Struct GoogleCloudAiplatformV1AutomaticResources

pub struct GoogleCloudAiplatformV1AutomaticResources {
    pub max_replica_count: Option<i32>,
    pub min_replica_count: Option<i32>,
}

A description of resources that to large degree are decided by Vertex AI, and require only a modest additional configuration. Each Model supporting these resources documents its specific guidelines.

This type is not used in any activity, and only used as part of another schema.

Fields

max_replica_count: Option<i32>

Immutable. The maximum number of replicas this DeployedModel may be deployed on when the traffic against it increases. If the requested value is too large, the deployment will error, but if deployment succeeds then the ability to scale the model to that many replicas is guaranteed (barring service outages). If traffic against the DeployedModel increases beyond what its replicas at maximum may handle, a portion of the traffic will be dropped. If this value is not provided, a no upper bound for scaling under heavy traffic will be assume, though Vertex AI may be unable to scale beyond certain replica number.

min_replica_count: Option<i32>

Immutable. The minimum number of replicas this DeployedModel will be always deployed on. If traffic against it increases, it may dynamically be deployed onto more replicas up to max_replica_count, and as traffic decreases, some of these extra replicas may be freed. If the requested value is too large, the deployment will error.

Trait Implementations

impl Clone for GoogleCloudAiplatformV1AutomaticResources

fn clone(&self) -> GoogleCloudAiplatformV1AutomaticResources

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for GoogleCloudAiplatformV1AutomaticResources

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for GoogleCloudAiplatformV1AutomaticResources

fn default() -> GoogleCloudAiplatformV1AutomaticResources

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudAiplatformV1AutomaticResources

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudAiplatformV1AutomaticResources

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Part for GoogleCloudAiplatformV1AutomaticResources