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CodeGen from PR 30733 in Azure/azure-rest-api-specs
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Merge 389165cf90095f34987814085c3a83567c5a4f4f into 0f300277e21972f20b32ffbff96180217875909b
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5 changes: 5 additions & 0 deletions sdk/ai/azure-ai-project/CHANGELOG.md
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# Release History

## 1.0.0b1 (1970-01-01)

- Initial version
21 changes: 21 additions & 0 deletions sdk/ai/azure-ai-project/LICENSE
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Copyright (c) Microsoft Corporation.

MIT License

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:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

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.
7 changes: 7 additions & 0 deletions sdk/ai/azure-ai-project/MANIFEST.in
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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
80 changes: 80 additions & 0 deletions sdk/ai/azure-ai-project/README.md
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# Azure Ai Project client library for Python
<!-- write necessary description of service -->

## Getting started

### Install the package

```bash
python -m pip install azure-ai-project
```

#### Prequisites

- 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.

To authenticate with AAD, you must first [pip][pip] install [`azure-identity`][azure_identity_pip]

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:

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`

Use the returned token credential to authenticate the client:

```python
>>> from azure.ai.project import AIProjectClient
>>> from azure.identity import DefaultAzureCredential
>>> client = AIProjectClient(endpoint='<endpoint>', credential=DefaultAzureCredential())
```

## Examples

```python
>>> from azure.ai.project import AIProjectClient
>>> from azure.identity import DefaultAzureCredential
>>> from azure.core.exceptions import HttpResponseError

>>> client = AIProjectClient(endpoint='<endpoint>', credential=DefaultAzureCredential())
>>> try:
<!-- write test code here -->
except HttpResponseError as e:
print('service responds error: {}'.format(e.response.json()))

```

## Contributing

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.

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.

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.

<!-- 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/

6 changes: 6 additions & 0 deletions sdk/ai/azure-ai-project/_meta.json
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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"
}
1 change: 1 addition & 0 deletions sdk/ai/azure-ai-project/azure/__init__.py
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__path__ = __import__("pkgutil").extend_path(__path__, __name__) # type: ignore
1 change: 1 addition & 0 deletions sdk/ai/azure-ai-project/azure/ai/__init__.py
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__path__ = __import__("pkgutil").extend_path(__path__, __name__) # type: ignore
32 changes: 32 additions & 0 deletions sdk/ai/azure-ai-project/azure/ai/project/__init__.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.
# --------------------------------------------------------------------------
# pylint: disable=wrong-import-position

from typing import TYPE_CHECKING

if TYPE_CHECKING:
from ._patch import * # pylint: disable=unused-wildcard-import

from ._client import AIProjectClient # type: ignore
from ._version import VERSION

__version__ = VERSION

try:
from ._patch import __all__ as _patch_all
from ._patch import *
except ImportError:
_patch_all = []
from ._patch import patch_sdk as _patch_sdk

__all__ = [
"AIProjectClient",
]
__all__.extend([p for p in _patch_all if p not in __all__]) # pyright: ignore

_patch_sdk()
137 changes: 137 additions & 0 deletions sdk/ai/azure-ai-project/azure/ai/project/_client.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.
# --------------------------------------------------------------------------

from copy import deepcopy
from typing import Any, TYPE_CHECKING
from typing_extensions import Self

from azure.core import PipelineClient
from azure.core.pipeline import policies
from azure.core.rest import HttpRequest, HttpResponse

from ._configuration import AIProjectClientConfiguration
from ._serialization import Deserializer, Serializer
from .operations import AgentsOperations, ConnectionsOperations, EvaluationsOperations

if TYPE_CHECKING:
from azure.core.credentials import TokenCredential


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
"""

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)

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)

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
"""

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"),
}

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

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

def __enter__(self) -> Self:
self._client.__enter__()
return self

def __exit__(self, *exc_details: Any) -> None:
self._client.__exit__(*exc_details)
91 changes: 91 additions & 0 deletions 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.
# --------------------------------------------------------------------------

from typing import Any, TYPE_CHECKING

from azure.core.pipeline import policies

from ._version import VERSION

if TYPE_CHECKING:
from azure.core.credentials import TokenCredential


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
"""

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")

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.")

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)

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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