Question 61

What is the main difference between AUTO LOADER and COPY INTO?
  • Question 62

    A data engineering team needs to query a Delta table to extract rows that all meet the same condi-tion.
    However, the team has noticed that the query is running slowly. The team has already tuned the size of the
    data files. Upon investigating, the team has concluded that the rows meeting the condition are sparsely located
    throughout each of the data files.
    Based on the scenario, which of the following optimization techniques could speed up the query?
  • Question 63

    A data engineer wants to horizontally combine two tables as a part of a query. They want to use a shared
    column as a key column, and they only want the query result to contain rows whose value in the key column is
    present in both tables.
    Which of the following SQL commands can they use to accomplish this task?
  • Question 64

    A data engineer needs to capture pipeline settings from an existing in the workspace, and use them to create and version a JSON file to create a new pipeline.
    Which command should the data engineer enter in a web terminal configured with the Databricks CLI?
  • Question 65

    Which of the following describes a benefit of a data lakehouse that is unavailable in a traditional data
    warehouse?