software.amazon.awssdk.services.sagemaker.model

Class ModelQualityAppSpecification

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.ModelQualityAppSpecification

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<ModelQualityAppSpecification.Builder,ModelQualityAppSpecification>

@Generated(value="software.amazon.awssdk:codegen")
public final class ModelQualityAppSpecification
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<ModelQualityAppSpecification.Builder,ModelQualityAppSpecification>

Container image configuration object for the monitoring job.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	ModelQualityAppSpecification.Builder

Method Summary

Modifier and Type	Method and Description
static ModelQualityAppSpecification.Builder	builder()
List<String>	containerArguments() An array of arguments for the container used to run the monitoring job.
List<String>	containerEntrypoint() Specifies the entrypoint for a container that the monitoring job runs.
Map<String,String>	environment() Sets the environment variables in the container that the monitoring job runs.
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
boolean	hasContainerArguments() For responses, this returns true if the service returned a value for the ContainerArguments property.
boolean	hasContainerEntrypoint() For responses, this returns true if the service returned a value for the ContainerEntrypoint property.
boolean	hasEnvironment() For responses, this returns true if the service returned a value for the Environment property.
int	hashCode()
String	imageUri() The address of the container image that the monitoring job runs.
String	postAnalyticsProcessorSourceUri() An Amazon S3 URI to a script that is called after analysis has been performed.
MonitoringProblemType	problemType() The machine learning problem type of the model that the monitoring job monitors.
String	problemTypeAsString() The machine learning problem type of the model that the monitoring job monitors.
String	recordPreprocessorSourceUri() An Amazon S3 URI to a script that is called per row prior to running analysis.
List<SdkField<?>>	sdkFields()
static Class<? extends ModelQualityAppSpecification.Builder>	serializableBuilderClass()
ModelQualityAppSpecification.Builder	toBuilder()
String	toString() Returns a string representation of this object.

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

imageUri

public final String imageUri()

The address of the container image that the monitoring job runs.

Returns:

The address of the container image that the monitoring job runs.

hasContainerEntrypoint

public final boolean hasContainerEntrypoint()

For responses, this returns true if the service returned a value for the ContainerEntrypoint property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.

containerEntrypoint

public final List<String> containerEntrypoint()

Specifies the entrypoint for a container that the monitoring job runs.

Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasContainerEntrypoint() method.

Returns:

Specifies the entrypoint for a container that the monitoring job runs.

hasContainerArguments

public final boolean hasContainerArguments()

For responses, this returns true if the service returned a value for the ContainerArguments property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.

containerArguments

public final List<String> containerArguments()

An array of arguments for the container used to run the monitoring job.

Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasContainerArguments() method.

Returns:

An array of arguments for the container used to run the monitoring job.

recordPreprocessorSourceUri

public final String 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.

Returns:

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.

postAnalyticsProcessorSourceUri

public final String 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.

Returns:

An Amazon S3 URI to a script that is called after analysis has been performed. Applicable only for the built-in (first party) containers.

problemType

public final MonitoringProblemType problemType()

The machine learning problem type of the model that the monitoring job monitors.

If the service returns an enum value that is not available in the current SDK version, problemType will return MonitoringProblemType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from problemTypeAsString().

Returns:

The machine learning problem type of the model that the monitoring job monitors.

See Also:

MonitoringProblemType

problemTypeAsString

public final String problemTypeAsString()

The machine learning problem type of the model that the monitoring job monitors.

If the service returns an enum value that is not available in the current SDK version, problemType will return MonitoringProblemType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from problemTypeAsString().

Returns:

The machine learning problem type of the model that the monitoring job monitors.

See Also:

MonitoringProblemType

hasEnvironment

public final boolean hasEnvironment()

For responses, this returns true if the service returned a value for the Environment property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.

environment

public final Map<String,String> environment()

Sets the environment variables in the container that the monitoring job runs.

Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasEnvironment() method.

Returns:

Sets the environment variables in the container that the monitoring job runs.

toBuilder

public ModelQualityAppSpecification.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<ModelQualityAppSpecification.Builder,ModelQualityAppSpecification>

builder

public static ModelQualityAppSpecification.Builder builder()

serializableBuilderClass

public static Class<? extends ModelQualityAppSpecification.Builder> serializableBuilderClass()

hashCode

public final int hashCode()

Overrides:

hashCode in class Object

equals

public final boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public final boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

public final String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

getValueForField

public final <T> Optional<T> getValueForField(String fieldName,
                                              Class<T> clazz)

sdkFields

public final List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo