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- db2: {54: 445.06616939812926, lb1: 70.71067811865476},
- db3: {54: 1158.5442884850133, 64: 486.7536481150631, rb3: 70.71067811865476},
- lb1: {db2: 70.71067811865476, lb4: 814},
- lb4: {lb1: 814, ub1: 70.71067811865476},
- player: {43: 424.2989071724448, 49: 356.16663709256125, 91: 350.04622145258276, 98: 430.38030020191263, 114: 406.2603301787468, 168: 660.6320632458752},
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- rb4: {105: 218.56615168137122, ub4: 70.71067811865476},
- ub1: {lb4: 70.71067811865476, ub4: 1596},
- ub4: {ub1: 1596, rb4: 70.71067811865476},
- }
- class Comparator {
- /**
- * @param {function(a: *, b: *)} [compareFunction] - It may be custom compare function that, let's
- * say may compare custom objects together.
- */
- constructor(compareFunction) {
- this.compare = compareFunction || Comparator.defaultCompareFunction;
- }
- /**
- * Default comparison function. It just assumes that "a" and "b" are strings or numbers.
- * @param {(string|number)} a
- * @param {(string|number)} b
- * @returns {number}
- */
- static defaultCompareFunction(a, b) {
- if (a === b) {
- return 0;
- }
- return a < b ? -1 : 1;
- }
- /**
- * Checks if two variables are equal.
- * @param {*} a
- * @param {*} b
- * @return {boolean}
- */
- equal(a, b) {
- return this.compare(a, b) === 0;
- }
- /**
- * Checks if variable "a" is less than "b".
- * @param {*} a
- * @param {*} b
- * @return {boolean}
- */
- lessThan(a, b) {
- return this.compare(a, b) < 0;
- }
- /**
- * Checks if variable "a" is greater than "b".
- * @param {*} a
- * @param {*} b
- * @return {boolean}
- */
- greaterThan(a, b) {
- return this.compare(a, b) > 0;
- }
- /**
- * Checks if variable "a" is less than or equal to "b".
- * @param {*} a
- * @param {*} b
- * @return {boolean}
- */
- lessThanOrEqual(a, b) {
- return this.lessThan(a, b) || this.equal(a, b);
- }
- /**
- * Checks if variable "a" is greater than or equal to "b".
- * @param {*} a
- * @param {*} b
- * @return {boolean}
- */
- greaterThanOrEqual(a, b) {
- return this.greaterThan(a, b) || this.equal(a, b);
- }
- /**
- * Reverses the comparison order.
- */
- reverse() {
- const compareOriginal = this.compare;
- this.compare = (a, b) => compareOriginal(b, a);
- }
- }
- /**
- * Parent class for Min and Max Heaps.
- */
- class Heap {
- /**
- * @constructs Heap
- * @param {Function} [comparatorFunction]
- */
- constructor(comparatorFunction) {
- if (new.target === Heap) {
- throw new TypeError('Cannot construct Heap instance directly');
- }
- // Array representation of the heap.
- this.heapContainer = [];
- this.compare = new Comparator(comparatorFunction);
- this.indexes = new Map();
- }
- /**
- * @param {number} parentIndex
- * @return {number}
- */
- getLeftChildIndex(parentIndex) {
- return (2 * parentIndex) + 1;
- }
- /**
- * @param {number} parentIndex
- * @return {number}
- */
- getRightChildIndex(parentIndex) {
- return (2 * parentIndex) + 2;
- }
- /**
- * @param {number} childIndex
- * @return {number}
- */
- getParentIndex(childIndex) {
- return Math.floor((childIndex - 1) / 2);
- }
- /**
- * @param {number} childIndex
- * @return {boolean}
- */
- hasParent(childIndex) {
- return this.getParentIndex(childIndex) >= 0;
- }
- /**
- * @param {number} parentIndex
- * @return {boolean}
- */
- hasLeftChild(parentIndex) {
- return this.getLeftChildIndex(parentIndex) < this.heapContainer.length;
- }
- /**
- * @param {number} parentIndex
- * @return {boolean}
- */
- hasRightChild(parentIndex) {
- return this.getRightChildIndex(parentIndex) < this.heapContainer.length;
- }
- /**
- * @param {number} parentIndex
- * @return {*}
- */
- leftChild(parentIndex) {
- return this.heapContainer[this.getLeftChildIndex(parentIndex)];
- }
- /**
- * @param {number} parentIndex
- * @return {*}
- */
- rightChild(parentIndex) {
- return this.heapContainer[this.getRightChildIndex(parentIndex)];
- }
- /**
- * @param {number} childIndex
- * @return {*}
- */
- parent(childIndex) {
- return this.heapContainer[this.getParentIndex(childIndex)];
- }
- /**
- * @param {number} indexOne
- * @param {number} indexTwo
- */
- swap(indexOne, indexTwo) {
- const tmp = this.heapContainer[indexTwo];
- this.heapContainer[indexTwo] = this.heapContainer[indexOne];
- this.indexes.set(this.heapContainer[indexOne], indexTwo)
- this.heapContainer[indexOne] = tmp;
- this.indexes.set(tmp, indexOne)
- }
- /**
- * @return {*}
- */
- peek() {
- if (this.heapContainer.length === 0) {
- return null;
- }
- return this.heapContainer[0];
- }
- /**
- * @return {*}
- */
- poll() {
- if (this.heapContainer.length === 0) {
- return null;
- }
- if (this.heapContainer.length === 1) {
- this.indexes.delete(this.heapContainer[0])
- return this.heapContainer.pop();
- }
- const item = this.heapContainer[0];
- this.indexes.delete(item)
- // Move the last element from the end to the head.
- this.heapContainer[0] = this.heapContainer.pop();
- this.indexes.set(this.heapContainer[0], 0);
- this.heapifyDown();
- return item;
- }
- /**
- * @param {*} item
- * @return {Heap}
- */
- add(item) {
- this.heapContainer.push(item);
- this.indexes.set(item, this.heapContainer.length-1)
- this.heapifyUp();
- return this;
- }
- /**
- * @param {*} item
- * @param {Comparator} [comparator]
- * @return {Heap}
- */
- remove(item, comparator = this.compare) {
- // Find number of items to remove.
- const numberOfItemsToRemove = this.find(item, comparator).length;
- for (let iteration = 0; iteration < numberOfItemsToRemove; iteration += 1) {
- // We need to find item index to remove each time after removal since
- // indices are being changed after each heapify process.
- const indexToRemove = this.find(item, comparator).pop();
- // If we need to remove last child in the heap then just remove it.
- // There is no need to heapify the heap afterwards.
- if (indexToRemove === (this.heapContainer.length - 1)) {
- this.heapContainer.pop();
- } else {
- // Move last element in heap to the vacant (removed) position.
- this.heapContainer[indexToRemove] = this.heapContainer.pop();
- this.indexes.set(this.heapContainer[indexToRemove], indexToRemove);
- // Get parent.
- const parentItem = this.parent(indexToRemove);
- // If there is no parent or parent is in correct order with the node
- // we're going to delete then heapify down. Otherwise heapify up.
- if (
- this.hasLeftChild(indexToRemove)
- && (
- !parentItem
- || this.pairIsInCorrectOrder(parentItem, this.heapContainer[indexToRemove])
- )
- ) {
- this.heapifyDown(indexToRemove);
- } else {
- this.heapifyUp(indexToRemove);
- }
- }
- this.indexes.delete(item)
- }
- return this;
- }
- /**
- * @param {*} item
- * @param {Comparator} [comparator]
- * @return {Number[]}
- */
- find(item, comparator = this.compare) {
- /*
- const foundItemIndices = [];
- for (let itemIndex = 0; itemIndex < this.heapContainer.length; itemIndex += 1) {
- if (comparator.equal(item, this.heapContainer[itemIndex])) {
- foundItemIndices.push(itemIndex);
- }
- }
- return foundItemIndices;
- */
- var foundItemIndices = [];
- var index = this.indexes.get(item)
- if (index != undefined && index != null) {
- foundItemIndices.push(index)
- }
- return foundItemIndices
- }
- /**
- * @return {boolean}
- */
- isEmpty() {
- return !this.heapContainer.length;
- }
- /**
- * @return {string}
- */
- toString() {
- return this.heapContainer.toString();
- }
- /**
- * @param {number} [customStartIndex]
- */
- heapifyUp(customStartIndex) {
- // Take the last element (last in array or the bottom left in a tree)
- // in the heap container and lift it up until it is in the correct
- // order with respect to its parent element.
- let currentIndex = customStartIndex || this.heapContainer.length - 1;
- while (
- this.hasParent(currentIndex)
- && !this.pairIsInCorrectOrder(this.parent(currentIndex), this.heapContainer[currentIndex])
- ) {
- this.swap(currentIndex, this.getParentIndex(currentIndex));
- currentIndex = this.getParentIndex(currentIndex);
- }
- }
- /**
- * @param {number} [customStartIndex]
- */
- heapifyDown(customStartIndex = 0) {
- // Compare the parent element to its children and swap parent with the appropriate
- // child (smallest child for MinHeap, largest child for MaxHeap).
- // Do the same for next children after swap.
- let currentIndex = customStartIndex;
- let nextIndex = null;
- while (this.hasLeftChild(currentIndex)) {
- if (
- this.hasRightChild(currentIndex)
- && this.pairIsInCorrectOrder(this.rightChild(currentIndex), this.leftChild(currentIndex))
- ) {
- nextIndex = this.getRightChildIndex(currentIndex);
- } else {
- nextIndex = this.getLeftChildIndex(currentIndex);
- }
- if (this.pairIsInCorrectOrder(
- this.heapContainer[currentIndex],
- this.heapContainer[nextIndex],
- )) {
- break;
- }
- this.swap(currentIndex, nextIndex);
- currentIndex = nextIndex;
- }
- }
- /**
- * Checks if pair of heap elements is in correct order.
- * For MinHeap the first element must be always smaller or equal.
- * For MaxHeap the first element must be always bigger or equal.
- *
- * @param {*} firstElement
- * @param {*} secondElement
- * @return {boolean}
- */
- /* istanbul ignore next */
- pairIsInCorrectOrder(firstElement, secondElement) {
- throw new Error(`
- You have to implement heap pair comparision method
- for ${firstElement} and ${secondElement} values.
- `);
- }
- }
- class MinHeap extends Heap {
- /**
- * Checks if pair of heap elements is in correct order.
- * For MinHeap the first element must be always smaller or equal.
- * For MaxHeap the first element must be always bigger or equal.
- *
- * @param {*} firstElement
- * @param {*} secondElement
- * @return {boolean}
- */
- pairIsInCorrectOrder(firstElement, secondElement) {
- return this.compare.lessThanOrEqual(firstElement, secondElement);
- }
- }
- // It is the same as min heap except that when comparing two elements
- // we take into account its priority instead of the element's value.
- class PriorityQueue extends MinHeap {
- constructor() {
- // Call MinHip constructor first.
- super();
- // Setup priorities map.
- this.priorities = new Map();
- // Use custom comparator for heap elements that will take element priority
- // instead of element value into account.
- this.compare = new Comparator(this.comparePriority.bind(this));
- }
- /**
- * Add item to the priority queue.
- * @param {*} item - item we're going to add to the queue.
- * @param {number} [priority] - items priority.
- * @return {PriorityQueue}
- */
- add(item, priority = 0) {
- this.priorities.set(item, priority);
- super.add(item);
- return this;
- }
- /**
- * Remove item from priority queue.
- * @param {*} item - item we're going to remove.
- * @param {Comparator} [customFindingComparator] - custom function for finding the item to remove
- * @return {PriorityQueue}
- */
- remove(item, customFindingComparator) {
- super.remove(item, customFindingComparator);
- this.priorities.delete(item);
- return this;
- }
- /**
- * Change priority of the item in a queue.
- * @param {*} item - item we're going to re-prioritize.
- * @param {number} priority - new item's priority.
- * @return {PriorityQueue}
- */
- changePriority(item, priority) {
- this.remove(item, new Comparator(this.compareValue));
- this.add(item, priority);
- return this;
- }
- /**
- * Find item by ite value.
- * @param {*} item
- * @return {Number[]}
- */
- findByValue(item) {
- return this.find(item, new Comparator(this.compareValue));
- }
- /**
- * Check if item already exists in a queue.
- * @param {*} item
- * @return {boolean}
- */
- hasValue(item) {
- //try {
- return this.findByValue(item).length > 0;
- //} catch (Error) {
- // console.log(item, this)
- // throw (Error)
- //}
- }
- /**
- * Compares priorities of two items.
- * @param {*} a
- * @param {*} b
- * @return {number}
- */
- comparePriority(a, b) {
- if (this.priorities.get(a) === this.priorities.get(b)) {
- return 0;
- }
- return this.priorities.get(a) < this.priorities.get(b) ? -1 : 1;
- }
- /**
- * Compares values of two items.
- * @param {*} a
- * @param {*} b
- * @return {number}
- */
- compareValue(a, b) {
- if (a === b) {
- return 0;
- }
- return a < b ? -1 : 1;
- }
- }
- var findShortestPath = (graph, startNode, endNode) => {
- var distances = new Map();
- var parents = new Map();
- var queue = new PriorityQueue();
- queue.add(startNode, 0);
- distances.set(startNode, 0);
- distances.set(endNode, Infinity)
- parents.set(endNode, null)
- /*
- for (var child of graph[startNode].keys()) {
- distances.set(child, graph[startNode].get(child))
- }
- */
- // collect visited nodes
- var visited = {};
- visited[startNode] = true;
- // find the nearest node
- var node = queue.poll();
- //console.log('first_node', node)
- // for that node:
- while (node != null) {
- //console.log('current_node', node)
- // find its distance from the start node & its child nodes
- var distance = distances.get(node);
- var children = graph[node];
- //console.log("node's distance:", distance)
- //console.log("node's children:", children)
- // for each of those child nodes:
- for (var child of children.entries()) {
- // save the distance from the start node to the child node
- var newdistance = distance + child[1];
- // if there's no recorded distance from the start node to the child node in the distances object
- // or if the recorded distance is shorter than the previously stored distance from the start node to the child node
- // console.log(distances.get(child[0]) )
- if (distances.get(child[0]) == undefined || distances.get(child[0]) > newdistance) {
- // save the distance to the object
- distances.set(child[0], newdistance);
- // record the path
- parents.set(child[0], node);
- if (queue.hasValue(child[0])) {
- queue.changePriority(child[0], newdistance);
- } else if (visited[child[0]] != true) {
- queue.add(child[0], newdistance);
- }
- }
- }
- // move the current node to the visited set
- visited[node] = true;
- // move to the nearest neighbor node
- node = queue.poll()
- //console.log(node)
- }
- // using the stored paths from start node to end node
- // record the shortest path
- //console.log("distances", distances)
- //console.log("parents:", parents)
- var shortestPath = [endNode];
- var parent = parents.get(endNode);
- while (parent != undefined) {
- shortestPath.push(parent);
- parent = parents.get(parent);
- //console.log(parent)
- }
- shortestPath.reverse();
- //this is the shortest path
- var results = {
- distance: distances.get(endNode),
- path: shortestPath,
- //all_distances: distances
- };
- // return the shortest path & the end node's distance from the start node
- return results;
- };
- var vertices = [
- {"name":"lb1","x":-78,"y":782,"type":""},
- {"name":"lb4","x":-78,"y":-28,"type":""},
- {"name":"ub1","x":-28,"y":-78,"type":""},
- {"name":"ub4","x":1564,"y":-78,"type":""},
- {"name":"rb3","x":1614,"y":782,"type":""},
- {"name":"rb4","x":1614,"y":-28.000000000000004,"type":""},
- {"name":"db2","x":-28.000000000000004,"y":832,"type":""},
- {"name":"db3","x":1564,"y":832,"type":""},
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- {"name":"202","x":753.7849530110408,"y":566.5862191571822,"type":""},"var",803.2044974295419],[{"name":"2585","x":171,"y":122,"type":"allie"},
- {"name":"42","x":330.03278712652036,"y":515.630766872967,"type":""},"var",424.5428223515612],[{"name":"2585","x":171,"y":122,"type":"allie"},
- {"name":"47","x":445.45190983550566,"y":435.1121553399702,"type":""},"var",416.3689141062264],[{"name":"2585","x":171,"y":122,"type":"allie"},
- {"name":"76","x":171.05450927611957,"y":258.5,"type":""},"var",136.50001088374017],[{"name":"2585","x":171,"y":122,"type":"allie"},
- {"name":"108","x":739.9317787891991,"y":577.1821768213507,"type":""},"var",728.6111329180097],[{"name":"2585","x":171,"y":122,"type":"allie"},
- {"name":"133","x":398.17568154809004,"y":257.62855986310973,"type":""},"var",264.5824947674739],[{"name":"2585","x":171,"y":122,"type":"allie"},
- {"name":"139","x":515.1806255315042,"y":133.68629690793205,"type":""},"var",344.37896644057383],[{"name":"2585","x":171,"y":122,"type":"allie"},
- {"name":"147","x":352.5,"y":659.5222821435042,"type":""},"var",567.3380419121927],[{"name":"2585","x":171,"y":122,"type":"allie"},
- {"name":"184","x":341.2680071961894,"y":127.34682266872501,"type":""},"var",170.35193802012466],[{"name":"2585","x":171,"y":122,"type":"allie"},
- {"name":"181","x":134.78580515724664,"y":60.46868693984838,"type":""},"var",71.39727162164735],[{"name":"2585","x":171,"y":122,"type":"allie"},
- {"name":"202","x":753.7849530110408,"y":566.5862191571822,"type":""},"var",733.0042344492691],[{"name":"826","x":282.7074737051315,"y":131.6151843718972,"type":"enemy"},
- {"name":"42","x":330.03278712652036,"y":515.630766872967,"type":""},"var",386.9207320551183],[{"name":"826","x":282.7074737051315,"y":131.6151843718972,"type":"enemy"},
- {"name":"47","x":445.45190983550566,"y":435.1121553399702,"type":""},"var",344.37793610826577],[{"name":"826","x":282.7074737051315,"y":131.6151843718972,"type":"enemy"},
- {"name":"70","x":37.217342303215354,"y":217.1174594675131,"type":""},"var",259.95392603739697],[{"name":"826","x":282.7074737051315,"y":131.6151843718972,"type":"enemy"},
- {"name":"75","x":166.02128916605224,"y":283.66610055033675,"type":""},"var",191.66415098549578],[{"name":"826","x":282.7074737051315,"y":131.6151843718972,"type":"enemy"},
- {"name":"103","x":595.4652089690093,"y":688.0631887154559,"type":""},"var",638.3194987663459],[{"name":"826","x":282.7074737051315,"y":131.6151843718972,"type":"enemy"},
- {"name":"124","x":1263.7630953106393,"y":140.1330341312416,"type":""},"var",981.0925983047125],[{"name":"826","x":282.7074737051315,"y":131.6151843718972,"type":"enemy"},
- {"name":"133","x":398.17568154809004,"y":257.62855986310973,"type":""},"var",170.91599639926625],[{"name":"826","x":282.7074737051315,"y":131.6151843718972,"type":"enemy"},
- {"name":"139","x":515.1806255315042,"y":133.68629690793205,"type":""},"var",232.48237745520552],[{"name":"826","x":282.7074737051315,"y":131.6151843718972,"type":"enemy"},
- {"name":"184","x":341.2680071961894,"y":127.34682266872501,"type":""},"var",58.715883663506396],[{"name":"826","x":282.7074737051315,"y":131.6151843718972,"type":"enemy"},
- {"name":"182","x":222.58971586842105,"y":111.93994494295062,"type":""},"var",63.25551243883601],[{"name":"826","x":282.7074737051315,"y":131.6151843718972,"type":"enemy"},
- {"name":"199","x":249.9050082430132,"y":102.09744199109065,"type":"allie"},"var",44.1282092957909],[{"name":"826","x":282.7074737051315,"y":131.6151843718972,"type":"enemy"},
- {"name":"2585","x":171,"y":122,"type":"allie"},"var",112.12052199347016],[{"name":"8693","x":196,"y":254,"type":"enemy"},
- {"name":"42","x":330.03278712652036,"y":515.630766872967,"type":""},"var",293.9650424785912],[{"name":"8693","x":196,"y":254,"type":"enemy"},
- {"name":"48","x":412.9670722140494,"y":401.08042068892075,"type":""},"var",262.12088923847034],[{"name":"8693","x":196,"y":254,"type":"enemy"},
- {"name":"54","x":670.6168679786357,"y":380.7234513983151,"type":""},"var",491.24332514971724],[{"name":"8693","x":196,"y":254,"type":"enemy"},
- {"name":"77","x":166.1434544585186,"y":233.944725911995,"type":""},"var",35.96703115932087],[{"name":"8693","x":196,"y":254,"type":"enemy"},
- {"name":"75","x":166.02128916605224,"y":283.66610055033675,"type":""},"var",42.17582986887332],[{"name":"8693","x":196,"y":254,"type":"enemy"},
- {"name":"108","x":739.9317787891991,"y":577.1821768213507,"type":""},"var",632.6993752105095],[{"name":"8693","x":196,"y":254,"type":"enemy"},
- {"name":"134","x":481.5650220002803,"y":261.17704243554334,"type":""},"var",285.65519727136444],[{"name":"8693","x":196,"y":254,"type":"enemy"},
- {"name":"131","x":438.83420506366645,"y":154.45585013691263,"type":""},"var",262.445211274406],[{"name":"8693","x":196,"y":254,"type":"enemy"},
- {"name":"147","x":352.5,"y":659.5222821435042,"type":""},"var",434.67294753052647],[{"name":"8693","x":196,"y":254,"type":"enemy"},
- {"name":"186","x":413.1463934407894,"y":106.4657936813084,"type":""},"var",262.52409073917073],[{"name":"8693","x":196,"y":254,"type":"enemy"},
- {"name":"181","x":134.78580515724664,"y":60.46868693984838,"type":""},"var",202.98164149753293],[{"name":"8693","x":196,"y":254,"type":"enemy"},
- {"name":"202","x":753.7849530110408,"y":566.5862191571822,"type":""},"var",639.4014374495188],[{"name":"8693","x":196,"y":254,"type":"enemy"},
- {"name":"208","x":879.2571322378367,"y":484.95111348210173,"type":""},"var",721.2341683340406],[{"name":"8693","x":196,"y":254,"type":"enemy"},
- {"name":"2585","x":171,"y":122,"type":"allie"},"var",134.34656675925888]]
- // конвертирем граф
- var convert_graph3 = function(vertices, edges) {
- var right_graph = [];
- var vertices_num = new Map();
- var vertices_num_back = new Map();
- var vertices_coords = {};
- //var vertices_num_back = {};
- for (var i in vertices) {
- right_graph.push(new Map());
- vertices_num.set(vertices[i].name, right_graph.length-1);
- vertices_num_back.set(right_graph.length-1, vertices[i].name);
- vertices_coords[vertices[i].name] = vertices[i]
- }
- //console.log(right_graph, vertices_num)
- for (var i in edges) {
- var p1 = edges[i][0].name;
- var p2 = edges[i][1].name;
- var p1_num = vertices_num.get(p1);
- var p2_num = vertices_num.get(p2);
- var weight = edges[i][3];
- //console.log(p1_num, p2_num)
- right_graph[p1_num].set(p2_num, weight);
- right_graph[p2_num].set(p1_num, weight);
- }
- //game_active = false
- return [right_graph, vertices_num, vertices_num_back, vertices_coords]
- }
- var graph_and_verts = convert_graph3(vertices, edges);
- var graph = graph_and_verts[0]
- var verts = graph_and_verts[1]
- var verts_back = graph_and_verts[2]
- var verts_coords = graph_and_verts[3]
- var all_edges = []
- for (var i in edges) {
- var p1 = edges[i][0].name;
- var p2 = edges[i][1].name;
- all_edges.push([verts.get(p1), verts.get(p2), edges[i][3]])
- }
- //console.log(JSON.stringify(all_edges))
- var s = verts.get('player')
- var e = verts.get('2585')
- console.log(s, e)
- var times = [];
- var get = function(s, e) {
- var path = findShortestPath(graph, s, e);
- var sum = 0
- for (var i in path.path) {
- sum += path.path[i]
- }
- return sum
- }
- var res;
- for (var i=0; i < 1000;i++) {
- var s_t = performance.now()
- res = get(s, e)
- times.push(performance.now() - s_t);
- }
- function average(nums) {
- return nums.reduce((a, b) => (a + b)) / nums.length;
- }
- console.log(average(times))
- /*
- graph
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- */
- </script>
- </body>
- </html>
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