/* * Copyright (c) 2016-2023 Martin Donath * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS * IN THE SOFTWARE. */ /* ---------------------------------------------------------------------------- * Functions * ------------------------------------------------------------------------- */ /** * Segment a search query using the inverted index * * This function implements a clever approach to text segmentation for Asian * languages, as it used the information already available in the search index. * The idea is to greedily segment the search query based on the tokens that are * already part of the index, as described in the linked issue. * * @see https://bit.ly/3lwjrk7 - GitHub issue * * @param query - Query value * @param index - Inverted index * * @returns Segmented query value */ export function segment( query: string, index: object ): Iterable { const segments = new Set() /* Segment search query */ const wordcuts = new Uint16Array(query.length) for (let i = 0; i < query.length; i++) for (let j = i + 1; j < query.length; j++) { const value = query.slice(i, j) if (value in index) wordcuts[i] = j - i } /* Compute longest matches with minimum overlap */ const stack = [0] for (let s = stack.length; s > 0;) { const p = stack[--s] for (let q = 1; q < wordcuts[p]; q++) if (wordcuts[p + q] > wordcuts[p] - q) { segments.add(query.slice(p, p + q)) stack[s++] = p + q } /* Continue at end of query string */ const q = p + wordcuts[p] if (wordcuts[q] && q < query.length - 1) stack[s++] = q /* Add current segment */ segments.add(query.slice(p, q)) } // @todo fix this case in the code block above, this is a hotfix if (segments.has("")) return new Set([query]) /* Return segmented query value */ return segments }