Struct rusoto_personalize::SolutionVersion
source · [−]pub struct SolutionVersion {Show 15 fields
pub creation_date_time: Option<f64>,
pub dataset_group_arn: Option<String>,
pub event_type: Option<String>,
pub failure_reason: Option<String>,
pub last_updated_date_time: Option<f64>,
pub perform_auto_ml: Option<bool>,
pub perform_hpo: Option<bool>,
pub recipe_arn: Option<String>,
pub solution_arn: Option<String>,
pub solution_config: Option<SolutionConfig>,
pub solution_version_arn: Option<String>,
pub status: Option<String>,
pub training_hours: Option<f64>,
pub training_mode: Option<String>,
pub tuned_hpo_params: Option<TunedHPOParams>,
}
Expand description
An object that provides information about a specific version of a Solution.
Fields
creation_date_time: Option<f64>
The date and time (in Unix time) that this version of the solution was created.
dataset_group_arn: Option<String>
The Amazon Resource Name (ARN) of the dataset group providing the training data.
event_type: Option<String>
The event type (for example, 'click' or 'like') that is used for training the model.
failure_reason: Option<String>
If training a solution version fails, the reason for the failure.
last_updated_date_time: Option<f64>
The date and time (in Unix time) that the solution was last updated.
perform_auto_ml: Option<bool>
When true, Amazon Personalize searches for the most optimal recipe according to the solution configuration. When false (the default), Amazon Personalize uses recipeArn
.
perform_hpo: Option<bool>
Whether to perform hyperparameter optimization (HPO) on the chosen recipe. The default is false
.
recipe_arn: Option<String>
The ARN of the recipe used in the solution.
solution_arn: Option<String>
The ARN of the solution.
solution_config: Option<SolutionConfig>
Describes the configuration properties for the solution.
solution_version_arn: Option<String>
The ARN of the solution version.
status: Option<String>
The status of the solution version.
A solution version can be in one of the following states:
-
CREATE PENDING
-
CREATE IN_PROGRESS
-
ACTIVE
-
CREATE FAILED
-
CREATE STOPPING
-
CREATE STOPPED
training_hours: Option<f64>
The time used to train the model. You are billed for the time it takes to train a model. This field is visible only after Amazon Personalize successfully trains a model.
training_mode: Option<String>
The scope of training to be performed when creating the solution version. The FULL
option trains the solution version based on the entirety of the input solution's training data, while the UPDATE
option processes only the data that has changed in comparison to the input solution. Choose UPDATE
when you want to incrementally update your solution version instead of creating an entirely new one.
The UPDATE
option can only be used when you already have an active solution version created from the input solution using the FULL
option and the input solution was trained with the User-Personalization recipe or the HRNN-Coldstart recipe.
tuned_hpo_params: Option<TunedHPOParams>
If hyperparameter optimization was performed, contains the hyperparameter values of the best performing model.
Trait Implementations
sourceimpl Clone for SolutionVersion
impl Clone for SolutionVersion
sourcefn clone(&self) -> SolutionVersion
fn clone(&self) -> SolutionVersion
Returns a copy of the value. Read more
1.0.0 · sourcefn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from source
. Read more
sourceimpl Debug for SolutionVersion
impl Debug for SolutionVersion
sourceimpl Default for SolutionVersion
impl Default for SolutionVersion
sourcefn default() -> SolutionVersion
fn default() -> SolutionVersion
Returns the “default value” for a type. Read more
sourceimpl<'de> Deserialize<'de> for SolutionVersion
impl<'de> Deserialize<'de> for SolutionVersion
sourcefn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
__D: Deserializer<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
sourceimpl PartialEq<SolutionVersion> for SolutionVersion
impl PartialEq<SolutionVersion> for SolutionVersion
sourcefn eq(&self, other: &SolutionVersion) -> bool
fn eq(&self, other: &SolutionVersion) -> bool
This method tests for self
and other
values to be equal, and is used
by ==
. Read more
sourcefn ne(&self, other: &SolutionVersion) -> bool
fn ne(&self, other: &SolutionVersion) -> bool
This method tests for !=
.
impl StructuralPartialEq for SolutionVersion
Auto Trait Implementations
impl RefUnwindSafe for SolutionVersion
impl Send for SolutionVersion
impl Sync for SolutionVersion
impl Unpin for SolutionVersion
impl UnwindSafe for SolutionVersion
Blanket Implementations
sourceimpl<T> BorrowMut<T> for T where
T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
const: unstable · sourcefn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
sourceimpl<T> Instrument for T
impl<T> Instrument for T
sourcefn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
sourcefn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
sourceimpl<T> ToOwned for T where
T: Clone,
impl<T> ToOwned for T where
T: Clone,
type Owned = T
type Owned = T
The resulting type after obtaining ownership.
sourcefn clone_into(&self, target: &mut T)
fn clone_into(&self, target: &mut T)
toowned_clone_into
)Uses borrowed data to replace owned data, usually by cloning. Read more
sourceimpl<T> WithSubscriber for T
impl<T> WithSubscriber for T
sourcefn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self> where
S: Into<Dispatch>,
fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self> where
S: Into<Dispatch>,
Attaches the provided Subscriber
to this type, returning a
WithDispatch
wrapper. Read more
sourcefn with_current_subscriber(self) -> WithDispatch<Self>
fn with_current_subscriber(self) -> WithDispatch<Self>
Attaches the current default Subscriber
to this type, returning a
WithDispatch
wrapper. Read more