Copyright | (c) 2013-2023 Brendan Hay |
---|---|
License | Mozilla Public License, v. 2.0. |
Maintainer | Brendan Hay |
Stability | auto-generated |
Portability | non-portable (GHC extensions) |
Safe Haskell | Safe-Inferred |
Language | Haskell2010 |
Synopsis
- data BatchTransformInput = BatchTransformInput' {
- endTimeOffset :: Maybe Text
- featuresAttribute :: Maybe Text
- inferenceAttribute :: Maybe Text
- probabilityAttribute :: Maybe Text
- probabilityThresholdAttribute :: Maybe Double
- s3DataDistributionType :: Maybe ProcessingS3DataDistributionType
- s3InputMode :: Maybe ProcessingS3InputMode
- startTimeOffset :: Maybe Text
- dataCapturedDestinationS3Uri :: Text
- datasetFormat :: MonitoringDatasetFormat
- localPath :: Text
- newBatchTransformInput :: Text -> MonitoringDatasetFormat -> Text -> BatchTransformInput
- batchTransformInput_endTimeOffset :: Lens' BatchTransformInput (Maybe Text)
- batchTransformInput_featuresAttribute :: Lens' BatchTransformInput (Maybe Text)
- batchTransformInput_inferenceAttribute :: Lens' BatchTransformInput (Maybe Text)
- batchTransformInput_probabilityAttribute :: Lens' BatchTransformInput (Maybe Text)
- batchTransformInput_probabilityThresholdAttribute :: Lens' BatchTransformInput (Maybe Double)
- batchTransformInput_s3DataDistributionType :: Lens' BatchTransformInput (Maybe ProcessingS3DataDistributionType)
- batchTransformInput_s3InputMode :: Lens' BatchTransformInput (Maybe ProcessingS3InputMode)
- batchTransformInput_startTimeOffset :: Lens' BatchTransformInput (Maybe Text)
- batchTransformInput_dataCapturedDestinationS3Uri :: Lens' BatchTransformInput Text
- batchTransformInput_datasetFormat :: Lens' BatchTransformInput MonitoringDatasetFormat
- batchTransformInput_localPath :: Lens' BatchTransformInput Text
Documentation
data BatchTransformInput Source #
Input object for the batch transform job.
See: newBatchTransformInput
smart constructor.
BatchTransformInput' | |
|
Instances
newBatchTransformInput Source #
Create a value of BatchTransformInput
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:endTimeOffset:BatchTransformInput'
, batchTransformInput_endTimeOffset
- If specified, monitoring jobs substract this time from the end time. For
information about using offsets for scheduling monitoring jobs, see
Schedule Model Quality Monitoring Jobs.
$sel:featuresAttribute:BatchTransformInput'
, batchTransformInput_featuresAttribute
- The attributes of the input data that are the input features.
$sel:inferenceAttribute:BatchTransformInput'
, batchTransformInput_inferenceAttribute
- The attribute of the input data that represents the ground truth label.
$sel:probabilityAttribute:BatchTransformInput'
, batchTransformInput_probabilityAttribute
- In a classification problem, the attribute that represents the class
probability.
$sel:probabilityThresholdAttribute:BatchTransformInput'
, batchTransformInput_probabilityThresholdAttribute
- The threshold for the class probability to be evaluated as a positive
result.
$sel:s3DataDistributionType:BatchTransformInput'
, batchTransformInput_s3DataDistributionType
- Whether input data distributed in Amazon S3 is fully replicated or
sharded by an S3 key. Defaults to FullyReplicated
$sel:s3InputMode:BatchTransformInput'
, batchTransformInput_s3InputMode
- Whether the Pipe
or File
is used as the input mode for transferring
data for the monitoring job. Pipe
mode is recommended for large
datasets. File
mode is useful for small files that fit in memory.
Defaults to File
.
$sel:startTimeOffset:BatchTransformInput'
, batchTransformInput_startTimeOffset
- If specified, monitoring jobs substract this time from the start time.
For information about using offsets for scheduling monitoring jobs, see
Schedule Model Quality Monitoring Jobs.
$sel:dataCapturedDestinationS3Uri:BatchTransformInput'
, batchTransformInput_dataCapturedDestinationS3Uri
- The Amazon S3 location being used to capture the data.
$sel:datasetFormat:BatchTransformInput'
, batchTransformInput_datasetFormat
- The dataset format for your batch transform job.
$sel:localPath:BatchTransformInput'
, batchTransformInput_localPath
- Path to the filesystem where the batch transform data is available to
the container.
batchTransformInput_endTimeOffset :: Lens' BatchTransformInput (Maybe Text) Source #
If specified, monitoring jobs substract this time from the end time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.
batchTransformInput_featuresAttribute :: Lens' BatchTransformInput (Maybe Text) Source #
The attributes of the input data that are the input features.
batchTransformInput_inferenceAttribute :: Lens' BatchTransformInput (Maybe Text) Source #
The attribute of the input data that represents the ground truth label.
batchTransformInput_probabilityAttribute :: Lens' BatchTransformInput (Maybe Text) Source #
In a classification problem, the attribute that represents the class probability.
batchTransformInput_probabilityThresholdAttribute :: Lens' BatchTransformInput (Maybe Double) Source #
The threshold for the class probability to be evaluated as a positive result.
batchTransformInput_s3DataDistributionType :: Lens' BatchTransformInput (Maybe ProcessingS3DataDistributionType) Source #
Whether input data distributed in Amazon S3 is fully replicated or
sharded by an S3 key. Defaults to FullyReplicated
batchTransformInput_s3InputMode :: Lens' BatchTransformInput (Maybe ProcessingS3InputMode) Source #
Whether the Pipe
or File
is used as the input mode for transferring
data for the monitoring job. Pipe
mode is recommended for large
datasets. File
mode is useful for small files that fit in memory.
Defaults to File
.
batchTransformInput_startTimeOffset :: Lens' BatchTransformInput (Maybe Text) Source #
If specified, monitoring jobs substract this time from the start time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.
batchTransformInput_dataCapturedDestinationS3Uri :: Lens' BatchTransformInput Text Source #
The Amazon S3 location being used to capture the data.
batchTransformInput_datasetFormat :: Lens' BatchTransformInput MonitoringDatasetFormat Source #
The dataset format for your batch transform job.
batchTransformInput_localPath :: Lens' BatchTransformInput Text Source #
Path to the filesystem where the batch transform data is available to the container.