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# coding: utf-8
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
"""
FILE: ml_samples_authentication_sovereign_cloud.py
DESCRIPTION:
These samples demonstrate authenticating a client for multiple clouds.
USAGE:
python ml_samples_authentication_sovereign_cloud.py
"""
import os
class MLClientSamples(object):
def ml_auth_azure_default_credential(self):
# [START create_ml_client_default_credential]
# Get a credential for authentication
# Default Azure Credentials attempt a chained set of authentication methods, per documentation here: https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/identity/azure-identity
# Alternately, one can specify the AZURE_TENANT_ID, AZURE_CLIENT_ID, and AZURE_CLIENT_SECRET to use the EnvironmentCredentialClass.
# The docs above specify all mechanisms which the defaultCredential internally support.
# Enter details of your subscription
subscription_id = "AZURE_SUBSCRIPTION_ID"
resource_group = "RESOURCE_GROUP_NAME"
# Instantiate a MLClient
from azure.identity import AzureAuthorityHosts, DefaultAzureCredential
from azure.ai.ml import MLClient
# When using sovereign domains (that is, any cloud other than AZURE_PUBLIC_CLOUD),
# you must use an authority with DefaultAzureCredential.
# Default authority value : AzureAuthorityHosts.AZURE_PUBLIC_CLOUD
# Expected values for authority for sovereign clouds:
# AzureAuthorityHosts.AZURE_CHINA or AzureAuthorityHosts.AZURE_GOVERNMENT
# credential = DefaultAzureCredential(authority=AzureAuthorityHosts.AZURE_CHINA)
credential = DefaultAzureCredential(authority=AzureAuthorityHosts.AZURE_PUBLIC_CLOUD)
# When using sovereign domains (that is, any cloud other than AZURE_PUBLIC_CLOUD),
# you must pass in the cloud name in kwargs. Default cloud is AzureCloud
kwargs = {"cloud": "AzureCloud"}
# get a handle to the subscription
ml_client = MLClient(credential, subscription_id, resource_group, **kwargs)
# [END create_ml_client_default_credential]
from azure.ai.ml.entities import Workspace
# Get a list of workspaces in a resource group
for ws in ml_client.workspaces.list():
print(ws.name, ":", ws.location, ":", ws.description)
if __name__ == '__main__':
sample = MLClientSamples()
sample.ml_auth_azure_default_credential()
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