Operation Tables#

This module implements general operation tables, which are very matrix-like.

class sage.matrix.operation_table.OperationTable(S, operation, names='letters', elements=None)#

Bases: SageObject

An object that represents a binary operation as a table.

Primarily this object is used to provide a multiplication_table() for objects in the category of magmas (monoids, groups, …) and addition_table() for objects in the category of commutative additive magmas (additive monoids, groups, …).

INPUT:

  • S - a finite algebraic structure (or finite iterable)

  • operation - a function of two variables that accepts pairs

    of elements from S. A natural source of such functions is the Python operator module, and in particular operator.add() and operator.mul(). This may also be a function defined with lambda or def.

  • names - (default: 'letters') The type of names used, values are:

    • 'letters' - lowercase ASCII letters are used for a base 26 representation of the elements’ positions in the list given by column_keys(), padded to a common width with leading ‘a’s.

    • 'digits' - base 10 representation of the elements’ positions in the list given by column_keys(), padded to a common width with leading zeros.

    • 'elements' - the string representations of the elements themselves.

    • a list - a list of strings, where the length of the list equals the number of elements.

  • elements - (default: None) A list of elements of S, in forms that can be coerced into the structure, eg. their string representations. This may be used to impose an alternate ordering on the elements of \(S`\), perhaps when this is used in the context of a particular structure. The default is to use whatever ordering the S.list() method returns. \(elements`\) can also be a subset which is closed under the operation, useful perhaps when the set is infinite.

OUTPUT: An object with methods that abstracts multiplication tables, addition tables, Cayley tables, etc. It should be general enough to be useful for any finite algebraic structure whose elements can be combined with a binary operation. This is not necessarily meant be constructed directly, but instead should be useful for constructing operation tables of various algebraic structures that have binary operations.

EXAMPLES:

In its most basic use, the table needs a structure and an operation:

sage: from sage.matrix.operation_table import OperationTable
sage: G=SymmetricGroup(3)
sage: OperationTable(G, operation=operator.mul)
*  a b c d e f
 +------------
a| a b c d e f
b| b a d c f e
c| c e a f b d
d| d f b e a c
e| e c f a d b
f| f d e b c a

With two operations present, we can specify which operation we want:

sage: from sage.matrix.operation_table import OperationTable
sage: R=Integers(6)
sage: OperationTable(R, operation=operator.add)
+  a b c d e f
 +------------
a| a b c d e f
b| b c d e f a
c| c d e f a b
d| d e f a b c
e| e f a b c d
f| f a b c d e

The default symbol set for elements is lowercase ASCII letters, which take on a base 26 flavor for structures with more than 26 elements.

sage: from sage.matrix.operation_table import OperationTable
sage: G=DihedralGroup(14)
sage: OperationTable(G, operator.mul, names='letters')
 *  aa ab ac ad ae af ag ah ai aj ak al am an ao ap aq ar as at au av aw ax ay az ba bb
  +------------------------------------------------------------------------------------
aa| aa ab ac ad ae af ag ah ai aj ak al am an ao ap aq ar as at au av aw ax ay az ba bb
ab| ab aa ad ac af ae ah ag aj ai al ak an am ap ao ar aq at as av au ax aw az ay bb ba
ac| ac ba aa ae ad ag af ai ah ak aj am al ao an aq ap as ar au at aw av ay ax bb ab az
ad| ad bb ab af ac ah ae aj ag al ai an ak ap am ar ao at aq av as ax au az aw ba aa ay
ae| ae az ba ag aa ai ad ak af am ah ao aj aq al as an au ap aw ar ay at bb av ab ac ax
af| af ay bb ah ab aj ac al ae an ag ap ai ar ak at am av ao ax aq az as ba au aa ad aw
ag| ag ax az ai ba ak aa am ad ao af aq ah as aj au al aw an ay ap bb ar ab at ac ae av
ah| ah aw ay aj bb al ab an ac ap ae ar ag at ai av ak ax am az ao ba aq aa as ad af au
ai| ai av ax ak az am ba ao aa aq ad as af au ah aw aj ay al bb an ab ap ac ar ae ag at
aj| aj au aw al ay an bb ap ab ar ac at ae av ag ax ai az ak ba am aa ao ad aq af ah as
ak| ak at av am ax ao az aq ba as aa au ad aw af ay ah bb aj ab al ac an ae ap ag ai ar
al| al as au an aw ap ay ar bb at ab av ac ax ae az ag ba ai aa ak ad am af ao ah aj aq
am| am ar at ao av aq ax as az au ba aw aa ay ad bb af ab ah ac aj ae al ag an ai ak ap
an| an aq as ap au ar aw at ay av bb ax ab az ac ba ae aa ag ad ai af ak ah am aj al ao
ao| ao ap ar aq at as av au ax aw az ay ba bb aa ab ad ac af ae ah ag aj ai al ak am an
ap| ap ao aq ar as at au av aw ax ay az bb ba ab aa ac ad ae af ag ah ai aj ak al an am
aq| aq an ap as ar au at aw av ay ax bb az ab ba ac aa ae ad ag af ai ah ak aj am ao al
ar| ar am ao at aq av as ax au az aw ba ay aa bb ad ab af ac ah ae aj ag al ai an ap ak
as| as al an au ap aw ar ay at bb av ab ax ac az ae ba ag aa ai ad ak af am ah ao aq aj
at| at ak am av ao ax aq az as ba au aa aw ad ay af bb ah ab aj ac al ae an ag ap ar ai
au| au aj al aw an ay ap bb ar ab at ac av ae ax ag az ai ba ak aa am ad ao af aq as ah
av| av ai ak ax am az ao ba aq aa as ad au af aw ah ay aj bb al ab an ac ap ae ar at ag
aw| aw ah aj ay al bb an ab ap ac ar ae at ag av ai ax ak az am ba ao aa aq ad as au af
ax| ax ag ai az ak ba am aa ao ad aq af as ah au aj aw al ay an bb ap ab ar ac at av ae
ay| ay af ah bb aj ab al ac an ae ap ag ar ai at ak av am ax ao az aq ba as aa au aw ad
az| az ae ag ba ai aa ak ad am af ao ah aq aj as al au an aw ap ay ar bb at ab av ax ac
ba| ba ac ae aa ag ad ai af ak ah am aj ao al aq an as ap au ar aw at ay av bb ax az ab
bb| bb ad af ab ah ac aj ae al ag an ai ap ak ar am at ao av aq ax as az au ba aw ay aa

Another symbol set is base 10 digits, padded with leading zeros to make a common width.

sage: from sage.matrix.operation_table import OperationTable
sage: G=AlternatingGroup(4)
sage: OperationTable(G, operator.mul, names='digits')
 *  00 01 02 03 04 05 06 07 08 09 10 11
  +------------------------------------
00| 00 01 02 03 04 05 06 07 08 09 10 11
01| 01 02 00 05 03 04 07 08 06 11 09 10
02| 02 00 01 04 05 03 08 06 07 10 11 09
03| 03 06 09 00 07 10 01 04 11 02 05 08
04| 04 08 10 02 06 11 00 05 09 01 03 07
05| 05 07 11 01 08 09 02 03 10 00 04 06
06| 06 09 03 10 00 07 04 11 01 08 02 05
07| 07 11 05 09 01 08 03 10 02 06 00 04
08| 08 10 04 11 02 06 05 09 00 07 01 03
09| 09 03 06 07 10 00 11 01 04 05 08 02
10| 10 04 08 06 11 02 09 00 05 03 07 01
11| 11 05 07 08 09 01 10 02 03 04 06 00

If the group’s elements are not too cumbersome, or the group is small, then the string representation of the elements can be used.

sage: from sage.matrix.operation_table import OperationTable
sage: G=AlternatingGroup(3)
sage: OperationTable(G, operator.mul, names='elements')
      *       () (1,2,3) (1,3,2)
       +------------------------
     ()|      () (1,2,3) (1,3,2)
(1,2,3)| (1,2,3) (1,3,2)      ()
(1,3,2)| (1,3,2)      () (1,2,3)

You can give the elements any names you like, but they need to be ordered in the same order as returned by the column_keys() method.

sage: from sage.matrix.operation_table import OperationTable
sage: G = QuaternionGroup()
sage: T = OperationTable(G, operator.mul)
sage: T.column_keys()
((), (1,2,3,4)(5,6,7,8), ..., (1,8,3,6)(2,7,4,5))
sage: names=['1', 'I', '-1', '-I', 'J', '-K', '-J', 'K']
sage: T.change_names(names=names)
sage: sorted(T.translation().items())
[('-1', (1,3)(2,4)(5,7)(6,8)), ..., ('K', (1,8,3,6)(2,7,4,5))]
sage: T
 *   1  I -1 -I  J -K -J  K
  +------------------------
 1|  1  I -1 -I  J -K -J  K
 I|  I -1 -I  1  K  J -K -J
-1| -1 -I  1  I -J  K  J -K
-I| -I  1  I -1 -K -J  K  J
 J|  J -K -J  K -1 -I  1  I
-K| -K -J  K  J  I -1 -I  1
-J| -J  K  J -K  1  I -1 -I
 K|  K  J -K -J -I  1  I -1

With the right functions and a list comprehension, custom names can be easier. A multiplication table for hex digits (without carries):

sage: from sage.matrix.operation_table import OperationTable
sage: R = Integers(16)
sage: names=['{:x}'.format(Integer(a)) for a in R]
sage: OperationTable(R, operation=operator.mul, names=names)
*  0 1 2 3 4 5 6 7 8 9 a b c d e f
 +--------------------------------
0| 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1| 0 1 2 3 4 5 6 7 8 9 a b c d e f
2| 0 2 4 6 8 a c e 0 2 4 6 8 a c e
3| 0 3 6 9 c f 2 5 8 b e 1 4 7 a d
4| 0 4 8 c 0 4 8 c 0 4 8 c 0 4 8 c
5| 0 5 a f 4 9 e 3 8 d 2 7 c 1 6 b
6| 0 6 c 2 8 e 4 a 0 6 c 2 8 e 4 a
7| 0 7 e 5 c 3 a 1 8 f 6 d 4 b 2 9
8| 0 8 0 8 0 8 0 8 0 8 0 8 0 8 0 8
9| 0 9 2 b 4 d 6 f 8 1 a 3 c 5 e 7
a| 0 a 4 e 8 2 c 6 0 a 4 e 8 2 c 6
b| 0 b 6 1 c 7 2 d 8 3 e 9 4 f a 5
c| 0 c 8 4 0 c 8 4 0 c 8 4 0 c 8 4
d| 0 d a 7 4 1 e b 8 5 2 f c 9 6 3
e| 0 e c a 8 6 4 2 0 e c a 8 6 4 2
f| 0 f e d c b a 9 8 7 6 5 4 3 2 1

This should be flexible enough to create a variety of such tables.

sage: from sage.matrix.operation_table import OperationTable
sage: from operator import xor
sage: T=OperationTable(ZZ, xor, elements=range(8))
sage: T
.  a b c d e f g h
 +----------------
a| a b c d e f g h
b| b a d c f e h g
c| c d a b g h e f
d| d c b a h g f e
e| e f g h a b c d
f| f e h g b a d c
g| g h e f c d a b
h| h g f e d c b a
sage: names=['000', '001','010','011','100','101','110','111']
sage: T.change_names(names)
sage: T.set_print_symbols('^', '\\land')
sage: T
  ^  000 001 010 011 100 101 110 111
   +--------------------------------
000| 000 001 010 011 100 101 110 111
001| 001 000 011 010 101 100 111 110
010| 010 011 000 001 110 111 100 101
011| 011 010 001 000 111 110 101 100
100| 100 101 110 111 000 001 010 011
101| 101 100 111 110 001 000 011 010
110| 110 111 100 101 010 011 000 001
111| 111 110 101 100 011 010 001 000

sage: T = OperationTable([False, True], operator.or_, names = 'elements')
sage: T
    .  False  True
     +------------
False| False  True
 True|  True  True

AUTHORS:

  • Rob Beezer (2010-03-15)

  • Bruno Edwards (2022-10-31)

class ReprOverrideLinearSegmentedColormap(name, segmentdata, N=256, gamma=1.0)#

Bases: LinearSegmentedColormap

change_names(names)#

For an existing operation table, change the names used for the elements.

INPUT:

  • names - the type of names used, values are:

    • 'letters' - lowercase ASCII letters are used for a base 26 representation of the elements’ positions in the list given by list(), padded to a common width with leading ‘a’s.

    • 'digits' - base 10 representation of the elements’ positions in the list given by list(), padded to a common width with leading zeros.

    • 'elements' - the string representations of the elements themselves.

    • a list - a list of strings, where the length of the list equals the number of elements.

OUTPUT: None. This method changes the table “in-place”, so any printed version will change and the output of the dict() will also change. So any items of interest about a particular table need to be copied/saved prior to calling this method.

EXAMPLES:

More examples can be found in the documentation for OperationTable since creating a new operation table uses the same routine.

sage: from sage.matrix.operation_table import OperationTable
sage: D=DihedralGroup(2)
sage: T=OperationTable(D, operator.mul)
sage: T
*  a b c d
 +--------
a| a b c d
b| b a d c
c| c d a b
d| d c b a
sage: T.translation()['c']
(1,2)
sage: T.change_names('digits')
sage: T
*  0 1 2 3
 +--------
0| 0 1 2 3
1| 1 0 3 2
2| 2 3 0 1
3| 3 2 1 0
sage: T.translation()['2']
(1,2)
sage: T.change_names('elements')
sage: T
         *          ()      (3,4)      (1,2) (1,2)(3,4)
          +--------------------------------------------
        ()|         ()      (3,4)      (1,2) (1,2)(3,4)
     (3,4)|      (3,4)         () (1,2)(3,4)      (1,2)
     (1,2)|      (1,2) (1,2)(3,4)         ()      (3,4)
(1,2)(3,4)| (1,2)(3,4)      (1,2)      (3,4)         ()
sage: T.translation()['(1,2)']
(1,2)
sage: T.change_names(['w', 'x', 'y', 'z'])
sage: T
*  w x y z
 +--------
w| w x y z
x| x w z y
y| y z w x
z| z y x w
sage: T.translation()['y']
(1,2)
color_table(element_names=True, cmap=gist_rainbow, **options)#

Returns a graphic image as a square grid where entries are color coded.

INPUT:

  • element_names - (default : True) Whether to display text with element names on the image

  • cmap - (default : gist_rainbow) colour map for plot, see matplotlib.cm

  • **options - passed on to matrix_plot call

EXAMPLES:

sage: from sage.matrix.operation_table import OperationTable
sage: OTa = OperationTable(SymmetricGroup(3), operation=operator.mul)
sage: OTa.color_table()
Graphics object consisting of 37 graphics primitives
../../_images/operation_table-1.svg
column_keys()#

Returns a tuple of the elements used to build the table.

Note

column_keys and row_keys are identical. Both list the elements in the order used to label the table.

OUTPUT:

The elements of the algebraic structure used to build the table, as a list. But most importantly, elements are present in the list in the order which they appear in the table’s column headings.

EXAMPLES:

sage: from sage.matrix.operation_table import OperationTable
sage: G=AlternatingGroup(3)
sage: T=OperationTable(G, operator.mul)
sage: T.column_keys()
((), (1,2,3), (1,3,2))
gist_rainbow_copy = gist_rainbow#
gray_table(**options)#
matrix_of_variables()#

This method provides some backward compatibility for Cayley tables of groups, whose output was restricted to this single format.

EXAMPLES:

The output here is from the doctests for the old cayley_table() method for permutation groups.

sage: from sage.matrix.operation_table import OperationTable
sage: G = PermutationGroup(['(1,2,3)', '(2,3)'])
sage: T = OperationTable(G, operator.mul)
sage: T.matrix_of_variables()
[x0 x1 x2 x3 x4 x5]
[x1 x0 x3 x2 x5 x4]
[x2 x4 x0 x5 x1 x3]
[x3 x5 x1 x4 x0 x2]
[x4 x2 x5 x0 x3 x1]
[x5 x3 x4 x1 x2 x0]
sage: T.column_keys()[2]*T.column_keys()[2] == T.column_keys()[0]
True
row_keys()#

Returns a tuple of the elements used to build the table.

Note

column_keys and row_keys are identical. Both list the elements in the order used to label the table.

OUTPUT:

The elements of the algebraic structure used to build the table, as a list. But most importantly, elements are present in the list in the order which they appear in the table’s column headings.

EXAMPLES:

sage: from sage.matrix.operation_table import OperationTable
sage: G=AlternatingGroup(3)
sage: T=OperationTable(G, operator.mul)
sage: T.column_keys()
((), (1,2,3), (1,3,2))
set_print_symbols(ascii, latex)#

Set the symbols used for text and LaTeX printing of operation tables.

INPUT:

  • ascii - a single character for text table

  • latex - a string to represent an operation in LaTeX math mode. Note the need for double-backslashes to escape properly.

EXAMPLES:

sage: from sage.matrix.operation_table import OperationTable
sage: G=AlternatingGroup(3)
sage: T=OperationTable(G, operator.mul)
sage: T.set_print_symbols('@', '\\times')
sage: T
@  a b c
 +------
a| a b c
b| b c a
c| c a b
sage: T._latex_()
'{\\setlength{\\arraycolsep}{2ex}\n\\begin{array}{r|*{3}{r}}\n\\multicolumn{1}{c|}{\\times}&a&b&c\\\\\\hline\n{}a&a&b&c\\\\\n{}b&b&c&a\\\\\n{}c&c&a&b\\\\\n\\end{array}}'
table()#

Returns the table as a list of lists, using integers to reference the elements.

OUTPUT: The rows of the table, as a list of rows, each row being a list of integer entries. The integers correspond to the order of the elements in the headings of the table and the order of the output of the list() method.

EXAMPLES:

sage: from sage.matrix.operation_table import OperationTable
sage: C=CyclicPermutationGroup(3)
sage: T=OperationTable(C, operator.mul)
sage: T.table()
[[0, 1, 2], [1, 2, 0], [2, 0, 1]]
translation()#

Returns a dictionary associating names with elements.

OUTPUT: A dictionary whose keys are strings used as names for entries of the table and values that are the actual elements of the algebraic structure.

EXAMPLES:

sage: from sage.matrix.operation_table import OperationTable
sage: G=AlternatingGroup(3)
sage: T=OperationTable(G, operator.mul, names=['p','q','r'])
sage: T.translation()
{'p': (), 'q': (1,2,3), 'r': (1,3,2)}