types

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Types

type AccessDeniedException 

type AccessDeniedException struct {
	Message *string
}

You are not authorized to perform the action.

func (*AccessDeniedException) Error 

func (e *AccessDeniedException) Error() string

func (*AccessDeniedException) ErrorCode 

func (e *AccessDeniedException) ErrorCode() string

func (*AccessDeniedException) ErrorFault 

func (e *AccessDeniedException) ErrorFault() smithy.ErrorFault

func (*AccessDeniedException) ErrorMessage 

func (e *AccessDeniedException) ErrorMessage() string

type ConflictException 

type ConflictException struct {
	Message *string

	ResourceId   *string
	ResourceType ResourceType
}

The update or deletion of a resource caused an inconsistent state.

func (*ConflictException) Error 

func (e *ConflictException) Error() string

func (*ConflictException) ErrorCode 

func (e *ConflictException) ErrorCode() string

func (*ConflictException) ErrorFault 

func (e *ConflictException) ErrorFault() smithy.ErrorFault

func (*ConflictException) ErrorMessage 

func (e *ConflictException) ErrorMessage() string

type DatasetDescription 

type DatasetDescription struct {

	// The Unix timestamp for the time and date that the dataset was created.
	CreationTimestamp *time.Time

	// The type of the dataset. The value train represents a training dataset or single
	// dataset project. The value test represents a test dataset.
	DatasetType *string

	//
	ImageStats *DatasetImageStats

	// The Unix timestamp for the date and time that the dataset was last updated.
	LastUpdatedTimestamp *time.Time

	// The name of the project that contains the dataset.
	ProjectName *string

	// The status of the dataset.
	Status DatasetStatus

	// The status message for the dataset.
	StatusMessage *string
}

The description for a dataset. For more information, see DescribeDataset.

type DatasetGroundTruthManifest 

type DatasetGroundTruthManifest struct {

	// The S3 bucket location for the manifest file.
	S3Object *InputS3Object
}

Location information about a manifest file. You can use a manifest file to create a dataset.

type DatasetImageStats 

type DatasetImageStats struct {

	// the total number of images labeled as an anomaly.
	Anomaly *int32

	// The total number of labeled images.
	Labeled *int32

	// The total number of images labeled as normal.
	Normal *int32

	// The total number of images in the dataset.
	Total *int32
}

Statistics about the images in a dataset.

type DatasetMetadata 

type DatasetMetadata struct {

	// The Unix timestamp for the date and time that the dataset was created.
	CreationTimestamp *time.Time

	// The type of the dataset.
	DatasetType *string

	// The status for the dataset.
	Status DatasetStatus

	// The status message for the dataset.
	StatusMessage *string
}

Sumary information for an Amazon Lookout for Vision dataset.

type DatasetSource 

type DatasetSource struct {

	// Location information for the manifest file.
	GroundTruthManifest *DatasetGroundTruthManifest
}

Information about the location of a manifest file that Amazon Lookout for Vision uses to to create a dataset.

type DatasetStatus 

type DatasetStatus string
const (
	DatasetStatusCreateInProgress               DatasetStatus = "CREATE_IN_PROGRESS"
	DatasetStatusCreateComplete                 DatasetStatus = "CREATE_COMPLETE"
	DatasetStatusCreateFailed                   DatasetStatus = "CREATE_FAILED"
	DatasetStatusUpdateInProgress               DatasetStatus = "UPDATE_IN_PROGRESS"
	DatasetStatusUpdateComplete                 DatasetStatus = "UPDATE_COMPLETE"
	DatasetStatusUpdateFailedRollbackInProgress DatasetStatus = "UPDATE_FAILED_ROLLBACK_IN_PROGRESS"
	DatasetStatusUpdateFailedRollbackComplete   DatasetStatus = "UPDATE_FAILED_ROLLBACK_COMPLETE"
	DatasetStatusDeleteInProgress               DatasetStatus = "DELETE_IN_PROGRESS"
	DatasetStatusDeleteComplete                 DatasetStatus = "DELETE_COMPLETE"
	DatasetStatusDeleteFailed                   DatasetStatus = "DELETE_FAILED"
)

Enum values for DatasetStatus

func (DatasetStatus) Values 

func (DatasetStatus) Values() []DatasetStatus

Values returns all known values for DatasetStatus. Note that this can be expanded in the future, and so it is only as up to date as the client. The ordering of this slice is not guaranteed to be stable across updates.

type DetectAnomalyResult 

type DetectAnomalyResult struct {

	// The confidence that Amazon Lookout for Vision has in the accuracy of the
	// prediction.
	Confidence *float32

	// True if the image contains an anomaly, otherwise false.
	IsAnomalous bool

	// The source of the image that was analyzed. direct means that the images was
	// supplied from the local computer. No other values are supported.
	Source *ImageSource
}

The prediction results from a call to DetectAnomalies.

type ImageSource 

type ImageSource struct {

	// The type of the image.
	Type *string
}

The source for an image.

type InputS3Object 

type InputS3Object struct {

	// The Amazon S3 bucket that contains the manifest.
	//
	// This member is required.
	Bucket *string

	// The name and location of the manifest file withiin the bucket.
	//
	// This member is required.
	Key *string

	// The version ID of the bucket.
	VersionId *string
}

Amazon S3 Location information for an input manifest file.

type InternalServerException 

type InternalServerException struct {
	Message *string

	RetryAfterSeconds int32
}

Amazon Lookout for Vision experienced a service issue. Try your call again.

func (*InternalServerException) Error 

func (e *InternalServerException) Error() string

func (*InternalServerException) ErrorCode 

func (e *InternalServerException) ErrorCode() string

func (*InternalServerException) ErrorFault 

func (e *InternalServerException) ErrorFault() smithy.ErrorFault

func (*InternalServerException) ErrorMessage 

func (e *InternalServerException) ErrorMessage() string

type ModelDescription 

type ModelDescription struct {

	// The unix timestamp for the date and time that the model was created.
	CreationTimestamp *time.Time

	// The description for the model.
	Description *string

	// The unix timestamp for the date and time that the evaluation ended.
	EvaluationEndTimestamp *time.Time

	// The S3 location where Amazon Lookout for Vision saves the manifest file that was
	// used to test the trained model and generate the performance scores.
	EvaluationManifest *OutputS3Object

	// The S3 location where Amazon Lookout for Vision saves the performance metrics.
	EvaluationResult *OutputS3Object

	// The identifer for the AWS Key Management Service (AWS KMS) key that was used to
	// encrypt the model during training.
	KmsKeyId *string

	// The Amazon Resource Name (ARN) of the model.
	ModelArn *string

	// The version of the model
	ModelVersion *string

	// The S3 location where Amazon Lookout for Vision saves model training files.
	OutputConfig *OutputConfig

	// Performance metrics for the model. Created during training.
	Performance *ModelPerformance

	// The status of the model.
	Status ModelStatus

	// The status message for the model.
	StatusMessage *string
}

Describes an Amazon Lookout for Vision model.

type ModelHostingStatus 

type ModelHostingStatus string
const (
	ModelHostingStatusRunning  ModelHostingStatus = "RUNNING"
	ModelHostingStatusStarting ModelHostingStatus = "STARTING"
	ModelHostingStatusStopped  ModelHostingStatus = "STOPPED"
	ModelHostingStatusFailed   ModelHostingStatus = "FAILED"
)

Enum values for ModelHostingStatus

func (ModelHostingStatus) Values 

func (ModelHostingStatus) Values() []ModelHostingStatus

Values returns all known values for ModelHostingStatus. Note that this can be expanded in the future, and so it is only as up to date as the client. The ordering of this slice is not guaranteed to be stable across updates.

type ModelMetadata 

type ModelMetadata struct {

	// The unix timestamp for the date and time that the model was created.
	CreationTimestamp *time.Time

	// The description for the model.
	Description *string

	// The Amazon Resource Name (ARN) of the model.
	ModelArn *string

	// The version of the model.
	ModelVersion *string

	// Performance metrics for the model. Created during training.
	Performance *ModelPerformance

	// The status of the model.
	Status ModelStatus

	// The status message for the model.
	StatusMessage *string
}

Describes an Amazon Lookout for Vision model.

type ModelPerformance 

type ModelPerformance struct {

	// The overall F1 score metric for the trained model.
	F1Score *float32

	// The overall precision metric value for the trained model.
	Precision *float32

	// The overall recall metric value for the trained model.
	Recall *float32
}

Information about the evaluation performance of a trained model.

type ModelStatus 

type ModelStatus string
const (
	ModelStatusTraining        ModelStatus = "TRAINING"
	ModelStatusTrained         ModelStatus = "TRAINED"
	ModelStatusTrainingFailed  ModelStatus = "TRAINING_FAILED"
	ModelStatusStartingHosting ModelStatus = "STARTING_HOSTING"
	ModelStatusHosted          ModelStatus = "HOSTED"
	ModelStatusHostingFailed   ModelStatus = "HOSTING_FAILED"
	ModelStatusStoppingHosting ModelStatus = "STOPPING_HOSTING"
	ModelStatusSystemUpdating  ModelStatus = "SYSTEM_UPDATING"
	ModelStatusDeleting        ModelStatus = "DELETING"
)

Enum values for ModelStatus

func (ModelStatus) Values 

func (ModelStatus) Values() []ModelStatus

Values returns all known values for ModelStatus. Note that this can be expanded in the future, and so it is only as up to date as the client. The ordering of this slice is not guaranteed to be stable across updates.

type OutputConfig 

type OutputConfig struct {

	// The S3 location for the output.
	//
	// This member is required.
	S3Location *S3Location
}

The S3 location where Amazon Lookout for Vision saves model training files.

type OutputS3Object 

type OutputS3Object struct {

	// The bucket that contains the training output.
	//
	// This member is required.
	Bucket *string

	// The location of the training output in the bucket.
	//
	// This member is required.
	Key *string
}

The S3 location where Amazon Lookout for Vision saves training output.

type ProjectDescription 

type ProjectDescription struct {

	// The unix timestamp for the date and time that the project was created.
	CreationTimestamp *time.Time

	// A list of datasets in the project.
	Datasets []DatasetMetadata

	// The Amazon Resource Name (ARN) of the project.
	ProjectArn *string

	// The name of the project.
	ProjectName *string
}

Describe an Amazon Lookout for Vision project. For more information, see DescribeProject.

type ProjectMetadata 

type ProjectMetadata struct {

	// The unix timestamp for the date and time that the project was created.
	CreationTimestamp *time.Time

	// The Amazon Resource Name (ARN) of the project.
	ProjectArn *string

	// The name of the project.
	ProjectName *string
}

Metadata about an Amazon Lookout for Vision project.

type ResourceNotFoundException 

type ResourceNotFoundException struct {
	Message *string

	ResourceId   *string
	ResourceType ResourceType
}

The resource could not be found.

func (*ResourceNotFoundException) Error 

func (e *ResourceNotFoundException) Error() string

func (*ResourceNotFoundException) ErrorCode 

func (e *ResourceNotFoundException) ErrorCode() string

func (*ResourceNotFoundException) ErrorFault 

func (e *ResourceNotFoundException) ErrorFault() smithy.ErrorFault

func (*ResourceNotFoundException) ErrorMessage 

func (e *ResourceNotFoundException) ErrorMessage() string

type ResourceType 

type ResourceType string
const (
	ResourceTypeProject ResourceType = "PROJECT"
	ResourceTypeDataset ResourceType = "DATASET"
	ResourceTypeModel   ResourceType = "MODEL"
	ResourceTypeTrial   ResourceType = "TRIAL"
)

Enum values for ResourceType

func (ResourceType) Values 

func (ResourceType) Values() []ResourceType

Values returns all known values for ResourceType. Note that this can be expanded in the future, and so it is only as up to date as the client. The ordering of this slice is not guaranteed to be stable across updates.

type S3Location 

type S3Location struct {

	// The S3 bucket that contain the manifest file.
	//
	// This member is required.
	Bucket *string

	// The path and name of the manifest file with the S3 bucket.
	Prefix *string
}

Information about the location of a manifest file.

type ServiceQuotaExceededException 

type ServiceQuotaExceededException struct {
	Message *string

	ResourceId   *string
	ResourceType ResourceType
	QuotaCode    *string
	ServiceCode  *string
}

A service quota was exceeded the allowed limit. For more information, see Limits in Amazon Lookout for Vision in the Amazon Lookout for Vision Developer Guide.

func (*ServiceQuotaExceededException) Error 

func (e *ServiceQuotaExceededException) Error() string

func (*ServiceQuotaExceededException) ErrorCode 

func (e *ServiceQuotaExceededException) ErrorCode() string

func (*ServiceQuotaExceededException) ErrorFault 

func (e *ServiceQuotaExceededException) ErrorFault() smithy.ErrorFault

func (*ServiceQuotaExceededException) ErrorMessage 

func (e *ServiceQuotaExceededException) ErrorMessage() string

type ThrottlingException 

type ThrottlingException struct {
	Message *string

	QuotaCode         *string
	ServiceCode       *string
	RetryAfterSeconds int32
}

Amazon Lookout for Vision is temporarily unable to process the request. Try your call again.

func (*ThrottlingException) Error 

func (e *ThrottlingException) Error() string

func (*ThrottlingException) ErrorCode 

func (e *ThrottlingException) ErrorCode() string

func (*ThrottlingException) ErrorFault 

func (e *ThrottlingException) ErrorFault() smithy.ErrorFault

func (*ThrottlingException) ErrorMessage 

func (e *ThrottlingException) ErrorMessage() string

type ValidationException 

type ValidationException struct {
	Message *string
}

An input validation error occured. For example, invalid characters in a project name, or if a pagination token is invalid.

func (*ValidationException) Error 

func (e *ValidationException) Error() string

func (*ValidationException) ErrorCode 

func (e *ValidationException) ErrorCode() string

func (*ValidationException) ErrorFault 

func (e *ValidationException) ErrorFault() smithy.ErrorFault

func (*ValidationException) ErrorMessage 

func (e *ValidationException) ErrorMessage() string

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