Class CfnModelBiasJobDefinition.BatchTransformInputProperty
Input object for the batch transform job.
Inheritance
Namespace: Amazon.CDK.AWS.Sagemaker
Assembly: Amazon.CDK.Lib.dll
Syntax (csharp)
public class BatchTransformInputProperty : Object, CfnModelBiasJobDefinition.IBatchTransformInputProperty
Syntax (vb)
Public Class BatchTransformInputProperty
Inherits Object
Implements CfnModelBiasJobDefinition.IBatchTransformInputProperty
Remarks
ExampleMetadata: fixture=_generated
Examples
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
using Amazon.CDK.AWS.Sagemaker;
var batchTransformInputProperty = new BatchTransformInputProperty {
DataCapturedDestinationS3Uri = "dataCapturedDestinationS3Uri",
DatasetFormat = new DatasetFormatProperty {
Csv = new CsvProperty {
Header = false
},
Json = new JsonProperty {
Line = false
},
Parquet = false
},
LocalPath = "localPath",
// the properties below are optional
EndTimeOffset = "endTimeOffset",
FeaturesAttribute = "featuresAttribute",
InferenceAttribute = "inferenceAttribute",
ProbabilityAttribute = "probabilityAttribute",
ProbabilityThresholdAttribute = 123,
S3DataDistributionType = "s3DataDistributionType",
S3InputMode = "s3InputMode",
StartTimeOffset = "startTimeOffset"
};
Synopsis
Constructors
BatchTransformInputProperty() |
Properties
DataCapturedDestinationS3Uri | The Amazon S3 location being used to capture the data. |
DatasetFormat | The dataset format for your batch transform job. |
EndTimeOffset | If specified, monitoring jobs subtract this time from the end time. |
FeaturesAttribute | The attributes of the input data that are the input features. |
InferenceAttribute | The attribute of the input data that represents the ground truth label. |
LocalPath | Path to the filesystem where the batch transform data is available to the container. |
ProbabilityAttribute | In a classification problem, the attribute that represents the class probability. |
ProbabilityThresholdAttribute | The threshold for the class probability to be evaluated as a positive result. |
S3DataDistributionType | Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. |
S3InputMode | Whether the |
StartTimeOffset | If specified, monitoring jobs substract this time from the start time. |
Constructors
BatchTransformInputProperty()
public BatchTransformInputProperty()
Properties
DataCapturedDestinationS3Uri
The Amazon S3 location being used to capture the data.
public string DataCapturedDestinationS3Uri { get; set; }
Property Value
System.String
Remarks
DatasetFormat
The dataset format for your batch transform job.
public object DatasetFormat { get; set; }
Property Value
System.Object
Remarks
EndTimeOffset
If specified, monitoring jobs subtract this time from the end time.
public string EndTimeOffset { get; set; }
Property Value
System.String
Remarks
For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs .
FeaturesAttribute
The attributes of the input data that are the input features.
public string FeaturesAttribute { get; set; }
Property Value
System.String
Remarks
InferenceAttribute
The attribute of the input data that represents the ground truth label.
public string InferenceAttribute { get; set; }
Property Value
System.String
Remarks
LocalPath
Path to the filesystem where the batch transform data is available to the container.
public string LocalPath { get; set; }
Property Value
System.String
Remarks
ProbabilityAttribute
In a classification problem, the attribute that represents the class probability.
public string ProbabilityAttribute { get; set; }
Property Value
System.String
Remarks
ProbabilityThresholdAttribute
The threshold for the class probability to be evaluated as a positive result.
public Nullable<double> ProbabilityThresholdAttribute { get; set; }
Property Value
System.Nullable<System.Double>
Remarks
S3DataDistributionType
Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key.
public string S3DataDistributionType { get; set; }
Property Value
System.String
Remarks
S3InputMode
Whether the Pipe
or File
is used as the input mode for transferring data for the monitoring job.
public string S3InputMode { get; set; }
Property Value
System.String
Remarks
Pipe
mode is recommended for large datasets. File
mode is useful for small files that fit in memory. Defaults to File
.
StartTimeOffset
If specified, monitoring jobs substract this time from the start time.
public string StartTimeOffset { get; set; }
Property Value
System.String
Remarks
For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs .