Exam DP-700 Topic 1 Question 44 Discussion

Actual exam question for Microsoft's DP-700 exam
Question #: 44
Topic #: 1
You have a Fabric workspace that contains a lakehouse and a notebook named Notebook1. Notebook1 reads data into a DataFrame from a table named Table1 and applies transformation logic. The data from the DataFrame is then written to a new Delta table named Table2 by using a merge operation.
You need to consolidate the underlying Parquet files in Table1.
Which command should you run?

Suggested Answer: C Vote an answer

To consolidate the underlying Parquet files in Table1 and improve query performance by optimizing the data layout, you should use the OPTIMIZE command in Delta Lake. The OPTIMIZE command coalesces smaller files into larger ones and reorganizes the data for more efficient reads. This is particularly useful when working with large datasets in Delta tables, as it helps reduce the number of files and improves performance for subsequent queries or operations like MERGE.

by Rex at Feb 19, 2025, 05:41 AM

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consdev0
2025-12-25 04:12:14
Selected Answer: C
The OPTIMIZE command consolidates these small Parquet files into larger files, improving read efficiency and query performance.
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