Which of the following data lakehouse features results in improved data quality over a traditional data lake?
Select an option, then click Submit answer.
Reference / correct answer:
A data lakehouse supports ACID-compliant transactions.
Most accepted answer: B. A data lakehouse supports ACID-compliant transactions.
Community votes: B=15
Selected Answer: B Option B - ACID Properties Source: https://www.databricks.com/blog/2021/08/30/frequently-asked-questions-about-the-data-lakehouse.html#five -> "Lakehouse tackles the fundamental issues that make data swamps out of data lakes. It adds ACID transactions to ensure consistency as multiple parties concurrently read or write data." upvoted 17 times
Selected Answer: B B. A data lakehouse supports ACID-compliant transactions. One of the key features of a data lakehouse that results in improved data quality over a traditional data lake is its support for ACID (Atomicity, Consistency, Isolation, Durability) transactions. ACID transactions provide data integrity and consistency guarantees, ensuring that operations on the data are reliable and that data is not left in an inconsistent state due to failures or concurrent access. In a traditional data lake, such transactional guarantees are often lacking, making it challenging to maintain data quality, especially in scenarios involving multiple data writes, updates, or complex transformations. A data lakehouse, by offering ACID compliance, helps maintain data quality by providing strong consistency and reliability, which is crucial for data pipelines and analytics. upvoted 13 times
Selected Answer: B option B upvoted 1 times
Selected Answer: B Based on options for improving data quality, ACID Properties is the correct option. upvoted 1 times
Selected Answer: B Data Lakehouse supports ACID- compliant transactions natively upvoted 2 times