Class: Google::Apis::MlV1::GoogleCloudMlV1AutoScaling
- Inherits:
-
Object
- Object
- Google::Apis::MlV1::GoogleCloudMlV1AutoScaling
- Includes:
- Core::Hashable, Core::JsonObjectSupport
- Defined in:
- generated/google/apis/ml_v1/classes.rb,
generated/google/apis/ml_v1/representations.rb,
generated/google/apis/ml_v1/representations.rb
Overview
Options for automatically scaling a model.
Instance Attribute Summary collapse
-
#min_nodes ⇒ Fixnum
Optional.
Instance Method Summary collapse
-
#initialize(**args) ⇒ GoogleCloudMlV1AutoScaling
constructor
A new instance of GoogleCloudMlV1AutoScaling.
-
#update!(**args) ⇒ Object
Update properties of this object.
Methods included from Core::JsonObjectSupport
Methods included from Core::Hashable
Constructor Details
#initialize(**args) ⇒ GoogleCloudMlV1AutoScaling
Returns a new instance of GoogleCloudMlV1AutoScaling
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# File 'generated/google/apis/ml_v1/classes.rb', line 134 def initialize(**args) update!(**args) end |
Instance Attribute Details
#min_nodes ⇒ Fixnum
Optional. The minimum number of nodes to allocate for this model. These
nodes are always up, starting from the time the model is deployed, so 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
pricing,
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.
Corresponds to the JSON property minNodes
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# File 'generated/google/apis/ml_v1/classes.rb', line 132 def min_nodes @min_nodes end |
Instance Method Details
#update!(**args) ⇒ Object
Update properties of this object
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# File 'generated/google/apis/ml_v1/classes.rb', line 139 def update!(**args) @min_nodes = args[:min_nodes] if args.key?(:min_nodes) end |