Type definitions

Index > SageMakerFeatureStoreRuntime > Type definitions

Auto-generated documentation for SageMakerFeatureStoreRuntime type annotations stubs module mypy-boto3-sagemaker-featurestore-runtime.

BatchGetRecordIdentifierUnionTypeDef

# BatchGetRecordIdentifierUnionTypeDef Union usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import BatchGetRecordIdentifierUnionTypeDef


def get_value() -> BatchGetRecordIdentifierUnionTypeDef:
    return ...


# BatchGetRecordIdentifierUnionTypeDef definition

BatchGetRecordIdentifierUnionTypeDef = Union[
    BatchGetRecordIdentifierTypeDef,  # (1)
    BatchGetRecordIdentifierOutputTypeDef,  # (2)
]

1. See BatchGetRecordIdentifierTypeDef
2. See BatchGetRecordIdentifierOutputTypeDef

FeatureValueUnionTypeDef

# FeatureValueUnionTypeDef Union usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import FeatureValueUnionTypeDef


def get_value() -> FeatureValueUnionTypeDef:
    return ...


# FeatureValueUnionTypeDef definition

FeatureValueUnionTypeDef = Union[
    FeatureValueTypeDef,  # (1)
    FeatureValueOutputTypeDef,  # (2)
]

1. See FeatureValueTypeDef
2. See FeatureValueOutputTypeDef

BatchGetRecordErrorTypeDef

# BatchGetRecordErrorTypeDef TypedDict usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import BatchGetRecordErrorTypeDef


def get_value() -> BatchGetRecordErrorTypeDef:
    return {
        "FeatureGroupName": ...,
    }


# BatchGetRecordErrorTypeDef definition

class BatchGetRecordErrorTypeDef(TypedDict):
    FeatureGroupName: str,
    RecordIdentifierValueAsString: str,
    ErrorCode: str,
    ErrorMessage: str,

BatchGetRecordIdentifierOutputTypeDef

# BatchGetRecordIdentifierOutputTypeDef TypedDict usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import BatchGetRecordIdentifierOutputTypeDef


def get_value() -> BatchGetRecordIdentifierOutputTypeDef:
    return {
        "FeatureGroupName": ...,
    }


# BatchGetRecordIdentifierOutputTypeDef definition

class BatchGetRecordIdentifierOutputTypeDef(TypedDict):
    FeatureGroupName: str,
    RecordIdentifiersValueAsString: List[str],
    FeatureNames: NotRequired[List[str]],

BatchGetRecordIdentifierTypeDef

# BatchGetRecordIdentifierTypeDef TypedDict usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import BatchGetRecordIdentifierTypeDef


def get_value() -> BatchGetRecordIdentifierTypeDef:
    return {
        "FeatureGroupName": ...,
    }


# BatchGetRecordIdentifierTypeDef definition

class BatchGetRecordIdentifierTypeDef(TypedDict):
    FeatureGroupName: str,
    RecordIdentifiersValueAsString: Sequence[str],
    FeatureNames: NotRequired[Sequence[str]],

ResponseMetadataTypeDef

# ResponseMetadataTypeDef TypedDict usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import ResponseMetadataTypeDef


def get_value() -> ResponseMetadataTypeDef:
    return {
        "RequestId": ...,
    }


# ResponseMetadataTypeDef definition

class ResponseMetadataTypeDef(TypedDict):
    RequestId: str,
    HTTPStatusCode: int,
    HTTPHeaders: Dict[str, str],
    RetryAttempts: int,
    HostId: NotRequired[str],

FeatureValueOutputTypeDef

# FeatureValueOutputTypeDef TypedDict usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import FeatureValueOutputTypeDef


def get_value() -> FeatureValueOutputTypeDef:
    return {
        "FeatureName": ...,
    }


# FeatureValueOutputTypeDef definition

class FeatureValueOutputTypeDef(TypedDict):
    FeatureName: str,
    ValueAsString: NotRequired[str],
    ValueAsStringList: NotRequired[List[str]],

DeleteRecordRequestTypeDef

# DeleteRecordRequestTypeDef TypedDict usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import DeleteRecordRequestTypeDef


def get_value() -> DeleteRecordRequestTypeDef:
    return {
        "FeatureGroupName": ...,
    }


# DeleteRecordRequestTypeDef definition

class DeleteRecordRequestTypeDef(TypedDict):
    FeatureGroupName: str,
    RecordIdentifierValueAsString: str,
    EventTime: str,
    TargetStores: NotRequired[Sequence[TargetStoreType]],  # (1)
    DeletionMode: NotRequired[DeletionModeType],  # (2)

1. See Sequence[TargetStoreType]
2. See DeletionModeType

FeatureValueTypeDef

# FeatureValueTypeDef TypedDict usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import FeatureValueTypeDef


def get_value() -> FeatureValueTypeDef:
    return {
        "FeatureName": ...,
    }


# FeatureValueTypeDef definition

class FeatureValueTypeDef(TypedDict):
    FeatureName: str,
    ValueAsString: NotRequired[str],
    ValueAsStringList: NotRequired[Sequence[str]],

GetRecordRequestTypeDef

# GetRecordRequestTypeDef TypedDict usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import GetRecordRequestTypeDef


def get_value() -> GetRecordRequestTypeDef:
    return {
        "FeatureGroupName": ...,
    }


# GetRecordRequestTypeDef definition

class GetRecordRequestTypeDef(TypedDict):
    FeatureGroupName: str,
    RecordIdentifierValueAsString: str,
    FeatureNames: NotRequired[Sequence[str]],
    ExpirationTimeResponse: NotRequired[ExpirationTimeResponseType],  # (1)

1. See ExpirationTimeResponseType

TtlDurationTypeDef

# TtlDurationTypeDef TypedDict usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import TtlDurationTypeDef


def get_value() -> TtlDurationTypeDef:
    return {
        "Unit": ...,
    }


# TtlDurationTypeDef definition

class TtlDurationTypeDef(TypedDict):
    Unit: TtlDurationUnitType,  # (1)
    Value: int,

1. See TtlDurationUnitType

EmptyResponseMetadataTypeDef

# EmptyResponseMetadataTypeDef TypedDict usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import EmptyResponseMetadataTypeDef


def get_value() -> EmptyResponseMetadataTypeDef:
    return {
        "ResponseMetadata": ...,
    }


# EmptyResponseMetadataTypeDef definition

class EmptyResponseMetadataTypeDef(TypedDict):
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

BatchGetRecordResultDetailTypeDef

# BatchGetRecordResultDetailTypeDef TypedDict usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import BatchGetRecordResultDetailTypeDef


def get_value() -> BatchGetRecordResultDetailTypeDef:
    return {
        "FeatureGroupName": ...,
    }


# BatchGetRecordResultDetailTypeDef definition

class BatchGetRecordResultDetailTypeDef(TypedDict):
    FeatureGroupName: str,
    RecordIdentifierValueAsString: str,
    Record: List[FeatureValueOutputTypeDef],  # (1)
    ExpiresAt: NotRequired[str],

1. See List[FeatureValueOutputTypeDef]

GetRecordResponseTypeDef

# GetRecordResponseTypeDef TypedDict usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import GetRecordResponseTypeDef


def get_value() -> GetRecordResponseTypeDef:
    return {
        "Record": ...,
    }


# GetRecordResponseTypeDef definition

class GetRecordResponseTypeDef(TypedDict):
    Record: List[FeatureValueOutputTypeDef],  # (1)
    ExpiresAt: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See List[FeatureValueOutputTypeDef]
2. See ResponseMetadataTypeDef

BatchGetRecordRequestTypeDef

# BatchGetRecordRequestTypeDef TypedDict usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import BatchGetRecordRequestTypeDef


def get_value() -> BatchGetRecordRequestTypeDef:
    return {
        "Identifiers": ...,
    }


# BatchGetRecordRequestTypeDef definition

class BatchGetRecordRequestTypeDef(TypedDict):
    Identifiers: Sequence[BatchGetRecordIdentifierUnionTypeDef],  # (1)
    ExpirationTimeResponse: NotRequired[ExpirationTimeResponseType],  # (2)

1. See Sequence[BatchGetRecordIdentifierUnionTypeDef]
2. See ExpirationTimeResponseType

BatchGetRecordResponseTypeDef

# BatchGetRecordResponseTypeDef TypedDict usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import BatchGetRecordResponseTypeDef


def get_value() -> BatchGetRecordResponseTypeDef:
    return {
        "Records": ...,
    }


# BatchGetRecordResponseTypeDef definition

class BatchGetRecordResponseTypeDef(TypedDict):
    Records: List[BatchGetRecordResultDetailTypeDef],  # (1)
    Errors: List[BatchGetRecordErrorTypeDef],  # (2)
    UnprocessedIdentifiers: List[BatchGetRecordIdentifierOutputTypeDef],  # (3)
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)

1. See List[BatchGetRecordResultDetailTypeDef]
2. See List[BatchGetRecordErrorTypeDef]
3. See List[BatchGetRecordIdentifierOutputTypeDef]
4. See ResponseMetadataTypeDef

PutRecordRequestTypeDef

# PutRecordRequestTypeDef TypedDict usage example

from mypy_boto3_sagemaker_featurestore_runtime.type_defs import PutRecordRequestTypeDef


def get_value() -> PutRecordRequestTypeDef:
    return {
        "FeatureGroupName": ...,
    }


# PutRecordRequestTypeDef definition

class PutRecordRequestTypeDef(TypedDict):
    FeatureGroupName: str,
    Record: Sequence[FeatureValueUnionTypeDef],  # (1)
    TargetStores: NotRequired[Sequence[TargetStoreType]],  # (2)
    TtlDuration: NotRequired[TtlDurationTypeDef],  # (3)

1. See Sequence[FeatureValueUnionTypeDef]
2. See Sequence[TargetStoreType]
3. See TtlDurationTypeDef