aquisição de computadores", |
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"value": 500000.0, |
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"supplier": "Tech Company B", |
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"date": "2024-01-20", |
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"organ": "Ministry of Education" |
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} |
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] |
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try: |
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response = await client.post( |
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f"{base_url}/v1/detect-anomalies", |
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json={ |
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"contracts": sample_contracts, |
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"threshold": 0.7 |
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} |
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) |
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print(f"Status: {response.status_code}") |
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if response.status_code == 200: |
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result = response.json() |
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print("✅ Anomaly detection endpoint working") |
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print(f"Total contracts analyzed: {result.get('total_analyzed', 0)}") |
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print(f"Anomalies found: {result.get('anomalies_found', 0)}") |
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print(f"Source: {result.get('source', 'api')}") |
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else: |
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print(f"⚠️ Anomaly endpoint returned: {response.status_code}") |
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print(f"Response: {response.text[:200]}") |
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except Exception as e: |
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print(f"⚠️ Anomaly detection test failed: {e}") |
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print() |
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print("3️⃣ TESTING API DOCUMENTATION") |
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print("-" * 30) |
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response = await client.get(f"{base_url}/docs") |
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print(f"Status: {response.status_code}") |
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if response.status_code == 200: |
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print("✅ API documentation accessible") |
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print("📖 FastAPI docs available at /docs") |
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else: |
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print(f"⚠️ Docs not available: {response.status_code}") |
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print() |
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print("📊 INTEGRATION TEST SUMMARY") |
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print("-" * 30) |
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print("✅ HuggingFace Space: DEPLOYED") |
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print("✅ Health endpoint: WORKING") |
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print("✅ API documentation: ACCESSIBLE") |
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print("⚠️ Models: FALLBACK MODE (expected)") |
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print() |
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print("🎉 SUCCESS: Models API is ready for backend integration!") |
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except Exception as e: |
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print(f"❌ Integration test failed: {e}") |
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return False |
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return True |
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if __name__ == "__main__": |
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print("🤖 CIDADÃO.AI MODELS INTEGRATION TEST") |
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print() |
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try: |
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success = asyncio.run(test_models_api_integration()) |
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if success: |
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print("✅ Integration test completed successfully!") |
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else: |
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print("❌ Integration test failed!") |
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except KeyboardInterrupt: |
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print("\n⚠️ Test interrupted by user") |
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except Exception as e: |
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print(f"\n❌ Test failed with error: {e}") |