[Numpy-discussion] multi-comparison expressions
Charles R Harris
charlesr.harris@gmail....
Mon Oct 6 15:58:12 CDT 2008
On Mon, Oct 6, 2008 at 1:59 PM, Robert Kern <robert.kern@gmail.com> wrote:
> On Mon, Oct 6, 2008 at 14:32, John <john@saponara.net> wrote:
> > hi,
> >
> > why does the ValueError appear below, and how can i make that 2<a<5
> > expression work when a is an array?
>
> (2<a<5) evaluates to ((2<a) and (a<5)). The "and" keyword coerces its
> arguments to actual boolean True or False objects, so this is actually
> (bool(2<a) and bool(a<5)). Arrays implement rich comparisons, so if
> 'a' is an array, then (2<a) is an array of bools. bool(some_array) is
> ambiguous; sometimes you want it to be True if any of the elements are
> True and sometimes you only want it to be True if all of the elements
> are True. Consequently, numpy refuses to guess what you want and makes
> you specify with the .any() and .all() methods. Unfortunately, this
> means that (2<a<5) will never work for arrays.
>
This reminds me that if we add matrix operators to python it would also be
nice to have some for the logical operators. Having && and || would be
handy.
Chuck
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