Examples

Index > SageMaker > Examples

Auto-generated documentation for SageMaker type annotations stubs module types-aiobotocore-sagemaker.

Client

Implicit type annotations

Can be used with types-aiobotocore[sagemaker] package installed.

Write your SageMaker code as usual, type checking and code completion should work out of the box.

# SageMakerClient usage example

from aiobotocore.session import get_session


session = get_session()

async with session.create_client("sagemaker") as client:  # (1)
    result = await client.add_association()  # (2)

1. client: SageMakerClient
2. result: AddAssociationResponseTypeDef

# ListActionsPaginator usage example

from aiobotocore.session import get_session


session = get_session()

async with session.create_client("sagemaker") as client:  # (1)
    paginator = client.get_paginator("list_actions")  # (2)
    async for item in paginator.paginate(...):
        print(item)  # (3)

1. client: SageMakerClient
2. paginator: ListActionsPaginator
3. item: ListActionsResponseTypeDef

# EndpointDeletedWaiter usage example

from aiobotocore.session import get_session


session = get_session()

async with session.create_client("sagemaker") as client:  # (1)
    waiter = client.get_waiter("endpoint_deleted")  # (2)
    await waiter.wait()

1. client: SageMakerClient
2. waiter: EndpointDeletedWaiter

Explicit type annotations

With types-aiobotocore-lite[sagemaker] or a standalone types_aiobotocore_sagemaker package, you have to explicitly specify client: SageMakerClient type annotation.

All other type annotations are optional, as types should be discovered automatically. However, these type annotations can be helpful in your functions and methods.

# SageMakerClient usage example with type annotations

from aiobotocore.session import get_session

from types_aiobotocore_sagemaker.client import SageMakerClient
from types_aiobotocore_sagemaker.type_defs import AddAssociationResponseTypeDef
from types_aiobotocore_sagemaker.type_defs import AddAssociationRequestRequestTypeDef


session = get_session()

async with session.create_client("sagemaker") as client:
    client: SageMakerClient
    kwargs: AddAssociationRequestRequestTypeDef = {...}
    result: AddAssociationResponseTypeDef = await client.add_association(**kwargs)

# ListActionsPaginator usage example with type annotations

from aiobotocore.session import get_session

from types_aiobotocore_sagemaker.client import SageMakerClient
from types_aiobotocore_sagemaker.paginator import ListActionsPaginator
from types_aiobotocore_sagemaker.type_defs import ListActionsResponseTypeDef


session = get_session()

async with session.create_client("sagemaker") as client:
    client: SageMakerClient
    paginator: ListActionsPaginator = client.get_paginator("list_actions")
    async for item in paginator.paginate(...):
        item: ListActionsResponseTypeDef
        print(item)

# EndpointDeletedWaiter usage example with type annotations

from aiobotocore.session import get_session

from types_aiobotocore_sagemaker.client import SageMakerClient
from types_aiobotocore_sagemaker.waiter import EndpointDeletedWaiter


session = get_session()

async with session.create_client("sagemaker") as client:
    client: SageMakerClient
    waiter: EndpointDeletedWaiter = client.get_waiter("endpoint_deleted")
    await waiter.wait()