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CODINGCONTRACT: Move internals to a separate folder (#1932)
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import { CodingContractTypes, removeBracketsFromArrayString } from "../ContractTypes";
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import { CodingContractName } from "@enums";
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export const proper2ColoringOfAGraph: Pick<CodingContractTypes, CodingContractName.Proper2ColoringOfAGraph> = {
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[CodingContractName.Proper2ColoringOfAGraph]: {
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difficulty: 7,
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numTries: 5,
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desc: (data: [number, [number, number][]]): string => {
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return [
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`You are given the following data, representing a graph:\n`,
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`${JSON.stringify(data)}\n`,
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`Note that "graph", as used here, refers to the field of graph theory, and has`,
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`no relation to statistics or plotting.`,
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`The first element of the data represents the number of vertices in the graph.`,
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`Each vertex is a unique number between 0 and ${data[0] - 1}.`,
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`The next element of the data represents the edges of the graph.`,
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`Two vertices u,v in a graph are said to be adjacent if there exists an edge [u,v].`,
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`Note that an edge [u,v] is the same as an edge [v,u], as order does not matter.`,
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`You must construct a 2-coloring of the graph, meaning that you have to assign each`,
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`vertex in the graph a "color", either 0 or 1, such that no two adjacent vertices have`,
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`the same color. Submit your answer in the form of an array, where element i`,
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`represents the color of vertex i. If it is impossible to construct a 2-coloring of`,
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`the given graph, instead submit an empty array.\n\n`,
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`Examples:\n\n`,
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`Input: [4, [[0, 2], [0, 3], [1, 2], [1, 3]]]\n`,
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`Output: [0, 0, 1, 1]\n\n`,
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`Input: [3, [[0, 1], [0, 2], [1, 2]]]\n`,
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`Output: []`,
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].join(" ");
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},
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generate: (): [number, [number, number][]] => {
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//Generate two partite sets
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const n = Math.floor(Math.random() * 5) + 3;
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const m = Math.floor(Math.random() * 5) + 3;
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//50% chance of spawning any given valid edge in the bipartite graph
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const edges: [number, number][] = [];
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for (let i = 0; i < n; i++) {
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for (let j = 0; j < m; j++) {
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if (Math.random() > 0.5) {
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edges.push([i, n + j]);
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}
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}
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}
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//Add an edge at random with no regard to partite sets
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let a = Math.floor(Math.random() * (n + m));
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let b = Math.floor(Math.random() * (n + m));
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if (a > b) [a, b] = [b, a]; //Enforce lower numbers come first
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if (a != b && !edges.includes([a, b])) {
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edges.push([a, b]);
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}
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//Randomize array in-place using Durstenfeld shuffle algorithm.
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function shuffle<T>(array: T[]): void {
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for (let i = array.length - 1; i > 0; i--) {
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const j = Math.floor(Math.random() * (i + 1));
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[array[i], array[j]] = [array[j], array[i]];
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}
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}
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//Replace instances of the original vertex names in-place
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const vertexShuffler = Array.from(Array(n + m).keys());
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shuffle(vertexShuffler);
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for (let i = 0; i < edges.length; i++) {
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edges[i] = [vertexShuffler[edges[i][0]], vertexShuffler[edges[i][1]]];
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if (edges[i][0] > edges[i][1]) {
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//Enforce lower numbers come first
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[edges[i][0], edges[i][1]] = [edges[i][1], edges[i][0]];
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}
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}
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//Shuffle the order of the edges themselves, as well
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shuffle(edges);
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return [n + m, edges];
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},
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solver: (data, answer) => {
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//Helper function to get neighbourhood of a vertex
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function neighbourhood(vertex: number): number[] {
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const adjLeft = data[1].filter(([a]) => a == vertex).map(([, b]) => b);
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const adjRight = data[1].filter(([, b]) => b == vertex).map(([a]) => a);
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return adjLeft.concat(adjRight);
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}
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const coloring: (1 | 0 | undefined)[] = Array<1 | 0 | undefined>(data[0]).fill(undefined);
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while (coloring.some((val) => val === undefined)) {
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//Color a vertex in the graph
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const initialVertex: number = coloring.findIndex((val) => val === undefined);
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coloring[initialVertex] = 0;
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const frontier: number[] = [initialVertex];
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//Propagate the coloring throughout the component containing v greedily
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while (frontier.length > 0) {
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const v: number = frontier.pop() || 0;
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const neighbors: number[] = neighbourhood(v);
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//For each vertex u adjacent to v
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for (const u of neighbors) {
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//Set the color of u to the opposite of v's color if it is new,
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//then add u to the frontier to continue the algorithm.
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if (coloring[u] === undefined) {
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if (coloring[v] === 0) coloring[u] = 1;
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else coloring[u] = 0;
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frontier.push(u);
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}
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//Assert u,v do not have the same color
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else if (coloring[u] === coloring[v]) {
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//If u,v do have the same color, no proper 2-coloring exists
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return answer.length === 0;
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}
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}
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}
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}
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return data[1].every(([a, b]) => answer[a] !== answer[b]);
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},
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convertAnswer: (ans) => {
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const sanitized = removeBracketsFromArrayString(ans).replace(/\s/g, "");
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if (sanitized === "") return [];
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const arr = sanitized.split(",").map((s) => parseInt(s, 10));
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// An inline function is needed here, so that TS knows this returns true if it matches the type
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if (((a): a is (1 | 0)[] => !a.some((n) => n !== 1 && n !== 0))(arr)) return arr;
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return null;
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},
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validateAnswer: (ans): ans is (1 | 0)[] =>
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typeof ans === "object" && Array.isArray(ans) && !ans.some((a) => a !== 1 && a !== 0),
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},
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};
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