AWS::SageMaker::ProcessingJob RedshiftDatasetDefinition - Amazon CloudFormation
SyntaxProperties
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AWS::SageMaker::ProcessingJob RedshiftDatasetDefinition

Configuration for Redshift Dataset Definition input.

Syntax

To declare this entity in your Amazon CloudFormation template, use the following syntax:

JSON

{
  "ClusterId" : String,
  "ClusterRoleArn" : String,
  "Database" : String,
  "DbUser" : String,
  "KmsKeyId" : String,
  "OutputCompression" : String,
  "OutputFormat" : String,
  "OutputS3Uri" : String,
  "QueryString" : String
}

YAML

  ClusterId: String
  ClusterRoleArn: String
  Database: String
  DbUser: String
  KmsKeyId: String
  OutputCompression: String
  OutputFormat: String
  OutputS3Uri: String
  QueryString: 
    String

Properties

ClusterId

The Redshift cluster Identifier.

Required: Yes

Type: String

Pattern: .*

Maximum: 63

Update requires: Replacement

ClusterRoleArn

The IAM role attached to your Redshift cluster that Amazon SageMaker uses to generate datasets.

Required: Yes

Type: String

Pattern: arn:aws[a-z\-]*:iam::\d{12}:role/?[a-zA-Z_0-9+=,.@\-_/]+

Minimum: 20

Maximum: 2048

Update requires: Replacement

Database

The name of the Redshift database used in Redshift query execution.

Required: Yes

Type: String

Pattern: .*

Maximum: 64

Update requires: Replacement

DbUser

The database user name used in Redshift query execution.

Required: Yes

Type: String

Pattern: .*

Maximum: 128

Update requires: Replacement

KmsKeyId

The Amazon Key Management Service (Amazon KMS) key that Amazon SageMaker uses to encrypt data from a Redshift execution.

Required: No

Type: String

Pattern: [a-zA-Z0-9:/_-]*

Minimum: 0

Maximum: 2048

Update requires: Replacement

OutputCompression

The compression used for Redshift query results.

Required: No

Type: String

Allowed values: None | GZIP | SNAPPY | ZSTD | BZIP2

Update requires: Replacement

OutputFormat

The data storage format for Redshift query results.

Required: Yes

Type: String

Allowed values: PARQUET | CSV

Update requires: Replacement

OutputS3Uri

The location in Amazon S3 where the Redshift query results are stored.

Required: Yes

Type: String

Pattern: (https|s3)://([^/]+)/?(.*)

Minimum: 0

Maximum: 1024

Update requires: Replacement

QueryString

The SQL query statements to be executed.

Required: Yes

Type: String

Pattern: [\s\S]+

Maximum: 4096

Update requires: Replacement