rulesParser.py
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from pyparsing import *
ParserElement.enablePackrat()
from morfeuszbuilder.tagset import segtypes
from morfeuszbuilder.utils import configFile, exceptions
from morfeuszbuilder.segrules import preprocessor, rules, rulesManager, pyparseString, separatorChars
import itertools
from morfeuszbuilder.segrules import rulesNFA
class RulesParser(object):
PARSE4GENERATOR = 1
PARSE4ANALYZER = 2
def __init__(self, tagset, namesMap, labelsMap, rulesType):
self.tagset = tagset
self.namesMap = namesMap
self.labelsMap = labelsMap
assert rulesType in (RulesParser.PARSE4GENERATOR, RulesParser.PARSE4ANALYZER)
self.rulesType = rulesType
def _getKey2Defs(self, segtypesConfigFile):
res = {}
for lineNum, line in segtypesConfigFile.enumerateLinesInSection('options'):
lineToParse = Word(alphanums+'_') + Suppress('=') + Group(OneOrMore(Word(alphanums+'_'))) + LineEnd().suppress()
try:
key, defs = lineToParse.parseString(line)
res[key] = tuple(defs)
except Exception as ex:
raise exceptions.ConfigFileException(segtypesConfigFile.filename, lineNum, u'Error in [options] section: %s' % str(ex))
return res
def _key2DefAsKey(self, key2Def):
return frozenset(key2Def.items())
def parse(self, filename):
segtypesConfigFile = configFile.ConfigFile(filename,
[
'options',
'combinations',
'tags',
'lexemes',
'segment types',
'separator chars'])
key2Defs = self._getKey2Defs(segtypesConfigFile)
segtypesHelper = segtypes.Segtypes(self.tagset, self.namesMap, self.labelsMap, segtypesConfigFile)
separatorsList = separatorChars.parseSeparatorChars(segtypesConfigFile) \
if self.rulesType == RulesParser.PARSE4ANALYZER \
else []
res = rulesManager.RulesManager(segtypesHelper, separatorsList)
def2Key = {}
for key, defs in key2Defs.iteritems():
for define in defs:
def2Key[define] = key
resultsMap = {}
for idx, defs in enumerate(itertools.product(*key2Defs.values())):
key2Def = dict([(def2Key[define], define) for define in defs])
currRes = []
resultsMap[self._key2DefAsKey(key2Def)] = currRes
combinationEnumeratedLines = segtypesConfigFile.enumerateLinesInSection('combinations', ignoreComments=False)
combinationEnumeratedLines = list(preprocessor.preprocess(combinationEnumeratedLines, defs, filename))
for rule in self._doParse(combinationEnumeratedLines, segtypesHelper, filename):
if rule.allowsEmptySequence():
raise exceptions.ConfigFileException(
filename,
rule.linenum,
'This rule allows empty segments sequence to be accepted')
rule.validate(filename)
if self.rulesType == RulesParser.PARSE4GENERATOR:
additionalRules = rule.getAdditionalAtomicRules4Generator()
for rule in additionalRules:
rule.autogenerated = True
currRes.extend(additionalRules)
rule = rule.transformToGeneratorVersion()
if not rule.isSinkRule():
currRes.append(rule)
# nfa.debug()
# if self.rulesType == RulesParser.PARSE4GENERATOR:
# self.doGeneratorMagic(resultsMap)
self.doShiftOrthMagic(resultsMap, res)
for idx, defs in enumerate(itertools.product(*key2Defs.values())):
key2Def = dict([(def2Key[define], define) for define in defs])
nfa = rulesNFA.RulesNFA()
for rule in resultsMap[self._key2DefAsKey(key2Def)]:
rule.addToNFA(nfa)
try:
dfa = nfa.convertToDFA()
res.addDFA(key2Def, dfa)
except rulesNFA.InconsistentStateWeaknessException as ex:
raise exceptions.ConfigFileException(
filename,
ex.weakState.rule.linenum,
'conflicts with rule at line %d. Segmentation for some chunks can be both weak and non-weak which is illegal.' % ex.nonWeakState.rule.linenum)
if idx == 0:
res.setDefaultOptions(key2Def)
return res
def _doParse(self, combinationEnumeratedLines, segtypesHelper, filename):
for lineNum, line in combinationEnumeratedLines:
if not line.startswith('#'):
rule = self._doParseOneLine(lineNum, line, segtypesHelper, filename)
yield rule
def _createNewTagRule(self, segtype, shiftOrth, lineNum, line, segtypesHelper):
if not segtypesHelper.hasSegtype(segtype):
raise exceptions.ConfigFileException(segtypesHelper.filename, lineNum, u'%s - invalid segment type: %s' % (line, segtype))
else:
# return rules.TagRule(segtype)
return rules.TagRule(segtypesHelper.getSegnum4Segtype(segtype), shiftOrth, segtype, lineNum)
def _createQuantRule1(self, child, quantity, lineNum, line, segtypesHelper):
if quantity <= 0:
raise exceptions.ConfigFileException(segtypesHelper.filename, lineNum, u'%s - invalid quantity: %d' % (line, quantity))
else:
return rules.ConcatRule(quantity * [child], lineNum)
def _createQuantRule2(self, child, leftN, rightN, lineNum, line, segtypesHelper):
if leftN > rightN or (leftN, rightN) == (0, 0):
raise exceptions.ConfigFileException(segtypesHelper.filename, lineNum, u'%s - invalid quantities: %d %d' % (line, leftN, rightN))
elif leftN == 0:
children = [rules.OptionalRule(child, lineNum)]
for n in range(2, rightN + 1):
children.append(self._createQuantRule1(child, n, lineNum, line, segtypesHelper))
return rules.OrRule(children, lineNum)
else:
children = [self._createQuantRule1(child, n, lineNum, line, segtypesHelper) for n in range(leftN, rightN + 1)]
return rules.OrRule(children, lineNum)
def _createQuantRule3(self, child, quantity, lineNum, line, segtypesHelper):
if quantity <= 0:
raise exceptions.ConfigFileException(segtypesHelper.filename, lineNum, u'%s - invalid quantity: %d' % (line, quantity))
else:
return rules.ConcatRule(
[
rules.ConcatRule(quantity * [child], lineNum),
rules.ZeroOrMoreRule(child, lineNum)
],
lineNum)
def _createNewParenWithShiftOrthRule(self, rule, lineNum, line, segtypesHelper):
rule.makeShiftOrthRule()
return rule
def _doParseOneLine(self, lineNum, line, segtypesHelper, filename):
rule = Forward()
tagRule = Word(alphanums+'_')
shiftOrthRule = Word(alphanums+'_') + Suppress('>')
parenRule = Suppress('(') + rule + Suppress(')')
parenWithShiftOrthRule = parenRule + Suppress('>')
atomicRule = tagRule ^ shiftOrthRule ^ parenWithShiftOrthRule ^ parenRule
zeroOrMoreRule = atomicRule + Suppress('*')
oneOrMoreRule = atomicRule + Suppress('+')
optionalRule = atomicRule + Suppress('?')
quantRule1 = atomicRule + Suppress('{') + Word(nums) + Suppress('}')
quantRule2 = atomicRule + Suppress('{') + Word(nums) + Suppress(',') + Word(nums) + Suppress('}')
quantRule3 = atomicRule + Suppress('{') + Word(nums) + Suppress(',') + Suppress('}')
unaryRule = atomicRule ^ zeroOrMoreRule ^ oneOrMoreRule ^ optionalRule ^ quantRule1 ^ quantRule2 ^ quantRule3
oneOfRule = delimitedList(unaryRule, delim='|')
complexRule = unaryRule ^ oneOfRule
concatRule = OneOrMore(complexRule)
# if self.rulesType == RulesParser.PARSE4ANALYZER:
# concatRule = OneOrMore(complexRule)
# else:
# concatRule = ZeroOrMore(shiftOrthRule) + tagRule
rule << concatRule
completeRule = rule + Optional(CaselessLiteral('!weak'))
tagRule.setParseAction(lambda string, loc, toks: self._createNewTagRule(toks[0], False, lineNum, line, segtypesHelper))
shiftOrthRule.setParseAction(lambda string, loc, toks: self._createNewTagRule(toks[0], True, lineNum, line, segtypesHelper))
parenWithShiftOrthRule.setParseAction(lambda string, loc, toks: self._createNewParenWithShiftOrthRule(toks[0], lineNum, line, segtypesHelper))
parenRule.setParseAction(lambda string, loc, toks: toks[0])
zeroOrMoreRule.setParseAction(lambda string, loc, toks: rules.ZeroOrMoreRule(toks[0], lineNum))
quantRule1.setParseAction(lambda string, loc, toks: self._createQuantRule1(toks[0], int(toks[1], 10), lineNum, line, segtypesHelper))
quantRule2.setParseAction(lambda string, loc, toks: self._createQuantRule2(toks[0], int(toks[1], 10), int(toks[2], 10), lineNum, line, segtypesHelper))
quantRule3.setParseAction(lambda string, loc, toks: self._createQuantRule3(toks[0], int(toks[1], 10), lineNum, line, segtypesHelper))
optionalRule.setParseAction(lambda string, loc, toks: rules.OptionalRule(toks[0], lineNum))
oneOrMoreRule.setParseAction(lambda string, loc, toks: rules.ConcatRule([toks[0], rules.ZeroOrMoreRule(toks[0], lineNum)], lineNum))
oneOfRule.setParseAction(lambda string, loc, toks: rules.OrRule(list(toks), lineNum))
concatRule.setParseAction(lambda string, loc, toks: toks[0] if len(toks) == 1 else rules.ConcatRule(list(toks), lineNum))
completeRule.setParseAction(lambda string, loc, toks: toks[0].setWeak(len(toks) == 2))
parsedRule = pyparseString.pyparseString(completeRule, lineNum, line, filename)[0]
# print parsedRule, '-->', parsedRule.transformToGeneratorVersion()
return parsedRule
def doShiftOrthMagic(self, resultsMap, rulesManager):
shiftOrthSegtypes = set()
nonShiftOrthSegtypes = set()
for _, rules in resultsMap.iteritems():
for rule in rules:
for atomicRule in rule.getAtomicRules():
if atomicRule.shiftOrth:
shiftOrthSegtypes.add(atomicRule.segtype)
else:
nonShiftOrthSegtypes.add(atomicRule.segtype)
rulesManager.shiftOrthMagic.doShiftOrthMagic(resultsMap, rulesManager.segtypes, shiftOrthSegtypes, nonShiftOrthSegtypes)