Interface CfnModelBiasJobDefinition.EndpointInputProperty
- All Superinterfaces:
software.amazon.jsii.JsiiSerializable
- All Known Implementing Classes:
CfnModelBiasJobDefinition.EndpointInputProperty.Jsii$Proxy
- Enclosing class:
CfnModelBiasJobDefinition
@Stability(Stable)
public static interface CfnModelBiasJobDefinition.EndpointInputProperty
extends software.amazon.jsii.JsiiSerializable
Input object for the endpoint.
Example:
// The code below shows an example of how to instantiate this type. // The values are placeholders you should change. import software.amazon.awscdk.services.sagemaker.*; EndpointInputProperty endpointInputProperty = EndpointInputProperty.builder() .endpointName("endpointName") .localPath("localPath") // the properties below are optional .endTimeOffset("endTimeOffset") .featuresAttribute("featuresAttribute") .inferenceAttribute("inferenceAttribute") .probabilityAttribute("probabilityAttribute") .probabilityThresholdAttribute(123) .s3DataDistributionType("s3DataDistributionType") .s3InputMode("s3InputMode") .startTimeOffset("startTimeOffset") .build();
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Nested Class Summary
Modifier and TypeInterfaceDescriptionstatic final class
A builder forCfnModelBiasJobDefinition.EndpointInputProperty
static final class
An implementation forCfnModelBiasJobDefinition.EndpointInputProperty
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Method Summary
Modifier and TypeMethodDescriptionbuilder()
An endpoint in customer's account which has enabledDataCaptureConfig
enabled.default String
If specified, monitoring jobs substract this time from the end time.default String
The attributes of the input data that are the input features.default String
The attribute of the input data that represents the ground truth label.Path to the filesystem where the endpoint data is available to the container.default String
In a classification problem, the attribute that represents the class probability.default Number
The threshold for the class probability to be evaluated as a positive result.default String
Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key.default String
Whether thePipe
orFile
is used as the input mode for transferring data for the monitoring job.default String
If specified, monitoring jobs substract this time from the start time.Methods inherited from interface software.amazon.jsii.JsiiSerializable
$jsii$toJson
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Method Details
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getEndpointName
An endpoint in customer's account which has enabledDataCaptureConfig
enabled. -
getLocalPath
Path to the filesystem where the endpoint data is available to the container. -
getEndTimeOffset
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 .
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getFeaturesAttribute
The attributes of the input data that are the input features. -
getInferenceAttribute
The attribute of the input data that represents the ground truth label. -
getProbabilityAttribute
In a classification problem, the attribute that represents the class probability. -
getProbabilityThresholdAttribute
The threshold for the class probability to be evaluated as a positive result. -
getS3DataDistributionType
Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key.Defaults to
FullyReplicated
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getS3InputMode
Whether thePipe
orFile
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 toFile
. -
getStartTimeOffset
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 .
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builder
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