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"""
API Testing Script for Lovebird Reply Generator
This script helps you test the deployed Hugging Face Space API.
Usage:
python test_api.py --space_url https://your-space-name.hf.space
"""
import argparse
import requests
import json
from typing import Dict, Any
def test_intent_api(space_url: str, text: str):
"""Test Intent classification API"""
api_url = f"{space_url}/api/intent"
response = requests.post(api_url, json={"data": [text]})
if response.status_code == 200:
result = response.json()
print("\n✅ Intent API Response:")
print(json.dumps(result, indent=2, ensure_ascii=False))
return result
else:
print(f"\n❌ Intent API Error: {response.status_code}")
print(response.text)
return None
def test_tone_api(space_url: str, text: str):
"""Test Tone classification API"""
api_url = f"{space_url}/api/tone"
response = requests.post(api_url, json={"data": [text]})
if response.status_code == 200:
result = response.json()
print("\n✅ Tone API Response:")
print(json.dumps(result, indent=2, ensure_ascii=False))
return result
else:
print(f"\n❌ Tone API Error: {response.status_code}")
print(response.text)
return None
def test_reply_api(space_url: str, conversation: str):
"""Test Reply Suggestion API"""
api_url = f"{space_url}/api/reply"
response = requests.post(api_url, json={"data": [conversation]})
if response.status_code == 200:
result = response.json()
print("\n✅ Reply Suggestion API Response:")
print(json.dumps(result, indent=2, ensure_ascii=False))
return result
else:
print(f"\n❌ Reply API Error: {response.status_code}")
print(response.text)
return None
def test_gradio_api(space_url: str, conversation: str, fn_index: int = 2):
"""Test using Gradio API endpoint"""
api_url = f"{space_url}/api/predict"
payload = {
"data": [conversation],
"fn_index": fn_index # 2 = Reply Suggestion tab
}
response = requests.post(api_url, json=payload)
if response.status_code == 200:
result = response.json()
print("\n✅ Gradio API Response:")
print(json.dumps(result, indent=2, ensure_ascii=False))
return result
else:
print(f"\n❌ Gradio API Error: {response.status_code}")
print(response.text)
return None
def main():
parser = argparse.ArgumentParser(description="Test Lovebird API endpoints")
parser.add_argument(
"--space_url",
type=str,
required=True,
help="URL of your Hugging Face Space (e.g., https://your-space-name.hf.space)"
)
parser.add_argument(
"--test_conversation",
type=str,
default="Tối nay anh có lịch đột xuất. ||| Thế mai được không?",
help="Conversation to test (format: 'male ||| female')"
)
parser.add_argument(
"--test_text",
type=str,
default="Tối nay anh có lịch đột xuất. ||| Thế mai được không?",
help="Text to test for intent/tone"
)
args = parser.parse_args()
print("=" * 60)
print("Testing Lovebird API")
print("=" * 60)
print(f"Space URL: {args.space_url}")
print(f"Test conversation: {args.test_conversation}")
print()
# Test 1: Intent API
print("=" * 60)
print("Test 1: Intent Classification")
print("=" * 60)
intent_result = test_intent_api(args.space_url, args.test_text)
# Test 2: Tone API
print("\n" + "=" * 60)
print("Test 2: Tone Classification")
print("=" * 60)
tone_result = test_tone_api(args.space_url, args.test_text)
# Test 3: Reply Suggestion API
print("\n" + "=" * 60)
print("Test 3: Reply Suggestion (Direct API)")
print("=" * 60)
reply_result = test_reply_api(args.space_url, args.test_conversation)
# Test 4: Gradio API (alternative)
print("\n" + "=" * 60)
print("Test 4: Reply Suggestion (Gradio API)")
print("=" * 60)
gradio_result = test_gradio_api(args.space_url, args.test_conversation)
# Summary
print("\n" + "=" * 60)
print("Test Summary")
print("=" * 60)
print(f"Intent API: {'✅ PASS' if intent_result else '❌ FAIL'}")
print(f"Tone API: {'✅ PASS' if tone_result else '❌ FAIL'}")
print(f"Reply API: {'✅ PASS' if reply_result else '❌ FAIL'}")
print(f"Gradio API: {'✅ PASS' if gradio_result else '❌ FAIL'}")
# Show generated reply if available
if reply_result and "data" in reply_result:
reply_data = reply_result["data"][0] if isinstance(reply_result["data"], list) else reply_result["data"]
if isinstance(reply_data, list) and len(reply_data) > 1:
suggestion = reply_data[1] # Second element is the suggestion text
print(f"\n💬 Generated Reply: {suggestion}")
if __name__ == "__main__":
main()
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