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AWS Cloud Control v1.27.0 published on Monday, Apr 14, 2025 by Pulumi
pulumi/pulumi-aws-native

aws-native.personalize.Dataset

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We recommend new projects start with resources from the AWS provider.

AWS Cloud Control v1.27.0 published on Monday, Apr 14, 2025 by Pulumi
pulumi/pulumi-aws-native

Resource schema for AWS::Personalize::Dataset.

Example Usage

Example

using System.Collections.Generic;
using System.Linq;
using Pulumi;
using AwsNative = Pulumi.AwsNative;

return await Deployment.RunAsync(() => 
{
    var myDataset = new AwsNative.Personalize.Dataset("myDataset", new()
    {
        Name = "my-dataset-name",
        DatasetType = AwsNative.Personalize.DatasetType.Interactions,
        DatasetGroupArn = "arn:aws:personalize:us-west-2:123456789012:dataset-group/dataset-group-name",
        SchemaArn = "arn:aws:personalize:us-west-2:123456789012:schema/schema-name",
        DatasetImportJob = new AwsNative.Personalize.Inputs.DatasetImportJobArgs
        {
            JobName = "my-import-job-name",
            DataSource = new AwsNative.Personalize.Inputs.DatasetImportJobDataSourcePropertiesArgs
            {
                DataLocation = "s3://bucket-name/file-name.csv",
            },
            RoleArn = "arn:aws:iam::123456789012:role/personalize-role",
        },
    });

});
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package main

import (
	"github.com/pulumi/pulumi-aws-native/sdk/go/aws/personalize"
	"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := personalize.NewDataset(ctx, "myDataset", &personalize.DatasetArgs{
			Name:            pulumi.String("my-dataset-name"),
			DatasetType:     personalize.DatasetTypeInteractions,
			DatasetGroupArn: pulumi.String("arn:aws:personalize:us-west-2:123456789012:dataset-group/dataset-group-name"),
			SchemaArn:       pulumi.String("arn:aws:personalize:us-west-2:123456789012:schema/schema-name"),
			DatasetImportJob: &personalize.DatasetImportJobArgs{
				JobName: pulumi.String("my-import-job-name"),
				DataSource: &personalize.DatasetImportJobDataSourcePropertiesArgs{
					DataLocation: pulumi.String("s3://bucket-name/file-name.csv"),
				},
				RoleArn: pulumi.String("arn:aws:iam::123456789012:role/personalize-role"),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}
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import * as pulumi from "@pulumi/pulumi";
import * as aws_native from "@pulumi/aws-native";

const myDataset = new aws_native.personalize.Dataset("myDataset", {
    name: "my-dataset-name",
    datasetType: aws_native.personalize.DatasetType.Interactions,
    datasetGroupArn: "arn:aws:personalize:us-west-2:123456789012:dataset-group/dataset-group-name",
    schemaArn: "arn:aws:personalize:us-west-2:123456789012:schema/schema-name",
    datasetImportJob: {
        jobName: "my-import-job-name",
        dataSource: {
            dataLocation: "s3://bucket-name/file-name.csv",
        },
        roleArn: "arn:aws:iam::123456789012:role/personalize-role",
    },
});
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import pulumi
import pulumi_aws_native as aws_native

my_dataset = aws_native.personalize.Dataset("myDataset",
    name="my-dataset-name",
    dataset_type=aws_native.personalize.DatasetType.INTERACTIONS,
    dataset_group_arn="arn:aws:personalize:us-west-2:123456789012:dataset-group/dataset-group-name",
    schema_arn="arn:aws:personalize:us-west-2:123456789012:schema/schema-name",
    dataset_import_job={
        "job_name": "my-import-job-name",
        "data_source": {
            "data_location": "s3://bucket-name/file-name.csv",
        },
        "role_arn": "arn:aws:iam::123456789012:role/personalize-role",
    })
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Example

using System.Collections.Generic;
using System.Linq;
using Pulumi;
using AwsNative = Pulumi.AwsNative;

return await Deployment.RunAsync(() => 
{
    var myDataset = new AwsNative.Personalize.Dataset("myDataset", new()
    {
        Name = "my-dataset-name",
        DatasetType = AwsNative.Personalize.DatasetType.Interactions,
        DatasetGroupArn = "arn:aws:personalize:us-west-2:123456789012:dataset-group/dataset-group-name",
        SchemaArn = "arn:aws:personalize:us-west-2:123456789012:schema/schema-name",
        DatasetImportJob = new AwsNative.Personalize.Inputs.DatasetImportJobArgs
        {
            JobName = "my-import-job-name",
            DataSource = new AwsNative.Personalize.Inputs.DatasetImportJobDataSourcePropertiesArgs
            {
                DataLocation = "s3://bucket-name/file-name.csv",
            },
            RoleArn = "arn:aws:iam::123456789012:role/personalize-role",
        },
    });

});
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package main

import (
	"github.com/pulumi/pulumi-aws-native/sdk/go/aws/personalize"
	"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := personalize.NewDataset(ctx, "myDataset", &personalize.DatasetArgs{
			Name:            pulumi.String("my-dataset-name"),
			DatasetType:     personalize.DatasetTypeInteractions,
			DatasetGroupArn: pulumi.String("arn:aws:personalize:us-west-2:123456789012:dataset-group/dataset-group-name"),
			SchemaArn:       pulumi.String("arn:aws:personalize:us-west-2:123456789012:schema/schema-name"),
			DatasetImportJob: &personalize.DatasetImportJobArgs{
				JobName: pulumi.String("my-import-job-name"),
				DataSource: &personalize.DatasetImportJobDataSourcePropertiesArgs{
					DataLocation: pulumi.String("s3://bucket-name/file-name.csv"),
				},
				RoleArn: pulumi.String("arn:aws:iam::123456789012:role/personalize-role"),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}
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import * as pulumi from "@pulumi/pulumi";
import * as aws_native from "@pulumi/aws-native";

const myDataset = new aws_native.personalize.Dataset("myDataset", {
    name: "my-dataset-name",
    datasetType: aws_native.personalize.DatasetType.Interactions,
    datasetGroupArn: "arn:aws:personalize:us-west-2:123456789012:dataset-group/dataset-group-name",
    schemaArn: "arn:aws:personalize:us-west-2:123456789012:schema/schema-name",
    datasetImportJob: {
        jobName: "my-import-job-name",
        dataSource: {
            dataLocation: "s3://bucket-name/file-name.csv",
        },
        roleArn: "arn:aws:iam::123456789012:role/personalize-role",
    },
});
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import pulumi
import pulumi_aws_native as aws_native

my_dataset = aws_native.personalize.Dataset("myDataset",
    name="my-dataset-name",
    dataset_type=aws_native.personalize.DatasetType.INTERACTIONS,
    dataset_group_arn="arn:aws:personalize:us-west-2:123456789012:dataset-group/dataset-group-name",
    schema_arn="arn:aws:personalize:us-west-2:123456789012:schema/schema-name",
    dataset_import_job={
        "job_name": "my-import-job-name",
        "data_source": {
            "data_location": "s3://bucket-name/file-name.csv",
        },
        "role_arn": "arn:aws:iam::123456789012:role/personalize-role",
    })
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Create Dataset Resource

Resources are created with functions called constructors. To learn more about declaring and configuring resources, see Resources.

Constructor syntax

new Dataset(name: string, args: DatasetArgs, opts?: CustomResourceOptions);
@overload
def Dataset(resource_name: str,
            args: DatasetArgs,
            opts: Optional[ResourceOptions] = None)

@overload
def Dataset(resource_name: str,
            opts: Optional[ResourceOptions] = None,
            dataset_group_arn: Optional[str] = None,
            dataset_type: Optional[DatasetType] = None,
            schema_arn: Optional[str] = None,
            dataset_import_job: Optional[DatasetImportJobArgs] = None,
            name: Optional[str] = None)
func NewDataset(ctx *Context, name string, args DatasetArgs, opts ...ResourceOption) (*Dataset, error)
public Dataset(string name, DatasetArgs args, CustomResourceOptions? opts = null)
public Dataset(String name, DatasetArgs args)
public Dataset(String name, DatasetArgs args, CustomResourceOptions options)

type: aws-native:personalize:Dataset
properties: # The arguments to resource properties.
options: # Bag of options to control resource's behavior.

Parameters

name This property is required. string
The unique name of the resource.
args This property is required. DatasetArgs
The arguments to resource properties.
opts CustomResourceOptions
Bag of options to control resource's behavior.
resource_name This property is required. str
The unique name of the resource.
args This property is required. DatasetArgs
The arguments to resource properties.
opts ResourceOptions
Bag of options to control resource's behavior.
ctx Context
Context object for the current deployment.
name This property is required. string
The unique name of the resource.
args This property is required. DatasetArgs
The arguments to resource properties.
opts ResourceOption
Bag of options to control resource's behavior.
name This property is required. string
The unique name of the resource.
args This property is required. DatasetArgs
The arguments to resource properties.
opts CustomResourceOptions
Bag of options to control resource's behavior.
name This property is required. String
The unique name of the resource.
args This property is required. DatasetArgs
The arguments to resource properties.
options CustomResourceOptions
Bag of options to control resource's behavior.

Dataset Resource Properties

To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.

Inputs

In Python, inputs that are objects can be passed either as argument classes or as dictionary literals.

The Dataset resource accepts the following input properties:

DatasetGroupArn This property is required. string
The Amazon Resource Name (ARN) of the dataset group to add the dataset to
DatasetType This property is required. Pulumi.AwsNative.Personalize.DatasetType
The type of dataset
SchemaArn This property is required. string
The ARN of the schema to associate with the dataset. The schema defines the dataset fields.
DatasetImportJob Pulumi.AwsNative.Personalize.Inputs.DatasetImportJob
Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset. If you specify a dataset import job as part of a dataset, all dataset import job fields are required.
Name string
The name for the dataset
DatasetGroupArn This property is required. string
The Amazon Resource Name (ARN) of the dataset group to add the dataset to
DatasetType This property is required. DatasetType
The type of dataset
SchemaArn This property is required. string
The ARN of the schema to associate with the dataset. The schema defines the dataset fields.
DatasetImportJob DatasetImportJobArgs
Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset. If you specify a dataset import job as part of a dataset, all dataset import job fields are required.
Name string
The name for the dataset
datasetGroupArn This property is required. String
The Amazon Resource Name (ARN) of the dataset group to add the dataset to
datasetType This property is required. DatasetType
The type of dataset
schemaArn This property is required. String
The ARN of the schema to associate with the dataset. The schema defines the dataset fields.
datasetImportJob DatasetImportJob
Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset. If you specify a dataset import job as part of a dataset, all dataset import job fields are required.
name String
The name for the dataset
datasetGroupArn This property is required. string
The Amazon Resource Name (ARN) of the dataset group to add the dataset to
datasetType This property is required. DatasetType
The type of dataset
schemaArn This property is required. string
The ARN of the schema to associate with the dataset. The schema defines the dataset fields.
datasetImportJob DatasetImportJob
Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset. If you specify a dataset import job as part of a dataset, all dataset import job fields are required.
name string
The name for the dataset
dataset_group_arn This property is required. str
The Amazon Resource Name (ARN) of the dataset group to add the dataset to
dataset_type This property is required. DatasetType
The type of dataset
schema_arn This property is required. str
The ARN of the schema to associate with the dataset. The schema defines the dataset fields.
dataset_import_job DatasetImportJobArgs
Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset. If you specify a dataset import job as part of a dataset, all dataset import job fields are required.
name str
The name for the dataset
datasetGroupArn This property is required. String
The Amazon Resource Name (ARN) of the dataset group to add the dataset to
datasetType This property is required. "Interactions" | "Items" | "Users"
The type of dataset
schemaArn This property is required. String
The ARN of the schema to associate with the dataset. The schema defines the dataset fields.
datasetImportJob Property Map
Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset. If you specify a dataset import job as part of a dataset, all dataset import job fields are required.
name String
The name for the dataset

Outputs

All input properties are implicitly available as output properties. Additionally, the Dataset resource produces the following output properties:

DatasetArn string
The ARN of the dataset
Id string
The provider-assigned unique ID for this managed resource.
DatasetArn string
The ARN of the dataset
Id string
The provider-assigned unique ID for this managed resource.
datasetArn String
The ARN of the dataset
id String
The provider-assigned unique ID for this managed resource.
datasetArn string
The ARN of the dataset
id string
The provider-assigned unique ID for this managed resource.
dataset_arn str
The ARN of the dataset
id str
The provider-assigned unique ID for this managed resource.
datasetArn String
The ARN of the dataset
id String
The provider-assigned unique ID for this managed resource.

Supporting Types

DatasetImportJob
, DatasetImportJobArgs

DataSource Pulumi.AwsNative.Personalize.Inputs.DatasetImportJobDataSourceProperties
The Amazon S3 bucket that contains the training data to import.
DatasetArn string
The ARN of the dataset that receives the imported data
DatasetImportJobArn string
The ARN of the dataset import job
JobName string
The name for the dataset import job.
RoleArn string
The ARN of the IAM role that has permissions to read from the Amazon S3 data source.
DataSource DatasetImportJobDataSourceProperties
The Amazon S3 bucket that contains the training data to import.
DatasetArn string
The ARN of the dataset that receives the imported data
DatasetImportJobArn string
The ARN of the dataset import job
JobName string
The name for the dataset import job.
RoleArn string
The ARN of the IAM role that has permissions to read from the Amazon S3 data source.
dataSource DatasetImportJobDataSourceProperties
The Amazon S3 bucket that contains the training data to import.
datasetArn String
The ARN of the dataset that receives the imported data
datasetImportJobArn String
The ARN of the dataset import job
jobName String
The name for the dataset import job.
roleArn String
The ARN of the IAM role that has permissions to read from the Amazon S3 data source.
dataSource DatasetImportJobDataSourceProperties
The Amazon S3 bucket that contains the training data to import.
datasetArn string
The ARN of the dataset that receives the imported data
datasetImportJobArn string
The ARN of the dataset import job
jobName string
The name for the dataset import job.
roleArn string
The ARN of the IAM role that has permissions to read from the Amazon S3 data source.
data_source DatasetImportJobDataSourceProperties
The Amazon S3 bucket that contains the training data to import.
dataset_arn str
The ARN of the dataset that receives the imported data
dataset_import_job_arn str
The ARN of the dataset import job
job_name str
The name for the dataset import job.
role_arn str
The ARN of the IAM role that has permissions to read from the Amazon S3 data source.
dataSource Property Map
The Amazon S3 bucket that contains the training data to import.
datasetArn String
The ARN of the dataset that receives the imported data
datasetImportJobArn String
The ARN of the dataset import job
jobName String
The name for the dataset import job.
roleArn String
The ARN of the IAM role that has permissions to read from the Amazon S3 data source.

DatasetImportJobDataSourceProperties
, DatasetImportJobDataSourcePropertiesArgs

DataLocation string
The path to the Amazon S3 bucket where the data that you want to upload to your dataset is stored.
DataLocation string
The path to the Amazon S3 bucket where the data that you want to upload to your dataset is stored.
dataLocation String
The path to the Amazon S3 bucket where the data that you want to upload to your dataset is stored.
dataLocation string
The path to the Amazon S3 bucket where the data that you want to upload to your dataset is stored.
data_location str
The path to the Amazon S3 bucket where the data that you want to upload to your dataset is stored.
dataLocation String
The path to the Amazon S3 bucket where the data that you want to upload to your dataset is stored.

DatasetType
, DatasetTypeArgs

Interactions
Interactions
Items
Items
Users
Users
DatasetTypeInteractions
Interactions
DatasetTypeItems
Items
DatasetTypeUsers
Users
Interactions
Interactions
Items
Items
Users
Users
Interactions
Interactions
Items
Items
Users
Users
INTERACTIONS
Interactions
ITEMS
Items
USERS
Users
"Interactions"
Interactions
"Items"
Items
"Users"
Users

Package Details

Repository
AWS Native pulumi/pulumi-aws-native
License
Apache-2.0

We recommend new projects start with resources from the AWS provider.

AWS Cloud Control v1.27.0 published on Monday, Apr 14, 2025 by Pulumi
pulumi/pulumi-aws-native