Grammalecte  Changes On Branch e83552ea6d150fde

# Create a Direct Acyclic Rule Graph (DARG)

import re
import traceback
import json
import darg


dDEF = {}
dACTIONS = {}
lFUNCTIONS = []


def prepareFunction (s):
    s = s.replace("__also__", "bCondMemo")
    s = s.replace("__else__", "not bCondMemo")
    s = re.sub(r"isStart *\(\)", 'before(["<START>", ","])', s)
    s = re.sub(r"isRealStart *\(\)", 'before(["<START>"])', s)
    s = re.sub(r"isStart0 *\(\)", 'before0(["<START>", ","])', s)
    s = re.sub(r"isRealStart0 *\(\)", 'before0(["<START>"])', s)
    s = re.sub(r"isEnd *\(\)", 'after(["<END>", ","])', s)
    s = re.sub(r"isRealEnd *\(\)", 'after(["<END>"])', s)
    s = re.sub(r"isEnd0 *\(\)", 'after0(["<END>", ","])', s)
    s = re.sub(r"isRealEnd0 *\(\)", 'after0(["<END>"])', s)
    s = re.sub(r"(select|exclude)[(][\\](\d+)", '\\1(lToken[\\2]', s)
    s = re.sub(r"define[(][\\](\d+)", 'define(lToken[\\1]', s)
    s = re.sub(r"(morph|morphex|displayInfo)[(]\\(\d+)", '\\1(lToken[\\2]', s)
    s = re.sub(r"token\(\s*(\d)", 'nextToken(\\1', s)                                       # token(n)
    s = re.sub(r"token\(\s*-(\d)", 'prevToken(\\1', s)                                      # token(-n)
    s = re.sub(r"before\(\s*", 'look(s[:m.start()], ', s)                                   # before(s)
    s = re.sub(r"after\(\s*", 'look(s[m.end():], ', s)                                      # after(s)
    s = re.sub(r"textarea\(\s*", 'look(s, ', s)                                             # textarea(s)
    s = re.sub(r"before_chk1\(\s*", 'look_chk1(dDA, s[:m.start()], 0, ', s)                 # before_chk1(s)
    s = re.sub(r"after_chk1\(\s*", 'look_chk1(dDA, s[m.end():], m.end(), ', s)              # after_chk1(s)
    s = re.sub(r"textarea_chk1\(\s*", 'look_chk1(dDA, s, 0, ', s)                           # textarea_chk1(s)
    s = re.sub(r"isEndOfNG\(\s*\)", 'isEndOfNG(dDA, s[m.end():], m.end())', s)              # isEndOfNG(s)
    s = re.sub(r"isNextNotCOD\(\s*\)", 'isNextNotCOD(dDA, s[m.end():], m.end())', s)        # isNextNotCOD(s)
    s = re.sub(r"isNextVerb\(\s*\)", 'isNextVerb(dDA, s[m.end():], m.end())', s)            # isNextVerb(s)
    s = re.sub(r"\bspell *[(]", '_oSpellChecker.isValid(', s)
    s = re.sub(r"[\\](\d+)", 'lToken[\\1]', s)
    return s


def changeReferenceToken (s, dPos):
    for i in range(len(dPos), 0, -1):
        s = s.replace("\\"+str(i), "\\"+str(dPos[i]))
    return s


def genTokenRules (sTokenLine):
    lToken = sTokenLine.split()
    lTokenRules = None
    for i, sToken in enumerate(lToken):
        if sToken.startswith("{") and sToken.endswith("}") and sToken in dDEF:
            lToken[i] = dDEF[sToken]
        if ( (sToken.startswith("[") and sToken.endswith("]")) or (sToken.startswith("([") and sToken.endswith("])")) ):
            bSelectedGroup = sToken.startswith("(") and sToken.endswith(")")
            # multiple token
            if not lTokenRules:
                lTokenRules = [ sToken[1:-1].split("|") ]
            else:
                lNewTemp = []
                for aRule in lTokenRules:
                    lElem = sToken[1:-1].split("|")  if not bSelectedGroup  else sToken[2:-2].split("|")
                    sElem1 = lElem.pop(0)
                    if bSelectedGroup:
                        sElem1 = "(" + sElem1 + ")"
                    for sElem in lElem:
                        if bSelectedGroup:
                            sElem = "(" + sElem + ")"
                        aNew = list(aRule)
                        aNew.append(sElem)
                        lNewTemp.append(aNew)
                    aRule.append(sElem1)
                lTokenRules.extend(lNewTemp)
        else:
            # simple token
            if not lTokenRules:
                lTokenRules = [[sToken]]
            else:
                for aRule in lTokenRules:
                    aRule.append(sToken)
    for aRule in lTokenRules:
        print("Rule\n", aRule)
        yield aRule


def createRule (iLine, sRuleName, sTokenLine, sActions, nPriority):
    # print(iLine, "//", sRuleName, "//", sTokenLine, "//", sActions, "//", nPriority)
    for lToken in genTokenRules(sTokenLine):
        # Calculate positions
        dPos = {}
        nGroup = 0
        for i, sToken in enumerate(lToken):
            if sToken.startswith("(") and sToken.endswith(")"):
                lToken[i] = sToken[1:-1]
                nGroup += 1
                dPos[nGroup] = i

        # Parse actions
        for nAction, sAction in enumerate(sActions.split(" <<- ")):
            if sAction.strip():
                sActionId = sRuleName + "_a" + str(nAction)
                aAction = createAction(sActionId, sAction, nGroup, nPriority, dPos)
                if aAction:
                    dACTIONS[sActionId] = aAction
                    lResult = list(lToken)
                    lResult.extend(["##"+str(iLine), sActionId])
                    yield lResult


def createAction (sIdAction, sAction, nGroup, nPriority, dPos):
    m = re.search("([-~=])(\\d+|)(:\\d+|)>> ", sAction)
    if not m:
        print(" # Error. No action found at: ", sIdAction)
        print("   ==", sAction, "==")
        return None
    # Condition
    sCondition = sAction[:m.start()].strip()
    if sCondition:
        sCondition = prepareFunction(sCondition)
        sCondition = changeReferenceToken(sCondition, dPos)    
        lFUNCTIONS.append(("g_c_"+sIdAction, sCondition))
        sCondition = "g_c_"+sIdAction
    else:
        sCondition = ""
    # Action
    cAction = m.group(1)
    sAction = sAction[m.end():].strip()
    sAction = changeReferenceToken(sAction, dPos)
    iStartAction = int(m.group(2))  if m.group(2)  else 0
    iEndAction = int(m.group(3)[1:])  if m.group(3)  else iStartAction
    if nGroup:
        try:
            iStartAction = dPos[iStartAction]
            iEndAction = dPos[iEndAction]
        except:
            print("# Error. Wrong groups in: " + sIdAction)

    if cAction == "-":
        ## error
        iMsg = sAction.find(" # ")
        if iMsg == -1:
            sMsg = "# Error. Error message not found."
            sURL = ""
            print(sMsg + " Action id: " + sIdAction)
        else:
            sMsg = sAction[iMsg+3:].strip()
            sAction = sAction[:iMsg].strip()
            sURL = ""
            mURL = re.search("[|] *(https?://.*)", sMsg)
            if mURL:
                sURL = mURL.group(1).strip()
                sMsg = sMsg[:mURL.start(0)].strip()
            if sMsg[0:1] == "=":
                sMsg = prepareFunction(sMsg[1:])
                lFUNCTIONS.append(("g_m_"+sIdAction, sMsg))
                for x in re.finditer("group[(](\\d+)[)]", sMsg):
                    if int(x.group(1)) > nGroup:
                        print("# Error in groups in message at line " + sIdAction + " ("+str(nGroup)+" groups only)")
                sMsg = "=g_m_"+sIdAction
            else:
                for x in re.finditer(r"\\(\d+)", sMsg):
                    if int(x.group(1)) > nGroup:
                        print("# Error in groups in message at line " + sIdAction + " ("+str(nGroup)+" groups only)")
                if re.search("[.]\\w+[(]", sMsg):
                    print("# Error in message at line " + sIdAction + ":  This message looks like code. Line should begin with =")
            
    if sAction[0:1] == "=" or cAction == "=":
        if "define" in sAction and not re.search(r"define\(\\\d+ *, *\[.*\] *\)", sAction):
            print("# Error in action at line " + sIdAction + ": second argument for define must be a list of strings")
        sAction = prepareFunction(sAction)
        for x in re.finditer("group[(](\\d+)[)]", sAction):
            if int(x.group(1)) > nGroup:
                print("# Error in groups in replacement at line " + sIdAction + " ("+str(nGroup)+" groups only)")
    else:
        for x in re.finditer(r"\\(\d+)", sAction):
            if int(x.group(1)) > nGroup:
                print("# Error in groups in replacement at line " + sIdAction + " ("+str(nGroup)+" groups only)")
        if re.search("[.]\\w+[(]|sugg\\w+[(]", sAction):
            print("# Error in action at line " + sIdAction + ":  This action looks like code. Line should begin with =")

    if cAction == "-":
        ## error detected --> suggestion
        if not sAction:
            print("# Error in action at line " + sIdAction + ":  This action is empty.")
        if sAction[0:1] == "=":
            lFUNCTIONS.append(("g_s_"+sIdAction, sAction[1:]))
            sAction = "=g_s_"+sIdAction
        elif sAction.startswith('"') and sAction.endswith('"'):
            sAction = sAction[1:-1]
        if not sMsg:
            print("# Error in action at line " + sIdAction + ":  The message is empty.")
        return [sCondition, cAction, sAction, iStartAction, iEndAction, nPriority, sMsg, sURL]
    elif cAction == "~":
        ## text processor
        if not sAction:
            print("# Error in action at line " + sIdAction + ":  This action is empty.")
        if sAction[0:1] == "=":
            lFUNCTIONS.append(("g_p_"+sIdAction, sAction[1:]))
            sAction = "=g_p_"+sIdAction
        elif sAction.startswith('"') and sAction.endswith('"'):
            sAction = sAction[1:-1]
        return [sCondition, cAction, sAction, iStartAction, iEndAction]
    elif cAction == "=":
        ## disambiguator
        if sAction[0:1] == "=":
            sAction = sAction[1:]
        if not sAction:
            print("# Error in action at line " + sIdAction + ":  This action is empty.")
        lFUNCTIONS.append(("g_d_"+sIdAction, sAction))
        sAction = "g_d_"+sIdAction
        return [sCondition, cAction, sAction]
    elif cAction == ">":
        ## no action, break loop if condition is False
        return [sCondition, cAction, ""]
    else:
        print("# Unknown action at line " + sIdAction)
        return None


def make (spLang, sLang, bJavaScript):
    "compile rules, returns a dictionary of values"
    # for clarity purpose, don’t create any file here

    print("> read graph rules file...")
    try:
        lRules = open(spLang + "/rules_graph.grx", 'r', encoding="utf-8").readlines()
    except:
        print("Error. Rules file in project [" + sLang + "] not found.")
        exit()

    # removing comments, zeroing empty lines, creating definitions, storing tests, merging rule lines
    print("  parsing rules...")
    global dDEF
    lLine = []
    lRuleLine = []
    lTest = []
    lOpt = []
    lTokenLine = []
    sActions = ""
    nPriority = 4

    for i, sLine in enumerate(lRules, 1):
        sLine = sLine.rstrip()
        if "\t" in sLine:
            print("Error. Tabulation at line: ", i)
            break
        if sLine.startswith('#END'):
            printBookmark(0, "BREAK BY #END", i)
            break
        elif sLine.startswith("#"):
            pass
        elif sLine.startswith("DEF:"):
            m = re.match("DEF: +([a-zA-Z_][a-zA-Z_0-9]*) +(.+)$", sLine.strip())
            if m:
                dDEF["{"+m.group(1)+"}"] = m.group(2)
            else:
                print("Error in definition: ", end="")
                print(sLine.strip())
        elif sLine.startswith("TEST:"):
            lTest.append("{:<8}".format(i) + "  " + sLine[5:].strip())
        elif sLine.startswith("TODO:"):
            pass
        elif sLine.startswith("!!"):
            m = re.search("^!!+", sLine)
            nExMk = len(m.group(0))
            if sLine[nExMk:].strip():
                printBookmark(nExMk-2, sLine[nExMk:].strip(), i)
        elif sLine.startswith("__") and sLine.endswith("__"):
            # new rule group
            m = re.match("__(\\w+)(!\\d|)__", sLine)
            if m:
                sRuleName = m.group(1)
                nPriority = int(m.group(2)[1:]) if m.group(2)  else 4
            else:
                print("Error at rule group: ", sLine, " -- line:", i)
                break
        elif re.match("[  ]*$", sLine):
            # empty line to end merging
            for i, sTokenLine in lTokenLine:
                lRuleLine.append((i, sRuleName, sTokenLine, sActions, nPriority))
            lTokenLine = []
            sActions = ""
            sRuleName = ""
            nPriority = 4
        elif sLine.startswith(("        ")):
            # actions
            sActions += " " + sLine.strip()
        else:
            lTokenLine.append([i, sLine.strip()])

    # tests
    print("  list tests...")
    sGCTests = "\n".join(lTest)
    sGCTestsJS = '{ "aData2": ' + json.dumps(lTest, ensure_ascii=False) + " }\n"

    # processing rules
    print("  preparing rules...")
    lPreparedRule = []
    for i, sRuleGroup, sTokenLine, sActions, nPriority in lRuleLine:
        for lRule in createRule(i, sRuleGroup, sTokenLine, sActions, nPriority):
            lPreparedRule.append(lRule)

    # Graph creation
    for e in lPreparedRule:
        print(e)

    oDARG = darg.DARG(lPreparedRule, sLang)
    oRuleGraph = oDARG.createGraph()

    # creating file with all functions callable by rules
    print("  creating callables...")
    sPyCallables = "# generated code, do not edit\n"
    #sJSCallables = "// generated code, do not edit\nconst oEvalFunc = {\n"
    for sFuncName, sReturn in lFUNCTIONS:
        if sFuncName.startswith("g_c_"): # condition
            sParams = "lToken, sCountry, bCondMemo"
        elif sFuncName.startswith("g_m_"): # message
            sParams = "lToken"
        elif sFuncName.startswith("g_s_"): # suggestion
            sParams = "lToken"
        elif sFuncName.startswith("g_p_"): # preprocessor
            sParams = "lToken"
        elif sFuncName.startswith("g_d_"): # disambiguator
            sParams = "lToken"
        else:
            print("# Unknown function type in [" + sFuncName + "]")
            continue
        sPyCallables += "def {} ({}):\n".format(sFuncName, sParams)
        sPyCallables += "    return " + sReturn + "\n"
        #sJSCallables += "    {}: function ({})".format(sFuncName, sParams) + " {\n"
        #sJSCallables += "        return " + jsconv.py2js(sReturn) + ";\n"
        #sJSCallables += "    },\n"
    #sJSCallables += "}\n"

    # Result
    d = {
        "graph_callables": sPyCallables,
        "graph_gctests": None,
        "rules_graph": oRuleGraph,
        "rules_actions": dACTIONS
    }

    return d

#!python3

# RULE GRAPH BUILDER
#
# by Olivier R.
# License: MPL 2


import json
import time
import traceback

from graphspell.progressbar import ProgressBar



class DARG:
    """DIRECT ACYCLIC RULE GRAPH"""
    # This code is inspired from Steve Hanov’s DAWG, 2011. (http://stevehanov.ca/blog/index.php?id=115)

    def __init__ (self, lRule, sLangCode):
        print("===== Direct Acyclic Rule Graph - Minimal Acyclic Finite State Automaton =====")

        # Preparing DARG
        print(" > Preparing list of tokens")
        self.sLangCode = sLangCode
        self.nRule = len(lRule)
        self.aPreviousRule = []
        Node.resetNextId()
        self.oRoot = Node()
        self.lUncheckedNodes = []  # list of nodes that have not been checked for duplication.
        self.lMinimizedNodes = {}  # list of unique nodes that have been checked for duplication.
        self.nNode = 0
        self.nArc = 0
        
        # build
        lRule.sort()
        oProgBar = ProgressBar(0, len(lRule))
        for aRule in lRule:
            self.insert(aRule)
            oProgBar.increment(1)
        oProgBar.done()
        self.finish()
        self.countNodes()
        self.countArcs()
        self.displayInfo()

    # BUILD DARG
    def insert (self, aRule):
        if aRule < self.aPreviousRule:
            sys.exit("# Error: tokens must be inserted in order.")
    
        # find common prefix between word and previous word
        nCommonPrefix = 0
        for i in range(min(len(aRule), len(self.aPreviousRule))):
            if aRule[i] != self.aPreviousRule[i]:
                break
            nCommonPrefix += 1

        # Check the lUncheckedNodes for redundant nodes, proceeding from last
        # one down to the common prefix size. Then truncate the list at that point.
        self._minimize(nCommonPrefix)

        # add the suffix, starting from the correct node mid-way through the graph
        if len(self.lUncheckedNodes) == 0:
            oNode = self.oRoot
        else:
            oNode = self.lUncheckedNodes[-1][2]

        iToken = nCommonPrefix
        for sToken in aRule[nCommonPrefix:]:
            oNextNode = Node()
            oNode.dArcs[sToken] = oNextNode
            self.lUncheckedNodes.append((oNode, sToken, oNextNode))
            if iToken == (len(aRule) - 2): 
                oNode.bFinal = True
            iToken += 1
            oNode = oNextNode
        oNode.bFinal = True
        self.aPreviousRule = aRule

    def finish (self):
        "minimize unchecked nodes"
        self._minimize(0)

    def _minimize (self, downTo):
        # proceed from the leaf up to a certain point
        for i in range( len(self.lUncheckedNodes)-1, downTo-1, -1 ):
            oNode, sToken, oChildNode = self.lUncheckedNodes[i]
            if oChildNode in self.lMinimizedNodes:
                # replace the child with the previously encountered one
                oNode.dArcs[sToken] = self.lMinimizedNodes[oChildNode]
            else:
                # add the state to the minimized nodes.
                self.lMinimizedNodes[oChildNode] = oChildNode
            self.lUncheckedNodes.pop()

    def countNodes (self):
        self.nNode = len(self.lMinimizedNodes)

    def countArcs (self):
        self.nArc = 0
        for oNode in self.lMinimizedNodes:
            self.nArc += len(oNode.dArcs)

    def displayInfo (self):
        print(" * {:<12} {:>16,}".format("Rules:", self.nRule))
        print(" * {:<12} {:>16,}".format("Nodes:", self.nNode))
        print(" * {:<12} {:>16,}".format("Arcs:", self.nArc))

    def createGraph (self):
        dGraph = { 0: self.oRoot.getNodeAsDict() }
        print(0, "\t", self.oRoot.getNodeAsDict())
        for oNode in self.lMinimizedNodes:
            sHashId = oNode.__hash__() 
            if sHashId not in dGraph:
                dGraph[sHashId] = oNode.getNodeAsDict()
                print(sHashId, "\t", dGraph[sHashId])
            else:
                print("Error. Double node… same id: ", sHashId)
                print(str(oNode.getNodeAsDict()))
        return dGraph



class Node:
    NextId = 0
    
    def __init__ (self):
        self.i = Node.NextId
        Node.NextId += 1
        self.bFinal = False
        self.dArcs = {}          # key: arc value; value: a node

    @classmethod
    def resetNextId (cls):
        cls.NextId = 0

    def __str__ (self):
        # Caution! this function is used for hashing and comparison!
        cFinal = "1"  if self.bFinal  else "0"
        l = [cFinal]
        for (key, oNode) in self.dArcs.items():
            l.append(str(key))
            l.append(str(oNode.i))
        return "_".join(l)

    def __hash__ (self):
        # Used as a key in a python dictionary.
        return self.__str__().__hash__()

    def __eq__ (self, other):
        # Used as a key in a python dictionary.
        # Nodes are equivalent if they have identical arcs, and each identical arc leads to identical states.
        return self.__str__() == other.__str__()        

    def getNodeAsDict (self):
        "returns the node as a dictionary structure"
        dNode = {}
        dReValue = {}
        dReMorph = {}
        dRules = {}
        dLemmas = {}
        for sArc, oNode in self.dArcs.items():
            if sArc.startswith("~~") and len(sArc) > 2:
                dReMorph[sArc[1:]] = oNode.__hash__()
            elif sArc.startswith("~") and len(sArc) > 1:
                dReValue[sArc[1:]] = oNode.__hash__()
            elif sArc.startswith(">") and len(sArc) > 1:
                dLemmas[sArc[1:]] = oNode.__hash__()
            elif sArc.startswith("##"):
                dRules[sArc[1:]] = oNode.__hash__()
            else:
                dNode[sArc] = oNode.__hash__()
        if dReValue:
            dNode["<re_value>"] = dReValue
        if dReMorph:
            dNode["<re_morph>"] = dReMorph
        if dLemmas:
            dNode["<lemmas>"] = dLemmas
        if dRules:
            dNode["<rules>"] = dRules
        #if self.bFinal:
        #    dNode["<final>"] = 1
        return dNode

// data
let _sAppContext = "";                                  // what software is running
let _dOptions = null;
let _aIgnoredRules = new Set();
let _oSpellChecker = null;
let _dAnalyses = new Map();                             // cache for data from dictionary


var gc_engine = {

    //// Informations

    lang: "${lang}",

                var spellchecker = require("resource://grammalecte/graphspell/spellchecker.js");
                _oSpellChecker = new spellchecker.SpellChecker("${lang}", "", "${dic_main_filename_js}", "${dic_extended_filename_js}", "${dic_community_filename_js}", "${dic_personal_filename_js}");
            } else {
                _oSpellChecker = new SpellChecker("${lang}", sPath, "${dic_main_filename_js}", "${dic_extended_filename_js}", "${dic_community_filename_js}", "${dic_personal_filename_js}");
            }
            _sAppContext = sContext;
            _dOptions = gc_options.getOptions(sContext).gl_shallowCopy();     // duplication necessary, to be able to reset to default
            _oSpellChecker.activateStorage();
        }
        catch (e) {
            helpers.logerror(e);
        }
    },

    getSpellChecker: function () {

function displayInfo (dDA, aWord) {
    // for debugging: info of word
    if (!aWord) {
        helpers.echo("> nothing to find");
        return true;
    }
    if (!_dAnalyses.has(aWord[1]) && !_storeMorphFromFSA(aWord[1])) {
        helpers.echo("> not in FSA");
    let lMorph = _oSpellChecker.getMorph(aWord[1]);
    if (lMorph.length === 0) {
        helpers.echo("> not in dictionary");
        return true;
    }
    if (dDA.has(aWord[0])) {
        helpers.echo("DA: " + dDA.get(aWord[0]));
    }
    helpers.echo("FSA: " + _dAnalyses.get(aWord[1]));
    helpers.echo("FSA: " + lMorph);
    return true;
}

function _storeMorphFromFSA (sWord) {
    // retrieves morphologies list from _oSpellChecker -> _dAnalyses
    //helpers.echo("register: "+sWord + " " + _oSpellChecker.getMorph(sWord).toString())
    _dAnalyses.set(sWord, _oSpellChecker.getMorph(sWord));
    return !!_dAnalyses.get(sWord);
}

function morph (dDA, aWord, sPattern, bStrict=true, bNoWord=false) {
    // analyse a tuple (position, word), return true if sPattern in morphologies (disambiguation on)
    if (!aWord) {
        //helpers.echo("morph: noword, returns " + bNoWord);
        return bNoWord;
    }
    //helpers.echo("aWord: "+aWord.toString());
    if (!_dAnalyses.has(aWord[1]) && !_storeMorphFromFSA(aWord[1])) {
        return false;
    }
    let lMorph = dDA.has(aWord[0]) ? dDA.get(aWord[0]) : _dAnalyses.get(aWord[1]);
    let lMorph = dDA.has(aWord[0]) ? dDA.get(aWord[0]) : _oSpellChecker.getMorph(aWord[1]);
    //helpers.echo("lMorph: "+lMorph.toString());
    if (lMorph.length === 0) {
        return false;
    }
    //helpers.echo("***");
    if (bStrict) {
        return lMorph.every(s  =>  (s.search(sPattern) !== -1));
    }
    return lMorph.some(s  =>  (s.search(sPattern) !== -1));
}

function morphex (dDA, aWord, 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 (!aWord) {
        //helpers.echo("morph: noword, returns " + bNoWord);
        return bNoWord;
    }
    //helpers.echo("aWord: "+aWord.toString());
    if (!_dAnalyses.has(aWord[1]) && !_storeMorphFromFSA(aWord[1])) {
        return false;
    }
    let lMorph = dDA.has(aWord[0]) ? dDA.get(aWord[0]) : _dAnalyses.get(aWord[1]);
    let lMorph = dDA.has(aWord[0]) ? dDA.get(aWord[0]) : _oSpellChecker.getMorph(aWord[1]);
    //helpers.echo("lMorph: "+lMorph.toString());
    if (lMorph.length === 0) {
        return false;
    }
    //helpers.echo("***");
    // check negative condition
    if (lMorph.some(s  =>  (s.search(sNegPattern) !== -1))) {
        return false;
    }
    // search sPattern
    return lMorph.some(s  =>  (s.search(sPattern) !== -1));
}

function analyse (sWord, sPattern, bStrict=true) {
    // analyse a word, return true if sPattern in morphologies (disambiguation off)
    if (!_dAnalyses.has(sWord) && !_storeMorphFromFSA(sWord)) {
    let lMorph = _oSpellChecker.getMorph(sWord);
    if (lMorph.length === 0) {
        return false;
    }
    if (bStrict) {
        return _dAnalyses.get(sWord).every(s  =>  (s.search(sPattern) !== -1));
        return lMorph.every(s  =>  (s.search(sPattern) !== -1));
    }
    return _dAnalyses.get(sWord).some(s  =>  (s.search(sPattern) !== -1));
    return lMorph.some(s  =>  (s.search(sPattern) !== -1));
}

function analysex (sWord, sPattern, sNegPattern) {
    // analyse a word, returns True if not sNegPattern in word morphologies and sPattern in word morphologies (disambiguation off)
    if (!_dAnalyses.has(sWord) && !_storeMorphFromFSA(sWord)) {
    let lMorph = _oSpellChecker.getMorph(sWord);
    if (lMorph.length === 0) {
        return false;
    }
    // check negative condition
    if (_dAnalyses.get(sWord).some(s  =>  (s.search(sNegPattern) !== -1))) {
    if (lMorph.some(s  =>  (s.search(sNegPattern) !== -1))) {
        return false;
    }
    // search sPattern
    return _dAnalyses.get(sWord).some(s  =>  (s.search(sPattern) !== -1));
    return lMorph.some(s  =>  (s.search(sPattern) !== -1));
}

function stem (sWord) {
    // returns a list of sWord's stems
    if (!sWord) {
        return [];
    }
    if (!_dAnalyses.has(sWord) && !_storeMorphFromFSA(sWord)) {
        return [];
    }
    return _dAnalyses.get(sWord).map( s => s.slice(1, s.indexOf(" ")) );
}


//// functions to get text outside pattern scope

// warning: check compile_rules.py to understand how it works

function select (dDA, nPos, sWord, sPattern, lDefault=null) {
    if (!sWord) {
        return true;
    }
    if (dDA.has(nPos)) {
        return true;
    }
    if (!_dAnalyses.has(sWord) && !_storeMorphFromFSA(sWord)) {
    let lMorph = _oSpellChecker.getMorph(sWord);
        return true;
    }
    if (_dAnalyses.get(sWord).length === 1) {
    if (lMorph.length === 0  ||  lMorph.length === 1) {
        return true;
    }
    let lSelect = _dAnalyses.get(sWord).filter( sMorph => sMorph.search(sPattern) !== -1 );
    let lSelect = lMorph.filter( sMorph => sMorph.search(sPattern) !== -1 );
    if (lSelect.length > 0) {
        if (lSelect.length != _dAnalyses.get(sWord).length) {
        if (lSelect.length != lMorph.length) {
            dDA.set(nPos, lSelect);
        }
    } else if (lDefault) {
        dDA.set(nPos, lDefaul);
    }
    return true;
}

function exclude (dDA, nPos, sWord, sPattern, lDefault=null) {
    if (!sWord) {
        return true;
    }
    if (dDA.has(nPos)) {
        return true;
    }
    if (!_dAnalyses.has(sWord) && !_storeMorphFromFSA(sWord)) {
    let lMorph = _oSpellChecker.getMorph(sWord);
        return true;
    }
    if (_dAnalyses.get(sWord).length === 1) {
    if (lMorph.length === 0  ||  lMorph.length === 1) {
        return true;
    }
    let lSelect = _dAnalyses.get(sWord).filter( sMorph => sMorph.search(sPattern) === -1 );
    let lSelect = lMorph.filter( sMorph => sMorph.search(sPattern) === -1 );
    if (lSelect.length > 0) {
        if (lSelect.length != _dAnalyses.get(sWord).length) {
        if (lSelect.length != lMorph.length) {
            dDA.set(nPos, lSelect);
        }
    } else if (lDefault) {
        dDA.set(nPos, lDefault);
    }
    return true;
}

#import unicodedata
from itertools import chain

from ..graphspell.spellchecker import SpellChecker
from ..graphspell.echo import echo
from . import gc_options

from ..graphspell.tokenizer import Tokenizer
from .gc_rules_graph import dGraph


__all__ = [ "lang", "locales", "pkg", "name", "version", "author", \
            "load", "parse", "getSpellChecker", \
            "setOption", "setOptions", "getOptions", "getDefaultOptions", "getOptionsLabels", "resetOptions", "displayOptions", \
            "ignoreRule", "resetIgnoreRules", "reactivateRule", "listRules", "displayRules" ]

__version__ = "${version}"

_rules = None                               # module gc_rules

# data
_sAppContext = ""                           # what software is running
_dOptions = None
_aIgnoredRules = set()
_oSpellChecker = None
_dAnalyses = {}                             # cache for data from dictionary

_oTokenizer = None


#### Parsing

def parse (sText, sCountry="${country_default}", bDebug=False, dOptions=None, bContext=False):
    "analyses the paragraph sText and returns list of errors"
    #sText = unicodedata.normalize("NFC", sText)
    aErrors = None
    sAlt = sText
    sRealText = sText
    dDA = {}        # Disambiguisator. Key = position; value = list of morphologies
    dPriority = {}  # Key = position; value = priority
    dOpt = _dOptions  if not dOptions  else dOptions

    # parse paragraph
    try:
        sNew, aErrors = _proofread(sText, sAlt, 0, True, dDA, dPriority, sCountry, dOpt, bDebug, bContext)
        sNew, aErrors = _proofread(sText, sRealText, 0, True, dDA, dPriority, sCountry, dOpt, bDebug, bContext)
        if sNew:
            sText = sNew
    except:
        raise

    # cleanup
    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

    # parse sentences
    for iStart, iEnd in _getSentenceBoundaries(sText):
        if 4 < (iEnd - iStart) < 2000:
            dDA.clear()
            try:
                # regex parser
                _, errs = _proofread(sText[iStart:iEnd], sAlt[iStart:iEnd], iStart, False, dDA, dPriority, sCountry, dOpt, bDebug, bContext)
                _, errs = _proofread(sText[iStart:iEnd], sRealText[iStart:iEnd], iStart, False, dDA, dPriority, sCountry, dOpt, bDebug, bContext)
                aErrors.update(errs)
                # token parser
                oSentence = TokenSentence(sText[iStart:iEnd], sRealText[iStart:iEnd], iStart, dPriority, sCountry, dOpt, bDebug, bContext)
                oSentence.parse()
            except:
                raise
    return aErrors.values() # this is a view (iterable)


def _getSentenceBoundaries (sText):
    iStart = _zBeginOfParagraph.match(sText).end()

    _createError = _createDictError


def load (sContext="Python"):
    global _oSpellChecker
    global _sAppContext
    global _dOptions
    global _oTokenizer
    try:
        _oSpellChecker = SpellChecker("${lang}", "${dic_main_filename_py}", "${dic_extended_filename_py}", "${dic_community_filename_py}", "${dic_personal_filename_py}")
        _sAppContext = sContext
        _dOptions = dict(gc_options.getOptions(sContext))   # duplication necessary, to be able to reset to default
        _oTokenizer = _oSpellChecker.getTokenizer()
        _oSpellChecker.activateStorage()
    except:
        traceback.print_exc()


def setOption (sOpt, bVal):
    if sOpt in _dOptions:
        _dOptions[sOpt] = bVal

    return os.path.join(os.path.dirname(sys.modules[__name__].__file__), __name__ + ".py")



#### common functions

# common regexes
_zEndOfSentence = re.compile('([.?!:;…][ .?!… »”")]*|.$)')
_zBeginOfParagraph = re.compile("^\W*")
_zEndOfParagraph = re.compile("\W*$")
_zNextWord = re.compile(" +(\w[\w-]*)")
_zPrevWord = re.compile("(\w[\w-]*) +$")
_zEndOfSentence = re.compile(r'([.?!:;…][ .?!… »”")]*|.$)')
_zBeginOfParagraph = re.compile(r"^\W*")
_zEndOfParagraph = re.compile(r"\W*$")
_zNextWord = re.compile(r" +(\w[\w-]*)")
_zPrevWord = re.compile(r"(\w[\w-]*) +$")


def option (sOpt):
    "return True if option sOpt is active"
    return _dOptions.get(sOpt, False)


def displayInfo (dDA, tWord):
    "for debugging: retrieve info of word"
    if not tWord:
        echo("> nothing to find")
        return True
    if tWord[1] not in _dAnalyses and not _storeMorphFromFSA(tWord[1]):
        echo("> not in FSA")
    lMorph = _oSpellChecker.getMorph(tWord[1])
    if not lMorph:
        echo("> not in dictionary")
        return True
    if tWord[0] in dDA:
        echo("DA: " + str(dDA[tWord[0]]))
    echo("FSA: " + str(_dAnalyses[tWord[1]]))
    echo("FSA: " + str(lMorph))
    return True


def _storeMorphFromFSA (sWord):
    "retrieves morphologies list from _oSpellChecker -> _dAnalyses"
    global _dAnalyses
    _dAnalyses[sWord] = _oSpellChecker.getMorph(sWord)
    return True  if _dAnalyses[sWord]  else False


def morph (dDA, tWord, sPattern, bStrict=True, bNoWord=False):
    "analyse a tuple (position, word), return True if sPattern in morphologies (disambiguation on)"
    if not tWord:
        return bNoWord
    if tWord[1] not in _dAnalyses and not _storeMorphFromFSA(tWord[1]):
        return False
    lMorph = dDA[tWord[0]]  if tWord[0] in dDA  else _dAnalyses[tWord[1]]
    lMorph = dDA[tWord[0]]  if tWord[0] in dDA  else _oSpellChecker.getMorph(tWord[1])
    if not lMorph:
        return False
    p = re.compile(sPattern)
    if bStrict:
        return all(p.search(s)  for s in lMorph)
    return any(p.search(s)  for s in lMorph)


def morphex (dDA, 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
    if tWord[1] not in _dAnalyses and not _storeMorphFromFSA(tWord[1]):
    lMorph = dDA[tWord[0]]  if tWord[0] in dDA  else _oSpellChecker.getMorph(tWord[1])
    if not lMorph:
        return False
    lMorph = dDA[tWord[0]]  if tWord[0] in dDA  else _dAnalyses[tWord[1]]
    # check negative condition
    np = re.compile(sNegPattern)
    if any(np.search(s)  for s in lMorph):
        return False
    # search sPattern
    p = re.compile(sPattern)
    return any(p.search(s)  for s in lMorph)


def analyse (sWord, sPattern, bStrict=True):
    "analyse a word, return True if sPattern in morphologies (disambiguation off)"
    if sWord not in _dAnalyses and not _storeMorphFromFSA(sWord):
    lMorph = _oSpellChecker.getMorph(sWord)
        return False
    if not _dAnalyses[sWord]:
    if not lMorph:
        return False
    p = re.compile(sPattern)
    if bStrict:
        return all(p.search(s)  for s in _dAnalyses[sWord])
    return any(p.search(s)  for s in _dAnalyses[sWord])
        return all(p.search(s)  for s in lMorph)
    return any(p.search(s)  for s in lMorph)


def analysex (sWord, sPattern, sNegPattern):
    "analyse a word, returns True if not sNegPattern in word morphologies and sPattern in word morphologies (disambiguation off)"
    if sWord not in _dAnalyses and not _storeMorphFromFSA(sWord):
    lMorph = _oSpellChecker.getMorph(sWord)
    if not lMorph:
        return False
    # check negative condition
    np = re.compile(sNegPattern)
    if any(np.search(s)  for s in _dAnalyses[sWord]):
    if any(np.search(s)  for s in lMorph):
        return False
    # search sPattern
    p = re.compile(sPattern)
    return any(p.search(s)  for s in _dAnalyses[sWord])
    return any(p.search(s)  for s in lMorph)


def stem (sWord):
    "returns a list of sWord's stems"
    if not sWord:
        return []
    if sWord not in _dAnalyses and not _storeMorphFromFSA(sWord):
        return []
    return [ s[1:s.find(" ")]  for s in _dAnalyses[sWord] ]


## functions to get text outside pattern scope

# warning: check compile_rules.py to understand how it works

def nextword (s, iStart, n):

#### Disambiguator

def select (dDA, nPos, sWord, sPattern, lDefault=None):
    if not sWord:
        return True
    if nPos in dDA:
        return True
    if sWord not in _dAnalyses and not _storeMorphFromFSA(sWord):
    lMorph = _oSpellChecker.getMorph(sWord)
        return True
    if len(_dAnalyses[sWord]) == 1:
    if not lMorph or len(lMorph) == 1:
        return True
    lSelect = [ sMorph  for sMorph in _dAnalyses[sWord]  if re.search(sPattern, sMorph) ]
    lSelect = [ sMorph  for sMorph in lMorph  if re.search(sPattern, sMorph) ]
    if lSelect:
        if len(lSelect) != len(_dAnalyses[sWord]):
        if len(lSelect) != len(lMorph):
            dDA[nPos] = lSelect
            #echo("= "+sWord+" "+str(dDA.get(nPos, "null")))
    elif lDefault:
        dDA[nPos] = lDefault
        #echo("= "+sWord+" "+str(dDA.get(nPos, "null")))
    return True


def exclude (dDA, nPos, sWord, sPattern, lDefault=None):
    if not sWord:
        return True
    if nPos in dDA:
        return True
    if sWord not in _dAnalyses and not _storeMorphFromFSA(sWord):
    lMorph = _oSpellChecker.getMorph(sWord)
        return True
    if len(_dAnalyses[sWord]) == 1:
    if not lMorph or len(lMorph) == 1:
        return True
    lSelect = [ sMorph  for sMorph in _dAnalyses[sWord]  if not re.search(sPattern, sMorph) ]
    lSelect = [ sMorph  for sMorph in lMorph  if not re.search(sPattern, sMorph) ]
    if lSelect:
        if len(lSelect) != len(_dAnalyses[sWord]):
        if len(lSelect) != len(lMorph):
            dDA[nPos] = lSelect
            #echo("= "+sWord+" "+str(dDA.get(nPos, "null")))
    elif lDefault:
        dDA[nPos] = lDefault
        #echo("= "+sWord+" "+str(dDA.get(nPos, "null")))
    return True


def define (dDA, nPos, lMorph):
    dDA[nPos] = lMorph
    #echo("= "+str(nPos)+" "+str(dDA[nPos]))
    return True


#### GRAMMAR CHECKER PLUGINS

${plugins}


#### CALLABLES (generated code)

${callables}



#### TOKEN SENTENCE CHECKER

class TokenSentence:

    def __init__ (self, sSentence, sSentence0, iStart, dPriority, sCountry, dOpt, bDebug, bContext):
        self.sSentence = sSentence
        self.sSentence0 = sSentence0
        self.iStart = iStart
        self.lToken = list(_oTokenizer.genTokens(sSentence))

    def parse (self):
        dErr = {}
        lPointer = []
        for dToken in self.lToken:
            for i, dPointer in enumerate(lPointer):
                bValid = False
                for dNode in self._getNextMatchingNodes(dToken, dPointer["dNode"]):
                    dPointer["nOffset"] = dToken["i"]
                    dPointer["dNode"] = dNode
                    bValid = True
                if not bValid:
                    del lPointer[i]
            for dNode in self._getNextMatchingNodes(dToken, dGraph):
                lPointer.append({"nOffset": 0, "dNode": dNode})
            for dPointer in lPointer:
                if "<rules>" in dPointer["dNode"]:
                    for dNode in dGraph[dPointer["dNode"]["<rules>"]]:
                        dErr = self._executeActions(dNode, nOffset)
        return dErr

    def _getNextMatchingNodes (self, dToken, dNode):
        # token value
        if dToken["sValue"] in dNode:
            yield dGraph[dNode[dToken["sValue"]]]
        # token lemmas
        if "<lemmas>" in dNode:
            for sLemma in _oSpellChecker.getLemma(dToken["sValue"]):
                if sLemma in dNode["<lemmas>"]:
                    yield dGraph[dNode["<lemmas>"][sLemma]]
        # universal arc
        if "*" in dNode:
            yield dGraph[dNode["*"]]
        # regex value arcs
        if "<re_value>" in dNode:
            for sRegex in dNode["<re_value>"]:
                if re.search(sRegex, dToken["sValue"]):
                    yield dGraph[dNode["<re_value>"][sRegex]]
        # regex morph arcs
        if "<re_morph>" in dNode:
            for sRegex in dNode["<re_morph>"]:
                for sMorph in _oSpellChecker.getMorph(dToken["sValue"]):
                    if re.search(sRegex, sMorph):
                        yield dGraph[dNode["<re_morph>"][sRegex]]

    def _executeActions (self, dNode, nOffset):
        for sLineId, nextNodeKey in dNode.items():
            for sArc in dGraph[nextNodeKey]:
                print(sArc)
                bCondMemo = None
                sFuncCond, cActionType, sWhat, *eAct = dRule[sArc]
                # action in lActions: [ condition, action type, replacement/suggestion/action[, iGroupStart, iGroupEnd[, message, URL]] ]
                try:
                    bCondMemo = not sFuncCond or globals()[sFuncCond](self, sCountry, bCondMemo)
                    if bCondMemo:
                        if cActionType == "-":
                            # grammar error
                            print("-")
                            nErrorStart = nSentenceOffset + m.start(eAct[0])
                            nErrorEnd = nSentenceOffset + m.start(eAct[1])
                            if nErrorStart not in dErrs or nPriority > dPriority[nErrorStart]:
                                dErrs[nErrorStart] = _createError(self, sWhat, nErrorStart, nErrorEnd, sLineId, bUppercase, eAct[2], eAct[3], bIdRule, sOption, bContext)
                                dPriority[nErrorStart] = nPriority
                        elif cActionType == "~":
                            # text processor
                            print("~")
                            self._rewrite(sWhat, nErrorStart, nErrorEnd)
                        elif cActionType == "@":
                            # jump
                            print("@")
                            self._jump(sWhat)
                        elif cActionType == "=":
                            # disambiguation
                            print("=")
                            globals()[sWhat](self.lToken)
                        elif cActionType == ">":
                            # we do nothing, this test is just a condition to apply all following actions
                            print(">")
                            pass
                        else:
                            print("# error: unknown action at " + sLineId)
                    elif cActionType == ">":
                        break
                except Exception as e:
                    raise Exception(str(e), "# " + sLineId + " # " + sRuleId)

    def _createWriterError (self):
        d = {}
        return d

    def _createDictError (self):
        d = {}
        return d

    def _rewrite (self, sWhat, nErrorStart, nErrorEnd):
        "text processor: rewrite tokens between <nErrorStart> and <nErrorEnd> position"
        lTokenValue = sWhat.split("|")
        if len(lTokenValue) != (nErrorEnd - nErrorStart + 1):
            print("Error. Text processor: number of replacements != number of tokens.")
            return
        for i, sValue in zip(range(nErrorStart, nErrorEnd+1), lTokenValue):
            self.lToken[i]["sValue"] = sValue

    def _jump (self, sWhat):
        try:
            nFrom, nTo = sWhat.split(">")
            self.lToken[int(nFrom)]["iJump"] = int(nTo)
        except:
            print("# Error. Jump failed: ", sWhat)
            traceback.print_exc()
            return


#### Analyse tokens

def g_morph (dToken, sPattern, bStrict=True):
    "analyse a token, return True if <sPattern> in morphologies"
    if "lMorph" in dToken:
        lMorph = dToken["lMorph"]
    else:
        lMorph = _oSpellChecker.getMorph(dToken["sValue"])
        if not lMorph:
            return False
    zPattern = re.compile(sPattern)
    if bStrict:
        return all(zPattern.search(sMorph)  for sMorph in lMorph)
    return any(zPattern.search(sMorph)  for sMorph in lMorph)

def g_morphex (dToken, sPattern, sNegPattern):
    "analyse a token, return True if <sNegPattern> not in morphologies and <sPattern> in morphologies"
    if "lMorph" in dToken:
        lMorph = dToken["lMorph"]
    else:
        lMorph = _oSpellChecker.getMorph(dToken["sValue"])
        if not lMorph:
            return False
    # check negative condition
    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, bStrict=True):
    "analyse a token, return True if <sPattern> in morphologies (disambiguation off)"
    lMorph = _oSpellChecker.getMorph(dToken["sValue"])
    if not lMorph:
        return False
    zPattern = re.compile(sPattern)
    if bStrict:
        return all(zPattern.search(sMorph)  for sMorph in lMorph)
    return any(zPattern.search(sMorph)  for sMorph in lMorph)


def g_analysex (dToken, sPattern, sNegPattern):
    "analyse a token, return True if <sNegPattern> not in morphologies and <sPattern> in morphologies (disambiguation off)"
    lMorph = _oSpellChecker.getMorph(dToken["sValue"])
    if not lMorph:
        return False
    # check negative condition
    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)


#### Go outside the rule scope

def g_nextToken (i):
    pass

def g_prevToken (i):
    pass

def g_look ():
    pass

def g_lookAndCheck ():
    pass


#### Disambiguator

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:
        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
    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:
        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
    return True


def g_define (dToken, lMorph):
    "set morphologies of <dToken>, always return True"
    dToken["lMorph"] = lMorph
    return True


#### CALLABLES (generated code)

${graph_callables}

# generated code, do not edit

dGraph = ${rules_graph}

dRule = ${rules_actions}

# Sentence checker

from ..graphspell.tokenizer import Tokenizer
from .gc_rules_graph import dGraph


oTokenizer = Tokenizer("${lang}")


class TokenSentence:

    def __init__ (self, sSentence, sSentence0, nOffset):
        self.sSentence = sSentence
        self.sSentence0 = sSentence0
        self.nOffset = nOffset
        self.lToken = list(oTokenizer.genTokens())

    def parse (self):
        dErr = {}
        lPointer = []
        for dToken in self.lToken:
            for i, dPointer in enumerate(lPointer):
                bValid = False
                for dNode in self._getNextMatchingNodes(dToken, dPointer["dNode"]):
                    dPointer["nOffset"] = dToken["i"]
                    dPointer["dNode"] = dNode
                    bValid = True
                if not bValid:
                    del lPointer[i]
            for dNode in self._getNextMatchingNodes(dToken, dGraph):
                lPointer.append({"nOffset": 0, "dNode": dNode})
            for dPointer in lPointer:
                if "<rules>" in dPointer["dNode"]:
                    for dNode in dGraph[dPointer["dNode"]["<rules>"]]:
                        dErr = self._executeActions(dNode, nOffset)
        return dErr

    def _getNextMatchingNodes (self, dToken, dNode):
        # token value
        if dToken["sValue"] in dNode:
            yield dGraph[dNode[dToken["sValue"]]]
        # token lemmas
        for sLemma in dToken["lLemma"]:
            if sLemma in dNode:
                yield dGraph[dNode[sLemma]]
        # universal arc
        if "*" in dNode:
            yield dGraph[dNode["*"]]
        # regex arcs
        if "~" in dNode:
            for sRegex in dNode["~"]:
                for sMorph in dToken["lMorph"]:
                    if re.search(sRegex, sMorph):
                        yield dGraph[dNode["~"][sRegex]]

    def _executeActions (self, dNode, nOffset):
        for sLineId, nextNodeKey in dNode.items():
            for sArc in dGraph[nextNodeKey]:
                bCondMemo = None
                sFuncCond, cActionType, sWhat, *eAct = dRule[sArc]
                # action in lActions: [ condition, action type, replacement/suggestion/action[, iGroupStart, iGroupEnd[, message, URL]] ]
                try:
                    bCondMemo = not sFuncCond or globals()[sFuncCond](self, sCountry, bCondMemo)
                    if bCondMemo:
                        if cActionType == "-":
                            # grammar error
                            nErrorStart = nSentenceOffset + m.start(eAct[0])
                            nErrorEnd = nSentenceOffset + m.start(eAct[1])
                            if nErrorStart not in dErrs or nPriority > dPriority[nErrorStart]:
                                dErrs[nErrorStart] = _createError(self, sWhat, nErrorStart, nErrorEnd, sLineId, bUppercase, eAct[2], eAct[3], bIdRule, sOption, bContext)
                                dPriority[nErrorStart] = nPriority
                        elif cActionType == "~":
                            # text processor
                            self._rewrite(sWhat, nErrorStart, nErrorEnd)
                        elif cActionType == "@":
                            # jump
                            self._jump(sWhat)
                        elif cActionType == "=":
                            # disambiguation
                            globals()[sWhat](self.lToken)
                        elif cActionType == ">":
                            # we do nothing, this test is just a condition to apply all following actions
                            pass
                        else:
                            print("# error: unknown action at " + sLineId)
                    elif cActionType == ">":
                        break
                except Exception as e:
                    raise Exception(str(e), "# " + sLineId + " # " + sRuleId)

    def _createWriterError (self):
        d = {}
        return d

    def _createDictError (self):
        d = {}
        return d

    def _rewrite (self, sWhat, nErrorStart, nErrorEnd):
        "text processor: rewrite tokens between <nErrorStart> and <nErrorEnd> position"
        lTokenValue = sWhat.split("|")
        if len(lTokenValue) != (nErrorEnd - nErrorStart + 1):
            print("Error. Text processor: number of replacements != number of tokens.")
            return
        for i, sValue in zip(range(nErrorStart, nErrorEnd+1), lTokenValue):
            self.lToken[i]["sValue"] = sValue

    def _jump (self, sWhat):
        try:
            nFrom, nTo = sWhat.split(">")
            self.lToken[int(nFrom)]["iJump"] = int(nTo)
        except:
            print("# Error. Jump failed: ", sWhat)
            traceback.print_exc()
            return


#### Analyse tokens

def g_morph (dToken, sPattern, bStrict=True):
    "analyse a token, return True if <sPattern> in morphologies"
    if "lMorph" in dToken:
        lMorph = dToken["lMorph"]
    else:
        if dToken["sValue"] not in _dAnalyses and not _storeMorphFromFSA(dToken["sValue"]):
            return False
        if not _dAnalyses[dToken["sValue"]]:
            return False
        lMorph = _dAnalyses[dToken["sValue"]]
    zPattern = re.compile(sPattern)
    if bStrict:
        return all(zPattern.search(sMorph)  for sMorph in lMorph)
    return any(zPattern.search(sMorph)  for sMorph in lMorph)

def g_morphex (dToken, sPattern, sNegPattern):
    "analyse a token, return True if <sNegPattern> not in morphologies and <sPattern> in morphologies"
    if "lMorph" in dToken:
        lMorph = dToken["lMorph"]
    else:
        if dToken["sValue"] not in _dAnalyses and not _storeMorphFromFSA(dToken["sValue"]):
            return False
        if not _dAnalyses[dToken["sValue"]]:
            return False
        lMorph = _dAnalyses[dToken["sValue"]]
    # check negative condition
    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, bStrict=True):
    "analyse a token, return True if <sPattern> in morphologies (disambiguation off)"
    if dToken["sValue"] not in _dAnalyses and not _storeMorphFromFSA(dToken["sValue"]):
        return False
    if not _dAnalyses[dToken["sValue"]]:
        return False
    zPattern = re.compile(sPattern)
    if bStrict:
        return all(zPattern.search(sMorph)  for sMorph in _dAnalyses[dToken["sValue"]])
    return any(zPattern.search(sMorph)  for sMorph in _dAnalyses[dToken["sValue"]])


def g_analysex (dToken, sPattern, sNegPattern):
    "analyse a token, return True if <sNegPattern> not in morphologies and <sPattern> in morphologies (disambiguation off)"
    if dToken["sValue"] not in _dAnalyses and not _storeMorphFromFSA(dToken["sValue"]):
        return False
    if not _dAnalyses[dToken["sValue"]]:
        return False
    # check negative condition
    zNegPattern = re.compile(sNegPattern)
    if any(zNegPattern.search(sMorph)  for sMorph in _dAnalyses[dToken["sValue"]]):
        return False
    # search sPattern
    zPattern = re.compile(sPattern)
    return any(zPattern.search(sMorph)  for sMorph in _dAnalyses[dToken["sValue"]])


#### Go outside the rule scope

def g_nextToken (i):
    pass

def g_prevToken (i):
    pass

def g_look ():
    pass

def g_lookAndCheck ():
    pass


#### Disambiguator

def g_select (dToken, sPattern, lDefault=None):
    "select morphologies for <dToken> according to <sPattern>, always return True"
    if dToken["sValue"] not in _dAnalyses and not _storeMorphFromFSA(dToken["sValue"]):
        return True
    if len(_dAnalyses[dToken["sValue"]]) == 1:
        return True
    lMorph = dToken["lMorph"] or _dAnalyses[dToken["sValue"]]
    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
    return True


def g_exclude (dToken, sPattern, lDefault=None):
    "select morphologies for <dToken> according to <sPattern>, always return True"
    if dToken["sValue"] not in _dAnalyses and not _storeMorphFromFSA(dToken["sValue"]):
        return True
    if len(_dAnalyses[dToken["sValue"]]) == 1:
        return True
    lMorph = dToken["lMorph"] or _dAnalyses[dToken["sValue"]]
    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
    return True


def g_define (dToken, lMorph):
    "set morphologies of <dToken>, always return True"
    dToken["lMorph"] = lMorph
    return True


#### CALLABLES (generated code)

${graph_callables}

    if (s2 == "vous") {
        return "vous";
    }
    if (s2 == "eux") {
        return "ils";
    }
    if (s2 == "elle" || s2 == "elles") {
        // We don’t check if word exists in _dAnalyses, for it is assumed it has been done before
        if (cregex.mbNprMasNotFem(_dAnalyses.gl_get(s1, ""))) {
        if (cregex.mbNprMasNotFem(_oSpellChecker.getMorph(s1))) {
            return "ils";
        }
        // si épicène, indéterminable, mais OSEF, le féminin l’emporte
        return "elles";
    }
    return s1 + " et " + s2;
}

function apposition (sWord1, sWord2) {
    // returns true if nom + nom (no agreement required)
    // We don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    return cregex.mbNomNotAdj(_dAnalyses.gl_get(sWord2, "")) && cregex.mbPpasNomNotAdj(_dAnalyses.gl_get(sWord1, ""));
    return cregex.mbNomNotAdj(_oSpellChecker.getMorph(sWord2)) && cregex.mbPpasNomNotAdj(_oSpellChecker.getMorph(sWord1));
}

function isAmbiguousNAV (sWord) {
    // words which are nom|adj and verb are ambiguous (except être and avoir)
    if (!_dAnalyses.has(sWord) && !_storeMorphFromFSA(sWord)) {
    let lMorph = _oSpellChecker.getMorph(sWord);
    if (lMorph.length === 0) {
        return false;
    }
    if (!cregex.mbNomAdj(_dAnalyses.gl_get(sWord, "")) || sWord == "est") {
    if (!cregex.mbNomAdj(lMorph) || sWord == "est") {
        return false;
    }
    if (cregex.mbVconj(_dAnalyses.gl_get(sWord, "")) && !cregex.mbMG(_dAnalyses.gl_get(sWord, ""))) {
    if (cregex.mbVconj(lMorph) && !cregex.mbMG(lMorph)) {
        return true;
    }
    return false;
}

function isAmbiguousAndWrong (sWord1, sWord2, sReqMorphNA, sReqMorphConj) {
    //// use it if sWord1 won’t be a verb; word2 is assumed to be true via isAmbiguousNAV
    // We don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    let a2 = _dAnalyses.gl_get(sWord2, null);
    if (!a2 || a2.length === 0) {
    let a2 = _oSpellChecker.getMorph(sWord2);
    if (a2.length === 0) {
        return false;
    }
    if (cregex.checkConjVerb(a2, sReqMorphConj)) {
        // verb word2 is ok
        return false;
    }
    let a1 = _dAnalyses.gl_get(sWord1, null);
    if (!a1 || a1.length === 0) {
    let a1 = _oSpellChecker.getMorph(sWord1);
    if (a1.length === 0) {
        return false;
    }
    if (cregex.checkAgreement(a1, a2) && (cregex.mbAdj(a2) || cregex.mbAdj(a1))) {
        return false;
    }
    return true;
}

function isVeryAmbiguousAndWrong (sWord1, sWord2, sReqMorphNA, sReqMorphConj, bLastHopeCond) {
    //// use it if sWord1 can be also a verb; word2 is assumed to be true via isAmbiguousNAV
    // We don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    let a2 = _dAnalyses.gl_get(sWord2, null);
    if (!a2 || a2.length === 0) {
    let a2 = _oSpellChecker.getMorph(sWord2);
    if (a2.length === 0) {
        return false;
    }
    if (cregex.checkConjVerb(a2, sReqMorphConj)) {
        // verb word2 is ok
        return false;
    }
    let a1 = _dAnalyses.gl_get(sWord1, null);
    if (!a1 || a1.length === 0) {
    let a1 = _oSpellChecker.getMorph(sWord1);
    if (a1.length === 0) {
        return false;
    }
    if (cregex.checkAgreement(a1, a2) && (cregex.mbAdj(a2) || cregex.mbAdjNb(a1))) {
        return false;
    }
    // now, we know there no agreement, and conjugation is also wrong
    if (cregex.isNomAdj(a1)) {
        return true;
    }
    //if cregex.isNomAdjVerb(a1): # considered true
    if (bLastHopeCond) {
        return true;
    }
    return false;
}

function checkAgreement (sWord1, sWord2) {
    // We don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    let a2 = _dAnalyses.gl_get(sWord2, null);
    if (!a2 || a2.length === 0) {
    let a2 = _oSpellChecker.getMorph(sWord2);
    if (a2.length === 0) {
        return true;
    }
    let a1 = _dAnalyses.gl_get(sWord1, null);
    if (!a1 || a1.length === 0) {
    let a1 = _oSpellChecker.getMorph(sWord1);
    if (a1.length === 0) {
        return true;
    }
    return cregex.checkAgreement(a1, a2);
}

function mbUnit (s) {
    if (/[µ\/⁰¹²³⁴⁵⁶⁷⁸⁹Ωℓ·]/.test(s)) {

    var phonet = require("resource://grammalecte/fr/phonet.js");
}


//// verbs

function suggVerb (sFlex, sWho, funcSugg2=null) {
    // we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    let aSugg = new Set();
    for (let sStem of stem(sFlex)) {
    for (let sStem of _oSpellChecker.getLemma(sFlex)) {
        let tTags = conj._getTags(sStem);
        if (tTags) {
            // we get the tense
            let aTense = new Set();
            for (let sMorph of _dAnalyses.gl_get(sFlex, [])) {
            for (let sMorph of _oSpellChecker.getMorph(sFlex)) {
                let m;
                let zVerb = new RegExp (">"+sStem+" .*?(:(?:Y|I[pqsf]|S[pq]|K))", "g");
                while ((m = zVerb.exec(sMorph)) !== null) {
                    // stem must be used in regex to prevent confusion between different verbs (e.g. sauras has 2 stems: savoir and saurer)
                    if (m) {
                        if (m[1] === ":Y") {
                            aTense.add(":Ip");

        return Array.from(aSugg).join("|");
    }
    return "";
}

function suggVerbPpas (sFlex, sWhat=null) {
    let aSugg = new Set();
    for (let sStem of stem(sFlex)) {
    for (let sStem of _oSpellChecker.getLemma(sFlex)) {
        let tTags = conj._getTags(sStem);
        if (tTags) {
            if (!sWhat) {
                aSugg.add(conj._getConjWithTags(sStem, tTags, ":PQ", ":Q1"));
                aSugg.add(conj._getConjWithTags(sStem, tTags, ":PQ", ":Q2"));
                aSugg.add(conj._getConjWithTags(sStem, tTags, ":PQ", ":Q3"));
                aSugg.add(conj._getConjWithTags(sStem, tTags, ":PQ", ":Q4"));

        return Array.from(aSugg).join("|");
    }
    return "";
}

function suggVerbTense (sFlex, sTense, sWho) {
    let aSugg = new Set();
    for (let sStem of stem(sFlex)) {
    for (let sStem of _oSpellChecker.getLemma(sFlex)) {
        if (conj.hasConj(sStem, sTense, sWho)) {
            aSugg.add(conj.getConj(sStem, sTense, sWho));
        }
    }
    if (aSugg.size > 0) {
        return Array.from(aSugg).join("|");
    }
    return "";
}

function suggVerbImpe (sFlex) {
    let aSugg = new Set();
    for (let sStem of stem(sFlex)) {
    for (let sStem of _oSpellChecker.getLemma(sFlex)) {
        let tTags = conj._getTags(sStem);
        if (tTags) {
            if (conj._hasConjWithTags(tTags, ":E", ":2s")) {
                aSugg.add(conj._getConjWithTags(sStem, tTags, ":E", ":2s"));
            }
            if (conj._hasConjWithTags(tTags, ":E", ":1p")) {
                aSugg.add(conj._getConjWithTags(sStem, tTags, ":E", ":1p"));
            }
            if (conj._hasConjWithTags(tTags, ":E", ":2p")) {
                aSugg.add(conj._getConjWithTags(sStem, tTags, ":E", ":2p"));
            }
        }
    }
    if (aSugg.size > 0) {
        return Array.from(aSugg).join("|");
    }
    return "";
}

function suggVerbInfi (sFlex) {
    return stem(sFlex).filter(sStem => conj.isVerb(sStem)).join("|");
    return _oSpellChecker.getLemma(sFlex).filter(sStem => conj.isVerb(sStem)).join("|");
}


const _dQuiEst = new Map ([
    ["je", ":1s"], ["j’", ":1s"], ["j’en", ":1s"], ["j’y", ":1s"],
    ["tu", ":2s"], ["il", ":3s"], ["on", ":3s"], ["elle", ":3s"],
    ["nous", ":1p"], ["vous", ":2p"], ["ils", ":3p"], ["elles", ":3p"]

    if (!sWho) {
        if (sSuj[0].gl_isLowerCase()) { // pas un pronom, ni un nom propre
            return "";
        }
        sWho = ":3s";
    }
    let aSugg = new Set();
    for (let sStem of stem(sFlex)) {
    for (let sStem of _oSpellChecker.getLemma(sFlex)) {
        let tTags = conj._getTags(sStem);
        if (tTags) {
            for (let sTense of lMode) {
                if (conj._hasConjWithTags(tTags, sTense, sWho)) {
                    aSugg.add(conj._getConjWithTags(sStem, tTags, sTense, sWho));
                }
            }
        }
    }
    if (aSugg.size > 0) {
        return Array.from(aSugg).join("|");
    }
    return "";
}

//// Nouns and adjectives

function suggPlur (sFlex, sWordToAgree=null) {
    // returns plural forms assuming sFlex is singular
    if (sWordToAgree) {
        if (!_dAnalyses.has(sWordToAgree) && !_storeMorphFromFSA(sWordToAgree)) {
        let lMorph = _oSpellChecker.getMorph(sWordToAgree);
        if (lMorph.length === 0) {
            return "";
        }
        let sGender = cregex.getGender(_dAnalyses.gl_get(sWordToAgree, []));
        let sGender = cregex.getGender(lMorph);
        if (sGender == ":m") {
            return suggMasPlur(sFlex);
        } else if (sGender == ":f") {
            return suggFemPlur(sFlex);
        }
    }
    let aSugg = new Set();

        return Array.from(aSugg).join("|");
    }
    return "";
}

function suggMasSing (sFlex, bSuggSimil=false) {
    // returns masculine singular forms
    // we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    let aSugg = new Set();
    for (let sMorph of _dAnalyses.gl_get(sFlex, [])) {
    for (let sMorph of _oSpellChecker.getMorph(sFlex)) {
        if (!sMorph.includes(":V")) {
            // not a verb
            if (sMorph.includes(":m") || sMorph.includes(":e")) {
                aSugg.add(suggSing(sFlex));
            } else {
                let sStem = cregex.getLemmaOfMorph(sMorph);
                if (mfsp.isFemForm(sStem)) {

        return Array.from(aSugg).join("|");
    }
    return "";
}

function suggMasPlur (sFlex, bSuggSimil=false) {
    // returns masculine plural forms
    // we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    let aSugg = new Set();
    for (let sMorph of _dAnalyses.gl_get(sFlex, [])) {
    for (let sMorph of _oSpellChecker.getMorph(sFlex)) {
        if (!sMorph.includes(":V")) {
            // not a verb
            if (sMorph.includes(":m") || sMorph.includes(":e")) {
                aSugg.add(suggPlur(sFlex));
            } else {
                let sStem = cregex.getLemmaOfMorph(sMorph);
                if (mfsp.isFemForm(sStem)) {

    }
    return "";
}


function suggFemSing (sFlex, bSuggSimil=false) {
    // returns feminine singular forms
    // we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    let aSugg = new Set();
    for (let sMorph of _dAnalyses.gl_get(sFlex, [])) {
    for (let sMorph of _oSpellChecker.getMorph(sFlex)) {
        if (!sMorph.includes(":V")) {
            // not a verb
            if (sMorph.includes(":f") || sMorph.includes(":e")) {
                aSugg.add(suggSing(sFlex));
            } else {
                let sStem = cregex.getLemmaOfMorph(sMorph);
                if (mfsp.isFemForm(sStem)) {

        return Array.from(aSugg).join("|");
    }
    return "";
}

function suggFemPlur (sFlex, bSuggSimil=false) {
    // returns feminine plural forms
    // we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    let aSugg = new Set();
    for (let sMorph of _dAnalyses.gl_get(sFlex, [])) {
    for (let sMorph of _oSpellChecker.getMorph(sFlex)) {
        if (!sMorph.includes(":V")) {
            // not a verb
            if (sMorph.includes(":f") || sMorph.includes(":e")) {
                aSugg.add(suggPlur(sFlex));
            } else {
                let sStem = cregex.getLemmaOfMorph(sMorph);
                if (mfsp.isFemForm(sStem)) {

    if (aSugg.size > 0) {
        return Array.from(aSugg).join("|");
    }
    return "";
}

function hasFemForm (sFlex) {
    for (let sStem of stem(sFlex)) {
    for (let sStem of _oSpellChecker.getLemma(sFlex)) {
        if (mfsp.isFemForm(sStem) || conj.hasConj(sStem, ":PQ", ":Q3")) {
            return true;
        }
    }
    if (phonet.hasSimil(sFlex, ":f")) {
        return true;
    }
    return false;
}

function hasMasForm (sFlex) {
    for (let sStem of stem(sFlex)) {
    for (let sStem of _oSpellChecker.getLemma(sFlex)) {
        if (mfsp.isFemForm(sStem) || conj.hasConj(sStem, ":PQ", ":Q1")) {
            // what has a feminine form also has a masculine form
            return true;
        }
    }
    if (phonet.hasSimil(sFlex, ":m")) {
        return true;
    }
    return false;
}

function switchGender (sFlex, bPlur=null) {
    // we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    let aSugg = new Set();
    if (bPlur === null) {
        for (let sMorph of _dAnalyses.gl_get(sFlex, [])) {
        for (let sMorph of _oSpellChecker.getMorph(sFlex)) {
            if (sMorph.includes(":f")) {
                if (sMorph.includes(":s")) {
                    aSugg.add(suggMasSing(sFlex));
                } else if (sMorph.includes(":p")) {
                    aSugg.add(suggMasPlur(sFlex));
                }
            } else if (sMorph.includes(":m")) {
                if (sMorph.includes(":s")) {
                    aSugg.add(suggFemSing(sFlex));
                } else if (sMorph.includes(":p")) {
                    aSugg.add(suggFemPlur(sFlex));
                } else {
                    aSugg.add(suggFemSing(sFlex));
                    aSugg.add(suggFemPlur(sFlex));
                }
            }
        }
    } else if (bPlur) {
        for (let sMorph of _dAnalyses.gl_get(sFlex, [])) {
        for (let sMorph of _oSpellChecker.getMorph(sFlex)) {
            if (sMorph.includes(":f")) {
                aSugg.add(suggMasPlur(sFlex));
            } else if (sMorph.includes(":m")) {
                aSugg.add(suggFemPlur(sFlex));
            }
        }
    } else {
        for (let sMorph of _dAnalyses.gl_get(sFlex, [])) {
        for (let sMorph of _oSpellChecker.getMorph(sFlex)) {
            if (sMorph.includes(":f")) {
                aSugg.add(suggMasSing(sFlex));
            } else if (sMorph.includes(":m")) {
                aSugg.add(suggFemSing(sFlex));
            }
        }
    }
    if (aSugg.size > 0) {
        return Array.from(aSugg).join("|");
    }
    return "";
}

function switchPlural (sFlex) {
    let aSugg = new Set();
    for (let sMorph of _dAnalyses.gl_get(sFlex, [])) { // we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    for (let sMorph of _oSpellChecker.getMorph(sFlex)) { 
        if (sMorph.includes(":s")) {
            aSugg.add(suggPlur(sFlex));
        } else if (sMorph.includes(":p")) {
            aSugg.add(suggSing(sFlex));
        }
    }
    if (aSugg.size > 0) {
        return Array.from(aSugg).join("|");
    }
    return "";
}

function hasSimil (sWord, sPattern=null) {
    return phonet.hasSimil(sWord, sPattern);
}

function suggSimil (sWord, sPattern=null, bSubst=false) {
    // return list of words phonetically similar to sWord and whom POS is matching sPattern
    let aSugg = phonet.selectSimil(sWord, sPattern);
    for (let sMorph of _dAnalyses.gl_get(sWord, [])) {
    for (let sMorph of _oSpellChecker.getMorph(sWord)) {
        for (let e of conj.getSimil(sWord, sMorph, bSubst)) {
            aSugg.add(e);
        }
    }
    if (aSugg.size > 0) {
        return Array.from(aSugg).join("|");
    }

    if (sWord[0] == "h" || sWord[0] == "H") {
        return "ce|cet";
    }
    return "ce";
}

function suggLesLa (sWord) {
    // we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    if (_dAnalyses.gl_get(sWord, []).some(s  =>  s.includes(":p"))) {
    if (_oSpellChecker.getMorph(sWord).some(s  =>  s.includes(":p"))) {
        return "les|la";
    }
    return "la";
}

function formatNumber (s) {
    let nLen = s.length;

        return "vous"
    if s2 == "nous":
        return "nous"
    if s2 == "vous":
        return "vous"
    if s2 == "eux":
        return "ils"
    if s2 == "elle" or s2 == "elles":
    if s2 == "elle" or s2 == "elles":    
        # We don’t check if word exists in _dAnalyses, for it is assumed it has been done before
        if cr.mbNprMasNotFem(_dAnalyses.get(s1, False)):
        if cr.mbNprMasNotFem(_oSpellChecker.getMorph(s1)):
            return "ils"
        # si épicène, indéterminable, mais OSEF, le féminin l’emporte
        return "elles"
    return s1 + " et " + s2


def apposition (sWord1, sWord2):
    "returns True if nom + nom (no agreement required)"
    # We don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    return cr.mbNomNotAdj(_dAnalyses.get(sWord2, False)) and cr.mbPpasNomNotAdj(_dAnalyses.get(sWord1, False))
    return cr.mbNomNotAdj(_oSpellChecker.getMorph(sWord2)) and cr.mbPpasNomNotAdj(_oSpellChecker.getMorph(sWord1))


def isAmbiguousNAV (sWord):
    "words which are nom|adj and verb are ambiguous (except être and avoir)"
    if sWord not in _dAnalyses and not _storeMorphFromFSA(sWord):
    lMorph = _oSpellChecker.getMorph(sWord)
        return False
    if not cr.mbNomAdj(_dAnalyses[sWord]) or sWord == "est":
    if not cr.mbNomAdj(lMorph) or sWord == "est":
        return False
    if cr.mbVconj(_dAnalyses[sWord]) and not cr.mbMG(_dAnalyses[sWord]):
    if cr.mbVconj(lMorph) and not cr.mbMG(lMorph):
        return True
    return False


def isAmbiguousAndWrong (sWord1, sWord2, sReqMorphNA, sReqMorphConj):
    "use it if sWord1 won’t be a verb; word2 is assumed to be True via isAmbiguousNAV"
    # We don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    a2 = _dAnalyses.get(sWord2, None)
    a2 = _oSpellChecker.getMorph(sWord2)
    if not a2:
        return False
    if cr.checkConjVerb(a2, sReqMorphConj):
        # verb word2 is ok
        return False
    a1 = _dAnalyses.get(sWord1, None)
    a1 = _oSpellChecker.getMorph(sWord1)
    if not a1:
        return False
    if cr.checkAgreement(a1, a2) and (cr.mbAdj(a2) or cr.mbAdj(a1)):
        return False
    return True


def isVeryAmbiguousAndWrong (sWord1, sWord2, sReqMorphNA, sReqMorphConj, bLastHopeCond):
    "use it if sWord1 can be also a verb; word2 is assumed to be True via isAmbiguousNAV"
    # We don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    a2 = _dAnalyses.get(sWord2, None)
    a2 = _oSpellChecker.getMorph(sWord2)
    if not a2:
        return False
    if cr.checkConjVerb(a2, sReqMorphConj):
        # verb word2 is ok
        return False
    a1 = _dAnalyses.get(sWord1, None)
    a1 = _oSpellChecker.getMorph(sWord1)
    if not a1:
        return False
    if cr.checkAgreement(a1, a2) and (cr.mbAdj(a2) or cr.mbAdjNb(a1)):
        return False
    # now, we know there no agreement, and conjugation is also wrong
    if cr.isNomAdj(a1):
        return True
    #if cr.isNomAdjVerb(a1): # considered True
    if bLastHopeCond:
        return True
    return False


def checkAgreement (sWord1, sWord2):
    # We don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    a2 = _dAnalyses.get(sWord2, None)
    a2 = _oSpellChecker.getMorph(sWord2)
    if not a2:
        return True
    a1 = _dAnalyses.get(sWord1, None)
    a1 = _oSpellChecker.getMorph(sWord1)
    if not a1:
        return True
    return cr.checkAgreement(a1, a2)


_zUnitSpecial = re.compile("[µ/⁰¹²³⁴⁵⁶⁷⁸⁹Ωℓ·]")
_zUnitNumbers = re.compile("[0-9]")

#### GRAMMAR CHECKING ENGINE PLUGIN: Suggestion mechanisms

from . import conj
from . import mfsp
from . import phonet


## Verbs

def suggVerb (sFlex, sWho, funcSugg2=None):
    aSugg = set()
    for sStem in stem(sFlex):
    for sStem in _oSpellChecker.getLemma(sFlex):
        tTags = conj._getTags(sStem)
        if tTags:
            # we get the tense
            aTense = set()
            for sMorph in _dAnalyses.get(sFlex, []): # we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
            for sMorph in _oSpellChecker.getMorph(sFlex):
                for m in re.finditer(">"+sStem+" .*?(:(?:Y|I[pqsf]|S[pq]|K|P))", sMorph):
                    # stem must be used in regex to prevent confusion between different verbs (e.g. sauras has 2 stems: savoir and saurer)
                    if m:
                        if m.group(1) == ":Y":
                            aTense.add(":Ip")
                            aTense.add(":Iq")
                            aTense.add(":Is")

    if aSugg:
        return "|".join(aSugg)
    return ""


def suggVerbPpas (sFlex, sWhat=None):
    aSugg = set()
    for sStem in stem(sFlex):
    for sStem in _oSpellChecker.getLemma(sFlex):
        tTags = conj._getTags(sStem)
        if tTags:
            if not sWhat:
                aSugg.add(conj._getConjWithTags(sStem, tTags, ":PQ", ":Q1"))
                aSugg.add(conj._getConjWithTags(sStem, tTags, ":PQ", ":Q2"))
                aSugg.add(conj._getConjWithTags(sStem, tTags, ":PQ", ":Q3"))
                aSugg.add(conj._getConjWithTags(sStem, tTags, ":PQ", ":Q4"))

    if aSugg:
        return "|".join(aSugg)
    return ""


def suggVerbTense (sFlex, sTense, sWho):
    aSugg = set()
    for sStem in stem(sFlex):
    for sStem in _oSpellChecker.getLemma(sFlex):
        if conj.hasConj(sStem, sTense, sWho):
            aSugg.add(conj.getConj(sStem, sTense, sWho))
    if aSugg:
        return "|".join(aSugg)
    return ""


def suggVerbImpe (sFlex):
    aSugg = set()
    for sStem in stem(sFlex):
    for sStem in _oSpellChecker.getLemma(sFlex):
        tTags = conj._getTags(sStem)
        if tTags:
            if conj._hasConjWithTags(tTags, ":E", ":2s"):
                aSugg.add(conj._getConjWithTags(sStem, tTags, ":E", ":2s"))
            if conj._hasConjWithTags(tTags, ":E", ":1p"):
                aSugg.add(conj._getConjWithTags(sStem, tTags, ":E", ":1p"))
            if conj._hasConjWithTags(tTags, ":E", ":2p"):
                aSugg.add(conj._getConjWithTags(sStem, tTags, ":E", ":2p"))
    if aSugg:
        return "|".join(aSugg)
    return ""


def suggVerbInfi (sFlex):
    return "|".join([ sStem  for sStem in stem(sFlex)  if conj.isVerb(sStem) ])
    return "|".join([ sStem  for sStem in _oSpellChecker.getLemma(sFlex)  if conj.isVerb(sStem) ])


_dQuiEst = { "je": ":1s", "j’": ":1s", "j’en": ":1s", "j’y": ":1s", \
             "tu": ":2s", "il": ":3s", "on": ":3s", "elle": ":3s", "nous": ":1p", "vous": ":2p", "ils": ":3p", "elles": ":3p" }
_lIndicatif = [":Ip", ":Iq", ":Is", ":If"]
_lSubjonctif = [":Sp", ":Sq"]

        return ""
    sWho = _dQuiEst.get(sSuj.lower(), None)
    if not sWho:
        if sSuj[0:1].islower(): # pas un pronom, ni un nom propre
            return ""
        sWho = ":3s"
    aSugg = set()
    for sStem in stem(sFlex):
    for sStem in _oSpellChecker.getLemma(sFlex):
        tTags = conj._getTags(sStem)
        if tTags:
            for sTense in lMode:
                if conj._hasConjWithTags(tTags, sTense, sWho):
                    aSugg.add(conj._getConjWithTags(sStem, tTags, sTense, sWho))
    if aSugg:
        return "|".join(aSugg)
    return ""


## Nouns and adjectives

def suggPlur (sFlex, sWordToAgree=None):
    "returns plural forms assuming sFlex is singular"
    if sWordToAgree:
        lMorph = _oSpellChecker.getMorph(sFlex)
        if sWordToAgree not in _dAnalyses and not _storeMorphFromFSA(sWordToAgree):
        if not lMorph:
            return ""
        sGender = cr.getGender(_dAnalyses.get(sWordToAgree, []))
        sGender = cr.getGender(lMorph)
        if sGender == ":m":
            return suggMasPlur(sFlex)
        elif sGender == ":f":
            return suggFemPlur(sFlex)
    aSugg = set()
    if "-" not in sFlex:
        if sFlex.endswith("l"):

    if aSugg:
        return "|".join(aSugg)
    return ""


def suggMasSing (sFlex, bSuggSimil=False):
    "returns masculine singular forms"
    # we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    aSugg = set()
    for sMorph in _dAnalyses.get(sFlex, []):
    for sMorph in _oSpellChecker.getMorph(sFlex):
        if not ":V" in sMorph:
            # not a verb
            if ":m" in sMorph or ":e" in sMorph:
                aSugg.add(suggSing(sFlex))
            else:
                sStem = cr.getLemmaOfMorph(sMorph)
                if mfsp.isFemForm(sStem):

    if aSugg:
        return "|".join(aSugg)
    return ""


def suggMasPlur (sFlex, bSuggSimil=False):
    "returns masculine plural forms"
    # we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    aSugg = set()
    for sMorph in _dAnalyses.get(sFlex, []):
    for sMorph in _oSpellChecker.getMorph(sFlex):
        if not ":V" in sMorph:
            # not a verb
            if ":m" in sMorph or ":e" in sMorph:
                aSugg.add(suggPlur(sFlex))
            else:
                sStem = cr.getLemmaOfMorph(sMorph)
                if mfsp.isFemForm(sStem):

    if aSugg:
        return "|".join(aSugg)
    return ""


def suggFemSing (sFlex, bSuggSimil=False):
    "returns feminine singular forms"
    # we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    aSugg = set()
    for sMorph in _dAnalyses.get(sFlex, []):
    for sMorph in _oSpellChecker.getMorph(sFlex):
        if not ":V" in sMorph:
            # not a verb
            if ":f" in sMorph or ":e" in sMorph:
                aSugg.add(suggSing(sFlex))
            else:
                sStem = cr.getLemmaOfMorph(sMorph)
                if mfsp.isFemForm(sStem):

    if aSugg:
        return "|".join(aSugg)
    return ""


def suggFemPlur (sFlex, bSuggSimil=False):
    "returns feminine plural forms"
    # we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    aSugg = set()
    for sMorph in _dAnalyses.get(sFlex, []):
    for sMorph in _oSpellChecker.getMorph(sFlex):
        if not ":V" in sMorph:
            # not a verb
            if ":f" in sMorph or ":e" in sMorph:
                aSugg.add(suggPlur(sFlex))
            else:
                sStem = cr.getLemmaOfMorph(sMorph)
                if mfsp.isFemForm(sStem):

            aSugg.add(e)
    if aSugg:
        return "|".join(aSugg)
    return ""


def hasFemForm (sFlex):
    for sStem in stem(sFlex):
    for sStem in _oSpellChecker.getLemma(sFlex):
        if mfsp.isFemForm(sStem) or conj.hasConj(sStem, ":PQ", ":Q3"):
            return True
    if phonet.hasSimil(sFlex, ":f"):
        return True
    return False


def hasMasForm (sFlex):
    for sStem in stem(sFlex):
    for sStem in _oSpellChecker.getLemma(sFlex):
        if mfsp.isFemForm(sStem) or conj.hasConj(sStem, ":PQ", ":Q1"):
            # what has a feminine form also has a masculine form
            return True
    if phonet.hasSimil(sFlex, ":m"):
        return True
    return False


def switchGender (sFlex, bPlur=None):
    # we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    aSugg = set()
    if bPlur == None:
        for sMorph in _dAnalyses.get(sFlex, []):
        for sMorph in _oSpellChecker.getMorph(sFlex):
            if ":f" in sMorph:
                if ":s" in sMorph:
                    aSugg.add(suggMasSing(sFlex))
                elif ":p" in sMorph:
                    aSugg.add(suggMasPlur(sFlex))
            elif ":m" in sMorph:
                if ":s" in sMorph:
                    aSugg.add(suggFemSing(sFlex))
                elif ":p" in sMorph:
                    aSugg.add(suggFemPlur(sFlex))
                else:
                    aSugg.add(suggFemSing(sFlex))
                    aSugg.add(suggFemPlur(sFlex))
    elif bPlur:
        for sMorph in _dAnalyses.get(sFlex, []):
        for sMorph in _oSpellChecker.getMorph(sFlex):
            if ":f" in sMorph:
                aSugg.add(suggMasPlur(sFlex))
            elif ":m" in sMorph:
                aSugg.add(suggFemPlur(sFlex))
    else:
        for sMorph in _dAnalyses.get(sFlex, []):
        for sMorph in _oSpellChecker.getMorph(sFlex):
            if ":f" in sMorph:
                aSugg.add(suggMasSing(sFlex))
            elif ":m" in sMorph:
                aSugg.add(suggFemSing(sFlex))
    if aSugg:
        return "|".join(aSugg)
    return ""


def switchPlural (sFlex):
    # we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    aSugg = set()
    for sMorph in _dAnalyses.get(sFlex, []):
    for sMorph in _oSpellChecker.getMorph(sFlex):
        if ":s" in sMorph:
            aSugg.add(suggPlur(sFlex))
        elif ":p" in sMorph:
            aSugg.add(suggSing(sFlex))
    if aSugg:
        return "|".join(aSugg)
    return ""


def hasSimil (sWord, sPattern=None):
    return phonet.hasSimil(sWord, sPattern)


def suggSimil (sWord, sPattern=None, bSubst=False):
    "return list of words phonetically similar to sWord and whom POS is matching sPattern"
    # we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    aSugg = phonet.selectSimil(sWord, sPattern)
    for sMorph in _dAnalyses.get(sWord, []):
    for sMorph in _oSpellChecker.getMorph(sWord):
        aSugg.update(conj.getSimil(sWord, sMorph, bSubst))
        break
    if aSugg:
        return "|".join(aSugg)
    return ""


def suggCeOrCet (sWord):
    if re.match("(?i)[aeéèêiouyâîï]", sWord):
        return "cet"
    if sWord[0:1] == "h" or sWord[0:1] == "H":
        return "ce|cet"
    return "ce"


def suggLesLa (sWord):
    # we don’t check if word exists in _dAnalyses, for it is assumed it has been done before
    if any( ":p" in sMorph  for sMorph in _dAnalyses.get(sWord, []) ):
    if any( ":p" in sMorph  for sMorph in _oSpellChecker.getMorph(sWord) ):
        return "les|la"
    return "la"


_zBinary = re.compile("^[01]+$")

def formatNumber (s):

#
#   RÈGLES DE GRAMMAIRE FRANÇAISE POUR GRAMMALECTE
#   par Olivier R.
#
#   Copyright © 2011-2017.
#
#   This file is part of Grammalecte.
#
#   Grammalecte is free software: you can redistribute it and/or modify
#   it under the terms of the GNU General Public License as published by
#   the Free Software Foundation, either version 3 of the License, or
#   (at your option) any later version.
#
#   Grammalecte is distributed in the hope that it will be useful,
#   but WITHOUT ANY WARRANTY; without even the implied warranty of
#   MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
#   GNU General Public License for more details.
#
#   You should have received a copy of the GNU General Public License
#   along with Grammalecte.  If not, see <http://www.gnu.org/licenses/>
#

# RÈGLES POUR LE  GRAPHE DE TOKENS

# DOCUMENTATION
# Expressions régulières en Python : http://docs.python.org/library/re.html

# [++] : séparateur des règles pour le paragraphe et des règles pour la phrase.

# Types d’action:
#   ->> erreur
#   ~>> préprocesseur de texte
#   =>> désambiguïsateur


# Fin d’interprétation du fichier avec une ligne commençant par #END

# ERREURS COURANTES
# http://fr.wikipedia.org/wiki/Wikip%C3%A9dia:Fautes_d%27orthographe/Courantes


__rule1__
    les  ~:N:.:s
    des  ~:N:.:s
    ces  ~:N:.:s
        <<-  -1>> acquit                        # Message0|http://test.grammalecte.net

__rule2__
    ci important que soi
    ci vraiment il y a
    ci pour ça
        <<- morph(\2, ":[WAR]", False) -1>> si   # Message1|http://test.grammalecte.net

__rule3__
    contre ([nature|pétrie|action]) par ([ennui|sélection])
        <<- morph(\1, "xxxx") -1:2>> =\1+\2     # Message2|http://test.grammalecte.org
        <<-  ~1>> hyper|fonction

        this.oExtendedDic = this._loadDictionary(extentedDic, sPath);
        this.oCommunityDic = this._loadDictionary(communityDic, sPath);
        this.oPersonalDic = this._loadDictionary(personalDic, sPath);
        this.bExtendedDic = Boolean(this.oExtendedDic);
        this.bCommunityDic = Boolean(this.oCommunityDic);
        this.bPersonalDic = Boolean(this.oPersonalDic);
        this.oTokenizer = null;
        // storage
        this.bStorage = false;
        this._dMorphologies = new Map();            // key: flexion, value: list of morphologies
        this._dLemmas = new Map();                  // key: flexion, value: list of lemmas
    }

    _loadDictionary (dictionary, sPath="", bNecessary=false) {
        // returns an IBDAWG object
        if (!dictionary) {
            return null;
        }

        this.bCommunityDic = false;
    }

    deactivatePersonalDictionary () {
        this.bPersonalDic = false;
    }


    // Storage

    activateStorage () {
        this.bStorage = true;
    }

    deactivateStorage () {
        this.bStorage = false;
    }

    clearStorage () {
        this._dLemmas.clear();
        this._dMorphologies.clear();
    }


    // parse text functions

    parseParagraph (sText) {
        if (!this.oTokenizer) {
            this.loadTokenizer();
        }

            return true;
        }
        return false;
    }

    getMorph (sWord) {
        // retrieves morphologies list, different casing allowed
        if (this.bStorage && this._dMorphologies.has(sWord)) {
            return this._dMorphologies.get(sWord);
        }
        let lResult = this.oMainDic.getMorph(sWord);
        let lMorph = this.oMainDic.getMorph(sWord);
        if (this.bExtendedDic) {
            lResult.push(...this.oExtendedDic.getMorph(sWord));
            lMorph.push(...this.oExtendedDic.getMorph(sWord));
        }
        if (this.bCommunityDic) {
            lResult.push(...this.oCommunityDic.getMorph(sWord));
            lMorph.push(...this.oCommunityDic.getMorph(sWord));
        }
        if (this.bPersonalDic) {
            lResult.push(...this.oPersonalDic.getMorph(sWord));
            lMorph.push(...this.oPersonalDic.getMorph(sWord));
        }
        if (this.bStorage) {
            this._dMorphologies.set(sWord, lMorph);
            this._dLemmas.set(sWord, Array.from(new Set(this.getMorph(sWord).map((sMorph) => { return sMorph.slice(1, sMorph.indexOf(" ")); }))));
            //console.log(sWord, this._dLemmas.get(sWord));
        }
        return lResult;
        return lMorph;
    }

    getLemma (sWord) {
        // retrieves lemmas
        if (this.bStorage) {
            if (!this._dLemmas.has(sWord)) {
                this.getMorph(sWord);
            }
            return this._dLemmas.get(sWord);
        }
        return Array.from(new Set(this.getMorph(sWord).map((sMorph) => { return sMorph.slice(1, sMorph.indexOf(" ")); })));
    }

    * suggest (sWord, nSuggLimit=10) {
        // generator: returns 1, 2 or 3 lists of suggestions
        yield this.oMainDic.suggest(sWord, nSuggLimit);
        if (this.bExtendedDic) {
            yield this.oExtendedDic.suggest(sWord, nSuggLimit);

const aTkzPatterns = {
    // All regexps must start with ^.
    "default":
        [
            [/^[   \t]+/, 'SPACE'],
            [/^\/(?:~|bin|boot|dev|etc|home|lib|mnt|opt|root|sbin|tmp|usr|var|Bureau|Documents|Images|Musique|Public|Téléchargements|Vidéos)(?:\/[a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st_.()-]+)*/, 'FOLDERUNIX'],
            [/^[a-zA-Z]:\\(?:Program Files(?: \(x86\)|)|[a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st.()]+)(?:\\[a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st_.()-]+)*/, 'FOLDERWIN'],
            [/^[,.;:!?…«»“”‘’"(){}\[\]/·–—]+/, 'SEPARATOR'],
            [/^[,.;:!?…«»“”‘’"(){}\[\]/·–—]/, 'SEPARATOR'],
            [/^[A-Z][.][A-Z][.](?:[A-Z][.])*/, 'ACRONYM'],
            [/^(?:https?:\/\/|www[.]|[a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st_-]+[@.][a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st_-]{2,}[@.])[a-zA-Z0-9][a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st_.\/?&!%=+*"'@$#-]+/, 'LINK'],
            [/^[#@][a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st_-]+/, 'TAG'],
            [/^<[a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st]+.*?>|<\/[a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st]+ *>/, 'HTML'],
            [/^\[\/?[a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st]+\]/, 'PSEUDOHTML'],
            [/^&\w+;(?:\w+;|)/, 'HTMLENTITY'],
            [/^\d\d?h\d\d\b/, 'HOUR'],
            [/^-?\d+(?:[.,]\d+|)/, 'NUM'],
            [/^[a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st]+(?:[’'`-][a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st]+)*/, 'WORD']
        ],
    "fr":
        [
            [/^[   \t]+/, 'SPACE'],
            [/^\/(?:~|bin|boot|dev|etc|home|lib|mnt|opt|root|sbin|tmp|usr|var|Bureau|Documents|Images|Musique|Public|Téléchargements|Vidéos)(?:\/[a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st_.()-]+)*/, 'FOLDERUNIX'],
            [/^[a-zA-Z]:\\(?:Program Files(?: \(x86\)|)|[a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st.()]+)(?:\\[a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st_.()-]+)*/, 'FOLDERWIN'],
            [/^[,.;:!?…«»“”‘’"(){}\[\]/·–—]+/, 'SEPARATOR'],
            [/^[,.;:!?…«»“”‘’"(){}\[\]/·–—]/, 'SEPARATOR'],
            [/^[A-Z][.][A-Z][.](?:[A-Z][.])*/, 'ACRONYM'],
            [/^(?:https?:\/\/|www[.]|[a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st_-]+[@.][a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st_-]{2,}[@.])[a-zA-Z0-9][a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st_.\/?&!%=+*"'@$#-]+/, 'LINK'],
            [/^[#@][a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st_-]+/, 'TAG'],
            [/^<[a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st]+.*?>|<\/[a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st]+ *>/, 'HTML'],
            [/^\[\/?[a-zA-Zà-öÀ-Ö0-9ø-ÿØ-ßĀ-ʯfi-st]+\]/, 'PSEUDOHTML'],
            [/^&\w+;(?:\w+;|)/, 'HTMLENTITY'],
            [/^(?:l|d|n|m|t|s|j|c|ç|lorsqu|puisqu|jusqu|quoiqu|qu)['’`]/i, 'ELPFX'],

            this.sLang = "default";
        }
        this.aRules = aTkzPatterns[this.sLang];
    }

    * genTokens (sText) {
        let m;
        let i = 0;
        let iNext = 0;
        while (sText) {
            let nCut = 1;
            let iCut = 1;
            let iToken = 0;
            for (let [zRegex, sType] of this.aRules) {
                try {
                    if ((m = zRegex.exec(sText)) !== null) {
                        if (sType == 'SEPARATOR') {
                        iToken += 1;
                            for (let c of m[0]) {
                                yield { "sType": sType, "sValue": c, "nStart": i, "nEnd": i + m[0].length }
                            }
                        } else {
                            yield { "sType": sType, "sValue": m[0], "nStart": i, "nEnd": i + m[0].length }
                        yield { "i": iToken, "sType": sType, "sValue": m[0], "nStart": iNext, "nEnd": iNext + m[0].length }
                        }
                        nCut = m[0].length;
                        iCut = m[0].length;
                        break;
                    }
                }
                catch (e) {
                    helpers.logerror(e);
                }
            }
            i += nCut;
            sText = sText.slice(nCut);
            iNext += iCut;
            sText = sText.slice(iCut);
        }
    }
}


if (typeof(exports) !== 'undefined') {
    exports.Tokenizer = Tokenizer;
}

        self.oExtendedDic = self._loadDictionary(sfExtendedDic)
        self.oCommunityDic = self._loadDictionary(sfCommunityDic)
        self.oPersonalDic = self._loadDictionary(sfPersonalDic)
        self.bExtendedDic = bool(self.oExtendedDic)
        self.bCommunityDic = bool(self.oCommunityDic)
        self.bPersonalDic = bool(self.oPersonalDic)
        self.oTokenizer = None
        # storage
        self.bStorage = False
        self._dMorphologies = {}        # key: flexion, value: list of morphologies
        self._dLemmas = {}              # key: flexion, value: list of lemmas

    def _loadDictionary (self, source, bNecessary=False):
        "returns an IBDAWG object"
        if not source:
            return None
        try:
            return ibdawg.IBDAWG(source)

    def deactivateCommunityDictionary (self):
        self.bCommunityDic = False

    def deactivatePersonalDictionary (self):
        self.bPersonalDic = False


    # Storage

    def activateStorage (self):
        self.bStorage = True

    def deactivateStorage (self):
        self.bStorage = False

    def clearStorage (self):
        self._dLemmas.clear()
        self._dMorphologies.clear()


    # parse text functions

    def parseParagraph (self, sText, bSpellSugg=False):
        if not self.oTokenizer:
            self.loadTokenizer()
        aSpellErrs = []

            return True
        if self.bPersonalDic and self.oPersonalDic.lookup(sWord):
            return True
        return False

    def getMorph (self, sWord):
        "retrieves morphologies list, different casing allowed"
        if self.bStorage and sWord in self._dMorphologies:
            return self._dMorphologies[sWord]
        lResult = self.oMainDic.getMorph(sWord)
        lMorph = self.oMainDic.getMorph(sWord)
        if self.bExtendedDic:
            lResult.extend(self.oExtendedDic.getMorph(sWord))
            lMorph.extend(self.oExtendedDic.getMorph(sWord))
        if self.bCommunityDic:
            lResult.extend(self.oCommunityDic.getMorph(sWord))
            lMorph.extend(self.oCommunityDic.getMorph(sWord))
        if self.bPersonalDic:
            lResult.extend(self.oPersonalDic.getMorph(sWord))
        return lResult
            lMorph.extend(self.oPersonalDic.getMorph(sWord))
        if self.bStorage:
            self._dMorphologies[sWord] = lMorph
            self._dLemmas[sWord] = set([ s[1:s.find(" ")]  for s in lMorph ])
        return lMorph

    def getLemma (self, sWord):
        "retrieves lemmas"
        if self.bStorage:
            if sWord not in self._dLemmas:
                self.getMorph(sWord)
            return self._dLemmas[sWord]
        return set([ s[1:s.find(" ")]  for s in self.getMorph(sWord) ])

    def suggest (self, sWord, nSuggLimit=10):
        "generator: returns 1, 2 or 3 lists of suggestions"
        yield self.oMainDic.suggest(sWord, nSuggLimit)
        if self.bExtendedDic:
            yield self.oExtendedDic.suggest(sWord, nSuggLimit)

# Very simple tokenizer

import re

_PATTERNS = {
    "default":
        (
            r'(?P<FOLDERUNIX>/(?:bin|boot|dev|etc|home|lib|mnt|opt|root|sbin|tmp|usr|var|Bureau|Documents|Images|Musique|Public|Téléchargements|Vidéos)(?:/[\w.()-]+)*)',
            r'(?P<FOLDERWIN>[a-zA-Z]:\\(?:Program Files(?: [(]x86[)]|)|[\w.()]+)(?:\\[\w.()-]+)*)',
            r'(?P<PUNC>[.,?!:;…«»“”"()/·]+)',
            r'(?P<PUNC>[][,.;:!?…«»“”‘’"(){}/·–—])',
            r'(?P<ACRONYM>[A-Z][.][A-Z][.](?:[A-Z][.])*)',
            r'(?P<LINK>(?:https?://|www[.]|\w+[@.]\w\w+[@.])\w[\w./?&!%=+*"\'@$#-]+)',
            r'(?P<HASHTAG>[#@][\w-]+)',
            r'(?P<HTML><\w+.*?>|</\w+ *>)',
            r'(?P<PSEUDOHTML>\[/?\w+\])',
            r'(?P<HOUR>\d\d?h\d\d\b)',
            r'(?P<NUM>-?\d+(?:[.,]\d+))',
            r"(?P<WORD>\w+(?:[’'`-]\w+)*)"
        ),
    "fr":
        (
            r'(?P<FOLDERUNIX>/(?:bin|boot|dev|etc|home|lib|mnt|opt|root|sbin|tmp|usr|var|Bureau|Documents|Images|Musique|Public|Téléchargements|Vidéos)(?:/[\w.()-]+)*)',
            r'(?P<FOLDERWIN>[a-zA-Z]:\\(?:Program Files(?: [(]x86[)]|)|[\w.()]+)(?:\\[\w.()-]+)*)',
            r'(?P<PUNC>[.,?!:;…«»“”"()/·]+)',
            r'(?P<PUNC>[][,.;:!?…«»“”‘’"(){}/·–—])',
            r'(?P<ACRONYM>[A-Z][.][A-Z][.](?:[A-Z][.])*)',
            r'(?P<LINK>(?:https?://|www[.]|\w+[@.]\w\w+[@.])\w[\w./?&!%=+*"\'@$#-]+)',
            r'(?P<HASHTAG>[#@][\w-]+)',
            r'(?P<HTML><\w+.*?>|</\w+ *>)',
            r'(?P<PSEUDOHTML>\[/?\w+\])',
            r"(?P<ELPFX>(?:l|d|n|m|t|s|j|c|ç|lorsqu|puisqu|jusqu|quoiqu|qu)['’`])",
            r'(?P<ORDINAL>\d+(?:er|nd|e|de|ième|ème|eme)\b)',

    def __init__ (self, sLang):
        self.sLang = sLang
        if sLang not in _PATTERNS:
            self.sLang = "default"
        self.zToken = re.compile( "(?i)" + '|'.join(sRegex for sRegex in _PATTERNS[sLang]) )

    def genTokens (self, sText):
        for m in self.zToken.finditer(sText):
            yield { "sType": m.lastgroup, "sValue": m.group(), "nStart": m.start(), "nEnd": m.end() }
        for i, m in enumerate(self.zToken.finditer(sText), 1):
            yield { "i": i, "sType": m.lastgroup, "sValue": m.group(), "nStart": m.start(), "nEnd": m.end() }

import json
import platform

from distutils import dir_util, file_util

import dialog_bundled
import compile_rules
import compile_rules_graph
import helpers
import lex_build


sWarningMessage = "The content of this folder is generated by code and replaced at each build.\n"

    spLang = "gc_lang/" + sLang

    dVars = xConfig._sections['args']
    dVars['locales'] = dVars["locales"].replace("_", "-")
    dVars['loc'] = str(dict([ [s, [s[0:2], s[3:5], ""]] for s in dVars["locales"].split(" ") ]))

    ## COMPILE RULES
    dResult = compile_rules.make(spLang, dVars['lang'], bJavaScript)
    dVars.update(dResult)
    dResultRegex = compile_rules.make(spLang, dVars['lang'], bJavaScript)
    dVars.update(dResultRegex)

    dResultGraph = compile_rules_graph.make(spLang, dVars['lang'], bJavaScript)
    dVars.update(dResultGraph)

    ## READ GRAMMAR CHECKER PLUGINS
    print("PYTHON:")
    print("+ Plugins: ", end="")
    sCodePlugins = ""
    for sf in os.listdir(spLang+"/modules"):
        if re.match(r"gce_\w+[.]py$", sf):