"""
Grammalecte
Grammar checker engine
"""
import re
import traceback
#import unicodedata
from itertools import chain
from ..graphspell.spellchecker import SpellChecker
from ..graphspell.echo import echo
from .. import text
from . import gc_options
try:
# LibreOffice / OpenOffice
from com.sun.star.linguistic2 import SingleProofreadingError
from com.sun.star.text.TextMarkupType import PROOFREADING
from com.sun.star.beans import PropertyValue
#import lightproof_handler_${implname} as opt
_bWriterError = True
except ImportError:
_bWriterError = False
__all__ = [ "lang", "locales", "pkg", "name", "version", "author", \
"load", "parse", "getSpellChecker", \
"setOption", "setOptions", "getOptions", "getDefaultOptions", "getOptionsLabels", "resetOptions", "displayOptions", \
"ignoreRule", "resetIgnoreRules", "reactivateRule", "listRules", "displayRules", "setWriterUnderliningStyle" ]
__version__ = "${version}"
lang = "${lang}"
locales = ${loc}
pkg = "${implname}"
name = "${name}"
version = "${version}"
author = "${author}"
# Modules
_rules = None # module gc_rules
_rules_graph = None # module gc_rules_graph
# Data
_sAppContext = "" # what software is running
_dOptions = None
_dOptionsColors = None
_oSpellChecker = None
_oTokenizer = None
_aIgnoredRules = set()
# Writer underlining style
_bMulticolor = True
_nUnderliningStyle = 0
#### Initialization
def load (sContext="Python", sColorType="aRGB"):
"initialization of the grammar checker"
global _oSpellChecker
global _sAppContext
global _dOptions
global _dOptionsColors
global _oTokenizer
try:
_oSpellChecker = SpellChecker("${lang}", "${dic_main_filename_py}", "${dic_community_filename_py}", "${dic_personal_filename_py}")
_sAppContext = sContext
_dOptions = gc_options.getOptions(sContext).copy() # duplication necessary, to be able to reset to default
_dOptionsColors = gc_options.getOptionsColors(sContext, sColorType)
_oTokenizer = _oSpellChecker.getTokenizer()
_oSpellChecker.activateStorage()
except:
traceback.print_exc()
def getSpellChecker ():
"return the spellchecker object"
return _oSpellChecker
#### Rules
def _getRules (bParagraph):
try:
if not bParagraph:
return _rules.lSentenceRules
return _rules.lParagraphRules
except:
_loadRules()
if not bParagraph:
return _rules.lSentenceRules
return _rules.lParagraphRules
def _loadRules ():
from . import gc_rules
from . import gc_rules_graph
global _rules
global _rules_graph
_rules = gc_rules
_rules_graph = gc_rules_graph
# compile rules regex
for sOption, lRuleGroup in chain(_rules.lParagraphRules, _rules.lSentenceRules):
if sOption != "@@@@":
for aRule in lRuleGroup:
try:
aRule[0] = re.compile(aRule[0])
except (IndexError, re.error):
echo("Bad regular expression in # " + str(aRule[2]))
aRule[0] = "(?i)<Grammalecte>"
def ignoreRule (sRuleId):
"disable rule <sRuleId>"
_aIgnoredRules.add(sRuleId)
def resetIgnoreRules ():
"clear all ignored rules"
_aIgnoredRules.clear()
def reactivateRule (sRuleId):
"(re)activate rule <sRuleId>"
_aIgnoredRules.discard(sRuleId)
def listRules (sFilter=None):
"generator: returns typle (sOption, sLineId, sRuleId)"
if sFilter:
try:
zFilter = re.compile(sFilter)
except re.error:
echo("# Error. List rules: wrong regex.")
sFilter = None
# regex rules
for sOption, lRuleGroup in chain(_getRules(True), _getRules(False)):
if sOption != "@@@@":
for _, _, sLineId, sRuleId, _, _ in lRuleGroup:
if not sFilter or zFilter.search(sRuleId):
yield ("RegEx", sOption, sLineId, sRuleId)
# tokens rules
for sRuleName, lActions in _rules_graph.dRule.items():
sOption, _, cActionType, *_ = lActions
if cActionType == "-":
yield("Tokens", sOption, "", sRuleName)
def displayRules (sFilter=None):
"display the name of rules, with the filter <sFilter>"
echo("List of rules. Filter: << " + str(sFilter) + " >>")
for sOption, sLineId, sRuleId, sType in listRules(sFilter):
echo("{:<8} {:<10} {:<10} {}".format(sOption, sLineId, sRuleId, sType))
#### Options
def setOption (sOpt, bVal):
"set option <sOpt> with <bVal> if it exists"
if sOpt in _dOptions:
_dOptions[sOpt] = bVal
def setOptions (dOpt):
"update the dictionary of options with <dOpt>"
for sKey, bVal in dOpt.items():
if sKey in _dOptions:
_dOptions[sKey] = bVal
def getOptions ():
"return the dictionary of current options"
return _dOptions
def getDefaultOptions ():
"return the dictionary of default options"
return gc_options.getOptions(_sAppContext).copy()
def getOptionsLabels (sLang):
"return options labels"
return gc_options.getUI(sLang)
def displayOptions (sLang="${lang}"):
"display the list of grammar checking options"
echo("Options:")
echo("\n".join( [ k+":\t"+str(v)+"\t"+gc_options.getUI(sLang).get(k, ("?", ""))[0] for k, v in sorted(_dOptions.items()) ] ))
echo("")
def resetOptions ():
"set options to default values"
global _dOptions
_dOptions = getDefaultOptions()
def setWriterUnderliningStyle (sStyle="BOLDWAVE", bMulticolor=True):
"set underlining style for Writer (WAVE, BOLDWAVE, BOLD)"
global _nUnderliningStyle
global _bMulticolor
# https://api.libreoffice.org/docs/idl/ref/FontUnderline_8idl.html
# WAVE: 10, BOLD: 12, BOLDWAVE: 18 DASH: 5
if sStyle == "WAVE":
_nUnderliningStyle = 0 # 0 for default Writer setting
elif sStyle == "BOLDWAVE":
_nUnderliningStyle = 18
elif sStyle == "BOLD":
_nUnderliningStyle = 12
elif sStyle == "DASH":
_nUnderliningStyle = 5
else:
_nUnderliningStyle = 0
_bMulticolor = bMulticolor
#### Parsing
def parse (sText, sCountry="${country_default}", bDebug=False, dOptions=None, bContext=False, bFullInfo=False):
"init point to analyse <sText> and returns an iterable of errors or (with option <bFullInfo>) paragraphs errors and sentences with tokens and errors"
oText = TextParser(sText)
return oText.parse(sCountry, bDebug, dOptions, bContext, bFullInfo)
#### TEXT PARSER
class TextParser:
"Text parser"
def __init__ (self, sText):
self.sText = sText
self.sText0 = sText
self.sSentence = ""
self.sSentence0 = ""
self.nOffsetWithinParagraph = 0
self.lToken = []
self.dTokenPos = {} # {position: token}
self.dTags = {} # {position: tags}
self.dError = {} # {position: error}
self.dSentenceError = {} # {position: error} (for the current sentence only)
self.dErrorPriority = {} # {position: priority of the current error}
def __str__ (self):
s = "===== TEXT =====\n"
s += "sentence: " + self.sSentence0 + "\n"
s += "now: " + self.sSentence + "\n"
for dToken in self.lToken:
s += '#{i}\t{nStart}:{nEnd}\t{sValue}\t{sType}'.format(**dToken)
if "lMorph" in dToken:
s += "\t" + str(dToken["lMorph"])
if "aTags" in dToken:
s += "\t" + str(dToken["aTags"])
s += "\n"
#for nPos, dToken in self.dTokenPos.items():
# s += "{}\t{}\n".format(nPos, dToken)
return s
def parse (self, sCountry="${country_default}", bDebug=False, dOptions=None, bContext=False, bFullInfo=False):
"analyses <sText> and returns an iterable of errors or (with option <bFullInfo>) paragraphs errors and sentences with tokens and errors"
#sText = unicodedata.normalize("NFC", sText)
dOpt = dOptions or _dOptions
bShowRuleId = option('idrule')
# parse paragraph
try:
self.parseText(self.sText, self.sText0, True, 0, sCountry, dOpt, bShowRuleId, bDebug, bContext)
except:
raise
if bFullInfo:
lParagraphErrors = list(self.dError.values())
lSentences = []
self.dSentenceError.clear()
# parse sentences
sText = self._getCleanText()
for iStart, iEnd in text.getSentenceBoundaries(sText):
if 4 < (iEnd - iStart) < 2000:
try:
self.sSentence = sText[iStart:iEnd]
self.sSentence0 = self.sText0[iStart:iEnd]
self.nOffsetWithinParagraph = iStart
self.lToken = list(_oTokenizer.genTokens(self.sSentence, True))
self.dTokenPos = { dToken["nStart"]: dToken for dToken in self.lToken if dToken["sType"] != "INFO" }
if bFullInfo:
dSentence = { "nStart": iStart, "nEnd": iEnd, "sSentence": self.sSentence, "lToken": list(self.lToken) }
for dToken in dSentence["lToken"]:
if dToken["sType"] == "WORD":
dToken["bValidToken"] = _oSpellChecker.isValidToken(dToken["sValue"])
# the list of tokens is duplicated, to keep all tokens from being deleted when analysis
self.parseText(self.sSentence, self.sSentence0, False, iStart, sCountry, dOpt, bShowRuleId, bDebug, bContext)
if bFullInfo:
dSentence["lGrammarErrors"] = list(self.dSentenceError.values())
lSentences.append(dSentence)
self.dSentenceError.clear()
except:
raise
if bFullInfo:
# Grammar checking and sentence analysis
return lParagraphErrors, lSentences
else:
# Grammar checking only
return self.dError.values() # this is a view (iterable)
def _getCleanText (self):
sText = self.sText
if " " in sText:
sText = sText.replace(" ", ' ') # nbsp
if " " in sText:
sText = sText.replace(" ", ' ') # nnbsp
if "'" in sText:
sText = sText.replace("'", "’")
if "‑" in sText:
sText = sText.replace("‑", "-") # nobreakdash
if "@@" in sText:
sText = re.sub("@@+", "", sText)
return sText
def parseText (self, sText, sText0, bParagraph, nOffset, sCountry, dOptions, bShowRuleId, bDebug, bContext):
"parse the text with rules"
bChange = False
for sOption, lRuleGroup in _getRules(bParagraph):
if sOption == "@@@@":
# graph rules
if not bParagraph and bChange:
self.update(sText, bDebug)
bChange = False
for sGraphName, sLineId in lRuleGroup:
if sGraphName not in dOptions or dOptions[sGraphName]:
if bDebug:
echo("\n>>>> GRAPH: " + sGraphName + " " + sLineId)
sText = self.parseGraph(_rules_graph.dAllGraph[sGraphName], sCountry, dOptions, bShowRuleId, bDebug, bContext)
elif not sOption or dOptions.get(sOption, False):
# regex rules
for zRegex, bUppercase, sLineId, sRuleId, nPriority, lActions in lRuleGroup:
if sRuleId not in _aIgnoredRules:
for m in zRegex.finditer(sText):
bCondMemo = None
for sFuncCond, cActionType, sWhat, *eAct in lActions:
# action in lActions: [ condition, action type, replacement/suggestion/action[, iGroup[, message, URL]] ]
try:
bCondMemo = not sFuncCond or globals()[sFuncCond](sText, sText0, m, self.dTokenPos, sCountry, bCondMemo)
if bCondMemo:
if bDebug:
echo("RULE: " + sLineId)
if cActionType == "-":
# grammar error
nErrorStart = nOffset + m.start(eAct[0])
if nErrorStart not in self.dError or nPriority > self.dErrorPriority.get(nErrorStart, -1):
self.dError[nErrorStart] = self._createErrorFromRegex(sText, sText0, sWhat, nOffset, m, eAct[0], sLineId, sRuleId, bUppercase, eAct[1], eAct[2], bShowRuleId, sOption, bContext)
self.dErrorPriority[nErrorStart] = nPriority
self.dSentenceError[nErrorStart] = self.dError[nErrorStart]
elif cActionType == "~":
# text processor
sText = self.rewriteText(sText, sWhat, eAct[0], m, bUppercase)
bChange = True
if bDebug:
echo("~ " + sText + " -- " + m.group(eAct[0]) + " # " + sLineId)
elif cActionType == "=":
# disambiguation
if not bParagraph:
globals()[sWhat](sText, m, self.dTokenPos)
if bDebug:
echo("= " + m.group(0) + " # " + sLineId)
elif cActionType == ">":
# we do nothing, this test is just a condition to apply all following actions
pass
else:
echo("# error: unknown action at " + sLineId)
elif cActionType == ">":
break
except Exception as e:
raise Exception(str(e), "# " + sLineId + " # " + sRuleId)
if bChange:
if bParagraph:
self.sText = sText
else:
self.sSentence = sText
def update (self, sSentence, bDebug=False):
"update <sSentence> and retokenize"
self.sSentence = sSentence
lNewToken = list(_oTokenizer.genTokens(sSentence, True))
for dToken in lNewToken:
if "lMorph" in self.dTokenPos.get(dToken["nStart"], {}):
dToken["lMorph"] = self.dTokenPos[dToken["nStart"]]["lMorph"]
if "aTags" in self.dTokenPos.get(dToken["nStart"], {}):
dToken["aTags"] = self.dTokenPos[dToken["nStart"]]["aTags"]
self.lToken = lNewToken
self.dTokenPos = { dToken["nStart"]: dToken for dToken in self.lToken if dToken["sType"] != "INFO" }
if bDebug:
echo("UPDATE:")
echo(self)
def _getNextPointers (self, dToken, dGraph, dPointer, bDebug=False):
"generator: return nodes where <dToken> “values” match <dNode> arcs"
dNode = dGraph[dPointer["iNode"]]
iToken1 = dPointer["iToken1"]
bTokenFound = False
# token value
if dToken["sValue"] in dNode:
if bDebug:
echo(" MATCH: " + dToken["sValue"])
yield { "iToken1": iToken1, "iNode": dNode[dToken["sValue"]] }
bTokenFound = True
if dToken["sValue"][0:2].istitle(): # we test only 2 first chars, to make valid words such as "Laissez-les", "Passe-partout".
sValue = dToken["sValue"].lower()
if sValue in dNode:
if bDebug:
echo(" MATCH: " + sValue)
yield { "iToken1": iToken1, "iNode": dNode[sValue] }
bTokenFound = True
elif dToken["sValue"].isupper():
sValue = dToken["sValue"].lower()
if sValue in dNode:
if bDebug:
echo(" MATCH: " + sValue)
yield { "iToken1": iToken1, "iNode": dNode[sValue] }
bTokenFound = True
sValue = dToken["sValue"].capitalize()
if sValue in dNode:
if bDebug:
echo(" MATCH: " + sValue)
yield { "iToken1": iToken1, "iNode": dNode[sValue] }
bTokenFound = True
# regex value arcs
if dToken["sType"] not in frozenset(["INFO", "PUNC", "SIGN"]):
if "<re_value>" in dNode:
for sRegex in dNode["<re_value>"]:
if "¬" not in sRegex:
# no anti-pattern
if re.search(sRegex, dToken["sValue"]):
if bDebug:
echo(" MATCH: ~" + sRegex)
yield { "iToken1": iToken1, "iNode": dNode["<re_value>"][sRegex] }
bTokenFound = True
else:
# there is an anti-pattern
sPattern, sNegPattern = sRegex.split("¬", 1)
if sNegPattern and re.search(sNegPattern, dToken["sValue"]):
continue
if not sPattern or re.search(sPattern, dToken["sValue"]):
if bDebug:
echo(" MATCH: ~" + sRegex)
yield { "iToken1": iToken1, "iNode": dNode["<re_value>"][sRegex] }
bTokenFound = True
# analysable tokens
if dToken["sType"][0:4] == "WORD":
# token lemmas
if "<lemmas>" in dNode:
for sLemma in _oSpellChecker.getLemma(dToken["sValue"]):
if sLemma in dNode["<lemmas>"]:
if bDebug:
echo(" MATCH: >" + sLemma)
yield { "iToken1": iToken1, "iNode": dNode["<lemmas>"][sLemma] }
bTokenFound = True
# morph arcs
if "<morph>" in dNode:
lMorph = dToken.get("lMorph", _oSpellChecker.getMorph(dToken["sValue"]))
if lMorph:
for sSearch in dNode["<morph>"]:
if "¬" not in sSearch:
# no anti-pattern
if any(sSearch in sMorph for sMorph in lMorph):
if bDebug:
echo(" MATCH: $" + sSearch)
yield { "iToken1": iToken1, "iNode": dNode["<morph>"][sSearch] }
bTokenFound = True
else:
# there is an anti-pattern
sPattern, sNegPattern = sSearch.split("¬", 1)
if sNegPattern == "*":
# all morphologies must match with <sPattern>
if sPattern:
if all(sPattern in sMorph for sMorph in lMorph):
if bDebug:
echo(" MATCH: $" + sSearch)
yield { "iToken1": iToken1, "iNode": dNode["<morph>"][sSearch] }
bTokenFound = True
else:
if sNegPattern and any(sNegPattern in sMorph for sMorph in lMorph):
continue
if not sPattern or any(sPattern in sMorph for sMorph in lMorph):
if bDebug:
echo(" MATCH: $" + sSearch)
yield { "iToken1": iToken1, "iNode": dNode["<morph>"][sSearch] }
bTokenFound = True
# regex morph arcs
if "<re_morph>" in dNode:
lMorph = dToken.get("lMorph", _oSpellChecker.getMorph(dToken["sValue"]))
if lMorph:
for sRegex in dNode["<re_morph>"]:
if "¬" not in sRegex:
# no anti-pattern
if any(re.search(sRegex, sMorph) for sMorph in lMorph):
if bDebug:
echo(" MATCH: @" + sRegex)
yield { "iToken1": iToken1, "iNode": dNode["<re_morph>"][sRegex] }
bTokenFound = True
else:
# there is an anti-pattern
sPattern, sNegPattern = sRegex.split("¬", 1)
if sNegPattern == "*":
# all morphologies must match with <sPattern>
if sPattern:
if all(re.search(sPattern, sMorph) for sMorph in lMorph):
if bDebug:
echo(" MATCH: @" + sRegex)
yield { "iToken1": iToken1, "iNode": dNode["<re_morph>"][sRegex] }
bTokenFound = True
else:
if sNegPattern and any(re.search(sNegPattern, sMorph) for sMorph in lMorph):
continue
if not sPattern or any(re.search(sPattern, sMorph) for sMorph in lMorph):
if bDebug:
echo(" MATCH: @" + sRegex)
yield { "iToken1": iToken1, "iNode": dNode["<re_morph>"][sRegex] }
bTokenFound = True
# token tags
if "aTags" in dToken and "<tags>" in dNode:
for sTag in dToken["aTags"]:
if sTag in dNode["<tags>"]:
if bDebug:
echo(" MATCH: /" + sTag)
yield { "iToken1": iToken1, "iNode": dNode["<tags>"][sTag] }
bTokenFound = True
# meta arc (for token type)
if "<meta>" in dNode:
for sMeta in dNode["<meta>"]:
# no regex here, we just search if <dNode["sType"]> exists within <sMeta>
if sMeta == "*" or dToken["sType"] == sMeta:
if bDebug:
echo(" MATCH: *" + sMeta)
yield { "iToken1": iToken1, "iNode": dNode["<meta>"][sMeta] }
bTokenFound = True
elif "¬" in sMeta:
if dToken["sType"] not in sMeta:
if bDebug:
echo(" MATCH: *" + sMeta)
yield { "iToken1": iToken1, "iNode": dNode["<meta>"][sMeta] }
bTokenFound = True
if not bTokenFound and "bKeep" in dPointer:
yield dPointer
# JUMP
# Warning! Recurssion!
if "<>" in dNode:
dPointer2 = { "iToken1": iToken1, "iNode": dNode["<>"], "bKeep": True }
yield from self._getNextPointers(dToken, dGraph, dPointer2, bDebug)
def parseGraph (self, dGraph, sCountry="${country_default}", dOptions=None, bShowRuleId=False, bDebug=False, bContext=False):
"parse graph with tokens from the text and execute actions encountered"
lPointer = []
bTagAndRewrite = False
for iToken, dToken in enumerate(self.lToken):
if bDebug:
echo("TOKEN: " + dToken["sValue"])
# check arcs for each existing pointer
lNextPointer = []
for dPointer in lPointer:
lNextPointer.extend(self._getNextPointers(dToken, dGraph, dPointer, bDebug))
lPointer = lNextPointer
# check arcs of first nodes
lPointer.extend(self._getNextPointers(dToken, dGraph, { "iToken1": iToken, "iNode": 0 }, bDebug))
# check if there is rules to check for each pointer
for dPointer in lPointer:
#if bDebug:
# echo("+", dPointer)
if "<rules>" in dGraph[dPointer["iNode"]]:
bChange = self._executeActions(dGraph, dGraph[dPointer["iNode"]]["<rules>"], dPointer["iToken1"]-1, iToken, dOptions, sCountry, bShowRuleId, bDebug, bContext)
if bChange:
bTagAndRewrite = True
if bTagAndRewrite:
self.rewriteFromTags(bDebug)
if bDebug:
echo(self)
return self.sSentence
def _executeActions (self, dGraph, dNode, nTokenOffset, nLastToken, dOptions, sCountry, bShowRuleId, bDebug, bContext):
"execute actions found in the DARG"
bChange = False
for sLineId, nextNodeKey in dNode.items():
bCondMemo = None
for sRuleId in dGraph[nextNodeKey]:
try:
if bDebug:
echo(" >TRY: " + sRuleId + " " + sLineId)
sOption, sFuncCond, cActionType, sWhat, *eAct = _rules_graph.dRule[sRuleId]
# Suggestion [ option, condition, "-", replacement/suggestion/action, iTokenStart, iTokenEnd, cStartLimit, cEndLimit, bCaseSvty, nPriority, sMessage, sURL ]
# TextProcessor [ option, condition, "~", replacement/suggestion/action, iTokenStart, iTokenEnd, bCaseSvty ]
# Disambiguator [ option, condition, "=", replacement/suggestion/action ]
# Tag [ option, condition, "/", replacement/suggestion/action, iTokenStart, iTokenEnd ]
# Immunity [ option, condition, "!", "", iTokenStart, iTokenEnd ]
# Test [ option, condition, ">", "" ]
if not sOption or dOptions.get(sOption, False):
bCondMemo = not sFuncCond or globals()[sFuncCond](self.lToken, nTokenOffset, nLastToken, sCountry, bCondMemo, self.dTags, self.sSentence, self.sSentence0)
if bCondMemo:
if cActionType == "-":
# grammar error
iTokenStart, iTokenEnd, cStartLimit, cEndLimit, bCaseSvty, nPriority, sMessage, sURL = eAct
nTokenErrorStart = nTokenOffset + iTokenStart if iTokenStart > 0 else nLastToken + iTokenStart
if "bImmune" not in self.lToken[nTokenErrorStart]:
nTokenErrorEnd = nTokenOffset + iTokenEnd if iTokenEnd > 0 else nLastToken + iTokenEnd
nErrorStart = self.nOffsetWithinParagraph + (self.lToken[nTokenErrorStart]["nStart"] if cStartLimit == "<" else self.lToken[nTokenErrorStart]["nEnd"])
nErrorEnd = self.nOffsetWithinParagraph + (self.lToken[nTokenErrorEnd]["nEnd"] if cEndLimit == ">" else self.lToken[nTokenErrorEnd]["nStart"])
if nErrorStart not in self.dError or nPriority > self.dErrorPriority.get(nErrorStart, -1):
self.dError[nErrorStart] = self._createErrorFromTokens(sWhat, nTokenOffset, nLastToken, nTokenErrorStart, nErrorStart, nErrorEnd, sLineId, sRuleId, bCaseSvty, sMessage, sURL, bShowRuleId, sOption, bContext)
self.dErrorPriority[nErrorStart] = nPriority
self.dSentenceError[nErrorStart] = self.dError[nErrorStart]
if bDebug:
echo(" NEW_ERROR: {}".format(self.dError[nErrorStart]))
elif cActionType == "~":
# text processor
nTokenStart = nTokenOffset + eAct[0] if eAct[0] > 0 else nLastToken + eAct[0]
nTokenEnd = nTokenOffset + eAct[1] if eAct[1] > 0 else nLastToken + eAct[1]
self._tagAndPrepareTokenForRewriting(sWhat, nTokenStart, nTokenEnd, nTokenOffset, nLastToken, eAct[2], bDebug)
bChange = True
if bDebug:
echo(" TEXT_PROCESSOR: [{}:{}] > {}".format(self.lToken[nTokenStart]["sValue"], self.lToken[nTokenEnd]["sValue"], sWhat))
elif cActionType == "=":
# disambiguation
globals()[sWhat](self.lToken, nTokenOffset, nLastToken)
if bDebug:
echo(" DISAMBIGUATOR: ({}) [{}:{}]".format(sWhat, self.lToken[nTokenOffset+1]["sValue"], self.lToken[nLastToken]["sValue"]))
elif cActionType == ">":
# we do nothing, this test is just a condition to apply all following actions
if bDebug:
echo(" COND_OK")
elif cActionType == "/":
# Tag
nTokenStart = nTokenOffset + eAct[0] if eAct[0] > 0 else nLastToken + eAct[0]
nTokenEnd = nTokenOffset + eAct[1] if eAct[1] > 0 else nLastToken + eAct[1]
for i in range(nTokenStart, nTokenEnd+1):
if "aTags" in self.lToken[i]:
self.lToken[i]["aTags"].update(sWhat.split("|"))
else:
self.lToken[i]["aTags"] = set(sWhat.split("|"))
if bDebug:
echo(" TAG: {} > [{}:{}]".format(sWhat, self.lToken[nTokenStart]["sValue"], self.lToken[nTokenEnd]["sValue"]))
if sWhat not in self.dTags:
self.dTags[sWhat] = [nTokenStart, nTokenStart]
else:
self.dTags[sWhat][0] = min(nTokenStart, self.dTags[sWhat][0])
self.dTags[sWhat][1] = max(nTokenEnd, self.dTags[sWhat][1])
elif cActionType == "!":
# immunity
if bDebug:
echo(" IMMUNITY: " + sLineId + " / " + sRuleId)
nTokenStart = nTokenOffset + eAct[0] if eAct[0] > 0 else nLastToken + eAct[0]
nTokenEnd = nTokenOffset + eAct[1] if eAct[1] > 0 else nLastToken + eAct[1]
if nTokenEnd - nTokenStart == 0:
self.lToken[nTokenStart]["bImmune"] = True
nErrorStart = self.nOffsetWithinParagraph + self.lToken[nTokenStart]["nStart"]
if nErrorStart in self.dError:
del self.dError[nErrorStart]
else:
for i in range(nTokenStart, nTokenEnd+1):
self.lToken[i]["bImmune"] = True
nErrorStart = self.nOffsetWithinParagraph + self.lToken[i]["nStart"]
if nErrorStart in self.dError:
del self.dError[nErrorStart]
else:
echo("# error: unknown action at " + sLineId)
elif cActionType == ">":
if bDebug:
echo(" COND_BREAK")
break
except Exception as e:
raise Exception(str(e), sLineId, sRuleId, self.sSentence)
return bChange
def _createErrorFromRegex (self, sText, sText0, sRepl, nOffset, m, iGroup, sLineId, sRuleId, bUppercase, sMsg, sURL, bShowRuleId, sOption, bContext):
nStart = nOffset + m.start(iGroup)
nEnd = nOffset + m.end(iGroup)
# suggestions
if sRepl[0:1] == "=":
sSugg = globals()[sRepl[1:]](sText, m)
lSugg = sSugg.split("|") if sSugg else []
elif sRepl == "_":
lSugg = []
else:
lSugg = m.expand(sRepl).split("|")
if bUppercase and lSugg and m.group(iGroup)[0:1].isupper():
lSugg = list(map(lambda s: s[0:1].upper()+s[1:], lSugg))
# Message
sMessage = globals()[sMsg[1:]](sText, m) if sMsg[0:1] == "=" else m.expand(sMsg)
if bShowRuleId:
sMessage += " #" + sLineId + " / " + sRuleId
#
if _bWriterError:
return self._createErrorForWriter(nStart, nEnd - nStart, sRuleId, sOption, sMessage, lSugg, sURL)
return self._createErrorAsDict(nStart, nEnd, sLineId, sRuleId, sOption, sMessage, lSugg, sURL, bContext)
def _createErrorFromTokens (self, sSugg, nTokenOffset, nLastToken, iFirstToken, nStart, nEnd, sLineId, sRuleId, bCaseSvty, sMsg, sURL, bShowRuleId, sOption, bContext):
# suggestions
if sSugg[0:1] == "=":
sSugg = globals()[sSugg[1:]](self.lToken, nTokenOffset, nLastToken)
lSugg = sSugg.split("|") if sSugg else []
elif sSugg == "_":
lSugg = []
else:
lSugg = self._expand(sSugg, nTokenOffset, nLastToken).split("|")
if bCaseSvty and lSugg and self.lToken[iFirstToken]["sValue"][0:1].isupper():
lSugg = list(map(lambda s: s[0:1].upper()+s[1:], lSugg))
# Message
sMessage = globals()[sMsg[1:]](self.lToken, nTokenOffset, nLastToken) if sMsg[0:1] == "=" else self._expand(sMsg, nTokenOffset, nLastToken)
if bShowRuleId:
sMessage += " #" + sLineId + " / " + sRuleId
#
if _bWriterError:
return self._createErrorForWriter(nStart, nEnd - nStart, sRuleId, sOption, sMessage, lSugg, sURL)
return self._createErrorAsDict(nStart, nEnd, sLineId, sRuleId, sOption, sMessage, lSugg, sURL, bContext)
def _createErrorForWriter (self, nStart, nLen, sRuleId, sOption, sMessage, lSugg, sURL):
xErr = SingleProofreadingError() # uno.createUnoStruct( "com.sun.star.linguistic2.SingleProofreadingError" )
xErr.nErrorStart = nStart
xErr.nErrorLength = nLen
xErr.nErrorType = PROOFREADING
xErr.aRuleIdentifier = sRuleId
xErr.aShortComment = sMessage # sMessage.split("|")[0] # in context menu
xErr.aFullComment = sMessage # sMessage.split("|")[-1] # in dialog
xErr.aSuggestions = tuple(lSugg)
# Properties
lProperties = []
if _nUnderliningStyle:
lProperties.append(PropertyValue(Name="LineType", Value=_nUnderliningStyle))
if _bMulticolor:
lProperties.append(PropertyValue(Name="LineColor", Value=_dOptionsColors.get(sOption, 33023)))
if sURL:
lProperties.append(PropertyValue(Name="FullCommentURL", Value=sURL))
xErr.aProperties = lProperties
return xErr
def _createErrorAsDict (self, nStart, nEnd, sLineId, sRuleId, sOption, sMessage, lSugg, sURL, bContext):
dErr = {
"nStart": nStart,
"nEnd": nEnd,
"sLineId": sLineId,
"sRuleId": sRuleId,
"sType": sOption if sOption else "notype",
"aColor": _dOptionsColors.get(sOption, None),
"sMessage": sMessage,
"aSuggestions": lSugg,
"URL": sURL
}
if bContext:
dErr['sUnderlined'] = self.sText0[nStart:nEnd]
dErr['sBefore'] = self.sText0[max(0,nStart-80):nStart]
dErr['sAfter'] = self.sText0[nEnd:nEnd+80]
return dErr
def _expand (self, sText, nTokenOffset, nLastToken):
for m in re.finditer(r"\\(-?[0-9]+)", sText):
if m.group(1)[0:1] == "-":
sText = sText.replace(m.group(0), self.lToken[nLastToken+int(m.group(1))+1]["sValue"])
else:
sText = sText.replace(m.group(0), self.lToken[nTokenOffset+int(m.group(1))]["sValue"])
return sText
def rewriteText (self, sText, sRepl, iGroup, m, bUppercase):
"text processor: write <sRepl> in <sText> at <iGroup> position"
nLen = m.end(iGroup) - m.start(iGroup)
if sRepl == "*":
sNew = " " * nLen
elif sRepl == "_":
sNew = "_" * nLen
elif sRepl == "@":
sNew = "@" * nLen
elif sRepl[0:1] == "=":
sNew = globals()[sRepl[1:]](sText, m)
sNew = sNew + " " * (nLen-len(sNew))
if bUppercase and m.group(iGroup)[0:1].isupper():
sNew = sNew.capitalize()
else:
sNew = m.expand(sRepl)
sNew = sNew + " " * (nLen-len(sNew))
return sText[0:m.start(iGroup)] + sNew + sText[m.end(iGroup):]
def _tagAndPrepareTokenForRewriting (self, sWhat, nTokenRewriteStart, nTokenRewriteEnd, nTokenOffset, nLastToken, bCaseSvty, bDebug):
"text processor: rewrite tokens between <nTokenRewriteStart> and <nTokenRewriteEnd> position"
if sWhat == "*":
# purge text
if nTokenRewriteEnd - nTokenRewriteStart == 0:
self.lToken[nTokenRewriteStart]["bToRemove"] = True
else:
for i in range(nTokenRewriteStart, nTokenRewriteEnd+1):
self.lToken[i]["bToRemove"] = True
elif sWhat == "␣":
# merge tokens
self.lToken[nTokenRewriteStart]["nMergeUntil"] = nTokenRewriteEnd
elif sWhat == "_":
# neutralized token
if nTokenRewriteEnd - nTokenRewriteStart == 0:
self.lToken[nTokenRewriteStart]["sNewValue"] = "_"
else:
for i in range(nTokenRewriteStart, nTokenRewriteEnd+1):
self.lToken[i]["sNewValue"] = "_"
else:
if sWhat.startswith("="):
sWhat = globals()[sWhat[1:]](self.lToken, nTokenOffset, nLastToken)
else:
sWhat = self._expand(sWhat, nTokenOffset, nLastToken)
bUppercase = bCaseSvty and self.lToken[nTokenRewriteStart]["sValue"][0:1].isupper()
if nTokenRewriteEnd - nTokenRewriteStart == 0:
# one token
if bUppercase:
sWhat = sWhat[0:1].upper() + sWhat[1:]
self.lToken[nTokenRewriteStart]["sNewValue"] = sWhat
else:
# several tokens
lTokenValue = sWhat.split("|")
if len(lTokenValue) != (nTokenRewriteEnd - nTokenRewriteStart + 1):
echo("Error. Text processor: number of replacements != number of tokens.")
return
for i, sValue in zip(range(nTokenRewriteStart, nTokenRewriteEnd+1), lTokenValue):
if not sValue or sValue == "*":
self.lToken[i]["bToRemove"] = True
else:
if bUppercase:
sValue = sValue[0:1].upper() + sValue[1:]
self.lToken[i]["sNewValue"] = sValue
def rewriteFromTags (self, bDebug=False):
"rewrite the sentence, modify tokens, purge the token list"
if bDebug:
echo("REWRITE")
lNewToken = []
nMergeUntil = 0
dTokenMerger = {}
for iToken, dToken in enumerate(self.lToken):
bKeepToken = True
if dToken["sType"] != "INFO":
if nMergeUntil and iToken <= nMergeUntil:
dTokenMerger["sValue"] += " " * (dToken["nStart"] - dTokenMerger["nEnd"]) + dToken["sValue"]
dTokenMerger["nEnd"] = dToken["nEnd"]
if bDebug:
echo(" MERGED TOKEN: " + dTokenMerger["sValue"])
bKeepToken = False
if "nMergeUntil" in dToken:
if iToken > nMergeUntil: # this token is not already merged with a previous token
dTokenMerger = dToken
if dToken["nMergeUntil"] > nMergeUntil:
nMergeUntil = dToken["nMergeUntil"]
del dToken["nMergeUntil"]
elif "bToRemove" in dToken:
if bDebug:
echo(" REMOVED: " + dToken["sValue"])
self.sSentence = self.sSentence[:dToken["nStart"]] + " " * (dToken["nEnd"] - dToken["nStart"]) + self.sSentence[dToken["nEnd"]:]
bKeepToken = False
#
if bKeepToken:
lNewToken.append(dToken)
if "sNewValue" in dToken:
# rewrite token and sentence
if bDebug:
echo(dToken["sValue"] + " -> " + dToken["sNewValue"])
dToken["sRealValue"] = dToken["sValue"]
dToken["sValue"] = dToken["sNewValue"]
nDiffLen = len(dToken["sRealValue"]) - len(dToken["sNewValue"])
sNewRepl = (dToken["sNewValue"] + " " * nDiffLen) if nDiffLen >= 0 else dToken["sNewValue"][:len(dToken["sRealValue"])]
self.sSentence = self.sSentence[:dToken["nStart"]] + sNewRepl + self.sSentence[dToken["nEnd"]:]
del dToken["sNewValue"]
else:
try:
del self.dTokenPos[dToken["nStart"]]
except KeyError:
echo(self)
echo(dToken)
if bDebug:
echo(" TEXT REWRITED: " + self.sSentence)
self.lToken.clear()
self.lToken = lNewToken
#### common functions
def option (sOpt):
"return True if option <sOpt> is active"
return _dOptions.get(sOpt, False)
#### Functions to get text outside pattern scope
# warning: check compile_rules.py to understand how it works
_zNextWord = re.compile(r" +(\w[\w-]*)")
_zPrevWord = re.compile(r"(\w[\w-]*) +$")
def nextword (s, iStart, n):
"get the nth word of the input string or empty string"
m = re.match("(?: +[\\w%-]+){" + str(n-1) + "} +([\\w%-]+)", s[iStart:])
if not m:
return None
return (iStart+m.start(1), m.group(1))
def prevword (s, iEnd, n):
"get the (-)nth word of the input string or empty string"
m = re.search("([\\w%-]+) +(?:[\\w%-]+ +){" + str(n-1) + "}$", s[:iEnd])
if not m:
return None
return (m.start(1), m.group(1))
def nextword1 (s, iStart):
"get next word (optimization)"
m = _zNextWord.match(s[iStart:])
if not m:
return None
return (iStart+m.start(1), m.group(1))
def prevword1 (s, iEnd):
"get previous word (optimization)"
m = _zPrevWord.search(s[:iEnd])
if not m:
return None
return (m.start(1), m.group(1))
def look (s, sPattern, sNegPattern=None):
"seek sPattern in s (before/after/fulltext), if sNegPattern not in s"
if sNegPattern and re.search(sNegPattern, s):
return False
if re.search(sPattern, s):
return True
return False
def look_chk1 (dTokenPos, s, nOffset, sPattern, sPatternGroup1, sNegPatternGroup1=""):
"returns True if s has pattern sPattern and m.group(1) has pattern sPatternGroup1"
m = re.search(sPattern, s)
if not m:
return False
try:
sWord = m.group(1)
nPos = m.start(1) + nOffset
except IndexError:
return False
return morph(dTokenPos, (nPos, sWord), sPatternGroup1, sNegPatternGroup1)
#### Analyse groups for regex rules
def displayInfo (dTokenPos, tWord):
"for debugging: retrieve info of word"
if not tWord:
echo("> nothing to find")
return True
lMorph = _oSpellChecker.getMorph(tWord[1])
if not lMorph:
echo("> not in dictionary")
return True
echo("TOKENS:", dTokenPos)
if tWord[0] in dTokenPos and "lMorph" in dTokenPos[tWord[0]]:
echo("DA: " + str(dTokenPos[tWord[0]]["lMorph"]))
echo("FSA: " + str(lMorph))
return True
def morph (dTokenPos, tWord, sPattern, sNegPattern="", bNoWord=False):
"analyse a tuple (position, word), returns True if not sNegPattern in word morphologies and sPattern in word morphologies (disambiguation on)"
if not tWord:
return bNoWord
lMorph = dTokenPos[tWord[0]]["lMorph"] if tWord[0] in dTokenPos and "lMorph" in dTokenPos[tWord[0]] else _oSpellChecker.getMorph(tWord[1])
if not lMorph:
return False
# check negative condition
if sNegPattern:
if sNegPattern == "*":
# all morph must match sPattern
zPattern = re.compile(sPattern)
return all(zPattern.search(sMorph) for sMorph in lMorph)
zNegPattern = re.compile(sNegPattern)
if any(zNegPattern.search(sMorph) for sMorph in lMorph):
return False
# search sPattern
zPattern = re.compile(sPattern)
return any(zPattern.search(sMorph) for sMorph in lMorph)
def analyse (sWord, sPattern, sNegPattern=""):
"analyse a word, returns True if not sNegPattern in word morphologies and sPattern in word morphologies (disambiguation off)"
lMorph = _oSpellChecker.getMorph(sWord)
if not lMorph:
return False
# check negative condition
if sNegPattern:
if sNegPattern == "*":
zPattern = re.compile(sPattern)
return all(zPattern.search(sMorph) for sMorph in lMorph)
zNegPattern = re.compile(sNegPattern)
if any(zNegPattern.search(sMorph) for sMorph in lMorph):
return False
# search sPattern
zPattern = re.compile(sPattern)
return any(zPattern.search(sMorph) for sMorph in lMorph)
#### Analyse tokens for graph rules
def g_value (dToken, sValues, nLeft=None, nRight=None):
"test if <dToken['sValue']> is in sValues (each value should be separated with |)"
sValue = "|"+dToken["sValue"]+"|" if nLeft is None else "|"+dToken["sValue"][slice(nLeft, nRight)]+"|"
if sValue in sValues:
return True
if dToken["sValue"][0:2].istitle(): # we test only 2 first chars, to make valid words such as "Laissez-les", "Passe-partout".
if sValue.lower() in sValues:
return True
elif dToken["sValue"].isupper():
#if sValue.lower() in sValues:
# return True
sValue = "|"+sValue[1:].capitalize()
if sValue in sValues:
return True
sValue = sValue.lower()
if sValue in sValues:
return True
return False
def g_morph (dToken, sPattern, sNegPattern="", nLeft=None, nRight=None, bMemorizeMorph=True):
"analyse a token, return True if <sNegPattern> not in morphologies and <sPattern> in morphologies"
if "lMorph" in dToken:
lMorph = dToken["lMorph"]
else:
if nLeft is not None:
lMorph = _oSpellChecker.getMorph(dToken["sValue"][slice(nLeft, nRight)])
if bMemorizeMorph:
dToken["lMorph"] = lMorph
else:
lMorph = _oSpellChecker.getMorph(dToken["sValue"])
if not lMorph:
return False
# check negative condition
if sNegPattern:
if sNegPattern == "*":
# all morph must match sPattern
zPattern = re.compile(sPattern)
return all(zPattern.search(sMorph) for sMorph in lMorph)
zNegPattern = re.compile(sNegPattern)
if any(zNegPattern.search(sMorph) for sMorph in lMorph):
return False
# search sPattern
zPattern = re.compile(sPattern)
return any(zPattern.search(sMorph) for sMorph in lMorph)
def g_analyse (dToken, sPattern, sNegPattern="", nLeft=None, nRight=None, bMemorizeMorph=True):
"analyse a token, return True if <sNegPattern> not in morphologies and <sPattern> in morphologies (disambiguation off)"
if nLeft is not None:
lMorph = _oSpellChecker.getMorph(dToken["sValue"][slice(nLeft, nRight)])
if bMemorizeMorph:
dToken["lMorph"] = lMorph
else:
lMorph = _oSpellChecker.getMorph(dToken["sValue"])
if not lMorph:
return False
# check negative condition
if sNegPattern:
if sNegPattern == "*":
# all morph must match sPattern
zPattern = re.compile(sPattern)
return all(zPattern.search(sMorph) for sMorph in lMorph)
zNegPattern = re.compile(sNegPattern)
if any(zNegPattern.search(sMorph) for sMorph in lMorph):
return False
# search sPattern
zPattern = re.compile(sPattern)
return any(zPattern.search(sMorph) for sMorph in lMorph)
def g_merged_analyse (dToken1, dToken2, cMerger, sPattern, sNegPattern="", bSetMorph=True):
"merge two token values, return True if <sNegPattern> not in morphologies and <sPattern> in morphologies (disambiguation off)"
lMorph = _oSpellChecker.getMorph(dToken1["sValue"] + cMerger + dToken2["sValue"])
if not lMorph:
return False
# check negative condition
if sNegPattern:
if sNegPattern == "*":
# all morph must match sPattern
zPattern = re.compile(sPattern)
bResult = all(zPattern.search(sMorph) for sMorph in lMorph)
if bResult and bSetMorph:
dToken1["lMorph"] = lMorph
return bResult
zNegPattern = re.compile(sNegPattern)
if any(zNegPattern.search(sMorph) for sMorph in lMorph):
return False
# search sPattern
zPattern = re.compile(sPattern)
bResult = any(zPattern.search(sMorph) for sMorph in lMorph)
if bResult and bSetMorph:
dToken1["lMorph"] = lMorph
return bResult
def g_tag_before (dToken, dTags, sTag):
"returns True if <sTag> is present on tokens before <dToken>"
if sTag not in dTags:
return False
if dToken["i"] > dTags[sTag][0]:
return True
return False
def g_tag_after (dToken, dTags, sTag):
"returns True if <sTag> is present on tokens after <dToken>"
if sTag not in dTags:
return False
if dToken["i"] < dTags[sTag][1]:
return True
return False
def g_tag (dToken, sTag):
"returns True if <sTag> is present on token <dToken>"
return "aTags" in dToken and sTag in dToken["aTags"]
def g_space_between_tokens (dToken1, dToken2, nMin, nMax=None):
"checks if spaces between tokens is >= <nMin> and <= <nMax>"
nSpace = dToken2["nStart"] - dToken1["nEnd"]
if nSpace < nMin:
return False
if nMax is not None and nSpace > nMax:
return False
return True
def g_token (lToken, i):
"return token at index <i> in lToken (or the closest one)"
if i < 0:
return lToken[0]
if i >= len(lToken):
return lToken[-1]
return lToken[i]
#### Disambiguator for regex rules
def select (dTokenPos, nPos, sWord, sPattern, lDefault=None):
"Disambiguation: select morphologies of <sWord> matching <sPattern>"
if not sWord:
return True
if nPos not in dTokenPos:
echo("Error. There should be a token at this position: ", nPos)
return True
lMorph = _oSpellChecker.getMorph(sWord)
if not lMorph or len(lMorph) == 1:
return True
lSelect = [ sMorph for sMorph in lMorph if re.search(sPattern, sMorph) ]
if lSelect:
if len(lSelect) != len(lMorph):
dTokenPos[nPos]["lMorph"] = lSelect
elif lDefault:
dTokenPos[nPos]["lMorph"] = lDefault
return True
def exclude (dTokenPos, nPos, sWord, sPattern, lDefault=None):
"Disambiguation: exclude morphologies of <sWord> matching <sPattern>"
if not sWord:
return True
if nPos not in dTokenPos:
echo("Error. There should be a token at this position: ", nPos)
return True
lMorph = _oSpellChecker.getMorph(sWord)
if not lMorph or len(lMorph) == 1:
return True
lSelect = [ sMorph for sMorph in lMorph if not re.search(sPattern, sMorph) ]
if lSelect:
if len(lSelect) != len(lMorph):
dTokenPos[nPos]["lMorph"] = lSelect
elif lDefault:
dTokenPos[nPos]["lMorph"] = lDefault
return True
def define (dTokenPos, nPos, lMorph):
"Disambiguation: set morphologies of token at <nPos> with <lMorph>"
if nPos not in dTokenPos:
echo("Error. There should be a token at this position: ", nPos)
return True
dTokenPos[nPos]["lMorph"] = lMorph
return True
#### Disambiguation for graph rules
def g_select (dToken, sPattern, lDefault=None):
"select morphologies for <dToken> according to <sPattern>, always return True"
lMorph = dToken["lMorph"] if "lMorph" in dToken else _oSpellChecker.getMorph(dToken["sValue"])
if not lMorph or len(lMorph) == 1:
if lDefault:
dToken["lMorph"] = lDefault
#echo("DA:", dToken["sValue"], dToken["lMorph"])
return True
lSelect = [ sMorph for sMorph in lMorph if re.search(sPattern, sMorph) ]
if lSelect:
if len(lSelect) != len(lMorph):
dToken["lMorph"] = lSelect
elif lDefault:
dToken["lMorph"] = lDefault
#echo("DA:", dToken["sValue"], dToken["lMorph"])
return True
def g_exclude (dToken, sPattern, lDefault=None):
"select morphologies for <dToken> according to <sPattern>, always return True"
lMorph = dToken["lMorph"] if "lMorph" in dToken else _oSpellChecker.getMorph(dToken["sValue"])
if not lMorph or len(lMorph) == 1:
if lDefault:
dToken["lMorph"] = lDefault
#echo("DA:", dToken["sValue"], dToken["lMorph"])
return True
lSelect = [ sMorph for sMorph in lMorph if not re.search(sPattern, sMorph) ]
if lSelect:
if len(lSelect) != len(lMorph):
dToken["lMorph"] = lSelect
elif lDefault:
dToken["lMorph"] = lDefault
#echo("DA:", dToken["sValue"], dToken["lMorph"])
return True
def g_define (dToken, lMorph):
"set morphologies of <dToken>, always return True"
dToken["lMorph"] = lMorph
#echo("DA:", dToken["sValue"], lMorph)
return True
def g_define_from (dToken, nLeft=None, nRight=None):
"set morphologies of <dToken> with slicing its value with <nLeft> and <nRight>"
if nLeft is not None:
dToken["lMorph"] = _oSpellChecker.getMorph(dToken["sValue"][slice(nLeft, nRight)])
else:
dToken["lMorph"] = _oSpellChecker.getMorph(dToken["sValue"])
return True
#### GRAMMAR CHECKER PLUGINS
${plugins}
#### CALLABLES FOR REGEX RULES (generated code)
${callables}
#### CALLABLES FOR GRAPH RULES (generated code)
${graph_callables}