mirror of
https://github.com/Hestia-Homes/Model.git
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44 lines
1.8 KiB
Python
44 lines
1.8 KiB
Python
import requests
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from requests.exceptions import RequestException
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from utils.logger import setup_logger
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logger = setup_logger()
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class SAPChangeModelAPI:
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def __init__(self, base_url="https://api.dev.hestia.homes"):
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self.base_url = base_url
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def predict(self, file_location, property_id="", portfolio_id=4, created_at=None):
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"""Makes a POST request to the SAP Change Model API with the provided parameters.
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Args:
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file_location (str): The file location to be passed in the request payload.
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property_id (int, optional): The property ID to be passed in the request payload. Defaults to 999.
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portfolio_id (int, optional): The portfolio ID to be passed in the request payload. Defaults to 4.
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created_at (str, optional): The creation timestamp to be passed in the request payload. Defaults to None.
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Returns:
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dict: The API response as a dictionary if the request was successful, None otherwise.
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"""
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url = f"{self.base_url}/sapmodel/predict"
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payload = {
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"file_location": f"s3://retrofit-data-dev/{file_location}",
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"property_id": property_id,
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"portfolio_id": portfolio_id,
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"created_at": created_at
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}
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try:
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response = requests.post(url, json=payload, headers={"Content-Type": "application/json"})
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# Check if the response status code is 2xx (success)
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response.raise_for_status()
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# Return the JSON response as a Python dictionary
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return response.json()
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except RequestException as e:
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logger.error(f"An error occurred: {e}")
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# In case of an error, you might want to return None or raise the exception
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# depending on how you want to handle errors in your application
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return None
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