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AWS Cloud Control v1.26.0 published on Wednesday, Mar 12, 2025 by Pulumi
pulumi/pulumi-aws-native

aws-native.cleanroomsml.TrainingDataset

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AWS Cloud Control v1.26.0 published on Wednesday, Mar 12, 2025 by Pulumi
pulumi/pulumi-aws-native

    Definition of AWS::CleanRoomsML::TrainingDataset Resource Type

    Create TrainingDataset Resource

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

    Constructor syntax

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

@overload
def TrainingDataset(resource_name: str,
                    opts: Optional[ResourceOptions] = None,
                    role_arn: Optional[str] = None,
                    training_data: Optional[Sequence[TrainingDatasetDatasetArgs]] = None,
                    description: Optional[str] = None,
                    name: Optional[str] = None,
                    tags: Optional[Sequence[_root_inputs.TagArgs]] = None)
    func NewTrainingDataset(ctx *Context, name string, args TrainingDatasetArgs, opts ...ResourceOption) (*TrainingDataset, error)
    public TrainingDataset(string name, TrainingDatasetArgs args, CustomResourceOptions? opts = null)
    public TrainingDataset(String name, TrainingDatasetArgs args)
public TrainingDataset(String name, TrainingDatasetArgs args, CustomResourceOptions options)

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

    Parameters

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

    TrainingDataset 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 TrainingDataset resource accepts the following input properties:

    RoleArn string

    The ARN of the IAM role that Clean Rooms ML can assume to read the data referred to in the dataSource field of each dataset.

    Passing a role across accounts is not allowed. If you pass a role that isn't in your account, you get an AccessDeniedException error.

    TrainingData List<Pulumi.AwsNative.CleanRoomsMl.Inputs.TrainingDatasetDataset>
    An array of information that lists the Dataset objects, which specifies the dataset type and details on its location and schema. You must provide a role that has read access to these tables.
    Description string
    The description of the training dataset.
    Name string
    The name of the training dataset.
    Tags List<Pulumi.AwsNative.Inputs.Tag>
    An arbitrary set of tags (key-value pairs) for this cleanrooms-ml training dataset.
    RoleArn string

    The ARN of the IAM role that Clean Rooms ML can assume to read the data referred to in the dataSource field of each dataset.

    Passing a role across accounts is not allowed. If you pass a role that isn't in your account, you get an AccessDeniedException error.

    TrainingData []TrainingDatasetDatasetArgs
    An array of information that lists the Dataset objects, which specifies the dataset type and details on its location and schema. You must provide a role that has read access to these tables.
    Description string
    The description of the training dataset.
    Name string
    The name of the training dataset.
    Tags TagArgs
    An arbitrary set of tags (key-value pairs) for this cleanrooms-ml training dataset.
    roleArn String

    The ARN of the IAM role that Clean Rooms ML can assume to read the data referred to in the dataSource field of each dataset.

    Passing a role across accounts is not allowed. If you pass a role that isn't in your account, you get an AccessDeniedException error.

    trainingData List<TrainingDatasetDataset>
    An array of information that lists the Dataset objects, which specifies the dataset type and details on its location and schema. You must provide a role that has read access to these tables.
    description String
    The description of the training dataset.
    name String
    The name of the training dataset.
    tags List<Tag>
    An arbitrary set of tags (key-value pairs) for this cleanrooms-ml training dataset.
    roleArn string

    The ARN of the IAM role that Clean Rooms ML can assume to read the data referred to in the dataSource field of each dataset.

    Passing a role across accounts is not allowed. If you pass a role that isn't in your account, you get an AccessDeniedException error.

    trainingData TrainingDatasetDataset[]
    An array of information that lists the Dataset objects, which specifies the dataset type and details on its location and schema. You must provide a role that has read access to these tables.
    description string
    The description of the training dataset.
    name string
    The name of the training dataset.
    tags Tag[]
    An arbitrary set of tags (key-value pairs) for this cleanrooms-ml training dataset.
    role_arn str

    The ARN of the IAM role that Clean Rooms ML can assume to read the data referred to in the dataSource field of each dataset.

    Passing a role across accounts is not allowed. If you pass a role that isn't in your account, you get an AccessDeniedException error.

    training_data Sequence[TrainingDatasetDatasetArgs]
    An array of information that lists the Dataset objects, which specifies the dataset type and details on its location and schema. You must provide a role that has read access to these tables.
    description str
    The description of the training dataset.
    name str
    The name of the training dataset.
    tags Sequence[TagArgs]
    An arbitrary set of tags (key-value pairs) for this cleanrooms-ml training dataset.
    roleArn String

    The ARN of the IAM role that Clean Rooms ML can assume to read the data referred to in the dataSource field of each dataset.

    Passing a role across accounts is not allowed. If you pass a role that isn't in your account, you get an AccessDeniedException error.

    trainingData List<Property Map>
    An array of information that lists the Dataset objects, which specifies the dataset type and details on its location and schema. You must provide a role that has read access to these tables.
    description String
    The description of the training dataset.
    name String
    The name of the training dataset.
    tags List<Property Map>
    An arbitrary set of tags (key-value pairs) for this cleanrooms-ml training dataset.

    Outputs

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

    Id string
    The provider-assigned unique ID for this managed resource.
    Status Pulumi.AwsNative.CleanRoomsMl.TrainingDatasetStatus
    The status of the training dataset.
    TrainingDatasetArn string
    The Amazon Resource Name (ARN) of the training dataset.
    Id string
    The provider-assigned unique ID for this managed resource.
    Status TrainingDatasetStatus
    The status of the training dataset.
    TrainingDatasetArn string
    The Amazon Resource Name (ARN) of the training dataset.
    id String
    The provider-assigned unique ID for this managed resource.
    status TrainingDatasetStatus
    The status of the training dataset.
    trainingDatasetArn String
    The Amazon Resource Name (ARN) of the training dataset.
    id string
    The provider-assigned unique ID for this managed resource.
    status TrainingDatasetStatus
    The status of the training dataset.
    trainingDatasetArn string
    The Amazon Resource Name (ARN) of the training dataset.
    id str
    The provider-assigned unique ID for this managed resource.
    status TrainingDatasetStatus
    The status of the training dataset.
    training_dataset_arn str
    The Amazon Resource Name (ARN) of the training dataset.
    id String
    The provider-assigned unique ID for this managed resource.
    status "ACTIVE"
    The status of the training dataset.
    trainingDatasetArn String
    The Amazon Resource Name (ARN) of the training dataset.

    Supporting Types

    Tag, TagArgs

    Key string
    The key name of the tag
    Value string
    The value of the tag
    Key string
    The key name of the tag
    Value string
    The value of the tag
    key String
    The key name of the tag
    value String
    The value of the tag
    key string
    The key name of the tag
    value string
    The value of the tag
    key str
    The key name of the tag
    value str
    The value of the tag
    key String
    The key name of the tag
    value String
    The value of the tag

    TrainingDatasetColumnSchema, TrainingDatasetColumnSchemaArgs

    ColumnName string
    The name of a column.
    ColumnTypes []TrainingDatasetColumnType
    The data type of column.
    columnName String
    The name of a column.
    columnTypes List<TrainingDatasetColumnType>
    The data type of column.
    columnName string
    The name of a column.
    columnTypes TrainingDatasetColumnType[]
    The data type of column.
    column_name str
    The name of a column.
    column_types Sequence[TrainingDatasetColumnType]
    The data type of column.

    TrainingDatasetColumnType, TrainingDatasetColumnTypeArgs

    UserId
    USER_ID
    ItemId
    ITEM_ID
    Timestamp
    TIMESTAMP
    CategoricalFeature
    CATEGORICAL_FEATURE
    NumericalFeature
    NUMERICAL_FEATURE
    TrainingDatasetColumnTypeUserId
    USER_ID
    TrainingDatasetColumnTypeItemId
    ITEM_ID
    TrainingDatasetColumnTypeTimestamp
    TIMESTAMP
    TrainingDatasetColumnTypeCategoricalFeature
    CATEGORICAL_FEATURE
    TrainingDatasetColumnTypeNumericalFeature
    NUMERICAL_FEATURE
    UserId
    USER_ID
    ItemId
    ITEM_ID
    Timestamp
    TIMESTAMP
    CategoricalFeature
    CATEGORICAL_FEATURE
    NumericalFeature
    NUMERICAL_FEATURE
    UserId
    USER_ID
    ItemId
    ITEM_ID
    Timestamp
    TIMESTAMP
    CategoricalFeature
    CATEGORICAL_FEATURE
    NumericalFeature
    NUMERICAL_FEATURE
    USER_ID
    USER_ID
    ITEM_ID
    ITEM_ID
    TIMESTAMP
    TIMESTAMP
    CATEGORICAL_FEATURE
    CATEGORICAL_FEATURE
    NUMERICAL_FEATURE
    NUMERICAL_FEATURE
    "USER_ID"
    USER_ID
    "ITEM_ID"
    ITEM_ID
    "TIMESTAMP"
    TIMESTAMP
    "CATEGORICAL_FEATURE"
    CATEGORICAL_FEATURE
    "NUMERICAL_FEATURE"
    NUMERICAL_FEATURE

    TrainingDatasetDataSource, TrainingDatasetDataSourceArgs

    GlueDataSource Pulumi.AwsNative.CleanRoomsMl.Inputs.TrainingDatasetGlueDataSource
    A GlueDataSource object that defines the catalog ID, database name, and table name for the training data.
    GlueDataSource TrainingDatasetGlueDataSource
    A GlueDataSource object that defines the catalog ID, database name, and table name for the training data.
    glueDataSource TrainingDatasetGlueDataSource
    A GlueDataSource object that defines the catalog ID, database name, and table name for the training data.
    glueDataSource TrainingDatasetGlueDataSource
    A GlueDataSource object that defines the catalog ID, database name, and table name for the training data.
    glue_data_source TrainingDatasetGlueDataSource
    A GlueDataSource object that defines the catalog ID, database name, and table name for the training data.
    glueDataSource Property Map
    A GlueDataSource object that defines the catalog ID, database name, and table name for the training data.

    TrainingDatasetDataset, TrainingDatasetDatasetArgs

    InputConfig Pulumi.AwsNative.CleanRoomsMl.Inputs.TrainingDatasetDatasetInputConfig
    A DatasetInputConfig object that defines the data source and schema mapping.
    Type Pulumi.AwsNative.CleanRoomsMl.TrainingDatasetDatasetType
    What type of information is found in the dataset.
    InputConfig TrainingDatasetDatasetInputConfig
    A DatasetInputConfig object that defines the data source and schema mapping.
    Type TrainingDatasetDatasetType
    What type of information is found in the dataset.
    inputConfig TrainingDatasetDatasetInputConfig
    A DatasetInputConfig object that defines the data source and schema mapping.
    type TrainingDatasetDatasetType
    What type of information is found in the dataset.
    inputConfig TrainingDatasetDatasetInputConfig
    A DatasetInputConfig object that defines the data source and schema mapping.
    type TrainingDatasetDatasetType
    What type of information is found in the dataset.
    input_config TrainingDatasetDatasetInputConfig
    A DatasetInputConfig object that defines the data source and schema mapping.
    type TrainingDatasetDatasetType
    What type of information is found in the dataset.
    inputConfig Property Map
    A DatasetInputConfig object that defines the data source and schema mapping.
    type "INTERACTIONS"
    What type of information is found in the dataset.

    TrainingDatasetDatasetInputConfig, TrainingDatasetDatasetInputConfigArgs

    DataSource Pulumi.AwsNative.CleanRoomsMl.Inputs.TrainingDatasetDataSource
    A DataSource object that specifies the Glue data source for the training data.
    Schema List<Pulumi.AwsNative.CleanRoomsMl.Inputs.TrainingDatasetColumnSchema>
    The schema information for the training data.
    DataSource TrainingDatasetDataSource
    A DataSource object that specifies the Glue data source for the training data.
    Schema []TrainingDatasetColumnSchema
    The schema information for the training data.
    dataSource TrainingDatasetDataSource
    A DataSource object that specifies the Glue data source for the training data.
    schema List<TrainingDatasetColumnSchema>
    The schema information for the training data.
    dataSource TrainingDatasetDataSource
    A DataSource object that specifies the Glue data source for the training data.
    schema TrainingDatasetColumnSchema[]
    The schema information for the training data.
    data_source TrainingDatasetDataSource
    A DataSource object that specifies the Glue data source for the training data.
    schema Sequence[TrainingDatasetColumnSchema]
    The schema information for the training data.
    dataSource Property Map
    A DataSource object that specifies the Glue data source for the training data.
    schema List<Property Map>
    The schema information for the training data.

    TrainingDatasetDatasetType, TrainingDatasetDatasetTypeArgs

    Interactions
    INTERACTIONS
    TrainingDatasetDatasetTypeInteractions
    INTERACTIONS
    Interactions
    INTERACTIONS
    Interactions
    INTERACTIONS
    INTERACTIONS
    INTERACTIONS
    "INTERACTIONS"
    INTERACTIONS

    TrainingDatasetGlueDataSource, TrainingDatasetGlueDataSourceArgs

    DatabaseName string
    The Glue database that contains the training data.
    TableName string
    The Glue table that contains the training data.
    CatalogId string
    The Glue catalog that contains the training data.
    DatabaseName string
    The Glue database that contains the training data.
    TableName string
    The Glue table that contains the training data.
    CatalogId string
    The Glue catalog that contains the training data.
    databaseName String
    The Glue database that contains the training data.
    tableName String
    The Glue table that contains the training data.
    catalogId String
    The Glue catalog that contains the training data.
    databaseName string
    The Glue database that contains the training data.
    tableName string
    The Glue table that contains the training data.
    catalogId string
    The Glue catalog that contains the training data.
    database_name str
    The Glue database that contains the training data.
    table_name str
    The Glue table that contains the training data.
    catalog_id str
    The Glue catalog that contains the training data.
    databaseName String
    The Glue database that contains the training data.
    tableName String
    The Glue table that contains the training data.
    catalogId String
    The Glue catalog that contains the training data.

    TrainingDatasetStatus, TrainingDatasetStatusArgs

    Active
    ACTIVE
    TrainingDatasetStatusActive
    ACTIVE
    Active
    ACTIVE
    Active
    ACTIVE
    ACTIVE
    ACTIVE
    "ACTIVE"
    ACTIVE

    Package Details

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

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

    AWS Cloud Control v1.26.0 published on Wednesday, Mar 12, 2025 by Pulumi
    pulumi/pulumi-aws-native