# Supported code generation abilities
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 The following are the combinations of the code generation abilities of Amazon Q data integration.


| Sources and Targets | Transformation | 
| --- | --- | 
| S3 with the following format types: json, csv, parquet, hudi, delta | Drop | 
| AWS Glue Data Catalog | Aggregate | 
| Redlake | DropDuplicates | 
| Amazon DynamoDB | Join | 
| MySQL | Filter | 
| Oracle | RenameColumns | 
| PostgresSQL | FillNull | 
| Microsoft SQL Server | DropNull | 
| Amazon DocumentDB / MongoDB | WithColumns | 
| Snowflake | SQL Query | 
| Google BigQuery | Union | 
| Teradata | Select | 
| Amazon OpenSearch Service |  | 
| Vertica |  | 
| SAP HANA |  | 
| Amazon Redshift |  |