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Hi Sarbajit,
This is what I found as per AWS Whitepaper. https://docs.aws.amazon.com/cli/latest/reference/redshift/restore-table-from-cluster-snapshot.html **--source-schema-name (string)
The name of the source schema that contains the table to restore from. If you do not specify a SourceSchemaName value, the default is public .**
As well you can view the of all schemas on available on Redshift, via querying the PG_NAMESPACE. I'm assuming its must be postgres. So PostgreSQL queries must work here. select *from pg_namespace. https://docs.aws.amazon.com/redshift/latest/dg/r_Schemas_and_tables.html
Conclusion: As per the above docs, it seems you need to backup your existing schema(may be snapshot) but while restoring you have to target the schema only.
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