TabulatorTable.js
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Created: Tue, Jan 28, 18:01

TabulatorTable.js
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	// components/TabulatorComponent.js
	import {useEffect, useRef, useState} from 'react';
	import 'tabulator-tables/dist/css/tabulator.min.css';
	import React from "react";
	import {ReactTabulator} from 'react-tabulator';
	import "font-awesome/css/font-awesome.min.css";
	import ReactDOMServer from 'react-dom/server';
	import './TabulatorTable.css'; // Import your custom CSS


	import process from "next/dist/build/webpack/loaders/resolve-url-loader/lib/postcss";


	function customHeaderFilter(headerValue, rowValue, rowData, filterParams) {
	//headerValue - the value of the header filter element
	//rowValue - the value of the column in this row
	//rowData - the data for the row being filtered
	//filterParams - params object passed to the headerFilterFuncParams property
	// no filter applied
	if (headerValue.length === 0) return true

	if (typeof headerValue === 'string') {
	headerValue = [headerValue]
	}

	headerValue = headerValue.map(function (x) {
	if (x in reverseDicoTranslatePosition) {
	return reverseDicoTranslatePosition[x]
	} else {
	return x
	}
	});

	// filters applied
	result = false;
	for (let val of headerValue) {
	if (String(rowValue).includes(val + " ")) {
	result = true
	} else if (String(rowValue).includes(" " + val)) {
	result = true
	} else if (String(rowValue).includes(val + ',')) {
	result = true
	} else if (rowValue === val) {
	result = true
	}
	if (val === "Other") {
	var commonPositions = ["Prof (PO)",
	"Prof (PA)",
	"Prof (PATT)",
	"Prof (PH)",
	"Prof (PT)",
	"MER",
	"Scientist",
	"PhD",
	"PostDoc",
	"Engineer",
	"Assistant",
	"Lecturer"]
	if (!commonPositions.some(position => rowValue.includes(position))) {
	var result = true;
	}
	}
	}
	return result; //must return a boolean, true if it passes the filter.
	}

	function customHeaderFilter2(headerValue, rowValue, rowData, filterParams) {
	//headerValue - the value of the header filter element
	//rowValue - the value of the column in this row
	//rowData - the data for the row being filtered
	//filterParams - params object passed to the headerFilterFuncParams property
	// no filter applied
	if (headerValue.length === 0) return true

	if (typeof headerValue === 'string') {
	headerValue = [headerValue]
	}

	let result = false;
	for (let val of headerValue) {
	if (String(rowValue).includes(val)) {
	result = true
	}
	}
	return result; //must return a boolean, true if it passes the filter.
	}

	function sortDataByScoreIndex(data, index) {
	return data.sort((a, b) => b.scores[index] - a.scores[index]);
	}

	function sortDataByMeanScore(data) {
	return data.sort((a, b) => b.meanScore - a.meanScore);
	}

	function handleBarClick(event, cell) {
	const target = event.target;
	const columnIndex = target.getAttribute('data-index');
	if (columnIndex !== null) {
	const table = cell.getTable();
	const originalData = table.getData();
	const sortedData = sortDataByScoreIndex(originalData, columnIndex);
	table.replaceData(sortedData);
	}
	}

	function handleMeanBarClick(event, cell) {

	const table = cell.getTable();
	const originalData = table.getData();
	const sortedData = sortDataByMeanScore(originalData)
	table.replaceData(sortedData);
	}

	function createScoresBarChartFormatter(
	setToolTipVisible,
	setToolTipContent,
	searchData
	) {
	return function scoresBarChartFormatter(cell, formatterParams, onRendered) {

	const scores = cell.getValue();
	const container = document.createElement('div');
	container.style.display = 'flex';
	container.style.alignItems = 'flex-end';
	container.style.height = '100%';
	const proportion = 1 / scores.length * 100;

	scores.forEach((score, index) => {
	const barContainer = document.createElement('div');
	barContainer.style.position = 'relative';
	barContainer.style.width = proportion + "%"; // Width of each bar container
	barContainer.style.maxWidth = '100px';
	barContainer.style.marginRight = '5px'; // Space between bar containers
	barContainer.style.height = '100%'; // Height of bar container to fill the full height

	const bar = document.createElement('div');
	bar.style.width = '100%'; // Width of the bar to fill the container
	bar.style.height = `${(score) * 100}%`; // Height relative to the maximum score
	bar.style.backgroundColor = 'blue'; // Color of the bars
	bar.style.position = 'absolute';
	bar.style.bottom = '0';

	const overlay = document.createElement('div');
	overlay.style.position = 'absolute';
	overlay.style.top = '0';
	overlay.style.left = '0';
	overlay.style.width = '100%'; // Cover the entire container width
	overlay.style.height = '100%'; // Cover the entire container height
	overlay.style.cursor = 'pointer'; // Change cursor to indicate clickable area
	overlay.setAttribute('data-index', index); // Setting index as a data attribute
	overlay.setAttribute('data-score', score); // Setting score as a data attribute
	overlay.addEventListener('mouseenter', () => {
	setToolTipVisible(true);
	setToolTipContent(searchData['tableColumnsInRightOrder'][index] + ': ' + (score * 100).toFixed(2));
	});

	overlay.addEventListener('mouseleave', () => {
	setToolTipVisible(false);
	});
	barContainer.appendChild(bar);
	barContainer.appendChild(overlay);
	container.appendChild(barContainer);
	});

	return container;
	}

	}

	function rowFormatter(cell, formatterParams, onRendered) {
	const scores = cell.getValue();
	const columnTitle = cell.getColumn().getDefinition().title;
	let toolTipFunctionName = columnTitle === 'Mean' ? 'showToolTipMean' : 'showToolTip';

	// Start with a flex container
	let barsHTML = '<div style="display: flex; height: 100%;">';

	const proportion = 1 / scores.length * 100;

	scores.forEach((score, index) => {
	const barHeight = `${(score) * 100}%`;

	barsHTML += `
	<div style="position: relative; width: ${proportion}%; max-width: 100px; margin-right: 5px; height: 100%; min-height:29px ">
	<div style="width: 100%; height: ${barHeight}; background-color: blue; position: absolute; bottom: 0;"></div>
	<div
	style="position: absolute; top: 0; left: 0; width: 100%; height: 100%; cursor: pointer;"
	data-index="${index}"
	data-score="${score}"
	onmouseenter="${toolTipFunctionName}(event, ${index}, ${score})"
	onmouseleave="hideToolTip()"></div>
	</div>
	`;
	});

	// Close the flex container
	barsHTML += '</div>';

	return barsHTML;
	}

	const createExpandedInfo = (response, row, rowData, searchEntity) => {
	let expandedInfoContent = '';
	if (searchEntity === 'courses') {
	const responseData = Object.values(response)[0];
	expandedInfoContent += `<p><b>Summary:</b><br/>${responseData ['Summary_translated']}</p>`;

	} else if (searchEntity === 'publications') {
	const responseData = Object.values(response)[0];
	expandedInfoContent += `<p><b>Abstract:</b><br/>${responseData ['Abstract']}</p>`;
	} else {
	expandedInfoContent += `<p><b>Related Publications:</b><br/>`;
	for (let pub in response['pubs']) {
	expandedInfoContent += `<a href="https://infoscience.epfl.ch/record/${pub}?ln=en">${response['pubs'][pub]['Title']}</a><br/>`;
	}
	expandedInfoContent += `</p>`;

	expandedInfoContent += `<p><b>Related Courses:</b><br/>`;
	for (let course in response['courses']) {
	expandedInfoContent += `<a href="https://search.epfl.ch/?filter=courses&q=${course}" target="_blank">${response['courses'][course]['SubjectName']}</a><br/>`;
	}
	expandedInfoContent += `</p>`;
	}

	// Check if the expanded-info div already exists
	let expandedInfo = row.getElement().querySelector('.expanded-info');

	if (!expandedInfo) {
	expandedInfo = document.createElement('div');
	expandedInfo.classList.add('expanded-info');
	row.getElement().appendChild(expandedInfo);
	}

	expandedInfo.innerHTML = expandedInfoContent;
	expandedInfo.style.display = 'block';

	row.normalizeHeight();
	};

	const handleCellClick = async (cell,
	searchEntity,
	clickRowRunning,
	setClickRowRunning,
	conceptsOrVectors,
	searchTerm) => {
	console.log('handleCellClick, searchTerm', searchTerm)
	if (!['ID', 'Links', 'meanScore', 'scores'].includes(cell.getColumn().getField())) {

	const row = cell.getRow();
	const rowData = row.getData();

	let expandedInfo = row.getElement().querySelector('.expanded-info');
	if (expandedInfo) {
	if (expandedInfo.style.display === 'block') {
	expandedInfo.style.display = 'none';
	row.normalizeHeight();
	return;
	} else {
	expandedInfo.style.display = 'block';
	row.normalizeHeight();
	}
	}

	// ... (the rest of your existing logic here)

	if (!clickRowRunning) {
	setClickRowRunning(true);

	try {
	const response = await fetch("http://127.0.0.1:5000/vectors/clickOnRow", {
	// const response = await fetch("https://expert-finder.epfl.ch/vectors/clickOnRow", {
	method: "POST",
	headers: {'Content-Type': 'application/json'},
	body: JSON.stringify({
	ID: rowData.ID,
	num_results: 5,
	// num_results: document.getElementById("numResults").value,
	research_texts: searchTerm,
	entity_type: searchEntity,
	}),
	});

	const responseData = await response.json();
	createExpandedInfo(responseData, row, rowData, searchEntity);
	} catch (error) {
	console.error("Error during fetch: ", error);
	} finally {
	setClickRowRunning(false);
	}
	}
	}
	};

	const TabulatorComponent = ({
	searchData,
	searchEntity,
	setToolTipVisible,
	setToolTipContent,
	setDataDisplayed,
	conceptsOrVectors,
	searchTerm
	}) => {
	console.log('render TabulatorComponent')
	const data = searchData['table']
	const [isTableVisible, setIsTableVisible] = useState(false);
	const tableRef = useRef(null);
	const [processedData, setProcessedData] = useState([]);
	const [clickRowRunning, setClickRowRunning] = useState(false);


	useEffect(() => {
	if (searchData) {
	const newData = searchData['table'].map((d) => {
	const newD = {...d, scores: []};
	searchData['tableColumnsInRightOrder'].forEach((column) => {
	newD['scores'].push(d[column]);
	});
	if (conceptsOrVectors === 'vectors') {
	newD['meanScore'] = [
	Math.pow(
	newD['scores'].reduce((a, b) => a * b, 1),
	1 / newD['scores'].length
	),
	];
	} else {
	newD['meanScore'] = [
	newD['scores'].reduce((a, b) => a + b, 0) / newD['scores'].length
	];
	}

	return newD;
	});

	setProcessedData(newData);
	}
	}, [searchData,
	// tableColumnsInRightOrder
	]);

	const downloadCSV = () => {
	if (tableRef.current) {
	tableRef.current.download("csv", "data.csv", {
	columns: "all", // this will include both visible and hidden columns in the download
	});
	}
	};

	return (
	<div>
	<button
	onClick={() => setIsTableVisible(prevState => !prevState)}
	className="btn btn-primary"
	style={{margin: '10px'}}
	>
	{isTableVisible ? "Hide Table" : "Show Table"}
	</button>

	<div style={{display: isTableVisible ? 'block' : 'none'}}>

	<div className="transparent-tabulator">
	<ReactTabulator
	onRef={(ref) => {
	tableRef.current = ref?.current;
	}}
	data={processedData}
	columns={initializeFixedColumns(
	searchEntity,
	setToolTipVisible,
	setToolTipContent,
	searchData
	)}
	options={{
	layout: 'fitColumns', pagination: true, paginationSize: 15,
	persistence: {
	headerFilter: true, //persist header filters
	columns: true, //persist column widths
	},
	reactiveData: true,
	}}
	events={{
	dataFiltered: function (filters, rows) {
	const data = rows.map(row => row.getData());
	setDataDisplayed(data);
	},
	cellClick: (e, cell) =>
	handleCellClick(cell,
	searchEntity,
	clickRowRunning,
	setClickRowRunning,
	'vectors',
	searchTerm
	),

	}}
	/>
	<div style={{display: 'flex', justifyContent: 'flex-end', margin: '10px'}}>
	<button id="download-csv" className="btn btn-primary"
	onClick={downloadCSV}
	>
	Download CSV
	</button>
	</div>
	</div>
	</div>
	</div>
	);
	};


	// export default TabulatorComponent;

	export default React.memo(TabulatorComponent);

	function initializeFixedColumns(searchEntity, setToolTipVisible, setToolTipContent,
	// tableColumnsInRightOrder,
	searchData
	) {
	let columnsInit;
	if (searchEntity === 'people' \|\| searchEntity === 'teaching' \|\| searchEntity === 'research') {
	columnsInit = [ // fixed columns
	{
	title: "Links",
	headerHozAlign: "center",
	formatter: linkIcons,
	width: linkWidth,
	headerSort: false,
	cellMouseOver: (e, cell) => {
	// Get the closest parent DIV to the target
	const closestDiv = e.target.closest('div');
	if (!closestDiv) {
	return;
	}

	const data = cell.getData();

	// Find the index of the closest parent DIV in its parent's children
	const iconIndex = [...closestDiv.parentElement.children].indexOf(closestDiv);

	switch (iconIndex) {
	case 0:
	setToolTipContent('people.epfl.ch');
	setToolTipVisible(true);
	break;
	case 1:
	setToolTipVisible(true);
	setToolTipContent('Linkedin');
	break;
	case 2:
	setToolTipVisible(true);
	setToolTipContent('Google News');
	break;
	case 3:
	setToolTipVisible(true);
	setToolTipContent('Memento');
	break;
	case 4:
	setToolTipVisible(true);
	setToolTipContent('EPFL News');
	break;
	default:
	break;
	}
	},
	cellClick: (e, cell) => {
	const closestDiv = e.target.closest('div');
	if (!closestDiv) {
	return;
	}

	const data = cell.getRow().getData();
	// Note: Getting the parent of the closest div and then finding the index of the closest div among its siblings.
	const iconIndex = [...closestDiv.parentElement.children].indexOf(closestDiv);


	switch (iconIndex) {
	case 0:
	openModal(data.ID);
	break;
	case 1:
	openLinkedin(data.FullName);
	break;
	case 2:
	openGoogleNews(data.FullName);
	break;
	case 3:
	openMemento(data.FullName);
	break;
	case 4:
	openNews(data.FullName);
	break;
	default:
	break;
	}
	},
	cellMouseOut: () => {
	//hide tooltip
	hideToolTip();
	}
	},
	{
	title: "Name",
	headerHozAlign: "center",
	field: "FullName",
	frozen: true,
	width: FullNameWidth
	},
	{
	title: "Gender",
	headerHozAlign: "center",
	field: "Gender ",
	headerFilter: "list",
	headerFilterParams: {
	values: ["Male", "Female"],
	multiselect: true
	},
	width: GenderWidth,
	headerFilterFunc: customHeaderFilter,
	headerSort: false,
	},
	{
	title: "Position",
	headerHozAlign: "center",
	field: "Position",
	// frozen:true,
	width: PositionWidth,
	headerFilter: "list",
	headerFilterParams: {
	values: [
	"Prof (PO)",
	"Prof (PA)",
	"Prof (PATT)",
	"Prof (PH)",
	"Prof (PT)",
	"MER",
	"Scientist",
	"PhD",
	"PostDoc",
	"Engineer",
	"Assistant",
	"Lecturer",
	"Other",
	],
	multiselect: true
	},
	headerFilterFunc: customHeaderFilter
	},
	{
	title: "Schools",
	headerHozAlign: "center",
	headerSort: false,
	field: "Schools",
	// frozen:true,
	width: SchoolWidth,
	headerFilter: "list",
	headerFilterParams: {
	values: ["CDH", "CDM", "IC", "ENAC", "SB", "STI", "SV"],
	multiselect: true
	},
	headerFilterFunc: customHeaderFilter
	},
	{
	title: "Labs",
	headerHozAlign: "center",
	headerSort: false,
	field: "Labs",
	width: LabWidth,
	},
	{
	title: 'CF',
	headerHozAlign: "center",
	field: "CF",
	visible: false,
	download: true,
	}

	]
	} else if (searchEntity === 'courses') {
	columnsInit = [
	{
	title: "ID",
	headerHozAlign: "center",
	field: 'ID',
	formatter: addLinkCourseID,
	frozen: true,
	width: courseCodeWidth
	},
	{
	title: 'Level',
	headerHozAlign: "center",
	field: "Level",
	frozen: true,
	width: LevelWidth,
	headerFilter: "list",
	headerFilterParams: {
	values: ["Bachelor", "Master", "PhD"],
	multiselect: true
	},
	headerFilterFunc: customHeaderFilter2
	},
	{
	title: "Title",
	headerHozAlign: "center",
	field: "SubjectName",
	frozen: true,
	width: FullNameWidth
	},
	{
	title: "Schools",
	headerHozAlign: "center",
	headerSort: false,
	field: "Schools",
	// frozen:true,
	width: SchoolWidth,
	headerFilter: "list",
	headerFilterParams: {
	values: ["CDH", "CDM", "IC", "ENAC", "SB", "STI", "SV", 'Unknown'],
	multiselect: true
	},
	headerFilterFunc: customHeaderFilter
	},
	{
	title: "Section",
	headerHozAlign: "center",
	headerSort: false,
	field: "SectionCode",
	// frozen:true,
	width: SchoolWidth,
	},
	]
	} else if (['labs', 'lab'].includes(searchEntity.toLowerCase())) {
	columnsInit = [
	{
	title: "ID",
	headerHozAlign: "center",
	field: "ID",
	formatter: addLinkLabID,
	// frozen: true,
	width: labIDWidth
	},
	{
	title: 'FullName',
	headerHozAlign: "center",
	field: "FullName",
	frozen: true,
	width: FullNameWidth,
	headerSort: false
	},
	{
	title: 'Head',
	headerHozAlign: "center",
	field: "HeadFullname",
	// frozen: true,
	width: FullNameWidth,
	headerSort: false,
	resizable: true
	},
	{
	title: 'Schools',
	headerHozAlign: "center",
	field: "Schools",
	frozen: true,
	width: SchoolWidth
	}
	]
	} else if (['publications', 'publication', 'pubs', 'pub'].includes(searchEntity.toLowerCase())) {
	columnsInit = [
	{
	title: "Title",
	headerHozAlign: "center",
	field: "Title",
	formatter: addLinkPubID,
	frozen: true,
	width: 500
	},
	{
	title: "Schools",
	headerHozAlign: "center",
	headerSort: false,
	field: "Schools",
	// frozen:true,
	width: SchoolWidth,
	headerFilter: "list",
	headerFilterParams: {
	values: ["CDH", "CDM", "IC", "ENAC", "SB", "STI", "SV"],
	multiselect: true
	},
	headerFilterFunc: customHeaderFilter
	},
	{
	title: "Year",
	headerHozAlign: "center",
	field: "Year",
	frozen: true,
	width: yearWidth,
	headerFilter: "input",
	headerFilterPlaceholder: "YYYY-YYYY", // Add a placeholder
	headerFilterFunc: function (headerValue, rowValue, rowData, filterParams) {
	// split the headerValue into start and end year
	var years = headerValue.split('-');
	var startYear;
	var endYear;
	if (years.length === 1) {
	startYear = parseInt(years[0]);
	endYear = 3000;
	} else if (years.length === 2) {
	startYear = parseInt(years[0]);
	endYear = parseInt(years[1]);
	} else {
	return false;
	}

	return rowValue >= startYear && rowValue <= endYear;
	}
	}
	]
	}
	window.showToolTip = function (event, index, score) {
	setToolTipVisible(true);
	setToolTipContent(searchData['tableColumnsInRightOrder'][index] + ': ' + (score * 100).toFixed(2));
	}

	window.showToolTipMean = function (event, index, score) {
	setToolTipVisible(true);
	setToolTipContent('Mean: ' + (score * 100).toFixed(2));
	}



	window.hideToolTip = function () {
	setToolTipVisible(false);
	}




	columnsInit.push(
	{
	title: 'Mean', field: 'meanScore',
	// formatter: createScoresBarChartFormatter(setToolTipVisible, setToolTipContent, {
	// 'tableColumnsInRightOrder': ['Mean'],
	// }),
	formatter: rowFormatter,
	cellClick: handleMeanBarClick,
	headerSort: false,
	width: 100,
	download: false
	// widthGrow: 2,
	},
	)
	columnsInit.push(
	{
	title: 'Scores', field: 'scores',
	// formatter: createScoresBarChartFormatter(
	// setToolTipVisible,
	// setToolTipContent,
	// // tableColumnsInRightOrder,
	// searchData
	// ),
	formatter: rowFormatter,
	cellClick: handleBarClick,
	// Use the refactored logic in rowFormatter


	headerSort: false,
	download: false
	// widthGrow: 2,
	},
	)

	// tableColumnsInRightOrder.forEach((column, index) => {
	searchData['tableColumnsInRightOrder'].forEach((column, index) => {
	columnsInit.push({
	title: column,
	field: column,
	visible: false,
	download: true,
	})
	})


	return columnsInit
	}

	import {FontAwesomeIcon} from '@fortawesome/react-fontawesome';
	import {faInfo, faNewspaper} from '@fortawesome/free-solid-svg-icons';
	import {faLinkedin} from '@fortawesome/free-brands-svg-icons';
	import column from "tabulator-tables/src/js/core/column/Column";
	import {hide} from "react-modal/lib/helpers/ariaAppHider";

	function openModal(id) {
	const url = 'https://people.epfl.ch/' + id;
	window.open(url);
	}

	function openLinkedin(fullName) {
	const url = "https://www.linkedin.com/search/results/people/?keywords=" + fullName + " Lausanne";
	window.open(url);
	}

	function openMemento(fullName) {
	const nameArray = fullName.split(' ');
	let url = "https://memento.epfl.ch/epfl/?keywords=";
	for (const name of nameArray) {
	url += name + "+";
	}
	url = url.slice(0, url.length - 1);
	url += "&search=";
	window.open(url);
	}

	function openNews(fullName) {
	const nameArray = fullName.split(' ');
	let url = "https://news.epfl.ch/?keywords=";
	for (const name of nameArray) {
	url += name + "+";
	}
	url = url.slice(0, url.length - 1);
	url += "&search=Search";
	window.open(url);
	}

	function openGoogleNews(fullName) {
	const url = "https://news.google.com/search?q=" + fullName;
	window.open(url);
	}

	function linkIcons(cell, formatterParams) {
	const icons = (
	<div style={{display: 'flex'}}>
	<div style={{marginLeft: '3px'}}><FontAwesomeIcon icon={faInfo}/> {" "}</div>
	<div style={{marginLeft: '3px'}}><FontAwesomeIcon icon={faLinkedin}/> {" "}</div>
	<div style={{marginLeft: '3px'}}><FontAwesomeIcon icon={faNewspaper}/> {" "}</div>
	<div style={{marginLeft: '3px'}}><i className="fa fa-users"/> {" "}</div>
	<div style={{marginLeft: '3px'}}><i className="fa fa-bell"/></div>
	</div>
	);

	return ReactDOMServer.renderToString(icons);
	}


	const linkWidth = 100;
	const FullNameWidth = 300;
	const GenderWidth = 100;
	const PositionWidth = 200;
	const SchoolWidth = 100;
	const LabWidth = 100;
	const courseCodeWidth = 100;
	const LevelWidth = 100;
	const labIDWidth = 100;
	const yearWidth = 100;

	function addLinkCourseID(cell) {
	var cellValue = cell.getValue();
	return "<a href='https://search.epfl.ch/?filter=courses&q=" + cellValue + "' target='_blank'>" + cellValue + "</a>";
	}

	function addLinkLabID(cell) {
	var cellValue = cell.getValue();
	return "<a href='https://search.epfl.ch/?filter=unit&q=" + cellValue + "' target='_blank'>" + cellValue + "</a>";
	}

	function addLinkPubID(cell) {
	var cellValue = cell.getValue();
	let row = cell.getRow().getData();
	let id = row['ID']
	return "<a href='https://infoscience.epfl.ch/record/" + id + "' target='_blank'>" + cellValue + "</a>";
	}

	const reverseDicoTranslatePosition = {
	"Prof (PO)": "Professeur ordinaire",
	"Prof (PA)": "Professeur associé",
	"Prof (PATT)": "Professeur assistant tenure track",
	"Prof (PH)": "Professeur honoraire",
	"Prof (PT)": "Professeur titulaire",
	"MER": "Maître d'enseignement et de recherche",
	"Scientist": "Collaborateur scientifique",
	"PhD": "Assistant-doctorant",
	"PostDoc": "Post-Doctorant",
	"Engineer": "Ingénieur",
	"Assistant": "Assistant",
	"Lecturer": "Chargé de cours",
	"Unknown": "Unknown",

	}

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