Well, it&#x27;s only a few PB a year.  But, I&#x27;ll say that 20 TB is the higher bound per day.  It&#x27;s seasonal, and maybe the average is 10 TB per day.<p>Personally, I&#x27;ve found the best results with bZip2.  But, we use LZO and LZ4 and even Snappy for different things.<p>Spark is money, but we&#x27;ve forked it to make several important customization &#x2F; enhancements.  We have proprietary indexing, and we do all of our processing in-memory, of course.<p>Oh, and some of our data is sharded in Redshift.  Redshift works well with GZip, so we do use it there.  But, that particular part of our warehouse (or data lake, or whatever you call it these days) has much less data than we ingest since we reduce a lot.