com.pulumi.aws.sagemaker.FeatureGroupArgs Maven / Gradle / Ivy
// *** WARNING: this file was generated by pulumi-java-gen. ***
// *** Do not edit by hand unless you're certain you know what you are doing! ***
package com.pulumi.aws.sagemaker;
import com.pulumi.aws.sagemaker.inputs.FeatureGroupFeatureDefinitionArgs;
import com.pulumi.aws.sagemaker.inputs.FeatureGroupOfflineStoreConfigArgs;
import com.pulumi.aws.sagemaker.inputs.FeatureGroupOnlineStoreConfigArgs;
import com.pulumi.core.Output;
import com.pulumi.core.annotations.Import;
import com.pulumi.exceptions.MissingRequiredPropertyException;
import java.lang.String;
import java.util.List;
import java.util.Map;
import java.util.Objects;
import java.util.Optional;
import javax.annotation.Nullable;
public final class FeatureGroupArgs extends com.pulumi.resources.ResourceArgs {
public static final FeatureGroupArgs Empty = new FeatureGroupArgs();
/**
* A free-form description of a Feature Group.
*
*/
@Import(name="description")
private @Nullable Output description;
/**
* @return A free-form description of a Feature Group.
*
*/
public Optional> description() {
return Optional.ofNullable(this.description);
}
/**
* The name of the feature that stores the EventTime of a Record in a Feature Group.
*
*/
@Import(name="eventTimeFeatureName", required=true)
private Output eventTimeFeatureName;
/**
* @return The name of the feature that stores the EventTime of a Record in a Feature Group.
*
*/
public Output eventTimeFeatureName() {
return this.eventTimeFeatureName;
}
/**
* A list of Feature names and types. See Feature Definition Below.
*
*/
@Import(name="featureDefinitions", required=true)
private Output> featureDefinitions;
/**
* @return A list of Feature names and types. See Feature Definition Below.
*
*/
public Output> featureDefinitions() {
return this.featureDefinitions;
}
/**
* The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
*
*/
@Import(name="featureGroupName", required=true)
private Output featureGroupName;
/**
* @return The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
*
*/
public Output featureGroupName() {
return this.featureGroupName;
}
/**
* The Offline Feature Store Configuration. See Offline Store Config Below.
*
*/
@Import(name="offlineStoreConfig")
private @Nullable Output offlineStoreConfig;
/**
* @return The Offline Feature Store Configuration. See Offline Store Config Below.
*
*/
public Optional> offlineStoreConfig() {
return Optional.ofNullable(this.offlineStoreConfig);
}
/**
* The Online Feature Store Configuration. See Online Store Config Below.
*
*/
@Import(name="onlineStoreConfig")
private @Nullable Output onlineStoreConfig;
/**
* @return The Online Feature Store Configuration. See Online Store Config Below.
*
*/
public Optional> onlineStoreConfig() {
return Optional.ofNullable(this.onlineStoreConfig);
}
/**
* The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.
*
*/
@Import(name="recordIdentifierFeatureName", required=true)
private Output recordIdentifierFeatureName;
/**
* @return The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.
*
*/
public Output recordIdentifierFeatureName() {
return this.recordIdentifierFeatureName;
}
/**
* The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an `offline_store_config` is provided.
*
*/
@Import(name="roleArn", required=true)
private Output roleArn;
/**
* @return The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an `offline_store_config` is provided.
*
*/
public Output roleArn() {
return this.roleArn;
}
/**
* Map of resource tags for the resource. .If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level.
*
*/
@Import(name="tags")
private @Nullable Output> tags;
/**
* @return Map of resource tags for the resource. .If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level.
*
*/
public Optional>> tags() {
return Optional.ofNullable(this.tags);
}
private FeatureGroupArgs() {}
private FeatureGroupArgs(FeatureGroupArgs $) {
this.description = $.description;
this.eventTimeFeatureName = $.eventTimeFeatureName;
this.featureDefinitions = $.featureDefinitions;
this.featureGroupName = $.featureGroupName;
this.offlineStoreConfig = $.offlineStoreConfig;
this.onlineStoreConfig = $.onlineStoreConfig;
this.recordIdentifierFeatureName = $.recordIdentifierFeatureName;
this.roleArn = $.roleArn;
this.tags = $.tags;
}
public static Builder builder() {
return new Builder();
}
public static Builder builder(FeatureGroupArgs defaults) {
return new Builder(defaults);
}
public static final class Builder {
private FeatureGroupArgs $;
public Builder() {
$ = new FeatureGroupArgs();
}
public Builder(FeatureGroupArgs defaults) {
$ = new FeatureGroupArgs(Objects.requireNonNull(defaults));
}
/**
* @param description A free-form description of a Feature Group.
*
* @return builder
*
*/
public Builder description(@Nullable Output description) {
$.description = description;
return this;
}
/**
* @param description A free-form description of a Feature Group.
*
* @return builder
*
*/
public Builder description(String description) {
return description(Output.of(description));
}
/**
* @param eventTimeFeatureName The name of the feature that stores the EventTime of a Record in a Feature Group.
*
* @return builder
*
*/
public Builder eventTimeFeatureName(Output eventTimeFeatureName) {
$.eventTimeFeatureName = eventTimeFeatureName;
return this;
}
/**
* @param eventTimeFeatureName The name of the feature that stores the EventTime of a Record in a Feature Group.
*
* @return builder
*
*/
public Builder eventTimeFeatureName(String eventTimeFeatureName) {
return eventTimeFeatureName(Output.of(eventTimeFeatureName));
}
/**
* @param featureDefinitions A list of Feature names and types. See Feature Definition Below.
*
* @return builder
*
*/
public Builder featureDefinitions(Output> featureDefinitions) {
$.featureDefinitions = featureDefinitions;
return this;
}
/**
* @param featureDefinitions A list of Feature names and types. See Feature Definition Below.
*
* @return builder
*
*/
public Builder featureDefinitions(List featureDefinitions) {
return featureDefinitions(Output.of(featureDefinitions));
}
/**
* @param featureDefinitions A list of Feature names and types. See Feature Definition Below.
*
* @return builder
*
*/
public Builder featureDefinitions(FeatureGroupFeatureDefinitionArgs... featureDefinitions) {
return featureDefinitions(List.of(featureDefinitions));
}
/**
* @param featureGroupName The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
*
* @return builder
*
*/
public Builder featureGroupName(Output featureGroupName) {
$.featureGroupName = featureGroupName;
return this;
}
/**
* @param featureGroupName The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
*
* @return builder
*
*/
public Builder featureGroupName(String featureGroupName) {
return featureGroupName(Output.of(featureGroupName));
}
/**
* @param offlineStoreConfig The Offline Feature Store Configuration. See Offline Store Config Below.
*
* @return builder
*
*/
public Builder offlineStoreConfig(@Nullable Output offlineStoreConfig) {
$.offlineStoreConfig = offlineStoreConfig;
return this;
}
/**
* @param offlineStoreConfig The Offline Feature Store Configuration. See Offline Store Config Below.
*
* @return builder
*
*/
public Builder offlineStoreConfig(FeatureGroupOfflineStoreConfigArgs offlineStoreConfig) {
return offlineStoreConfig(Output.of(offlineStoreConfig));
}
/**
* @param onlineStoreConfig The Online Feature Store Configuration. See Online Store Config Below.
*
* @return builder
*
*/
public Builder onlineStoreConfig(@Nullable Output onlineStoreConfig) {
$.onlineStoreConfig = onlineStoreConfig;
return this;
}
/**
* @param onlineStoreConfig The Online Feature Store Configuration. See Online Store Config Below.
*
* @return builder
*
*/
public Builder onlineStoreConfig(FeatureGroupOnlineStoreConfigArgs onlineStoreConfig) {
return onlineStoreConfig(Output.of(onlineStoreConfig));
}
/**
* @param recordIdentifierFeatureName The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.
*
* @return builder
*
*/
public Builder recordIdentifierFeatureName(Output recordIdentifierFeatureName) {
$.recordIdentifierFeatureName = recordIdentifierFeatureName;
return this;
}
/**
* @param recordIdentifierFeatureName The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.
*
* @return builder
*
*/
public Builder recordIdentifierFeatureName(String recordIdentifierFeatureName) {
return recordIdentifierFeatureName(Output.of(recordIdentifierFeatureName));
}
/**
* @param roleArn The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an `offline_store_config` is provided.
*
* @return builder
*
*/
public Builder roleArn(Output roleArn) {
$.roleArn = roleArn;
return this;
}
/**
* @param roleArn The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an `offline_store_config` is provided.
*
* @return builder
*
*/
public Builder roleArn(String roleArn) {
return roleArn(Output.of(roleArn));
}
/**
* @param tags Map of resource tags for the resource. .If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level.
*
* @return builder
*
*/
public Builder tags(@Nullable Output> tags) {
$.tags = tags;
return this;
}
/**
* @param tags Map of resource tags for the resource. .If configured with a provider `default_tags` configuration block present, tags with matching keys will overwrite those defined at the provider-level.
*
* @return builder
*
*/
public Builder tags(Map tags) {
return tags(Output.of(tags));
}
public FeatureGroupArgs build() {
if ($.eventTimeFeatureName == null) {
throw new MissingRequiredPropertyException("FeatureGroupArgs", "eventTimeFeatureName");
}
if ($.featureDefinitions == null) {
throw new MissingRequiredPropertyException("FeatureGroupArgs", "featureDefinitions");
}
if ($.featureGroupName == null) {
throw new MissingRequiredPropertyException("FeatureGroupArgs", "featureGroupName");
}
if ($.recordIdentifierFeatureName == null) {
throw new MissingRequiredPropertyException("FeatureGroupArgs", "recordIdentifierFeatureName");
}
if ($.roleArn == null) {
throw new MissingRequiredPropertyException("FeatureGroupArgs", "roleArn");
}
return $;
}
}
}
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