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Hi,
as described in the documentation here, you could try changing the serde for the table to the** Amazon Ion Hive SerDe**.
Alternatively, you could keep the JSON file in the the source format, but use an AWS Glue job to quickly create a more compact version using Parquet or ORC data Format, which depending on the size of your data could be quite faster and more cost effective.
Hope this helps,