Struct google_ml1::api::GoogleCloudMlV1__AutoScaling

pub struct GoogleCloudMlV1__AutoScaling {
    pub max_nodes: Option<i32>,
    pub metrics: Option<Vec<GoogleCloudMlV1__MetricSpec>>,
    pub min_nodes: Option<i32>,
}

Options for automatically scaling a model.

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

Fields

max_nodes: Option<i32>

The maximum number of nodes to scale this model under load. The actual value will depend on resource quota and availability.

metrics: Option<Vec<GoogleCloudMlV1__MetricSpec>>

MetricSpec contains the specifications to use to calculate the desired nodes count.

min_nodes: Option<i32>

Optional. The minimum number of nodes to allocate for this model. These nodes are always up, starting from the time the model is deployed. Therefore, the cost of operating this model will be at least rate * min_nodes * number of hours since last billing cycle, where rate is the cost per node-hour as documented in the pricing guide, even if no predictions are performed. There is additional cost for each prediction performed. Unlike manual scaling, if the load gets too heavy for the nodes that are up, the service will automatically add nodes to handle the increased load as well as scale back as traffic drops, always maintaining at least min_nodes. You will be charged for the time in which additional nodes are used. If min_nodes is not specified and AutoScaling is used with a legacy (MLS1) machine type, min_nodes defaults to 0, in which case, when traffic to a model stops (and after a cool-down period), nodes will be shut down and no charges will be incurred until traffic to the model resumes. If min_nodes is not specified and AutoScaling is used with a Compute Engine (N1) machine type, min_nodes defaults to 1. min_nodes must be at least 1 for use with a Compute Engine machine type. You can set min_nodes when creating the model version, and you can also update min_nodes for an existing version: update_body.json: { ‘autoScaling’: { ‘minNodes’: 5 } } HTTP request: PATCH https://ml.googleapis.com/v1/{name=projects//models//versions/*}?update_mask=autoScaling.minNodes -d @./update_body.json

Trait Implementations

impl Clone for GoogleCloudMlV1__AutoScaling

fn clone(&self) -> GoogleCloudMlV1__AutoScaling

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for GoogleCloudMlV1__AutoScaling

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

Formats the value using the given formatter.

impl Default for GoogleCloudMlV1__AutoScaling

fn default() -> GoogleCloudMlV1__AutoScaling

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudMlV1__AutoScaling

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
    __D: Deserializer<'de>, 

Deserialize this value from the given Serde deserializer.

impl Part for GoogleCloudMlV1__AutoScaling

impl Serialize for GoogleCloudMlV1__AutoScaling

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

Serialize this value into the given Serde serializer.