Câu 11: Databricks Certified Data Engineer Professional

Which statement describes Delta Lake Auto Compaction?

1. A. An asynchronous job runs after the write completes to detect if files could be further compacted; if yes, an OPTIMIZE job is executed toward a default of 1 GB.
2. B. Before a Jobs cluster terminates, OPTIMIZE is executed on all tables modified during the most recent job.
3. C. Optimized writes use logical partitions instead of directory partitions; because partition boundaries are only represented in metadata, fewer small files are written.
4. D. Data is queued in a messaging bus instead of committing data directly to memory; all data is committed from the messaging bus in one batch once the job is complete.
5. E. An asynchronous job runs after the write completes to detect if files could be further compacted; if yes, an OPTIMIZE job is executed toward a default of 128 MB. — đáp án hiện tại