aboutsummaryrefslogtreecommitdiff
path: root/.venv/lib/python3.12/site-packages/azure/ai/inference/aio/_configuration.py
blob: f60e112599d6a89d225624984a26b8670200754f (about) (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
# 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, Union

from azure.core.credentials import AzureKeyCredential
from azure.core.pipeline import policies

from .._version import VERSION

if TYPE_CHECKING:
    from azure.core.credentials_async import AsyncTokenCredential


class ChatCompletionsClientConfiguration:  # pylint: disable=too-many-instance-attributes
    """Configuration for ChatCompletionsClient.

    Note that all parameters used to create this instance are saved as instance
    attributes.

    :param endpoint: Service host. Required.
    :type endpoint: str
    :param credential: Credential used to authenticate requests to the service. Is either a key
     credential type or a token credential type. Required.
    :type credential: ~azure.core.credentials.AzureKeyCredential or
     ~azure.core.credentials.AzureKeyCredential or
     ~azure.core.credentials_async.AsyncTokenCredential
    :keyword api_version: The API version to use for this operation. Default value is
     "2024-05-01-preview". Note that overriding this default value may result in unsupported
     behavior.
    :paramtype api_version: str
    """

    def __init__(
        self, endpoint: str, credential: Union[AzureKeyCredential, "AsyncTokenCredential"], **kwargs: Any
    ) -> None:
        api_version: str = kwargs.pop("api_version", "2024-05-01-preview")

        if endpoint is None:
            raise ValueError("Parameter 'endpoint' must not be None.")
        if credential is None:
            raise ValueError("Parameter 'credential' must not be None.")

        self.endpoint = endpoint
        self.credential = credential
        self.api_version = api_version
        self.credential_scopes = kwargs.pop("credential_scopes", ["https://ml.azure.com/.default"])
        kwargs.setdefault("sdk_moniker", "ai-inference/{}".format(VERSION))
        self.polling_interval = kwargs.get("polling_interval", 30)
        self._configure(**kwargs)

    def _infer_policy(self, **kwargs):
        if isinstance(self.credential, AzureKeyCredential):
            return policies.AzureKeyCredentialPolicy(self.credential, "Authorization", prefix="Bearer", **kwargs)
        if isinstance(self.credential, AzureKeyCredential):
            return policies.AzureKeyCredentialPolicy(self.credential, "api-key", **kwargs)
        if hasattr(self.credential, "get_token"):
            return policies.AsyncBearerTokenCredentialPolicy(self.credential, *self.credential_scopes, **kwargs)
        raise TypeError(f"Unsupported credential: {self.credential}")

    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.AsyncRedirectPolicy(**kwargs)
        self.retry_policy = kwargs.get("retry_policy") or policies.AsyncRetryPolicy(**kwargs)
        self.authentication_policy = kwargs.get("authentication_policy")
        if self.credential and not self.authentication_policy:
            self.authentication_policy = self._infer_policy(**kwargs)


class EmbeddingsClientConfiguration:  # pylint: disable=too-many-instance-attributes
    """Configuration for EmbeddingsClient.

    Note that all parameters used to create this instance are saved as instance
    attributes.

    :param endpoint: Service host. Required.
    :type endpoint: str
    :param credential: Credential used to authenticate requests to the service. Is either a key
     credential type or a token credential type. Required.
    :type credential: ~azure.core.credentials.AzureKeyCredential or
     ~azure.core.credentials.AzureKeyCredential or
     ~azure.core.credentials_async.AsyncTokenCredential
    :keyword api_version: The API version to use for this operation. Default value is
     "2024-05-01-preview". Note that overriding this default value may result in unsupported
     behavior.
    :paramtype api_version: str
    """

    def __init__(
        self, endpoint: str, credential: Union[AzureKeyCredential, "AsyncTokenCredential"], **kwargs: Any
    ) -> None:
        api_version: str = kwargs.pop("api_version", "2024-05-01-preview")

        if endpoint is None:
            raise ValueError("Parameter 'endpoint' must not be None.")
        if credential is None:
            raise ValueError("Parameter 'credential' must not be None.")

        self.endpoint = endpoint
        self.credential = credential
        self.api_version = api_version
        self.credential_scopes = kwargs.pop("credential_scopes", ["https://ml.azure.com/.default"])
        kwargs.setdefault("sdk_moniker", "ai-inference/{}".format(VERSION))
        self.polling_interval = kwargs.get("polling_interval", 30)
        self._configure(**kwargs)

    def _infer_policy(self, **kwargs):
        if isinstance(self.credential, AzureKeyCredential):
            return policies.AzureKeyCredentialPolicy(self.credential, "Authorization", prefix="Bearer", **kwargs)
        if isinstance(self.credential, AzureKeyCredential):
            return policies.AzureKeyCredentialPolicy(self.credential, "api-key", **kwargs)
        if hasattr(self.credential, "get_token"):
            return policies.AsyncBearerTokenCredentialPolicy(self.credential, *self.credential_scopes, **kwargs)
        raise TypeError(f"Unsupported credential: {self.credential}")

    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.AsyncRedirectPolicy(**kwargs)
        self.retry_policy = kwargs.get("retry_policy") or policies.AsyncRetryPolicy(**kwargs)
        self.authentication_policy = kwargs.get("authentication_policy")
        if self.credential and not self.authentication_policy:
            self.authentication_policy = self._infer_policy(**kwargs)


class ImageEmbeddingsClientConfiguration:  # pylint: disable=too-many-instance-attributes
    """Configuration for ImageEmbeddingsClient.

    Note that all parameters used to create this instance are saved as instance
    attributes.

    :param endpoint: Service host. Required.
    :type endpoint: str
    :param credential: Credential used to authenticate requests to the service. Is either a key
     credential type or a token credential type. Required.
    :type credential: ~azure.core.credentials.AzureKeyCredential or
     ~azure.core.credentials.AzureKeyCredential or
     ~azure.core.credentials_async.AsyncTokenCredential
    :keyword api_version: The API version to use for this operation. Default value is
     "2024-05-01-preview". Note that overriding this default value may result in unsupported
     behavior.
    :paramtype api_version: str
    """

    def __init__(
        self, endpoint: str, credential: Union[AzureKeyCredential, "AsyncTokenCredential"], **kwargs: Any
    ) -> None:
        api_version: str = kwargs.pop("api_version", "2024-05-01-preview")

        if endpoint is None:
            raise ValueError("Parameter 'endpoint' must not be None.")
        if credential is None:
            raise ValueError("Parameter 'credential' must not be None.")

        self.endpoint = endpoint
        self.credential = credential
        self.api_version = api_version
        self.credential_scopes = kwargs.pop("credential_scopes", ["https://ml.azure.com/.default"])
        kwargs.setdefault("sdk_moniker", "ai-inference/{}".format(VERSION))
        self.polling_interval = kwargs.get("polling_interval", 30)
        self._configure(**kwargs)

    def _infer_policy(self, **kwargs):
        if isinstance(self.credential, AzureKeyCredential):
            return policies.AzureKeyCredentialPolicy(self.credential, "Authorization", prefix="Bearer", **kwargs)
        if isinstance(self.credential, AzureKeyCredential):
            return policies.AzureKeyCredentialPolicy(self.credential, "api-key", **kwargs)
        if hasattr(self.credential, "get_token"):
            return policies.AsyncBearerTokenCredentialPolicy(self.credential, *self.credential_scopes, **kwargs)
        raise TypeError(f"Unsupported credential: {self.credential}")

    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.AsyncRedirectPolicy(**kwargs)
        self.retry_policy = kwargs.get("retry_policy") or policies.AsyncRetryPolicy(**kwargs)
        self.authentication_policy = kwargs.get("authentication_policy")
        if self.credential and not self.authentication_policy:
            self.authentication_policy = self._infer_policy(**kwargs)