SageMakerFeatureStoreRuntimeClient

Index > SageMakerFeatureStoreRuntime > SageMakerFeatureStoreRuntimeClient

Auto-generated documentation for SageMakerFeatureStoreRuntime type annotations stubs module types-aiobotocore-sagemaker-featurestore-runtime.

SageMakerFeatureStoreRuntimeClient

Type annotations and code completion for session.create_client("sagemaker-featurestore-runtime") boto3 documentation

SageMakerFeatureStoreRuntimeClient usage example

from aiobotocore.session import get_session
from types_aiobotocore_sagemaker_featurestore_runtime.client import SageMakerFeatureStoreRuntimeClient

session = get_session()
async with session.create_client("sagemaker-featurestore-runtime") as client:
    client: SageMakerFeatureStoreRuntimeClient

Exceptions

aiobotocore client exceptions are generated in runtime. This class provides code completion for session.create_client("sagemaker-featurestore-runtime").exceptions structure.

SageMakerFeatureStoreRuntimeClient.exceptions usage example

async with session.create_client("sagemaker-featurestore-runtime") as client:
    try:
        do_something(client)
    except (
            client.AccessForbidden,
        client.ClientError,
        client.InternalFailure,
        client.ResourceNotFound,
        client.ServiceUnavailable,
        client.ValidationError,
    ) as e:
        print(e)

SageMakerFeatureStoreRuntimeClient usage type checking example

from types_aiobotocore_sagemaker_featurestore_runtime.client import Exceptions

def handle_error(exc: Exceptions.AccessForbidden) -> None:
    ...

Methods

batch_get_record

Retrieves a batch of Records from a FeatureGroup.

Type annotations and code completion for session.create_client("sagemaker-featurestore-runtime").batch_get_record method. boto3 documentation

# batch_get_record method definition

await def batch_get_record(
    self,
    *,
    Identifiers: Sequence[BatchGetRecordIdentifierTypeDef],  # (1)
    ExpirationTimeResponse: ExpirationTimeResponseType = ...,  # (2)
) -> BatchGetRecordResponseTypeDef:  # (3)
    ...

1. See BatchGetRecordIdentifierTypeDef
2. See ExpirationTimeResponseType
3. See BatchGetRecordResponseTypeDef

# batch_get_record method usage example with argument unpacking

kwargs: BatchGetRecordRequestRequestTypeDef = {  # (1)
    "Identifiers": ...,
}

parent.batch_get_record(**kwargs)

1. See BatchGetRecordRequestRequestTypeDef

can_paginate

Check if an operation can be paginated.

Type annotations and code completion for session.create_client("sagemaker-featurestore-runtime").can_paginate method. boto3 documentation

# can_paginate method definition

def can_paginate(
    self,
    operation_name: str,
) -> bool:
    ...

close

Closes underlying endpoint connections.

Type annotations and code completion for session.create_client("sagemaker-featurestore-runtime").close method. boto3 documentation

# close method definition

await def close(
    self,
) -> None:
    ...

delete_record

Deletes a Record from a FeatureGroup in the OnlineStore.

Type annotations and code completion for session.create_client("sagemaker-featurestore-runtime").delete_record method. boto3 documentation

# delete_record method definition

await def delete_record(
    self,
    *,
    FeatureGroupName: str,
    RecordIdentifierValueAsString: str,
    EventTime: str,
    TargetStores: Sequence[TargetStoreType] = ...,  # (1)
    DeletionMode: DeletionModeType = ...,  # (2)
) -> EmptyResponseMetadataTypeDef:  # (3)
    ...

1. See TargetStoreType
2. See DeletionModeType
3. See EmptyResponseMetadataTypeDef

# delete_record method usage example with argument unpacking

kwargs: DeleteRecordRequestRequestTypeDef = {  # (1)
    "FeatureGroupName": ...,
    "RecordIdentifierValueAsString": ...,
    "EventTime": ...,
}

parent.delete_record(**kwargs)

1. See DeleteRecordRequestRequestTypeDef

generate_presigned_url

Generate a presigned url given a client, its method, and arguments.

Type annotations and code completion for session.create_client("sagemaker-featurestore-runtime").generate_presigned_url method. boto3 documentation

# generate_presigned_url method definition

await def generate_presigned_url(
    self,
    ClientMethod: str,
    Params: Mapping[str, Any] = ...,
    ExpiresIn: int = 3600,
    HttpMethod: str = ...,
) -> str:
    ...

get_record

Use for OnlineStore serving from a FeatureStore.

Type annotations and code completion for session.create_client("sagemaker-featurestore-runtime").get_record method. boto3 documentation

# get_record method definition

await def get_record(
    self,
    *,
    FeatureGroupName: str,
    RecordIdentifierValueAsString: str,
    FeatureNames: Sequence[str] = ...,
    ExpirationTimeResponse: ExpirationTimeResponseType = ...,  # (1)
) -> GetRecordResponseTypeDef:  # (2)
    ...

1. See ExpirationTimeResponseType
2. See GetRecordResponseTypeDef

# get_record method usage example with argument unpacking

kwargs: GetRecordRequestRequestTypeDef = {  # (1)
    "FeatureGroupName": ...,
    "RecordIdentifierValueAsString": ...,
}

parent.get_record(**kwargs)

1. See GetRecordRequestRequestTypeDef

put_record

The PutRecord API is used to ingest a list of Records into your feature group.

Type annotations and code completion for session.create_client("sagemaker-featurestore-runtime").put_record method. boto3 documentation

# put_record method definition

await def put_record(
    self,
    *,
    FeatureGroupName: str,
    Record: Sequence[FeatureValueTypeDef],  # (1)
    TargetStores: Sequence[TargetStoreType] = ...,  # (2)
    TtlDuration: TtlDurationTypeDef = ...,  # (3)
) -> EmptyResponseMetadataTypeDef:  # (4)
    ...

1. See FeatureValueTypeDef
2. See TargetStoreType
3. See TtlDurationTypeDef
4. See EmptyResponseMetadataTypeDef

# put_record method usage example with argument unpacking

kwargs: PutRecordRequestRequestTypeDef = {  # (1)
    "FeatureGroupName": ...,
    "Record": ...,
}

parent.put_record(**kwargs)

1. See PutRecordRequestRequestTypeDef

__aenter__

Type annotations and code completion for session.create_client("sagemaker-featurestore-runtime").__aenter__ method. boto3 documentation

# __aenter__ method definition

await def __aenter__(
    self,
) -> SageMakerFeatureStoreRuntimeClient:
    ...

__aexit__

Type annotations and code completion for session.create_client("sagemaker-featurestore-runtime").__aexit__ method. boto3 documentation

# __aexit__ method definition

await def __aexit__(
    self,
    exc_type: Any,
    exc_val: Any,
    exc_tb: Any,
) -> Any:
    ...