Registry / gcp / azure-mgmt-machinelearningservices

azure-mgmt-machinelearningservices

library1.0.0pypypi✓ verified 84d ago

Microsoft Azure Machine Learning Services Management Client Library for Python. Provides programmatic management of Azure Machine Learning workspaces, compute resources, and other resources. Latest stable version is 1.0.0 (released alongside other Azure SDK packages). Release cadence is irregular, following Azure SDK for Python patterns.

gcp ai-ml

pip install azure-mgmt-machinelearningservices

github ↗package ↗homepage ↗

INSTALL

IMPORT

SIG · AZURE-MGMT-MACHINE

azure-mgmt-machinelearningservices

gcppythonv1.0.0

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

MachineLearningServicesMgmtClient

✓ from azure.mgmt.machinelearningservices import MachineLearningServicesMgmtClient

✗ from azure.mgmt.machinelearning import MachineLearningServicesMgmtClient

Wrong package path, 'machinelearningservices' is the correct module name

DefaultAzureCredential

✓ from azure.identity import DefaultAzureCredential

Create an ML Services management client and list workspaces.

from azure.identity import DefaultAzureCredential from azure.mgmt.machinelearningservices import MachineLearningServicesMgmtClient credential = DefaultAzureCredential() subscription_id = os.environ.get('AZURE_SUBSCRIPTION_ID', '') client = MachineLearningServicesMgmtClient(credential, subscription_id) workspaces = client.workspaces.list_by_subscription() for ws in workspaces: print(ws.name)

Debug

Known issues

gotchaThe package name is 'azure-mgmt-machinelearningservices', but the Python module is 'azure.mgmt.machinelearningservices'. Common mistake: using 'azure.mgmt.machinelearning'.

fix

Use the correct import: 'from azure.mgmt.machinelearningservices import MachineLearningServicesMgmtClient'

affects: all

deprecatedOlder versions (pre-1.0.0) may have used models from 'azure.mgmt.machinelearningservices.models' with different names. Ensure you're using the latest stable version.

fix

Upgrade to 1.0.0: 'pip install --upgrade azure-mgmt-machinelearningservices'. Check the changelog for model renames.

affects: <1.0.0

gotchaAuthentication requires azure-identity. Without it, DefaultAzureCredential will fail.

fix

Install azure-identity: 'pip install azure-identity'. Ensure environment variables (e.g., AZURE_CLIENT_ID, AZURE_TENANT_ID, AZURE_CLIENT_SECRET) are set.

affects: all

Errors

Common errors & fixes

ModuleNotFoundError: No module named 'azure.mgmt.machinelearningservices'

Package not installed or incorrect import path.

fix

Install with 'pip install azure-mgmt-machinelearningservices' and import as 'from azure.mgmt.machinelearningservices import MachineLearningServicesMgmtClient'

ImportError: cannot import name 'MachineLearningServicesMgmtClient' from 'azure.mgmt.machinelearningservices'

Possible due to outdated package version where the client class name was different.

fix

Upgrade to the latest version: 'pip install --upgrade azure-mgmt-machinelearningservices'. Verify the correct client class name in the docs.

Upgrade

Version history

1.0.0latest on PyPI · released Jan 4, 2021

Audit

Dependencies

azure-mgmt-corerequiredCore management SDK

azure-identityrequiredAuthentication via DefaultAzureCredential

Agent activity

38 hits · last 30 days

node

OpenAI (training)

Resources

githubhttps://github.com/Azure/azure-sdk-for-python ↗

packagehttps://pypi.org/project/azure-mgmt-machinelearningservices/ ↗

homepagehttps://azure.microsoft.com/en-us/services/machine-learning/ ↗