java.lang.Object
- software.amazon.awssdk.services.sagemaker.model.AutoMLProblemTypeConfig

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<AutoMLProblemTypeConfig.Builder,AutoMLProblemTypeConfig>
```
@Generated("software.amazon.awssdk:codegen")
public final class AutoMLProblemTypeConfig
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<AutoMLProblemTypeConfig.Builder,AutoMLProblemTypeConfig>
```
A collection of settings specific to the problem type used to configure an AutoML job V2. There must be one and only one config of the following type.

See Also:

Serialized Form

Nested Class Summary

Nested Classes
Modifier and Type Class Description

static interface AutoMLProblemTypeConfig.Builder

static class AutoMLProblemTypeConfig.Type

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`static AutoMLProblemTypeConfig.Builder`	`builder()`
`boolean`	`equals(Object obj)`
`boolean`	`equalsBySdkFields(Object obj)`
`static AutoMLProblemTypeConfig`	`fromImageClassificationJobConfig(Consumer<ImageClassificationJobConfig.Builder> imageClassificationJobConfig)`	Create an instance of this class with `imageClassificationJobConfig()` initialized to the given value.
`static AutoMLProblemTypeConfig`	`fromImageClassificationJobConfig(ImageClassificationJobConfig imageClassificationJobConfig)`	Create an instance of this class with `imageClassificationJobConfig()` initialized to the given value.
`static AutoMLProblemTypeConfig`	`fromTabularJobConfig(Consumer<TabularJobConfig.Builder> tabularJobConfig)`	Create an instance of this class with `tabularJobConfig()` initialized to the given value.
`static AutoMLProblemTypeConfig`	`fromTabularJobConfig(TabularJobConfig tabularJobConfig)`	Create an instance of this class with `tabularJobConfig()` initialized to the given value.
`static AutoMLProblemTypeConfig`	`fromTextClassificationJobConfig(Consumer<TextClassificationJobConfig.Builder> textClassificationJobConfig)`	Create an instance of this class with `textClassificationJobConfig()` initialized to the given value.
`static AutoMLProblemTypeConfig`	`fromTextClassificationJobConfig(TextClassificationJobConfig textClassificationJobConfig)`	Create an instance of this class with `textClassificationJobConfig()` initialized to the given value.
`static AutoMLProblemTypeConfig`	`fromTextGenerationJobConfig(Consumer<TextGenerationJobConfig.Builder> textGenerationJobConfig)`	Create an instance of this class with `textGenerationJobConfig()` initialized to the given value.
`static AutoMLProblemTypeConfig`	`fromTextGenerationJobConfig(TextGenerationJobConfig textGenerationJobConfig)`	Create an instance of this class with `textGenerationJobConfig()` initialized to the given value.
`static AutoMLProblemTypeConfig`	`fromTimeSeriesForecastingJobConfig(Consumer<TimeSeriesForecastingJobConfig.Builder> timeSeriesForecastingJobConfig)`	Create an instance of this class with `timeSeriesForecastingJobConfig()` initialized to the given value.
`static AutoMLProblemTypeConfig`	`fromTimeSeriesForecastingJobConfig(TimeSeriesForecastingJobConfig timeSeriesForecastingJobConfig)`	Create an instance of this class with `timeSeriesForecastingJobConfig()` initialized to the given value.
`<T> Optional<T>`	`getValueForField(String fieldName, Class<T> clazz)`
`int`	`hashCode()`
`ImageClassificationJobConfig`	`imageClassificationJobConfig()`	Settings used to configure an AutoML job V2 for the image classification problem type.
`Map<String,SdkField<?>>`	`sdkFieldNameToField()`
`List<SdkField<?>>`	`sdkFields()`
`static Class<? extends AutoMLProblemTypeConfig.Builder>`	`serializableBuilderClass()`
`TabularJobConfig`	`tabularJobConfig()`	Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
`TextClassificationJobConfig`	`textClassificationJobConfig()`	Settings used to configure an AutoML job V2 for the text classification problem type.
`TextGenerationJobConfig`	`textGenerationJobConfig()`	Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
`TimeSeriesForecastingJobConfig`	`timeSeriesForecastingJobConfig()`	Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
`AutoMLProblemTypeConfig.Builder`	`toBuilder()`
`String`	`toString()`	Returns a string representation of this object.
`AutoMLProblemTypeConfig.Type`	`type()`	Retrieve an enum value representing which member of this object is populated.

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
  - imageClassificationJobConfig
```
public final ImageClassificationJobConfig imageClassificationJobConfig()
```
    Settings used to configure an AutoML job V2 for the image classification problem type.
    
    Returns:
    
    Settings used to configure an AutoML job V2 for the image classification problem type.
  - textClassificationJobConfig
```
public final TextClassificationJobConfig textClassificationJobConfig()
```
    Settings used to configure an AutoML job V2 for the text classification problem type.
    
    Returns:
    
    Settings used to configure an AutoML job V2 for the text classification problem type.
  - timeSeriesForecastingJobConfig
```
public final TimeSeriesForecastingJobConfig timeSeriesForecastingJobConfig()
```
    Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
    
    Returns:
    
    Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
  - tabularJobConfig
```
public final TabularJobConfig tabularJobConfig()
```
    Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
    
    Returns:
    
    Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
  - textGenerationJobConfig
```
public final TextGenerationJobConfig textGenerationJobConfig()
```
    Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
    
    The text generation models that support fine-tuning in Autopilot are currently accessible exclusively in regions supported by Canvas. Refer to the documentation of Canvas for the full list of its supported Regions.
    
    Returns:
    
    Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
    
    The text generation models that support fine-tuning in Autopilot are currently accessible exclusively in regions supported by Canvas. Refer to the documentation of Canvas for the full list of its supported Regions.
  - toBuilder
```
public AutoMLProblemTypeConfig.Builder toBuilder()
```
    Specified by:
    
    toBuilder in interface ToCopyableBuilder<AutoMLProblemTypeConfig.Builder,AutoMLProblemTypeConfig>
  - builder
```
public static AutoMLProblemTypeConfig.Builder builder()
```
  - serializableBuilderClass
```
public static Class<? extends AutoMLProblemTypeConfig.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)
```
  - fromImageClassificationJobConfig
```
public static AutoMLProblemTypeConfig fromImageClassificationJobConfig(ImageClassificationJobConfig imageClassificationJobConfig)
```
    Create an instance of this class with imageClassificationJobConfig() initialized to the given value.
    Settings used to configure an AutoML job V2 for the image classification problem type.
    
    Parameters:
    
    imageClassificationJobConfig - Settings used to configure an AutoML job V2 for the image classification problem type.
  - fromImageClassificationJobConfig
```
public static AutoMLProblemTypeConfig fromImageClassificationJobConfig(Consumer<ImageClassificationJobConfig.Builder> imageClassificationJobConfig)
```
    Create an instance of this class with imageClassificationJobConfig() initialized to the given value.
    Settings used to configure an AutoML job V2 for the image classification problem type.
    
    Parameters:
    
    imageClassificationJobConfig - Settings used to configure an AutoML job V2 for the image classification problem type.
  - fromTextClassificationJobConfig
```
public static AutoMLProblemTypeConfig fromTextClassificationJobConfig(TextClassificationJobConfig textClassificationJobConfig)
```
    Create an instance of this class with textClassificationJobConfig() initialized to the given value.
    Settings used to configure an AutoML job V2 for the text classification problem type.
    
    Parameters:
    
    textClassificationJobConfig - Settings used to configure an AutoML job V2 for the text classification problem type.
  - fromTextClassificationJobConfig
```
public static AutoMLProblemTypeConfig fromTextClassificationJobConfig(Consumer<TextClassificationJobConfig.Builder> textClassificationJobConfig)
```
    Create an instance of this class with textClassificationJobConfig() initialized to the given value.
    Settings used to configure an AutoML job V2 for the text classification problem type.
    
    Parameters:
    
    textClassificationJobConfig - Settings used to configure an AutoML job V2 for the text classification problem type.
  - fromTimeSeriesForecastingJobConfig
```
public static AutoMLProblemTypeConfig fromTimeSeriesForecastingJobConfig(TimeSeriesForecastingJobConfig timeSeriesForecastingJobConfig)
```
    Create an instance of this class with timeSeriesForecastingJobConfig() initialized to the given value.
    Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
    
    Parameters:
    
    timeSeriesForecastingJobConfig - Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
  - fromTimeSeriesForecastingJobConfig
```
public static AutoMLProblemTypeConfig fromTimeSeriesForecastingJobConfig(Consumer<TimeSeriesForecastingJobConfig.Builder> timeSeriesForecastingJobConfig)
```
    Create an instance of this class with timeSeriesForecastingJobConfig() initialized to the given value.
    Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
    
    Parameters:
    
    timeSeriesForecastingJobConfig - Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
  - fromTabularJobConfig
```
public static AutoMLProblemTypeConfig fromTabularJobConfig(TabularJobConfig tabularJobConfig)
```
    Create an instance of this class with tabularJobConfig() initialized to the given value.
    Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
    
    Parameters:
    
    tabularJobConfig - Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
  - fromTabularJobConfig
```
public static AutoMLProblemTypeConfig fromTabularJobConfig(Consumer<TabularJobConfig.Builder> tabularJobConfig)
```
    Create an instance of this class with tabularJobConfig() initialized to the given value.
    Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
    
    Parameters:
    
    tabularJobConfig - Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
  - fromTextGenerationJobConfig
```
public static AutoMLProblemTypeConfig fromTextGenerationJobConfig(TextGenerationJobConfig textGenerationJobConfig)
```
    Create an instance of this class with textGenerationJobConfig() initialized to the given value.
    Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
    
    The text generation models that support fine-tuning in Autopilot are currently accessible exclusively in regions supported by Canvas. Refer to the documentation of Canvas for the full list of its supported Regions.
    
    Parameters:
    
    textGenerationJobConfig - Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
    
    The text generation models that support fine-tuning in Autopilot are currently accessible exclusively in regions supported by Canvas. Refer to the documentation of Canvas for the full list of its supported Regions.
  - fromTextGenerationJobConfig
```
public static AutoMLProblemTypeConfig fromTextGenerationJobConfig(Consumer<TextGenerationJobConfig.Builder> textGenerationJobConfig)
```
    Create an instance of this class with textGenerationJobConfig() initialized to the given value.
    Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
    
    The text generation models that support fine-tuning in Autopilot are currently accessible exclusively in regions supported by Canvas. Refer to the documentation of Canvas for the full list of its supported Regions.
    
    Parameters:
    
    textGenerationJobConfig - Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
    
    The text generation models that support fine-tuning in Autopilot are currently accessible exclusively in regions supported by Canvas. Refer to the documentation of Canvas for the full list of its supported Regions.
  - type
```
public AutoMLProblemTypeConfig.Type type()
```
    Retrieve an enum value representing which member of this object is populated. When this class is returned in a service response, this will be AutoMLProblemTypeConfig.Type.UNKNOWN_TO_SDK_VERSION if the service returned a member that is only known to a newer SDK version. When this class is created directly in your code, this will be AutoMLProblemTypeConfig.Type.UNKNOWN_TO_SDK_VERSION if zero members are set, and null if more than one member is set.
  - sdkFields
```
public final List<SdkField<?>> sdkFields()
```
    Specified by:
    
    sdkFields in interface SdkPojo
  - sdkFieldNameToField
```
public final Map<String,SdkField<?>> sdkFieldNameToField()
```
    Specified by:
    
    sdkFieldNameToField in interface SdkPojo

Modifier and Type	Class	Description
`static interface`	`AutoMLProblemTypeConfig.Builder`
`static class`	`AutoMLProblemTypeConfig.Type`

Class AutoMLProblemTypeConfig

Nested Class Summary

Method Summary

Methods inherited from class java.lang.Object

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

Method Detail

imageClassificationJobConfig

textClassificationJobConfig

timeSeriesForecastingJobConfig

tabularJobConfig

textGenerationJobConfig

toBuilder

builder

serializableBuilderClass

hashCode

equals

equalsBySdkFields

toString

getValueForField

fromImageClassificationJobConfig

fromImageClassificationJobConfig

fromTextClassificationJobConfig

fromTextClassificationJobConfig

fromTimeSeriesForecastingJobConfig

fromTimeSeriesForecastingJobConfig

fromTabularJobConfig

fromTabularJobConfig

fromTextGenerationJobConfig

fromTextGenerationJobConfig

type

sdkFields

sdkFieldNameToField