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Data Interview Question

Between UNION and UNION ALL

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Answer

When working with SQL, it's crucial to understand the difference between UNION and UNION ALL as they both play a vital role in combining result sets from two or more SELECT statements into a single result set. Here's a detailed explanation:

UNION

  • Functionality:
    • The UNION operator is used to combine the results of two or more SELECT statements into a single result set.
    • It automatically removes any duplicate records from the combined result set, ensuring that only unique rows are returned.
  • Usage:
    • Ideal for scenarios where you need a distinct list of records from multiple queries.
  • Performance:
    • Since UNION performs a distinct operation to eliminate duplicates, it may be slower compared to UNION ALL due to the additional computation required.
  • Syntax:
    SELECT column1, column2, ... FROM table1
    UNION
    SELECT column1, column2, ... FROM table2;
    

UNION ALL

  • Functionality:
    • The UNION ALL operator also combines the results of two or more SELECT statements.
    • Unlike UNION, it does not remove duplicates; it includes all records from the combined result set, regardless of duplicates.
  • Usage:
    • Suitable for situations where duplicates are acceptable or required, such as when you need a complete list of records, including duplicates.
  • Performance:
    • Generally faster than UNION because it skips the step of checking for and removing duplicates.
  • Syntax:
    SELECT column1, column2, ... FROM table1
    UNION ALL
    SELECT column1, column2, ... FROM table2;
    

Key Differences

  • Duplicates:
    • UNION eliminates duplicate rows, ensuring all entries in the result set are unique.
    • UNION ALL retains all rows, including duplicates.
  • Performance:
    • UNION may have slower performance due to the overhead of removing duplicates.
    • UNION ALL tends to perform faster as it skips the duplicate removal step.

Considerations

  • When deciding between UNION and UNION ALL, consider the need for unique results versus the need for complete data representation.
  • Always ensure that the SELECT statements used in either UNION or UNION ALL have the same number of columns and compatible data types for successful execution.

By understanding these differences, you can make informed decisions on which operator to use based on the specific requirements of your data analysis or reporting tasks.