LeetQuiz Logo
Privacy Policy•contact@leetquiz.com
© 2025 LeetQuiz All rights reserved.
Databricks Certified Data Engineer - Associate

Databricks Certified Data Engineer - Associate

Get started today

Ultimate access to all questions.


You are using AUTO LOADER to process millions of files daily and noticed a slowdown in the load process. After scaling up the Databricks cluster, the performance of the Auto Loader did not improve. What is the most effective solution to this issue?

Real Exam




Explanation:

The default value of maxFilesPerTrigger is 1000, which can be increased to a much higher number but will require more compute resources to process. Increasing this value reduces the overhead of individual file discovery and setup, allowing Auto Loader to leverage your scaled-up Databricks cluster more effectively for higher throughput. It's essential to find the right balance; setting it too high might strain resources. Other options like merging files, setting up a second Auto Loader process, copying data to local disk, or deeming Auto Loader unsuitable are not the most direct or scalable solutions for this scenario.

Powered ByGPT-5