Which format to use to gain data from central data platform to provide it with large file access by business users with SQL?

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Actually it's a question from the quiz. I didn't get the topic fully so seeking for some thoughts to help me to understand this. The correct variant is to use Parquet but I have no ideas why. I answered Tencent Iceberg because saw it support SQL commands but this is not the correct answer.

Which format would you suggest in the following scenario: you have a central data platform with necessary data already ingested and have to provide data for large file access by business users (basically, you aggregate various data and give a file for consumption) and business users have basic understanding of SQL only?

Possible variants:

✔️ Parquet ⚪ Uber Hudi ⚪ Databricks Delta ⚪ Tencent Iceberg ⚪ Any of the above

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