Request retries

Some general info about how retries works

Retries configurationRetries configuration

class yandexcloudmlsdk.retry.RetryPolicyclass yandex_cloud_ml_sdk._retry.RetryPolicy

A class that defines a retry policy for network operations.

max_attempts: int = 5

the maximum number of retry attempts

initial_backoff: float = 1

the initial backoff time (in seconds)

max_backoff: float = 10

the maximum backoff time (in seconds)

backoff_multiplier: float = 1.5

the multiplier applied to the backoff after each attempt

jitter: float = 1

the maximum amount of jitter to add to the backoff

retriable_codes: Iterable[StatusCode] = (StatusCode.UNAVAILABLE, StatusCode.RESOURCE_EXHAUSTED)

the grpc status codes that are considered retriable

get_interceptors()

async sleep(attempt, deadline)

Interceptors impletentationInterceptors impletentation

class yandexcloudmlsdk.retry.UnaryUnaryRetryInterceptorclass yandex_cloud_ml_sdk._retry.UnaryUnaryRetryInterceptor

class yandexcloudmlsdk.retry.UnaryStreamRetryInterceptorclass yandex_cloud_ml_sdk._retry.UnaryStreamRetryInterceptor