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lTemp.push(iTag+nChar+nAff)
lWord.push(lTemp);
}
lEntry.length = 0; // clear the array
// Dictionary of arc values occurrency, to sort arcs of each node
let lKeyVal = [];
for (let c of dChar.keys()) { lKeyVal.push([dChar[c], dCharOccur[c]]); }
for (let sAff of dAff.keys()) { lKeyVal.push([dAff[sAff]+nChar, dAffOccur[sAff]]); }
for (let sTag in dTag.keys()) { lKeyVal.push([dTag[sTag]+nChar+nAff, dTagOccur[sTag]]); }
for (let c of dChar.keys()) { lKeyVal.push([dChar.get(c), dCharOccur.get(c)]); }
for (let sAff of dAff.keys()) { lKeyVal.push([dAff.get(sAff)+nChar, dAffOccur.get(sAff)]); }
for (let sTag of dTag.keys()) { lKeyVal.push([dTag.get(sTag)+nChar+nAff, dTagOccur.get(sTag)]); }
let dValOccur = new Map(lKeyVal);
lKeyVal.length = 0; // clear the array
//with open(spfSrc[:-8]+".valuesfreq.txt", 'w', encoding='utf-8') as hFreqDst: # DEBUG
// for iKey, nOcc in sorted(dValOccur.entries(), key=lambda t: t[1], reverse=True):
// hFreqDst.write("{}: {}\n".format(lVal[iKey], nOcc))
// hFreqDst.close()
this.sLang = sLangName;
this.nEntry = lWord.length;
this.aPreviousEntry = [];
oNodeCounter.reset();
this.oRoot = new DawgNode();
this.lUncheckedNodes = []; // list of nodes that have not been checked for duplication.
this.dMinimizedNodes = new Map(); // list of unique nodes that have been checked for duplication.
this.lSortedNodes = []; // version 2 and 3
this.nNode = 0;
this.nArc = 0;
this.dChar = dChar;
this.nChar = dChar.length;
this.nChar = dChar.size;
this.nAff = nAff;
this.lArcVal = lVal;
this.nArcVal = lVal.length;
this.nTag = this.nArcVal - this.nChar - nAff;
this.cStemming = cStemming;
if (cStemming == "A") {
this.funcStemming = str_transform.changeWordWithAffixCode;
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lWord.sort();
if (xProgressBarNode) {
xProgressBarNode.value = 0;
xProgressBarNode.max = lWord.length;
}
let i = 0;
for (let aEntry of lWord) {
console.log(aEntry);
this.insert(aEntry);
if (xProgressBarNode) {
xProgressBarNode.value = i;
i += 1;
}
}
this.finish();
this.countNodes();
this.countArcs();
this.sortNodes();
this.sortNodeArcs(dValOccur);
this.displayInfo();
this.writeInfo();
//this.oRoot.display(0, this.lArcVal, true);
}
// BUILD DAWG
insert (aEntry) {
if (aEntry < this.aPreviousEntry) {
throw "Error: Words must be inserted in alphabetical order.";
}
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finish () {
// minimize unchecked nodes
this._minimize(0);
}
_minimize (nDownTo) {
// proceed from the leaf up to a certain point
for (let i = this.lUncheckedNodes.length-1; i < nDownTo-1; i--) {
for (let i = this.lUncheckedNodes.length-1; i > nDownTo-1; i--) {
let [oNode, char, oChildNode] = this.lUncheckedNodes[i];
if (this.dMinimizedNodes.has(oChildNode.__hash__())) {
// replace the child with the previously encountered one
oNode.arcs.set(char, this.dMinimizedNodes.get(oChildNode.__hash__()));
} else {
// add the state to the minimized nodes.
this.dMinimizedNodes.set(oChildNode.__hash__(), oChildNode);
}
this.lUncheckedNodes.pop();
}
}
countNodes () {
this.nNode = this.dMinimizedNodes.size;
}
countArcs () {
this.nArc = 0;
for (let oNode of this.dMinimizedNodes) {
for (let oNode of this.dMinimizedNodes.values()) {
this.nArc += oNode.arcs.size;
}
}
sortNodeArcs (dValOccur) {
console.log(" > Sort node arcs");
this.oRoot.sortArcs(dValOccur);
for (let oNode of this.dMinimizedNodes) {
for (let oNode of this.dMinimizedNodes.values()) {
oNode.sortArcs(dValOccur);
}
}
sortNodes () {
console.log(" > Sort nodes");
for (let oNode of this.oRoot.arcs.values()) {
this._parseNodes(oNode);
}
}
_parseNodes (oNode) {
// Warning: recursive method
if (oNode.pos > 0) {
return;
}
//oNode.setPos(); // version 2
this.lSortedNodes.push(oNode);
for (let oNextNode of oNode.arcs.values()) {
this._parseNodes(oNextNode);
}
}
lookup (sWord) {
let oNode = this.oRoot;
for (let c of sWord) {
if (!oNode.arcs.has(this.dChar.gl_get(c, ''))) {
return false;
}
oNode = oNode.arcs.get(this.dChar.get(c));
}
return oNode.final;
}
morph (sWord) {
let oNode = this.oRoot;
for (let c in sWord) {
for (let c of sWord) {
if (!oNode.arcs.has(this.dChar.get(c, ''))) {
return '';
}
oNode = oNode.arcs.get(this.dChar.get(c));
}
if (oNode.final) {
let s = "* ";
for (let arc of oNode.arcs.keys()) {
if (arc >= this.nChar) {
s += " [" + this.funcStemming(sWord, this.lArcVal[arc]);
let oNode2 = oNode.arcs[arc]
let oNode2 = oNode.arcs.get(arc);
for (let arc2 of oNode2.arcs.keys()) {
s += " / " + this.lArcVal[arc2];
}
s += "]";
}
}
return s;
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writeInfo () {
console.log(this.getArcStats());
console.log("\n * Values:\n");
let i = 0;
for (let s of this.lArcVal) {
console.log(i + ": " + s);
i++;
}
}
// BINARY CONVERSION
createBinary (sPathFile, nMethod) {
console.log("Write DAWG as an indexable binary dictionary [method: "+nMethod+"]");
if (nMethod == 1) {
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class DawgNode {
constructor () {
this.i = oNodeCounter.getId();
this.final = false;
this.arcs = new Map(); // key: arc value; value: a node
this.addr = 0; // address in the binary dictionary
this.pos = 0; // position in the binary dictionary (version 2)
this.size = 0; // size of node in bytes (version 3)
}
__str__ () {
// Caution! this function is used for hashing and comparison!
let sFinalChar = (self.final) ? "1" : "0";
let l = [];
let l = [sFinalChar];
if (this.final) {
l.push("1");
} else {
l.push("0");
}
for (let [key, node] of this.arcs.entries()) {
l.push(key.toString());
l.push(node.i.toString());
}
return l.join("_");
}
__hash__ () {
// Used as a key in a python dictionary.
return this.__str__();
}
__eq__ (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 this.__str__() == other.__str__();
}
sortArcs (dValOccur) {
let lTemp = this.arcs.entries();
let lTemp = Array.from(this.arcs.entries());
lTemp.sort(function (a, b) {
if (dValOccur.get(a[0], 0) > dValOccur.get(b[0], 0))
return -1;
if (dValOccur.get(a[0], 0) < dValOccur.get(b[0], 0))
return 1;
return 0;
});
this.arcs = new Map(lTemp);
}
display (nTab, lArcVal, bRecur=false) {
let sResult = " ".repeat(nTab) + "Node: " + this.i + " " + this.final + "\n";
for (let arc of this.arcs.keys()) {
sResult += " ".repeat(nTab) + lArcVal[arc] + "\n";
}
console.log(sResult);
if (bRecur) {
for (let oNode of this.arcs.values()) {
oNode.display(nTab+1, lArcVal, bRecur);
}
}
}
// VERSION 1 =====================================================================================================
convToBytes1 (nBytesArc, nBytesNodeAddress) {
/*
Node scheme:
- Arc length is defined by nBytesArc
- Address length is defined by nBytesNodeAddress
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function getCharOrderAfterChar (cChar) {
return _dCharOrder.gl_get(cChar, null);
}
function displayCharOrder () {
for (let [key, value] of _dCharOrder.entries()) {
let s = "[" + key + "]: ";
let lTemp = value.entries();
let lTemp = Array.from(value.entries());
lTemp.sort(function (a, b) {
if (a[1] > b[1])
return -1;
if (a[1] < b[1])
return 1;
return 0;
});
for (let [c, n] of lTemp) {
s += c+":"+n+", ";
}
console.log(s);
}
}
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