Struct aws_sdk_glue::operation::update_ml_transform::builders::UpdateMLTransformFluentBuilder
source · pub struct UpdateMLTransformFluentBuilder { /* private fields */ }
Expand description
Fluent builder constructing a request to UpdateMLTransform
.
Updates an existing machine learning transform. Call this operation to tune the algorithm parameters to achieve better results.
After calling this operation, you can call the StartMLEvaluationTaskRun
operation to assess how well your new parameters achieved your goals (such as improving the quality of your machine learning transform, or making it more cost-effective).
Implementations§
source§impl UpdateMLTransformFluentBuilder
impl UpdateMLTransformFluentBuilder
sourcepub fn as_input(&self) -> &UpdateMlTransformInputBuilder
pub fn as_input(&self) -> &UpdateMlTransformInputBuilder
Access the UpdateMLTransform as a reference.
sourcepub async fn send(
self,
) -> Result<UpdateMlTransformOutput, SdkError<UpdateMLTransformError, HttpResponse>>
pub async fn send( self, ) -> Result<UpdateMlTransformOutput, SdkError<UpdateMLTransformError, 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<UpdateMlTransformOutput, UpdateMLTransformError, Self>
pub fn customize( self, ) -> CustomizableOperation<UpdateMlTransformOutput, UpdateMLTransformError, 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
A unique identifier that was generated when the transform was created.
sourcepub fn set_transform_id(self, input: Option<String>) -> Self
pub fn set_transform_id(self, input: Option<String>) -> Self
A unique identifier that was generated when the transform was created.
sourcepub fn get_transform_id(&self) -> &Option<String>
pub fn get_transform_id(&self) -> &Option<String>
A unique identifier that was generated when the transform was created.
sourcepub fn name(self, input: impl Into<String>) -> Self
pub fn name(self, input: impl Into<String>) -> Self
The unique name that you gave the transform when you created it.
sourcepub fn set_name(self, input: Option<String>) -> Self
pub fn set_name(self, input: Option<String>) -> Self
The unique name that you gave the transform when you created it.
sourcepub fn get_name(&self) -> &Option<String>
pub fn get_name(&self) -> &Option<String>
The unique name that you gave the transform when you created it.
sourcepub fn description(self, input: impl Into<String>) -> Self
pub fn description(self, input: impl Into<String>) -> Self
A description of the transform. The default is an empty string.
sourcepub fn set_description(self, input: Option<String>) -> Self
pub fn set_description(self, input: Option<String>) -> Self
A description of the transform. The default is an empty string.
sourcepub fn get_description(&self) -> &Option<String>
pub fn get_description(&self) -> &Option<String>
A description of the transform. The default is an empty string.
sourcepub fn parameters(self, input: TransformParameters) -> Self
pub fn parameters(self, input: TransformParameters) -> Self
The configuration parameters that are specific to the transform type (algorithm) used. Conditionally dependent on the transform type.
sourcepub fn set_parameters(self, input: Option<TransformParameters>) -> Self
pub fn set_parameters(self, input: Option<TransformParameters>) -> Self
The configuration parameters that are specific to the transform type (algorithm) used. Conditionally dependent on the transform type.
sourcepub fn get_parameters(&self) -> &Option<TransformParameters>
pub fn get_parameters(&self) -> &Option<TransformParameters>
The configuration parameters that are specific to the transform type (algorithm) used. Conditionally dependent on the transform type.
sourcepub fn role(self, input: impl Into<String>) -> Self
pub fn role(self, input: impl Into<String>) -> Self
The name or Amazon Resource Name (ARN) of the IAM role with the required permissions.
sourcepub fn set_role(self, input: Option<String>) -> Self
pub fn set_role(self, input: Option<String>) -> Self
The name or Amazon Resource Name (ARN) of the IAM role with the required permissions.
sourcepub fn get_role(&self) -> &Option<String>
pub fn get_role(&self) -> &Option<String>
The name or Amazon Resource Name (ARN) of the IAM role with the required permissions.
sourcepub fn glue_version(self, input: impl Into<String>) -> Self
pub fn glue_version(self, input: impl Into<String>) -> Self
This value determines which version of Glue this machine learning transform is compatible with. Glue 1.0 is recommended for most customers. If the value is not set, the Glue compatibility defaults to Glue 0.9. For more information, see Glue Versions in the developer guide.
sourcepub fn set_glue_version(self, input: Option<String>) -> Self
pub fn set_glue_version(self, input: Option<String>) -> Self
This value determines which version of Glue this machine learning transform is compatible with. Glue 1.0 is recommended for most customers. If the value is not set, the Glue compatibility defaults to Glue 0.9. For more information, see Glue Versions in the developer guide.
sourcepub fn get_glue_version(&self) -> &Option<String>
pub fn get_glue_version(&self) -> &Option<String>
This value determines which version of Glue this machine learning transform is compatible with. Glue 1.0 is recommended for most customers. If the value is not set, the Glue compatibility defaults to Glue 0.9. For more information, see Glue Versions in the developer guide.
sourcepub fn max_capacity(self, input: f64) -> Self
pub fn max_capacity(self, input: f64) -> Self
The number of Glue data processing units (DPUs) that are allocated to task runs for this transform. You can allocate from 2 to 100 DPUs; the default is 10. A DPU is a relative measure of processing power that consists of 4 vCPUs of compute capacity and 16 GB of memory. For more information, see the Glue pricing page.
When the WorkerType
field is set to a value other than Standard
, the MaxCapacity
field is set automatically and becomes read-only.
sourcepub fn set_max_capacity(self, input: Option<f64>) -> Self
pub fn set_max_capacity(self, input: Option<f64>) -> Self
The number of Glue data processing units (DPUs) that are allocated to task runs for this transform. You can allocate from 2 to 100 DPUs; the default is 10. A DPU is a relative measure of processing power that consists of 4 vCPUs of compute capacity and 16 GB of memory. For more information, see the Glue pricing page.
When the WorkerType
field is set to a value other than Standard
, the MaxCapacity
field is set automatically and becomes read-only.
sourcepub fn get_max_capacity(&self) -> &Option<f64>
pub fn get_max_capacity(&self) -> &Option<f64>
The number of Glue data processing units (DPUs) that are allocated to task runs for this transform. You can allocate from 2 to 100 DPUs; the default is 10. A DPU is a relative measure of processing power that consists of 4 vCPUs of compute capacity and 16 GB of memory. For more information, see the Glue pricing page.
When the WorkerType
field is set to a value other than Standard
, the MaxCapacity
field is set automatically and becomes read-only.
sourcepub fn worker_type(self, input: WorkerType) -> Self
pub fn worker_type(self, input: WorkerType) -> Self
The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.
-
For the
Standard
worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker. -
For the
G.1X
worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker. -
For the
G.2X
worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.
sourcepub fn set_worker_type(self, input: Option<WorkerType>) -> Self
pub fn set_worker_type(self, input: Option<WorkerType>) -> Self
The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.
-
For the
Standard
worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker. -
For the
G.1X
worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker. -
For the
G.2X
worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.
sourcepub fn get_worker_type(&self) -> &Option<WorkerType>
pub fn get_worker_type(&self) -> &Option<WorkerType>
The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.
-
For the
Standard
worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker. -
For the
G.1X
worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker. -
For the
G.2X
worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.
sourcepub fn number_of_workers(self, input: i32) -> Self
pub fn number_of_workers(self, input: i32) -> Self
The number of workers of a defined workerType
that are allocated when this task runs.
sourcepub fn set_number_of_workers(self, input: Option<i32>) -> Self
pub fn set_number_of_workers(self, input: Option<i32>) -> Self
The number of workers of a defined workerType
that are allocated when this task runs.
sourcepub fn get_number_of_workers(&self) -> &Option<i32>
pub fn get_number_of_workers(&self) -> &Option<i32>
The number of workers of a defined workerType
that are allocated when this task runs.
sourcepub fn timeout(self, input: i32) -> Self
pub fn timeout(self, input: i32) -> Self
The timeout for a task run for this transform in minutes. This is the maximum time that a task run for this transform can consume resources before it is terminated and enters TIMEOUT
status. The default is 2,880 minutes (48 hours).
sourcepub fn set_timeout(self, input: Option<i32>) -> Self
pub fn set_timeout(self, input: Option<i32>) -> Self
The timeout for a task run for this transform in minutes. This is the maximum time that a task run for this transform can consume resources before it is terminated and enters TIMEOUT
status. The default is 2,880 minutes (48 hours).
sourcepub fn get_timeout(&self) -> &Option<i32>
pub fn get_timeout(&self) -> &Option<i32>
The timeout for a task run for this transform in minutes. This is the maximum time that a task run for this transform can consume resources before it is terminated and enters TIMEOUT
status. The default is 2,880 minutes (48 hours).
sourcepub fn max_retries(self, input: i32) -> Self
pub fn max_retries(self, input: i32) -> Self
The maximum number of times to retry a task for this transform after a task run fails.
sourcepub fn set_max_retries(self, input: Option<i32>) -> Self
pub fn set_max_retries(self, input: Option<i32>) -> Self
The maximum number of times to retry a task for this transform after a task run fails.
sourcepub fn get_max_retries(&self) -> &Option<i32>
pub fn get_max_retries(&self) -> &Option<i32>
The maximum number of times to retry a task for this transform after a task run fails.
Trait Implementations§
source§impl Clone for UpdateMLTransformFluentBuilder
impl Clone for UpdateMLTransformFluentBuilder
source§fn clone(&self) -> UpdateMLTransformFluentBuilder
fn clone(&self) -> UpdateMLTransformFluentBuilder
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 UpdateMLTransformFluentBuilder
impl !RefUnwindSafe for UpdateMLTransformFluentBuilder
impl Send for UpdateMLTransformFluentBuilder
impl Sync for UpdateMLTransformFluentBuilder
impl Unpin for UpdateMLTransformFluentBuilder
impl !UnwindSafe for UpdateMLTransformFluentBuilder
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