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PolyFind.py
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PolyFind.py
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import os
import networkx as nx
from tkinter import *
from tkinter.ttk import *
import re
import math
import argparse
import itertools
import subprocess
import sys
import tkinter.scrolledtext as tkst
def powerGraph(g,n):
base=g.copy()
for i in range(0,n-1):
base=nx.tensor_product(base,g)
return base.to_directed()
def product(g1,g2):
base=nx.tensor_product(g1,g2)
base = nx.convert_node_labels_to_integers(base, first_label=0, ordering='default', label_attribute=None)
return base.to_directed()
def convertToUndirected(G):
return G.to_directed()
def makeGraphs(string):
instructions = string.split(",")
graphs=[]
for instruction in instructions:
if instruction[0]=="K":
instruction = instruction[1:]
graphs.append(nx.complete_graph(int(instruction)))
if instruction[0]=="C":
instruction = instruction[1:]
graphs.append(nx.cycle_graph(int(instruction)))
return mergeGraphs(graphs)
def mergeGraphs(graphs):
base = graphs[0]
index=0
for graph in graphs:
graph = graph.to_directed()
if index>0:
base = product(base.to_directed(),graph.to_directed()).to_directed()
index+=1
return base.to_directed()
def polyCustom(polyInput,noNodesG1,noNodesG2):
functionList = []
constraints=[]
data = polyInput.split("^")
for line in data:
sides = line.split("=")
if "(" in sides[0]:
functionInputs = sides[0][sides[0].index("(")+1:sides[0].index(")")]
functionArity = len(functionInputs.split(","))
functionList.append([sides[0][0],functionArity])
if "(" in sides[1]:
functionInputs = sides[1][sides[1].index("(")+1:sides[1].index(")")]
functionArity = len(functionInputs.split(","))
functionList.append([sides[1][0],functionArity])
if not checkFunctions(functionList):
return "error"
for line in data:
constraint="cnf(poly,axiom,"
sides = line.split("=")
if "(" in sides[0] and "(" in sides[1]:
constraints.append(constraint+line + ").\n")
elif "(" in sides[0]:
constraint += line
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|"+sides[1][0]+"=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|"+sides[1][0]+"=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
for function in functionList:
constraint = "cnf(preserves,axiom,("
minia=""
minib=""
for i in range (0,int(function[1])):
constraint = constraint + "~gr(X" + str(i*2) +",X"+ str(i*2+1)+")|"
minia=minia+"X"+str(2*i)+","
minib=minib+"X"+str(2*i+1)+","
minia = minia[:-1]
minib = minib[:-1]
constraint = constraint +"grb("+function[0]+"("+minia+"),"+function[0]+"("+minib+")))).\n"
constraints.append(constraint)
return list(dict.fromkeys(constraints))
def checkFunctions(functions):
for function in functions:
for functionb in functions:
if function[0] == functionb[0]:
if function[1] != functionb[1]:
return False
return True
def finpolFunctions(G1,G2,v,m,outputArea,custom):
p=0
symmetric=True
answer=""
text_file = open("para.txt", "w")
noNodesG1 = len(G1.nodes())
noNodesG2 = len(G2.nodes())
edgesG1 = []
edgesG2 = []
n=0
for edge in G1.edges():
edgesG1.append([edge[0],edge[1]])
for edge in G2.edges():
edgesG2.append([edge[0],edge[1]])
### custom polys
if (v=="siggers"):
for line in polySiggers(noNodesG1,noNodesG2):
text_file.write(line)
n=4
elif (v=="malcev"):
for line in polyMalcev(noNodesG1,noNodesG2):
text_file.write(line)
n=3
elif (v=="nu3"):
for line in polyNU3(noNodesG1,noNodesG2):
text_file.write(line)
n=3
elif (v=="nu4"):
for line in polyNU4(noNodesG1,noNodesG2):
text_file.write(line)
n=4
elif (v=="nu5"):
for line in polyNU5(noNodesG1,noNodesG2):
text_file.write(line)
n=5
elif (v=="wnu2"):
for line in polyWnu2(noNodesG1,noNodesG2):
text_file.write(line)
n=2
elif (v=="wnu3"):
for line in polyWnu3(noNodesG1,noNodesG2):
text_file.write(line)
n=3
elif (v=="wnu4"):
for line in polyWnu4(noNodesG1,noNodesG2):
text_file.write(line)
n=4
elif (v=="wnu5"):
for line in polyWnu5(noNodesG1,noNodesG2):
text_file.write(line)
n=5
elif (v=="2sml"):
for line in poly2sml(noNodesG1,noNodesG2):
text_file.write(line)
n=2
elif (v=="sml"):
for line in polysml(noNodesG1,noNodesG2):
text_file.write(line)
n=2
elif (v=="edge4"):
for line in polyEdge4(noNodesG1,noNodesG2):
text_file.write(line)
n=4
elif (v=="edge5"):
for line in polyEdge5(noNodesG1,noNodesG2):
text_file.write(line)
n=5
elif (v=="omit12"):
for line in polyOmit12(noNodesG1,noNodesG2):
text_file.write(line)
n=4
elif (v=="ts4"):
for line in polyTs4(noNodesG1,noNodesG2):
text_file.write(line)
n=4
elif (v=="ts3"):
for line in polyTs3(noNodesG1,noNodesG2):
text_file.write(line)
n=3
elif (v=="none"):
p=0
elif (v=="custom"):
try:
for line in polyCustom(custom,noNodesG1,noNodesG2):
if line=="error":
raise
text_file.write(line)
except:
print("fail")
else: #something went wrong
p=0
maxN = max(noNodesG1,noNodesG2)
for x in range(0,maxN):
for y in range(0,maxN):
if [x,y] in edgesG1:
text_file.write("cnf(graph,axiom,gr("+str(x)+","+str(y)+")).\n")
else:
text_file.write("cnf(graph,axiom,~gr("+str(x)+","+str(y)+")).\n")
for x in range(0,maxN):
for y in range(0,maxN):
if [x,y] in edgesG2:
text_file.write("cnf(graph,axiom,grb("+str(x)+","+str(y)+")).\n")
else:
text_file.write("cnf(graph,axiom,~grb("+str(x)+","+str(y)+")).\n")
constraint = "cnf(elems,axiom,("
for i in range(0,maxN):
constraint = constraint + "X="+str(i)+"|"
constraint = constraint[:-1]
constraint=constraint + ")).\n"
text_file.write(constraint)
constraint = "cnf(preserves,axiom,("
minia=""
minib=""
for i in range (0,int(n)):
constraint = constraint + "~gr(X" + str(i*2) +",X"+ str(i*2+1)+")|"
minia=minia+"X"+str(2*i)+","
minib=minib+"X"+str(2*i+1)+","
minia = minia[:-1]
minib = minib[:-1]
constraint = constraint +"grb(t("+minia+"),t("+minib+")))).\n"
if (not v =="custom" and not v=="none"):
text_file.write(constraint)
if v=="omit12":
n-=1
minia=""
minib=""
for i in range (0,int(n)):
constraint = constraint + "~gr(X" + str(i*2) +",X"+ str(i*2+1)+")|"
minia=minia+"X"+str(2*i)+","
minib=minib+"X"+str(2*i+1)+","
minia = minia[:-1]
minib = minib[:-1]
constraint = constraint +"grb(s("+minia+"),s("+minib+")))).\n"
text_file.write(constraint)
isModel = True
text_file.close()
#create a bat file to do it for you
if int(m)==1:
result= (subprocess.check_output(['paradox.exe','para.txt','--model']))
else :
result= (subprocess.check_output(['paradox.exe','para.txt']))
result = result.decode()
resultString=""
for char in result:
resultString+=char
resultString=resultString.split("\n")
if not (outputArea=="stdout"):
outputArea.config(state=NORMAL)
outputArea.delete('1.0', END)
for line in resultString:
if ("Satisfiable" in line) or ("Unsatisfiable" in line):
outputArea.insert(INSERT,line)
try:
if "= !" in line:
outputArea.insert(INSERT,re.sub('[!]', '', line) +"\n")
except:
p=0
outputArea.config(state=DISABLED)
else:
for line in resultString:
if ("Satisfiable" in line) or ("Unsatisfiable" in line):
print(line)
try:
if "= !" in line:
print(re.sub('[!]', '', line))
except:
p=0
def polySiggers(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,t(X,X,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
#unclear if this constraint is in siggers definition
constraints.append(constraint)
constraints.append("cnf(sml,axiom, t(X,Y,X,Z)=t(Y,X,Z,Y)).\n")
constraint = "cnf(sml,axiom,"
for i in range(0,noNodesG2):
constraint=constraint + "t(X,Y,Z,P)=" +str(i) +"|"
constraint = constraint[:-1]
constraint=constraint + ").\n"
constraints.append(constraint)
return constraints
def polyNU3(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,t(Y,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(X,Y,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(X,X,Y)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
return constraints
def polyNU4(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,t(Y,X,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(X,Y,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(X,X,Y,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(X,X,X,Y)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
return constraints
def polyNU5(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,t(Y,X,X,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(X,Y,X,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(X,X,Y,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(X,X,X,Y,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(X,X,X,X,Y)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
return constraints
#different polymorphisums constraints
def poly2sml(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,t(X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraints.append("cnf(sml,axiom,t(X,Y)=t(Y,X)).\n")
constraints.append("cnf(sml,axiom,t(X,t(X,Y))=t(X,Y)).\n")
return constraints
def polysml(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,t(X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraints.append("cnf(sml,axiom,t(X,Y)=t(Y,X)).\n")
constraints.append("cnf(sml,axiom,t(X,t(X,Z))=t(t(X,Y),Z)).\n")
return constraints
def polyWnu2(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,t(X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraints.append("cnf(wnu,axiom,t(X,Y)=t(Y,X)).\n")
return constraints
def polyWnu3(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,t(X,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraints.append("cnf(wnu,axiom,t(X,X,Y)=t(Y,X,X)).\n")
constraints.append("cnf(wnu,axiom,t(X,X,Y)=t(X,Y,X)).\n")
return constraints
def polyWnu4(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,t(X,X,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraints.append("cnf(wnu,axiom,t(Y,X,X,X)=t(X,Y,X,X)).\n")
constraints.append("cnf(wnu,axiom,t(X,Y,X,X)=t(X,X,Y,X)).\n")
constraints.append("cnf(wnu,axiom,t(X,X,Y,X)=t(X,X,X,Y)).\n")
return constraints
def polyWnu5(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,t(X,X,X,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraints.append("cnf(wnu,axiom,t(Y,X,X,X,X)=t(X,Y,X,X,X)).\n")
constraints.append("cnf(wnu,axiom,t(X,Y,X,X,X)=t(X,X,Y,X,X)).\n")
constraints.append("cnf(wnu,axiom,t(X,X,Y,X,X)=t(X,X,X,Y,X)).\n")
constraints.append("cnf(wnu,axiom,t(X,X,X,Y,X)=t(X,X,X,X,Y)).\n")
return constraints
def polyTs3(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,t(X,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraints.append("cnf(wnu,axiom,t(X,Y,Z)=t(Y,X,Z)).\n")
constraints.append("cnf(wnu,axiom,t(X,Y,Z)=t(Y,Z,X)).\n")
constraints.append("cnf(wnu,axiom,t(X,Y,Z)=t(X,Z,Y)).\n")
constraints.append("cnf(wnu,axiom,t(X,Y,Z)=t(Z,Y,X)).\n")
constraints.append("cnf(wnu,axiom,t(X,Y,Z)=t(Z,X,Y)).\n")
constraints.append("cnf(wnu,axiom,t(X,X,Y)=t(X,Y,Y)).\n")
return constraints
def polyOmit12(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,s(X,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraints.append("cnf(wnu,axiom,s(X,X,Y)=s(Y,X,X)).\n")
constraints.append("cnf(wnu,axiom,s(X,X,Y)=s(X,Y,X)).\n")
constraint="cnf(sml,axiom,t(X,X,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraints.append("cnf(wnu,axiom,t(Y,X,X,X)=t(X,Y,X,X)).\n")
constraints.append("cnf(wnu,axiom,t(X,Y,X,X)=t(X,X,Y,X)).\n")
constraints.append("cnf(wnu,axiom,t(X,X,Y,X)=t(X,X,X,Y)).\n")
constraints.append("cnf(wnu,axiom,s(X,X,Y)=t(X,X,X,Y)).\n")
return constraints
def polyTs4(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,t(X,X,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraints.append("cnf(wnu,axiom,t(X,Y,Z,V)=t(Y,X,Z,V)).\n")
constraints.append("cnf(wnu,axiom,t(X,Y,Z,V)=t(X,Z,Y,V)).\n")
constraints.append("cnf(wnu,axiom,t(X,Y,Z,V)=t(X,Y,V,Z)).\n")
constraints.append("cnf(wnu,axiom,t(X,X,Y,Z)=t(X,Y,Y,Z)).\n")
constraints.append("cnf(wnu,axiom,t(X,X,X,Y)=t(X,X,Y,Y)).\n")
constraints.append("cnf(wnu,axiom,t(X,X,X,Y)=t(X,Y,Y,Y)).\n")
return constraints
def polyArith(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,t(X,Y,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(Y,X,X)=Y"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|Y=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|Y=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(X,X,Y)=Y"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|Y=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|Y=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
return constraints
def polyEdge4(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,t(Y,Y,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(Y,X,Y,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(X,X,X,Y)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
return constraints
def polyEdge5(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,t(Y,Y,X,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(Y,X,Y,X,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(X,X,X,Y,X)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(X,Y,X,X,Y)=X"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|X=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|X=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
return constraints
def polyMalcev(noNodesG1,noNodesG2):
constraints=[]
constraint="cnf(sml,axiom,t(Y,X,X)=Y"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|Y=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|Y=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
constraint="cnf(sml,axiom,t(X,X,Y)=Y"
if (noNodesG2<noNodesG1):
for i in range(noNodesG2,noNodesG1):
constraint = constraint + "|Y=" + str(i)
elif (noNodesG1<noNodesG2):
for i in range(noNodesG1,noNodesG2):
constraint = constraint + "|Y=" + str(i)
constraint = constraint + ").\n"
constraints.append(constraint)
return constraints
#input example: f(X,Y,Z)=Z|f(X,Z,Z)=f(X,Z,X)
#split base on |
def makeGraphFromFile(data):
for line in data:
for let in line:
let= re.sub('\n', '', let)
G = nx.Graph().to_directed()
for n in range(0,len(data)):
G.add_node(n)
for i in range(0,len(data)):
for j in range(0,len(data)):
if data[i][j]=='1':
G.add_edge(i,j)
return G
def getGraph(file_name):
fileData = open(file_name, "r")
data = fileData.read()
fileData.close()
data=data.rstrip()
datalist = data.split(";")
no = len(datalist)
final_data=[]
for line in datalist:
final_data.append(line.split(","))
for x in range(0,len(final_data)):
for y in range(0,len(final_data)):
if not len(final_data[x])==no:
raise
if final_data[x][y]!="0" and final_data[x][y]!="1":
raise
graph = makeGraphFromFile(final_data)
return graph
def getInputs(G1,G2,v,m,outputArea,custom):
Graph1 = None
Graph2 = None
if "." in G1:
try:
Graph1 = getGraph(G1)
except:
outputArea.config(state=NORMAL)
outputArea.delete('1.0', END)
outputArea.insert(INSERT,"Fail problem with graph 1")
outputArea.config(state=DISABLED)
sys.exit()
else:
if len (re.sub(r'[C,K][0-9]+(,[C,K][0-9]+)*', "", G1))>0:
outputArea.config(state=NORMAL)
outputArea.delete('1.0', END)
outputArea.insert(INSERT,"Fail problem with graph 1")
outputArea.config(state=DISABLED)
sys.exit()
else:
Graph1 = makeGraphs(G1)
if "." in G2:
try:
Graph2 = getGraph(G2)
except:
outputArea.config(state=NORMAL)
outputArea.delete('1.0', END)
outputArea.insert(INSERT,"Fail problem with graph 2")
outputArea.config(state=DISABLED)
sys.exit()
else:
if len (re.sub(r'[C,K][0-9]+(,[C,K][0-9]+)*', "", G1))>0:
outputArea.config(state=NORMAL)
outputArea.delete('1.0', END)
outputArea.insert(INSERT,"Fail problem with graph 2")
outputArea.config(state=DISABLED)
sys.exit()
else:
Graph2 = makeGraphs(G2)
finpolFunctions(Graph1,Graph2,v,m,outputArea,custom)
def main(G1,G2,v,m,pC):
if G1=="launchGUI":
master = Tk()
master.title("PolyFind")
master.geometry('600x300')
lbl = Label(master, text="Graph being raised to the power")
lbl.grid(column=0, row=0)
lb2 = Label(master, text="Graph being mapped to")
lb2.grid(column=1, row=0)
lb3 = Label(master, text="Type of Polymorphism")
lb3.grid(column=0, row=3)
lb3 = Label(master, text="If custom")
lb3.grid(column=2, row=2)
txt = Entry(master,width=20)
txt.grid(column=0, row=1)
txt2 = Entry(master,width=20)
txt2.grid(column=1, row=1)
txt3 = Entry(master,width=20)
txt3.grid(column=2, row=3)
var1 = IntVar()
Checkbutton(master, text="Return example", variable=var1).grid(column=1,row=4, sticky=W)
combo = Combobox(master)
combo['values'] = ("none","custom","malcev", "nu3","nu4","nu5","edge4","edge5","bw","sml","2sml","ts4","ts3","wnu2","wnu3","wnu4","wnu5","siggers")
combo.current(0)
combo.grid(column=1, row=3)
editArea = tkst.ScrolledText(master,wrap = WORD,width = 30,height = 10)
editArea.config(state=DISABLED)
editArea.grid(column=1, row=5)
btn = Button(master, text="Find Polymorphism", command=lambda: getInputs(txt.get(),txt2.get(),combo.get(),var1.get(),editArea,txt3.get()))
btn.grid(column=2, row=4)
else:
getInputs(G1,G2,v,m,"stdout",pC)
parser = argparse.ArgumentParser(description='parser')
parser.add_argument('-G1', metavar='string', required=True,
help='the path to workspace')
parser.add_argument('-G2', metavar='string', required=True,
help='path to dem')
parser.add_argument('-v', metavar='string', required=True,
help='path to dem')
parser.add_argument('-m', metavar='string', required=True,
help='path to dem')
parser.add_argument('-pC', metavar='string', required=True,
help='path to dem')
args = None
try :
args = parser.parse_args()
main(G1=args.G1, G2=args.G2,v=args.v,m=args.m,pC=args.pC)
except:
main("launchGUI", "launchGUI", "launchGUI", "launchGUI","launchGUI")