Enum aws_sdk_sagemaker::types::AutoMlProblemTypeConfig

#[non_exhaustive]
pub enum AutoMlProblemTypeConfig {
    ImageClassificationJobConfig(ImageClassificationJobConfig),
    TabularJobConfig(TabularJobConfig),
    TextClassificationJobConfig(TextClassificationJobConfig),
    TextGenerationJobConfig(TextGenerationJobConfig),
    TimeSeriesForecastingJobConfig(TimeSeriesForecastingJobConfig),
    Unknown,
}

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.

Variants (Non-exhaustive)

Non-exhaustive enums could have additional variants added in future. Therefore, when matching against variants of non-exhaustive enums, an extra wildcard arm must be added to account for any future variants.

ImageClassificationJobConfig(ImageClassificationJobConfig)

Settings used to configure an AutoML job V2 for the image classification problem type.

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.

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.

TimeSeriesForecastingJobConfig(TimeSeriesForecastingJobConfig)

Settings used to configure an AutoML job V2 for the time-series forecasting problem type.

Unknown

The Unknown variant represents cases where new union variant was received. Consider upgrading the SDK to the latest available version. An unknown enum variant

Note: If you encounter this error, consider upgrading your SDK to the latest version. The Unknown variant represents cases where the server sent a value that wasn’t recognized by the client. This can happen when the server adds new functionality, but the client has not been updated. To investigate this, consider turning on debug logging to print the raw HTTP response.

Implementations

impl AutoMlProblemTypeConfig

pub fn as_image_classification_job_config( &self, ) -> Result<&ImageClassificationJobConfig, &Self>

Tries to convert the enum instance into ImageClassificationJobConfig, extracting the inner ImageClassificationJobConfig. Returns Err(&Self) if it can’t be converted.

pub fn is_image_classification_job_config(&self) -> bool

Returns true if this is a ImageClassificationJobConfig.

pub fn as_tabular_job_config(&self) -> Result<&TabularJobConfig, &Self>

Tries to convert the enum instance into TabularJobConfig, extracting the inner TabularJobConfig. Returns Err(&Self) if it can’t be converted.

pub fn is_tabular_job_config(&self) -> bool

Returns true if this is a TabularJobConfig.

pub fn as_text_classification_job_config( &self, ) -> Result<&TextClassificationJobConfig, &Self>

Tries to convert the enum instance into TextClassificationJobConfig, extracting the inner TextClassificationJobConfig. Returns Err(&Self) if it can’t be converted.

pub fn is_text_classification_job_config(&self) -> bool

Returns true if this is a TextClassificationJobConfig.

pub fn as_text_generation_job_config( &self, ) -> Result<&TextGenerationJobConfig, &Self>

Tries to convert the enum instance into TextGenerationJobConfig, extracting the inner TextGenerationJobConfig. Returns Err(&Self) if it can’t be converted.

pub fn is_text_generation_job_config(&self) -> bool

Returns true if this is a TextGenerationJobConfig.

pub fn as_time_series_forecasting_job_config( &self, ) -> Result<&TimeSeriesForecastingJobConfig, &Self>

Tries to convert the enum instance into TimeSeriesForecastingJobConfig, extracting the inner TimeSeriesForecastingJobConfig. Returns Err(&Self) if it can’t be converted.

pub fn is_time_series_forecasting_job_config(&self) -> bool

Returns true if this is a TimeSeriesForecastingJobConfig.

pub fn is_unknown(&self) -> bool

Returns true if the enum instance is the Unknown variant.

Trait Implementations

impl Clone for AutoMlProblemTypeConfig

fn clone(&self) -> AutoMlProblemTypeConfig

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for AutoMlProblemTypeConfig

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl PartialEq for AutoMlProblemTypeConfig

fn eq(&self, other: &AutoMlProblemTypeConfig) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for AutoMlProblemTypeConfig