mirror of
https://github.com/explosion/spaCy.git
synced 2024-09-22 11:59:14 +03:00
147 lines
6.7 KiB
JavaScript
147 lines
6.7 KiB
JavaScript
/**
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* Initialise model overviews
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* @param {string} repo - Repository to load from, in the format user/repo.
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*/
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export default function(repo) {
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const LICENSES = {
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'CC BY 4.0': 'https://creativecommons.org/licenses/by/4.0/',
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'CC BY-SA': 'https://creativecommons.org/licenses/by-sa/3.0/',
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'CC BY-SA 3.0': 'https://creativecommons.org/licenses/by-sa/3.0/',
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'CC BY-SA 4.0': 'https://creativecommons.org/licenses/by-sa/4.0/',
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'CC BY-NC': 'https://creativecommons.org/licenses/by-nc/3.0/',
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'CC BY-NC 3.0': 'https://creativecommons.org/licenses/by-nc/3.0/',
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'CC-BY-NC-SA 3.0': 'https://creativecommons.org/licenses/by-nc-sa/3.0/',
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'GPL': 'https://www.gnu.org/licenses/gpl.html',
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'LGPL': 'https://www.gnu.org/licenses/lgpl.html',
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'MIT': 'https://opensource.org/licenses/MIT'
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};
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const URL = `https://raw.githubusercontent.com/${repo}/master`;
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const models = [...document.querySelectorAll('[data-vue]')]
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.map(el => el.getAttribute('data-vue'));
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document.addEventListener('DOMContentLoaded', ev => {
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fetch(`${URL}/compatibility.json`)
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.then(res => res.json())
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.then(json => models.forEach(modelId => new Vue({
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el: `[data-vue="${modelId}"]`,
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data: {
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repo: `https://github.com/${repo}`,
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compat: json.spacy,
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loading: false,
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error: false,
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id: modelId,
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version: 'n/a',
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notes: null,
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sizeFull: null,
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pipeline: null,
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releaseUrl: null,
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description: null,
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license: null,
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author: null,
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url: null,
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vectors: null,
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sources: null,
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uas: null,
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las: null,
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tags_acc: null,
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ents_f: null,
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ents_p: null,
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ents_r: null,
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modelLicenses: LICENSES,
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spacyVersion: Object.keys(json.spacy)[0]
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},
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computed: {
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compatVersion() {
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const res = this.compat[this.spacyVersion][this.id];
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return res ? `${this.id}-${res[0]}` : false;
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},
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orderedCompat() {
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return Object.keys(this.compat)
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.filter(v => this.$_isStableVersion(v));
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},
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hasAccuracy() {
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return this.uas || this.las || this.tags_acc || this.ents_f || this.ents_p || this.ents_r;
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}
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},
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beforeMount() {
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const version = this.$_getLatestVersion(this.id);
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if (version) {
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this.loading = true;
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fetch(`${URL}/meta/${this.id}-${version}.json`)
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.then(res => res.json())
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.then(json => this.$_updateData(json))
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.catch(err => { this.error = true });
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}
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},
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updated() {
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window.dispatchEvent(new Event('resize')); // scroll position for progress
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},
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methods: {
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$_updateData(data) {
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const fullName = `${data.lang}_${data.name}-${data.version}`;
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this.version = data.version;
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this.releaseUrl = `${this.repo}/releases/tag/${fullName}`;
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this.sizeFull = data.size;
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this.pipeline = data.pipeline;
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this.notes = data.notes;
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this.description = data.description;
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this.vectors = this.$_formatVectors(data.vectors);
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this.sources = data.sources;
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this.author = data.author;
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this.url = data.url;
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this.license = data.license;
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const accuracy = data.accuracy || {};
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for (let key of Object.keys(accuracy)) {
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this[key] = accuracy[key].toFixed(2);
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}
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this.loading = false;
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},
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$_getLatestVersion(modelId) {
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for (let [version, models] of Object.entries(this.compat)) {
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if (this.$_isStableVersion(version) && models[modelId]) {
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return models[modelId][0];
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}
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}
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},
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$_formatVectors(data) {
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if (!data) {
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return 'n/a';
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}
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if (Object.values(data).every(n => n == 0)) {
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return 'context vectors only';
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}
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const { keys, vectors, width } = data;
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const nKeys = this.$_abbrNum(keys);
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const nVectors = this.$_abbrNum(vectors);
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return `${nKeys} keys, ${nVectors} unique vectors (${width} dimensions)`;
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},
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/**
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* Hacky check if a version number is stable and not alpha,
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* dev or a release candidate
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*/
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$_isStableVersion(v) {
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return !v.includes('a') && !v.includes('b') && !v.includes('dev') && !v.includes('rc');
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},
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/**
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* Abbreviate a number, e.g. 14249930 --> 14.25m.
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* @param {number|string} num - The number to convert.
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* @param {number} fixed - Number of decimals.
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*/
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$_abbrNum: function(num = 0, fixed = 1) {
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const suffixes = ['', 'k', 'm', 'b', 't'];
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if (num === null || num === 0) return 0;
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const b = num.toPrecision(2).split('e');
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const k = (b.length === 1) ? 0 : Math.floor(Math.min(b[1].slice(1), 14) / 3);
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const n = (k < 1) ? num : num / Math.pow(10, k * 3);
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const c = (k >= 1 && n >= 100 ) ? Math.round(n) : n.toFixed(fixed);
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return (c < 0 ? c : Math.abs(c)) + suffixes[k];
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}
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}
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})))
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});
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}
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