__init__(*, folder_id=Undefined, endpoint=Undefined, auth=Undefined, retry_policy=Undefined, yc_profile=Undefined, service_map=Undefined, interceptors=Undefined, enable_server_data_logging=Undefined, verify=Undefined)

Construct a new asynchronous sdk instance.

Parameters

folder_id (str) – Yandex Cloud folder identifier which will be billed for models usage. In case of default Undefined value, the parameter will be taken from the environment variable YC_FOLDER_ID.
endpoint (str) – domain:port pair for Yandex Cloud API or any other grpc compatible target. In case of None passed it turns off service endpoint discovery mechanism and requires service_map to be passed.
auth (str | BaseAuth | Undefined) – string with API Key, IAM token or one of yandex_cloud_ml_sdk.auth objects; in case of default Undefined value, the token will be taken from one of the environment variables: YC_OAUTH_TOKEN, YC_TOKEN, YC_IAM_TOKEN, or YC_API_KEY.
service_map (Dict[str, str]) – a way to redefine endpoints for one or more cloud subservices with a format of dict {"service_name": "service_address"}.
enable_server_data_logging (bool | Undefined) – when passed bool, we will add x-data-logging-enabled: to all of requests, which will enable or disable logging of user data on server side. It will do something only on those parts of backends which supports this option.
verify (bool | pathlib.Path | str | os.PathLike) – SSL certificates (a.k.a CA bundle) used to verify the identity of requested hosts. Either True (default CA bundle), a path to an SSL certificate file, or False (which will disable verification).
retry_policy (RetryPolicy | Undefined)
yc_profile (str | Undefined)
interceptors (Sequence[ClientInterceptor] | Undefined)

setup_default_logging(log_level='INFO', log_format='[%(levelname)1.1s %(asctime)s %(name)s:%(lineno)d] %(message)s', date_format='%Y-%m-%d %H:%M:%S')

Sets up the default logging configuration.

Read more about log_levels, log_format, and date_format in Python documentation (logging).

Parameters

log_level (Literal['CRITICAL', 'FATAL', 'ERROR', 'WARN', 'WARNING', 'INFO', 'DEBUG', 'TRACE'] | ~typing.Literal['critical', 'fatal', 'error', 'warn', 'warning', 'info', 'debug', 'TRACE'] | int) – The logging level to set.
log_format (str) – The format of the log messages.
date_format (str) – The format for timestamps in log messages.

Returns

The instance of the SDK with logging configured.

Return type

Self

Async SDK

class yandexcloudmlsdk.AsyncYCloudMLclass yandex_cloud_ml_sdk.AsyncYCloudML

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class yandex_cloud_ml_sdk.AsyncYCloudML