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Create a new FeatureGroup
. A FeatureGroup
is a group of Features
defined in the FeatureStore
to describe a Record
.
The FeatureGroup
defines the schema and features contained in the FeatureGroup
.
A FeatureGroup
definition is composed of a list of Features
, a RecordIdentifierFeatureName
,
an EventTimeFeatureName
and configurations for its OnlineStore
and OfflineStore
.
Check Amazon
Web Services service quotas to see the FeatureGroup
s quota for your Amazon
Web Services account.
Note that it can take approximately 10-15 minutes to provision an OnlineStore
FeatureGroup
with the InMemory
StorageType
.
You must include at least one of OnlineStoreConfig
and OfflineStoreConfig
to create a FeatureGroup
.
For .NET Core this operation is only available in asynchronous form. Please refer to CreateFeatureGroupAsync.
Namespace: Amazon.SageMaker
Assembly: AWSSDK.SageMaker.dll
Version: 3.x.y.z
public virtual CreateFeatureGroupResponse CreateFeatureGroup( CreateFeatureGroupRequest request )
Container for the necessary parameters to execute the CreateFeatureGroup service method.
Exception | Condition |
---|---|
ResourceInUseException | Resource being accessed is in use. |
ResourceLimitExceededException | You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created. |
.NET Framework:
Supported in: 4.5 and newer, 3.5