RedshiftDatasetDefinition

The Redshift cluster Identifier.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 63.

Pattern: .*

Required: Yes

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

Type: String

Length Constraints: Minimum length of 20. Maximum length of 2048.

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

Required: Yes

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

Type: String

Length Constraints: Minimum length of 1. Maximum length of 64.

Pattern: .*

Required: Yes

The database user name used in Redshift query execution.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 128.

Pattern: .*

Required: Yes

The data storage format for Redshift query results.

Type: String

Valid Values: PARQUET | CSV

Required: Yes

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

Type: String

Length Constraints: Maximum length of 1024.

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

Required: Yes

The SQL query statements to be executed.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 4096.

Pattern: [\s\S]+

Required: Yes

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

Type: String

Length Constraints: Maximum length of 2048.

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

Required: No

The compression used for Redshift query results.

Type: String

Valid Values: None | GZIP | BZIP2 | ZSTD | SNAPPY

Required: No