Struct aws_sdk_glue::operation::start_import_labels_task_run::builders::StartImportLabelsTaskRunFluentBuilder
source · pub struct StartImportLabelsTaskRunFluentBuilder { /* private fields */ }
Expand description
Fluent builder constructing a request to StartImportLabelsTaskRun
.
Enables you to provide additional labels (examples of truth) to be used to teach the machine learning transform and improve its quality. This API operation is generally used as part of the active learning workflow that starts with the StartMLLabelingSetGenerationTaskRun
call and that ultimately results in improving the quality of your machine learning transform.
After the StartMLLabelingSetGenerationTaskRun
finishes, Glue machine learning will have generated a series of questions for humans to answer. (Answering these questions is often called 'labeling' in the machine learning workflows). In the case of the FindMatches
transform, these questions are of the form, “What is the correct way to group these rows together into groups composed entirely of matching records?” After the labeling process is finished, users upload their answers/labels with a call to StartImportLabelsTaskRun
. After StartImportLabelsTaskRun
finishes, all future runs of the machine learning transform use the new and improved labels and perform a higher-quality transformation.
By default, StartMLLabelingSetGenerationTaskRun
continually learns from and combines all labels that you upload unless you set Replace
to true. If you set Replace
to true, StartImportLabelsTaskRun
deletes and forgets all previously uploaded labels and learns only from the exact set that you upload. Replacing labels can be helpful if you realize that you previously uploaded incorrect labels, and you believe that they are having a negative effect on your transform quality.
You can check on the status of your task run by calling the GetMLTaskRun
operation.
Implementations§
source§impl StartImportLabelsTaskRunFluentBuilder
impl StartImportLabelsTaskRunFluentBuilder
sourcepub fn as_input(&self) -> &StartImportLabelsTaskRunInputBuilder
pub fn as_input(&self) -> &StartImportLabelsTaskRunInputBuilder
Access the StartImportLabelsTaskRun as a reference.
sourcepub async fn send(
self,
) -> Result<StartImportLabelsTaskRunOutput, SdkError<StartImportLabelsTaskRunError, HttpResponse>>
pub async fn send( self, ) -> Result<StartImportLabelsTaskRunOutput, SdkError<StartImportLabelsTaskRunError, HttpResponse>>
Sends the request and returns the response.
If an error occurs, an SdkError
will be returned with additional details that
can be matched against.
By default, any retryable failures will be retried twice. Retry behavior is configurable with the RetryConfig, which can be set when configuring the client.
sourcepub fn customize(
self,
) -> CustomizableOperation<StartImportLabelsTaskRunOutput, StartImportLabelsTaskRunError, Self>
pub fn customize( self, ) -> CustomizableOperation<StartImportLabelsTaskRunOutput, StartImportLabelsTaskRunError, Self>
Consumes this builder, creating a customizable operation that can be modified before being sent.
sourcepub fn transform_id(self, input: impl Into<String>) -> Self
pub fn transform_id(self, input: impl Into<String>) -> Self
The unique identifier of the machine learning transform.
sourcepub fn set_transform_id(self, input: Option<String>) -> Self
pub fn set_transform_id(self, input: Option<String>) -> Self
The unique identifier of the machine learning transform.
sourcepub fn get_transform_id(&self) -> &Option<String>
pub fn get_transform_id(&self) -> &Option<String>
The unique identifier of the machine learning transform.
sourcepub fn input_s3_path(self, input: impl Into<String>) -> Self
pub fn input_s3_path(self, input: impl Into<String>) -> Self
The Amazon Simple Storage Service (Amazon S3) path from where you import the labels.
sourcepub fn set_input_s3_path(self, input: Option<String>) -> Self
pub fn set_input_s3_path(self, input: Option<String>) -> Self
The Amazon Simple Storage Service (Amazon S3) path from where you import the labels.
sourcepub fn get_input_s3_path(&self) -> &Option<String>
pub fn get_input_s3_path(&self) -> &Option<String>
The Amazon Simple Storage Service (Amazon S3) path from where you import the labels.
sourcepub fn replace_all_labels(self, input: bool) -> Self
pub fn replace_all_labels(self, input: bool) -> Self
Indicates whether to overwrite your existing labels.
sourcepub fn set_replace_all_labels(self, input: Option<bool>) -> Self
pub fn set_replace_all_labels(self, input: Option<bool>) -> Self
Indicates whether to overwrite your existing labels.
sourcepub fn get_replace_all_labels(&self) -> &Option<bool>
pub fn get_replace_all_labels(&self) -> &Option<bool>
Indicates whether to overwrite your existing labels.
Trait Implementations§
source§impl Clone for StartImportLabelsTaskRunFluentBuilder
impl Clone for StartImportLabelsTaskRunFluentBuilder
source§fn clone(&self) -> StartImportLabelsTaskRunFluentBuilder
fn clone(&self) -> StartImportLabelsTaskRunFluentBuilder
1.0.0 · source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
source
. Read moreAuto Trait Implementations§
impl Freeze for StartImportLabelsTaskRunFluentBuilder
impl !RefUnwindSafe for StartImportLabelsTaskRunFluentBuilder
impl Send for StartImportLabelsTaskRunFluentBuilder
impl Sync for StartImportLabelsTaskRunFluentBuilder
impl Unpin for StartImportLabelsTaskRunFluentBuilder
impl !UnwindSafe for StartImportLabelsTaskRunFluentBuilder
Blanket Implementations§
source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
source§impl<T> Instrument for T
impl<T> Instrument for T
source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
source§impl<T> IntoEither for T
impl<T> IntoEither for T
source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
self
into a Left
variant of Either<Self, Self>
if into_left
is true
.
Converts self
into a Right
variant of Either<Self, Self>
otherwise. Read moresource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
self
into a Left
variant of Either<Self, Self>
if into_left(&self)
returns true
.
Converts self
into a Right
variant of Either<Self, Self>
otherwise. Read more