Every time new data is appended to an existing Delta table, a new Parquet file is generated. This allows data to be ingested incrementally without having to rewrite the entire dataset.
As files accumulate, read operations may surge. The compact function merges small files into larger ones, enhancing scanning performance.
Combining incremental processing with the compact function enables efficient data updates and scans as your dataset expands.
