Scoping in Python 'for' loops

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名媛妹妹 2020-11-22 03:52

I\'m not asking about Python\'s scoping rules; I understand generally how scoping works in Python for loops. My question is why the design decisions were m

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  • 2020-11-22 04:17

    One of the primary influences for Python is ABC, a language developed in the Netherlands for teaching programming concepts to beginners. Python's creator, Guido van Rossum, worked on ABC for several years in the 1980s. I know almost nothing about ABC, but as it is intended for beginners, I suppose it must have a limited number of scopes, much like early BASICs.

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  • 2020-11-22 04:18

    A really useful case for this is when using enumerate and you want the total count in the end:

    for count, x in enumerate(someiterator, start=1):
        dosomething(count, x)
    print "I did something {0} times".format(count)
    

    Is this necessary? No. But, it sure is convenient.

    Another thing to be aware of: in Python 2, variables in list comprehensions are leaked as well:

    >>> [x**2 for x in range(10)]
    [0, 1, 4, 9, 16, 25, 36, 49, 64, 81]
    >>> x
    9
    

    But, the same does not apply to Python 3.

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  • 2020-11-22 04:26

    For starters, if variables were local to loops, those loops would be useless for most real-world programming.

    In the current situation:

    # Sum the values 0..9
    total = 0
    for foo in xrange(10):
        total = total + foo
    print total
    

    yields 45. Now, consider how assignment works in Python. If loop variables were strictly local:

    # Sum the values 0..9?
    total = 0
    for foo in xrange(10):
        # Create a new integer object with value "total + foo" and bind it to a new
        # loop-local variable named "total".
        total = total + foo
    print total
    

    yields 0, because total inside the loop after the assignment is not the same variable as total outside the loop. This would not be optimal or expected behavior.

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  • 2020-11-22 04:30

    Python does not have blocks, as do some other languages (such as C/C++ or Java). Therefore, scoping unit in Python is a function.

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  • 2020-11-22 04:32

    The likeliest answer is that it just keeps the grammar simple, hasn't been a stumbling block for adoption, and many have been happy with not having to disambiguate the scope to which a name belongs when assigning to it within a loop construct. Variables are not declared within a scope, it is implied by the location of assignment statements. The global keyword exists just for this reason (to signify that assignment is done at a global scope).

    Update

    Here's a good discussion on the topic: http://mail.python.org/pipermail/python-ideas/2008-October/002109.html

    Previous proposals to make for-loop variables local to the loop have stumbled on the problem of existing code that relies on the loop variable keeping its value after exiting the loop, and it seems that this is regarded as a desirable feature.

    In short, you can probably blame it on the Python community :P

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  • 2020-11-22 04:36

    If you have a break statement in the loop (and want to use the iteration value later, perhaps to pick back up, index something, or give status), it saves you one line of code and one assignment, so there's a convenience.

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