Client Historical Score Data

This document describes an API endpoint for retrieving all the historical client data for specific services by providing the client ID and service as request parameters.

Base URL

https://score.cladfy.com/v1

API Endpoint:

GET /client_data/

Request Headers:

Content-Type: application/json
X-API-Key: Your unique API. Please email us at [email protected] for an API Key.

Request Parameters::

• client_id (query parameter): The ID of the client for which data is requested.
• service (query parameter): The service for which client data is requested i.e either;
  1. "deposit_score",
  2. "demographic_score", or
  3. "repayment_score"

Example Request Body:

Python

api_key = "YourAPIKey" # Replace with the desired service
client_id = "YourClientID" # Replace with the desired client id
service = "demographic_score"  # Replace with the desired service

# Set headers with the API key
headers = {
    "X-API-Key": api_key
}

# Build query parameters dictionary
params = {
    "client_id": client_id,
    "service": service
}

Response:

On success, the API returns a JSON object containing an array of client data entries. Each entry includes:

• client_data: The requested client data.
• results: Results associated with the client data and service.
• service: The service for which the data was requested.
• date_time: The date and time the API request was made

Example Response

A request for the client ID number 12345 demographic_score data

JSON

Client Data: [
  {'client_data': {'client_id': '12345', 'location': 'city'
    }, 'date_time': '2024-01-21 09: 25: 53', 'results': {'client_id': '12345', 'demographic_score': {'extra_attributes': [
        ], 'max_score': integer, 'missing_attributes': ['age', 'customer_tier', 'marital_status',...
        ], 'score': integer
      }
    }, 'service': 'demographic_score'
  },
  {'client_data': {'client_id': '12345', 'customer_tier': 'tier_2'
    }, 'date_time': '2024-03-05 09: 25: 59', 'results': {'client_id': '12345', 'demographic_score': {'extra_attributes': [
        ], 'max_score': integer, 'missing_attributes': ['age', 'monthly_net_income', 'marital_status',...
        ], 'score': integer
      }
    }, 'service': 'demographic_score'
  },
  {'client_data': {'client_id': '12345', 'age': '30'
    }, 'date_time': '2024-4-10 09: 26: 34', 'results': {'client_id': '12345', 'demographic_score': {'extra_attributes': [
        ], 'max_score': integer, 'missing_attributes': ['monthly_net_income', 'customer_tier', 'marital_status',...
        ], 'score': integer
      }
    }, 'service': 'demographic_score'
  }
]

Error Handling:

401 Unauthorized: If the API key is invalid.
400 Bad Request: If the request body is not valid JSON or missing required fields.
500 Internal Server Error: If an internal server error occurs during score calculation. The response will include an error message.

Python Test Example:

The following Python code demonstrates how to make a test API call to retrieve client data: It sends a GET request with headers and query parameters.

Python

import requests
import json

# Define the API endpoint URL
url = "https://score.cladfy.com/v1/client_data/"

api_key = "YourAPIKey" # Replace with the desired service
client_id = "YourClientID" # Replace with the desired client id
service = "demographic_score"  # Replace with the desired service

# Set headers with the API key
headers = {
    "X-API-Key": api_key
}

# Build query parameters dictionary
params = {
    "client_id": client_id,
    "service": service
}

# Send a GET request with headers and query parameters
response = requests.get(url, headers=headers, params=params)

# Check for successful response
if response.status_code == 200:
    # Parse the JSON response
    data = response.json()
    print("Client Data:", data)  # Access the retrieved data
else:
    print(f"Error: {response.status_code}")
    print(response.text)  # Might contain error details

cURL Test Example:

This curl command demonstrates sending a GET request to the API endpoint.

cURL

#curl -X GET https://score.cladfy.com/v1/client_data/ -H "X-API-Key: YourAPIKey" -G -d "client_id=client_id&service=service"

Important Note: https://score.cladfy.com/v1/client_data/ is the actual URL of your Client Data API and you should replace "YOUR_API_KEY" with your actual API key before running the script.