Files
SubMiner/src/core/services/tokenizer/token-classification.ts
T

170 lines
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TypeScript

import { MergedToken, PartOfSpeech } from '../../../types';
const KATAKANA_TO_HIRAGANA_OFFSET = 0x60;
const KATAKANA_CODEPOINT_START = 0x30a1;
const KATAKANA_CODEPOINT_END = 0x30f6;
export function normalizeKana(text: string): string {
const raw = text.trim();
if (!raw) {
return '';
}
let normalized = '';
for (const char of raw) {
const code = char.codePointAt(0);
if (code === undefined) {
continue;
}
normalized +=
code >= KATAKANA_CODEPOINT_START && code <= KATAKANA_CODEPOINT_END
? String.fromCodePoint(code - KATAKANA_TO_HIRAGANA_OFFSET)
: char;
}
return normalized;
}
export function isKanaChar(char: string): boolean {
const code = char.codePointAt(0);
if (code === undefined) {
return false;
}
return (
(code >= 0x3041 && code <= 0x3096) ||
(code >= 0x309b && code <= 0x309f) ||
code === 0x30fc ||
(code >= 0x30a1 && code <= 0x30fa) ||
(code >= 0x30fd && code <= 0x30ff)
);
}
export function isKanaOnlyText(text: string | null | undefined): boolean {
if (typeof text !== 'string') {
return false;
}
const normalized = normalizeKana(text);
return normalized.length > 0 && [...normalized].every(isKanaChar);
}
export function isKanaCandidateIgnorableChar(char: string): boolean {
return /^[\s.,!?;:()[\]{}"'`、。!?…‥・「」『』()[]{}〈〉《》【】―-]$/u.test(char);
}
export function isKanaCandidateText(text: string): boolean {
const normalized = text.trim();
if (normalized.length === 0) {
return false;
}
let hasKana = false;
for (const char of normalized) {
if (isKanaChar(char)) {
hasKana = true;
continue;
}
if (!isKanaCandidateIgnorableChar(char)) {
return false;
}
}
return hasKana;
}
export function normalizePosTag(value: string | null | undefined): string {
return typeof value === 'string' ? value.trim() : '';
}
export function splitPosTag(value: string | null | undefined): string[] {
const normalized = normalizePosTag(value);
if (!normalized) {
return [];
}
return normalized
.split('|')
.map((part) => part.trim())
.filter((part) => part.length > 0);
}
export function isPosTagExcluded(
value: string | null | undefined,
exclusions: ReadonlySet<string>,
): boolean {
const parts = splitPosTag(value);
return parts.length > 0 && parts.every((part) => exclusions.has(part));
}
function hasKanjiChar(text: string): boolean {
for (const char of text) {
const code = char.codePointAt(0);
if (
code !== undefined &&
((code >= 0x3400 && code <= 0x4dbf) ||
(code >= 0x4e00 && code <= 0x9fff) ||
(code >= 0xf900 && code <= 0xfaff) ||
(code >= 0x20000 && code <= 0x2fa1f) ||
(code >= 0x30000 && code <= 0x323af))
) {
return true;
}
}
return false;
}
// MeCab's 非自立 tag suppresses kana grammar nouns (こと, もの, とき), but
// Yomitan can segment kanji-bearing nouns (日, 方, 上, …) as real vocabulary.
export function isKanjiNonIndependentNounToken(
token: MergedToken,
pos1Exclusions: ReadonlySet<string>,
): boolean {
if (pos1Exclusions.has('名詞')) {
return false;
}
const pos1Parts = splitPosTag(token.pos1);
const pos2Parts = splitPosTag(token.pos2);
return (
pos1Parts.length === 1 &&
pos1Parts[0] === '名詞' &&
pos2Parts.length === 1 &&
pos2Parts[0] === '非自立' &&
(hasKanjiChar(token.surface) || hasKanjiChar(token.headword))
);
}
export function isTokenPos2Excluded(
token: MergedToken,
pos1Exclusions: ReadonlySet<string>,
pos2Exclusions: ReadonlySet<string>,
): boolean {
return (
isPosTagExcluded(token.pos2, pos2Exclusions) &&
!isKanjiNonIndependentNounToken(token, pos1Exclusions)
);
}
export function isContentTokenByPos(
token: MergedToken,
pos1Exclusions: ReadonlySet<string>,
pos2Exclusions: ReadonlySet<string>,
): boolean {
if (
isPosTagExcluded(token.pos1, pos1Exclusions) ||
isTokenPos2Excluded(token, pos1Exclusions, pos2Exclusions)
) {
return false;
}
if (splitPosTag(token.pos1).length > 0 || splitPosTag(token.pos2).length > 0) {
return true;
}
return ![PartOfSpeech.particle, PartOfSpeech.bound_auxiliary, PartOfSpeech.symbol].includes(
token.partOfSpeech,
);
}