Interface EndpointInput.Builder
-
- All Superinterfaces:
Buildable
,CopyableBuilder<EndpointInput.Builder,EndpointInput>
,SdkBuilder<EndpointInput.Builder,EndpointInput>
,SdkPojo
- Enclosing class:
- EndpointInput
public static interface EndpointInput.Builder extends SdkPojo, CopyableBuilder<EndpointInput.Builder,EndpointInput>
-
-
Method Summary
All Methods Instance Methods Abstract Methods Modifier and Type Method Description EndpointInput.Builder
endpointName(String endpointName)
An endpoint in customer's account which has enabledDataCaptureConfig
enabled.EndpointInput.Builder
endTimeOffset(String endTimeOffset)
If specified, monitoring jobs substract this time from the end time.EndpointInput.Builder
excludeFeaturesAttribute(String excludeFeaturesAttribute)
The attributes of the input data to exclude from the analysis.EndpointInput.Builder
featuresAttribute(String featuresAttribute)
The attributes of the input data that are the input features.EndpointInput.Builder
inferenceAttribute(String inferenceAttribute)
The attribute of the input data that represents the ground truth label.EndpointInput.Builder
localPath(String localPath)
Path to the filesystem where the endpoint data is available to the container.EndpointInput.Builder
probabilityAttribute(String probabilityAttribute)
In a classification problem, the attribute that represents the class probability.EndpointInput.Builder
probabilityThresholdAttribute(Double probabilityThresholdAttribute)
The threshold for the class probability to be evaluated as a positive result.EndpointInput.Builder
s3DataDistributionType(String s3DataDistributionType)
Whether input data distributed in Amazon S3 is fully replicated or sharded by an Amazon S3 key.EndpointInput.Builder
s3DataDistributionType(ProcessingS3DataDistributionType s3DataDistributionType)
Whether input data distributed in Amazon S3 is fully replicated or sharded by an Amazon S3 key.EndpointInput.Builder
s3InputMode(String s3InputMode)
Whether thePipe
orFile
is used as the input mode for transferring data for the monitoring job.EndpointInput.Builder
s3InputMode(ProcessingS3InputMode s3InputMode)
Whether thePipe
orFile
is used as the input mode for transferring data for the monitoring job.EndpointInput.Builder
startTimeOffset(String startTimeOffset)
If specified, monitoring jobs substract this time from the start time.-
Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder
copy
-
Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder
applyMutation, build
-
Methods inherited from interface software.amazon.awssdk.core.SdkPojo
equalsBySdkFields, sdkFieldNameToField, sdkFields
-
-
-
-
Method Detail
-
endpointName
EndpointInput.Builder endpointName(String endpointName)
An endpoint in customer's account which has enabled
DataCaptureConfig
enabled.- Parameters:
endpointName
- An endpoint in customer's account which has enabledDataCaptureConfig
enabled.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
localPath
EndpointInput.Builder localPath(String localPath)
Path to the filesystem where the endpoint data is available to the container.
- Parameters:
localPath
- Path to the filesystem where the endpoint data is available to the container.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
s3InputMode
EndpointInput.Builder s3InputMode(String s3InputMode)
Whether the
Pipe
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
.- Parameters:
s3InputMode
- 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
.- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
ProcessingS3InputMode
,ProcessingS3InputMode
-
s3InputMode
EndpointInput.Builder s3InputMode(ProcessingS3InputMode s3InputMode)
Whether the
Pipe
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
.- Parameters:
s3InputMode
- 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
.- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
ProcessingS3InputMode
,ProcessingS3InputMode
-
s3DataDistributionType
EndpointInput.Builder s3DataDistributionType(String s3DataDistributionType)
Whether input data distributed in Amazon S3 is fully replicated or sharded by an Amazon S3 key. Defaults to
FullyReplicated
- Parameters:
s3DataDistributionType
- Whether input data distributed in Amazon S3 is fully replicated or sharded by an Amazon S3 key. Defaults toFullyReplicated
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
ProcessingS3DataDistributionType
,ProcessingS3DataDistributionType
-
s3DataDistributionType
EndpointInput.Builder s3DataDistributionType(ProcessingS3DataDistributionType s3DataDistributionType)
Whether input data distributed in Amazon S3 is fully replicated or sharded by an Amazon S3 key. Defaults to
FullyReplicated
- Parameters:
s3DataDistributionType
- Whether input data distributed in Amazon S3 is fully replicated or sharded by an Amazon S3 key. Defaults toFullyReplicated
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
ProcessingS3DataDistributionType
,ProcessingS3DataDistributionType
-
featuresAttribute
EndpointInput.Builder featuresAttribute(String featuresAttribute)
The attributes of the input data that are the input features.
- Parameters:
featuresAttribute
- The attributes of the input data that are the input features.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
inferenceAttribute
EndpointInput.Builder inferenceAttribute(String inferenceAttribute)
The attribute of the input data that represents the ground truth label.
- Parameters:
inferenceAttribute
- The attribute of the input data that represents the ground truth label.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
probabilityAttribute
EndpointInput.Builder probabilityAttribute(String probabilityAttribute)
In a classification problem, the attribute that represents the class probability.
- Parameters:
probabilityAttribute
- In a classification problem, the attribute that represents the class probability.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
probabilityThresholdAttribute
EndpointInput.Builder probabilityThresholdAttribute(Double probabilityThresholdAttribute)
The threshold for the class probability to be evaluated as a positive result.
- Parameters:
probabilityThresholdAttribute
- The threshold for the class probability to be evaluated as a positive result.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
startTimeOffset
EndpointInput.Builder startTimeOffset(String 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.
- Parameters:
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.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
endTimeOffset
EndpointInput.Builder endTimeOffset(String 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.
- Parameters:
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.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
excludeFeaturesAttribute
EndpointInput.Builder excludeFeaturesAttribute(String excludeFeaturesAttribute)
The attributes of the input data to exclude from the analysis.
- Parameters:
excludeFeaturesAttribute
- The attributes of the input data to exclude from the analysis.- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
-