Typed dictionaries

Index > LookoutforVision > Typed dictionaries

Auto-generated documentation for LookoutforVision type annotations stubs module mypy-boto3-lookoutvision.

PixelAnomalyTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import PixelAnomalyTypeDef

def get_value() -> PixelAnomalyTypeDef:
    return {
        "TotalPercentageArea": ...,
    }

Definition

class PixelAnomalyTypeDef(TypedDict):
    TotalPercentageArea: NotRequired[float],
    Color: NotRequired[str],

DatasetMetadataTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DatasetMetadataTypeDef

def get_value() -> DatasetMetadataTypeDef:
    return {
        "DatasetType": ...,
    }

Definition

class DatasetMetadataTypeDef(TypedDict):
    DatasetType: NotRequired[str],
    CreationTimestamp: NotRequired[datetime],
    Status: NotRequired[DatasetStatusType],  # (1)
    StatusMessage: NotRequired[str],

1. See DatasetStatusType

ResponseMetadataTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ResponseMetadataTypeDef

def get_value() -> ResponseMetadataTypeDef:
    return {
        "RequestId": ...,
        "HostId": ...,
        "HTTPStatusCode": ...,
        "HTTPHeaders": ...,
        "RetryAttempts": ...,
    }

Definition

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

TagTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import TagTypeDef

def get_value() -> TagTypeDef:
    return {
        "Key": ...,
        "Value": ...,
    }

Definition

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

CreateProjectRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import CreateProjectRequestRequestTypeDef

def get_value() -> CreateProjectRequestRequestTypeDef:
    return {
        "ProjectName": ...,
    }

Definition

class CreateProjectRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    ClientToken: NotRequired[str],

ProjectMetadataTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ProjectMetadataTypeDef

def get_value() -> ProjectMetadataTypeDef:
    return {
        "ProjectArn": ...,
    }

Definition

class ProjectMetadataTypeDef(TypedDict):
    ProjectArn: NotRequired[str],
    ProjectName: NotRequired[str],
    CreationTimestamp: NotRequired[datetime],

DatasetImageStatsTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DatasetImageStatsTypeDef

def get_value() -> DatasetImageStatsTypeDef:
    return {
        "Total": ...,
    }

Definition

class DatasetImageStatsTypeDef(TypedDict):
    Total: NotRequired[int],
    Labeled: NotRequired[int],
    Normal: NotRequired[int],
    Anomaly: NotRequired[int],

InputS3ObjectTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import InputS3ObjectTypeDef

def get_value() -> InputS3ObjectTypeDef:
    return {
        "Bucket": ...,
        "Key": ...,
    }

Definition

class InputS3ObjectTypeDef(TypedDict):
    Bucket: str,
    Key: str,
    VersionId: NotRequired[str],

DeleteDatasetRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DeleteDatasetRequestRequestTypeDef

def get_value() -> DeleteDatasetRequestRequestTypeDef:
    return {
        "ProjectName": ...,
        "DatasetType": ...,
    }

Definition

class DeleteDatasetRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    DatasetType: str,
    ClientToken: NotRequired[str],

DeleteModelRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DeleteModelRequestRequestTypeDef

def get_value() -> DeleteModelRequestRequestTypeDef:
    return {
        "ProjectName": ...,
        "ModelVersion": ...,
    }

Definition

class DeleteModelRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    ModelVersion: str,
    ClientToken: NotRequired[str],

DeleteProjectRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DeleteProjectRequestRequestTypeDef

def get_value() -> DeleteProjectRequestRequestTypeDef:
    return {
        "ProjectName": ...,
    }

Definition

class DeleteProjectRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    ClientToken: NotRequired[str],

DescribeDatasetRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DescribeDatasetRequestRequestTypeDef

def get_value() -> DescribeDatasetRequestRequestTypeDef:
    return {
        "ProjectName": ...,
        "DatasetType": ...,
    }

Definition

class DescribeDatasetRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    DatasetType: str,

DescribeModelPackagingJobRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DescribeModelPackagingJobRequestRequestTypeDef

def get_value() -> DescribeModelPackagingJobRequestRequestTypeDef:
    return {
        "ProjectName": ...,
        "JobName": ...,
    }

Definition

class DescribeModelPackagingJobRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    JobName: str,

DescribeModelRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DescribeModelRequestRequestTypeDef

def get_value() -> DescribeModelRequestRequestTypeDef:
    return {
        "ProjectName": ...,
        "ModelVersion": ...,
    }

Definition

class DescribeModelRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    ModelVersion: str,

DescribeProjectRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DescribeProjectRequestRequestTypeDef

def get_value() -> DescribeProjectRequestRequestTypeDef:
    return {
        "ProjectName": ...,
    }

Definition

class DescribeProjectRequestRequestTypeDef(TypedDict):
    ProjectName: str,

DetectAnomaliesRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DetectAnomaliesRequestRequestTypeDef

def get_value() -> DetectAnomaliesRequestRequestTypeDef:
    return {
        "ProjectName": ...,
        "ModelVersion": ...,
        "Body": ...,
        "ContentType": ...,
    }

Definition

class DetectAnomaliesRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    ModelVersion: str,
    Body: Union[str, bytes, IO[Any], StreamingBody],
    ContentType: str,

ImageSourceTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ImageSourceTypeDef

def get_value() -> ImageSourceTypeDef:
    return {
        "Type": ...,
    }

Definition

class ImageSourceTypeDef(TypedDict):
    Type: NotRequired[str],

S3LocationTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import S3LocationTypeDef

def get_value() -> S3LocationTypeDef:
    return {
        "Bucket": ...,
    }

Definition

class S3LocationTypeDef(TypedDict):
    Bucket: str,
    Prefix: NotRequired[str],

TargetPlatformTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import TargetPlatformTypeDef

def get_value() -> TargetPlatformTypeDef:
    return {
        "Os": ...,
        "Arch": ...,
    }

Definition

class TargetPlatformTypeDef(TypedDict):
    Os: TargetPlatformOsType,  # (1)
    Arch: TargetPlatformArchType,  # (2)
    Accelerator: NotRequired[TargetPlatformAcceleratorType],  # (3)

1. See TargetPlatformOsType
2. See TargetPlatformArchType
3. See TargetPlatformAcceleratorType

GreengrassOutputDetailsTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import GreengrassOutputDetailsTypeDef

def get_value() -> GreengrassOutputDetailsTypeDef:
    return {
        "ComponentVersionArn": ...,
    }

Definition

class GreengrassOutputDetailsTypeDef(TypedDict):
    ComponentVersionArn: NotRequired[str],
    ComponentName: NotRequired[str],
    ComponentVersion: NotRequired[str],

PaginatorConfigTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import PaginatorConfigTypeDef

def get_value() -> PaginatorConfigTypeDef:
    return {
        "MaxItems": ...,
    }

Definition

class PaginatorConfigTypeDef(TypedDict):
    MaxItems: NotRequired[int],
    PageSize: NotRequired[int],
    StartingToken: NotRequired[str],

ListDatasetEntriesRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ListDatasetEntriesRequestRequestTypeDef

def get_value() -> ListDatasetEntriesRequestRequestTypeDef:
    return {
        "ProjectName": ...,
        "DatasetType": ...,
    }

Definition

class ListDatasetEntriesRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    DatasetType: str,
    Labeled: NotRequired[bool],
    AnomalyClass: NotRequired[str],
    BeforeCreationDate: NotRequired[Union[datetime, str]],
    AfterCreationDate: NotRequired[Union[datetime, str]],
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    SourceRefContains: NotRequired[str],

ListModelPackagingJobsRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ListModelPackagingJobsRequestRequestTypeDef

def get_value() -> ListModelPackagingJobsRequestRequestTypeDef:
    return {
        "ProjectName": ...,
    }

Definition

class ListModelPackagingJobsRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],

ModelPackagingJobMetadataTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ModelPackagingJobMetadataTypeDef

def get_value() -> ModelPackagingJobMetadataTypeDef:
    return {
        "JobName": ...,
    }

Definition

class ModelPackagingJobMetadataTypeDef(TypedDict):
    JobName: NotRequired[str],
    ProjectName: NotRequired[str],
    ModelVersion: NotRequired[str],
    ModelPackagingJobDescription: NotRequired[str],
    ModelPackagingMethod: NotRequired[str],
    Status: NotRequired[ModelPackagingJobStatusType],  # (1)
    StatusMessage: NotRequired[str],
    CreationTimestamp: NotRequired[datetime],
    LastUpdatedTimestamp: NotRequired[datetime],

1. See ModelPackagingJobStatusType

ListModelsRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ListModelsRequestRequestTypeDef

def get_value() -> ListModelsRequestRequestTypeDef:
    return {
        "ProjectName": ...,
    }

Definition

class ListModelsRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],

ListProjectsRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ListProjectsRequestRequestTypeDef

def get_value() -> ListProjectsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

Definition

class ListProjectsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],

ListTagsForResourceRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ListTagsForResourceRequestRequestTypeDef

def get_value() -> ListTagsForResourceRequestRequestTypeDef:
    return {
        "ResourceArn": ...,
    }

Definition

class ListTagsForResourceRequestRequestTypeDef(TypedDict):
    ResourceArn: str,

ModelPerformanceTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ModelPerformanceTypeDef

def get_value() -> ModelPerformanceTypeDef:
    return {
        "F1Score": ...,
    }

Definition

class ModelPerformanceTypeDef(TypedDict):
    F1Score: NotRequired[float],
    Recall: NotRequired[float],
    Precision: NotRequired[float],

OutputS3ObjectTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import OutputS3ObjectTypeDef

def get_value() -> OutputS3ObjectTypeDef:
    return {
        "Bucket": ...,
        "Key": ...,
    }

Definition

class OutputS3ObjectTypeDef(TypedDict):
    Bucket: str,
    Key: str,

StartModelRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import StartModelRequestRequestTypeDef

def get_value() -> StartModelRequestRequestTypeDef:
    return {
        "ProjectName": ...,
        "ModelVersion": ...,
        "MinInferenceUnits": ...,
    }

Definition

class StartModelRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    ModelVersion: str,
    MinInferenceUnits: int,
    ClientToken: NotRequired[str],
    MaxInferenceUnits: NotRequired[int],

StopModelRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import StopModelRequestRequestTypeDef

def get_value() -> StopModelRequestRequestTypeDef:
    return {
        "ProjectName": ...,
        "ModelVersion": ...,
    }

Definition

class StopModelRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    ModelVersion: str,
    ClientToken: NotRequired[str],

UntagResourceRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import UntagResourceRequestRequestTypeDef

def get_value() -> UntagResourceRequestRequestTypeDef:
    return {
        "ResourceArn": ...,
        "TagKeys": ...,
    }

Definition

class UntagResourceRequestRequestTypeDef(TypedDict):
    ResourceArn: str,
    TagKeys: Sequence[str],

UpdateDatasetEntriesRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import UpdateDatasetEntriesRequestRequestTypeDef

def get_value() -> UpdateDatasetEntriesRequestRequestTypeDef:
    return {
        "ProjectName": ...,
        "DatasetType": ...,
        "Changes": ...,
    }

Definition

class UpdateDatasetEntriesRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    DatasetType: str,
    Changes: Union[str, bytes, IO[Any], StreamingBody],
    ClientToken: NotRequired[str],

AnomalyTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import AnomalyTypeDef

def get_value() -> AnomalyTypeDef:
    return {
        "Name": ...,
    }

Definition

class AnomalyTypeDef(TypedDict):
    Name: NotRequired[str],
    PixelAnomaly: NotRequired[PixelAnomalyTypeDef],  # (1)

1. See PixelAnomalyTypeDef

ProjectDescriptionTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ProjectDescriptionTypeDef

def get_value() -> ProjectDescriptionTypeDef:
    return {
        "ProjectArn": ...,
    }

Definition

class ProjectDescriptionTypeDef(TypedDict):
    ProjectArn: NotRequired[str],
    ProjectName: NotRequired[str],
    CreationTimestamp: NotRequired[datetime],
    Datasets: NotRequired[List[DatasetMetadataTypeDef]],  # (1)

1. See DatasetMetadataTypeDef

CreateDatasetResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import CreateDatasetResponseTypeDef

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

Definition

class CreateDatasetResponseTypeDef(TypedDict):
    DatasetMetadata: DatasetMetadataTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See DatasetMetadataTypeDef
2. See ResponseMetadataTypeDef

DeleteModelResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DeleteModelResponseTypeDef

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

Definition

class DeleteModelResponseTypeDef(TypedDict):
    ModelArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

DeleteProjectResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DeleteProjectResponseTypeDef

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

Definition

class DeleteProjectResponseTypeDef(TypedDict):
    ProjectArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

ListDatasetEntriesResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ListDatasetEntriesResponseTypeDef

def get_value() -> ListDatasetEntriesResponseTypeDef:
    return {
        "DatasetEntries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListDatasetEntriesResponseTypeDef(TypedDict):
    DatasetEntries: List[str],
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

StartModelPackagingJobResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import StartModelPackagingJobResponseTypeDef

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

Definition

class StartModelPackagingJobResponseTypeDef(TypedDict):
    JobName: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

StartModelResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import StartModelResponseTypeDef

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

Definition

class StartModelResponseTypeDef(TypedDict):
    Status: ModelHostingStatusType,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ModelHostingStatusType
2. See ResponseMetadataTypeDef

StopModelResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import StopModelResponseTypeDef

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

Definition

class StopModelResponseTypeDef(TypedDict):
    Status: ModelHostingStatusType,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ModelHostingStatusType
2. See ResponseMetadataTypeDef

UpdateDatasetEntriesResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import UpdateDatasetEntriesResponseTypeDef

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

Definition

class UpdateDatasetEntriesResponseTypeDef(TypedDict):
    Status: DatasetStatusType,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See DatasetStatusType
2. See ResponseMetadataTypeDef

ListTagsForResourceResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ListTagsForResourceResponseTypeDef

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

Definition

class ListTagsForResourceResponseTypeDef(TypedDict):
    Tags: List[TagTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See TagTypeDef
2. See ResponseMetadataTypeDef

TagResourceRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import TagResourceRequestRequestTypeDef

def get_value() -> TagResourceRequestRequestTypeDef:
    return {
        "ResourceArn": ...,
        "Tags": ...,
    }

Definition

class TagResourceRequestRequestTypeDef(TypedDict):
    ResourceArn: str,
    Tags: Sequence[TagTypeDef],  # (1)

1. See TagTypeDef

CreateProjectResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import CreateProjectResponseTypeDef

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

Definition

class CreateProjectResponseTypeDef(TypedDict):
    ProjectMetadata: ProjectMetadataTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ProjectMetadataTypeDef
2. See ResponseMetadataTypeDef

ListProjectsResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ListProjectsResponseTypeDef

def get_value() -> ListProjectsResponseTypeDef:
    return {
        "Projects": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListProjectsResponseTypeDef(TypedDict):
    Projects: List[ProjectMetadataTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ProjectMetadataTypeDef
2. See ResponseMetadataTypeDef

DatasetDescriptionTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DatasetDescriptionTypeDef

def get_value() -> DatasetDescriptionTypeDef:
    return {
        "ProjectName": ...,
    }

Definition

class DatasetDescriptionTypeDef(TypedDict):
    ProjectName: NotRequired[str],
    DatasetType: NotRequired[str],
    CreationTimestamp: NotRequired[datetime],
    LastUpdatedTimestamp: NotRequired[datetime],
    Status: NotRequired[DatasetStatusType],  # (1)
    StatusMessage: NotRequired[str],
    ImageStats: NotRequired[DatasetImageStatsTypeDef],  # (2)

1. See DatasetStatusType
2. See DatasetImageStatsTypeDef

DatasetGroundTruthManifestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DatasetGroundTruthManifestTypeDef

def get_value() -> DatasetGroundTruthManifestTypeDef:
    return {
        "S3Object": ...,
    }

Definition

class DatasetGroundTruthManifestTypeDef(TypedDict):
    S3Object: NotRequired[InputS3ObjectTypeDef],  # (1)

1. See InputS3ObjectTypeDef

OutputConfigTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import OutputConfigTypeDef

def get_value() -> OutputConfigTypeDef:
    return {
        "S3Location": ...,
    }

Definition

class OutputConfigTypeDef(TypedDict):
    S3Location: S3LocationTypeDef,  # (1)

1. See S3LocationTypeDef

GreengrassConfigurationTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import GreengrassConfigurationTypeDef

def get_value() -> GreengrassConfigurationTypeDef:
    return {
        "S3OutputLocation": ...,
        "ComponentName": ...,
    }

Definition

class GreengrassConfigurationTypeDef(TypedDict):
    S3OutputLocation: S3LocationTypeDef,  # (3)
    ComponentName: str,
    CompilerOptions: NotRequired[str],
    TargetDevice: NotRequired[TargetDeviceType],  # (1)
    TargetPlatform: NotRequired[TargetPlatformTypeDef],  # (2)
    ComponentVersion: NotRequired[str],
    ComponentDescription: NotRequired[str],
    Tags: NotRequired[List[TagTypeDef]],  # (4)

1. See TargetDeviceType
2. See TargetPlatformTypeDef
3. See S3LocationTypeDef
4. See TagTypeDef

ModelPackagingOutputDetailsTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ModelPackagingOutputDetailsTypeDef

def get_value() -> ModelPackagingOutputDetailsTypeDef:
    return {
        "Greengrass": ...,
    }

Definition

class ModelPackagingOutputDetailsTypeDef(TypedDict):
    Greengrass: NotRequired[GreengrassOutputDetailsTypeDef],  # (1)

1. See GreengrassOutputDetailsTypeDef

ListDatasetEntriesRequestListDatasetEntriesPaginateTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ListDatasetEntriesRequestListDatasetEntriesPaginateTypeDef

def get_value() -> ListDatasetEntriesRequestListDatasetEntriesPaginateTypeDef:
    return {
        "ProjectName": ...,
        "DatasetType": ...,
    }

Definition

class ListDatasetEntriesRequestListDatasetEntriesPaginateTypeDef(TypedDict):
    ProjectName: str,
    DatasetType: str,
    Labeled: NotRequired[bool],
    AnomalyClass: NotRequired[str],
    BeforeCreationDate: NotRequired[Union[datetime, str]],
    AfterCreationDate: NotRequired[Union[datetime, str]],
    SourceRefContains: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)

1. See PaginatorConfigTypeDef

ListModelPackagingJobsRequestListModelPackagingJobsPaginateTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ListModelPackagingJobsRequestListModelPackagingJobsPaginateTypeDef

def get_value() -> ListModelPackagingJobsRequestListModelPackagingJobsPaginateTypeDef:
    return {
        "ProjectName": ...,
    }

Definition

class ListModelPackagingJobsRequestListModelPackagingJobsPaginateTypeDef(TypedDict):
    ProjectName: str,
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)

1. See PaginatorConfigTypeDef

ListModelsRequestListModelsPaginateTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ListModelsRequestListModelsPaginateTypeDef

def get_value() -> ListModelsRequestListModelsPaginateTypeDef:
    return {
        "ProjectName": ...,
    }

Definition

class ListModelsRequestListModelsPaginateTypeDef(TypedDict):
    ProjectName: str,
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)

1. See PaginatorConfigTypeDef

ListProjectsRequestListProjectsPaginateTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ListProjectsRequestListProjectsPaginateTypeDef

def get_value() -> ListProjectsRequestListProjectsPaginateTypeDef:
    return {
        "PaginationConfig": ...,
    }

Definition

class ListProjectsRequestListProjectsPaginateTypeDef(TypedDict):
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)

1. See PaginatorConfigTypeDef

ListModelPackagingJobsResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ListModelPackagingJobsResponseTypeDef

def get_value() -> ListModelPackagingJobsResponseTypeDef:
    return {
        "ModelPackagingJobs": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListModelPackagingJobsResponseTypeDef(TypedDict):
    ModelPackagingJobs: List[ModelPackagingJobMetadataTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ModelPackagingJobMetadataTypeDef
2. See ResponseMetadataTypeDef

ModelMetadataTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ModelMetadataTypeDef

def get_value() -> ModelMetadataTypeDef:
    return {
        "CreationTimestamp": ...,
    }

Definition

class ModelMetadataTypeDef(TypedDict):
    CreationTimestamp: NotRequired[datetime],
    ModelVersion: NotRequired[str],
    ModelArn: NotRequired[str],
    Description: NotRequired[str],
    Status: NotRequired[ModelStatusType],  # (1)
    StatusMessage: NotRequired[str],
    Performance: NotRequired[ModelPerformanceTypeDef],  # (2)

1. See ModelStatusType
2. See ModelPerformanceTypeDef

DetectAnomalyResultTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DetectAnomalyResultTypeDef

def get_value() -> DetectAnomalyResultTypeDef:
    return {
        "Source": ...,
    }

Definition

class DetectAnomalyResultTypeDef(TypedDict):
    Source: NotRequired[ImageSourceTypeDef],  # (1)
    IsAnomalous: NotRequired[bool],
    Confidence: NotRequired[float],
    Anomalies: NotRequired[List[AnomalyTypeDef]],  # (2)
    AnomalyMask: NotRequired[bytes],

1. See ImageSourceTypeDef
2. See AnomalyTypeDef

DescribeProjectResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DescribeProjectResponseTypeDef

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

Definition

class DescribeProjectResponseTypeDef(TypedDict):
    ProjectDescription: ProjectDescriptionTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ProjectDescriptionTypeDef
2. See ResponseMetadataTypeDef

DescribeDatasetResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DescribeDatasetResponseTypeDef

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

Definition

class DescribeDatasetResponseTypeDef(TypedDict):
    DatasetDescription: DatasetDescriptionTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See DatasetDescriptionTypeDef
2. See ResponseMetadataTypeDef

DatasetSourceTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DatasetSourceTypeDef

def get_value() -> DatasetSourceTypeDef:
    return {
        "GroundTruthManifest": ...,
    }

Definition

class DatasetSourceTypeDef(TypedDict):
    GroundTruthManifest: NotRequired[DatasetGroundTruthManifestTypeDef],  # (1)

1. See DatasetGroundTruthManifestTypeDef

CreateModelRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import CreateModelRequestRequestTypeDef

def get_value() -> CreateModelRequestRequestTypeDef:
    return {
        "ProjectName": ...,
        "OutputConfig": ...,
    }

Definition

class CreateModelRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    OutputConfig: OutputConfigTypeDef,  # (1)
    Description: NotRequired[str],
    ClientToken: NotRequired[str],
    KmsKeyId: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)

1. See OutputConfigTypeDef
2. See TagTypeDef

ModelDescriptionTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ModelDescriptionTypeDef

def get_value() -> ModelDescriptionTypeDef:
    return {
        "ModelVersion": ...,
    }

Definition

class ModelDescriptionTypeDef(TypedDict):
    ModelVersion: NotRequired[str],
    ModelArn: NotRequired[str],
    CreationTimestamp: NotRequired[datetime],
    Description: NotRequired[str],
    Status: NotRequired[ModelStatusType],  # (1)
    StatusMessage: NotRequired[str],
    Performance: NotRequired[ModelPerformanceTypeDef],  # (2)
    OutputConfig: NotRequired[OutputConfigTypeDef],  # (3)
    EvaluationManifest: NotRequired[OutputS3ObjectTypeDef],  # (4)
    EvaluationResult: NotRequired[OutputS3ObjectTypeDef],  # (4)
    EvaluationEndTimestamp: NotRequired[datetime],
    KmsKeyId: NotRequired[str],
    MinInferenceUnits: NotRequired[int],
    MaxInferenceUnits: NotRequired[int],

1. See ModelStatusType
2. See ModelPerformanceTypeDef
3. See OutputConfigTypeDef
4. See OutputS3ObjectTypeDef
5. See OutputS3ObjectTypeDef

ModelPackagingConfigurationTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ModelPackagingConfigurationTypeDef

def get_value() -> ModelPackagingConfigurationTypeDef:
    return {
        "Greengrass": ...,
    }

Definition

class ModelPackagingConfigurationTypeDef(TypedDict):
    Greengrass: GreengrassConfigurationTypeDef,  # (1)

1. See GreengrassConfigurationTypeDef

CreateModelResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import CreateModelResponseTypeDef

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

Definition

class CreateModelResponseTypeDef(TypedDict):
    ModelMetadata: ModelMetadataTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ModelMetadataTypeDef
2. See ResponseMetadataTypeDef

ListModelsResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ListModelsResponseTypeDef

def get_value() -> ListModelsResponseTypeDef:
    return {
        "Models": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListModelsResponseTypeDef(TypedDict):
    Models: List[ModelMetadataTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ModelMetadataTypeDef
2. See ResponseMetadataTypeDef

DetectAnomaliesResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DetectAnomaliesResponseTypeDef

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

Definition

class DetectAnomaliesResponseTypeDef(TypedDict):
    DetectAnomalyResult: DetectAnomalyResultTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See DetectAnomalyResultTypeDef
2. See ResponseMetadataTypeDef

CreateDatasetRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import CreateDatasetRequestRequestTypeDef

def get_value() -> CreateDatasetRequestRequestTypeDef:
    return {
        "ProjectName": ...,
        "DatasetType": ...,
    }

Definition

class CreateDatasetRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    DatasetType: str,
    DatasetSource: NotRequired[DatasetSourceTypeDef],  # (1)
    ClientToken: NotRequired[str],

1. See DatasetSourceTypeDef

DescribeModelResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DescribeModelResponseTypeDef

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

Definition

class DescribeModelResponseTypeDef(TypedDict):
    ModelDescription: ModelDescriptionTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ModelDescriptionTypeDef
2. See ResponseMetadataTypeDef

ModelPackagingDescriptionTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import ModelPackagingDescriptionTypeDef

def get_value() -> ModelPackagingDescriptionTypeDef:
    return {
        "JobName": ...,
    }

Definition

class ModelPackagingDescriptionTypeDef(TypedDict):
    JobName: NotRequired[str],
    ProjectName: NotRequired[str],
    ModelVersion: NotRequired[str],
    ModelPackagingConfiguration: NotRequired[ModelPackagingConfigurationTypeDef],  # (1)
    ModelPackagingJobDescription: NotRequired[str],
    ModelPackagingMethod: NotRequired[str],
    ModelPackagingOutputDetails: NotRequired[ModelPackagingOutputDetailsTypeDef],  # (2)
    Status: NotRequired[ModelPackagingJobStatusType],  # (3)
    StatusMessage: NotRequired[str],
    CreationTimestamp: NotRequired[datetime],
    LastUpdatedTimestamp: NotRequired[datetime],

1. See ModelPackagingConfigurationTypeDef
2. See ModelPackagingOutputDetailsTypeDef
3. See ModelPackagingJobStatusType

StartModelPackagingJobRequestRequestTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import StartModelPackagingJobRequestRequestTypeDef

def get_value() -> StartModelPackagingJobRequestRequestTypeDef:
    return {
        "ProjectName": ...,
        "ModelVersion": ...,
        "Configuration": ...,
    }

Definition

class StartModelPackagingJobRequestRequestTypeDef(TypedDict):
    ProjectName: str,
    ModelVersion: str,
    Configuration: ModelPackagingConfigurationTypeDef,  # (1)
    JobName: NotRequired[str],
    Description: NotRequired[str],
    ClientToken: NotRequired[str],

1. See ModelPackagingConfigurationTypeDef

DescribeModelPackagingJobResponseTypeDef

Usage Example

from mypy_boto3_lookoutvision.type_defs import DescribeModelPackagingJobResponseTypeDef

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

Definition

class DescribeModelPackagingJobResponseTypeDef(TypedDict):
    ModelPackagingDescription: ModelPackagingDescriptionTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ModelPackagingDescriptionTypeDef
2. See ResponseMetadataTypeDef