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CodeGen from PR 30733 in Azure/azure-rest-api-specs
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# Release History | ||
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## 1.0.0b1 (1970-01-01) | ||
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- Initial version |
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Copyright (c) Microsoft Corporation. | ||
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MIT License | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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include *.md | ||
include LICENSE | ||
include azure/ai/project/py.typed | ||
recursive-include tests *.py | ||
recursive-include samples *.py *.md | ||
include azure/__init__.py | ||
include azure/ai/__init__.py |
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# Azure Ai Project client library for Python | ||
<!-- write necessary description of service --> | ||
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## Getting started | ||
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### Install the package | ||
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```bash | ||
python -m pip install azure-ai-project | ||
``` | ||
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#### Prequisites | ||
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- Python 3.8 or later is required to use this package. | ||
- You need an [Azure subscription][azure_sub] to use this package. | ||
- An existing Azure Ai Project instance. | ||
#### Create with an Azure Active Directory Credential | ||
To use an [Azure Active Directory (AAD) token credential][authenticate_with_token], | ||
provide an instance of the desired credential type obtained from the | ||
[azure-identity][azure_identity_credentials] library. | ||
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To authenticate with AAD, you must first [pip][pip] install [`azure-identity`][azure_identity_pip] | ||
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After setup, you can choose which type of [credential][azure_identity_credentials] from azure.identity to use. | ||
As an example, [DefaultAzureCredential][default_azure_credential] can be used to authenticate the client: | ||
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Set the values of the client ID, tenant ID, and client secret of the AAD application as environment variables: | ||
`AZURE_CLIENT_ID`, `AZURE_TENANT_ID`, `AZURE_CLIENT_SECRET` | ||
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Use the returned token credential to authenticate the client: | ||
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```python | ||
>>> from azure.ai.project import AIProjectClient | ||
>>> from azure.identity import DefaultAzureCredential | ||
>>> client = AIProjectClient(endpoint='<endpoint>', credential=DefaultAzureCredential()) | ||
``` | ||
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## Examples | ||
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```python | ||
>>> from azure.ai.project import AIProjectClient | ||
>>> from azure.identity import DefaultAzureCredential | ||
>>> from azure.core.exceptions import HttpResponseError | ||
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>>> client = AIProjectClient(endpoint='<endpoint>', credential=DefaultAzureCredential()) | ||
>>> try: | ||
<!-- write test code here --> | ||
except HttpResponseError as e: | ||
print('service responds error: {}'.format(e.response.json())) | ||
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``` | ||
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## Contributing | ||
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This project welcomes contributions and suggestions. Most contributions require | ||
you to agree to a Contributor License Agreement (CLA) declaring that you have | ||
the right to, and actually do, grant us the rights to use your contribution. | ||
For details, visit https://cla.microsoft.com. | ||
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When you submit a pull request, a CLA-bot will automatically determine whether | ||
you need to provide a CLA and decorate the PR appropriately (e.g., label, | ||
comment). Simply follow the instructions provided by the bot. You will only | ||
need to do this once across all repos using our CLA. | ||
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This project has adopted the | ||
[Microsoft Open Source Code of Conduct][code_of_conduct]. For more information, | ||
see the Code of Conduct FAQ or contact [email protected] with any | ||
additional questions or comments. | ||
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<!-- LINKS --> | ||
[code_of_conduct]: https://opensource.microsoft.com/codeofconduct/ | ||
[authenticate_with_token]: https://docs.microsoft.com/azure/cognitive-services/authentication?tabs=powershell#authenticate-with-an-authentication-token | ||
[azure_identity_credentials]: https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/identity/azure-identity#credentials | ||
[azure_identity_pip]: https://pypi.org/project/azure-identity/ | ||
[default_azure_credential]: https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/identity/azure-identity#defaultazurecredential | ||
[pip]: https://pypi.org/project/pip/ | ||
[azure_sub]: https://azure.microsoft.com/free/ | ||
|
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{ | ||
"commit": "2678a000ba451392da1962d446ddbefd443417bd", | ||
"repository_url": "https://github.com/Azure/azure-rest-api-specs", | ||
"typespec_src": "specification/ai/Azure.AI.Project", | ||
"@azure-tools/typespec-python": "0.36.1" | ||
} |
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__path__ = __import__("pkgutil").extend_path(__path__, __name__) # type: ignore |
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__path__ = __import__("pkgutil").extend_path(__path__, __name__) # type: ignore |
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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. | ||
# Code generated by Microsoft (R) Python Code Generator. | ||
# Changes may cause incorrect behavior and will be lost if the code is regenerated. | ||
# -------------------------------------------------------------------------- | ||
# pylint: disable=wrong-import-position | ||
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from typing import TYPE_CHECKING | ||
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if TYPE_CHECKING: | ||
from ._patch import * # pylint: disable=unused-wildcard-import | ||
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from ._client import AIProjectClient # type: ignore | ||
from ._version import VERSION | ||
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__version__ = VERSION | ||
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try: | ||
from ._patch import __all__ as _patch_all | ||
from ._patch import * | ||
except ImportError: | ||
_patch_all = [] | ||
from ._patch import patch_sdk as _patch_sdk | ||
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__all__ = [ | ||
"AIProjectClient", | ||
] | ||
__all__.extend([p for p in _patch_all if p not in __all__]) # pyright: ignore | ||
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_patch_sdk() |
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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. | ||
# Code generated by Microsoft (R) Python Code Generator. | ||
# Changes may cause incorrect behavior and will be lost if the code is regenerated. | ||
# -------------------------------------------------------------------------- | ||
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from copy import deepcopy | ||
from typing import Any, TYPE_CHECKING | ||
from typing_extensions import Self | ||
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from azure.core import PipelineClient | ||
from azure.core.pipeline import policies | ||
from azure.core.rest import HttpRequest, HttpResponse | ||
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from ._configuration import AIProjectClientConfiguration | ||
from ._serialization import Deserializer, Serializer | ||
from .operations import AgentsOperations, ConnectionsOperations, EvaluationsOperations | ||
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if TYPE_CHECKING: | ||
from azure.core.credentials import TokenCredential | ||
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class AIProjectClient: | ||
"""AIProjectClient. | ||
:ivar agents: AgentsOperations operations | ||
:vartype agents: azure.ai.project.operations.AgentsOperations | ||
:ivar connections: ConnectionsOperations operations | ||
:vartype connections: azure.ai.project.operations.ConnectionsOperations | ||
:ivar evaluations: EvaluationsOperations operations | ||
:vartype evaluations: azure.ai.project.operations.EvaluationsOperations | ||
:param endpoint: The Azure AI Studio project endpoint, in the form | ||
``https://<azure-region>.api.azureml.ms`` or | ||
``https://<private-link-guid>.<azure-region>.api.azureml.ms``\\\\ , where | ||
:code:`<azure-region>` is the Azure region where the project is deployed (e.g. westus) and | ||
:code:`<private-link-guid>` is the GUID of the Enterprise private link. Required. | ||
:type endpoint: str | ||
:param subscription_id: The Azure subscription ID. Required. | ||
:type subscription_id: str | ||
:param resource_group_name: The name of the Azure Resource Group. Required. | ||
:type resource_group_name: str | ||
:param project_name: The Azure AI Studio project name. Required. | ||
:type project_name: str | ||
:param credential: Credential used to authenticate requests to the service. Required. | ||
:type credential: ~azure.core.credentials.TokenCredential | ||
:keyword api_version: The API version to use for this operation. Default value is | ||
"2024-07-01-preview". Note that overriding this default value may result in unsupported | ||
behavior. | ||
:paramtype api_version: str | ||
""" | ||
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def __init__( | ||
self, | ||
endpoint: str, | ||
subscription_id: str, | ||
resource_group_name: str, | ||
project_name: str, | ||
credential: "TokenCredential", | ||
**kwargs: Any | ||
) -> None: | ||
_endpoint = "{endpoint}/agents/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{projectName}" # pylint: disable=line-too-long | ||
self._config = AIProjectClientConfiguration( | ||
endpoint=endpoint, | ||
subscription_id=subscription_id, | ||
resource_group_name=resource_group_name, | ||
project_name=project_name, | ||
credential=credential, | ||
**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), | ||
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: PipelineClient = PipelineClient(base_url=_endpoint, policies=_policies, **kwargs) | ||
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self._serialize = Serializer() | ||
self._deserialize = Deserializer() | ||
self._serialize.client_side_validation = False | ||
self.agents = AgentsOperations(self._client, self._config, self._serialize, self._deserialize) | ||
self.connections = ConnectionsOperations(self._client, self._config, self._serialize, self._deserialize) | ||
self.evaluations = EvaluationsOperations(self._client, self._config, self._serialize, self._deserialize) | ||
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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 | ||
>>> request = HttpRequest("GET", "https://www.example.org/") | ||
<HttpRequest [GET], url: 'https://www.example.org/'> | ||
>>> response = client.send_request(request) | ||
<HttpResponse: 200 OK> | ||
For more information on this code flow, see https://aka.ms/azsdk/dpcodegen/python/send_request | ||
:param request: The network request you want to make. Required. | ||
:type request: ~azure.core.rest.HttpRequest | ||
:keyword bool stream: Whether the response payload will be streamed. Defaults to False. | ||
:return: The response of your network call. Does not do error handling on your response. | ||
:rtype: ~azure.core.rest.HttpResponse | ||
""" | ||
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request_copy = deepcopy(request) | ||
path_format_arguments = { | ||
"endpoint": self._serialize.url("self._config.endpoint", self._config.endpoint, "str"), | ||
"subscriptionId": self._serialize.url("self._config.subscription_id", self._config.subscription_id, "str"), | ||
"resourceGroupName": self._serialize.url( | ||
"self._config.resource_group_name", self._config.resource_group_name, "str" | ||
), | ||
"projectName": self._serialize.url("self._config.project_name", self._config.project_name, "str"), | ||
} | ||
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request_copy.url = self._client.format_url(request_copy.url, **path_format_arguments) | ||
return self._client.send_request(request_copy, stream=stream, **kwargs) # type: ignore | ||
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def close(self) -> None: | ||
self._client.close() | ||
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def __enter__(self) -> Self: | ||
self._client.__enter__() | ||
return self | ||
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def __exit__(self, *exc_details: Any) -> None: | ||
self._client.__exit__(*exc_details) |
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91
sdk/ai/azure-ai-project/azure/ai/project/_configuration.py
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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. | ||
# Code generated by Microsoft (R) Python Code Generator. | ||
# Changes may cause incorrect behavior and will be lost if the code is regenerated. | ||
# -------------------------------------------------------------------------- | ||
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from typing import Any, TYPE_CHECKING | ||
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from azure.core.pipeline import policies | ||
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from ._version import VERSION | ||
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if TYPE_CHECKING: | ||
from azure.core.credentials import TokenCredential | ||
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class AIProjectClientConfiguration: # pylint: disable=too-many-instance-attributes | ||
"""Configuration for AIProjectClient. | ||
Note that all parameters used to create this instance are saved as instance | ||
attributes. | ||
:param endpoint: The Azure AI Studio project endpoint, in the form | ||
``https://<azure-region>.api.azureml.ms`` or | ||
``https://<private-link-guid>.<azure-region>.api.azureml.ms``\\ , where :code:`<azure-region>` | ||
is the Azure region where the project is deployed (e.g. westus) and :code:`<private-link-guid>` | ||
is the GUID of the Enterprise private link. Required. | ||
:type endpoint: str | ||
:param subscription_id: The Azure subscription ID. Required. | ||
:type subscription_id: str | ||
:param resource_group_name: The name of the Azure Resource Group. Required. | ||
:type resource_group_name: str | ||
:param project_name: The Azure AI Studio project name. Required. | ||
:type project_name: str | ||
:param credential: Credential used to authenticate requests to the service. Required. | ||
:type credential: ~azure.core.credentials.TokenCredential | ||
:keyword api_version: The API version to use for this operation. Default value is | ||
"2024-07-01-preview". Note that overriding this default value may result in unsupported | ||
behavior. | ||
:paramtype api_version: str | ||
""" | ||
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def __init__( | ||
self, | ||
endpoint: str, | ||
subscription_id: str, | ||
resource_group_name: str, | ||
project_name: str, | ||
credential: "TokenCredential", | ||
**kwargs: Any | ||
) -> None: | ||
api_version: str = kwargs.pop("api_version", "2024-07-01-preview") | ||
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if endpoint is None: | ||
raise ValueError("Parameter 'endpoint' must not be None.") | ||
if subscription_id is None: | ||
raise ValueError("Parameter 'subscription_id' must not be None.") | ||
if resource_group_name is None: | ||
raise ValueError("Parameter 'resource_group_name' must not be None.") | ||
if project_name is None: | ||
raise ValueError("Parameter 'project_name' must not be None.") | ||
if credential is None: | ||
raise ValueError("Parameter 'credential' must not be None.") | ||
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self.endpoint = endpoint | ||
self.subscription_id = subscription_id | ||
self.resource_group_name = resource_group_name | ||
self.project_name = project_name | ||
self.credential = credential | ||
self.api_version = api_version | ||
self.credential_scopes = kwargs.pop("credential_scopes", ["https://management.azure.com/.default"]) | ||
kwargs.setdefault("sdk_moniker", "ai-project/{}".format(VERSION)) | ||
self.polling_interval = kwargs.get("polling_interval", 30) | ||
self._configure(**kwargs) | ||
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def _configure(self, **kwargs: Any) -> None: | ||
self.user_agent_policy = kwargs.get("user_agent_policy") or policies.UserAgentPolicy(**kwargs) | ||
self.headers_policy = kwargs.get("headers_policy") or policies.HeadersPolicy(**kwargs) | ||
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 policies.HttpLoggingPolicy(**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 = policies.BearerTokenCredentialPolicy( | ||
self.credential, *self.credential_scopes, **kwargs | ||
) |
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