Examples#
Auto-generated documentation for SageMaker type annotations stubs module mypy-boto3-sagemaker.
Client#
Implicit type annotations#
Can be used with boto3-stubs[sagemaker]
package installed.
Write your SageMaker
code as usual,
type checking and code completion should work out of the box.
Client method usage example#
# SageMakerClient usage example
from boto3.session import Session
session = Session()
client = session.client("sagemaker") # (1)
result = client.add_association() # (2)
- client: SageMakerClient
- result: AddAssociationResponseTypeDef
Paginator usage example#
# CreateHubContentPresignedUrlsPaginator usage example
from boto3.session import Session
session = Session()
client = session.client("sagemaker") # (1)
paginator = client.get_paginator("create_hub_content_presigned_urls") # (2)
for item in paginator.paginate(...):
print(item) # (3)
- client: SageMakerClient
- paginator: CreateHubContentPresignedUrlsPaginator
- item: CreateHubContentPresignedUrlsResponseTypeDef
Waiter usage example#
# EndpointDeletedWaiter usage example
from boto3.session import Session
session = Session()
client = session.client("sagemaker") # (1)
waiter = client.get_waiter("endpoint_deleted") # (2)
waiter.wait(...)
- client: SageMakerClient
- waiter: EndpointDeletedWaiter
Explicit type annotations#
With boto3-stubs-lite[sagemaker]
or a standalone mypy_boto3_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.
Client method usage example#
# SageMakerClient usage example with type annotations
from boto3.session import Session
from mypy_boto3_sagemaker.client import SageMakerClient
from mypy_boto3_sagemaker.type_defs import AddAssociationResponseTypeDef
from mypy_boto3_sagemaker.type_defs import AddAssociationRequestTypeDef
session = Session()
client: SageMakerClient = session.client("sagemaker")
kwargs: AddAssociationRequestTypeDef = {...}
result: AddAssociationResponseTypeDef = client.add_association(**kwargs)
Paginator usage example#
# CreateHubContentPresignedUrlsPaginator usage example with type annotations
from boto3.session import Session
from mypy_boto3_sagemaker.client import SageMakerClient
from mypy_boto3_sagemaker.paginator import CreateHubContentPresignedUrlsPaginator
from mypy_boto3_sagemaker.type_defs import CreateHubContentPresignedUrlsResponseTypeDef
session = Session()
client: SageMakerClient = session.client("sagemaker")
paginator: CreateHubContentPresignedUrlsPaginator = client.get_paginator("create_hub_content_presigned_urls")
for item in paginator.paginate(...):
item: CreateHubContentPresignedUrlsResponseTypeDef
print(item)
Waiter usage example#
# EndpointDeletedWaiter usage example with type annotations
from boto3.session import Session
from mypy_boto3_sagemaker.client import SageMakerClient
from mypy_boto3_sagemaker.waiter import EndpointDeletedWaiter
session = Session()
client: SageMakerClient = session.client("sagemaker")
waiter: EndpointDeletedWaiter = client.get_waiter("endpoint_deleted")
waiter.wait(...)