function.remote.objective_remote

function.remote.objective_remote(X, url=DEFAULT_SERVER_URL, **kwargs)

Evaluates an objective function remotely via an HTTP POST request.

Parameters

Name	Type	Description	Default
X	np.ndarray	Input data of shape (n_samples, n_features).	required
url	str	The URL of the remote computation server. Defaults to “http://139.6.66.164:8000/compute/”.	`DEFAULT_SERVER_URL`
**kwargs	`Any`	Additional arguments to include in the request payload (optional).	`{}`

Returns

Name	Type	Description
	np.ndarray	np.ndarray: The computed objective values of shape (n_samples,).

Raises

Name	Type	Description
	`requests`.`exceptions`.`RequestException`	If the remote request fails.

Examples

>>> import numpy as np
>>> from spotoptim.function.remote import objective_remote
>>> X = np.array([[1, 2], [3, 4]])
>>> y = objective_remote(X)
>>> print(y)