Create Feature Group
sagemaker_create_feature_group | R Documentation |
Create a new FeatureGroup¶
Description¶
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
.
Usage¶
sagemaker_create_feature_group(FeatureGroupName,
RecordIdentifierFeatureName, EventTimeFeatureName, FeatureDefinitions,
OnlineStoreConfig, OfflineStoreConfig, ThroughputConfig, RoleArn,
Description, Tags)
Arguments¶
FeatureGroupName |
[required] The name of the The name:
|
RecordIdentifierFeatureName |
[required] The name of the You use the This name:
|
EventTimeFeatureName |
[required] The name of the feature that stores the
An An
|
FeatureDefinitions |
[required] A list of Valid feature
You can create up to 2,500 |
OnlineStoreConfig |
You can turn the You can also include an Amazon Web Services KMS key ID
( The default value is |
OfflineStoreConfig |
Use this to configure an
To learn more about this parameter, see OfflineStoreConfig. |
ThroughputConfig |
|
RoleArn |
The Amazon Resource Name (ARN) of the IAM execution role used to
persist data into the |
Description |
A free-form description of a |
Tags |
Tags used to identify |
Value¶
A list with the following syntax:
list(
FeatureGroupArn = "string"
)
Request syntax¶
svc$create_feature_group(
FeatureGroupName = "string",
RecordIdentifierFeatureName = "string",
EventTimeFeatureName = "string",
FeatureDefinitions = list(
list(
FeatureName = "string",
FeatureType = "Integral"|"Fractional"|"String",
CollectionType = "List"|"Set"|"Vector",
CollectionConfig = list(
VectorConfig = list(
Dimension = 123
)
)
)
),
OnlineStoreConfig = list(
SecurityConfig = list(
KmsKeyId = "string"
),
EnableOnlineStore = TRUE|FALSE,
TtlDuration = list(
Unit = "Seconds"|"Minutes"|"Hours"|"Days"|"Weeks",
Value = 123
),
StorageType = "Standard"|"InMemory"
),
OfflineStoreConfig = list(
S3StorageConfig = list(
S3Uri = "string",
KmsKeyId = "string",
ResolvedOutputS3Uri = "string"
),
DisableGlueTableCreation = TRUE|FALSE,
DataCatalogConfig = list(
TableName = "string",
Catalog = "string",
Database = "string"
),
TableFormat = "Default"|"Glue"|"Iceberg"
),
ThroughputConfig = list(
ThroughputMode = "OnDemand"|"Provisioned",
ProvisionedReadCapacityUnits = 123,
ProvisionedWriteCapacityUnits = 123
),
RoleArn = "string",
Description = "string",
Tags = list(
list(
Key = "string",
Value = "string"
)
)
)