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Add a block about function arguments
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@@ -11,7 +11,7 @@ complete set of Code Style guidelines and "Pythonic" idioms.
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On the opposite, when a veteran Python developper (a Pythonistas) point to some
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parts of a code and say it is not "Pythonic", it usually means that these lines
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of code do not follow the common guidelines and fail to express the intent is
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of code do not follow the common guidelines and fail to express the intent in
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what is considered the best (hear: most readable) way.
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On some border cases, no best way has been agreed upon on how to express
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@@ -79,6 +79,85 @@ it is bad practice to have two disjoint statements on the same line.
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if cond1 and cond2:
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# do something
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Function arguments
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~~~~~~~~~~~~~~~~~~
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Arguments can be passed to functions in four different ways.
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**Positional arguments** are mandatory and have no default values. They are the
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simplest form of arguments and they can be used for the few function arguments
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that are fully part of the functions meaning and their order is natural. For
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instance, in ``send(message, recipient)`` or ``point(x, y)`` the user of the
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function has no difficulty to remember that those two function require two
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arguments, and in which order.
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In those two cases, it is possible to use argument names when calling the functions
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and, doing so, it is possible to switch the order of arguments, calling for instance
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``send(recipient='World', message='Hello')`` and ``point(y=2, x=1)`` but this
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reduce readability and is unnecessarily verbose, compared to the more straightforward
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calls to ``send('Hello', 'World')`` and ``point(1, 2)``.
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**Keyword arguments** are not mandatory and have default values. They are often
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used for optional parameters sent to the function. When a function has more than
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two or three positional parameters, its signature will be more difficult to remember
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and using keyword argument with default values is helpful. For instance, a more
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complete ``send`` function could be defined as ``send(message, to, cc=None, bcc=None)``.
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Here ``cc`` and ``bcc`` are optional, and evaluate to ``None`` when the are not
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passed another value.
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Calling a function with keyword arguments can be done in multiple ways in Python,
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for example it is possible to follow the order of arguments in the definition without
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explicitely naming the arguments, like in ``send('Hello', 'World', 'Cthulhu`, 'God')``,
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sending a blank carbon copy to God. It would also be possible to name arguments in
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another order, like in ``send('Hello again', 'World', bcc='God', cc='Cthulhu')``.
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Those two possibilities are better avoided whitout any strong reason to not
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follow the syntax that is the closest to the function definition: ``send('Hello',
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'World', cc='Cthulhu', bcc='God')``.
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As a side note, following YAGNI_ principle, it is often harder to remove an
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optional argument (and its logic inside the function) that was added "just in
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case" and is seemingly never used, than to add a new optional argument and its
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logic when needed.
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The **arbitrary argument list** is the third way to pass arguments to a
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function. If the function intention is better expressed by a signature with an
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extensible number of positional arguments, it can be defined with the ``*args``
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constructs. In the function body, ``args`` will be a tuple of all the
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remaining positional arguments. For example, ``send(message, *args)`` can be
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called with each recipient as an argument: ``send('Hello', 'God', 'Mom',
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'Cthulhu')``, and in the function body ``args`` will be equal to ``('God',
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'Mom', 'Cthulhu')``.
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However, this construct has some drawback and should be used with caution. If a
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function receives a list of arguments of the same nature, it is often more
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clear to define it as a function of one argument, that argument being a list or
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any sequence. Here, if ``send`` has multiple recipients, it is better to define
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it explicitely: ``send(message, recipients)`` and call it with ``send('Hello',
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['God', 'Mom', 'Cthulhu'])``. This way, the user of the function can manipulate
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the recipient list as a list beforhand, and it opens the possibility to pass
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any sequence, inculding iterators, that cannot be unpacked as other sequences.
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The **arbitrary keyword argument dictionary** is the last way to pass arguments
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to functions. If the function requires an undetermined serie of named
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arguments, it is possible to used the ``**kwargs`` construct. In the function
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body, ``kwargs`` will be a dictionary of all the passed named arguments that
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have not been caught be other keyword argument in the function signature.
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The same caution as in the case of *arbitrary argument list* is necessary, for
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similar reasons: these powerful techniques are to be used when there is a
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proven necessity to use them, and they should not be used if the simpler and
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clearer construct is sufficient to express the function's intention.
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It is up to the programmer writing the function to determine which arguments
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are positional argmuents and which are optional keyword arguments, and to
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decide wheter to use the advanced techniques of arbitrary argument passing. If
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the advices above are followed wisely, it is possible and enjoyable to write
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Python functions that are:
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* easy to read (the name and arguments need no explanations)
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* easy to change (adding a new keyword argument do not break other parts of the
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code)
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Avoid the magical wand
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~~~~~~~~~~~~~~~~~~~~~~
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