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 |
Amazonka.SageMaker.Types.ModelQualityAppSpecification
Description
Synopsis
- data ModelQualityAppSpecification = ModelQualityAppSpecification' {}
- newModelQualityAppSpecification :: Text -> ModelQualityAppSpecification
- modelQualityAppSpecification_containerArguments :: Lens' ModelQualityAppSpecification (Maybe (NonEmpty Text))
- modelQualityAppSpecification_recordPreprocessorSourceUri :: Lens' ModelQualityAppSpecification (Maybe Text)
- modelQualityAppSpecification_environment :: Lens' ModelQualityAppSpecification (Maybe (HashMap Text Text))
- modelQualityAppSpecification_problemType :: Lens' ModelQualityAppSpecification (Maybe MonitoringProblemType)
- modelQualityAppSpecification_containerEntrypoint :: Lens' ModelQualityAppSpecification (Maybe (NonEmpty Text))
- modelQualityAppSpecification_postAnalyticsProcessorSourceUri :: Lens' ModelQualityAppSpecification (Maybe Text)
- modelQualityAppSpecification_imageUri :: Lens' ModelQualityAppSpecification Text
Documentation
data ModelQualityAppSpecification Source #
Container image configuration object for the monitoring job.
See: newModelQualityAppSpecification
smart constructor.
Constructors
ModelQualityAppSpecification' | |
Fields
|
Instances
newModelQualityAppSpecification Source #
Create a value of ModelQualityAppSpecification
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:containerArguments:ModelQualityAppSpecification'
, modelQualityAppSpecification_containerArguments
- An array of arguments for the container used to run the monitoring job.
$sel:recordPreprocessorSourceUri:ModelQualityAppSpecification'
, modelQualityAppSpecification_recordPreprocessorSourceUri
- An Amazon S3 URI to a script that is called per row prior to running
analysis. It can base64 decode the payload and convert it into a flatted
json so that the built-in container can use the converted data.
Applicable only for the built-in (first party) containers.
$sel:environment:ModelQualityAppSpecification'
, modelQualityAppSpecification_environment
- Sets the environment variables in the container that the monitoring job
runs.
$sel:problemType:ModelQualityAppSpecification'
, modelQualityAppSpecification_problemType
- The machine learning problem type of the model that the monitoring job
monitors.
$sel:containerEntrypoint:ModelQualityAppSpecification'
, modelQualityAppSpecification_containerEntrypoint
- Specifies the entrypoint for a container that the monitoring job runs.
$sel:postAnalyticsProcessorSourceUri:ModelQualityAppSpecification'
, modelQualityAppSpecification_postAnalyticsProcessorSourceUri
- An Amazon S3 URI to a script that is called after analysis has been
performed. Applicable only for the built-in (first party) containers.
$sel:imageUri:ModelQualityAppSpecification'
, modelQualityAppSpecification_imageUri
- The address of the container image that the monitoring job runs.
modelQualityAppSpecification_containerArguments :: Lens' ModelQualityAppSpecification (Maybe (NonEmpty Text)) Source #
An array of arguments for the container used to run the monitoring job.
modelQualityAppSpecification_recordPreprocessorSourceUri :: Lens' ModelQualityAppSpecification (Maybe Text) Source #
An Amazon S3 URI to a script that is called per row prior to running analysis. It can base64 decode the payload and convert it into a flatted json so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.
modelQualityAppSpecification_environment :: Lens' ModelQualityAppSpecification (Maybe (HashMap Text Text)) Source #
Sets the environment variables in the container that the monitoring job runs.
modelQualityAppSpecification_problemType :: Lens' ModelQualityAppSpecification (Maybe MonitoringProblemType) Source #
The machine learning problem type of the model that the monitoring job monitors.
modelQualityAppSpecification_containerEntrypoint :: Lens' ModelQualityAppSpecification (Maybe (NonEmpty Text)) Source #
Specifies the entrypoint for a container that the monitoring job runs.
modelQualityAppSpecification_postAnalyticsProcessorSourceUri :: Lens' ModelQualityAppSpecification (Maybe Text) Source #
An Amazon S3 URI to a script that is called after analysis has been performed. Applicable only for the built-in (first party) containers.
modelQualityAppSpecification_imageUri :: Lens' ModelQualityAppSpecification Text Source #
The address of the container image that the monitoring job runs.