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genericImporter.js
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var MetaTable = require('./common/MetaTable'),
xlsx = require("./xlsxparser"),
LevDistance = require('./LevDistance'),
path = require('path'),
logger = require('./logger.js')(module),
detectors = require("./detectors");
var metaTable = MetaTable.getMetaTable();
var _ = require('underscore');
exports.parseXls = function(filename){
return xlsx.getSheets(filename)
.then(function(workbook){
var result = parseSheets(workbook);
return result;
})
.catch(function(e){
console.log(e);
logger.error("genericImporter:" + e.stack);
})
}
/* CONFIGURATION */
global.debug = true;
var levTolerance = 2;
var aliasMap = {
"סוג מטבע" : [ "מטבע" ],
"שם נייר ערך" : [ "מזומנים ושווי מזומנים","שם ני''ע", "סוג נכס", "שם", "שם המנפיק/שם נייר ערך" ],
"שיעור מנכסי ההשקעה" : [ "שיעור מנכסי הקרן", "שיעור מהנכסים","שעור מנכסי השקעה" ],
"מספר נייר ערך" : [ "מספר ני\"ע", "מס' נייר ערך" ],
"שיעור מהערך הנקוב המונפק" : [ "שיעור מהע.נ המונפק", "שיעור מהע.נ המונפק" ],
"שווי הוגן" : [ "שווי שוק", "שווי השקעה", "שווי הוגן באלפי ש\"ח","עלות מתואמת", "שווי הוגן באלפי ₪" ],
"שווי שוק" : [ "שווי הוגן", "שווי שוק באלפי ₪" ],
"תשואה לפדיון" : [ "ת. לפדיון" ],
"שיעור ריבית": [ "תנאי ושיעור ריבית","שיעור ריבית ממוצע" ],
"שיעור מהערך הנקוב המונפק" : [ "שעור מערך נקוב מונפק" ]
}
var detectorsMap = {
"שם נייר ערך" : [ "ב. ניירות ערך סחירים","בישראל","סעיף 1. נכסים המוצגים לפי שווי הוגן:","בישראל:","בחו\"ל:","ישראל","חו\"ל"]
}
var knownSheetContentIdentifiers = {
1 : ["מזומנים ושווי מזומנים"],
2 : [ "תעודות התחייבות ממשלתיות" ],
4 : [ "אגח קונצרני","אג\"ח קונצרני" ],
14 : [ "אגח קונצרני","אג\"ח קונצרני" ]
}
/* DATA MANIPULATION */
var findFromAliasMap = function(input, headers, headersAliasMap){
var res = headers.filter( function(h){
if (headersAliasMap[h]){
return headersAliasMap[h].some(function(ah){
var _ah = detectors.cleanColumnHeaderStr(ah);
return input == _ah;
});
} else {
return false;
}
});
if (res.length > 0){
return res[0]
} else {
return null
}
}
var findFromHeadersLev = function(input, headers){
var _levTolerance = input.length <= 3 ? 1 : levTolerance;
var res = headers.filter(function(h){
var _h = detectors.cleanColumnHeaderStr(h);
if (LevDistance.calc(_h,input) <= _levTolerance){
return h;
} else {
return false;
}
});
if (res.length > 0){
return res[0];
} else {
return null;
}
}
var findFromAliasMapLev = function(input, headers, headersAliasMap){
var _levTolerance = input.length <= 3 ? 1 : levTolerance;
var res = headers.filter( function(h){
if (headersAliasMap[h]){
return headersAliasMap[h].some(function(ah){
var _ah = detectors.cleanColumnHeaderStr(ah);
return LevDistance.calc(_ah,input) <= _levTolerance;
});
} else {
return false;
}
});
if (res.length > 0){
return res[0];
} else {
return null;
}
};
var findInHeaders = function(headers, cellContent){
var _cleanCell = detectors.cleanColumnHeaderStr(cellContent);
if (headers.indexOf(_cleanCell) > -1) {
return _cleanCell;
} else {
var headerFromAliasMap = findFromAliasMap(_cleanCell, headers,aliasMap);
if (headerFromAliasMap){
return headerFromAliasMap;
} else {
var headerFromHeaderLev = findFromHeadersLev(_cleanCell, headers);
if (headerFromHeaderLev) {
return headerFromHeaderLev;
} else {
return findFromAliasMapLev(_cleanCell, headers,aliasMap);
}
}
}
};
/*
mutates the input foundHeadersMapping
returns true if should extract content
*/
var headersExtractor = function(inputLine, headers, foundHeadersMapping){
if (foundHeadersMapping.length == headers.length)
return true;
var isLookingForHeaderLine = foundHeadersMapping.length == 0;
if (isLookingForHeaderLine){
var foundFromHeader = inputLine.reduce(function(res, cellContent, column){
if (cellContent){
var remainingHeaders = headers.filter( function(h){
return !foundHeadersMapping.some(function(fh){ return h.foundCell == h; })
});
var foundInHeader = findInHeaders(remainingHeaders, cellContent);
if (foundInHeader) {
if (global.debug){
logger.debug("headersExtractor","column:",column,"origCell:",cellContent,"foundCell:",foundInHeader);
}
if (_.find(res,{'foundCell':foundInHeader})){ //don't add cell if already found
logger.debug("headersExtractor","cell already found");
}
else{
res.push({ column: column, origCell: cellContent, foundCell: foundInHeader });
}
}
}
return res;
},[]);
foundFromHeader.forEach(function(fhm){
if (global.debug){
logger.debug("headersExtractor","matched header from header line:", fhm.foundCell, " original content:",fhm.origCell);
}
foundHeadersMapping.push(fhm)
});
} else {
var knownColumns = foundHeadersMapping.map(function(fhm){ return fhm.column; });
var knownHeaders = foundHeadersMapping.map(function(fhm){ return fhm.foundCell; });
var remainingHeaders = headers.filter(function(h){ return knownHeaders.indexOf(h) == -1 })
var foundFromData = inputLine.reduce(function(res,cellContent, column){
if (cellContent && knownColumns.indexOf(column) == -1){
remainingHeaders.some(function(rh){
if (rh == cellContent.trim() || detectorsMap[rh] && detectorsMap[rh].some(function(dtc){ return dtc == cellContent.trim(); })){
res.push({ column: column, origCell: cellContent, foundCell: rh });
return true;
} else {
return false;
}
})
}
return res;
},[])
if (foundFromData.length > 0){
foundFromData.forEach(function(ffd){
if (global.debug){
logger.debug("headersExtractor","* matched header from content:", ffd.foundCell, " original content:",ffd.origCell);
}
foundHeadersMapping.push(ffd);
});
foundHeadersMapping.sort(function(h1,h2){ return h1.column - h2.column; });
}
}
if (foundHeadersMapping.length == 1){
if (global.debug){
logger.debug("headersExtractor","false positive on header row, emptying results");
}
foundHeadersMapping.splice(0,1);
return false;
} else if (foundHeadersMapping.length > 1 && isLookingForHeaderLine){
if (global.debug){
logger.debug("headersExtractor","positive match for header line!");
}
return false;
} else if (foundHeadersMapping.length == 0){
return false;
} else {
return true;
}
}
var contentExtractor = function(inputLine, headersMapping){
extractColumns = headersMapping.map(function(hm){return hm.column});
return inputLine.reduce(function(res,cellContent,column){
if (extractColumns.indexOf(column) >= 0){
res.push(cellContent);
}
return res;
},[]);
}
var sheetValidator = function(headers, foundHeadersMapping){
if (global.debug){
logger.debug("sheetValidator", "found ", foundHeadersMapping.length, " headers out of ", headers.length)
}
return (
(foundHeadersMapping.length == headers.length) ||
(foundHeadersMapping.length > 5 && foundHeadersMapping.length >= headers.length / 3 ) ||
(headers.length - foundHeadersMapping.length <= Math.ceil(headers.length / 0.3))
);
}
var readRow = function(workbook, sheetName, dim, rowIdx){
var rowContent = [];
for (var column = dim.min.col || 0; column <= dim.max.col; column++){
var cellContent = xlsx.readCell(workbook, sheetName, column, rowIdx);
rowContent[column] = cellContent;
}
return rowContent;
}
var parseSingleSheet = function(workbook, sheetName, dim, tabIndex){
logger.debug(">>parseSingleSheet","parsing sheet number", tabIndex, sheetName );
var metaHeaders = metaTable.getHeadersForTab(tabIndex).map(function(x){return x});
var identifiedSheetIndexFromTabName = sheetSkipDetector([sheetName], tabIndex);
if (global.debug){
logger.debug("parseSingleSheet","identifiedSheetIndexFromTabName", identifiedSheetIndexFromTabName);
logger.debug("parseSingleSheet", tabIndex);
logger.debug("parseSingleSheet", "trying to match tab by sheet name",sheetName);
}
if (identifiedSheetIndexFromTabName != tabIndex){
logger.debug("parseSingleSheet","identified different sheet by looking into sheet name",
tabIndex,"(" + metaTable.getNameForSheetNum(tabIndex) + ")", " identified as:", identifiedSheetIndexFromTabName, "("+metaTable.getNameForSheetNum(identifiedSheetIndexFromTabName)+")" );
return parseSingleSheet(workbook, sheetName, dim, identifiedSheetIndexFromTabName);
}
if (isMetaSheet(workbook, sheetName, dim)){
return;
}
if (global.debug){
logger.debug("parseSingleSheet","headers",JSON.stringify(metaHeaders));
}
if (dim.max.col < metaHeaders.length){
logger.debug("dim too small");
}
var sheetData = [];
var foundHeadersMapping = [];
var emptyRows = 0;
for(var rowIdx = dim.min.row || 1; rowIdx <= dim.max.row; rowIdx++){
// if the number of empty rows is above 20, the sheet is reporting a size which is too
// big and needs to be trimmed
if (emptyRows >= 20)
break;
var rowContent = readRow(workbook, sheetName, dim, rowIdx);
if (global.debug){
logger.debug("parseSingleSheet","row",rowContent.join("|"));
}
//empty rows streak counter
if (rowContent.some(function(x){return !!x})) {
emptyRows = 0;
} else {
emptyRows += 1;
continue;
}
//true when header is found and sheet body is reached
var shouldExtractContent = headersExtractor(rowContent,metaHeaders, foundHeadersMapping)
// Look for header
// Allow looking few lines after the headers line to detect the correct sheet
if ((tabIndex != 0 && tabIndex != 1) && (!shouldExtractContent || sheetData.length < 4)) {
var identifiedSheetIndex = sheetSkipDetector(rowContent, tabIndex);
if (identifiedSheetIndex != tabIndex){
logger.debug("parseSingleSheet","identified different sheet while looking for:",
tabIndex,"(" + metaTable.getNameForSheetNum(tabIndex) + ")", " identified as:", identifiedSheetIndex, "("+metaTable.getNameForSheetNum(identifiedSheetIndex)+")" );
return parseSingleSheet(workbook, sheetName, dim, identifiedSheetIndex);
}
}
if (shouldExtractContent){
var extractedData = contentExtractor(rowContent,foundHeadersMapping);
if (global.debug){
logger.debug("parseSingleSheet","extracted data",extractedData.join(","))
}
sheetData.push(extractedData);
}
}
var sheetMatchVerified = sheetValidator(metaHeaders,foundHeadersMapping);
if (sheetMatchVerified){
if (global.debug){
logger.debug("<<parseSingleSheet","verified positive match for sheet!");
}
return {"data":sheetData,"finalIndex":tabIndex,"headers":foundHeadersMapping.map(function(hm){ return hm.foundCell; })};
} else {
if (global.debug){
logger.debug("<<parseSingleSheet","negative match for sheet...");
}
return null;
}
}
/**
* Check if cell content matches optional headers by index
*
* @param cellContent - cell content
* @param metaSheetNum - current
* @param metaTable -
* @returns {boolean}
*/
var sheetMetaIdentifier = function(cellContent, metaSheetNum){
var nameFromMetaTable = metaTable.instrumentSubTypes[metaSheetNum] || metaTable.instrumentTypes[metaSheetNum];
var cleanCellContent = detectors.cleanColumnHeaderStr(cellContent);
var optionalHeaders = [nameFromMetaTable].concat(knownSheetContentIdentifiers[metaSheetNum] || []);
logger.debug("sheetMetaIdentifier", "cleanCellContent",JSON.stringify(cleanCellContent));
logger.debug("sheetMetaIdentifier", "optionalHeaders",JSON.stringify(optionalHeaders));
var isMatch = optionalHeaders.some(function(value){ return cleanCellContent == detectors.cleanColumnHeaderStr(value) })
if (isMatch){
logger.debug("sheetMetaIdentifier", "isMatch",isMatch);
}
return isMatch;
}
/**
*
* @param inputLine
* @param metaSheetNum
* @returns {*}
*/
var sheetSkipDetector = function(inputLine, metaSheetNum){
logger.debug("sheetSkipDetector","inputLine", JSON.stringify(inputLine));
logger.debug("sheetSkipDetector","metaSheetNum", metaSheetNum);
for (var i = 0; i < inputLine.length; i++){
var cellContent = inputLine[i];
logger.debug("sheetSkipDetector","cellContent",cellContent)
for (var j = 0; j < metaTable.instrumentTypes.length ; j++){
logger.debug("sheetSkipDetector","reduce2",j)
if (sheetMetaIdentifier(cellContent, j)){
if (global.debug){
logger.debug("sheetSkipDetector","matched to meta sheet #" + j);
}
return j;
}
}
}
logger.debug("<<sheetSkipDetector","result", metaSheetNum);
return metaSheetNum;
}
var parseSheets = function(workbook){
var lastSheetNum = metaTable.getLastSheetNum();
var debugSheet;
var parsedSheetsData = []
var res = []
var sheetNamesInWorkbook = workbook.SheetNames.map(function(x){return x});
var numOfSheetsInWorkbook = sheetNamesInWorkbook.length;
var maxSheets = 25;
while (res.length < /*lastSheetNum*/ maxSheets && sheetNamesInWorkbook.length > 0){
var sheetTabNum = numOfSheetsInWorkbook - sheetNamesInWorkbook.length;
if (debugSheet != null && debugSheet == sheetTabNum ) {
global.debug = true;
}
if (global.debug){
logger.debug("%%%%%% parsing file tab #",sheetTabNum, " looking for meta table #", res.length, "called", metaTable.getNameForSheetNum(res.length));
}
var sheetName = sheetNamesInWorkbook.shift();
var dim = xlsx.getDimension(workbook, sheetName);
logger.debug("parseSheets","sheet dim",JSON.stringify(dim));
var sheetOutput = parseSingleSheet(workbook,sheetName,dim,res.length);
if (sheetOutput && sheetOutput.finalIndex != res.length){
while(res.length < sheetOutput.finalIndex){
if (global.debug){
logger.debug("lookForNextSheet","padding output array with empty data to match expected progress of meta table idx")
}
res.push([]);
}
}
if (sheetOutput && sheetOutput.data && sheetOutput.data.length > 0){
if (global.debug){
logger.debug("parseSheets","adding sheet lines count #",sheetOutput.data.length);
sheetOutput.data.forEach(function(row){
logger.debug("parseSheets","adding sheet row", row.join("|"));
});
}
res.push(sheetOutput);
}
if ( debugSheet != null && debugSheet == sheetTabNum ) {
process.exit();
}
}
logger.debug("++++++ parsed & found all sheets");
res.forEach(function(resSheet, metaIdx){
if (resSheet.headers && resSheet.data){
var engMap = resSheet.headers.map(
function(column){
return {
"columnName" : metaTable.englishColumns[ metaTable.hebrewColumns.indexOf(column) ] || column
}
});
parsedSheetsData.push({engMap : engMap, data: resSheet.data, idx: metaIdx})
}
});
return parsedSheetsData;
}
//check if sheet is MetaSheet,
//which is sometimes present in Excel files
var isMetaSheet = function(workbook, sheetName, dim){
var metaRowsCounter = 0;
var metaColsThreshold = 4;
var metaRowsThreshold = 4;
var metaHeaders = metaTable.getHeadersForTab(2).map(function(x){return x});
for(var rowIdx = dim.min.row || 1; rowIdx <= dim.max.row; rowIdx++) {
var foundHeadersMapping = [];
var rowContent = readRow(workbook, sheetName, dim, rowIdx);
headersExtractor(rowContent,metaHeaders, foundHeadersMapping)
if (foundHeadersMapping.length > metaColsThreshold){
metaRowsCounter++;
}
if (metaRowsCounter > metaRowsThreshold){
return true;
}
}
return false;
}