Struct AutomaticResources 

#[non_exhaustive]
pub struct AutomaticResources {
    pub min_replica_count: i32,
    pub max_replica_count: i32,
    /* private fields */
}

Available on crate features deployment-resource-pool-service or endpoint-service or feature-online-store-admin-service or index-endpoint-service or model-garden-service only.

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.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

min_replica_count: 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.

max_replica_count: 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.

Implementations

impl AutomaticResources

pub fn new() -> Self

pub fn set_min_replica_count<T: Into<i32>>(self, v: T) -> Self

Sets the value of min_replica_count.

pub fn set_max_replica_count<T: Into<i32>>(self, v: T) -> Self

Sets the value of max_replica_count.

Trait Implementations

impl Clone for AutomaticResources

fn clone(&self) -> AutomaticResources

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AutomaticResources

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

Formats the value using the given formatter.

impl Default for AutomaticResources

fn default() -> AutomaticResources

Returns the “default value” for a type.

impl Message for AutomaticResources

fn typename() -> &'static str

The typename of this message.

impl PartialEq for AutomaticResources

fn eq(&self, other: &AutomaticResources) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for AutomaticResources