Embulk

Loads data in parallel for high performance with large datasets, directly addressing efficiency in data transfers as highlighted in the key features.

Supports numerous input, output, filter, and formatter plugins through a public directory, enabling easy integration with diverse systems like databases and cloud services.

Allows resuming failed data transfers from interruption points using the -r option, ensuring reliability in batch processes as documented in the README.

Facilitates version management and dependency isolation with plugin bundles via the 'embulk mkbundle' command, making workflows more maintainable across environments.