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#!/usr/bin/env python3
"""
Test the RAG API for <3 second response times
"""
import sys
import time
from pathlib import Path
# Add src to path
sys.path.insert(0, str(Path(__file__).parent.parent))
from src.rag.api_client import RAGAPIClient
def test_api_performance(api_url: str = "http://localhost:8000"):
"""Test API performance"""
print("="*70)
print("🧪 RAG API Performance Test")
print("="*70)
client = RAGAPIClient(base_url=api_url)
# Test 1: Health check
print("\n1. Health Check...")
health = client.health_check()
print(f" Status: {health.get('status', 'unknown')}")
if health.get("status") != "healthy":
print("❌ API is not healthy. Make sure it's deployed and running.")
return
# Test 2: Performance test
print("\n2. Performance Test (<3s target)...")
test_questions = [
"What are the three product tiers?",
"What is the Year 3 premium volume?",
"What coverage does the Standard tier include?",
]
results = []
for i, question in enumerate(test_questions, 1):
print(f"\n Query {i}: {question[:50]}...")
start = time.time()
result = client.query(question)
elapsed = time.time() - start
if result.get("success"):
total_time = result.get("total_time", elapsed)
retrieval = result.get("retrieval_time", 0)
generation = result.get("generation_time", 0)
status = "✅" if total_time < 3.0 else "⚠️"
print(f" {status} Total: {total_time:.2f}s (Retrieval: {retrieval:.2f}s, Generation: {generation:.2f}s)")
if total_time < 3.0:
print(f" ✅ Meets <3s target!")
else:
print(f" ⚠️ Exceeds 3s target by {total_time - 3.0:.2f}s")
results.append({
"question": question,
"total_time": total_time,
"retrieval_time": retrieval,
"generation_time": generation,
"success": True
})
else:
print(f" ❌ Failed: {result.get('error', 'Unknown error')}")
results.append({"success": False})
# Summary
print("\n" + "="*70)
print("📊 Performance Summary")
print("="*70)
successful = [r for r in results if r.get("success")]
if successful:
avg_time = sum(r["total_time"] for r in successful) / len(successful)
fastest = min(r["total_time"] for r in successful)
slowest = max(r["total_time"] for r in successful)
print(f"Average response time: {avg_time:.2f}s")
print(f"Fastest: {fastest:.2f}s")
print(f"Slowest: {slowest:.2f}s")
print(f"Target: <3.0s")
if avg_time < 3.0:
print("\n🎉 API meets performance target!")
else:
print(f"\n⚠️ API exceeds target by {avg_time - 3.0:.2f}s on average")
print("\n" + "="*70)
if __name__ == "__main__":
import argparse
parser = argparse.ArgumentParser(description="Test RAG API performance")
parser.add_argument(
"--url",
default="http://localhost:8000",
help="API URL (default: http://localhost:8000)"
)
args = parser.parse_args()
test_api_performance(args.url)
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