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#!/usr/bin/env python
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# Copyright: Ira W. Snyder
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# Start Date: 2005-10-08
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# End Date:
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# License: Public Domain
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#
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# Changelog Follows:
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# - 2005-10-16
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# - Implemented the nfa class. It's mostly complete at this point.
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# - E() function works for circular loops now.
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# - Made the nfa.__next_states() function always return a valid reference
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# to a list in the dictionary. This means you should NEVER use
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# self.trans_func[(state, letter)] in code anywhere now :)
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# - Final states are now checked for validity.
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#
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# - 2005-10-19
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# - Everything now works, with a menu even.
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#
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# - 2005-10-20
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# - Added the check for <Python-2.3 compatibility.
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# - Commented the source more.
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#
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################################################################################
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# IMPORTANT NOTES
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################################################################################
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# The DFA table format:
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#
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# [ [Final, 0, NFA_Equivalent, letter1, letter2, ..., lettern],
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# [ [Final, 1, NFA_Equivalent, letter1, letter2, ..., lettern],
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# [ [Final, 2, NFA_Equivalent, letter1, letter2, ..., lettern] ]
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#
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################################################################################
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# The nfa.trans_func format:
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#
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# dict[(state, letter)] = [list, of, states]
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#
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################################################################################
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# Check for <Python-2.3 compatibility (boolean values)
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try:
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True, False
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except NameError:
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(True, False) = (1, 0)
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import sys, string
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class nfa:
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"""Implements a Non-Deterministic Finite Automaton"""
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def __init__(self):
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"""Constructor for the nfa object"""
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self.__clear()
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def __clear(self):
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"""Clear all instance variables of the nfa class"""
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self.trans_func = {}
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self.num_states = 0
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self.final_states = []
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self.initial_state = 0
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self.possible_letters = []
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self.dfa_table = []
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def __state_in_range(self, state):
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"""Check if a given state is in the acceptable range"""
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# Check to make sure this can be converted to an int.
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# Return False if the conversion fails.
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try:
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temp = int(state)
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except (TypeError, ValueError):
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return False
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# Make sure this is a state in the range
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if temp >= 0 and temp < self.num_states:
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return True
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# We weren't in the correct range, so return False
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return False
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def __input_num_states(self):
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"""Ask the user (nicely) for the number of states this automaton will have"""
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done = False
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while not done:
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num_states = raw_input('How many states in this automaton: ')
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print
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# Make sure we can convert the value successfully, then set
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# the num_states variable.
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try:
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self.num_states = int(num_states)
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done = True
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except (TypeError, ValueError):
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print 'Bad input, not an integer, try again'
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print
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def __input_final_states(self):
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"""Ask the user for a list of final states for this automaton"""
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print 'Enter final states on one line, seperated by spaces'
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done = False
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while not done:
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final_states = raw_input('Final states: ')
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print
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# Check each value entered, one by one, and set bad_data if there
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# was a state out of the valid range
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bad_data = False
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for i in final_states.split():
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if not self.__state_in_range(i):
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print 'State %s out of range. All input discarded.' % (i, )
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print 'Try again please'
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print
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bad_data = True
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break
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# If we left the for loop with bad data, start over.
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if bad_data:
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continue
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# All data is good, read the values into the final_states list.
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for i in final_states.split():
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if self.__state_in_range(i):
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self.final_states.append(int(i))
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done = True
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def __input_all_edges(self):
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"""Ask the user to input all of the edges for this automaton"""
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print 'Edges take the form "from HERE, by LETTER, to THERE"'
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print 'Enter something like: "1 a 3" to represent the following'
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print 'from q1, by a, go to q3'
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print
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print 'RULES:'
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print '------------------------------------------------------'
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print '1. Enter a blank line to stop reading edges'
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print '2. ^ is the empty string'
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print '3. Enter one letter at a time (no multi-letter states)'
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print
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# Read edges, one by one. Check them as they are entered.
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done = False
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while not done:
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edge = raw_input('Edge: ')
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# Check to see if we got a blank line
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if len(edge) == 0:
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done = True
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continue
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# If we didn't get exactly 3 arguments, try again
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if len(edge.split()) != 3:
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print 'Bad edge entered.'
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print 'Exactly 3 arguments are required for a valid edge.'
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print
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continue
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# All checks appear fine, set a variable for each piece
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(cur_st, letter, next_st) = edge.split()
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# Make sure the states entered are in range
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if self.__state_in_range(cur_st) and self.__state_in_range(next_st):
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new_state = False
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cur_st = int(cur_st) # convert to int
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next_st = int(next_st) # convert to int
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# Add the state to the list if it's not there already
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if next_st not in self.__next_states(cur_st, letter):
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self.__next_states(cur_st, letter).append(next_st)
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else: # At least one state was not in range
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print 'Invalid current or next state entered'
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print
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continue
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def __input_automaton(self):
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"""Read this entire automaton's input"""
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self.__input_num_states()
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self.__input_final_states()
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self.__input_all_edges()
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# Make sure to visit all '^' states (to make printing easier)
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# TODO: See if you need this anymore (I don't think so)
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#for i in range(self.num_states):
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# self.__E(i)
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def main_menu(self):
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"""Display the main menu for this automaton"""
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done = False
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automaton_entered = False
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while not done:
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print 'Menu:'
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print '========================================'
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print '1. Enter an NFA'
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print '2. Output corresponding DFA'
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print '3. Quit'
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print
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s = raw_input('Choice >>> ')
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print
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if s == '1':
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self.__clear()
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self.__input_automaton()
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automaton_entered = True
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print
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elif s == '2':
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if automaton_entered:
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self.__output_dfa()
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else:
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print 'Enter a NFA first'
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print
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elif s == '3':
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done = True
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else:
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print 'Bad Selection'
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print
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def __output_dfa(self):
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"""Generate and print the DFA that corresponds to the NFA entered"""
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print
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print 'Initial State: %s' % (0, )
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print
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self.__generate_dfa_table()
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self.__print_dfa_table()
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print
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def __print_dfa_table(self):
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"""Print out a nicely spaced representation of the DFA's table"""
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#header1 = '%-8s%-8s%-20s' % ('Final', 'Number', 'NFA Equiv')
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header1 = '%-8s%-8s' % ('Final', 'State #')
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header2 = ''
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for l in self.possible_letters:
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header2 = '%s%-4s' % (header2, l)
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heading = '%s %s' % (header1, header2)
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hdr_line = ''
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for i in range(len(heading)):
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hdr_line = '%s-' % (hdr_line, )
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print heading
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print hdr_line
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for rec in self.dfa_table:
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#line1 = '%-8s%-8s%-20s' % (rec[0], rec[1], rec[2])
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line1 = '%-8s%-8s' % (rec[0], rec[1])
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line2 = ''
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for l in range(len(self.possible_letters)):
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line2 = '%s%-4s' % (line2, rec[l+3])
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print '%s %s' % (line1, line2)
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def __next_states(self, state, letter):
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"""Return the next states for the key (state, letter)"""
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try:
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next = self.trans_func[(state, letter)]
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except KeyError:
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# Create a new empty list for this state if it doesn't exist yet
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next = self.trans_func[(state, letter)] = []
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# Make sure that we can go to ourselves by the empty letter
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if letter == '^' and state not in next:
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next.append(state)
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return next
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def __E(self, state, letter='^', storage=None, visited=None):
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"""Calculate E(state) and return it. This handles circular E()
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calculations."""
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# Work around weird mutable default argument stuff
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if storage is None:
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storage = []
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# Work around weird mutable default argument stuff
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if visited is None:
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visited = []
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# Find all of the direct next states that we can get to by
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# the empty string, and append anything that is not already there
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for i in self.__next_states(state, letter):
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if i not in storage:
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storage.append(i)
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# Visit everything in storage that has not been visited already
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for i in storage:
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if i not in visited:
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visited.append(i)
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temp = self.__E(i, letter, storage, visited)
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# Avoid duplicating things in storage
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for j in temp:
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if j not in storage:
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storage.append(j)
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return storage
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def __by_letter(self, states, letter):
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"""Returns a list of states to where you can go from a group (list)
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of states, with a certain letter"""
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from_states = []
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# Make sure E() has been called on every state here.
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# It should have been already, but just to make sure,
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# we'll do it here, too :)
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for s in states:
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from_states.extend(self.__E(s))
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from_states = self.__unique_sort(from_states)
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new_states = []
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# For each state, find the next states, and add them to the list
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for s in from_states:
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new_states.extend(self.__next_states(s, letter))
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new_states = self.__unique_sort(new_states)
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return new_states
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def __unique_sort(self, li):
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"""Make sure everything in a list is unique, and then sort it"""
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newlist = []
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for i in li:
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if i not in newlist:
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newlist.append(i)
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newlist.sort()
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return newlist
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def __is_final_state(self, state):
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"""Check if a state is a final state."""
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if state in self.final_states:
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return True
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return False
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def __is_list_final(self, states):
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"""Check if at least one state in the list "states" is final"""
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for s in states:
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if self.__is_final_state(s):
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return True
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return False
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def __get_temp_record(self, num_letters):
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"""Create a record (for the DFA table) that has the proper number
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of slots"""
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366 |
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| 136 |
ira |
367 |
blank = None
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368 |
return [blank for i in range(num_letters + 3)]
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369 |
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| 138 |
ira |
370 |
def __get_possible_letters(self):
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ira |
371 |
"""Create a list of all the possible letters for the NFA,
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372 |
and store it in possible_letters"""
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373 |
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374 |
# Get the list of all letters
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| 135 |
ira |
375 |
possible_letters = []
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376 |
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|
377 |
for (state, letter) in self.trans_func.keys():
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| 137 |
ira |
378 |
if letter not in possible_letters and letter != '^':
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| 135 |
ira |
379 |
possible_letters.append(letter)
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380 |
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| 138 |
ira |
381 |
possible_letters = self.__unique_sort(possible_letters)
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| 136 |
ira |
382 |
self.possible_letters = possible_letters
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| 140 |
ira |
383 |
|
| 138 |
ira |
384 |
def __generate_dfa_table(self):
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| 140 |
ira |
385 |
"""Generate a table for the DFA representation of the NFA entered earlier"""
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| 135 |
ira |
386 |
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| 140 |
ira |
387 |
# Get all the possible letters
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| 138 |
ira |
388 |
self.__get_possible_letters()
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|
|
389 |
|
| 140 |
ira |
390 |
# Prime the dfa table with the first state
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| 136 |
ira |
391 |
self.make_basic_record(self.__E(0))
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| 135 |
ira |
392 |
|
| 140 |
ira |
393 |
# Loop until we resolve every letter in the table
|
|
|
394 |
while self.find_unresolved_letter() != (-1, -1):
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| 136 |
ira |
395 |
(record, letter_pos) = self.find_unresolved_letter()
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396 |
self.resolve_letter(record, letter_pos)
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| 135 |
ira |
397 |
|
| 136 |
ira |
398 |
def resolve_letter(self, record, letter_pos):
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| 140 |
ira |
399 |
"""Resolve a letter in the table, either adding a new entry if the
|
|
|
400 |
required state doesn't already exist, or putting a link to
|
|
|
401 |
an existing state"""
|
|
|
402 |
|
|
|
403 |
# Get the NFA equivalent multi-state
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| 136 |
ira |
404 |
fromstates = self.dfa_table[record][2]
|
|
|
405 |
tostates = []
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| 135 |
ira |
406 |
|
| 140 |
ira |
407 |
# Find all the states we can go to from our multi-state
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| 136 |
ira |
408 |
for s in fromstates:
|
|
|
409 |
tostates.extend(self.__next_states(s, self.possible_letters[letter_pos-3]))
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| 135 |
ira |
410 |
|
| 140 |
ira |
411 |
tostates = self.__unique_sort(tostates)
|
|
|
412 |
|
|
|
413 |
# Make the letter we are trying to resolve point to a record in the table.
|
|
|
414 |
# make_basic_record() will return the correct record, even if it needs to
|
|
|
415 |
# create a new one.
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| 136 |
ira |
416 |
self.dfa_table[record][letter_pos] = self.make_basic_record(tostates)
|
| 135 |
ira |
417 |
|
| 140 |
ira |
418 |
def find_unresolved_letter(self):
|
| 136 |
ira |
419 |
"""Returns an index pair of an unresolved letter that exists in the dfa_table.
|
|
|
420 |
If there are no more letters, return (-1, -1)"""
|
| 135 |
ira |
421 |
|
| 136 |
ira |
422 |
for i in range(len(self.dfa_table)):
|
|
|
423 |
for j in range(len(self.possible_letters)):
|
|
|
424 |
if self.dfa_table[i][j+3] == None:
|
|
|
425 |
return (i, j+3)
|
| 135 |
ira |
426 |
|
| 136 |
ira |
427 |
return (-1, -1)
|
| 135 |
ira |
428 |
|
| 136 |
ira |
429 |
def make_basic_record(self, from_states):
|
| 140 |
ira |
430 |
"""Create a record, if necessary, for the states "from_states."
|
|
|
431 |
If a corresponding state already exists, return it's index. A new state
|
|
|
432 |
will have everything but the letters filled in."""
|
| 135 |
ira |
433 |
|
| 136 |
ira |
434 |
if self.dfa_state_exists(from_states) == -1: #doesn't exist
|
|
|
435 |
temp_record = self.__get_temp_record(len(self.possible_letters))
|
|
|
436 |
recordnum = len(self.dfa_table)
|
| 135 |
ira |
437 |
|
| 136 |
ira |
438 |
temp_record[1] = recordnum
|
|
|
439 |
temp_record[2] = self.__unique_sort(from_states)
|
|
|
440 |
temp_record[0] = self.__is_list_final(from_states)
|
| 135 |
ira |
441 |
|
| 136 |
ira |
442 |
self.dfa_table.append(temp_record)
|
| 135 |
ira |
443 |
|
| 136 |
ira |
444 |
# always return a re-call of the function. This will not fail, since a new
|
|
|
445 |
# record is added above if a record does not already exist.
|
|
|
446 |
return self.dfa_state_exists(from_states)
|
| 135 |
ira |
447 |
|
|
|
448 |
|
| 136 |
ira |
449 |
def dfa_state_exists(self, from_states):
|
|
|
450 |
"""Find out if this state already exists in the dfa table.
|
|
|
451 |
If it does exist, return it's dfa state name.
|
|
|
452 |
If it does not exist, return -1"""
|
| 130 |
ira |
453 |
|
| 136 |
ira |
454 |
sorted_states = self.__unique_sort(from_states)
|
|
|
455 |
|
|
|
456 |
for i in range(len(self.dfa_table)):
|
|
|
457 |
if self.dfa_table[i][2] == sorted_states:
|
|
|
458 |
return self.dfa_table[i][1]
|
|
|
459 |
|
|
|
460 |
return -1
|
|
|
461 |
|
| 130 |
ira |
462 |
if __name__ == '__main__':
|
|
|
463 |
automaton = nfa()
|
|
|
464 |
automaton.main_menu()
|
|
|
465 |
|