AWS::SageMaker::FeatureGroup ThroughputConfig
Used to set feature group throughput configuration. There are two modes:
ON_DEMAND
and PROVISIONED
. With on-demand mode, you are
charged for data reads and writes that your application performs on your feature group. You
do not need to specify read and write throughput because Feature Store accommodates your
workloads as they ramp up and down. You can switch a feature group to on-demand only once
in a 24 hour period. With provisioned throughput mode, you specify the read and write
capacity per second that you expect your application to require, and you are billed based
on those limits. Exceeding provisioned throughput will result in your requests being
throttled.
Note: PROVISIONED
throughput mode is supported only for feature groups that
are offline-only, or use the Standard
tier online store.
Syntax
To declare this entity in your Amazon CloudFormation template, use the following syntax:
JSON
{ "ProvisionedReadCapacityUnits" :
Integer
, "ProvisionedWriteCapacityUnits" :Integer
, "ThroughputMode" :String
}
YAML
ProvisionedReadCapacityUnits:
Integer
ProvisionedWriteCapacityUnits:Integer
ThroughputMode:String
Properties
ProvisionedReadCapacityUnits
-
For provisioned feature groups with online store enabled, this indicates the read throughput you are billed for and can consume without throttling.
This field is not applicable for on-demand feature groups.
Required: No
Type: Integer
Minimum:
0
Maximum:
10000000
Update requires: No interruption
ProvisionedWriteCapacityUnits
-
For provisioned feature groups, this indicates the write throughput you are billed for and can consume without throttling.
This field is not applicable for on-demand feature groups.
Required: No
Type: Integer
Minimum:
0
Maximum:
10000000
Update requires: No interruption
ThroughputMode
-
The mode used for your feature group throughput:
ON_DEMAND
orPROVISIONED
.Required: Yes
Type: String
Allowed values:
OnDemand | Provisioned
Update requires: No interruption