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Due to high i/o cost we want to migrate from aurora(Postgres engine) to Postgres. Is there any way to do this. If no is rebuilding the entire dataset is the only option?

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There are a couple of options you can look into for this migration:

If the above options are unsuccessful, you can try to re-build with a native dump and restore which could be a more time taking process.

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