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r""" 

Partition/Diagram Algebras 

""" 

#***************************************************************************** 

# Copyright (C) 2007 Mike Hansen <mhansen@gmail.com>, 

# 

# Distributed under the terms of the GNU General Public License (GPL) 

# 

# This code is distributed in the hope that it will be useful, 

# but WITHOUT ANY WARRANTY; without even the implied warranty of 

# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU 

# General Public License for more details. 

# 

# The full text of the GPL is available at: 

# 

# http://www.gnu.org/licenses/ 

#***************************************************************************** 

from __future__ import absolute_import 

from six.moves import range 

 

from .combinat import catalan_number 

from .combinatorial_algebra import CombinatorialAlgebra, CombinatorialAlgebraElement 

from sage.combinat.set_partition import SetPartition, SetPartitions, SetPartitions_set 

from sage.sets.set import Set, Set_generic 

from sage.graphs.graph import Graph 

from sage.arith.all import factorial, binomial 

from .permutation import Permutations 

from sage.rings.all import ZZ, QQ 

from .subset import Subsets 

from sage.functions.all import ceil 

 

def _int_or_half_int(k): 

""" 

Check if ``k`` is an integer or half integer. 

 

OUTPUT: 

 

If ``k`` is not in `1/2 \ZZ`, then this raises a ``ValueError``. 

Otherwise, we return the pair: 

 

- boolean; ``True`` if ``k`` is an integer and ``False`` if a half integer 

- integer; the floor of ``k`` 

 

TESTS:: 

 

sage: from sage.combinat.partition_algebra import _int_or_half_int 

sage: _int_or_half_int(2) 

(True, 2) 

sage: _int_or_half_int(3/2) 

(False, 1) 

sage: _int_or_half_int(1.5) 

(False, 1) 

sage: _int_or_half_int(2.) 

(True, 2) 

sage: _int_or_half_int(2.1) 

Traceback (most recent call last): 

... 

ValueError: k must be an integer or an integer + 1/2 

""" 

if k in ZZ: 

return True, ZZ(k) 

# Try to see if it is a half integer 

try: 

k = QQ(k) 

if k.denominator() == 2: 

return False, k.floor() 

except (ValueError, TypeError): 

pass 

 

raise ValueError("k must be an integer or an integer + 1/2") 

 

class SetPartitionsXkElement(SetPartition): 

""" 

An element for the classes of ``SetPartitionXk`` where ``X`` is some 

letter. 

""" 

def check(self): 

""" 

Check to make sure this is a set partition. 

 

EXAMPLES:: 

 

sage: A2p5 = SetPartitionsAk(2.5) 

sage: x = A2p5.first(); x # random 

{{1, 2, 3, -1, -3, -2}} 

sage: x.check() 

sage: y = A2p5.next(x); y 

{{-3, -2, -1, 2, 3}, {1}} 

sage: y.check() 

""" 

#Check to make sure each element of x is a set 

for s in self: 

assert isinstance(s, (set, frozenset, Set_generic)) 

 

##### 

#A_k# 

##### 

 

def SetPartitionsAk(k): 

r""" 

Return the combinatorial class of set partitions of type `A_k`. 

 

EXAMPLES:: 

 

sage: A3 = SetPartitionsAk(3); A3 

Set partitions of {1, ..., 3, -1, ..., -3} 

 

sage: A3.first() #random 

{{1, 2, 3, -1, -3, -2}} 

sage: A3.last() #random 

{{-1}, {-2}, {3}, {1}, {-3}, {2}} 

sage: A3.random_element() #random 

{{1, 3, -3, -1}, {2, -2}} 

 

sage: A3.cardinality() 

203 

 

sage: A2p5 = SetPartitionsAk(2.5); A2p5 

Set partitions of {1, ..., 3, -1, ..., -3} with 3 and -3 in the same block 

sage: A2p5.cardinality() 

52 

 

sage: A2p5.first() #random 

{{1, 2, 3, -1, -3, -2}} 

sage: A2p5.last() #random 

{{-1}, {-2}, {2}, {3, -3}, {1}} 

sage: A2p5.random_element() #random 

{{-1}, {-2}, {3, -3}, {1, 2}} 

""" 

is_int, k = _int_or_half_int(k) 

if not is_int: 

return SetPartitionsAkhalf_k(k) 

return SetPartitionsAk_k(k) 

 

class SetPartitionsAk_k(SetPartitions_set): 

def __init__(self, k): 

""" 

TESTS:: 

 

sage: A3 = SetPartitionsAk(3); A3 

Set partitions of {1, ..., 3, -1, ..., -3} 

sage: A3 == loads(dumps(A3)) 

True 

""" 

self.k = k 

SetPartitions_set.__init__(self, frozenset(list(range(1,k+1)) + [-1*x for x in range(1,k+1)])) 

 

Element = SetPartitionsXkElement 

 

def _repr_(self): 

""" 

TESTS:: 

 

sage: SetPartitionsAk(3) 

Set partitions of {1, ..., 3, -1, ..., -3} 

""" 

return "Set partitions of {1, ..., %s, -1, ..., -%s}"%(self.k, self.k) 

 

class SetPartitionsAkhalf_k(SetPartitions_set): 

def __init__(self, k): 

""" 

TESTS:: 

 

sage: A2p5 = SetPartitionsAk(2.5); A2p5 

Set partitions of {1, ..., 3, -1, ..., -3} with 3 and -3 in the same block 

sage: A2p5 == loads(dumps(A2p5)) 

True 

""" 

self.k = k 

SetPartitions_set.__init__( self, frozenset(list(range(1,k+2)) + [-1*x for x in range(1,k+1)]) ) 

 

Element = SetPartitionsXkElement 

 

def _repr_(self): 

""" 

TESTS:: 

 

sage: SetPartitionsAk(2.5) 

Set partitions of {1, ..., 3, -1, ..., -3} with 3 and -3 in the same block 

""" 

s = self.k+1 

return "Set partitions of {1, ..., %s, -1, ..., -%s} with %s and -%s in the same block"%(s,s,s,s) 

 

def __contains__(self, x): 

""" 

TESTS:: 

 

sage: A2p5 = SetPartitionsAk(2.5) 

sage: all(sp in A2p5 for sp in A2p5) 

True 

sage: A3 = SetPartitionsAk(3) 

sage: len(filter(lambda x: x in A2p5, A3)) 

52 

sage: A2p5.cardinality() 

52 

""" 

if x not in SetPartitionsAk_k(self.k+1): 

return False 

 

for part in x: 

if self.k+1 in part and -self.k-1 not in part: 

return False 

 

return True 

 

def __iter__(self): 

""" 

TESTS:: 

 

sage: SetPartitionsAk(1.5).list() #random 

[{{1, 2, -2, -1}}, 

{{2, -2, -1}, {1}}, 

{{2, -2}, {1, -1}}, 

{{-1}, {1, 2, -2}}, 

{{-1}, {2, -2}, {1}}] 

 

:: 

 

sage: ks = [ 1.5, 2.5, 3.5 ] 

sage: aks = map(SetPartitionsAk, ks) 

sage: all(ak.cardinality() == len(ak.list()) for ak in aks) 

True 

""" 

kp = Set([-self.k-1]) 

for sp in SetPartitions_set.__iter__(self): 

res = [] 

for part in sp: 

if self.k+1 in part: 

res.append( part + kp ) 

else: 

res.append(part) 

yield self.element_class(self, res) 

 

##### 

#S_k# 

##### 

 

def SetPartitionsSk(k): 

r""" 

Return the combinatorial class of set partitions of type `S_k`. 

 

There is a bijection between these set partitions and the 

permutations of `1, \ldots, k`. 

 

EXAMPLES:: 

 

sage: S3 = SetPartitionsSk(3); S3 

Set partitions of {1, ..., 3, -1, ..., -3} with propagating number 3 

sage: S3.cardinality() 

6 

 

sage: S3.list() #random 

[{{2, -2}, {3, -3}, {1, -1}}, 

{{1, -1}, {2, -3}, {3, -2}}, 

{{2, -1}, {3, -3}, {1, -2}}, 

{{1, -2}, {2, -3}, {3, -1}}, 

{{1, -3}, {2, -1}, {3, -2}}, 

{{1, -3}, {2, -2}, {3, -1}}] 

sage: S3.first() #random 

{{2, -2}, {3, -3}, {1, -1}} 

sage: S3.last() #random 

{{1, -3}, {2, -2}, {3, -1}} 

sage: S3.random_element() #random 

{{1, -3}, {2, -1}, {3, -2}} 

 

sage: S3p5 = SetPartitionsSk(3.5); S3p5 

Set partitions of {1, ..., 4, -1, ..., -4} with 4 and -4 in the same block and propagating number 4 

sage: S3p5.cardinality() 

6 

 

sage: S3p5.list() #random 

[{{2, -2}, {3, -3}, {1, -1}, {4, -4}}, 

{{2, -3}, {1, -1}, {4, -4}, {3, -2}}, 

{{2, -1}, {3, -3}, {1, -2}, {4, -4}}, 

{{2, -3}, {1, -2}, {4, -4}, {3, -1}}, 

{{1, -3}, {2, -1}, {4, -4}, {3, -2}}, 

{{1, -3}, {2, -2}, {4, -4}, {3, -1}}] 

sage: S3p5.first() #random 

{{2, -2}, {3, -3}, {1, -1}, {4, -4}} 

sage: S3p5.last() #random 

{{1, -3}, {2, -2}, {4, -4}, {3, -1}} 

sage: S3p5.random_element() #random 

{{1, -3}, {2, -2}, {4, -4}, {3, -1}} 

""" 

is_int, k = _int_or_half_int(k) 

if not is_int: 

return SetPartitionsSkhalf_k(k) 

return SetPartitionsSk_k(k) 

 

class SetPartitionsSk_k(SetPartitionsAk_k): 

def _repr_(self): 

""" 

TESTS:: 

 

sage: SetPartitionsSk(3) 

Set partitions of {1, ..., 3, -1, ..., -3} with propagating number 3 

""" 

return SetPartitionsAk_k._repr_(self) + " with propagating number %s"%self.k 

 

def __contains__(self, x): 

""" 

TESTS:: 

 

sage: A3 = SetPartitionsAk(3) 

sage: S3 = SetPartitionsSk(3) 

sage: all(sp in S3 for sp in S3) 

True 

sage: S3.cardinality() 

6 

sage: len(filter(lambda x: x in S3, A3)) 

6 

""" 

if not SetPartitionsAk_k.__contains__(self, x): 

return False 

 

if propagating_number(x) != self.k: 

return False 

 

return True 

 

def cardinality(self): 

""" 

Returns k!. 

 

TESTS:: 

 

sage: SetPartitionsSk(2).cardinality() 

2 

sage: SetPartitionsSk(3).cardinality() 

6 

sage: SetPartitionsSk(4).cardinality() 

24 

sage: SetPartitionsSk(5).cardinality() 

120 

""" 

return factorial(self.k) 

 

def __iter__(self): 

""" 

TESTS:: 

 

sage: SetPartitionsSk(3).list() #random 

[{{2, -2}, {3, -3}, {1, -1}}, 

{{1, -1}, {2, -3}, {3, -2}}, 

{{2, -1}, {3, -3}, {1, -2}}, 

{{1, -2}, {2, -3}, {3, -1}}, 

{{1, -3}, {2, -1}, {3, -2}}, 

{{1, -3}, {2, -2}, {3, -1}}] 

sage: ks = list(range(1, 6)) 

sage: sks = map(SetPartitionsSk, ks) 

sage: all(sk.cardinality() == len(sk.list()) for sk in sks) 

True 

""" 

for p in Permutations(self.k): 

res = [] 

for i in range(self.k): 

res.append( Set([ i+1, -p[i] ]) ) 

yield self.element_class(self, res) 

 

class SetPartitionsSkhalf_k(SetPartitionsAkhalf_k): 

def __contains__(self, x): 

""" 

TESTS:: 

 

sage: S2p5 = SetPartitionsSk(2.5) 

sage: A3 = SetPartitionsAk(3) 

sage: all(sp in S2p5 for sp in S2p5) 

True 

sage: len(filter(lambda x: x in S2p5, A3)) 

2 

sage: S2p5.cardinality() 

2 

""" 

if not SetPartitionsAkhalf_k.__contains__(self, x): 

return False 

if propagating_number(x) != self.k+1: 

return False 

return True 

 

def _repr_(self): 

""" 

TESTS:: 

 

sage: SetPartitionsSk(2.5) 

Set partitions of {1, ..., 3, -1, ..., -3} with 3 and -3 in the same block and propagating number 3 

""" 

s = self.k+1 

return SetPartitionsAkhalf_k._repr_(self) + " and propagating number %s"%s 

 

def cardinality(self): 

""" 

TESTS:: 

 

sage: SetPartitionsSk(2.5).cardinality() 

2 

sage: SetPartitionsSk(3.5).cardinality() 

6 

sage: SetPartitionsSk(4.5).cardinality() 

24 

 

:: 

 

sage: ks = [2.5, 3.5, 4.5, 5.5] 

sage: sks = [SetPartitionsSk(k) for k in ks] 

sage: all(sk.cardinality() == len(sk.list()) for sk in sks) 

True 

""" 

return factorial(self.k) 

 

def __iter__(self): 

""" 

TESTS:: 

 

sage: SetPartitionsSk(3.5).list() #random indirect test 

[{{2, -2}, {3, -3}, {1, -1}, {4, -4}}, 

{{2, -3}, {1, -1}, {4, -4}, {3, -2}}, 

{{2, -1}, {3, -3}, {1, -2}, {4, -4}}, 

{{2, -3}, {1, -2}, {4, -4}, {3, -1}}, 

{{1, -3}, {2, -1}, {4, -4}, {3, -2}}, 

{{1, -3}, {2, -2}, {4, -4}, {3, -1}}] 

""" 

for p in Permutations(self.k): 

res = [] 

for i in range(self.k): 

res.append( Set([ i+1, -p[i] ]) ) 

 

res.append(Set([self.k+1, -self.k - 1])) 

yield self.element_class(self, res) 

 

##### 

#I_k# 

##### 

 

def SetPartitionsIk(k): 

r""" 

Return the combinatorial class of set partitions of type `I_k`. 

 

These are set partitions with a propagating number of less than `k`. 

Note that the identity set partition `\{\{1, -1\}, \ldots, \{k, -k\}\}` 

is not in `I_k`. 

 

EXAMPLES:: 

 

sage: I3 = SetPartitionsIk(3); I3 

Set partitions of {1, ..., 3, -1, ..., -3} with propagating number < 3 

sage: I3.cardinality() 

197 

 

sage: I3.first() #random 

{{1, 2, 3, -1, -3, -2}} 

sage: I3.last() #random 

{{-1}, {-2}, {3}, {1}, {-3}, {2}} 

sage: I3.random_element() #random 

{{-1}, {-3, -2}, {2, 3}, {1}} 

 

sage: I2p5 = SetPartitionsIk(2.5); I2p5 

Set partitions of {1, ..., 3, -1, ..., -3} with 3 and -3 in the same block and propagating number < 3 

sage: I2p5.cardinality() 

50 

 

sage: I2p5.first() #random 

{{1, 2, 3, -1, -3, -2}} 

sage: I2p5.last() #random 

{{-1}, {-2}, {2}, {3, -3}, {1}} 

sage: I2p5.random_element() #random 

{{-1}, {-2}, {1, 3, -3}, {2}} 

""" 

is_int, k = _int_or_half_int(k) 

if not is_int: 

return SetPartitionsIkhalf_k(k) 

return SetPartitionsIk_k(k) 

 

class SetPartitionsIk_k(SetPartitionsAk_k): 

def _repr_(self): 

""" 

TESTS:: 

 

sage: SetPartitionsIk(3) 

Set partitions of {1, ..., 3, -1, ..., -3} with propagating number < 3 

""" 

return SetPartitionsAk_k._repr_(self) + " with propagating number < %s"%self.k 

 

def __contains__(self, x): 

""" 

TESTS:: 

 

sage: I3 = SetPartitionsIk(3) 

sage: A3 = SetPartitionsAk(3) 

sage: all(sp in I3 for sp in I3) 

True 

sage: len(filter(lambda x: x in I3, A3)) 

197 

sage: I3.cardinality() 

197 

""" 

if not SetPartitionsAk_k.__contains__(self, x): 

return False 

if propagating_number(x) >= self.k: 

return False 

return True 

 

def cardinality(self): 

""" 

TESTS:: 

 

sage: SetPartitionsIk(2).cardinality() 

13 

""" 

return len(self.list()) 

 

def __iter__(self): 

""" 

TESTS:: 

 

sage: SetPartitionsIk(2).list() #random indirect test 

[{{1, 2, -1, -2}}, 

{{2, -1, -2}, {1}}, 

{{2}, {1, -1, -2}}, 

{{-1}, {1, 2, -2}}, 

{{-2}, {1, 2, -1}}, 

{{1, 2}, {-1, -2}}, 

{{2}, {-1, -2}, {1}}, 

{{-1}, {2, -2}, {1}}, 

{{-2}, {2, -1}, {1}}, 

{{-1}, {2}, {1, -2}}, 

{{-2}, {2}, {1, -1}}, 

{{-1}, {-2}, {1, 2}}, 

{{-1}, {-2}, {2}, {1}}] 

""" 

for sp in SetPartitionsAk_k.__iter__(self): 

if propagating_number(sp) < self.k: 

yield sp 

 

class SetPartitionsIkhalf_k(SetPartitionsAkhalf_k): 

def __contains__(self, x): 

""" 

TESTS:: 

 

sage: I2p5 = SetPartitionsIk(2.5) 

sage: A3 = SetPartitionsAk(3) 

sage: all(sp in I2p5 for sp in I2p5) 

True 

sage: len(filter(lambda x: x in I2p5, A3)) 

50 

sage: I2p5.cardinality() 

50 

""" 

if not SetPartitionsAkhalf_k.__contains__(self, x): 

return False 

if propagating_number(x) >= self.k+1: 

return False 

return True 

 

def _repr_(self): 

""" 

TESTS:: 

 

sage: SetPartitionsIk(2.5) 

Set partitions of {1, ..., 3, -1, ..., -3} with 3 and -3 in the same block and propagating number < 3 

""" 

return SetPartitionsAkhalf_k._repr_(self) + " and propagating number < %s"%(self.k+1) 

 

def cardinality(self): 

""" 

TESTS:: 

 

sage: SetPartitionsIk(1.5).cardinality() 

4 

sage: SetPartitionsIk(2.5).cardinality() 

50 

sage: SetPartitionsIk(3.5).cardinality() 

871 

""" 

return len(self.list()) 

 

def __iter__(self): 

""" 

TESTS:: 

 

sage: SetPartitionsIk(1.5).list() #random 

[{{1, 2, -2, -1}}, 

{{2, -2, -1}, {1}}, 

{{-1}, {1, 2, -2}}, 

{{-1}, {2, -2}, {1}}] 

""" 

 

for sp in SetPartitionsAkhalf_k.__iter__(self): 

if propagating_number(sp) < self.k+1: 

yield sp 

##### 

#B_k# 

##### 

 

def SetPartitionsBk(k): 

r""" 

Return the combinatorial class of set partitions of type `B_k`. 

 

These are the set partitions where every block has size 2. 

 

EXAMPLES:: 

 

sage: B3 = SetPartitionsBk(3); B3 

Set partitions of {1, ..., 3, -1, ..., -3} with block size 2 

 

sage: B3.first() #random 

{{2, -2}, {1, -3}, {3, -1}} 

sage: B3.last() #random 

{{1, 2}, {3, -2}, {-3, -1}} 

sage: B3.random_element() #random 

{{2, -1}, {1, -3}, {3, -2}} 

 

sage: B3.cardinality() 

15 

 

sage: B2p5 = SetPartitionsBk(2.5); B2p5 

Set partitions of {1, ..., 3, -1, ..., -3} with 3 and -3 in the same block and with block size 2 

 

sage: B2p5.first() #random 

{{2, -1}, {3, -3}, {1, -2}} 

sage: B2p5.last() #random 

{{1, 2}, {3, -3}, {-1, -2}} 

sage: B2p5.random_element() #random 

{{2, -2}, {3, -3}, {1, -1}} 

 

sage: B2p5.cardinality() 

3 

""" 

is_int, k = _int_or_half_int(k) 

if not is_int: 

return SetPartitionsBkhalf_k(k) 

return SetPartitionsBk_k(k) 

 

class SetPartitionsBk_k(SetPartitionsAk_k): 

def _repr_(self): 

""" 

TESTS:: 

 

sage: SetPartitionsBk(2.5) 

Set partitions of {1, ..., 3, -1, ..., -3} with 3 and -3 in the same block and with block size 2 

""" 

return SetPartitionsAk_k._repr_(self) + " with block size 2" 

 

def __contains__(self, x): 

""" 

TESTS:: 

 

sage: B3 = SetPartitionsBk(3) 

sage: A3 = SetPartitionsAk(3) 

sage: len(filter(lambda x: x in B3, A3)) 

15 

sage: B3.cardinality() 

15 

""" 

if not SetPartitionsAk_k.__contains__(self, x): 

return False 

 

for part in x: 

if len(part) != 2: 

return False 

 

return True 

 

def cardinality(self): 

""" 

Returns the number of set partitions in B_k where k is an integer. 

This is given by (2k)!! = (2k-1)\*(2k-3)\*...\*5\*3\*1. 

 

EXAMPLES:: 

 

sage: SetPartitionsBk(3).cardinality() 

15 

sage: SetPartitionsBk(2).cardinality() 

3 

sage: SetPartitionsBk(1).cardinality() 

1 

sage: SetPartitionsBk(4).cardinality() 

105 

sage: SetPartitionsBk(5).cardinality() 

945 

""" 

c = 1 

for i in range(1, 2*self.k,2): 

c *= i 

return c 

 

def __iter__(self): 

""" 

TESTS:: 

 

sage: SetPartitionsBk(1).list() 

[{{-1, 1}}] 

 

:: 

 

sage: SetPartitionsBk(2).list() #random 

[{{2, -1}, {1, -2}}, {{2, -2}, {1, -1}}, {{1, 2}, {-1, -2}}] 

sage: SetPartitionsBk(3).list() #random 

[{{2, -2}, {1, -3}, {3, -1}}, 

{{2, -1}, {1, -3}, {3, -2}}, 

{{1, -3}, {2, 3}, {-1, -2}}, 

{{3, -1}, {1, -2}, {2, -3}}, 

{{3, -2}, {1, -1}, {2, -3}}, 

{{1, 3}, {2, -3}, {-1, -2}}, 

{{2, -1}, {3, -3}, {1, -2}}, 

{{2, -2}, {3, -3}, {1, -1}}, 

{{1, 2}, {3, -3}, {-1, -2}}, 

{{-3, -2}, {2, 3}, {1, -1}}, 

{{1, 3}, {-3, -2}, {2, -1}}, 

{{1, 2}, {3, -1}, {-3, -2}}, 

{{-3, -1}, {2, 3}, {1, -2}}, 

{{1, 3}, {-3, -1}, {2, -2}}, 

{{1, 2}, {3, -2}, {-3, -1}}] 

 

Check to make sure that the number of elements generated is the 

same as what is given by cardinality() 

 

:: 

 

sage: bks = [SetPartitionsBk(i) for i in range(1, 6)] 

sage: all(bk.cardinality() == len(bk.list()) for bk in bks) 

True 

""" 

for sp in SetPartitions(self._set, [2]*(len(self._set)//2)): 

yield self.element_class(self, sp) 

 

class SetPartitionsBkhalf_k(SetPartitionsAkhalf_k): 

def _repr_(self): 

""" 

TESTS:: 

 

sage: SetPartitionsBk(2.5) 

Set partitions of {1, ..., 3, -1, ..., -3} with 3 and -3 in the same block and with block size 2 

""" 

return SetPartitionsAkhalf_k._repr_(self) + " and with block size 2" 

 

 

def __contains__(self, x): 

""" 

TESTS:: 

 

sage: A3 = SetPartitionsAk(3) 

sage: B2p5 = SetPartitionsBk(2.5) 

sage: all(sp in B2p5 for sp in B2p5) 

True 

sage: len(filter(lambda x: x in B2p5, A3)) 

3 

sage: B2p5.cardinality() 

3 

""" 

if not SetPartitionsAkhalf_k.__contains__(self, x): 

return False 

for part in x: 

if len(part) != 2: 

return False 

return True 

 

def cardinality(self): 

""" 

TESTS:: 

 

sage: B3p5 = SetPartitionsBk(3.5) 

sage: B3p5.cardinality() 

15 

""" 

return len(self.list()) 

 

def __iter__(self): 

""" 

TESTS:: 

 

sage: B3p5 = SetPartitionsBk(3.5) 

sage: B3p5.cardinality() 

15 

 

:: 

 

sage: B3p5.list() #random 

[{{2, -2}, {1, -3}, {4, -4}, {3, -1}}, 

{{2, -1}, {1, -3}, {4, -4}, {3, -2}}, 

{{1, -3}, {2, 3}, {4, -4}, {-1, -2}}, 

{{2, -3}, {1, -2}, {4, -4}, {3, -1}}, 

{{2, -3}, {1, -1}, {4, -4}, {3, -2}}, 

{{1, 3}, {4, -4}, {2, -3}, {-1, -2}}, 

{{2, -1}, {3, -3}, {1, -2}, {4, -4}}, 

{{2, -2}, {3, -3}, {1, -1}, {4, -4}}, 

{{1, 2}, {3, -3}, {4, -4}, {-1, -2}}, 

{{-3, -2}, {2, 3}, {1, -1}, {4, -4}}, 

{{1, 3}, {-3, -2}, {2, -1}, {4, -4}}, 

{{1, 2}, {-3, -2}, {4, -4}, {3, -1}}, 

{{-3, -1}, {2, 3}, {1, -2}, {4, -4}}, 

{{1, 3}, {-3, -1}, {2, -2}, {4, -4}}, 

{{1, 2}, {-3, -1}, {4, -4}, {3, -2}}] 

""" 

set = list(range(1,self.k+1)) + [-1*x for x in range(1,self.k+1)] 

for sp in SetPartitions(set, [2]*(len(set)//2) ): 

yield self.element_class(self, Set(list(sp)) + Set([Set([self.k+1, -self.k -1])])) 

 

##### 

#P_k# 

##### 

 

def SetPartitionsPk(k): 

r""" 

Return the combinatorial class of set partitions of type `P_k`. 

 

These are the planar set partitions. 

 

EXAMPLES:: 

 

sage: P3 = SetPartitionsPk(3); P3 

Set partitions of {1, ..., 3, -1, ..., -3} that are planar 

sage: P3.cardinality() 

132 

 

sage: P3.first() #random 

{{1, 2, 3, -1, -3, -2}} 

sage: P3.last() #random 

{{-1}, {-2}, {3}, {1}, {-3}, {2}} 

sage: P3.random_element() #random 

{{1, 2, -1}, {-3}, {3, -2}} 

 

sage: P2p5 = SetPartitionsPk(2.5); P2p5 

Set partitions of {1, ..., 3, -1, ..., -3} with 3 and -3 in the same block and that are planar 

sage: P2p5.cardinality() 

42 

 

sage: P2p5.first() #random 

{{1, 2, 3, -1, -3, -2}} 

sage: P2p5.last() #random 

{{-1}, {-2}, {2}, {3, -3}, {1}} 

sage: P2p5.random_element() #random 

{{1, 2, 3, -3}, {-1, -2}} 

 

""" 

is_int, k = _int_or_half_int(k) 

if not is_int: 

return SetPartitionsPkhalf_k(k) 

return SetPartitionsPk_k(k) 

 

class SetPartitionsPk_k(SetPartitionsAk_k): 

def _repr_(self): 

""" 

TESTS:: 

 

sage: SetPartitionsPk(3) 

Set partitions of {1, ..., 3, -1, ..., -3} that are planar 

""" 

return SetPartitionsAk_k._repr_(self) + " that are planar" 

 

def __contains__(self, x): 

""" 

TESTS:: 

 

sage: P3 = SetPartitionsPk(3) 

sage: A3 = SetPartitionsAk(3) 

sage: len(filter(lambda x: x in P3, A3)) 

132 

sage: P3.cardinality() 

132 

sage: all(sp in P3 for sp in P3) 

True 

""" 

if not SetPartitionsAk_k.__contains__(self, x): 

return False 

 

if not is_planar(x): 

return False 

 

return True 

 

def cardinality(self): 

""" 

TESTS:: 

 

sage: SetPartitionsPk(2).cardinality() 

14 

sage: SetPartitionsPk(3).cardinality() 

132 

sage: SetPartitionsPk(4).cardinality() 

1430 

""" 

return catalan_number(2*self.k) 

 

def __iter__(self): 

""" 

TESTS:: 

 

sage: SetPartitionsPk(2).list() #random indirect test 

[{{1, 2, -1, -2}}, 

{{2, -1, -2}, {1}}, 

{{2}, {1, -1, -2}}, 

{{-1}, {1, 2, -2}}, 

{{-2}, {1, 2, -1}}, 

{{2, -2}, {1, -1}}, 

{{1, 2}, {-1, -2}}, 

{{2}, {-1, -2}, {1}}, 

{{-1}, {2, -2}, {1}}, 

{{-2}, {2, -1}, {1}}, 

{{-1}, {2}, {1, -2}}, 

{{-2}, {2}, {1, -1}}, 

{{-1}, {-2}, {1, 2}}, 

{{-1}, {-2}, {2}, {1}}] 

""" 

for sp in SetPartitionsAk_k.__iter__(self): 

if is_planar(sp): 

yield self.element_class(self, sp) 

 

class SetPartitionsPkhalf_k(SetPartitionsAkhalf_k): 

def __contains__(self, x): 

""" 

TESTS:: 

 

sage: A3 = SetPartitionsAk(3) 

sage: P2p5 = SetPartitionsPk(2.5) 

sage: all(sp in P2p5 for sp in P2p5) 

True 

sage: len(filter(lambda x: x in P2p5, A3)) 

42 

sage: P2p5.cardinality() 

42 

""" 

if not SetPartitionsAkhalf_k.__contains__(self, x): 

return False 

if not is_planar(x): 

return False 

 

return True 

 

def _repr_(self): 

""" 

TESTS:: 

 

sage: repr( SetPartitionsPk(2.5) ) 

'Set partitions of {1, ..., 3, -1, ..., -3} with 3 and -3 in the same block and that are planar' 

""" 

return SetPartitionsAkhalf_k._repr_(self) + " and that are planar" 

 

def cardinality(self): 

""" 

TESTS:: 

 

sage: SetPartitionsPk(2.5).cardinality() 

42 

sage: SetPartitionsPk(1.5).cardinality() 

5 

""" 

return len(self.list()) 

 

def __iter__(self): 

""" 

TESTS:: 

 

sage: SetPartitionsPk(1.5).list() #random 

[{{1, 2, -2, -1}}, 

{{2, -2, -1}, {1}}, 

{{2, -2}, {1, -1}}, 

{{-1}, {1, 2, -2}}, 

{{-1}, {2, -2}, {1}}] 

""" 

for sp in SetPartitionsAkhalf_k.__iter__(self): 

if is_planar(sp): 

yield self.element_class(self, sp) 

 

 

##### 

#T_k# 

##### 

 

def SetPartitionsTk(k): 

r""" 

Return the combinatorial class of set partitions of type `T_k`. 

 

These are planar set partitions where every block is of size 2. 

 

EXAMPLES:: 

 

sage: T3 = SetPartitionsTk(3); T3 

Set partitions of {1, ..., 3, -1, ..., -3} with block size 2 and that are planar 

sage: T3.cardinality() 

5 

 

sage: T3.first() #random 

{{1, -3}, {2, 3}, {-1, -2}} 

sage: T3.last() #random 

{{1, 2}, {3, -1}, {-3, -2}} 

sage: T3.random_element() #random 

{{1, -3}, {2, 3}, {-1, -2}} 

 

sage: T2p5 = SetPartitionsTk(2.5); T2p5 

Set partitions of {1, ..., 3, -1, ..., -3} with 3 and -3 in the same block and with block size 2 and that are planar 

sage: T2p5.cardinality() 

2 

 

sage: T2p5.first() #random 

{{2, -2}, {3, -3}, {1, -1}} 

sage: T2p5.last() #random 

{{1, 2}, {3, -3}, {-1, -2}} 

""" 

is_int, k = _int_or_half_int(k) 

if not is_int: 

return SetPartitionsTkhalf_k(k) 

return SetPartitionsTk_k(k) 

 

class SetPartitionsTk_k(SetPartitionsBk_k): 

def _repr_(self): 

""" 

TESTS:: 

 

sage: SetPartitionsTk(3) 

Set partitions of {1, ..., 3, -1, ..., -3} with block size 2 and that are planar 

""" 

return SetPartitionsBk_k._repr_(self) + " and that are planar" 

 

def __contains__(self, x): 

""" 

TESTS:: 

 

sage: T3 = SetPartitionsTk(3) 

sage: A3 = SetPartitionsAk(3) 

sage: all(sp in T3 for sp in T3) 

True 

sage: len(filter(lambda x: x in T3, A3)) 

5 

sage: T3.cardinality() 

5 

""" 

if not SetPartitionsBk_k.__contains__(self, x): 

return False 

 

if not is_planar(x): 

return False 

 

return True 

 

def cardinality(self): 

""" 

TESTS:: 

 

sage: SetPartitionsTk(2).cardinality() 

2 

sage: SetPartitionsTk(3).cardinality() 

5 

sage: SetPartitionsTk(4).cardinality() 

14 

sage: SetPartitionsTk(5).cardinality() 

42 

""" 

return catalan_number(self.k) 

 

def __iter__(self): 

""" 

TESTS:: 

 

sage: SetPartitionsTk(3).list() #random 

[{{1, -3}, {2, 3}, {-1, -2}}, 

{{2, -2}, {3, -3}, {1, -1}}, 

{{1, 2}, {3, -3}, {-1, -2}}, 

{{-3, -2}, {2, 3}, {1, -1}}, 

{{1, 2}, {3, -1}, {-3, -2}}] 

""" 

for sp in SetPartitionsBk_k.__iter__(self): 

if is_planar(sp): 

yield self.element_class(self, sp) 

 

class SetPartitionsTkhalf_k(SetPartitionsBkhalf_k): 

def __contains__(self, x): 

""" 

TESTS:: 

 

sage: A3 = SetPartitionsAk(3) 

sage: T2p5 = SetPartitionsTk(2.5) 

sage: all(sp in T2p5 for sp in T2p5) 

True 

sage: len(filter(lambda x: x in T2p5, A3)) 

2 

sage: T2p5.cardinality() 

2 

""" 

if not SetPartitionsBkhalf_k.__contains__(self, x): 

return False 

if not is_planar(x): 

return False 

 

return True 

 

def _repr_(self): 

""" 

TESTS:: 

 

sage: SetPartitionsTk(2.5) 

Set partitions of {1, ..., 3, -1, ..., -3} with 3 and -3 in the same block and with block size 2 and that are planar 

""" 

return SetPartitionsBkhalf_k._repr_(self) + " and that are planar" 

 

def cardinality(self): 

""" 

TESTS:: 

 

sage: SetPartitionsTk(2.5).cardinality() 

2 

sage: SetPartitionsTk(3.5).cardinality() 

5 

sage: SetPartitionsTk(4.5).cardinality() 

14 

""" 

return catalan_number(self.k) 

 

def __iter__(self): 

""" 

TESTS:: 

 

sage: SetPartitionsTk(3.5).list() #random 

[{{1, -3}, {2, 3}, {4, -4}, {-1, -2}}, 

{{2, -2}, {3, -3}, {1, -1}, {4, -4}}, 

{{1, 2}, {3, -3}, {4, -4}, {-1, -2}}, 

{{-3, -2}, {2, 3}, {1, -1}, {4, -4}}, 

{{1, 2}, {-3, -2}, {4, -4}, {3, -1}}] 

""" 

for sp in SetPartitionsBkhalf_k.__iter__(self): 

if is_planar(sp): 

yield self.element_class(self, sp) 

 

 

 

def SetPartitionsRk(k): 

r""" 

Return the combinatorial class of set partitions of type `R_k`. 

 

EXAMPLES:: 

 

sage: SetPartitionsRk(3) 

Set partitions of {1, ..., 3, -1, ..., -3} with at most 1 positive 

and negative entry in each block 

""" 

is_int, k = _int_or_half_int(k) 

if not is_int: 

return SetPartitionsRkhalf_k(k) 

return SetPartitionsRk_k(k) 

 

class SetPartitionsRk_k(SetPartitionsAk_k): 

def __init__(self, k): 

""" 

TESTS:: 

 

sage: R3 = SetPartitionsRk(3); R3 

Set partitions of {1, ..., 3, -1, ..., -3} with at most 1 positive and negative entry in each block 

sage: R3 == loads(dumps(R3)) 

True 

""" 

self.k = k 

SetPartitionsAk_k.__init__(self, k) 

 

def _repr_(self): 

""" 

TESTS:: 

 

sage: SetPartitionsRk(3) 

Set partitions of {1, ..., 3, -1, ..., -3} with at most 1 positive and negative entry in each block 

""" 

return SetPartitionsAk_k._repr_(self) + " with at most 1 positive and negative entry in each block" 

 

def __contains__(self, x): 

""" 

TESTS:: 

 

sage: R3 = SetPartitionsRk(3) 

sage: A3 = SetPartitionsAk(3) 

sage: all(sp in R3 for sp in R3) 

True 

sage: len(filter(lambda x: x in R3, A3)) 

34 

sage: R3.cardinality() 

34 

""" 

if not SetPartitionsAk_k.__contains__(self, x): 

return False 

 

for block in x: 

if len(block) > 2: 

return False 

 

negatives = 0 

positives = 0 

for i in block: 

if i < 0: 

negatives += 1 

else: 

positives += 1 

 

if negatives > 1 or positives > 1: 

return False 

 

return True 

 

def cardinality(self): 

""" 

TESTS:: 

 

sage: SetPartitionsRk(2).cardinality() 

7 

sage: SetPartitionsRk(3).cardinality() 

34 

sage: SetPartitionsRk(4).cardinality() 

209 

sage: SetPartitionsRk(5).cardinality() 

1546 

""" 

return sum( [ binomial(self.k, l)**2*factorial(l) for l in range(self.k + 1) ] ) 

 

def __iter__(self): 

""" 

TESTS:: 

 

sage: len(SetPartitionsRk(3).list() ) == SetPartitionsRk(3).cardinality() 

True 

""" 

#The number of blocks with at most two things 

positives = Set(range(1, self.k+1)) 

negatives = Set( [ -i for i in positives ] ) 

 

yield self.element_class(self, to_set_partition([],self.k)) 

for n in range(1,self.k+1): 

for top in Subsets(positives, n): 

t = list(top) 

for bottom in Subsets(negatives, n): 

b = list(bottom) 

for permutation in Permutations(n): 

l = [ [t[i], b[ permutation[i] - 1 ] ] for i in range(n) ] 

yield self.element_class(self, to_set_partition(l, k=self.k)) 

 

class SetPartitionsRkhalf_k(SetPartitionsAkhalf_k): 

def __contains__(self, x): 

""" 

TESTS:: 

 

sage: A3 = SetPartitionsAk(3) 

sage: R2p5 = SetPartitionsRk(2.5) 

sage: all(sp in R2p5 for sp in R2p5) 

True 

sage: len(filter(lambda x: x in R2p5, A3)) 

7 

sage: R2p5.cardinality() 

7 

""" 

if not SetPartitionsAkhalf_k.__contains__(self, x): 

return False 

 

for block in x: 

if len(block) > 2: 

return False 

 

negatives = 0 

positives = 0 

for i in block: 

if i < 0: 

negatives += 1 

else: 

positives += 1 

 

if negatives > 1 or positives > 1: 

return False 

 

 

return True 

 

def _repr_(self): 

""" 

TESTS:: 

 

sage: SetPartitionsRk(2.5) 

Set partitions of {1, ..., 3, -1, ..., -3} with 3 and -3 in the same block and with at most 1 positive and negative entry in each block 

""" 

return SetPartitionsAkhalf_k._repr_(self) + " and with at most 1 positive and negative entry in each block" 

 

def cardinality(self): 

""" 

TESTS:: 

 

sage: SetPartitionsRk(2.5).cardinality() 

7 

sage: SetPartitionsRk(3.5).cardinality() 

34 

sage: SetPartitionsRk(4.5).cardinality() 

209 

""" 

return sum( [ binomial(self.k, l)**2*factorial(l) for l in range(self.k + 1) ] ) 

 

def __iter__(self): 

""" 

TESTS:: 

 

sage: R2p5 = SetPartitionsRk(2.5) 

sage: L = list(R2p5); L #random due to sets 

[{{-2}, {-1}, {3, -3}, {2}, {1}}, 

{{-2}, {3, -3}, {2}, {1, -1}}, 

{{-1}, {3, -3}, {2}, {1, -2}}, 

{{-2}, {2, -1}, {3, -3}, {1}}, 

{{-1}, {2, -2}, {3, -3}, {1}}, 

{{2, -2}, {3, -3}, {1, -1}}, 

{{2, -1}, {3, -3}, {1, -2}}] 

sage: len(L) 

7 

""" 

positives = Set(range(1, self.k+1)) 

negatives = Set( [ -i for i in positives ] ) 

 

yield self.element_class(self, to_set_partition([[self.k+1, -self.k-1]], self.k+1)) 

for n in range(1,self.k+1): 

for top in Subsets(positives, n): 

t = list(top) 

for bottom in Subsets(negatives, n): 

b = list(bottom) 

for permutation in Permutations(n): 

l = [ [t[i], b[ permutation[i] - 1 ] ] for i in range(n) ] + [ [self.k+1, -self.k-1] ] 

yield self.element_class(self, to_set_partition(l, k=self.k+1)) 

 

 

def SetPartitionsPRk(k): 

r""" 

Return the combinatorial class of set partitions of type `PR_k`. 

 

EXAMPLES:: 

 

sage: SetPartitionsPRk(3) 

Set partitions of {1, ..., 3, -1, ..., -3} with at most 1 positive 

and negative entry in each block and that are planar 

""" 

is_int, k = _int_or_half_int(k) 

if not is_int: 

return SetPartitionsPRkhalf_k(k) 

return SetPartitionsPRk_k(k) 

 

class SetPartitionsPRk_k(SetPartitionsRk_k): 

def __init__(self, k): 

""" 

TESTS:: 

 

sage: PR3 = SetPartitionsPRk(3); PR3 

Set partitions of {1, ..., 3, -1, ..., -3} with at most 1 positive and negative entry in each block and that are planar 

sage: PR3 == loads(dumps(PR3)) 

True 

""" 

self.k = k 

SetPartitionsRk_k.__init__(self, k) 

 

def _repr_(self): 

""" 

TESTS:: 

 

sage: SetPartitionsPRk(3) 

Set partitions of {1, ..., 3, -1, ..., -3} with at most 1 positive and negative entry in each block and that are planar 

""" 

return SetPartitionsRk_k._repr_(self) + " and that are planar" 

 

def __contains__(self, x): 

""" 

TESTS:: 

 

sage: PR3 = SetPartitionsPRk(3) 

sage: A3 = SetPartitionsAk(3) 

sage: all(sp in PR3 for sp in PR3) 

True 

sage: len(filter(lambda x: x in PR3, A3)) 

20 

sage: PR3.cardinality() 

20 

""" 

if not SetPartitionsRk_k.__contains__(self, x): 

return False 

 

if not is_planar(x): 

return False 

 

return True 

 

def cardinality(self): 

""" 

TESTS:: 

 

sage: SetPartitionsPRk(2).cardinality() 

6 

sage: SetPartitionsPRk(3).cardinality() 

20 

sage: SetPartitionsPRk(4).cardinality() 

70 

sage: SetPartitionsPRk(5).cardinality() 

252 

""" 

return binomial(2*self.k, self.k) 

 

def __iter__(self): 

""" 

TESTS:: 

 

sage: len(SetPartitionsPRk(3).list() ) == SetPartitionsPRk(3).cardinality() 

True 

""" 

#The number of blocks with at most two things 

positives = Set(range(1, self.k+1)) 

negatives = Set( [ -i for i in positives ] ) 

 

yield self.element_class(self, to_set_partition([], self.k)) 

for n in range(1,self.k+1): 

for top in Subsets(positives, n): 

t = sorted(top) 

for bottom in Subsets(negatives, n): 

b = list(bottom) 

b.sort(reverse=True) 

l = [ [t[i], b[ i ] ] for i in range(n) ] 

yield self.element_class(self, to_set_partition(l, k=self.k)) 

 

class SetPartitionsPRkhalf_k(SetPartitionsRkhalf_k): 

def __contains__(self, x): 

""" 

TESTS:: 

 

sage: A3 = SetPartitionsAk(3) 

sage: PR2p5 = SetPartitionsPRk(2.5) 

sage: all(sp in PR2p5 for sp in PR2p5) 

True 

sage: len(filter(lambda x: x in PR2p5, A3)) 

6 

sage: PR2p5.cardinality() 

6 

""" 

if not SetPartitionsRkhalf_k.__contains__(self, x): 

return False 

 

if not is_planar(x): 

return False 

 

return True 

 

def _repr_(self): 

""" 

TESTS:: 

 

sage: SetPartitionsPRk(2.5) 

Set partitions of {1, ..., 3, -1, ..., -3} with 3 and -3 in the same block and with at most 1 positive and negative entry in each block and that are planar 

""" 

return SetPartitionsRkhalf_k._repr_(self) + " and that are planar" 

 

def cardinality(self): 

""" 

TESTS:: 

 

sage: SetPartitionsPRk(2.5).cardinality() 

6 

sage: SetPartitionsPRk(3.5).cardinality() 

20 

sage: SetPartitionsPRk(4.5).cardinality() 

70 

""" 

return binomial(2*self.k, self.k) 

 

def __iter__(self): 

""" 

TESTS:: 

 

sage: L = list(SetPartitionsPRk(2.5)); L 

[{{-3, 3}, {-2}, {-1}, {1}, {2}}, {{-3, 3}, {-2}, {-1, 1}, {2}}, 

{{-3, 3}, {-2, 1}, {-1}, {2}}, {{-3, 3}, {-2}, {-1, 2}, {1}}, 

{{-3, 3}, {-2, 2}, {-1}, {1}}, {{-3, 3}, {-2, 2}, {-1, 1}}] 

sage: len(L) 

6 

""" 

positives = Set(range(1, self.k+1)) 

negatives = Set( [ -i for i in positives ] ) 

 

yield self.element_class(self, to_set_partition([[self.k+1, -self.k-1]],k=self.k+1)) 

for n in range(1,self.k+1): 

for top in Subsets(positives, n): 

t = sorted(top) 

for bottom in Subsets(negatives, n): 

b = list(bottom) 

b.sort(reverse=True) 

l = [ [t[i], b[ i ] ] for i in range(n) ] + [ [self.k+1, -self.k-1] ] 

yield self.element_class(self, to_set_partition(l, k=self.k+1)) 

 

######################################################### 

#Algebras 

 

class PartitionAlgebra_generic(CombinatorialAlgebra): 

def __init__(self, R, cclass, n, k, name=None, prefix=None): 

""" 

EXAMPLES:: 

 

sage: from sage.combinat.partition_algebra import * 

sage: s = PartitionAlgebra_sk(QQ, 3, 1) 

sage: s == loads(dumps(s)) 

True 

""" 

self.k = k 

self.n = n 

self._indices = cclass 

self._name = "Generic partition algebra with k = %s and n = %s and basis %s"%( self.k, self.n, cclass) if name is None else name 

self._one = identity(ceil(self.k)) 

self._prefix = "" if prefix is None else prefix 

CombinatorialAlgebra.__init__(self, R) 

 

def _multiply_basis(self, left, right): 

""" 

EXAMPLES:: 

 

sage: from sage.combinat.partition_algebra import * 

sage: s = PartitionAlgebra_sk(QQ, 3, 1) 

sage: t12 = s(Set([Set([1,-2]),Set([2,-1]),Set([3,-3])])) 

sage: t12^2 == s(1) #indirect doctest 

True 

""" 

(sp, l) = set_partition_composition(left, right) 

return {sp: self.n**l} 

class PartitionAlgebraElement_generic(CombinatorialAlgebraElement): 

pass 

 

class PartitionAlgebraElement_ak(PartitionAlgebraElement_generic): 

pass 

class PartitionAlgebra_ak(PartitionAlgebra_generic): 

def __init__(self, R, k, n, name=None): 

""" 

EXAMPLES:: 

 

sage: from sage.combinat.partition_algebra import * 

sage: p = PartitionAlgebra_ak(QQ, 3, 1) 

sage: p == loads(dumps(p)) 

True 

""" 

if name is None: 

name = "Partition algebra A_%s(%s)"%(k, n) 

cclass = SetPartitionsAk(k) 

self._element_class = PartitionAlgebraElement_ak 

PartitionAlgebra_generic.__init__(self, R, cclass, n, k, name=name, prefix="A") 

 

class PartitionAlgebraElement_bk(PartitionAlgebraElement_generic): 

pass 

class PartitionAlgebra_bk(PartitionAlgebra_generic): 

def __init__(self, R, k, n, name=None): 

""" 

EXAMPLES:: 

 

sage: from sage.combinat.partition_algebra import * 

sage: p = PartitionAlgebra_bk(QQ, 3, 1) 

sage: p == loads(dumps(p)) 

True 

""" 

if name is None: 

name = "Partition algebra B_%s(%s)"%(k, n) 

cclass = SetPartitionsBk(k) 

self._element_class = PartitionAlgebraElement_bk 

PartitionAlgebra_generic.__init__(self, R, cclass, n, k, name=name, prefix="B") 

 

class PartitionAlgebraElement_sk(PartitionAlgebraElement_generic): 

pass 

class PartitionAlgebra_sk(PartitionAlgebra_generic): 

def __init__(self, R, k, n, name=None): 

""" 

EXAMPLES:: 

 

sage: from sage.combinat.partition_algebra import * 

sage: p = PartitionAlgebra_sk(QQ, 3, 1) 

sage: p == loads(dumps(p)) 

True 

""" 

if name is None: 

name = "Partition algebra S_%s(%s)"%(k, n) 

cclass = SetPartitionsSk(k) 

self._element_class = PartitionAlgebraElement_sk 

PartitionAlgebra_generic.__init__(self, R, cclass, n, k, name=name, prefix="S") 

 

class PartitionAlgebraElement_pk(PartitionAlgebraElement_generic): 

pass 

class PartitionAlgebra_pk(PartitionAlgebra_generic): 

def __init__(self, R, k, n, name=None): 

""" 

EXAMPLES:: 

 

sage: from sage.combinat.partition_algebra import * 

sage: p = PartitionAlgebra_pk(QQ, 3, 1) 

sage: p == loads(dumps(p)) 

True 

""" 

if name is None: 

name = "Partition algebra P_%s(%s)"%(k, n) 

cclass = SetPartitionsPk(k) 

self._element_class = PartitionAlgebraElement_pk 

PartitionAlgebra_generic.__init__(self, R, cclass, n, k, name=name, prefix="P") 

 

class PartitionAlgebraElement_tk(PartitionAlgebraElement_generic): 

pass 

class PartitionAlgebra_tk(PartitionAlgebra_generic): 

def __init__(self, R, k, n, name=None): 

""" 

EXAMPLES:: 

 

sage: from sage.combinat.partition_algebra import * 

sage: p = PartitionAlgebra_tk(QQ, 3, 1) 

sage: p == loads(dumps(p)) 

True 

""" 

if name is None: 

name = "Partition algebra T_%s(%s)"%(k, n) 

cclass = SetPartitionsTk(k) 

self._element_class = PartitionAlgebraElement_tk 

PartitionAlgebra_generic.__init__(self, R, cclass, n, k, name=name, prefix="T") 

 

class PartitionAlgebraElement_rk(PartitionAlgebraElement_generic): 

pass 

class PartitionAlgebra_rk(PartitionAlgebra_generic): 

def __init__(self, R, k, n, name=None): 

""" 

EXAMPLES:: 

 

sage: from sage.combinat.partition_algebra import * 

sage: p = PartitionAlgebra_rk(QQ, 3, 1) 

sage: p == loads(dumps(p)) 

True 

""" 

if name is None: 

name = "Partition algebra R_%s(%s)"%(k, n) 

cclass = SetPartitionsRk(k) 

self._element_class = PartitionAlgebraElement_rk 

PartitionAlgebra_generic.__init__(self, R, cclass, n, k, name=name, prefix="R") 

 

class PartitionAlgebraElement_prk(PartitionAlgebraElement_generic): 

pass 

class PartitionAlgebra_prk(PartitionAlgebra_generic): 

def __init__(self, R, k, n, name=None): 

""" 

EXAMPLES:: 

 

sage: from sage.combinat.partition_algebra import * 

sage: p = PartitionAlgebra_prk(QQ, 3, 1) 

sage: p == loads(dumps(p)) 

True 

""" 

if name is None: 

name = "Partition algebra PR_%s(%s)"%(k, n) 

cclass = SetPartitionsPRk(k) 

self._element_class = PartitionAlgebraElement_prk 

PartitionAlgebra_generic.__init__(self, R, cclass, n, k, name=name, prefix="PR") 

 

########################################################## 

 

def is_planar(sp): 

""" 

Returns True if the diagram corresponding to the set partition is 

planar; otherwise, it returns False. 

 

EXAMPLES:: 

 

sage: import sage.combinat.partition_algebra as pa 

sage: pa.is_planar( pa.to_set_partition([[1,-2],[2,-1]])) 

False 

sage: pa.is_planar( pa.to_set_partition([[1,-1],[2,-2]])) 

True 

""" 

#Singletons don't affect planarity 

to_consider = [x for x in map(list, sp) if len(x) > 1] 

n = len(to_consider) 

 

for i in range(n): 

#Get the positive and negative entries of this 

#part 

ap = [x for x in to_consider[i] if x>0] 

an = [abs(x) for x in to_consider[i] if x<0] 

#print a, ap, an 

 

 

#Check if a includes numbers in both the top and bottom rows 

if len(ap) > 0 and len(an) > 0: 

 

for j in range(n): 

if i == j: 

continue 

#Get the positive and negative entries of this part 

bp = [x for x in to_consider[j] if x>0] 

bn = [abs(x) for x in to_consider[j] if x<0] 

 

#Skip the ones that don't involve numbers in both 

#the bottom and top rows 

if len(bn) == 0 or len(bp) == 0: 

continue 

 

#Make sure that if min(bp) > max(ap) 

#then min(bn) > max(an) 

if max(bp) > max(ap): 

if min(bn) < min(an): 

return False 

 

 

#Go through the bottom and top rows 

for row in [ap, an]: 

if len(row) > 1: 

row.sort() 

for s in range(len(row)-1): 

if row[s] + 1 == row[s+1]: 

#No gap, continue on 

continue 

else: 

rng = list(range(row[s] + 1, row[s + 1])) 

 

#Go through and make sure any parts that 

#contain numbers in this range are completely 

#contained in this range 

for j in range(n): 

if i == j: 

continue 

 

#Make sure we make the numbers negative again 

#if we are in the bottom row 

if row is ap: 

sr = Set(rng) 

else: 

sr = Set([-1*x for x in rng]) 

 

 

sj = Set(to_consider[j]) 

intersection = sr.intersection(sj) 

if intersection: 

if sj != intersection: 

return False 

 

return True 

 

 

def to_graph(sp): 

""" 

Returns a graph representing the set partition sp. 

 

EXAMPLES:: 

 

sage: import sage.combinat.partition_algebra as pa 

sage: g = pa.to_graph( pa.to_set_partition([[1,-2],[2,-1]])); g 

Graph on 4 vertices 

 

:: 

 

sage: g.vertices() #random 

[1, 2, -2, -1] 

sage: g.edges() #random 

[(1, -2, None), (2, -1, None)] 

""" 

g = Graph() 

for part in sp: 

part_list = list(part) 

if len(part_list) > 0: 

g.add_vertex(part_list[0]) 

for i in range(1, len(part_list)): 

g.add_vertex(part_list[i]) 

g.add_edge(part_list[i-1], part_list[i]) 

return g 

 

def pair_to_graph(sp1, sp2): 

""" 

Return a graph consisting of the disjoint union of the graphs of set 

partitions ``sp1`` and ``sp2`` along with edges joining the bottom 

row (negative numbers) of ``sp1`` to the top row (positive numbers) 

of ``sp2``. 

 

The vertices of the graph ``sp1`` appear in the result as pairs 

``(k, 1)``, whereas the vertices of the graph ``sp2`` appear as 

pairs ``(k, 2)``. 

 

EXAMPLES:: 

 

sage: import sage.combinat.partition_algebra as pa 

sage: sp1 = pa.to_set_partition([[1,-2],[2,-1]]) 

sage: sp2 = pa.to_set_partition([[1,-2],[2,-1]]) 

sage: g = pa.pair_to_graph( sp1, sp2 ); g 

Graph on 8 vertices 

 

:: 

 

sage: g.vertices() #random 

[(1, 2), (-1, 1), (-2, 2), (-1, 2), (-2, 1), (2, 1), (2, 2), (1, 1)] 

sage: g.edges() #random 

[((1, 2), (-1, 1), None), 

((1, 2), (-2, 2), None), 

((-1, 1), (2, 1), None), 

((-1, 2), (2, 2), None), 

((-2, 1), (1, 1), None), 

((-2, 1), (2, 2), None)] 

 

Another example which used to be wrong until :trac:`15958`:: 

 

sage: sp3 = pa.to_set_partition([[1, -1], [2], [-2]]) 

sage: sp4 = pa.to_set_partition([[1], [-1], [2], [-2]]) 

sage: g = pa.pair_to_graph( sp3, sp4 ); g 

Graph on 8 vertices 

 

sage: g.vertices() 

[(-2, 1), (-2, 2), (-1, 1), (-1, 2), (1, 1), (1, 2), (2, 1), (2, 2)] 

sage: g.edges() 

[((-2, 1), (2, 2), None), ((-1, 1), (1, 1), None), 

((-1, 1), (1, 2), None)] 

""" 

g = Graph() 

 

#Add the first set partition to the graph 

for part in sp1: 

part_list = list(part) 

if len(part_list) > 0: 

g.add_vertex( (part_list[0],1) ) 

 

#Add the edge to the second part of the graph 

if part_list[0] < 0: 

g.add_edge( (part_list[0], 1), (abs(part_list[0]), 2) ) 

 

for i in range(1, len(part_list)): 

g.add_vertex( (part_list[i], 1) ) 

 

#Add the edge to the second part of the graph 

if part_list[i] < 0: 

g.add_edge( (part_list[i], 1), (abs(part_list[i]), 2) ) 

 

#Add the edge between adjacent elements of a part 

g.add_edge( (part_list[i-1], 1), (part_list[i], 1) ) 

 

#Add the second set partition to the graph 

for part in sp2: 

part_list = list(part) 

if len(part_list) > 0: 

g.add_vertex( (part_list[0], 2) ) 

for i in range(1, len(part_list)): 

g.add_vertex( (part_list[i], 2) ) 

g.add_edge( (part_list[i-1], 2), (part_list[i], 2) ) 

 

return g 

 

def propagating_number(sp): 

""" 

Returns the propagating number of the set partition sp. The 

propagating number is the number of blocks with both a positive and 

negative number. 

 

EXAMPLES:: 

 

sage: import sage.combinat.partition_algebra as pa 

sage: sp1 = pa.to_set_partition([[1,-2],[2,-1]]) 

sage: sp2 = pa.to_set_partition([[1,2],[-2,-1]]) 

sage: pa.propagating_number(sp1) 

2 

sage: pa.propagating_number(sp2) 

0 

""" 

pn = 0 

for part in sp: 

if min(part) < 0 and max(part) > 0: 

pn += 1 

return pn 

 

def to_set_partition(l,k=None): 

""" 

Coverts a list of a list of numbers to a set partitions. Each list 

of numbers in the outer list specifies the numbers contained in one 

of the blocks in the set partition. 

 

If k is specified, then the set partition will be a set partition 

of 1, ..., k, -1, ..., -k. Otherwise, k will default to the minimum 

number needed to contain all of the specified numbers. 

 

EXAMPLES:: 

 

sage: import sage.combinat.partition_algebra as pa 

sage: pa.to_set_partition([[1,-1],[2,-2]]) == pa.identity(2) 

True 

""" 

if k is None: 

if l == []: 

return Set([]) 

else: 

k = max( (max( map(abs, x) ) for x in l) ) 

 

to_be_added = Set( list(range(1, k+1)) + [-1*x for x in range(1, k+1)] ) 

 

sp = [] 

for part in l: 

spart = Set(part) 

to_be_added -= spart 

sp.append(spart) 

 

for singleton in to_be_added: 

sp.append(Set([singleton])) 

 

return Set(sp) 

 

def identity(k): 

""" 

Returns the identity set partition 1, -1, ..., k, -k 

 

EXAMPLES:: 

 

sage: import sage.combinat.partition_algebra as pa 

sage: pa.identity(2) 

{{2, -2}, {1, -1}} 

""" 

res = [] 

for i in range(1, k+1): 

res.append(Set([i, -i])) 

return Set(res) 

 

 

def set_partition_composition(sp1, sp2): 

""" 

Returns a tuple consisting of the composition of the set partitions 

sp1 and sp2 and the number of components removed from the middle 

rows of the graph. 

 

EXAMPLES:: 

 

sage: import sage.combinat.partition_algebra as pa 

sage: sp1 = pa.to_set_partition([[1,-2],[2,-1]]) 

sage: sp2 = pa.to_set_partition([[1,-2],[2,-1]]) 

sage: pa.set_partition_composition(sp1, sp2) == (pa.identity(2), 0) 

True 

""" 

g = pair_to_graph(sp1, sp2) 

connected_components = g.connected_components() 

 

res = [] 

total_removed = 0 

for cc in connected_components: 

#Remove the vertices that live in the middle two rows 

new_cc = [x for x in cc if not( (x[0]<0 and x[1] == 1) or (x[0]>0 and x[1]==2) )] 

 

if new_cc == []: 

if len(cc) > 1: 

total_removed += 1 

else: 

res.append( Set([x[0] for x in new_cc]) ) 

 

 

return ( Set(res), total_removed )