1Reduce(3) User Contributed Perl Documentation Reduce(3)
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6 PDL::Reduce -- a "reduce" function for PDL
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9 Many languages have a "reduce" function used to reduce the rank of an
10 N-D array by one. It works by applying a selected operation along a
11 specified dimension. This module implements such a function for PDL by
12 providing a simplified interface to the existing projection functions
13 (e.g. "sumover", "maximum", "average", etc).
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16 use PDL::Reduce;
17 $x = sequence 5,5;
18 # reduce by adding all
19 # elements along 2nd dimension
20 $y = $x->reduce('add',1);
21 @ops = $x->canreduce; # return a list of all allowed operations
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24 reduce
25 reduce dimension of ndarray by one by applying an operation along the
26 specified dimension
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28 $x = sequence 5,5;
29 # reduce by adding all
30 # elements along 2nd dimension
31 $y = $x->reduce('add',1);
32 $y = $x->reduce('plus',1);
33 $y = $x->reduce('+',1); # three ways to do the same thing
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35 [ As an aside: if you are familiar with broadcasting you will see that
36 this is actually the same as
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38 $y = $x->mv(1,0)->sumover
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40 ]
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42 NOTE: You should quote the name of the operation (1st arg) that you
43 want "reduce" to perform. This is important since some of the names are
44 identical to the names of the actual PDL functions which might be
45 imported into your namespace. And you definitely want a string as
46 argument, not a function invocation! For example, this will probably
47 fail:
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49 $y = $x->reduce(avg,1); # gives an error from invocation of 'avg'
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51 Rather use
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53 $y = $x->reduce('avg',1);
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55 "reduce" provides a simple and unified interface to the projection
56 functions and makes people coming from other data/array languages
57 hopefully feel more at home.
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59 $result = $pdl->reduce($operation [,@dims]);
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61 "reduce" applies the named operation along the specified dimension(s)
62 reducing the input ndarray dimension by as many dimensions as supplied
63 as arguments. If the dimension(s) argument is omitted the operation is
64 applied along the first dimension. To get a list of valid operations
65 see "canreduce".
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67 NOTE - new power user feature: you can now supply a code reference as
68 operation to reduce with.
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70 # reduce by summing over dims 0 and 2
71 $result = $pdl->reduce(\&sumover, 0, 2);
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73 It is your responsibility to ensure that this is indeed a PDL
74 projection operation that turns vectors into scalars! You have been
75 warned.
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77 canreduce
78 return list of valid named "reduce" operations Some common operations
79 can be accessed using a number of names, e.g. '+', "add" and "plus" all
80 sum the elements along the chosen dimension.
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82 @ops = PDL->canreduce;
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84 This list is useful if you want to make sure which operations can be
85 used with "reduce".
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88 Copyright (C) 2000 Christian Soeller (c.soeller@auckland.ac.nz). All
89 rights reserved. There is no warranty. You are allowed to redistribute
90 this software / documentation under certain conditions. For details,
91 see the file COPYING in the PDL distribution. If this file is separated
92 from the PDL distribution, the copyright notice should be included in
93 the file.
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97perl v5.34.0 2022-02-28 Reduce(3)