/
api_op_CreateDatasetGroup.go
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/
api_op_CreateDatasetGroup.go
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// Code generated by smithy-go-codegen DO NOT EDIT.
package personalize
import (
"context"
awsmiddleware "github.com/aws/aws-sdk-go-v2/aws/middleware"
"github.com/aws/aws-sdk-go-v2/aws/signer/v4"
"github.com/aws/aws-sdk-go-v2/service/personalize/types"
"github.com/aws/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
)
// Creates an empty dataset group. A dataset group is a container for Amazon
// Personalize resources. A dataset group can contain at most three datasets, one
// for each type of dataset:
//
// * Interactions
//
// * Items
//
// * Users
//
// A dataset group can
// be a Domain dataset group, where you specify a domain and use pre-configured
// resources like recommenders, or a Custom dataset group, where you use custom
// resources, such as a solution with a solution version, that you deploy with a
// campaign. If you start with a Domain dataset group, you can still add custom
// resources such as solutions and solution versions trained with recipes for
// custom use cases and deployed with campaigns. A dataset group can be in one of
// the following states:
//
// * CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or-
// CREATE FAILED
//
// * DELETE PENDING
//
// To get the status of the dataset group, call
// DescribeDatasetGroup
// (https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeDatasetGroup.html).
// If the status shows as CREATE FAILED, the response includes a failureReason key,
// which describes why the creation failed. You must wait until the status of the
// dataset group is ACTIVE before adding a dataset to the group. You can specify an
// Key Management Service (KMS) key to encrypt the datasets in the group. If you
// specify a KMS key, you must also include an Identity and Access Management (IAM)
// role that has permission to access the key. APIs that require a dataset group
// ARN in the request
//
// * CreateDataset
// (https://docs.aws.amazon.com/personalize/latest/dg/API_CreateDataset.html)
//
// *
// CreateEventTracker
// (https://docs.aws.amazon.com/personalize/latest/dg/API_CreateEventTracker.html)
//
// *
// CreateSolution
// (https://docs.aws.amazon.com/personalize/latest/dg/API_CreateSolution.html)
//
// Related
// APIs
//
// * ListDatasetGroups
// (https://docs.aws.amazon.com/personalize/latest/dg/API_ListDatasetGroups.html)
//
// *
// DescribeDatasetGroup
// (https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeDatasetGroup.html)
//
// *
// DeleteDatasetGroup
// (https://docs.aws.amazon.com/personalize/latest/dg/API_DeleteDatasetGroup.html)
func (c *Client) CreateDatasetGroup(ctx context.Context, params *CreateDatasetGroupInput, optFns ...func(*Options)) (*CreateDatasetGroupOutput, error) {
if params == nil {
params = &CreateDatasetGroupInput{}
}
result, metadata, err := c.invokeOperation(ctx, "CreateDatasetGroup", params, optFns, c.addOperationCreateDatasetGroupMiddlewares)
if err != nil {
return nil, err
}
out := result.(*CreateDatasetGroupOutput)
out.ResultMetadata = metadata
return out, nil
}
type CreateDatasetGroupInput struct {
// The name for the new dataset group.
//
// This member is required.
Name *string
// The domain of the dataset group. Specify a domain to create a Domain dataset
// group. The domain you specify determines the default schemas for datasets and
// the use cases available for recommenders. If you don't specify a domain, you
// create a Custom dataset group with solution versions that you deploy with a
// campaign.
Domain types.Domain
// The Amazon Resource Name (ARN) of a Key Management Service (KMS) key used to
// encrypt the datasets.
KmsKeyArn *string
// The ARN of the Identity and Access Management (IAM) role that has permissions to
// access the Key Management Service (KMS) key. Supplying an IAM role is only valid
// when also specifying a KMS key.
RoleArn *string
// A list of tags
// (https://docs.aws.amazon.com/personalize/latest/dev/tagging-resources.html) to
// apply to the dataset group.
Tags []types.Tag
noSmithyDocumentSerde
}
type CreateDatasetGroupOutput struct {
// The Amazon Resource Name (ARN) of the new dataset group.
DatasetGroupArn *string
// The domain for the new Domain dataset group.
Domain types.Domain
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationCreateDatasetGroupMiddlewares(stack *middleware.Stack, options Options) (err error) {
err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateDatasetGroup{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateDatasetGroup{}, middleware.After)
if err != nil {
return err
}
if err = addSetLoggerMiddleware(stack, options); err != nil {
return err
}
if err = awsmiddleware.AddClientRequestIDMiddleware(stack); err != nil {
return err
}
if err = smithyhttp.AddComputeContentLengthMiddleware(stack); err != nil {
return err
}
if err = addResolveEndpointMiddleware(stack, options); err != nil {
return err
}
if err = v4.AddComputePayloadSHA256Middleware(stack); err != nil {
return err
}
if err = addRetryMiddlewares(stack, options); err != nil {
return err
}
if err = addHTTPSignerV4Middleware(stack, options); err != nil {
return err
}
if err = awsmiddleware.AddRawResponseToMetadata(stack); err != nil {
return err
}
if err = awsmiddleware.AddRecordResponseTiming(stack); err != nil {
return err
}
if err = addClientUserAgent(stack); err != nil {
return err
}
if err = smithyhttp.AddErrorCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = smithyhttp.AddCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = addOpCreateDatasetGroupValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateDatasetGroup(options.Region), middleware.Before); err != nil {
return err
}
if err = addRequestIDRetrieverMiddleware(stack); err != nil {
return err
}
if err = addResponseErrorMiddleware(stack); err != nil {
return err
}
if err = addRequestResponseLogging(stack, options); err != nil {
return err
}
return nil
}
func newServiceMetadataMiddleware_opCreateDatasetGroup(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
SigningName: "personalize",
OperationName: "CreateDatasetGroup",
}
}