[AI] Azure OpenAI Deployment CRUD (#34358)

* skeleton code for new deployment types

* AOAI deployment creation

* endpoints operations placeholder, remove dead files

* remove begin_update

* try sending request as bytes

* fix cspell

Author: needuv

.vscode/cspell.json

@@ -34,6 +34,7 @@
     "sdk/ai/**/index/**",
     "sdk/ai/azure-ai-generative/tests/**",
     "sdk/ai/azure-ai-resources/azure/ai/resources/_index/_langchain/vendor/**",
+    "sdk/ai/azure-ai-resources/azure/ai/resources/_restclient/**",
     "sdk/cognitiveservices/azure-cognitiveservices-search-autosuggest/**",
     "sdk/cognitiveservices/azure-cognitiveservices-search-customimagesearch/**",
     "sdk/cognitiveservices/azure-cognitiveservices-search-customsearch/**",

sdk/ai/azure-ai-resources/azure/ai/resources/_restclient/_azure_open_ai/__init__.py

@@ -0,0 +1,26 @@
+# 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 ._client import MachineLearningServicesClient
+from ._version import VERSION
+
+__version__ = VERSION
+
+try:
+    from ._patch import __all__ as _patch_all
+    from ._patch import *  # pylint: disable=unused-wildcard-import
+except ImportError:
+    _patch_all = []
+from ._patch import patch_sdk as _patch_sdk
+
+__all__ = [
+    "MachineLearningServicesClient",
+]
+__all__.extend([p for p in _patch_all if p not in __all__])
+
+_patch_sdk()

sdk/ai/azure-ai-resources/azure/ai/resources/_restclient/_azure_open_ai/_client.py

@@ -0,0 +1,114 @@
+# 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 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 MachineLearningServicesClientConfiguration
+from ._serialization import Deserializer, Serializer
+from .operations import AzureOpenAIDeploymentsOperations
+
+if TYPE_CHECKING:
+    # pylint: disable=unused-import,ungrouped-imports
+    from azure.core.credentials import TokenCredential
+
+
+class MachineLearningServicesClient:  # pylint: disable=client-accepts-api-version-keyword
+    """MachineLearningServicesClient.
+
+    :ivar azure_open_ai_deployments: AzureOpenAIDeploymentsOperations operations
+    :vartype azure_open_ai_deployments:
+     azure.ai.resources.autogen.operations.AzureOpenAIDeploymentsOperations
+    :param credential: Credential needed for the client to connect to Azure. Required.
+    :type credential: ~azure.core.credentials.TokenCredential
+    :param api_version: The API version to use for this operation. Required.
+    :type api_version: str
+    :param subscription_id: The ID of the target subscription. Required.
+    :type subscription_id: str
+    :param base_url: Service host. Default value is "https://management.azure.com".
+    :type base_url: str
+    :keyword int polling_interval: Default waiting time between two polls for LRO operations if no
+     Retry-After header is present.
+    """
+
+    def __init__(
+        self,
+        credential: "TokenCredential",
+        api_version: str,
+        subscription_id: str,
+        base_url: str = "https://management.azure.com",
+        **kwargs: Any
+    ) -> None:
+        self._config = MachineLearningServicesClientConfiguration(
+            credential=credential, api_version=api_version, subscription_id=subscription_id, **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)
+        self._deserialize = Deserializer(client_models)
+        self._serialize.client_side_validation = False
+        self.azure_open_ai_deployments = AzureOpenAIDeploymentsOperations(
+            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)
+        request_copy.url = self._client.format_url(request_copy.url)
+        return self._client.send_request(request_copy, stream=stream, **kwargs)  # type: ignore
+
+    def close(self) -> None:
+        self._client.close()
+
+    def __enter__(self) -> "MachineLearningServicesClient":
+        self._client.__enter__()
+        return self
+
+    def __exit__(self, *exc_details: Any) -> None:
+        self._client.__exit__(*exc_details)

sdk/ai/azure-ai-resources/azure/ai/resources/_restclient/_azure_open_ai/_configuration.py

@@ -0,0 +1,64 @@
+# 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 azure.mgmt.core.policies import ARMChallengeAuthenticationPolicy, ARMHttpLoggingPolicy
+
+from ._version import VERSION
+
+if TYPE_CHECKING:
+    # pylint: disable=unused-import,ungrouped-imports
+    from azure.core.credentials import TokenCredential
+
+
+class MachineLearningServicesClientConfiguration:  # pylint: disable=too-many-instance-attributes,name-too-long
+    """Configuration for MachineLearningServicesClient.
+
+    Note that all parameters used to create this instance are saved as instance
+    attributes.
+
+    :param credential: Credential needed for the client to connect to Azure. Required.
+    :type credential: ~azure.core.credentials.TokenCredential
+    :param api_version: The API version to use for this operation. Required.
+    :type api_version: str
+    :param subscription_id: The ID of the target subscription. Required.
+    :type subscription_id: str
+    """
+
+    def __init__(self, credential: "TokenCredential", api_version: str, subscription_id: str, **kwargs: Any) -> None:
+        if credential is None:
+            raise ValueError("Parameter 'credential' must not be None.")
+        if api_version is None:
+            raise ValueError("Parameter 'api_version' must not be None.")
+        if subscription_id is None:
+            raise ValueError("Parameter 'subscription_id' must not be None.")
+
+        self.credential = credential
+        self.api_version = api_version
+        self.subscription_id = subscription_id
+        self.credential_scopes = kwargs.pop("credential_scopes", ["https://management.azure.com/.default"])
+        kwargs.setdefault("sdk_moniker", "ai-resources-autogen/{}".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 ARMHttpLoggingPolicy(**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(
+                self.credential, *self.credential_scopes, **kwargs
+            )