Type definitions

Index > SageMakerMetrics > Type definitions

Auto-generated documentation for SageMakerMetrics type annotations stubs module mypy-boto3-sagemaker-metrics.

TimestampTypeDef

# TimestampTypeDef definition

TimestampTypeDef = Union[
    datetime,
    str,
]

BatchPutMetricsErrorTypeDef

# BatchPutMetricsErrorTypeDef definition

class BatchPutMetricsErrorTypeDef(TypedDict):
    Code: NotRequired[PutMetricsErrorCodeType],  # (1)
    MetricIndex: NotRequired[int],

1. See PutMetricsErrorCodeType

ResponseMetadataTypeDef

# ResponseMetadataTypeDef definition

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

BatchPutMetricsResponseTypeDef

# BatchPutMetricsResponseTypeDef definition

class BatchPutMetricsResponseTypeDef(TypedDict):
    Errors: List[BatchPutMetricsErrorTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See BatchPutMetricsErrorTypeDef
2. See ResponseMetadataTypeDef

RawMetricDataTypeDef

# RawMetricDataTypeDef definition

class RawMetricDataTypeDef(TypedDict):
    MetricName: str,
    Timestamp: Union[datetime, str],
    Value: float,
    Step: NotRequired[int],

BatchPutMetricsRequestRequestTypeDef

# BatchPutMetricsRequestRequestTypeDef definition

class BatchPutMetricsRequestRequestTypeDef(TypedDict):
    TrialComponentName: str,
    MetricData: Sequence[RawMetricDataTypeDef],  # (1)

1. See RawMetricDataTypeDef