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CERTIFIED-DATA-ENGINEER-PROFESSIONAL · Question #10

CERTIFIED-DATA-ENGINEER-PROFESSIONAL Question #10: Real Exam Question with Answer & Explanation

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Delta Lake Performance Optimization

Question

A Delta table of weather records is partitioned by date and has the below schema: date DATE, device_id INT, temp FLOAT, latitude FLOAT, longitude FLOAT To find all the records from within the Arctic Circle, you execute a query with the below filter: latitude > 66.3 Which statement describes how the Delta engine identifies which files to load?

Options

  • AAll records are cached to an operational database and then the filter is applied
  • BThe Parquet file footers are scanned for min and max statistics for the latitude column
  • CAll records are cached to attached storage and then the filter is applied
  • DThe Delta log is scanned for min and max statistics for the latitude column
  • EThe Hive metastore is scanned for min and max statistics for the latitude column

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Topics

#Delta Lake#Data Skipping#Query Optimization#Metadata Management
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