Hi Michael, Thanks for the response and deep insight. Each of my chunk should be at-least 9K (total tradable symbols) * 5 days * (24 bytes per row )= 1 MB per chunk is that too small? This size is very similar what i see the chunk size in chunk_compression_stats(). I agree segmentby symbol might be a bad choice here.