Is it compulsory to convert glue dynamic frame to convert to spark dataframe before writing to snowflake?

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Is it always necessary to convert glue dynamic frame to spark dataframe before writing to snowflake? I didn't find any other way anywhere. This conversion for 20 million records is taking most of the time. Writing only takes 2 mins.

Has anyone done this like writing the dynamic frame directly to snowflake? Also learnt AWS Glue doesn't support JDBC connect to Snowflake. So giving connect details in job parameters.

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