pub struct CreateModelFluentBuilder { /* private fields */ }
Expand description
Fluent builder constructing a request to CreateModel
.
Creates a new version of a model within an an Amazon Lookout for Vision project. CreateModel
is an asynchronous operation in which Amazon Lookout for Vision trains, tests, and evaluates a new version of a model.
To get the current status, check the Status
field returned in the response from DescribeModel
.
If the project has a single dataset, Amazon Lookout for Vision internally splits the dataset to create a training and a test dataset. If the project has a training and a test dataset, Lookout for Vision uses the respective datasets to train and test the model.
After training completes, the evaluation metrics are stored at the location specified in OutputConfig
.
This operation requires permissions to perform the lookoutvision:CreateModel
operation. If you want to tag your model, you also require permission to the lookoutvision:TagResource
operation.
Implementations§
Source§impl CreateModelFluentBuilder
impl CreateModelFluentBuilder
Sourcepub fn as_input(&self) -> &CreateModelInputBuilder
pub fn as_input(&self) -> &CreateModelInputBuilder
Access the CreateModel as a reference.
Sourcepub async fn send(
self,
) -> Result<CreateModelOutput, SdkError<CreateModelError, HttpResponse>>
pub async fn send( self, ) -> Result<CreateModelOutput, SdkError<CreateModelError, 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<CreateModelOutput, CreateModelError, Self>
pub fn customize( self, ) -> CustomizableOperation<CreateModelOutput, CreateModelError, Self>
Consumes this builder, creating a customizable operation that can be modified before being sent.
Sourcepub fn project_name(self, input: impl Into<String>) -> Self
pub fn project_name(self, input: impl Into<String>) -> Self
The name of the project in which you want to create a model version.
Sourcepub fn set_project_name(self, input: Option<String>) -> Self
pub fn set_project_name(self, input: Option<String>) -> Self
The name of the project in which you want to create a model version.
Sourcepub fn get_project_name(&self) -> &Option<String>
pub fn get_project_name(&self) -> &Option<String>
The name of the project in which you want to create a model version.
Sourcepub fn description(self, input: impl Into<String>) -> Self
pub fn description(self, input: impl Into<String>) -> Self
A description for the version of the model.
Sourcepub fn set_description(self, input: Option<String>) -> Self
pub fn set_description(self, input: Option<String>) -> Self
A description for the version of the model.
Sourcepub fn get_description(&self) -> &Option<String>
pub fn get_description(&self) -> &Option<String>
A description for the version of the model.
Sourcepub fn client_token(self, input: impl Into<String>) -> Self
pub fn client_token(self, input: impl Into<String>) -> Self
ClientToken is an idempotency token that ensures a call to CreateModel
completes only once. You choose the value to pass. For example, An issue might prevent you from getting a response from CreateModel
. In this case, safely retry your call to CreateModel
by using the same ClientToken
parameter value.
If you don't supply a value for ClientToken
, the AWS SDK you are using inserts a value for you. This prevents retries after a network error from starting multiple training jobs. You'll need to provide your own value for other use cases.
An error occurs if the other input parameters are not the same as in the first request. Using a different value for ClientToken
is considered a new call to CreateModel
. An idempotency token is active for 8 hours.
Sourcepub fn set_client_token(self, input: Option<String>) -> Self
pub fn set_client_token(self, input: Option<String>) -> Self
ClientToken is an idempotency token that ensures a call to CreateModel
completes only once. You choose the value to pass. For example, An issue might prevent you from getting a response from CreateModel
. In this case, safely retry your call to CreateModel
by using the same ClientToken
parameter value.
If you don't supply a value for ClientToken
, the AWS SDK you are using inserts a value for you. This prevents retries after a network error from starting multiple training jobs. You'll need to provide your own value for other use cases.
An error occurs if the other input parameters are not the same as in the first request. Using a different value for ClientToken
is considered a new call to CreateModel
. An idempotency token is active for 8 hours.
Sourcepub fn get_client_token(&self) -> &Option<String>
pub fn get_client_token(&self) -> &Option<String>
ClientToken is an idempotency token that ensures a call to CreateModel
completes only once. You choose the value to pass. For example, An issue might prevent you from getting a response from CreateModel
. In this case, safely retry your call to CreateModel
by using the same ClientToken
parameter value.
If you don't supply a value for ClientToken
, the AWS SDK you are using inserts a value for you. This prevents retries after a network error from starting multiple training jobs. You'll need to provide your own value for other use cases.
An error occurs if the other input parameters are not the same as in the first request. Using a different value for ClientToken
is considered a new call to CreateModel
. An idempotency token is active for 8 hours.
Sourcepub fn output_config(self, input: OutputConfig) -> Self
pub fn output_config(self, input: OutputConfig) -> Self
The location where Amazon Lookout for Vision saves the training results.
Sourcepub fn set_output_config(self, input: Option<OutputConfig>) -> Self
pub fn set_output_config(self, input: Option<OutputConfig>) -> Self
The location where Amazon Lookout for Vision saves the training results.
Sourcepub fn get_output_config(&self) -> &Option<OutputConfig>
pub fn get_output_config(&self) -> &Option<OutputConfig>
The location where Amazon Lookout for Vision saves the training results.
Sourcepub fn kms_key_id(self, input: impl Into<String>) -> Self
pub fn kms_key_id(self, input: impl Into<String>) -> Self
The identifier for your AWS KMS key. The key is used to encrypt training and test images copied into the service for model training. Your source images are unaffected. If this parameter is not specified, the copied images are encrypted by a key that AWS owns and manages.
Sourcepub fn set_kms_key_id(self, input: Option<String>) -> Self
pub fn set_kms_key_id(self, input: Option<String>) -> Self
The identifier for your AWS KMS key. The key is used to encrypt training and test images copied into the service for model training. Your source images are unaffected. If this parameter is not specified, the copied images are encrypted by a key that AWS owns and manages.
Sourcepub fn get_kms_key_id(&self) -> &Option<String>
pub fn get_kms_key_id(&self) -> &Option<String>
The identifier for your AWS KMS key. The key is used to encrypt training and test images copied into the service for model training. Your source images are unaffected. If this parameter is not specified, the copied images are encrypted by a key that AWS owns and manages.
Appends an item to Tags
.
To override the contents of this collection use set_tags
.
A set of tags (key-value pairs) that you want to attach to the model.
A set of tags (key-value pairs) that you want to attach to the model.
A set of tags (key-value pairs) that you want to attach to the model.
Trait Implementations§
Source§impl Clone for CreateModelFluentBuilder
impl Clone for CreateModelFluentBuilder
Source§fn clone(&self) -> CreateModelFluentBuilder
fn clone(&self) -> CreateModelFluentBuilder
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 CreateModelFluentBuilder
impl !RefUnwindSafe for CreateModelFluentBuilder
impl Send for CreateModelFluentBuilder
impl Sync for CreateModelFluentBuilder
impl Unpin for CreateModelFluentBuilder
impl !UnwindSafe for CreateModelFluentBuilder
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