Do you see any errors in the serving containers? Also what response do you get when you try a curl command from the machine itself locally ( None ... )
None

    curl -X POST "

" -H "accept: application/json" -H "Content-Type: application/json" -d '{"x0": 1, "x1": 2}'

Hi @<1523701070390366208:profile|CostlyOstrich36>
Sorry for the delayed response.

No errors in the serving containers.
I did follow the link you've shared before posting. I ran the following:
curl.exe -X POST " None " -H "accept: application/json" -H "Content-Type: application/json" -d '{"x0": 1, "x1": 2}'
(note that I'm using port 8082, since 8080 is already taken by ClearML Server on this VM).
and got the following response:

{"detail":[{"type":"json_invalid","loc":["body",1],"msg":"JSON decode error","input":{},"ctx":{"error":"Expecting property name enclosed in double quotes"}}]}

So I fixed it by changing:
-d '{"x0": 1, "x1": 2}'
to:
'{\"x0\": 1, \"x1\": 2}'
And I'm back to the original issue I had (in the image), with the log:

{"detail":"Error [<class 'ValueError'>] processing request: Expected 2D array, got scalar array instead:\narray={'x0': 1, 'x1': 2}.\nReshape your data either using array.reshape(-1, 1) if you
r data has a single feature or array.reshape(1, -1) if it contains a single sample."}

Am I the only one encountering it? 😞

Can you add such an attempt and the outputs please?

And that is the bottom of the screenshot that I've shared (light green background)

Hi @<1838387863251587072:profile|JealousCrocodile85> , can you please add the specific commands you ran and the full console output of this?

So, I went to the link

in order to use it like Postman. Testing the API without using Python. It was ChatGPT that directed me there, and it is kind of a nice way to validate the API

I would ignore anything that ChatGPT says about ClearML (and most other things too)

How did you try to access the endpoint? Via curl?

I'm mostly with agreement with you on that 🙂
ClearML has a great documentation. But now that I've tried it all, I gave ChatGPT a shot. It got me introduced to the /docs#/, which is kind of a nice way to test the API.
But the issue still remains and I cannot finish my POC 😞

Sorry for the trouble, you are right. Now it looks much better.
Please let me know if it still needs explanation or information

Thanks! I'm curious, why do you have /docs#/ in the url

Its a bit confusing, please add the full list of action you took + whatever the console printed.

Preferably using the following format for logs

This is a very convenient way to post logs 

Hi John,
thanks for answering.
Maybe I missed anything in the description?
I wrote the commands and the log (console output)

In Python, I ran the following with many variation of the data:

import requests
from typing import Any
import numpy as np
import json

url = "

"

raw_input = json.dumps([1, 2])  # This becomes a JSON string like "[1, 2]"

response = requests.post(
    url=url,
    headers={
        'accept': 'application/json',
        'Content-Type': 'application/json'
    },
    json=raw_input
)

print(response.status_code, response.json())

And always got:

422 {'detail': "Error [<class 'ValueError'>] processing request: Expected 2D array, got scalar array instead:\narray={'x0': 1, 'x1': 2}.\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample."}

or:

422 {'detail': [{'type': 'bytes_type', 'loc': ['body', 'bytes'], 'msg': 'Input should be a valid bytes', 'input': [{'x0': 1, 'x1': 2}], 'url': '

'}, {'type': 'dict_type', 'loc': ['body', 'dict[any,any]'], 'msg': 'Input should be a valid dictionary', 'input': [{'x0': 1, 'x1': 2}], 'url': '

So, I went to the link None in order to use it like Postman. Testing the API without using Python. It was ChatGPT that directed me there, and it is kind of a nice way to validate the API