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#!/usr/bin/env python3
"""
Test script for hybrid model loading
"""
import requests
import json
import time
def test_hybrid_api(base_url="https://aurasystems-spanish-embeddings-api.hf.space"):
"""Test the hybrid API"""
print(f"Testing hybrid API at {base_url}")
# Test health endpoint first
try:
response = requests.get(f"{base_url}/health")
print(f"✓ Health endpoint: {response.status_code}")
if response.status_code == 200:
health_data = response.json()
print(f" Startup models loaded: {health_data.get('startup_models_loaded', False)}")
print(f" Available models: {health_data.get('available_models', [])}")
print(f" Note: {health_data.get('note', 'N/A')}")
else:
print(f" Error: {response.text}")
except Exception as e:
print(f"✗ Health endpoint failed: {e}")
return False
# Test startup model (jina-v3)
try:
payload = {
"texts": ["Hola mundo", "Bonjour le monde"],
"model": "jina-v3",
"normalize": True
}
response = requests.post(f"{base_url}/embed", json=payload)
print(f"✓ Startup model (jina-v3): {response.status_code}")
if response.status_code == 200:
data = response.json()
print(f" Generated {data.get('num_texts', 0)} embeddings")
print(f" Dimensions: {data.get('dimensions', 0)}")
else:
print(f" Error: {response.text}")
except Exception as e:
print(f"✗ Startup model test failed: {e}")
# Test startup model (roberta-ca)
try:
payload = {
"texts": ["Bon dia", "Com estàs?"],
"model": "roberta-ca",
"normalize": True
}
response = requests.post(f"{base_url}/embed", json=payload)
print(f"✓ Startup model (roberta-ca): {response.status_code}")
if response.status_code == 200:
data = response.json()
print(f" Generated {data.get('num_texts', 0)} embeddings")
print(f" Dimensions: {data.get('dimensions', 0)}")
else:
print(f" Error: {response.text}")
except Exception as e:
print(f"✗ Startup model test failed: {e}")
# Test on-demand model (jina)
try:
payload = {
"texts": ["Texto en español"],
"model": "jina",
"normalize": True
}
response = requests.post(f"{base_url}/embed", json=payload)
print(f"✓ On-demand model (jina): {response.status_code}")
if response.status_code == 200:
data = response.json()
print(f" Generated {data.get('num_texts', 0)} embeddings")
print(f" Dimensions: {data.get('dimensions', 0)}")
else:
print(f" Error: {response.text}")
except Exception as e:
print(f"✗ On-demand model test failed: {e}")
# Check health again to see all models
try:
response = requests.get(f"{base_url}/health")
if response.status_code == 200:
health_data = response.json()
print(f"✓ Final health check:")
print(f" All models loaded: {health_data.get('all_models_loaded', False)}")
print(f" Available models: {health_data.get('available_models', [])}")
except Exception as e:
print(f"✗ Final health check failed: {e}")
return True
if __name__ == "__main__":
test_hybrid_api() |