Spaces:
Sleeping
Sleeping
File size: 9,425 Bytes
6464253 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 | from __future__ import annotations
import os
import dataclasses
import types
from typing import Any, cast
from collections.abc import Sequence
import google.ai.generativelanguage as glm
from google.auth import credentials as ga_credentials
from google.api_core import client_options as client_options_lib
from google.api_core import gapic_v1
from google.api_core import operations_v1
try:
from google.generativeai import version
__version__ = version.__version__
except ImportError:
__version__ = "0.0.0"
USER_AGENT = "genai-py"
@dataclasses.dataclass
class _ClientManager:
client_config: dict[str, Any] = dataclasses.field(default_factory=dict)
default_metadata: Sequence[tuple[str, str]] = ()
discuss_client: glm.DiscussServiceClient | None = None
discuss_async_client: glm.DiscussServiceAsyncClient | None = None
clients: dict[str, Any] = dataclasses.field(default_factory=dict)
def configure(
self,
*,
api_key: str | None = None,
credentials: ga_credentials.Credentials | dict | None = None,
# The user can pass a string to choose `rest` or `grpc` or 'grpc_asyncio'.
# See `_transport_registry` in `DiscussServiceClientMeta`.
# Since the transport classes align with the client classes it wouldn't make
# sense to accept a `Transport` object here even though the client classes can.
# We could accept a dict since all the `Transport` classes take the same args,
# but that seems rare. Users that need it can just switch to the low level API.
transport: str | None = None,
client_options: client_options_lib.ClientOptions | dict[str, Any] | None = None,
client_info: gapic_v1.client_info.ClientInfo | None = None,
default_metadata: Sequence[tuple[str, str]] = (),
) -> None:
"""Captures default client configuration.
If no API key has been provided (either directly, or on `client_options`) and the
`GOOGLE_API_KEY` environment variable is set, it will be used as the API key.
Note: Not all arguments are detailed below. Refer to the `*ServiceClient` classes in
`google.ai.generativelanguage` for details on the other arguments.
Args:
transport: A string, one of: [`rest`, `grpc`, `grpc_asyncio`].
api_key: The API-Key to use when creating the default clients (each service uses
a separate client). This is a shortcut for `client_options={"api_key": api_key}`.
If omitted, and the `GOOGLE_API_KEY` environment variable is set, it will be
used.
default_metadata: Default (key, value) metadata pairs to send with every request.
when using `transport="rest"` these are sent as HTTP headers.
"""
if isinstance(client_options, dict):
client_options = client_options_lib.from_dict(client_options)
if client_options is None:
client_options = client_options_lib.ClientOptions()
client_options = cast(client_options_lib.ClientOptions, client_options)
had_api_key_value = getattr(client_options, "api_key", None)
if had_api_key_value:
if api_key is not None:
raise ValueError("You can't set both `api_key` and `client_options['api_key']`.")
else:
if api_key is None:
# If no key is provided explicitly, attempt to load one from the
# environment.
api_key = os.getenv("GOOGLE_API_KEY")
client_options.api_key = api_key
user_agent = f"{USER_AGENT}/{__version__}"
if client_info:
# Be respectful of any existing agent setting.
if client_info.user_agent:
client_info.user_agent += f" {user_agent}"
else:
client_info.user_agent = user_agent
else:
client_info = gapic_v1.client_info.ClientInfo(user_agent=user_agent)
client_config = {
"credentials": credentials,
"transport": transport,
"client_options": client_options,
"client_info": client_info,
}
client_config = {key: value for key, value in client_config.items() if value is not None}
self.client_config = client_config
self.default_metadata = default_metadata
self.clients = {}
def make_client(self, name):
if name.endswith("_async"):
name = name.split("_")[0]
cls = getattr(glm, name.title() + "ServiceAsyncClient")
else:
cls = getattr(glm, name.title() + "ServiceClient")
# Attempt to configure using defaults.
if not self.client_config:
configure()
client = cls(**self.client_config)
if not self.default_metadata:
return client
def keep(name, f):
if name.startswith("_"):
return False
elif not isinstance(f, types.FunctionType):
return False
elif isinstance(f, classmethod):
return False
elif isinstance(f, staticmethod):
return False
else:
return True
def add_default_metadata_wrapper(f):
def call(*args, metadata=(), **kwargs):
metadata = list(metadata) + list(self.default_metadata)
return f(*args, **kwargs, metadata=metadata)
return call
for name, value in cls.__dict__.items():
if not keep(name, value):
continue
f = getattr(client, name)
f = add_default_metadata_wrapper(f)
setattr(client, name, f)
return client
def get_default_client(self, name):
name = name.lower()
if name == "operations":
return self.get_default_operations_client()
client = self.clients.get(name)
if client is None:
client = self.make_client(name)
self.clients[name] = client
return client
def get_default_operations_client(self) -> operations_v1.OperationsClient:
client = self.clients.get("operations", None)
if client is None:
model_client = self.get_default_client("Model")
client = model_client._transport.operations_client
self.clients["operations"] = client
return client
def configure(
*,
api_key: str | None = None,
credentials: ga_credentials.Credentials | dict | None = None,
# The user can pass a string to choose `rest` or `grpc` or 'grpc_asyncio'.
# See `_transport_registry` in `DiscussServiceClientMeta`.
# Since the transport classes align with the client classes it wouldn't make
# sense to accept a `Transport` object here even though the client classes can.
# We could accept a dict since all the `Transport` classes take the same args,
# but that seems rare. Users that need it can just switch to the low level API.
transport: str | None = None,
client_options: client_options_lib.ClientOptions | dict | None = None,
client_info: gapic_v1.client_info.ClientInfo | None = None,
default_metadata: Sequence[tuple[str, str]] = (),
):
"""Captures default client configuration.
If no API key has been provided (either directly, or on `client_options`) and the
`GOOGLE_API_KEY` environment variable is set, it will be used as the API key.
Note: Not all arguments are detailed below. Refer to the `*ServiceClient` classes in
`google.ai.generativelanguage` for details on the other arguments.
Args:
transport: A string, one of: [`rest`, `grpc`, `grpc_asyncio`].
api_key: The API-Key to use when creating the default clients (each service uses
a separate client). This is a shortcut for `client_options={"api_key": api_key}`.
If omitted, and the `GOOGLE_API_KEY` environment variable is set, it will be
used.
default_metadata: Default (key, value) metadata pairs to send with every request.
when using `transport="rest"` these are sent as HTTP headers.
"""
return _client_manager.configure(
api_key=api_key,
credentials=credentials,
transport=transport,
client_options=client_options,
client_info=client_info,
default_metadata=default_metadata,
)
_client_manager = _ClientManager()
_client_manager.configure()
def get_default_discuss_client() -> glm.DiscussServiceClient:
return _client_manager.get_default_client("discuss")
def get_default_discuss_async_client() -> glm.DiscussServiceAsyncClient:
return _client_manager.get_default_client("discuss_async")
def get_default_generative_client() -> glm.GenerativeServiceClient:
return _client_manager.get_default_client("generative")
def get_default_generative_async_client() -> glm.GenerativeServiceAsyncClient:
return _client_manager.get_default_client("generative_async")
def get_default_text_client() -> glm.TextServiceClient:
return _client_manager.get_default_client("text")
def get_default_operations_client() -> operations_v1.OperationsClient:
return _client_manager.get_default_client("operations")
def get_default_model_client() -> glm.ModelServiceAsyncClient:
return _client_manager.get_default_client("model")
|