Basic graph version
This commit is contained in:
Ruben van de Ven
commit
157bdef2ee
6 changed files with 782 additions and 0 deletions
3
.gitignore
vendored
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3
.gitignore
vendored
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semantic_data.json
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d3.v6.min.js
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.vscode/
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18
README.md
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18
README.md
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# SMW Graph
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This repository contains a script to pull semantic data out of Semantic Mediawiki and into a json. In turn, this json file can be loaded by graph.js to build a d3 graph.
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Built for [Security Vision](https://securityvision.io).
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## Installation
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```bash
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pip install -r requirements.txt
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wget https://d3js.org/d3.v6.min.js
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```
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## Update:
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```
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python wiki_relations.py
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```
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352
graph.js
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352
graph.js
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const CONFIG = {
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'nodeSize': 16,
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'baseUrl': 'https://www.securityvision.io/wiki/index.php/',
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'dataUrl': 'semantic_data.json',
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'labels': {
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'rotate': true,
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},
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};
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function getSizeForNode(node) {
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// if (node.hasOwnProperty('https://schema.org/thumbnailUrl')) return nodeSize;
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// if (weights[node['@id']]) return nodeSize * weights[node['@id']];
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// if (node['@id'] == firstNodeId) return nodeSize * 1.2;
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// // everynode has at least one link. these should equal 1
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// return nodeSize * (.7 + Math.min(20, linkMap[node['@id']].length) / 40);
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if (node.parent) {
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return 2;
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}
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return CONFIG.nodeSize;
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}
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function splitText(text) {
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var characters = [" ", "-", "_", '\xAD'];
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var charSplitPos = {};
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var mid = Math.floor(text.length / 2);
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var splitPos = false;
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var splitPosChar = false;
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// split sentences
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var _iteratorNormalCompletion6 = true;
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var _didIteratorError6 = false;
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var _iteratorError6 = undefined;
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try {
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for (var _iterator6 = characters[Symbol.iterator](), _step6; !(_iteratorNormalCompletion6 = (_step6 = _iterator6.next()).done); _iteratorNormalCompletion6 = true) {
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var char = _step6.value;
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if (text.indexOf(char) < 0) {
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continue;
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}
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var tmid = text.substr(0, mid).lastIndexOf(char);
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if (tmid === -1) {
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tmid = text.indexOf(char);
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}
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tmid += 1; // we want to cut _after_ the character
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// console.log("Char", char, tmid);
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if (splitPos === false || Math.abs(tmid - mid) < Math.abs(splitPos - mid)) {
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// console.log("least!");
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splitPos = tmid;
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splitPosChar = char;
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}
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}
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// console.log("pos",splitPos)
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} catch (err) {
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_didIteratorError6 = true;
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_iteratorError6 = err;
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} finally {
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try {
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if (!_iteratorNormalCompletion6 && _iterator6.return) {
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_iterator6.return();
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}
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} finally {
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if (_didIteratorError6) {
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throw _iteratorError6;
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}
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}
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}
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if (splitPos === false) {
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return false;
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}
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var text1 = text.substr(0, splitPos).trim();
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var text2 = text.substr(splitPos).trim();
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if (splitPosChar == '\xAD') {
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text1 += "-";
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}
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// find most equal split
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return [text1, text2];
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};
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function getTitle(obj) {
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if(obj.parent) {
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return "sub of " + obj.parent.split('#', 1)[0].replace('_', ' ');
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}
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return obj['@id'].split('#', 1)[0].replace('_', ' ');
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}
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function getClasses(obj) {
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if (!obj._INST)
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return 'node';
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const classes = obj['_INST'].map(classId => classId.split('#', 1)[0]);
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return 'node ' + classes.join(' ');
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}
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function getUrl(obj) {
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return CONFIG.baseUrl + obj['@id'].split('#', 1)[0];
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}
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let width = window.innerWidth;
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let height = window.innerHeight;
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const request = new Request(CONFIG.dataUrl, { method: 'GET' });
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fetch(request)
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.then(response => {
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if (response.status === 200) {
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return response.json();
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} else {
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throw new Error('Something went wrong on api server!');
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}
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})
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.then(data => {
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buildGraph(data);
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}).catch(error => {
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console.error(error);
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});
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function buildGraph(data) {
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console.log(data);
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const nodes = data.nodes.filter(n => n._INST || n.parent).map(d => Object.create(d));
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const nodeMap = Object.fromEntries(nodes.map(d => [d['@id'], d]));
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const links = data.links.filter(l => nodeMap[l.source] && nodeMap[l.target]).map(d => Object.create(d));
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const simulation = d3.forceSimulation(nodes)
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.force("link", d3.forceLink(links)
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.id(d => d['@id'])
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.iterations(2) // increase to make more rigid
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)
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.force("charge", d3.forceManyBody()
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.strength(-50)
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)
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.force("center", d3.forceCenter(width / 2, height / 2))
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.force("collision", d3.forceCollide(function (d) {
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return getSizeForNode(d) * 1.5; // avoid overlapping nodes
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}));
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const svg = d3.select("svg")
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.attr("viewBox", [0, 0, width, height]);
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const container = svg.append("g").attr("id", "container");
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const link = container.append("g")
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.attr('class', 'links')
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.selectAll(".link")
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.data(links)
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.join("g")
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.attr("class", "link")
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const linkLine = link
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.append("line").
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attr("marker-end", "url(#arrowHead)");
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const linkText = link.append("text").text(function (l) {
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return l.name;
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});
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const node = container.append("g")
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.attr('class', 'nodes')
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.selectAll(".node")
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.data(nodes)
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.join("g")
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.attr('class', getClasses)
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.call(drag(simulation))
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.on("click", (evt, n) => selectNode(evt, n, node))
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;
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node
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.append('circle')
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.attr("r", getSizeForNode)
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// .call(drag(simulation));
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var nodeTitle = node.append('text').attr("class", "nodeTitle").attr("y", "5");
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nodeTitle
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.each(function (node, nodes) {
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var textLength = void 0;
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const self = d3.select(this);
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const titleText = getTitle(node);
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var titleTexts = false;
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if (titleText.length > 20) {
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titleTexts = splitText(titleText);
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}
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if (titleTexts !== false) {
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const tspan1 = self.append("tspan").text(titleTexts[0]).attr("y", "-10").attr("x", "0");
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const tspan = self.append("tspan").text(titleTexts[1]).attr("y", "10").attr("x", "0");
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const textLength1 = tspan.node().getComputedTextLength();
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const textLength2 = tspan.node().getComputedTextLength();
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textLength = Math.max(textLength1, textLength2);
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} else {
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self.text(titleText);
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textLength = self.node().getComputedTextLength();
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}
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// scale according to text length:
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if (textLength > getSizeForNode(node) * 2) {
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self.attr('transform', 'scale(' + getSizeForNode(node) * 2 / textLength / 1.05 + ')');
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}
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});
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// node.append("title")
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// .text(d => d['@id']);
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svg.call(d3.zoom().scaleExtent([0.3, 6]).on("start", function () {
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svg.node().classList.add("dragging");
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}).on("end", function () {
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svg.node().classList.remove("dragging");
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}).on("zoom", function ({ transform }) {
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container.attr("transform", transform);
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}));
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simulation.on("tick", () => {
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data.nodes.forEach(function (d, idx) {
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d.leftX = d.rightX = d.x;
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// fix first node on center
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// if(idx === 0) {
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// d.fx = width/2;
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// d.fy = height/2;
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// return;
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// }
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});
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link
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.attr("x1", d => d.source.x)
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.attr("y1", d => d.source.y)
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.attr("x2", d => d.target.x)
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.attr("y2", d => d.target.y);
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linkLine.each(function (d) {
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var sourceX, targetX, midX, dx, dy, angle;
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// This mess makes the arrows exactly perfect.
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// thanks to http://bl.ocks.org/curran/9b73eb564c1c8a3d8f3ab207de364bf4
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if (d.source.x < d.target.x) {
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sourceX = d.source.x;
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targetX = d.target.x;
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} else if (d.target.x < d.source.x) {
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targetX = d.target.x;
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sourceX = d.source.x;
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} else if (d.target.isCircle) {
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targetX = sourceX = d.target.x;
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} else if (d.source.isCircle) {
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targetX = sourceX = d.source.x;
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} else {
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midX = (d.source.x + d.target.x) / 2;
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if (midX > d.target.x) {
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midX = d.target.x;
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} else if (midX > d.source.x) {
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midX = d.source.x;
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} else if (midX < d.target.x) {
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midX = d.target.x;
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} else if (midX < d.source.x) {
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midX = d.source.x;
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}
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targetX = sourceX = midX;
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}
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dx = targetX - sourceX;
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dy = d.target.y - d.source.y;
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angle = Math.atan2(dx, dy);
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/* DISABLED
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srcSize = (typeof nodePositions[d.source.index] != 'undefined') ? selectedNodeSize : nodeSize;
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tgtSize = (typeof nodePositions[d.target.index] != 'undefined') ? selectedNodeSize : nodeSize;
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*/
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var srcSize = getSizeForNode(d.source);
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var tgtSize = getSizeForNode(d.target);
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// Compute the line endpoint such that the arrow
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// is touching the edge of the node rectangle perfectly.
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d.sourceX = sourceX + Math.sin(angle) * srcSize;
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d.targetX = targetX - Math.sin(angle) * tgtSize;
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d.sourceY = d.source.y + Math.cos(angle) * srcSize;
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d.targetY = d.target.y - Math.cos(angle) * tgtSize;
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}).attr("x1", function (d) {
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return d.sourceX;
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}).attr("y1", function (d) {
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return d.sourceY;
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}).attr("x2", function (d) {
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return d.targetX;
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}).attr("y2", function (d) {
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return d.targetY;
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});
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linkText.attr("transform", function (d) {
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const dx = (d.target.x - d.source.x) / 2;
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const dy = (d.target.y - d.source.y) / 2;
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const x = d.source.x + dx;
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const y = d.source.y + dy;
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const deg = Math.atan(dy / dx) * 180 / Math.PI;
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// if dx/dy == 0/0 -> deg == NaN
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if (isNaN(deg)) {
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return "";
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}
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// return "";
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return "translate(" + x + " " + y + ") rotate(" + (CONFIG.labels.rotate ? deg : 0) + ")";
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});
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node
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.attr("transform", d => `translate(${d.x}, ${d.y})`);
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});
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return svg.node();
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}
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color = _ => {
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const scale = d3.scaleOrdinal(d3.schemeCategory10);
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return d => scale(d.group);
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};
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const drag = simulation => {
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function dragstarted(event) {
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if (!event.active) simulation.alphaTarget(0.3).restart();
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event.subject.fx = event.subject.x;
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event.subject.fy = event.subject.y;
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}
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function dragged(event) {
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event.subject.fx = event.x;
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event.subject.fy = event.y;
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}
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function dragended(event) {
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if (!event.active) simulation.alphaTarget(0);
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event.subject.fx = null;
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event.subject.fy = null;
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}
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return d3.drag()
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.on("start", dragstarted)
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.on("drag", dragged)
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.on("end", dragended);
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};
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function selectNode(evt, node, d3Node){
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console.log(evt, node, d3Node);
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document.querySelectorAll('svg .node').forEach(n => n.classList.remove('selected'));
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d3Node._groups[0][node.index].classList.add('selected');
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infoEl = document.getElementById('nodeInfo');
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infoEl.classList.remove('hidden');
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infoEl.querySelector('.nodeTitle').textContent = getTitle(node);
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infoEl.querySelector('.nodeContents').src = getUrl(node);
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}
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document.getElementById('closeInfo').addEventListener('click', (evt) => {
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document.querySelectorAll('svg .node').forEach(n => n.classList.remove('selected'));
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document.getElementById('nodeInfo').classList.add('hidden');
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})
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168
index.html
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168
index.html
Normal file
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Security Vision Semantic Graph</title>
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<style>
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:root{
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--color1: #f94144;
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--color2: #f3722c;
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--color3: #f8961e;
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/* --color4: #f9844a; */
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--color5: #f9c74f;
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--color6: #90be6d;
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--color7: #43aa8b;
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--color8: #4d908e;
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--color9: #577590;
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--color10: #277da1;
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--hover-color: var(--color1);
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--selected-color: var(--color1);
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--selected-color: var(--color1);
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}
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body {
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||||
margin: 0;
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||||
overflow: hidden;
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background: #333;
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font-family: sans-serif;
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}
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svg {
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cursor: grab;
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font-family: sans-serif;
|
||||
}
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||||
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||||
svg.dragging {
|
||||
cursor: grabbing;
|
||||
}
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||||
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||||
svg .links line{
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||||
stroke: lightgray;
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||||
stroke-width: 1;
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||||
}
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||||
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||||
.links text{
|
||||
/* display:none; */
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||||
font-size:5pt;
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||||
text-anchor: middle;
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||||
fill: whitesmoke;
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||||
}
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||||
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||||
.node text{
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||||
text-anchor: middle;
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||||
}
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||||
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||||
.node circle{
|
||||
fill: white;
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||||
}
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||||
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||||
.node:hover{
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||||
cursor: pointer;
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||||
}
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||||
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||||
.node:hover circle{
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||||
stroke: var(--hover-color);
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||||
stroke-width: 5px;
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||||
}
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||||
.node.selected circle{
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||||
stroke: var(--selected-color);
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||||
stroke-width: 5px;
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||||
}
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||||
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||||
.node.Person circle {
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||||
fill: lightgreen
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||||
}
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||||
.node.Technology circle {
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||||
fill: lightcoral;
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||||
}
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||||
.node.Deployment circle {
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||||
fill: lightblue;
|
||||
}
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||||
.node.Institution circle {
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||||
fill: lightgoldenrodyellow
|
||||
}
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||||
.node.Dataset circle {
|
||||
fill: plum
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||||
}
|
||||
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||||
/* .node.Person circle {
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||||
fill: var(--color2)
|
||||
}
|
||||
.node.Technology circle {
|
||||
fill: var(--color3);
|
||||
}
|
||||
.node.Deployment circle {
|
||||
fill: var(--color5);
|
||||
}
|
||||
.node.Institution circle {
|
||||
fill: var(--color6)
|
||||
}
|
||||
.node.Dataset circle {
|
||||
fill: var(--color7)
|
||||
} */
|
||||
|
||||
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||||
#nodeInfo{
|
||||
position: fixed;
|
||||
display:block;
|
||||
right:20px;
|
||||
bottom:20px;
|
||||
background:white;
|
||||
padding: 10px;
|
||||
border: solid 1px #ccc;
|
||||
}
|
||||
|
||||
#nodeInfo.hidden{
|
||||
display:none;
|
||||
}
|
||||
|
||||
#nodeInfo h2{
|
||||
margin: 0;
|
||||
padding: 0;
|
||||
}
|
||||
|
||||
#nodeInfo iframe{
|
||||
width: 50vw;
|
||||
height: calc(100vh - 40px - 20px - 30px);
|
||||
}
|
||||
|
||||
#closeInfo{
|
||||
cursor: pointer;
|
||||
position: absolute;
|
||||
right: 10px;
|
||||
top: 10px;
|
||||
}
|
||||
|
||||
#closeInfo:hover{
|
||||
color: var(--hover-color);
|
||||
}
|
||||
</style>
|
||||
</head>
|
||||
|
||||
<body>
|
||||
|
||||
<svg id='graph'>
|
||||
<defs>
|
||||
<marker markerHeight="4" markerWidth="4" refY="0" refX="6" viewBox="0 -3 8 6" preserveAspectRatio="none" orient="auto" id="arrowHead" fill="lightgray"><path d="M0,-3L8,0L0,3"></path></marker>
|
||||
<marker markerHeight="4" markerWidth="4" refY="0" refX="6" viewBox="0 -3 8 6" preserveAspectRatio="none" orient="auto" id="arrowHeadSelected"><path d="M0,-3L8,0L0,3" fill="white"></path></marker>
|
||||
</defs>
|
||||
|
||||
</svg>
|
||||
|
||||
<div id="nodeInfo" class='hidden'>
|
||||
<h2 class='nodeTitle'></h2>
|
||||
<div id='closeInfo'>×</div>
|
||||
<iframe class='nodeContents'></iframe>
|
||||
</div>
|
||||
</body>
|
||||
|
||||
|
||||
<!-- <script src="https://d3js.org/d3.v6.min.js"></script> -->
|
||||
<script src="d3.v6.min.js"></script>
|
||||
<script src="graph.js"></script>
|
||||
|
||||
</html>
|
||||
3
requirements.txt
Normal file
3
requirements.txt
Normal file
|
|
@ -0,0 +1,3 @@
|
|||
tqdm
|
||||
requests
|
||||
|
||||
238
wiki_relations.py
Normal file
238
wiki_relations.py
Normal file
|
|
@ -0,0 +1,238 @@
|
|||
import urllib.request, json
|
||||
import logging
|
||||
import requests
|
||||
import argparse
|
||||
import datetime
|
||||
import tqdm
|
||||
|
||||
|
||||
|
||||
logger = logging.getLogger('wiki')
|
||||
|
||||
default_categories = [
|
||||
'Person',
|
||||
'Institution',
|
||||
'Technology',
|
||||
'Deployment',
|
||||
'Dataset',
|
||||
]
|
||||
|
||||
username = "Ruben2@SemanticGraphFetcher"
|
||||
password = "bdqjse4jodn34rbj73l0agrtb306v693"
|
||||
|
||||
parser = argparse.ArgumentParser(description='Turn wiki into nodes & links, usable by d3-force.')
|
||||
parser.add_argument('--categories', metavar='categories', default=default_categories, nargs='+',
|
||||
help='Categories')
|
||||
parser.add_argument('--url', default="https://www.securityvision.io/wiki/api.php",
|
||||
help='Wiki API URL')
|
||||
parser.add_argument('--output', default="semantic_data.json",
|
||||
help='Output JSON file')
|
||||
|
||||
args = parser.parse_args()
|
||||
|
||||
|
||||
def get_session():
|
||||
S = requests.Session()
|
||||
|
||||
URL = args.url
|
||||
|
||||
# Retrieve login token first
|
||||
PARAMS_0 = {
|
||||
'action':"query",
|
||||
'meta':"tokens",
|
||||
'type':"login",
|
||||
'format':"json"
|
||||
}
|
||||
|
||||
R = S.get(url=URL, params=PARAMS_0)
|
||||
DATA = R.json()
|
||||
logger.debug(DATA)
|
||||
LOGIN_TOKEN = DATA['query']['tokens']['logintoken']
|
||||
|
||||
logger.debug(LOGIN_TOKEN)
|
||||
|
||||
# Send a post request to login. Using the main account for login is not
|
||||
# supported. Obtain credentials via Special:BotPasswords
|
||||
# (https://www.mediawiki.org/wiki/Special:BotPasswords) for lgname & lgpassword
|
||||
|
||||
PARAMS_1 = {
|
||||
'action':"login",
|
||||
'lgname':username,
|
||||
'lgpassword': password,
|
||||
'lgtoken':LOGIN_TOKEN,
|
||||
'format':"json"
|
||||
}
|
||||
|
||||
R = S.post(URL, data=PARAMS_1)
|
||||
DATA = R.json()
|
||||
|
||||
logger.debug(DATA)
|
||||
if DATA['login']['result'] != 'Success':
|
||||
raise Exception("Failed logging in")
|
||||
|
||||
return S
|
||||
|
||||
def getPagesForCategory(category, session):
|
||||
logging.info(f"Get pages in category: {category}")
|
||||
pages = []
|
||||
|
||||
baseurl = f"{args.url}?action=query&list=categorymembers&cmtitle=Category:{category}&format=json"
|
||||
params = {
|
||||
'action': 'query',
|
||||
'list': 'categorymembers',
|
||||
'cmtitle': f'Category:{category}',
|
||||
'format': 'json'
|
||||
}
|
||||
while True:
|
||||
logger.debug(args.url, params)
|
||||
response = session.post(args.url, data=params)
|
||||
data = response.json()
|
||||
try:
|
||||
logger.debug(f"Fetched {len(data['query']['categorymembers'])} of category {category}")
|
||||
pages.extend(data['query']['categorymembers'])
|
||||
except Exception as e:
|
||||
logger.error(data)
|
||||
raise e
|
||||
if 'continue' not in data:
|
||||
break
|
||||
params['cmcontinue'] = data['continue']['cmcontinue']
|
||||
|
||||
return pages
|
||||
|
||||
def getPropertiesForPages(pages, session, collection):
|
||||
for page in tqdm.tqdm(pages):
|
||||
links = getPropertiesForPage(page, session, collection)
|
||||
|
||||
def getPropertiesForPage(page, session, collection):
|
||||
links = []
|
||||
params = {
|
||||
'action': 'smwbrowse',
|
||||
'browse': 'subject',
|
||||
'format': 'json',
|
||||
'params': json.dumps({
|
||||
'subject': page['title'],
|
||||
'ns': page['ns'],
|
||||
"iw": ""
|
||||
})
|
||||
}
|
||||
response = session.post(args.url, data=params)
|
||||
data = response.json()
|
||||
|
||||
# subject:
|
||||
# data:
|
||||
# sobj: subobjects
|
||||
# print(data['query']['data'])
|
||||
# Types:
|
||||
# - 2: Text/String
|
||||
# - 6: Date
|
||||
# - 9: Page
|
||||
|
||||
subjectId = data['query']['subject']
|
||||
for rel in data['query']['data']:
|
||||
addToCollection(subjectId, rel, collection)
|
||||
|
||||
if 'sobj' not in data['query']:
|
||||
return
|
||||
|
||||
for sub_obj in data['query']['sobj']:
|
||||
subSubjectId = sub_obj['subject']
|
||||
for rel in sub_obj['data']:
|
||||
addToCollection(subSubjectId, rel, collection, subjectId)
|
||||
|
||||
|
||||
def addToCollection(subjectId, rel, collection, isSubObjOf = None):
|
||||
if rel['property'] in ["_SKEY", "_MDAT", "_ASKDE", "_ASKSI"]:
|
||||
logger.debug(f"Skipping {rel['property']} for {subjectId}")
|
||||
return
|
||||
|
||||
if subjectId not in collection['nodes']:
|
||||
collection['nodes'][subjectId] = getObjForSubject(subjectId)
|
||||
|
||||
if isSubObjOf:
|
||||
collection['nodes'][subjectId]['parent'] = isSubObjOf
|
||||
|
||||
for data in rel['dataitem']:
|
||||
addDataitemToCollection(subjectId, rel['property'], data, collection)
|
||||
|
||||
def addDataitemToCollection(subjectId, prop, data, collection):
|
||||
# 2: Number (float or int) - keep string
|
||||
# 2: string - keep string
|
||||
# 5: url - keep string
|
||||
# 6: date(time) : various resolutions 1/2021/3/1/21/54/54/0 or 1/2020
|
||||
if data['type'] == 1 or data['type'] == 2 or data['type'] == 5 or data['type'] == 6:
|
||||
if prop not in collection['nodes'][subjectId]:
|
||||
collection['nodes'][subjectId][prop] = []
|
||||
value = data['item']
|
||||
if data['type'] == 6:
|
||||
parts = value.split("/")
|
||||
if parts[0] == "2":
|
||||
logger.warning(f"Date string seems to be Julian Calendar, not supported but ignored for '{subjectId}'? {parts}")
|
||||
elif parts[0] != "1":
|
||||
logger.error(f"Date seems invallid for '{subjectId}'? {parts}")
|
||||
del parts[0]
|
||||
value = "/".join(parts)
|
||||
# parts = [int(p) for p in parts]
|
||||
# value = datetime.datetime(*parts).isoformat()
|
||||
|
||||
collection['nodes'][subjectId][prop].append(value)
|
||||
# page (thus: a link/relationship)
|
||||
elif data['type'] == 9:
|
||||
if prop == '_INST':
|
||||
# Category shouldn't be mapped as link for us
|
||||
if prop not in collection['nodes'][subjectId]:
|
||||
collection['nodes'][subjectId][prop] = []
|
||||
collection['nodes'][subjectId][prop].append(data['item'])
|
||||
elif prop in ['_ERRC', '_ERRP', '_ERRC']:
|
||||
logger.warning(f"Error on page {subjectId}: {data}")
|
||||
if prop not in collection['nodes'][subjectId]:
|
||||
collection['nodes'][subjectId][prop] = []
|
||||
collection['nodes'][subjectId][prop].append(json.dumps(data))
|
||||
else:
|
||||
if data['item'] not in collection['nodes']:
|
||||
collection['nodes'][data['item']] = getObjForSubject(data['item'])
|
||||
collection['links'].append({
|
||||
'source': subjectId,
|
||||
'target': data['item'],
|
||||
'name': prop
|
||||
})
|
||||
else:
|
||||
logger.error(f"Unknown type: {data['type']}: {prop} : {data}")
|
||||
|
||||
def getObjForSubject(sub):
|
||||
obj = {
|
||||
'@id': sub,
|
||||
}
|
||||
|
||||
return obj
|
||||
|
||||
if __name__ == "__main__":
|
||||
logger.setLevel(logging.INFO)
|
||||
session = get_session()
|
||||
collection = {'nodes': {}, 'links': []}
|
||||
|
||||
for category in args.categories:
|
||||
logger.info(f"Fetch pages for category '{category}'")
|
||||
pages = getPagesForCategory(category, session)
|
||||
logger.info(f"Pages in category '{category}': {len(pages)}")
|
||||
getPropertiesForPages(pages, session, collection)
|
||||
|
||||
custompage = {
|
||||
'title': 'Resources',
|
||||
'ns': 0
|
||||
}
|
||||
getPropertiesForPages([custompage], session, collection)
|
||||
|
||||
|
||||
# [{'property': 'Based_in', 'dataitem': [{'type': 9, 'item': 'Berlin#0##'}]}, {'property': 'WikidataID', 'dataitem': [{'type': 2, 'item': 'Q57168389'}]}, {'property': '_INST', 'dataitem': [{'type': 9, 'item': 'Person#14##'}]}, {'property': '_MDAT', 'dataitem': [{'type': 6, 'item': '1/2021/3/1/21/13/7/0'}]}, {'property': '_SKEY', 'dataitem': [{'type': 2, 'item': 'Adam Harvey'}]}]
|
||||
|
||||
|
||||
logger.info(f"Nodes: {len(collection['nodes'])} Links: {len(collection['links'])}")
|
||||
|
||||
|
||||
# convert to list
|
||||
collection['nodes'] = list(collection['nodes'].values())
|
||||
|
||||
logger.info(f"Write to {args.output}")
|
||||
with open(args.output, 'w') as fp:
|
||||
json.dump(collection, fp)
|
||||
|
||||
Loading…
Reference in a new issue