mirror of https://github.com/gchq/CyberChef.git
519 lines
38 KiB
JavaScript
519 lines
38 KiB
JavaScript
import OperationConfig from "../config/MetaConfig.js";
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import Utils from "../Utils.js";
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import Recipe from "../Recipe.js";
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import Dish from "../Dish.js";
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import FileType from "../operations/FileType.js";
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import chiSquared from "chi-squared";
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/**
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* A class for detecting encodings, file types and byte frequencies and
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* speculatively executing recipes.
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*
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* @author n1474335 [n1474335@gmail.com]
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* @copyright Crown Copyright 2018
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* @license Apache-2.0
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*/
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class Magic {
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/**
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* Magic constructor.
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*
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* @param {ArrayBuffer} buf
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* @param {Object[]} [opPatterns]
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*/
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constructor(buf, opPatterns) {
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this.inputBuffer = new Uint8Array(buf);
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this.inputStr = Utils.arrayBufferToStr(buf);
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this.opPatterns = opPatterns || Magic._generateOpPatterns();
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}
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/**
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* Finds operations that claim to be able to decode the input based on regular
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* expression matches.
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*
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* @returns {Object[]}
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*/
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findMatchingOps() {
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let matches = [];
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for (let i = 0; i < this.opPatterns.length; i++) {
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const pattern = this.opPatterns[i],
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regex = new RegExp(pattern.match, pattern.flags);
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if (regex.test(this.inputStr)) {
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matches.push(pattern);
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}
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}
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return matches;
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}
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/**
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* Attempts to detect the language of the input by comparing its byte frequency
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* to that of several known languages.
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*
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* @returns {Object[]}
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*/
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detectLanguage() {
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const inputFreq = this._freqDist();
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let chiSqrs = [];
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for (let lang in LANG_FREQS) {
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let [score, prob] = Magic._chiSqr(inputFreq, LANG_FREQS[lang]);
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chiSqrs.push({
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lang: lang,
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score: score,
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probability: prob
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});
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}
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// Sort results so that the most likely match is at the top
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chiSqrs.sort((a, b) => {
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return a.score - b.score;
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});
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return chiSqrs;
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}
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/**
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* Detects any matching file types for the input.
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*
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* @returns {Object} type
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* @returns {string} type.ext - File extension
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* @returns {string} type.mime - Mime type
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* @returns {string} [type.desc] - Description
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*/
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detectFileType() {
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return FileType.magicType(this.inputBuffer);
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}
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/**
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* Detects whether the input buffer is valid UTF8.
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*
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* @returns {boolean}
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*/
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isUTF8() {
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const bytes = new Uint8Array(this.inputBuffer);
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let i = 0;
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while (i < bytes.length) {
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if (( // ASCII
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bytes[i] === 0x09 ||
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bytes[i] === 0x0A ||
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bytes[i] === 0x0D ||
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(0x20 <= bytes[i] && bytes[i] <= 0x7E)
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)) {
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i += 1;
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continue;
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}
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if (( // non-overlong 2-byte
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(0xC2 <= bytes[i] && bytes[i] <= 0xDF) &&
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(0x80 <= bytes[i+1] && bytes[i+1] <= 0xBF)
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)) {
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i += 2;
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continue;
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}
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if (( // excluding overlongs
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bytes[i] === 0xE0 &&
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(0xA0 <= bytes[i + 1] && bytes[i + 1] <= 0xBF) &&
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(0x80 <= bytes[i + 2] && bytes[i + 2] <= 0xBF)
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) ||
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( // straight 3-byte
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((0xE1 <= bytes[i] && bytes[i] <= 0xEC) ||
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bytes[i] === 0xEE ||
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bytes[i] === 0xEF) &&
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(0x80 <= bytes[i + 1] && bytes[i+1] <= 0xBF) &&
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(0x80 <= bytes[i+2] && bytes[i+2] <= 0xBF)
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) ||
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( // excluding surrogates
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bytes[i] === 0xED &&
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(0x80 <= bytes[i+1] && bytes[i+1] <= 0x9F) &&
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(0x80 <= bytes[i+2] && bytes[i+2] <= 0xBF)
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)) {
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i += 3;
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continue;
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}
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if (( // planes 1-3
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bytes[i] === 0xF0 &&
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(0x90 <= bytes[i + 1] && bytes[i + 1] <= 0xBF) &&
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(0x80 <= bytes[i + 2] && bytes[i + 2] <= 0xBF) &&
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(0x80 <= bytes[i + 3] && bytes[i + 3] <= 0xBF)
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) ||
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( // planes 4-15
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(0xF1 <= bytes[i] && bytes[i] <= 0xF3) &&
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(0x80 <= bytes[i + 1] && bytes[i + 1] <= 0xBF) &&
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(0x80 <= bytes[i + 2] && bytes[i + 2] <= 0xBF) &&
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(0x80 <= bytes[i + 3] && bytes[i + 3] <= 0xBF)
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) ||
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( // plane 16
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bytes[i] === 0xF4 &&
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(0x80 <= bytes[i + 1] && bytes[i + 1] <= 0x8F) &&
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(0x80 <= bytes[i + 2] && bytes[i + 2] <= 0xBF) &&
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(0x80 <= bytes[i + 3] && bytes[i + 3] <= 0xBF)
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)) {
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i += 4;
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continue;
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}
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return false;
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}
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return true;
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}
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/**
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* Speculatively executes matching operations, recording metadata of each result.
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*
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* @param {number} [depth=0] - How many levels to try to execute
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* @param {Object[]} [recipeConfig=[]] - The recipe configuration up to this point
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* @returns {Object[]} - A sorted list of the recipes most likely to result in correct decoding
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*/
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async speculativeExecution(depth = 0, recipeConfig = []) {
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if (depth < 0) return [];
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let results = [];
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// Record the properties of the current data
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results.push({
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recipe: recipeConfig,
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data: this.inputStr.slice(0, 100),
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languageScores: this.detectLanguage(),
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fileType: this.detectFileType(),
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isUTF8: this.isUTF8()
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});
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// Find any operations that can be run on this data
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const matchingOps = this.findMatchingOps();
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// Execute each of those operations, then recursively call the speculativeExecution() method
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// on the resulting data, recording the properties of each option.
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await Promise.all(matchingOps.map(async op => {
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const dish = new Dish(this.inputBuffer, Dish.ARRAY_BUFFER),
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opConfig = {
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op: op.op,
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args: op.args
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};
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if (ENVIRONMENT_IS_WORKER()) self.loadRequiredModules([opConfig]);
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const recipe = new Recipe([opConfig]);
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await recipe.execute(dish, 0);
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const magic = new Magic(dish.get(Dish.ARRAY_BUFFER), this.opPatterns),
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speculativeResults = await magic.speculativeExecution(depth-1, [...recipeConfig, opConfig]);
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results = results.concat(speculativeResults);
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}));
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// Return a sorted list of possible recipes along with their properties
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return results.sort((a, b) => {
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// Each option is sorted based on its most likely language (lower is better)
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let aScore = a.languageScores[0].score,
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bScore = b.languageScores[0].score;
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// If a recipe results in a file being detected, it receives a relatively good score
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if (a.fileType) aScore = 500;
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if (b.fileType) bScore = 500;
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// If the result is valid UTF8, its score gets boosted (lower being better)
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if (a.isUTF8) aScore -= 100;
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if (b.isUTF8) bScore -= 100;
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return aScore - bScore;
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});
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}
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/**
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* Calculates the number of times each byte appears in the input
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*
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* @private
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* @returns {number[]}
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*/
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_freqDist() {
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const len = this.inputBuffer.length;
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let i = len,
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counts = new Array(256).fill(0);
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if (!len) return counts;
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while (i--) {
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counts[this.inputBuffer[i]]++;
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}
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return counts.map(c => {
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return c / len * 100;
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});
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}
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/**
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* Generates a list of all patterns that operations claim to be able to decode.
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*
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* @private
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* @returns {Object[]}
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*/
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static _generateOpPatterns() {
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let opPatterns = [];
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for (let op in OperationConfig) {
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if (!OperationConfig[op].hasOwnProperty("patterns")) continue;
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OperationConfig[op].patterns.forEach(pattern => {
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opPatterns.push({
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op: op,
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match: pattern.match,
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flags: pattern.flags,
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args: pattern.args
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});
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});
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}
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return opPatterns;
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}
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/**
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* Calculates Pearson's Chi-Squared test for two frequency arrays.
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* https://en.wikipedia.org/wiki/Pearson%27s_chi-squared_test
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*
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* @private
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* @param {number[]} observed
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* @param {number[]} expected
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* @param {number} ddof - Delta degrees of freedom
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* @returns {number[]} - The score and the probability
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*/
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static _chiSqr(observed, expected, ddof=0) {
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let tmp,
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score = 0;
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for (let i = 0; i < observed.length; i++) {
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tmp = observed[i] - expected[i];
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score += tmp * tmp / expected[i];
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}
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return [
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score,
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1 - chiSquared.cdf(score, observed.length - 1 - ddof)
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];
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}
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/**
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* Translates an ISO 639-1 code to a full language name.
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*
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* @param {string} code - The two letter ISO 639-1 code
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* @returns {string} The full name of the languge
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*/
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static codeToLanguage(code) {
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return {
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"aa": "Afar",
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"ab": "Abkhazian",
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"ae": "Avestan",
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"af": "Afrikaans",
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"ak": "Akan",
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"am": "Amharic",
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"an": "Aragonese",
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"ar": "Arabic",
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"as": "Assamese",
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"av": "Avaric",
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"ay": "Aymara",
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"az": "Azerbaijani",
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"ba": "Bashkir",
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"be": "Belarusian",
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"bg": "Bulgarian",
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"bh": "Bihari languages",
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"bi": "Bislama",
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"bm": "Bambara",
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"bn": "Bengali",
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"bo": "Tibetan",
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"br": "Breton",
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"bs": "Bosnian",
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"ca": "Catalan; Valencian",
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"ce": "Chechen",
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"ch": "Chamorro",
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"co": "Corsican",
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"cr": "Cree",
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"cs": "Czech",
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"cu": "Church Slavic; Old Slavonic; Church Slavonic; Old Bulgarian; Old Church Slavonic",
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"cv": "Chuvash",
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"cy": "Welsh",
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"da": "Danish",
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"de": "German",
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"dv": "Divehi; Dhivehi; Maldivian",
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"dz": "Dzongkha",
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"ee": "Ewe",
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"el": "Greek, Modern (1453-)",
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"en": "English",
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"eo": "Esperanto",
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"es": "Spanish; Castilian",
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"et": "Estonian",
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"eu": "Basque",
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"fa": "Persian",
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"ff": "Fulah",
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"fi": "Finnish",
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"fj": "Fijian",
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"fo": "Faroese",
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"fr": "French",
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"fy": "Western Frisian",
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"ga": "Irish",
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"gd": "Gaelic; Scottish Gaelic",
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"gl": "Galician",
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"gn": "Guarani",
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"gu": "Gujarati",
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"gv": "Manx",
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"ha": "Hausa",
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"he": "Hebrew",
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"hi": "Hindi",
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"ho": "Hiri Motu",
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"hr": "Croatian",
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"ht": "Haitian; Haitian Creole",
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"hu": "Hungarian",
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"hy": "Armenian",
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"hz": "Herero",
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"ia": "Interlingua (International Auxiliary Language Association)",
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"id": "Indonesian",
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"ie": "Interlingue; Occidental",
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"ig": "Igbo",
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"ii": "Sichuan Yi; Nuosu",
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"ik": "Inupiaq",
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"io": "Ido",
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"is": "Icelandic",
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"it": "Italian",
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"iu": "Inuktitut",
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"ja": "Japanese",
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"jv": "Javanese",
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"ka": "Georgian",
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"kg": "Kongo",
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"ki": "Kikuyu; Gikuyu",
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"kj": "Kuanyama; Kwanyama",
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"kk": "Kazakh",
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"kl": "Kalaallisut; Greenlandic",
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"km": "Central Khmer",
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"kn": "Kannada",
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"ko": "Korean",
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"kr": "Kanuri",
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"ks": "Kashmiri",
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"ku": "Kurdish",
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"kv": "Komi",
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"kw": "Cornish",
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"ky": "Kirghiz; Kyrgyz",
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"la": "Latin",
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"lb": "Luxembourgish; Letzeburgesch",
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"lg": "Ganda",
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"li": "Limburgan; Limburger; Limburgish",
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"ln": "Lingala",
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"lo": "Lao",
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"lt": "Lithuanian",
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"lu": "Luba-Katanga",
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"lv": "Latvian",
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"mg": "Malagasy",
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"mh": "Marshallese",
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"mi": "Maori",
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"mk": "Macedonian",
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"ml": "Malayalam",
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"mn": "Mongolian",
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"mr": "Marathi",
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"ms": "Malay",
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"mt": "Maltese",
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"my": "Burmese",
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"na": "Nauru",
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"nb": "Bokmål, Norwegian; Norwegian Bokmål",
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"nd": "Ndebele, North; North Ndebele",
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"ne": "Nepali",
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"ng": "Ndonga",
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"nl": "Dutch; Flemish",
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"nn": "Norwegian Nynorsk; Nynorsk, Norwegian",
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"no": "Norwegian",
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"nr": "Ndebele, South; South Ndebele",
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"nv": "Navajo; Navaho",
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"ny": "Chichewa; Chewa; Nyanja",
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"oc": "Occitan (post 1500)",
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"oj": "Ojibwa",
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"om": "Oromo",
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"or": "Oriya",
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"os": "Ossetian; Ossetic",
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"pa": "Panjabi; Punjabi",
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"pi": "Pali",
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"pl": "Polish",
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"ps": "Pushto; Pashto",
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"pt": "Portuguese",
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"qu": "Quechua",
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"rm": "Romansh",
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"rn": "Rundi",
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"ro": "Romanian; Moldavian; Moldovan",
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"ru": "Russian",
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"rw": "Kinyarwanda",
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"sa": "Sanskrit",
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"sc": "Sardinian",
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"sd": "Sindhi",
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"se": "Northern Sami",
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"sg": "Sango",
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"si": "Sinhala; Sinhalese",
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"sk": "Slovak",
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"sl": "Slovenian",
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"sm": "Samoan",
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"sn": "Shona",
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"so": "Somali",
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"sq": "Albanian",
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"sr": "Serbian",
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"ss": "Swati",
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"st": "Sotho, Southern",
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"su": "Sundanese",
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"sv": "Swedish",
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"sw": "Swahili",
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"ta": "Tamil",
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"te": "Telugu",
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"tg": "Tajik",
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"th": "Thai",
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"ti": "Tigrinya",
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"tk": "Turkmen",
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"tl": "Tagalog",
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"tn": "Tswana",
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"to": "Tonga (Tonga Islands)",
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"tr": "Turkish",
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"ts": "Tsonga",
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"tt": "Tatar",
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"tw": "Twi",
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"ty": "Tahitian",
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"ug": "Uighur; Uyghur",
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"uk": "Ukrainian",
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"ur": "Urdu",
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"uz": "Uzbek",
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"ve": "Venda",
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"vi": "Vietnamese",
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"vo": "Volapük",
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"wa": "Walloon",
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"wo": "Wolof",
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"xh": "Xhosa",
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"yi": "Yiddish",
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"yo": "Yoruba",
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"za": "Zhuang; Chuang",
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"zh": "Chinese",
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"zu": "Zulu"
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}[code];
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}
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}
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/**
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* Byte frequencies of various languages generated from Wikipedia dumps taken in late 2017.
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* The Chi-Squared test cannot accept expected values of 0, so 0.0001 has been used to account
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* for bytes that do not normally appear in the language.
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*/
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const LANG_FREQS = {
|
|
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"ps": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.579, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 11.932, 0.004, 0.044, 0.0001, 0.0001, 0.003, 0.0001, 0.002, 0.118, 0.118, 0.001, 0.001, 0.026, 0.037, 0.443, 0.009, 0.022, 0.03, 0.021, 0.014, 0.011, 0.012, 0.01, 0.009, 0.01, 0.013, 0.062, 0.001, 0.002, 0.005, 0.002, 0.0001, 0.0001, 0.015, 0.007, 0.011, 0.007, 0.006, 0.005, 0.004, 0.007, 0.009, 0.002, 0.003, 0.005, 0.01, 0.006, 0.004, 0.009, 0.001, 0.006, 0.013, 0.009, 0.003, 0.002, 0.003, 0.001, 0.001, 0.001, 0.004, 0.0001, 0.004, 0.0001, 0.003, 0.0001, 0.147, 0.023, 0.055, 0.054, 0.165, 0.027, 0.031, 0.061, 0.131, 0.002, 0.012, 0.073, 0.048, 0.109, 0.113, 0.034, 0.002, 0.103, 0.097, 0.116, 0.047, 0.015, 0.017, 0.005, 0.027, 0.004, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.103, 0.528, 0.202, 0.231, 2.393, 1.822, 2.655, 3.163, 4.608, 0.307, 2.451, 0.006, 1.513, 0.136, 0.015, 0.009, 1.675, 0.004, 0.009, 0.507, 0.005, 0.0001, 0.154, 0.001, 0.093, 0.002, 0.229, 0.007, 0.005, 0.003, 0.0001, 0.006, 0.024, 0.025, 0.048, 0.014, 0.025, 0.008, 0.038, 4.145, 0.839, 1.375, 1.43, 0.077, 0.25, 0.229, 0.647, 2.983, 0.085, 2.528, 0.449, 1.14, 0.525, 0.146, 0.073, 0.106, 0.064, 0.333, 0.407, 0.02, 0.265, 0.005, 1.278, 0.002, 0.0001, 0.0001, 0.016, 0.003, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 0.001, 0.028, 0.011, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 16.081, 19.012, 3.763, 3.368, 0.0001, 0.0001, 0.0001, 0.0001, 0.003, 0.0001, 0.026, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.038, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001],
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"pt": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.934, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 15.319, 0.004, 0.372, 0.001, 0.002, 0.012, 0.004, 0.016, 0.15, 0.15, 0.001, 0.002, 1.16, 0.21, 0.746, 0.022, 0.296, 0.361, 0.226, 0.106, 0.098, 0.105, 0.096, 0.094, 0.114, 0.207, 0.054, 0.022, 0.006, 0.004, 0.006, 0.002, 0.0001, 0.345, 0.166, 0.295, 0.143, 0.233, 0.136, 0.112, 0.077, 0.129, 0.093, 0.039, 0.119, 0.217, 0.135, 0.164, 0.222, 0.016, 0.14, 0.259, 0.142, 0.064, 0.078, 0.041, 0.021, 0.013, 0.012, 0.007, 0.0001, 0.007, 0.0001, 0.007, 0.0001, 9.026, 0.717, 2.572, 4.173, 8.551, 0.751, 0.906, 0.629, 5.107, 0.172, 0.12, 2.357, 3.189, 4.024, 7.683, 1.87, 0.445, 5.017, 5.188, 3.559, 2.852, 0.875, 0.055, 0.186, 0.122, 0.257, 0.0001, 0.002, 0.0001, 0.0001, 0.0001, 0.034, 0.01, 0.003, 0.003, 0.001, 0.001, 0.001, 0.001, 0.001, 0.014, 0.001, 0.001, 0.001, 0.005, 0.001, 0.0001, 0.001, 0.001, 0.001, 0.009, 0.006, 0.0001, 0.0001, 0.001, 0.001, 0.003, 0.001, 0.001, 0.007, 0.007, 0.0001, 0.001, 0.079, 0.267, 0.045, 0.508, 0.002, 0.001, 0.001, 0.424, 0.003, 0.417, 0.113, 0.003, 0.001, 0.255, 0.001, 0.001, 0.005, 0.003, 0.015, 0.161, 0.032, 0.087, 0.003, 0.001, 0.002, 0.001, 0.095, 0.002, 0.005, 0.001, 0.001, 0.001, 0.0001, 0.0001, 0.067, 2.471, 0.004, 0.006, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.004, 0.002, 0.007, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.033, 0.002, 0.0001, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001],
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"ru": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.512, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 7.274, 0.002, 0.063, 0.0001, 0.001, 0.009, 0.001, 0.001, 0.118, 0.118, 0.0001, 0.001, 0.595, 0.135, 0.534, 0.009, 0.18, 0.281, 0.15, 0.078, 0.076, 0.077, 0.068, 0.066, 0.083, 0.16, 0.036, 0.016, 0.002, 0.001, 0.002, 0.001, 0.0001, 0.013, 0.009, 0.014, 0.009, 0.007, 0.006, 0.007, 0.006, 0.031, 0.002, 0.003, 0.007, 0.012, 0.007, 0.005, 0.01, 0.001, 0.008, 0.017, 0.011, 0.003, 0.009, 0.005, 0.012, 0.001, 0.001, 0.001, 0.0001, 0.001, 0.0001, 0.003, 0.0001, 0.065, 0.009, 0.022, 0.021, 0.074, 0.01, 0.013, 0.019, 0.054, 0.001, 0.008, 0.036, 0.02, 0.047, 0.055, 0.013, 0.001, 0.052, 0.037, 0.041, 0.026, 0.007, 0.006, 0.003, 0.011, 0.003, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 2.469, 2.363, 2.342, 0.986, 0.156, 0.422, 0.252, 0.495, 0.217, 0.136, 0.014, 0.778, 0.56, 0.097, 0.251, 0.811, 0.09, 0.184, 0.165, 0.06, 0.179, 0.021, 0.013, 0.029, 0.05, 0.005, 0.116, 0.045, 0.087, 0.073, 0.067, 0.124, 0.211, 0.16, 0.055, 0.033, 0.036, 0.024, 0.013, 0.02, 0.022, 0.002, 0.0001, 0.1, 0.0001, 0.025, 0.009, 0.011, 3.536, 0.619, 1.963, 0.833, 1.275, 3.452, 0.323, 0.635, 3.408, 0.642, 1.486, 1.967, 1.26, 2.857, 4.587, 1.082, 0.0001, 0.0001, 0.339, 0.003, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.013, 0.0001, 0.002, 0.001, 31.356, 12.318, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.131, 0.0001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001],
|
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"ur": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.979, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 11.161, 0.002, 0.04, 0.0001, 0.0001, 0.001, 0.0001, 0.006, 0.157, 0.157, 0.0001, 0.001, 0.081, 0.085, 0.055, 0.007, 0.121, 0.179, 0.119, 0.082, 0.072, 0.073, 0.068, 0.065, 0.07, 0.096, 0.098, 0.002, 0.004, 0.003, 0.004, 0.0001, 0.0001, 0.02, 0.016, 0.035, 0.016, 0.006, 0.007, 0.013, 0.009, 0.011, 0.009, 0.012, 0.015, 0.025, 0.011, 0.007, 0.016, 0.003, 0.012, 0.029, 0.016, 0.005, 0.006, 0.007, 0.001, 0.005, 0.003, 0.004, 0.0001, 0.004, 0.0001, 0.004, 0.0001, 0.265, 0.03, 0.059, 0.059, 0.181, 0.032, 0.039, 0.075, 0.194, 0.006, 0.027, 0.102, 0.048, 0.197, 0.175, 0.037, 0.004, 0.142, 0.109, 0.147, 0.083, 0.021, 0.026, 0.005, 0.049, 0.011, 0.0001, 0.014, 0.0001, 0.0001, 0.0001, 0.055, 2.387, 0.534, 0.013, 1.581, 2.193, 2.297, 0.009, 2.712, 0.004, 0.024, 0.012, 4.725, 0.004, 0.025, 0.025, 0.036, 0.091, 1.735, 0.008, 0.507, 0.001, 0.001, 0.002, 0.02, 0.012, 0.0001, 0.005, 0.005, 0.004, 0.001, 0.005, 0.009, 0.069, 0.224, 0.005, 0.08, 0.002, 0.401, 5.353, 1.186, 2.395, 1.412, 0.054, 0.699, 0.376, 0.232, 1.576, 0.068, 2.734, 0.325, 1.531, 0.466, 0.218, 0.1, 0.222, 0.073, 1.112, 0.88, 0.012, 0.002, 0.002, 1.074, 0.003, 0.0001, 0.0001, 0.008, 0.011, 0.003, 0.003, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.005, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.002, 18.028, 10.547, 4.494, 8.618, 0.0001, 0.0001, 0.0001, 0.0001, 0.005, 0.001, 0.049, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.043, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001],
|
|
"zh": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 1.074, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.273, 0.003, 0.045, 0.0001, 0.001, 0.012, 0.001, 0.004, 0.032, 0.032, 0.001, 0.003, 0.032, 0.068, 0.063, 0.017, 0.386, 0.478, 0.308, 0.149, 0.134, 0.146, 0.127, 0.121, 0.136, 0.231, 0.018, 0.009, 0.007, 0.006, 0.007, 0.0001, 0.0001, 0.045, 0.029, 0.041, 0.028, 0.022, 0.017, 0.02, 0.019, 0.025, 0.01, 0.013, 0.02, 0.033, 0.021, 0.018, 0.028, 0.002, 0.022, 0.045, 0.031, 0.01, 0.013, 0.012, 0.007, 0.005, 0.003, 0.004, 0.0001, 0.004, 0.0001, 0.009, 0.0001, 0.159, 0.026, 0.051, 0.047, 0.17, 0.025, 0.032, 0.057, 0.124, 0.003, 0.021, 0.089, 0.049, 0.12, 0.129, 0.028, 0.002, 0.124, 0.083, 0.1, 0.058, 0.016, 0.016, 0.008, 0.03, 0.012, 0.006, 0.004, 0.006, 0.001, 0.0001, 2.707, 1.09, 1.398, 0.705, 1.23, 1.04, 0.715, 0.952, 1.455, 1.297, 0.845, 1.19, 2.403, 1.193, 0.813, 1.077, 0.889, 0.565, 0.387, 0.47, 0.931, 0.663, 1.035, 0.837, 0.77, 0.772, 1.434, 1.023, 1.668, 0.609, 0.437, 0.793, 0.535, 0.706, 0.48, 0.538, 0.785, 0.909, 0.7, 0.697, 1.017, 0.519, 0.441, 0.567, 0.626, 1.082, 0.814, 1.054, 1.074, 0.811, 0.556, 0.684, 0.903, 0.43, 0.642, 0.78, 2.083, 1.147, 2.006, 1.331, 2.547, 1.015, 0.911, 0.807, 0.0001, 0.0001, 0.069, 0.007, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.003, 0.001, 0.005, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 0.001, 0.126, 1.369, 3.539, 8.968, 5.44, 4.358, 3.141, 2.48, 0.0001, 0.001, 0.001, 0.0001, 0.0001, 1.821, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001],
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|
};
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export default Magic;
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