New try
Browse files- TestAPI.py +95 -0
TestAPI.py
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import requests
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import json
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import os
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ROOT_API = "https://masumbhuiyan-myabsaservice.hf.space"
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def call_greets_json():
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headers = {"Content-Type": "application/json"}
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try:
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response = requests.get(ROOT_API + "/greet", json={}, headers=headers)
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response.raise_for_status()
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result = response.json()
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return {
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"status": "success",
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"response": result,
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"message": "Endpoint is working correctly"
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}
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except requests.exceptions.HTTPError as http_err:
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return {
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"status": "error",
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"error": f"HTTP error occurred: {str(http_err)}",
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"status_code": response.status_code
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}
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except requests.exceptions.RequestException as req_err:
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return {
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"status": "error",
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"error": f"Request error occurred: {str(req_err)}"
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}
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except json.JSONDecodeError:
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return {
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"status": "error",
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"error": "Invalid JSON response from API"
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}
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def call_predict_api(text: str, aspect: str) -> dict:
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payload = {
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"text": text,
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"aspect": aspect
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}
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headers = {
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"Content-Type": "application/json"
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}
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try:
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response = requests.post(ROOT_API + "/predict", json=payload, headers=headers)
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response.raise_for_status()
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result = response.json()
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return {
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"status": "success",
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"sentiment": result.get("sentiment"),
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"probabilities": result.get("probabilities"),
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"raw_response": result
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}
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except requests.exceptions.HTTPError as http_err:
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return {
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"status": "error",
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"error": f"HTTP error occurred: {str(http_err)}",
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"status_code": response.status_code
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}
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except requests.exceptions.RequestException as req_err:
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return {
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"status": "error",
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"error": f"Request error occurred: {str(req_err)}"
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}
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except json.JSONDecodeError:
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return {
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"status": "error",
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"error": "Invalid JSON response from API",
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"raw_response": response.text
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}
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if __name__ == "__main__":
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response = call_greets_json()
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print(response)
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# test_cases = [
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# {"text": "The food was great but the service was slow", "aspect": "food"},
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# {"text": "The ambiance is nice but very crowded", "aspect": "ambiance"}
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# ]
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# for case in test_cases:
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# result = call_predict_api(case["text"], case["aspect"])
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# print(f"\nInput: text='{case['text']}', aspect='{case['aspect']}'")
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# if result["status"] == "success":
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# print(f"Sentiment: {result['sentiment']}")
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# print(f"Probabilities: {result['probabilities']}")
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# else:
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# print(f"Error: {result['error']}")
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# if "status_code" in result:
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# print(f"Status Code: {result['status_code']}")
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# if "raw_response" in result:
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# print(f"Raw Response: {result['raw_response']}")
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