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Asked: September 22, 20242024-09-22T20:33:18+05:30 2024-09-22T20:33:18+05:30In: Python

What is the reason behind the behavior of range objects in Python, particularly why range(start, end) includes the start value but excludes the end value?

anonymous user

Hey everyone! I’ve been diving into Python and stumbled upon an interesting quirk regarding range objects. You know how when you create a range using `range(start, end)`, it includes the start value but excludes the end value? I’ve been trying to wrap my head around why it works this way.

Does anyone have insights into the reasoning behind this design choice? It seems a bit counterintuitive at first glance! I’m really curious to hear your thoughts and maybe some examples to illustrate it better. Let’s discuss!

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    1. anonymous user
      2024-09-22T20:33:18+05:30Added an answer on September 22, 2024 at 8:33 pm






      Discussion on Python Range Object

      Understanding Python’s Range Object

      Hey there!

      I’m also pretty new to Python and I’ve been wondering about the design choice behind the `range(start, end)` function. It does seem a bit odd that it includes the start value and excludes the end value.

      One idea I have is that this design makes it easier to work with loops. For example, if you want to iterate over a certain number of times, you can use it without worrying about off-by-one errors. Like in a typical for loop:

      for i in range(0, 5):

      This loop will run with values 0, 1, 2, 3, and 4, which is 5 iterations. If it were to include the end value, you would have to do extra math to get it right. This way, the number of iterations matches exactly with the input range.

      Additionally, when you define a range, being able to easily calculate the length of the range is handy. You can do something like:

      len(range(0, 5))  # This returns 5

      Which tells you how many numbers are included in the range! If it included the end value, the length would just be one more than it seems it should be.

      In summary, I think it’s a design choice made for convenience and to reduce errors in common use cases like loops and accessing elements in lists. It feels a little strange at first, but it starts to make sense with practice!

      I’d love to hear other thoughts or examples from anyone else!


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    2. anonymous user
      2024-09-22T20:33:19+05:30Added an answer on September 22, 2024 at 8:33 pm


      The design choice of having the `range` function include the start value while excluding the end value is rooted in several programming principles that promote simplicity and efficiency. One of the main reasons is to align with mathematical conventions in interval definition, where intervals are often represented as [a, b) meaning “a inclusive and b exclusive.” This distinction simplifies various loop constructs, particularly when the range is used in conjunction with indexing or slicing operations, where the start index is inclusive and the end index is exclusive. This ensures that when iterating, you have a clear boundary between the last valid index and the termination condition of the loop, which can help prevent off-by-one errors that can occur in other programming languages.

      Moreover, considering practical applications, exclusivity of the end value facilitates operations such as partitioning and chunking data. For example, if you’re processing data in segments, specifying ranges that exclude the end value allows you to easily define sub-ranges or handle overlaps seamlessly. Here’s a simple illustration: if you use `range(0, 5)` in a loop, it produces 0, 1, 2, 3, and 4, making it perfect for iterating five times, while still adhering to zero-based indexing common in Python. When working with larger datasets or complex algorithms, having these clear and predictable boundaries proves immensely beneficial in developing efficient code.


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