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def __init__ (self, sText):
self.sText = sText
self.sText0 = sText
self.sSentence = ""
self.sSentence0 = ""
self.nOffsetWithinParagraph = 0
self.lToken = []
self.lTokens = []
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:
for dToken in self.lTokens:
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 gc_options.dOptions
bShowRuleId = gc_options.dOptions.get('idrule', False)
# parse paragraph
try:
self.parseText(self.sText, self.sText0, True, 0, sCountry, dOpt, bShowRuleId, bDebug, bContext)
except:
raise
self.lTokens = None
self.lTokens0 = None
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" }
self.lTokens = list(_oTokenizer.genTokens(self.sSentence, True))
self.dTokenPos = { dToken["nStart"]: dToken for dToken in self.lTokens 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
dSentence["lGrammarErrors"] = list(self.dSentenceError.values())
lSentences.append(dSentence)
for dToken in self.lTokens0:
_oSpellChecker.setLabelsOnToken(dToken)
lSentences.append({
"nStart": iStart,
"nEnd": iEnd,
"sSentence": self.sSentence0,
"lTokens": self.lTokens0,
"lGrammarErrors": list(self.dSentenceError.values())
})
self.dSentenceError.clear()
except:
raise
if bFullInfo:
# Grammar checking and sentence analysis
return lParagraphErrors, lSentences
else:
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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:
lNewTokens = list(_oTokenizer.genTokens(sSentence, True))
for dToken in lNewTokens:
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" }
self.lTokens = lNewTokens
self.dTokenPos = { dToken["nStart"]: dToken for dToken in self.lTokens 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"]]
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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):
for iToken, dToken in enumerate(self.lTokens):
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
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# Suggestion [ option, condition, "-", replacement/suggestion/action, iTokenStart, iTokenEnd, cStartLimit, cEndLimit, bCaseSvty, nPriority, sMessage, iURL ]
# 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 getattr(gc_functions, sFuncCond)(self.lToken, nTokenOffset, nLastToken, sCountry, bCondMemo, self.dTags, self.sSentence, self.sSentence0)
bCondMemo = not sFuncCond or getattr(gc_functions, sFuncCond)(self.lTokens, nTokenOffset, nLastToken, sCountry, bCondMemo, self.dTags, self.sSentence, self.sSentence0)
if bCondMemo:
if cActionType == "-":
# grammar error
iTokenStart, iTokenEnd, cStartLimit, cEndLimit, bCaseSvty, nPriority, sMessage, iURL = eAct
nTokenErrorStart = nTokenOffset + iTokenStart if iTokenStart > 0 else nLastToken + iTokenStart
if "bImmune" not in self.lToken[nTokenErrorStart]:
if "bImmune" not in self.lTokens[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"])
nErrorStart = self.nOffsetWithinParagraph + (self.lTokens[nTokenErrorStart]["nStart"] if cStartLimit == "<" else self.lTokens[nTokenErrorStart]["nEnd"])
nErrorEnd = self.nOffsetWithinParagraph + (self.lTokens[nTokenErrorEnd]["nEnd"] if cEndLimit == ">" else self.lTokens[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, _rules_graph.dURL.get(iURL, ""), 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))
echo(" TEXT_PROCESSOR: [{}:{}] > {}".format(self.lTokens[nTokenStart]["sValue"], self.lTokens[nTokenEnd]["sValue"], sWhat))
elif cActionType == "=":
# disambiguation
getattr(gc_functions, sWhat)(self.lToken, nTokenOffset, nLastToken)
getattr(gc_functions, sWhat)(self.lTokens, nTokenOffset, nLastToken)
if bDebug:
echo(" DISAMBIGUATOR: ({}) [{}:{}]".format(sWhat, self.lToken[nTokenOffset+1]["sValue"], self.lToken[nLastToken]["sValue"]))
echo(" DISAMBIGUATOR: ({}) [{}:{}]".format(sWhat, self.lTokens[nTokenOffset+1]["sValue"], self.lTokens[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("|"))
if "aTags" in self.lTokens[i]:
self.lTokens[i]["aTags"].update(sWhat.split("|"))
else:
self.lToken[i]["aTags"] = set(sWhat.split("|"))
self.lTokens[i]["aTags"] = set(sWhat.split("|"))
if bDebug:
echo(" TAG: {} > [{}:{}]".format(sWhat, self.lToken[nTokenStart]["sValue"], self.lToken[nTokenEnd]["sValue"]))
echo(" TAG: {} > [{}:{}]".format(sWhat, self.lTokens[nTokenStart]["sValue"], self.lTokens[nTokenEnd]["sValue"]))
for sTag in sWhat.split("|"):
if sTag not in self.dTags:
self.dTags[sTag] = [nTokenStart, nTokenEnd]
else:
self.dTags[sTag][0] = min(nTokenStart, self.dTags[sTag][0])
self.dTags[sTag][1] = max(nTokenEnd, self.dTags[sTag][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"]
self.lTokens[nTokenStart]["bImmune"] = True
nErrorStart = self.nOffsetWithinParagraph + self.lTokens[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"]
self.lTokens[i]["bImmune"] = True
nErrorStart = self.nOffsetWithinParagraph + self.lTokens[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")
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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 = getattr(gc_functions, sSugg[1:])(self.lToken, nTokenOffset, nLastToken)
sSugg = getattr(gc_functions, sSugg[1:])(self.lTokens, 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():
if bCaseSvty and lSugg and self.lTokens[iFirstToken]["sValue"][0:1].isupper():
lSugg = list(map(lambda s: s.upper(), lSugg)) if self.sSentence[nStart:nEnd].isupper() else list(map(lambda s: s[0:1].upper()+s[1:], lSugg))
# Message
sMessage = getattr(gc_functions, sMsg[1:])(self.lToken, nTokenOffset, nLastToken) if sMsg[0:1] == "=" else self._expand(sMsg, nTokenOffset, nLastToken)
sMessage = getattr(gc_functions, sMsg[1:])(self.lTokens, 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)
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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"])
sText = sText.replace(m.group(0), self.lTokens[nLastToken+int(m.group(1))+1]["sValue"])
else:
sText = sText.replace(m.group(0), self.lToken[nTokenOffset+int(m.group(1))]["sValue"])
sText = sText.replace(m.group(0), self.lTokens[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
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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
self.lTokens[nTokenRewriteStart]["bToRemove"] = True
else:
for i in range(nTokenRewriteStart, nTokenRewriteEnd+1):
self.lToken[i]["bToRemove"] = True
self.lTokens[i]["bToRemove"] = True
elif sWhat == "␣":
# merge tokens
self.lToken[nTokenRewriteStart]["nMergeUntil"] = nTokenRewriteEnd
self.lTokens[nTokenRewriteStart]["nMergeUntil"] = nTokenRewriteEnd
elif sWhat == "_":
# neutralized token
if nTokenRewriteEnd - nTokenRewriteStart == 0:
self.lToken[nTokenRewriteStart]["sNewValue"] = "_"
self.lTokens[nTokenRewriteStart]["sNewValue"] = "_"
else:
for i in range(nTokenRewriteStart, nTokenRewriteEnd+1):
self.lToken[i]["sNewValue"] = "_"
self.lTokens[i]["sNewValue"] = "_"
else:
if sWhat.startswith("="):
sWhat = getattr(gc_functions, sWhat[1:])(self.lToken, nTokenOffset, nLastToken)
sWhat = getattr(gc_functions, sWhat[1:])(self.lTokens, nTokenOffset, nLastToken)
else:
sWhat = self._expand(sWhat, nTokenOffset, nLastToken)
bUppercase = bCaseSvty and self.lToken[nTokenRewriteStart]["sValue"][0:1].isupper()
bUppercase = bCaseSvty and self.lTokens[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
self.lTokens[nTokenRewriteStart]["sNewValue"] = sWhat
else:
# several tokens
lTokenValue = sWhat.split("|")
if len(lTokenValue) != (nTokenRewriteEnd - nTokenRewriteStart + 1):
if (bDebug):
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
self.lTokens[i]["bToRemove"] = True
else:
if bUppercase:
sValue = sValue[0:1].upper() + sValue[1:]
self.lToken[i]["sNewValue"] = sValue
self.lTokens[i]["sNewValue"] = sValue
def rewriteFromTags (self, bDebug=False):
"rewrite the sentence, modify tokens, purge the token list"
if bDebug:
echo("REWRITE")
lNewTokens = []
lNewToken = []
lNewTokens0 = []
nMergeUntil = 0
dTokenMerger = {}
for iToken, dToken in enumerate(self.lToken):
for iToken, dToken in enumerate(self.lTokens):
bKeepToken = True
if dToken["sType"] != "INFO":
if nMergeUntil and iToken <= nMergeUntil:
# token to merge
dTokenMerger["sValue"] += " " * (dToken["nStart"] - dTokenMerger["nEnd"]) + dToken["sValue"]
dTokenMerger["nEnd"] = dToken["nEnd"]
if bDebug:
echo(" MERGED TOKEN: " + dTokenMerger["sValue"])
dToken["bMerged"] = True
bKeepToken = False
if "nMergeUntil" in dToken:
# first token to be merge with
if iToken > nMergeUntil: # this token is not already merged with a previous token
if iToken > nMergeUntil: # this token is not to be merged with a previous token
dTokenMerger = dToken
if dToken["nMergeUntil"] > nMergeUntil:
nMergeUntil = dToken["nMergeUntil"]
del dToken["nMergeUntil"]
elif "bToRemove" in dToken:
# deletion required
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)
lNewTokens.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"]
if bDebug:
echo(" TEXT REWRITED: " + self.sSentence)
self.lToken.clear()
self.lToken = lNewToken
self.lTokens.clear()
self.lTokens = lNewTokens
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