Struct google_ml1::GoogleCloudMlV1__AutoScaling [−][src]
Options for automatically scaling a model.
This type is not used in any activity, and only used as part of another schema.
Fields
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 not specified, 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.
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 Default for GoogleCloudMlV1__AutoScaling
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impl Default for GoogleCloudMlV1__AutoScaling
fn default() -> GoogleCloudMlV1__AutoScaling
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fn default() -> GoogleCloudMlV1__AutoScaling
Returns the "default value" for a type. Read more
impl Clone for GoogleCloudMlV1__AutoScaling
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impl Clone for GoogleCloudMlV1__AutoScaling
fn clone(&self) -> GoogleCloudMlV1__AutoScaling
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fn clone(&self) -> GoogleCloudMlV1__AutoScaling
Returns a copy of the value. Read more
fn clone_from(&mut self, source: &Self)
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fn clone_from(&mut self, source: &Self)
Performs copy-assignment from source
. Read more
impl Debug for GoogleCloudMlV1__AutoScaling
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impl Debug for GoogleCloudMlV1__AutoScaling
fn fmt(&self, f: &mut Formatter) -> Result
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fn fmt(&self, f: &mut Formatter) -> Result
Formats the value using the given formatter. Read more
impl Part for GoogleCloudMlV1__AutoScaling
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impl Part for GoogleCloudMlV1__AutoScaling
Auto Trait Implementations
impl Send for GoogleCloudMlV1__AutoScaling
impl Send for GoogleCloudMlV1__AutoScaling
impl Sync for GoogleCloudMlV1__AutoScaling
impl Sync for GoogleCloudMlV1__AutoScaling