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Type definitions#

Index > LookoutEquipment > Type definitions

Auto-generated documentation for LookoutEquipment type annotations stubs module mypy-boto3-lookoutequipment.

TimestampTypeDef#

# TimestampTypeDef definition

TimestampTypeDef = Union[
    datetime,
    str,
]

CategoricalValuesTypeDef#

# CategoricalValuesTypeDef definition

class CategoricalValuesTypeDef(TypedDict):
    Status: StatisticalIssueStatusType,  # (1)
    NumberOfCategory: NotRequired[int],
  1. See StatisticalIssueStatusType

CountPercentTypeDef#

# CountPercentTypeDef definition

class CountPercentTypeDef(TypedDict):
    Count: int,
    Percentage: float,

DatasetSchemaTypeDef#

# DatasetSchemaTypeDef definition

class DatasetSchemaTypeDef(TypedDict):
    InlineDataSchema: NotRequired[str],

TagTypeDef#

# TagTypeDef definition

class TagTypeDef(TypedDict):
    Key: str,
    Value: str,

ResponseMetadataTypeDef#

# ResponseMetadataTypeDef definition

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

DataPreProcessingConfigurationTypeDef#

# DataPreProcessingConfigurationTypeDef definition

class DataPreProcessingConfigurationTypeDef(TypedDict):
    TargetSamplingRate: NotRequired[TargetSamplingRateType],  # (1)
  1. See TargetSamplingRateType

DuplicateTimestampsTypeDef#

# DuplicateTimestampsTypeDef definition

class DuplicateTimestampsTypeDef(TypedDict):
    TotalNumberOfDuplicateTimestamps: int,

InvalidSensorDataTypeDef#

# InvalidSensorDataTypeDef definition

class InvalidSensorDataTypeDef(TypedDict):
    AffectedSensorCount: int,
    TotalNumberOfInvalidValues: int,

MissingSensorDataTypeDef#

# MissingSensorDataTypeDef definition

class MissingSensorDataTypeDef(TypedDict):
    AffectedSensorCount: int,
    TotalNumberOfMissingValues: int,

UnsupportedTimestampsTypeDef#

# UnsupportedTimestampsTypeDef definition

class UnsupportedTimestampsTypeDef(TypedDict):
    TotalNumberOfUnsupportedTimestamps: int,

DatasetSummaryTypeDef#

# DatasetSummaryTypeDef definition

class DatasetSummaryTypeDef(TypedDict):
    DatasetName: NotRequired[str],
    DatasetArn: NotRequired[str],
    Status: NotRequired[DatasetStatusType],  # (1)
    CreatedAt: NotRequired[datetime],
  1. See DatasetStatusType

DeleteDatasetRequestRequestTypeDef#

# DeleteDatasetRequestRequestTypeDef definition

class DeleteDatasetRequestRequestTypeDef(TypedDict):
    DatasetName: str,

DeleteInferenceSchedulerRequestRequestTypeDef#

# DeleteInferenceSchedulerRequestRequestTypeDef definition

class DeleteInferenceSchedulerRequestRequestTypeDef(TypedDict):
    InferenceSchedulerName: str,

DeleteLabelGroupRequestRequestTypeDef#

# DeleteLabelGroupRequestRequestTypeDef definition

class DeleteLabelGroupRequestRequestTypeDef(TypedDict):
    LabelGroupName: str,

DeleteLabelRequestRequestTypeDef#

# DeleteLabelRequestRequestTypeDef definition

class DeleteLabelRequestRequestTypeDef(TypedDict):
    LabelGroupName: str,
    LabelId: str,

DeleteModelRequestRequestTypeDef#

# DeleteModelRequestRequestTypeDef definition

class DeleteModelRequestRequestTypeDef(TypedDict):
    ModelName: str,

DeleteResourcePolicyRequestRequestTypeDef#

# DeleteResourcePolicyRequestRequestTypeDef definition

class DeleteResourcePolicyRequestRequestTypeDef(TypedDict):
    ResourceArn: str,

DeleteRetrainingSchedulerRequestRequestTypeDef#

# DeleteRetrainingSchedulerRequestRequestTypeDef definition

class DeleteRetrainingSchedulerRequestRequestTypeDef(TypedDict):
    ModelName: str,

DescribeDataIngestionJobRequestRequestTypeDef#

# DescribeDataIngestionJobRequestRequestTypeDef definition

class DescribeDataIngestionJobRequestRequestTypeDef(TypedDict):
    JobId: str,

DescribeDatasetRequestRequestTypeDef#

# DescribeDatasetRequestRequestTypeDef definition

class DescribeDatasetRequestRequestTypeDef(TypedDict):
    DatasetName: str,

DescribeInferenceSchedulerRequestRequestTypeDef#

# DescribeInferenceSchedulerRequestRequestTypeDef definition

class DescribeInferenceSchedulerRequestRequestTypeDef(TypedDict):
    InferenceSchedulerName: str,

DescribeLabelGroupRequestRequestTypeDef#

# DescribeLabelGroupRequestRequestTypeDef definition

class DescribeLabelGroupRequestRequestTypeDef(TypedDict):
    LabelGroupName: str,

DescribeLabelRequestRequestTypeDef#

# DescribeLabelRequestRequestTypeDef definition

class DescribeLabelRequestRequestTypeDef(TypedDict):
    LabelGroupName: str,
    LabelId: str,

DescribeModelRequestRequestTypeDef#

# DescribeModelRequestRequestTypeDef definition

class DescribeModelRequestRequestTypeDef(TypedDict):
    ModelName: str,

DescribeModelVersionRequestRequestTypeDef#

# DescribeModelVersionRequestRequestTypeDef definition

class DescribeModelVersionRequestRequestTypeDef(TypedDict):
    ModelName: str,
    ModelVersion: int,

S3ObjectTypeDef#

# S3ObjectTypeDef definition

class S3ObjectTypeDef(TypedDict):
    Bucket: str,
    Key: str,

DescribeResourcePolicyRequestRequestTypeDef#

# DescribeResourcePolicyRequestRequestTypeDef definition

class DescribeResourcePolicyRequestRequestTypeDef(TypedDict):
    ResourceArn: str,

DescribeRetrainingSchedulerRequestRequestTypeDef#

# DescribeRetrainingSchedulerRequestRequestTypeDef definition

class DescribeRetrainingSchedulerRequestRequestTypeDef(TypedDict):
    ModelName: str,

InferenceEventSummaryTypeDef#

# InferenceEventSummaryTypeDef definition

class InferenceEventSummaryTypeDef(TypedDict):
    InferenceSchedulerArn: NotRequired[str],
    InferenceSchedulerName: NotRequired[str],
    EventStartTime: NotRequired[datetime],
    EventEndTime: NotRequired[datetime],
    Diagnostics: NotRequired[str],
    EventDurationInSeconds: NotRequired[int],

InferenceInputNameConfigurationTypeDef#

# InferenceInputNameConfigurationTypeDef definition

class InferenceInputNameConfigurationTypeDef(TypedDict):
    TimestampFormat: NotRequired[str],
    ComponentTimestampDelimiter: NotRequired[str],

InferenceS3InputConfigurationTypeDef#

# InferenceS3InputConfigurationTypeDef definition

class InferenceS3InputConfigurationTypeDef(TypedDict):
    Bucket: str,
    Prefix: NotRequired[str],

InferenceS3OutputConfigurationTypeDef#

# InferenceS3OutputConfigurationTypeDef definition

class InferenceS3OutputConfigurationTypeDef(TypedDict):
    Bucket: str,
    Prefix: NotRequired[str],

InferenceSchedulerSummaryTypeDef#

# InferenceSchedulerSummaryTypeDef definition

class InferenceSchedulerSummaryTypeDef(TypedDict):
    ModelName: NotRequired[str],
    ModelArn: NotRequired[str],
    InferenceSchedulerName: NotRequired[str],
    InferenceSchedulerArn: NotRequired[str],
    Status: NotRequired[InferenceSchedulerStatusType],  # (1)
    DataDelayOffsetInMinutes: NotRequired[int],
    DataUploadFrequency: NotRequired[DataUploadFrequencyType],  # (2)
    LatestInferenceResult: NotRequired[LatestInferenceResultType],  # (3)
  1. See InferenceSchedulerStatusType
  2. See DataUploadFrequencyType
  3. See LatestInferenceResultType

IngestionS3InputConfigurationTypeDef#

# IngestionS3InputConfigurationTypeDef definition

class IngestionS3InputConfigurationTypeDef(TypedDict):
    Bucket: str,
    Prefix: NotRequired[str],
    KeyPattern: