Welcome to ExamTopics
ExamTopics Logo
- Expert Verified, Online, Free.
exam questions

Exam Certified Data Engineer Professional All Questions

View all questions & answers for the Certified Data Engineer Professional exam

Exam Certified Data Engineer Professional topic 1 question 140 discussion

Actual exam question from Databricks's Certified Data Engineer Professional
Question #: 140
Topic #: 1
[All Certified Data Engineer Professional Questions]

Which statement describes Delta Lake optimized writes?

  • A. Before a Jobs cluster terminates, OPTIMIZE is executed on all tables modified during the most recent job.
  • B. 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.
  • C. A shuffle occurs prior to writing to try to group similar data together resulting in fewer files instead of each executor writing multiple files based on directory partitions.
  • D. Optimized writes use logical partitions instead of directory partitions; because partition boundaries are only represented in metadata, fewer small files are written.
Show Suggested Answer Hide Answer
Suggested Answer: C 🗳️

Comments

Chosen Answer:
This is a voting comment (?) , you can switch to a simple comment.
Switch to a voting comment New
benni_ale
2 weeks, 4 days ago
Selected Answer: C
C thanks
upvoted 1 times
...
Farid77
1 month, 2 weeks ago
B is correct. C is wrong OPTIMIZE is a separate process from write.
upvoted 1 times
...
vexor3
4 months, 1 week ago
Selected Answer: C
C is correct
upvoted 2 times
only_vimal
3 months, 3 weeks ago
Please provide your input to Questions 144,145,146,147,149 also. Thanks in advance
upvoted 1 times
...
...
Community vote distribution
A (35%)
C (25%)
B (20%)
Other
Most Voted
A voting comment increases the vote count for the chosen answer by one.

Upvoting a comment with a selected answer will also increase the vote count towards that answer by one. So if you see a comment that you already agree with, you can upvote it instead of posting a new comment.

SaveCancel
Loading ...