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Why Does Python\'s `range()` Function Exclude the Final Value?

Barbara Streisand
Release: 2024-11-28 17:24:11
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Why Does Python's `range()` Function Exclude the Final Value?

Why Does Python's Range Function Exclude the End Value?

Python's range() function creates a sequence of numbers that begins with the start parameter and ends just before the end parameter. Users often encounter the unexpected behavior where range(start, end) produces a list excluding the end value.

Reasoning Behind the Exclusion

Contrary to initial impressions, this behavior is not arbitrary. It serves the following purposes:

  • Zero-Based Indexing: Programming conventions commonly employ zero-based indexing, where the first element is accessed at index 0. Range() adheres to this convention by excluding the end value to ensure that the length of the generated sequence matches the specified end - start.
  • Looping Convenience: Many iterate through sequences using for loops that reference the length of the sequence. If range() included the end value, the loop would need to subtract 1 from the length, which would increase coding complexity.

Alternative Solutions

For cases where the end value must be included, Python provides options:

  • Modifying Range Start: range(start - 1, end) will produce a sequence that includes the end value.
  • Custom Range Function: One can define a custom function to create ranges that include the end value. For example:
def inclusive_range(start, end):
    return range(start, end + 1)
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