notebook.py

gistfile1.txt

import requests
import json


def make_request(model_server, input_data, token=None):
    """
    Sends a request to the model server and returns the response.
    """
    headers = {"Content-Type": "application/json"}
    if token:
        headers["Authorization"] = f"Bearer {token}"
    
    response = requests.post(model_server, headers=headers, data=json.dumps(input_data))
    if response.ok:
        return response.json()
    else:
        raise Exception(f"Request failed with status {response.status_code}: {response.text}")


MODEL_SERVER = "<model-server>"
TOKEN = "<token>"

input_data = {
    "inputs": [
        {
            "name": "inputs",
            "shape": [1, 120,1],
            "datatype": "FP32",
            "data": [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0,
                     1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0,
                     2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.9, 3.0,
                     3.1, 3.2, 3.3, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, 4.0,
                     4.1, 4.2, 4.3, 4.4, 4.5, 4.6, 4.7, 4.8, 4.9, 5.0,
                     4.1, 4.2, 4.3, 4.4, 4.5, 4.6, 4.7, 4.8, 4.9, 5.0, 
                     0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0,
                     1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0,
                     2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.9, 3.0,
                     3.1, 3.2, 3.3, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, 4.0,
                     4.1, 4.2, 4.3, 4.4, 4.5, 4.6, 4.7, 4.8, 4.9, 5.0,
                     4.1, 4.2, 4.3, 4.4, 4.5, 4.6, 4.7, 4.8, 4.9, 5.0]
        }
    ]
}


try:
    print("Making request with token...")
    response_with_token = make_request(MODEL_SERVER, input_data, token=TOKEN)
    print("Response with token:", response_with_token)
except Exception as e:
    print("Error with token:", e)