Struct rusoto_sagemaker::ContainerDefinition
source · [−]pub struct ContainerDefinition {
pub container_hostname: Option<String>,
pub environment: Option<HashMap<String, String>>,
pub image: Option<String>,
pub image_config: Option<ImageConfig>,
pub mode: Option<String>,
pub model_data_url: Option<String>,
pub model_package_name: Option<String>,
pub multi_model_config: Option<MultiModelConfig>,
}
Expand description
Describes the container, as part of model definition.
Fields
container_hostname: Option<String>
This parameter is ignored for models that contain only a PrimaryContainer
.
When a ContainerDefinition
is part of an inference pipeline, the value of the parameter uniquely identifies the container for the purposes of logging and metrics. For information, see Use Logs and Metrics to Monitor an Inference Pipeline. If you don't specify a value for this parameter for a ContainerDefinition
that is part of an inference pipeline, a unique name is automatically assigned based on the position of the ContainerDefinition
in the pipeline. If you specify a value for the ContainerHostName
for any ContainerDefinition
that is part of an inference pipeline, you must specify a value for the ContainerHostName
parameter of every ContainerDefinition
in that pipeline.
environment: Option<HashMap<String, String>>
The environment variables to set in the Docker container. Each key and value in the Environment
string to string map can have length of up to 1024. We support up to 16 entries in the map.
image: Option<String>
The path where inference code is stored. This can be either in Amazon EC2 Container Registry or in a Docker registry that is accessible from the same VPC that you configure for your endpoint. If you are using your own custom algorithm instead of an algorithm provided by Amazon SageMaker, the inference code must meet Amazon SageMaker requirements. Amazon SageMaker supports both registry/repository[:tag]
and registry/repository[@digest]
image path formats. For more information, see Using Your Own Algorithms with Amazon SageMaker
image_config: Option<ImageConfig>
Specifies whether the model container is in Amazon ECR or a private Docker registry accessible from your Amazon Virtual Private Cloud (VPC). For information about storing containers in a private Docker registry, see Use a Private Docker Registry for Real-Time Inference Containers
mode: Option<String>
Whether the container hosts a single model or multiple models.
model_data_url: Option<String>
The S3 path where the model artifacts, which result from model training, are stored. This path must point to a single gzip compressed tar archive (.tar.gz suffix). The S3 path is required for Amazon SageMaker built-in algorithms, but not if you use your own algorithms. For more information on built-in algorithms, see Common Parameters.
The model artifacts must be in an S3 bucket that is in the same region as the model or endpoint you are creating.
If you provide a value for this parameter, Amazon SageMaker uses AWS Security Token Service to download model artifacts from the S3 path you provide. AWS STS is activated in your IAM user account by default. If you previously deactivated AWS STS for a region, you need to reactivate AWS STS for that region. For more information, see Activating and Deactivating AWS STS in an AWS Region in the AWS Identity and Access Management User Guide.
If you use a built-in algorithm to create a model, Amazon SageMaker requires that you provide a S3 path to the model artifacts in ModelDataUrl
.
model_package_name: Option<String>
The name or Amazon Resource Name (ARN) of the model package to use to create the model.
multi_model_config: Option<MultiModelConfig>
Specifies additional configuration for multi-model endpoints.
Trait Implementations
sourceimpl Clone for ContainerDefinition
impl Clone for ContainerDefinition
sourcefn clone(&self) -> ContainerDefinition
fn clone(&self) -> ContainerDefinition
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 ContainerDefinition
impl Debug for ContainerDefinition
sourceimpl Default for ContainerDefinition
impl Default for ContainerDefinition
sourcefn default() -> ContainerDefinition
fn default() -> ContainerDefinition
Returns the “default value” for a type. Read more
sourceimpl<'de> Deserialize<'de> for ContainerDefinition
impl<'de> Deserialize<'de> for ContainerDefinition
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<ContainerDefinition> for ContainerDefinition
impl PartialEq<ContainerDefinition> for ContainerDefinition
sourcefn eq(&self, other: &ContainerDefinition) -> bool
fn eq(&self, other: &ContainerDefinition) -> bool
This method tests for self
and other
values to be equal, and is used
by ==
. Read more
sourcefn ne(&self, other: &ContainerDefinition) -> bool
fn ne(&self, other: &ContainerDefinition) -> bool
This method tests for !=
.
sourceimpl Serialize for ContainerDefinition
impl Serialize for ContainerDefinition
impl StructuralPartialEq for ContainerDefinition
Auto Trait Implementations
impl RefUnwindSafe for ContainerDefinition
impl Send for ContainerDefinition
impl Sync for ContainerDefinition
impl Unpin for ContainerDefinition
impl UnwindSafe for ContainerDefinition
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