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Consolidate your file operations into batches using a single SFTP connection for downloading and deleting multiple files at once, reducing the overhead of establishing numerous connections. This can significantly improve efficiency and reduce the overall processing time.
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SFTP connectors (service offered by AWS) doesn't allow batch file operations or delete capabilities. I've reviewed the documentation available.