Copyright | (c) 2013-2021 Brendan Hay |
---|---|
License | Mozilla Public License, v. 2.0. |
Maintainer | Brendan Hay <brendan.g.hay+amazonka@gmail.com> |
Stability | auto-generated |
Portability | non-portable (GHC extensions) |
Safe Haskell | None |
- Service Configuration
- Errors
- DatasetStatus
- ModelHostingStatus
- ModelStatus
- DatasetDescription
- DatasetGroundTruthManifest
- DatasetImageStats
- DatasetMetadata
- DatasetSource
- DetectAnomalyResult
- ImageSource
- InputS3Object
- ModelDescription
- ModelMetadata
- ModelPerformance
- OutputConfig
- OutputS3Object
- ProjectDescription
- ProjectMetadata
- S3Location
- Tag
Synopsis
- defaultService :: Service
- _ValidationException :: AsError a => Getting (First ServiceError) a ServiceError
- _AccessDeniedException :: AsError a => Getting (First ServiceError) a ServiceError
- _ConflictException :: AsError a => Getting (First ServiceError) a ServiceError
- _ServiceQuotaExceededException :: AsError a => Getting (First ServiceError) a ServiceError
- _ThrottlingException :: AsError a => Getting (First ServiceError) a ServiceError
- _InternalServerException :: AsError a => Getting (First ServiceError) a ServiceError
- _ResourceNotFoundException :: AsError a => Getting (First ServiceError) a ServiceError
- newtype DatasetStatus where
- DatasetStatus' { }
- pattern DatasetStatus_CREATE_COMPLETE :: DatasetStatus
- pattern DatasetStatus_CREATE_FAILED :: DatasetStatus
- pattern DatasetStatus_CREATE_IN_PROGRESS :: DatasetStatus
- pattern DatasetStatus_DELETE_COMPLETE :: DatasetStatus
- pattern DatasetStatus_DELETE_FAILED :: DatasetStatus
- pattern DatasetStatus_DELETE_IN_PROGRESS :: DatasetStatus
- pattern DatasetStatus_UPDATE_COMPLETE :: DatasetStatus
- pattern DatasetStatus_UPDATE_FAILED_ROLLBACK_COMPLETE :: DatasetStatus
- pattern DatasetStatus_UPDATE_FAILED_ROLLBACK_IN_PROGRESS :: DatasetStatus
- pattern DatasetStatus_UPDATE_IN_PROGRESS :: DatasetStatus
- newtype ModelHostingStatus where
- ModelHostingStatus' { }
- pattern ModelHostingStatus_HOSTED :: ModelHostingStatus
- pattern ModelHostingStatus_HOSTING_FAILED :: ModelHostingStatus
- pattern ModelHostingStatus_STARTING_HOSTING :: ModelHostingStatus
- pattern ModelHostingStatus_STOPPING_HOSTING :: ModelHostingStatus
- pattern ModelHostingStatus_SYSTEM_UPDATING :: ModelHostingStatus
- newtype ModelStatus where
- ModelStatus' { }
- pattern ModelStatus_DELETING :: ModelStatus
- pattern ModelStatus_HOSTED :: ModelStatus
- pattern ModelStatus_HOSTING_FAILED :: ModelStatus
- pattern ModelStatus_STARTING_HOSTING :: ModelStatus
- pattern ModelStatus_STOPPING_HOSTING :: ModelStatus
- pattern ModelStatus_SYSTEM_UPDATING :: ModelStatus
- pattern ModelStatus_TRAINED :: ModelStatus
- pattern ModelStatus_TRAINING :: ModelStatus
- pattern ModelStatus_TRAINING_FAILED :: ModelStatus
- data DatasetDescription = DatasetDescription' {}
- newDatasetDescription :: DatasetDescription
- datasetDescription_status :: Lens' DatasetDescription (Maybe DatasetStatus)
- datasetDescription_imageStats :: Lens' DatasetDescription (Maybe DatasetImageStats)
- datasetDescription_statusMessage :: Lens' DatasetDescription (Maybe Text)
- datasetDescription_creationTimestamp :: Lens' DatasetDescription (Maybe UTCTime)
- datasetDescription_datasetType :: Lens' DatasetDescription (Maybe Text)
- datasetDescription_projectName :: Lens' DatasetDescription (Maybe Text)
- datasetDescription_lastUpdatedTimestamp :: Lens' DatasetDescription (Maybe UTCTime)
- data DatasetGroundTruthManifest = DatasetGroundTruthManifest' {}
- newDatasetGroundTruthManifest :: DatasetGroundTruthManifest
- datasetGroundTruthManifest_s3Object :: Lens' DatasetGroundTruthManifest (Maybe InputS3Object)
- data DatasetImageStats = DatasetImageStats' {}
- newDatasetImageStats :: DatasetImageStats
- datasetImageStats_normal :: Lens' DatasetImageStats (Maybe Int)
- datasetImageStats_anomaly :: Lens' DatasetImageStats (Maybe Int)
- datasetImageStats_labeled :: Lens' DatasetImageStats (Maybe Int)
- datasetImageStats_total :: Lens' DatasetImageStats (Maybe Int)
- data DatasetMetadata = DatasetMetadata' {}
- newDatasetMetadata :: DatasetMetadata
- datasetMetadata_status :: Lens' DatasetMetadata (Maybe DatasetStatus)
- datasetMetadata_statusMessage :: Lens' DatasetMetadata (Maybe Text)
- datasetMetadata_creationTimestamp :: Lens' DatasetMetadata (Maybe UTCTime)
- datasetMetadata_datasetType :: Lens' DatasetMetadata (Maybe Text)
- data DatasetSource = DatasetSource' {}
- newDatasetSource :: DatasetSource
- datasetSource_groundTruthManifest :: Lens' DatasetSource (Maybe DatasetGroundTruthManifest)
- data DetectAnomalyResult = DetectAnomalyResult' {}
- newDetectAnomalyResult :: DetectAnomalyResult
- detectAnomalyResult_isAnomalous :: Lens' DetectAnomalyResult (Maybe Bool)
- detectAnomalyResult_confidence :: Lens' DetectAnomalyResult (Maybe Double)
- detectAnomalyResult_source :: Lens' DetectAnomalyResult (Maybe ImageSource)
- data ImageSource = ImageSource' {}
- newImageSource :: ImageSource
- imageSource_type :: Lens' ImageSource (Maybe Text)
- data InputS3Object = InputS3Object' {}
- newInputS3Object :: Text -> Text -> InputS3Object
- inputS3Object_versionId :: Lens' InputS3Object (Maybe Text)
- inputS3Object_bucket :: Lens' InputS3Object Text
- inputS3Object_key :: Lens' InputS3Object Text
- data ModelDescription = ModelDescription' {
- status :: Maybe ModelStatus
- evaluationResult :: Maybe OutputS3Object
- evaluationEndTimestamp :: Maybe POSIX
- modelArn :: Maybe Text
- performance :: Maybe ModelPerformance
- kmsKeyId :: Maybe Text
- statusMessage :: Maybe Text
- creationTimestamp :: Maybe POSIX
- outputConfig :: Maybe OutputConfig
- modelVersion :: Maybe Text
- description :: Maybe Text
- evaluationManifest :: Maybe OutputS3Object
- newModelDescription :: ModelDescription
- modelDescription_status :: Lens' ModelDescription (Maybe ModelStatus)
- modelDescription_evaluationResult :: Lens' ModelDescription (Maybe OutputS3Object)
- modelDescription_evaluationEndTimestamp :: Lens' ModelDescription (Maybe UTCTime)
- modelDescription_modelArn :: Lens' ModelDescription (Maybe Text)
- modelDescription_performance :: Lens' ModelDescription (Maybe ModelPerformance)
- modelDescription_kmsKeyId :: Lens' ModelDescription (Maybe Text)
- modelDescription_statusMessage :: Lens' ModelDescription (Maybe Text)
- modelDescription_creationTimestamp :: Lens' ModelDescription (Maybe UTCTime)
- modelDescription_outputConfig :: Lens' ModelDescription (Maybe OutputConfig)
- modelDescription_modelVersion :: Lens' ModelDescription (Maybe Text)
- modelDescription_description :: Lens' ModelDescription (Maybe Text)
- modelDescription_evaluationManifest :: Lens' ModelDescription (Maybe OutputS3Object)
- data ModelMetadata = ModelMetadata' {}
- newModelMetadata :: ModelMetadata
- modelMetadata_status :: Lens' ModelMetadata (Maybe ModelStatus)
- modelMetadata_modelArn :: Lens' ModelMetadata (Maybe Text)
- modelMetadata_performance :: Lens' ModelMetadata (Maybe ModelPerformance)
- modelMetadata_statusMessage :: Lens' ModelMetadata (Maybe Text)
- modelMetadata_creationTimestamp :: Lens' ModelMetadata (Maybe UTCTime)
- modelMetadata_modelVersion :: Lens' ModelMetadata (Maybe Text)
- modelMetadata_description :: Lens' ModelMetadata (Maybe Text)
- data ModelPerformance = ModelPerformance' {}
- newModelPerformance :: ModelPerformance
- modelPerformance_recall :: Lens' ModelPerformance (Maybe Double)
- modelPerformance_precision :: Lens' ModelPerformance (Maybe Double)
- modelPerformance_f1Score :: Lens' ModelPerformance (Maybe Double)
- data OutputConfig = OutputConfig' {}
- newOutputConfig :: S3Location -> OutputConfig
- outputConfig_s3Location :: Lens' OutputConfig S3Location
- data OutputS3Object = OutputS3Object' {}
- newOutputS3Object :: Text -> Text -> OutputS3Object
- outputS3Object_bucket :: Lens' OutputS3Object Text
- outputS3Object_key :: Lens' OutputS3Object Text
- data ProjectDescription = ProjectDescription' {}
- newProjectDescription :: ProjectDescription
- projectDescription_creationTimestamp :: Lens' ProjectDescription (Maybe UTCTime)
- projectDescription_projectName :: Lens' ProjectDescription (Maybe Text)
- projectDescription_projectArn :: Lens' ProjectDescription (Maybe Text)
- projectDescription_datasets :: Lens' ProjectDescription (Maybe [DatasetMetadata])
- data ProjectMetadata = ProjectMetadata' {}
- newProjectMetadata :: ProjectMetadata
- projectMetadata_creationTimestamp :: Lens' ProjectMetadata (Maybe UTCTime)
- projectMetadata_projectName :: Lens' ProjectMetadata (Maybe Text)
- projectMetadata_projectArn :: Lens' ProjectMetadata (Maybe Text)
- data S3Location = S3Location' {}
- newS3Location :: Text -> S3Location
- s3Location_prefix :: Lens' S3Location (Maybe Text)
- s3Location_bucket :: Lens' S3Location Text
- data Tag = Tag' {}
- newTag :: Text -> Text -> Tag
- tag_key :: Lens' Tag Text
- tag_value :: Lens' Tag Text
Service Configuration
defaultService :: Service Source #
API version 2020-11-20
of the Amazon Lookout for Vision SDK configuration.
Errors
_ValidationException :: AsError a => Getting (First ServiceError) a ServiceError Source #
An input validation error occured. For example, invalid characters in a project name, or if a pagination token is invalid.
_AccessDeniedException :: AsError a => Getting (First ServiceError) a ServiceError Source #
You are not authorized to perform the action.
_ConflictException :: AsError a => Getting (First ServiceError) a ServiceError Source #
The update or deletion of a resource caused an inconsistent state.
_ServiceQuotaExceededException :: AsError a => Getting (First ServiceError) a ServiceError Source #
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.
_ThrottlingException :: AsError a => Getting (First ServiceError) a ServiceError Source #
Amazon Lookout for Vision is temporarily unable to process the request. Try your call again.
_InternalServerException :: AsError a => Getting (First ServiceError) a ServiceError Source #
Amazon Lookout for Vision experienced a service issue. Try your call again.
_ResourceNotFoundException :: AsError a => Getting (First ServiceError) a ServiceError Source #
The resource could not be found.
DatasetStatus
newtype DatasetStatus Source #
pattern DatasetStatus_CREATE_COMPLETE :: DatasetStatus | |
pattern DatasetStatus_CREATE_FAILED :: DatasetStatus | |
pattern DatasetStatus_CREATE_IN_PROGRESS :: DatasetStatus | |
pattern DatasetStatus_DELETE_COMPLETE :: DatasetStatus | |
pattern DatasetStatus_DELETE_FAILED :: DatasetStatus | |
pattern DatasetStatus_DELETE_IN_PROGRESS :: DatasetStatus | |
pattern DatasetStatus_UPDATE_COMPLETE :: DatasetStatus | |
pattern DatasetStatus_UPDATE_FAILED_ROLLBACK_COMPLETE :: DatasetStatus | |
pattern DatasetStatus_UPDATE_FAILED_ROLLBACK_IN_PROGRESS :: DatasetStatus | |
pattern DatasetStatus_UPDATE_IN_PROGRESS :: DatasetStatus |
Instances
ModelHostingStatus
newtype ModelHostingStatus Source #
pattern ModelHostingStatus_HOSTED :: ModelHostingStatus | |
pattern ModelHostingStatus_HOSTING_FAILED :: ModelHostingStatus | |
pattern ModelHostingStatus_STARTING_HOSTING :: ModelHostingStatus | |
pattern ModelHostingStatus_STOPPING_HOSTING :: ModelHostingStatus | |
pattern ModelHostingStatus_SYSTEM_UPDATING :: ModelHostingStatus |
Instances
ModelStatus
newtype ModelStatus Source #
pattern ModelStatus_DELETING :: ModelStatus | |
pattern ModelStatus_HOSTED :: ModelStatus | |
pattern ModelStatus_HOSTING_FAILED :: ModelStatus | |
pattern ModelStatus_STARTING_HOSTING :: ModelStatus | |
pattern ModelStatus_STOPPING_HOSTING :: ModelStatus | |
pattern ModelStatus_SYSTEM_UPDATING :: ModelStatus | |
pattern ModelStatus_TRAINED :: ModelStatus | |
pattern ModelStatus_TRAINING :: ModelStatus | |
pattern ModelStatus_TRAINING_FAILED :: ModelStatus |
Instances
DatasetDescription
data DatasetDescription Source #
The description for a dataset. For more information, see DescribeDataset.
See: newDatasetDescription
smart constructor.
DatasetDescription' | |
|
Instances
newDatasetDescription :: DatasetDescription Source #
Create a value of DatasetDescription
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:status:DatasetDescription'
, datasetDescription_status
- The status of the dataset.
$sel:imageStats:DatasetDescription'
, datasetDescription_imageStats
-
$sel:statusMessage:DatasetDescription'
, datasetDescription_statusMessage
- The status message for the dataset.
$sel:creationTimestamp:DatasetDescription'
, datasetDescription_creationTimestamp
- The Unix timestamp for the time and date that the dataset was created.
$sel:datasetType:DatasetDescription'
, datasetDescription_datasetType
- The type of the dataset. The value train
represents a training dataset
or single dataset project. The value test
represents a test dataset.
$sel:projectName:DatasetDescription'
, datasetDescription_projectName
- The name of the project that contains the dataset.
$sel:lastUpdatedTimestamp:DatasetDescription'
, datasetDescription_lastUpdatedTimestamp
- The Unix timestamp for the date and time that the dataset was last
updated.
datasetDescription_status :: Lens' DatasetDescription (Maybe DatasetStatus) Source #
The status of the dataset.
datasetDescription_statusMessage :: Lens' DatasetDescription (Maybe Text) Source #
The status message for the dataset.
datasetDescription_creationTimestamp :: Lens' DatasetDescription (Maybe UTCTime) Source #
The Unix timestamp for the time and date that the dataset was created.
datasetDescription_datasetType :: Lens' DatasetDescription (Maybe Text) Source #
The type of the dataset. The value train
represents a training dataset
or single dataset project. The value test
represents a test dataset.
datasetDescription_projectName :: Lens' DatasetDescription (Maybe Text) Source #
The name of the project that contains the dataset.
datasetDescription_lastUpdatedTimestamp :: Lens' DatasetDescription (Maybe UTCTime) Source #
The Unix timestamp for the date and time that the dataset was last updated.
DatasetGroundTruthManifest
data DatasetGroundTruthManifest Source #
Location information about a manifest file. You can use a manifest file to create a dataset.
See: newDatasetGroundTruthManifest
smart constructor.
DatasetGroundTruthManifest' | |
|
Instances
newDatasetGroundTruthManifest :: DatasetGroundTruthManifest Source #
Create a value of DatasetGroundTruthManifest
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:s3Object:DatasetGroundTruthManifest'
, datasetGroundTruthManifest_s3Object
- The S3 bucket location for the manifest file.
datasetGroundTruthManifest_s3Object :: Lens' DatasetGroundTruthManifest (Maybe InputS3Object) Source #
The S3 bucket location for the manifest file.
DatasetImageStats
data DatasetImageStats Source #
Statistics about the images in a dataset.
See: newDatasetImageStats
smart constructor.
Instances
newDatasetImageStats :: DatasetImageStats Source #
Create a value of DatasetImageStats
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:normal:DatasetImageStats'
, datasetImageStats_normal
- The total number of images labeled as normal.
$sel:anomaly:DatasetImageStats'
, datasetImageStats_anomaly
- the total number of images labeled as an anomaly.
$sel:labeled:DatasetImageStats'
, datasetImageStats_labeled
- The total number of labeled images.
$sel:total:DatasetImageStats'
, datasetImageStats_total
- The total number of images in the dataset.
datasetImageStats_normal :: Lens' DatasetImageStats (Maybe Int) Source #
The total number of images labeled as normal.
datasetImageStats_anomaly :: Lens' DatasetImageStats (Maybe Int) Source #
the total number of images labeled as an anomaly.
datasetImageStats_labeled :: Lens' DatasetImageStats (Maybe Int) Source #
The total number of labeled images.
datasetImageStats_total :: Lens' DatasetImageStats (Maybe Int) Source #
The total number of images in the dataset.
DatasetMetadata
data DatasetMetadata Source #
Sumary information for an Amazon Lookout for Vision dataset.
See: newDatasetMetadata
smart constructor.
DatasetMetadata' | |
|
Instances
newDatasetMetadata :: DatasetMetadata Source #
Create a value of DatasetMetadata
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:status:DatasetMetadata'
, datasetMetadata_status
- The status for the dataset.
$sel:statusMessage:DatasetMetadata'
, datasetMetadata_statusMessage
- The status message for the dataset.
$sel:creationTimestamp:DatasetMetadata'
, datasetMetadata_creationTimestamp
- The Unix timestamp for the date and time that the dataset was created.
$sel:datasetType:DatasetMetadata'
, datasetMetadata_datasetType
- The type of the dataset.
datasetMetadata_status :: Lens' DatasetMetadata (Maybe DatasetStatus) Source #
The status for the dataset.
datasetMetadata_statusMessage :: Lens' DatasetMetadata (Maybe Text) Source #
The status message for the dataset.
datasetMetadata_creationTimestamp :: Lens' DatasetMetadata (Maybe UTCTime) Source #
The Unix timestamp for the date and time that the dataset was created.
datasetMetadata_datasetType :: Lens' DatasetMetadata (Maybe Text) Source #
The type of the dataset.
DatasetSource
data DatasetSource Source #
Information about the location of a manifest file that Amazon Lookout for Vision uses to to create a dataset.
See: newDatasetSource
smart constructor.
DatasetSource' | |
|
Instances
newDatasetSource :: DatasetSource Source #
Create a value of DatasetSource
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:groundTruthManifest:DatasetSource'
, datasetSource_groundTruthManifest
- Location information for the manifest file.
datasetSource_groundTruthManifest :: Lens' DatasetSource (Maybe DatasetGroundTruthManifest) Source #
Location information for the manifest file.
DetectAnomalyResult
data DetectAnomalyResult Source #
The prediction results from a call to DetectAnomalies.
See: newDetectAnomalyResult
smart constructor.
DetectAnomalyResult' | |
|
Instances
newDetectAnomalyResult :: DetectAnomalyResult Source #
Create a value of DetectAnomalyResult
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:isAnomalous:DetectAnomalyResult'
, detectAnomalyResult_isAnomalous
- True if the image contains an anomaly, otherwise false.
$sel:confidence:DetectAnomalyResult'
, detectAnomalyResult_confidence
- The confidence that Amazon Lookout for Vision has in the accuracy of the
prediction.
$sel:source:DetectAnomalyResult'
, detectAnomalyResult_source
- The source of the image that was analyzed. direct
means that the
images was supplied from the local computer. No other values are
supported.
detectAnomalyResult_isAnomalous :: Lens' DetectAnomalyResult (Maybe Bool) Source #
True if the image contains an anomaly, otherwise false.
detectAnomalyResult_confidence :: Lens' DetectAnomalyResult (Maybe Double) Source #
The confidence that Amazon Lookout for Vision has in the accuracy of the prediction.
detectAnomalyResult_source :: Lens' DetectAnomalyResult (Maybe ImageSource) Source #
The source of the image that was analyzed. direct
means that the
images was supplied from the local computer. No other values are
supported.
ImageSource
data ImageSource Source #
The source for an image.
See: newImageSource
smart constructor.
Instances
newImageSource :: ImageSource Source #
Create a value of ImageSource
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:type':ImageSource'
, imageSource_type
- The type of the image.
imageSource_type :: Lens' ImageSource (Maybe Text) Source #
The type of the image.
InputS3Object
data InputS3Object Source #
Amazon S3 Location information for an input manifest file.
See: newInputS3Object
smart constructor.
Instances
Create a value of InputS3Object
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:versionId:InputS3Object'
, inputS3Object_versionId
- The version ID of the bucket.
$sel:bucket:InputS3Object'
, inputS3Object_bucket
- The Amazon S3 bucket that contains the manifest.
$sel:key:InputS3Object'
, inputS3Object_key
- The name and location of the manifest file withiin the bucket.
inputS3Object_versionId :: Lens' InputS3Object (Maybe Text) Source #
The version ID of the bucket.
inputS3Object_bucket :: Lens' InputS3Object Text Source #
The Amazon S3 bucket that contains the manifest.
inputS3Object_key :: Lens' InputS3Object Text Source #
The name and location of the manifest file withiin the bucket.
ModelDescription
data ModelDescription Source #
Describes an Amazon Lookout for Vision model.
See: newModelDescription
smart constructor.
ModelDescription' | |
|
Instances
newModelDescription :: ModelDescription Source #
Create a value of ModelDescription
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:status:ModelDescription'
, modelDescription_status
- The status of the model.
$sel:evaluationResult:ModelDescription'
, modelDescription_evaluationResult
- The S3 location where Amazon Lookout for Vision saves the performance
metrics.
$sel:evaluationEndTimestamp:ModelDescription'
, modelDescription_evaluationEndTimestamp
- The unix timestamp for the date and time that the evaluation ended.
$sel:modelArn:ModelDescription'
, modelDescription_modelArn
- The Amazon Resource Name (ARN) of the model.
$sel:performance:ModelDescription'
, modelDescription_performance
- Performance metrics for the model. Created during training.
$sel:kmsKeyId:ModelDescription'
, modelDescription_kmsKeyId
- The identifer for the AWS Key Management Service (AWS KMS) key that was
used to encrypt the model during training.
$sel:statusMessage:ModelDescription'
, modelDescription_statusMessage
- The status message for the model.
$sel:creationTimestamp:ModelDescription'
, modelDescription_creationTimestamp
- The unix timestamp for the date and time that the model was created.
$sel:outputConfig:ModelDescription'
, modelDescription_outputConfig
- The S3 location where Amazon Lookout for Vision saves model training
files.
$sel:modelVersion:ModelDescription'
, modelDescription_modelVersion
- The version of the model
$sel:description:ModelDescription'
, modelDescription_description
- The description for the model.
$sel:evaluationManifest:ModelDescription'
, modelDescription_evaluationManifest
- 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.
modelDescription_status :: Lens' ModelDescription (Maybe ModelStatus) Source #
The status of the model.
modelDescription_evaluationResult :: Lens' ModelDescription (Maybe OutputS3Object) Source #
The S3 location where Amazon Lookout for Vision saves the performance metrics.
modelDescription_evaluationEndTimestamp :: Lens' ModelDescription (Maybe UTCTime) Source #
The unix timestamp for the date and time that the evaluation ended.
modelDescription_modelArn :: Lens' ModelDescription (Maybe Text) Source #
The Amazon Resource Name (ARN) of the model.
modelDescription_performance :: Lens' ModelDescription (Maybe ModelPerformance) Source #
Performance metrics for the model. Created during training.
modelDescription_kmsKeyId :: Lens' ModelDescription (Maybe Text) Source #
The identifer for the AWS Key Management Service (AWS KMS) key that was used to encrypt the model during training.
modelDescription_statusMessage :: Lens' ModelDescription (Maybe Text) Source #
The status message for the model.
modelDescription_creationTimestamp :: Lens' ModelDescription (Maybe UTCTime) Source #
The unix timestamp for the date and time that the model was created.
modelDescription_outputConfig :: Lens' ModelDescription (Maybe OutputConfig) Source #
The S3 location where Amazon Lookout for Vision saves model training files.
modelDescription_modelVersion :: Lens' ModelDescription (Maybe Text) Source #
The version of the model
modelDescription_description :: Lens' ModelDescription (Maybe Text) Source #
The description for the model.
modelDescription_evaluationManifest :: Lens' ModelDescription (Maybe OutputS3Object) Source #
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.
ModelMetadata
data ModelMetadata Source #
Describes an Amazon Lookout for Vision model.
See: newModelMetadata
smart constructor.
ModelMetadata' | |
|
Instances
newModelMetadata :: ModelMetadata Source #
Create a value of ModelMetadata
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:status:ModelMetadata'
, modelMetadata_status
- The status of the model.
$sel:modelArn:ModelMetadata'
, modelMetadata_modelArn
- The Amazon Resource Name (ARN) of the model.
$sel:performance:ModelMetadata'
, modelMetadata_performance
- Performance metrics for the model. Not available until training has
successfully completed.
$sel:statusMessage:ModelMetadata'
, modelMetadata_statusMessage
- The status message for the model.
$sel:creationTimestamp:ModelMetadata'
, modelMetadata_creationTimestamp
- The unix timestamp for the date and time that the model was created.
$sel:modelVersion:ModelMetadata'
, modelMetadata_modelVersion
- The version of the model.
$sel:description:ModelMetadata'
, modelMetadata_description
- The description for the model.
modelMetadata_status :: Lens' ModelMetadata (Maybe ModelStatus) Source #
The status of the model.
modelMetadata_modelArn :: Lens' ModelMetadata (Maybe Text) Source #
The Amazon Resource Name (ARN) of the model.
modelMetadata_performance :: Lens' ModelMetadata (Maybe ModelPerformance) Source #
Performance metrics for the model. Not available until training has successfully completed.
modelMetadata_statusMessage :: Lens' ModelMetadata (Maybe Text) Source #
The status message for the model.
modelMetadata_creationTimestamp :: Lens' ModelMetadata (Maybe UTCTime) Source #
The unix timestamp for the date and time that the model was created.
modelMetadata_modelVersion :: Lens' ModelMetadata (Maybe Text) Source #
The version of the model.
modelMetadata_description :: Lens' ModelMetadata (Maybe Text) Source #
The description for the model.
ModelPerformance
data ModelPerformance Source #
Information about the evaluation performance of a trained model.
See: newModelPerformance
smart constructor.
Instances
newModelPerformance :: ModelPerformance Source #
Create a value of ModelPerformance
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:recall:ModelPerformance'
, modelPerformance_recall
- The overall recall metric value for the trained model.
$sel:precision:ModelPerformance'
, modelPerformance_precision
- The overall precision metric value for the trained model.
$sel:f1Score:ModelPerformance'
, modelPerformance_f1Score
- The overall F1 score metric for the trained model.
modelPerformance_recall :: Lens' ModelPerformance (Maybe Double) Source #
The overall recall metric value for the trained model.
modelPerformance_precision :: Lens' ModelPerformance (Maybe Double) Source #
The overall precision metric value for the trained model.
modelPerformance_f1Score :: Lens' ModelPerformance (Maybe Double) Source #
The overall F1 score metric for the trained model.
OutputConfig
data OutputConfig Source #
The S3 location where Amazon Lookout for Vision saves model training files.
See: newOutputConfig
smart constructor.
OutputConfig' | |
|
Instances
Create a value of OutputConfig
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:s3Location:OutputConfig'
, outputConfig_s3Location
- The S3 location for the output.
outputConfig_s3Location :: Lens' OutputConfig S3Location Source #
The S3 location for the output.
OutputS3Object
data OutputS3Object Source #
The S3 location where Amazon Lookout for Vision saves training output.
See: newOutputS3Object
smart constructor.
Instances
Create a value of OutputS3Object
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:bucket:OutputS3Object'
, outputS3Object_bucket
- The bucket that contains the training output.
$sel:key:OutputS3Object'
, outputS3Object_key
- The location of the training output in the bucket.
outputS3Object_bucket :: Lens' OutputS3Object Text Source #
The bucket that contains the training output.
outputS3Object_key :: Lens' OutputS3Object Text Source #
The location of the training output in the bucket.
ProjectDescription
data ProjectDescription Source #
Describe an Amazon Lookout for Vision project. For more information, see DescribeProject.
See: newProjectDescription
smart constructor.
ProjectDescription' | |
|
Instances
newProjectDescription :: ProjectDescription Source #
Create a value of ProjectDescription
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:creationTimestamp:ProjectDescription'
, projectDescription_creationTimestamp
- The unix timestamp for the date and time that the project was created.
$sel:projectName:ProjectDescription'
, projectDescription_projectName
- The name of the project.
$sel:projectArn:ProjectDescription'
, projectDescription_projectArn
- The Amazon Resource Name (ARN) of the project.
$sel:datasets:ProjectDescription'
, projectDescription_datasets
- A list of datasets in the project.
projectDescription_creationTimestamp :: Lens' ProjectDescription (Maybe UTCTime) Source #
The unix timestamp for the date and time that the project was created.
projectDescription_projectName :: Lens' ProjectDescription (Maybe Text) Source #
The name of the project.
projectDescription_projectArn :: Lens' ProjectDescription (Maybe Text) Source #
The Amazon Resource Name (ARN) of the project.
projectDescription_datasets :: Lens' ProjectDescription (Maybe [DatasetMetadata]) Source #
A list of datasets in the project.
ProjectMetadata
data ProjectMetadata Source #
Metadata about an Amazon Lookout for Vision project.
See: newProjectMetadata
smart constructor.
ProjectMetadata' | |
|
Instances
newProjectMetadata :: ProjectMetadata Source #
Create a value of ProjectMetadata
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:creationTimestamp:ProjectMetadata'
, projectMetadata_creationTimestamp
- The unix timestamp for the date and time that the project was created.
$sel:projectName:ProjectMetadata'
, projectMetadata_projectName
- The name of the project.
$sel:projectArn:ProjectMetadata'
, projectMetadata_projectArn
- The Amazon Resource Name (ARN) of the project.
projectMetadata_creationTimestamp :: Lens' ProjectMetadata (Maybe UTCTime) Source #
The unix timestamp for the date and time that the project was created.
projectMetadata_projectName :: Lens' ProjectMetadata (Maybe Text) Source #
The name of the project.
projectMetadata_projectArn :: Lens' ProjectMetadata (Maybe Text) Source #
The Amazon Resource Name (ARN) of the project.
S3Location
data S3Location Source #
Information about the location training output.
See: newS3Location
smart constructor.
Instances
Create a value of S3Location
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:prefix:S3Location'
, s3Location_prefix
- The path of the folder, within the S3 bucket, that contains the training
output.
$sel:bucket:S3Location'
, s3Location_bucket
- The S3 bucket that contains the training output.
s3Location_prefix :: Lens' S3Location (Maybe Text) Source #
The path of the folder, within the S3 bucket, that contains the training output.
s3Location_bucket :: Lens' S3Location Text Source #
The S3 bucket that contains the training output.
Tag
A key and value pair that is attached to the specified Amazon Lookout for Vision model.
See: newTag
smart constructor.
Instances
Eq Tag Source # | |
Read Tag Source # | |
Show Tag Source # | |
Generic Tag Source # | |
NFData Tag Source # | |
Defined in Amazonka.LookoutVision.Types.Tag | |
Hashable Tag Source # | |
Defined in Amazonka.LookoutVision.Types.Tag | |
ToJSON Tag Source # | |
Defined in Amazonka.LookoutVision.Types.Tag | |
FromJSON Tag Source # | |
type Rep Tag Source # | |
Defined in Amazonka.LookoutVision.Types.Tag type Rep Tag = D1 ('MetaData "Tag" "Amazonka.LookoutVision.Types.Tag" "libZSservicesZSamazonka-lookoutvisionZSamazonka-lookoutvision" 'False) (C1 ('MetaCons "Tag'" 'PrefixI 'True) (S1 ('MetaSel ('Just "key") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text) :*: S1 ('MetaSel ('Just "value") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text))) |
Create a value of Tag
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:key:Tag'
, tag_key
- The key of the tag that is attached to the specified model.
$sel:value:Tag'
, tag_value
- The value of the tag that is attached to the specified model.