1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289
|
import sys
import re
import copy
import json
from string import ascii_uppercase
from itertools import combinations
from collections import defaultdict
NONTERMINALSET = []
COUNT = 1
def main(grammar_file, out, start):
grammar = None
# If grammar file is a preprocessed NT file, then skip preprocessing
if '.json' in grammar_file:
with open(grammar_file, 'r') as fd:
grammar = json.load(fd)
elif '.g4' in grammar_file:
with open(grammar_file, 'r') as fd:
data = fd.readlines()
grammar = preprocess(data)
else:
raise('Unknwown file format passed. Accepts (.g4/.json)')
with open('debug_preprocess.json', 'w+') as fd:
json.dump(grammar, fd)
grammar = remove_unit(grammar) # eliminates unit productions
with open('debug_unit.json', 'w+') as fd:
json.dump(grammar, fd)
grammar = remove_mixed(grammar) # eliminate terminals existing with non-terminals
with open('debug_mixed.json', 'w+') as fd:
json.dump(grammar, fd)
grammar = break_rules(grammar) # eliminate rules with more than two non-terminals
with open('debug_break.json', 'w+') as fd:
json.dump(grammar, fd)
grammar = gnf(grammar)
# Dump GNF form of the grammar with only reachable rules
# reachable_grammar = get_reachable(grammar, start)
# with open('debug_gnf_reachable.json', 'w+') as fd:
# json.dump(reachable_grammar, fd)
with open('debug_gnf.json', 'w+') as fd:
json.dump(grammar, fd)
grammar["Start"] = [start]
with open(out, 'w+') as fd:
json.dump(grammar, fd)
def get_reachable(grammar, start):
'''
Returns a grammar without dead rules
'''
reachable_nt = set()
worklist = list()
processed = set()
reachable_grammar = dict()
worklist.append(start)
while worklist:
nt = worklist.pop(0)
processed.add(nt)
reachable_grammar[nt] = grammar[nt]
rules = grammar[nt]
for rule in rules:
tokens = gettokens(rule)
for token in tokens:
if not isTerminal(token):
if token not in processed:
worklist.append(token)
return reachable_grammar
def gettokens(rule):
pattern = re.compile("([^\s\"\']+)|\"([^\"]*)\"|\'([^\']*)\'")
return [matched.group(0) for matched in pattern.finditer(rule)]
def gnf(grammar):
old_grammar = copy.deepcopy(grammar)
new_grammar = defaultdict(list)
isgnf = False
while not isgnf:
for lhs, rules in old_grammar.items():
for rule in rules:
tokens = gettokens(rule)
if len(tokens) == 1 and isTerminal(rule):
new_grammar[lhs].append(rule)
continue
startoken = tokens[0]
endrule = tokens[1:]
if not isTerminal(startoken):
newrules = []
extendrules = old_grammar[startoken]
for extension in extendrules:
temprule = endrule[:]
temprule.insert(0, extension)
newrules.append(temprule)
for newnew in newrules:
new_grammar[lhs].append(' '.join(newnew))
else:
new_grammar[lhs].append(rule)
isgnf = True
for lhs, rules in new_grammar.items():
for rule in rules:
# if "\' \'" or isTerminal(rule):
tokens = gettokens(rule)
if len(tokens) == 1 and isTerminal(rule):
continue
startoken = tokens[0]
if not isTerminal(startoken):
isgnf = False
break
if not isgnf:
old_grammar = copy.deepcopy(new_grammar)
new_grammar = defaultdict(list)
return new_grammar
def preprocess(data):
productions = []
production = []
for line in data:
if line != '\n':
production.append(line)
else:
productions.append(production)
production = []
final_rule_set = {}
for production in productions:
rules = []
init = production[0]
nonterminal = init.split(':')[0]
rules.append(strip_chars(init.split(':')[1]).strip('| '))
for production_rule in production[1:]:
rules.append(strip_chars(production_rule.split('|')[0]))
final_rule_set[nonterminal] = rules
# for line in data:
# if line != '\n':
# production.append(line)
return final_rule_set
def remove_unit(grammar):
nounitproductions = False
old_grammar = copy.deepcopy(grammar)
new_grammar = defaultdict(list)
while not nounitproductions:
for lhs, rules in old_grammar.items():
for rhs in rules:
# Checking if the rule is a unit production rule
if len(gettokens(rhs)) == 1:
if not isTerminal(rhs):
new_grammar[lhs].extend([rule for rule in old_grammar[rhs]])
else:
new_grammar[lhs].append(rhs)
else:
new_grammar[lhs].append(rhs)
# Checking there are no unit productions left in the grammar
nounitproductions = True
for lhs, rules in new_grammar.items():
for rhs in rules:
if len(gettokens(rhs)) == 1:
if not isTerminal(rhs):
nounitproductions = False
break
if not nounitproductions:
break
# Unit productions are still there in the grammar -- repeat the process
if not nounitproductions:
old_grammar = copy.deepcopy(new_grammar)
new_grammar = defaultdict(list)
return new_grammar
def isTerminal(rule):
# pattern = re.compile("([r]*\'[\s\S]+\')")
pattern = re.compile("\'(.*?)\'")
match = pattern.match(rule)
if match:
return True
else:
return False
def remove_mixed(grammar):
'''
Remove rules where there are terminals mixed in with non-terminals
'''
new_grammar = defaultdict(list)
for lhs, rules in grammar.items():
for rhs in rules:
# tokens = rhs.split(' ')
regen_rule = []
tokens = gettokens(rhs)
if len(gettokens(rhs)) == 1:
new_grammar[lhs].append(rhs)
continue
for token in tokens:
# Identify if there is a terminal in the RHS
if isTerminal(token):
# Check if a corresponding nonterminal already exists
nonterminal = terminal_exist(token, new_grammar)
if nonterminal:
regen_rule.append(nonterminal)
else:
new_nonterm = get_nonterminal()
new_grammar[new_nonterm].append(token)
regen_rule.append(new_nonterm)
else:
regen_rule.append(token)
new_grammar[lhs].append(' '.join(regen_rule))
return new_grammar
def break_rules(grammar):
new_grammar = defaultdict(list)
old_grammar = copy.deepcopy(grammar)
nomulti = False
while not nomulti:
for lhs, rules in old_grammar.items():
for rhs in rules:
tokens = gettokens(rhs)
if len(tokens) > 2 and (not isTerminal(rhs)):
split = tokens[:-1]
nonterminal = terminal_exist(' '.join(split), new_grammar)
if nonterminal:
newrule = ' '.join([nonterminal, tokens[-1]])
new_grammar[lhs].append(newrule)
else:
nonterminal = get_nonterminal()
new_grammar[nonterminal].append(' '.join(split))
newrule = ' '.join([nonterminal, tokens[-1]])
new_grammar[lhs].append(newrule)
else:
new_grammar[lhs].append(rhs)
nomulti = True
for lhs, rules in new_grammar.items():
for rhs in rules:
# tokens = rhs.split(' ')
tokens = gettokens(rhs)
if len(tokens) > 2 and (not isTerminal(rhs)):
nomulti = False
break
if not nomulti:
old_grammar = copy.deepcopy(new_grammar)
new_grammar = defaultdict(list)
return new_grammar
def strip_chars(rule):
return rule.strip('\n\t ')
def get_nonterminal():
global NONTERMINALSET
if NONTERMINALSET:
return NONTERMINALSET.pop(0)
else:
_repopulate()
return NONTERMINALSET.pop(0)
def _repopulate():
global COUNT
global NONTERMINALSET
NONTERMINALSET = [''.join(x) for x in list(combinations(ascii_uppercase, COUNT))]
COUNT += 1
def terminal_exist(token, grammar):
for nonterminal, rules in grammar.items():
if token in rules:
return nonterminal
return None
if __name__ == '__main__':
import argparse
parser = argparse.ArgumentParser(description = 'Script to convert grammar to GNF form')
parser.add_argument(
'--gf',
type = str,
required = True,
help = 'Location of grammar file')
parser.add_argument(
'--out',
type = str,
required = True,
help = 'Location of output file')
parser.add_argument(
'--start',
type = str,
required = True,
help = 'Start token')
args = parser.parse_args()
main(args.gf, args.out, args.start)
|