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Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
# Microsoft Azure SDK for Python

This is the Microsoft Azure Machine Learning Services Management Client Library.
This package has been tested with Python 3.7+.
This package has been tested with Python 3.8+.
For a more complete view of Azure libraries, see the [azure sdk python release](https://aka.ms/azsdk/python/all).

## _Disclaimer_
Expand All @@ -12,7 +12,7 @@ _Azure SDK Python packages support for Python 2.7 has ended 01 January 2022. For

### Prerequisites

- Python 3.7+ is required to use this package.
- Python 3.8+ is required to use this package.
- [Azure subscription](https://azure.microsoft.com/free/)

### Install the package
Expand Down Expand Up @@ -59,6 +59,3 @@ Code samples for this package can be found at:
If you encounter any bugs or have suggestions, please file an issue in the
[Issues](https://github.com/Azure/azure-sdk-for-python/issues)
section of the project.


![Impressions](https://azure-sdk-impressions.azurewebsites.net/api/impressions/azure-sdk-for-python%2Fazure-mgmt-machinelearningservices%2FREADME.png)
Original file line number Diff line number Diff line change
@@ -1,11 +1,11 @@
{
"commit": "c7daa3d35baaaabece0dbc6f731eadbe426973b9",
"commit": "edd9229b0db9dadb30a4eca4539757dbd20daafc",
"repository_url": "https://github.com/Azure/azure-rest-api-specs",
"autorest": "3.9.2",
"autorest": "3.10.2",
"use": [
"@autorest/python@6.4.12",
"@autorest/modelerfour@4.24.3"
"@autorest/python@6.13.16",
"@autorest/modelerfour@4.27.0"
],
"autorest_command": "autorest specification/machinelearningservices/resource-manager/readme.md --generate-sample=True --include-x-ms-examples-original-file=True --python --python-sdks-folder=/home/vsts/work/1/azure-sdk-for-python/sdk --use=@autorest/python@6.4.12 --use=@autorest/modelerfour@4.24.3 --version=3.9.2 --version-tolerant=False",
"autorest_command": "autorest specification/machinelearningservices/resource-manager/readme.md --generate-sample=True --include-x-ms-examples-original-file=True --python --python-sdks-folder=/mnt/vss/_work/1/s/azure-sdk-for-python/sdk --use=@autorest/python@6.13.16 --use=@autorest/modelerfour@4.27.0 --version=3.10.2 --version-tolerant=False",
"readme": "specification/machinelearningservices/resource-manager/readme.md"
}
Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,6 @@

from typing import Any, TYPE_CHECKING

from azure.core.configuration import Configuration
from azure.core.pipeline import policies
from azure.mgmt.core.policies import ARMChallengeAuthenticationPolicy, ARMHttpLoggingPolicy

Expand All @@ -19,7 +18,7 @@
from azure.core.credentials import TokenCredential


class MachineLearningServicesMgmtClientConfiguration(Configuration): # pylint: disable=too-many-instance-attributes
class MachineLearningServicesMgmtClientConfiguration: # pylint: disable=too-many-instance-attributes,name-too-long
"""Configuration for MachineLearningServicesMgmtClient.

Note that all parameters used to create this instance are saved as instance
Expand All @@ -29,14 +28,13 @@ class MachineLearningServicesMgmtClientConfiguration(Configuration): # pylint:
:type credential: ~azure.core.credentials.TokenCredential
:param subscription_id: The ID of the target subscription. Required.
:type subscription_id: str
:keyword api_version: Api Version. Default value is "2023-04-01". Note that overriding this
:keyword api_version: Api Version. Default value is "2024-04-01". Note that overriding this
default value may result in unsupported behavior.
:paramtype api_version: str
"""

def __init__(self, credential: "TokenCredential", subscription_id: str, **kwargs: Any) -> None:
super(MachineLearningServicesMgmtClientConfiguration, self).__init__(**kwargs)
api_version: str = kwargs.pop("api_version", "2023-04-01")
api_version: str = kwargs.pop("api_version", "2024-04-01")

if credential is None:
raise ValueError("Parameter 'credential' must not be None.")
Expand All @@ -48,6 +46,7 @@ def __init__(self, credential: "TokenCredential", subscription_id: str, **kwargs
self.api_version = api_version
self.credential_scopes = kwargs.pop("credential_scopes", ["https://management.azure.com/.default"])
kwargs.setdefault("sdk_moniker", "mgmt-machinelearningservices/{}".format(VERSION))
self.polling_interval = kwargs.get("polling_interval", 30)
self._configure(**kwargs)

def _configure(self, **kwargs: Any) -> None:
Expand All @@ -56,9 +55,9 @@ def _configure(self, **kwargs: Any) -> None:
self.proxy_policy = kwargs.get("proxy_policy") or policies.ProxyPolicy(**kwargs)
self.logging_policy = kwargs.get("logging_policy") or policies.NetworkTraceLoggingPolicy(**kwargs)
self.http_logging_policy = kwargs.get("http_logging_policy") or ARMHttpLoggingPolicy(**kwargs)
self.retry_policy = kwargs.get("retry_policy") or policies.RetryPolicy(**kwargs)
self.custom_hook_policy = kwargs.get("custom_hook_policy") or policies.CustomHookPolicy(**kwargs)
self.redirect_policy = kwargs.get("redirect_policy") or policies.RedirectPolicy(**kwargs)
self.retry_policy = kwargs.get("retry_policy") or policies.RetryPolicy(**kwargs)
self.authentication_policy = kwargs.get("authentication_policy")
if self.credential and not self.authentication_policy:
self.authentication_policy = ARMChallengeAuthenticationPolicy(
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -9,8 +9,10 @@
from copy import deepcopy
from typing import Any, TYPE_CHECKING

from azure.core.pipeline import policies
from azure.core.rest import HttpRequest, HttpResponse
from azure.mgmt.core import ARMPipelineClient
from azure.mgmt.core.policies import ARMAutoResourceProviderRegistrationPolicy

from . import models as _models
from ._configuration import MachineLearningServicesMgmtClientConfiguration
Expand All @@ -28,7 +30,14 @@
DatastoresOperations,
EnvironmentContainersOperations,
EnvironmentVersionsOperations,
FeaturesOperations,
FeaturesetContainersOperations,
FeaturesetVersionsOperations,
FeaturestoreEntityContainersOperations,
FeaturestoreEntityVersionsOperations,
JobsOperations,
ManagedNetworkProvisionsOperations,
ManagedNetworkSettingsRuleOperations,
ModelContainersOperations,
ModelVersionsOperations,
OnlineDeploymentsOperations,
Expand All @@ -43,6 +52,7 @@
RegistryComponentContainersOperations,
RegistryComponentVersionsOperations,
RegistryDataContainersOperations,
RegistryDataReferencesOperations,
RegistryDataVersionsOperations,
RegistryEnvironmentContainersOperations,
RegistryEnvironmentVersionsOperations,
Expand Down Expand Up @@ -86,6 +96,12 @@ class MachineLearningServicesMgmtClient: # pylint: disable=client-accepts-api-v
:ivar workspace_connections: WorkspaceConnectionsOperations operations
:vartype workspace_connections:
azure.mgmt.machinelearningservices.operations.WorkspaceConnectionsOperations
:ivar managed_network_settings_rule: ManagedNetworkSettingsRuleOperations operations
:vartype managed_network_settings_rule:
azure.mgmt.machinelearningservices.operations.ManagedNetworkSettingsRuleOperations
:ivar managed_network_provisions: ManagedNetworkProvisionsOperations operations
:vartype managed_network_provisions:
azure.mgmt.machinelearningservices.operations.ManagedNetworkProvisionsOperations
:ivar registry_code_containers: RegistryCodeContainersOperations operations
:vartype registry_code_containers:
azure.mgmt.machinelearningservices.operations.RegistryCodeContainersOperations
Expand All @@ -104,6 +120,9 @@ class MachineLearningServicesMgmtClient: # pylint: disable=client-accepts-api-v
:ivar registry_data_versions: RegistryDataVersionsOperations operations
:vartype registry_data_versions:
azure.mgmt.machinelearningservices.operations.RegistryDataVersionsOperations
:ivar registry_data_references: RegistryDataReferencesOperations operations
:vartype registry_data_references:
azure.mgmt.machinelearningservices.operations.RegistryDataReferencesOperations
:ivar registry_environment_containers: RegistryEnvironmentContainersOperations operations
:vartype registry_environment_containers:
azure.mgmt.machinelearningservices.operations.RegistryEnvironmentContainersOperations
Expand Down Expand Up @@ -146,6 +165,20 @@ class MachineLearningServicesMgmtClient: # pylint: disable=client-accepts-api-v
:ivar environment_versions: EnvironmentVersionsOperations operations
:vartype environment_versions:
azure.mgmt.machinelearningservices.operations.EnvironmentVersionsOperations
:ivar featureset_containers: FeaturesetContainersOperations operations
:vartype featureset_containers:
azure.mgmt.machinelearningservices.operations.FeaturesetContainersOperations
:ivar features: FeaturesOperations operations
:vartype features: azure.mgmt.machinelearningservices.operations.FeaturesOperations
:ivar featureset_versions: FeaturesetVersionsOperations operations
:vartype featureset_versions:
azure.mgmt.machinelearningservices.operations.FeaturesetVersionsOperations
:ivar featurestore_entity_containers: FeaturestoreEntityContainersOperations operations
:vartype featurestore_entity_containers:
azure.mgmt.machinelearningservices.operations.FeaturestoreEntityContainersOperations
:ivar featurestore_entity_versions: FeaturestoreEntityVersionsOperations operations
:vartype featurestore_entity_versions:
azure.mgmt.machinelearningservices.operations.FeaturestoreEntityVersionsOperations
:ivar jobs: JobsOperations operations
:vartype jobs: azure.mgmt.machinelearningservices.operations.JobsOperations
:ivar model_containers: ModelContainersOperations operations
Expand All @@ -172,7 +205,7 @@ class MachineLearningServicesMgmtClient: # pylint: disable=client-accepts-api-v
:type subscription_id: str
:param base_url: Service URL. Default value is "https://management.azure.com".
:type base_url: str
:keyword api_version: Api Version. Default value is "2023-04-01". Note that overriding this
:keyword api_version: Api Version. Default value is "2024-04-01". Note that overriding this
default value may result in unsupported behavior.
:paramtype api_version: str
:keyword int polling_interval: Default waiting time between two polls for LRO operations if no
Expand All @@ -189,7 +222,25 @@ def __init__(
self._config = MachineLearningServicesMgmtClientConfiguration(
credential=credential, subscription_id=subscription_id, **kwargs
)
self._client: ARMPipelineClient = ARMPipelineClient(base_url=base_url, config=self._config, **kwargs)
_policies = kwargs.pop("policies", None)
if _policies is None:
_policies = [
policies.RequestIdPolicy(**kwargs),
self._config.headers_policy,
self._config.user_agent_policy,
self._config.proxy_policy,
policies.ContentDecodePolicy(**kwargs),
ARMAutoResourceProviderRegistrationPolicy(),
self._config.redirect_policy,
self._config.retry_policy,
self._config.authentication_policy,
self._config.custom_hook_policy,
self._config.logging_policy,
policies.DistributedTracingPolicy(**kwargs),
policies.SensitiveHeaderCleanupPolicy(**kwargs) if self._config.redirect_policy else None,
self._config.http_logging_policy,
]
self._client: ARMPipelineClient = ARMPipelineClient(base_url=base_url, policies=_policies, **kwargs)

client_models = {k: v for k, v in _models.__dict__.items() if isinstance(v, type)}
self._serialize = Serializer(client_models)
Expand All @@ -212,6 +263,12 @@ def __init__(
self.workspace_connections = WorkspaceConnectionsOperations(
self._client, self._config, self._serialize, self._deserialize
)
self.managed_network_settings_rule = ManagedNetworkSettingsRuleOperations(
self._client, self._config, self._serialize, self._deserialize
)
self.managed_network_provisions = ManagedNetworkProvisionsOperations(
self._client, self._config, self._serialize, self._deserialize
)
self.registry_code_containers = RegistryCodeContainersOperations(
self._client, self._config, self._serialize, self._deserialize
)
Expand All @@ -230,6 +287,9 @@ def __init__(
self.registry_data_versions = RegistryDataVersionsOperations(
self._client, self._config, self._serialize, self._deserialize
)
self.registry_data_references = RegistryDataReferencesOperations(
self._client, self._config, self._serialize, self._deserialize
)
self.registry_environment_containers = RegistryEnvironmentContainersOperations(
self._client, self._config, self._serialize, self._deserialize
)
Expand Down Expand Up @@ -263,6 +323,19 @@ def __init__(
self.environment_versions = EnvironmentVersionsOperations(
self._client, self._config, self._serialize, self._deserialize
)
self.featureset_containers = FeaturesetContainersOperations(
self._client, self._config, self._serialize, self._deserialize
)
self.features = FeaturesOperations(self._client, self._config, self._serialize, self._deserialize)
self.featureset_versions = FeaturesetVersionsOperations(
self._client, self._config, self._serialize, self._deserialize
)
self.featurestore_entity_containers = FeaturestoreEntityContainersOperations(
self._client, self._config, self._serialize, self._deserialize
)
self.featurestore_entity_versions = FeaturestoreEntityVersionsOperations(
self._client, self._config, self._serialize, self._deserialize
)
self.jobs = JobsOperations(self._client, self._config, self._serialize, self._deserialize)
self.model_containers = ModelContainersOperations(
self._client, self._config, self._serialize, self._deserialize
Expand All @@ -280,7 +353,7 @@ def __init__(
self._client, self._config, self._serialize, self._deserialize
)

def _send_request(self, request: HttpRequest, **kwargs: Any) -> HttpResponse:
def _send_request(self, request: HttpRequest, *, stream: bool = False, **kwargs: Any) -> HttpResponse:
"""Runs the network request through the client's chained policies.

>>> from azure.core.rest import HttpRequest
Expand All @@ -300,7 +373,7 @@ def _send_request(self, request: HttpRequest, **kwargs: Any) -> HttpResponse:

request_copy = deepcopy(request)
request_copy.url = self._client.format_url(request_copy.url)
return self._client.send_request(request_copy, **kwargs)
return self._client.send_request(request_copy, stream=stream, **kwargs) # type: ignore

def close(self) -> None:
self._client.close()
Expand Down
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