@modelx/jsonm/rollup.config.js

Construct AI & ML models with JSON using Typescript & Tensorflow

import typescript from '@rollup/plugin-typescript';
import resolve from '@rollup/plugin-node-resolve';
import commonjs from '@rollup/plugin-commonjs';
import builtins from 'rollup-plugin-node-builtins';
import globals from 'rollup-plugin-node-globals';
import replace from '@rollup/plugin-replace';
import terser from 'rollup-plugin-terser-js';
// import sucrase from '@rollup/plugin-sucrase';
import json from '@rollup/plugin-json';
import pkg from "./package.json";
import alias from '@rollup/plugin-alias';

const name = 'JSONM';
const external = [
  // "react-dom",
  'wordnet-db',
  'webworker-threads',
  'webworkerThreads',
];
const serverExternal = [
  "@modelx/data",
  "@modelx/model",
  "flat",
  "luxon",
  "outlier",
  "promisie",
  "@tensorflow-models/universal-sentence-encoder",
  "@tensorflow/tfjs",
  "@tensorflow/tfjs-node",
  "lodash.range",
  'valid-url',
  'http',
  'https',
  "csvtojson",
  "js-grid-search-lite",
  "lodash.range",
  "lodash.rangeright",
  "ml-confusion-matrix",
  "ml-matrix",
  "ml-stat",
  "natural",
  "node-fpgrowth",
  "probability-distributions",
  "random-js",
  "valid-url",
  'wordnet-db',
  'webworker-threads',
  'lapack'
];
const windowGlobals = {
  // react: "React",
  // natural: "natural",
  'webworker-threads':'webworkerThreads',
  'wordnet-db': 'wordnetDb',
  'global':'window',
};

function getOutput({ minify = false, server = false, legacy = false, }) {
  const output = server ?
    [ {
      file: pkg.main,
      format: "cjs",
      exports: "named",
      name,
      sourcemap: true
    },
    {
      file: pkg.esm,
      format: "es",
      exports: "named",
      name,
      sourcemap: true
    }
    ] :
    [ {
      file: pkg.browser,
      format: "umd",
      exports: "named",
      name,
      globals:windowGlobals,
      sourcemap: true
    },
    {
      file: pkg.web,
      format: "iife",
      exports: "named",
      name,
      globals:windowGlobals,
      sourcemap: true
    }
  ];
  return output.map(item => {
    const itemFileArray = item.file.split('.');
    if (minify) {
      itemFileArray.splice(itemFileArray.length - 1, 0, legacy?'legacy-min':'min');
    } else if(legacy){
      itemFileArray.splice(itemFileArray.length - 1, 0, legacy?'legacy':'');
    }
    item.file = itemFileArray.join('.');
    item.sourcemap = false;
    return item;
  })
  // return output;
}

function getPlugins({
  minify = false,
  browser = false,
  server= false,
  legacy=false,
}) {
  const plugins = [ ];
  if (browser) {
    plugins.push(
      ...[
        alias({
          // resolve: ['.js', '.ts'],
          entries: {
            '@tensorflow/tfjs-node': '@tensorflow/tfjs',
            'natural':'./node_modules/@modelx/data/src/stub.ts',
            'async_hooks': './node_modules/@modelx/data/src/async_hook_stub.ts',
            'tsne-js': 'tsne-js/build/tsne.min.js',
          }
        })
      ]);
  } 
  plugins.push(...[
    json(),
    replace({
      preventAssignment: true,
      "[ªµºÀ-ÖØ-öø-ˁˆ-ˑˠ-ˤˬˮͰ-ʹͶͷͺ-ͽΆΈ-ΊΌΎ-ΡΣ-ϵϷ-ҁҊ-ԧԱ-Ֆՙա-ևא-תװ-ײؠ-يٮٯٱ-ۓەۥۦۮۯۺ-ۼۿܐܒ-ܯݍ-ޥޱߊ-ߪߴߵߺࠀ-ࠕࠚࠤࠨࡀ-ࡘࢠࢢ-ࢬऄ-हऽॐक़-ॡॱ-ॷॹ-ॿঅ-ঌএঐও-নপ-রলশ-হঽৎড়ঢ়য়-ৡৰৱਅ-ਊਏਐਓ-ਨਪ-ਰਲਲ਼ਵਸ਼ਸਹਖ਼-ੜਫ਼ੲ-ੴઅ-ઍએ-ઑઓ-નપ-રલળવ-હઽૐૠૡଅ-ଌଏଐଓ-ନପ-ରଲଳଵ-ହଽଡ଼ଢ଼ୟ-ୡୱஃஅ-ஊஎ-ஐஒ-கஙசஜஞடணதந-பம-ஹௐఅ-ఌఎ-ఐఒ-నప-ళవ-హఽౘౙౠౡಅ-ಌಎ-ಐಒ-ನಪ-ಳವ-ಹಽೞೠೡೱೲഅ-ഌഎ-ഐഒ-ഺഽൎൠൡൺ-ൿඅ-ඖක-නඳ-රලව-ෆก-ะาำเ-ๆກຂຄງຈຊຍດ-ທນ-ຟມ-ຣລວສຫອ-ະາຳຽເ-ໄໆໜ-ໟༀཀ-ཇཉ-ཬྈ-ྌက-ဪဿၐ-ၕၚ-ၝၡၥၦၮ-ၰၵ-ႁႎႠ-ჅჇჍა-ჺჼ-ቈቊ-ቍቐ-ቖቘቚ-ቝበ-ኈኊ-ኍነ-ኰኲ-ኵኸ-ኾዀዂ-ዅወ-ዖዘ-ጐጒ-ጕጘ-ፚᎀ-ᎏᎠ-Ᏼᐁ-ᙬᙯ-ᙿᚁ-ᚚᚠ-ᛪᛮ-ᛰᜀ-ᜌᜎ-ᜑᜠ-ᜱᝀ-ᝑᝠ-ᝬᝮ-ᝰក-ឳៗៜᠠ-ᡷᢀ-ᢨᢪᢰ-ᣵᤀ-ᤜᥐ-ᥭᥰ-ᥴᦀ-ᦫᧁ-ᧇᨀ-ᨖᨠ-ᩔᪧᬅ-ᬳᭅ-ᭋᮃ-ᮠᮮᮯᮺ-ᯥᰀ-ᰣᱍ-ᱏᱚ-ᱽᳩ-ᳬᳮ-ᳱᳵᳶᴀ-ᶿḀ-ἕἘ-Ἕἠ-ὅὈ-Ὅὐ-ὗὙὛὝὟ-ώᾀ-ᾴᾶ-ᾼιῂ-ῄῆ-ῌῐ-ΐῖ-Ίῠ-Ῥῲ-ῴῶ-ῼⁱⁿₐ-ₜℂℇℊ-ℓℕℙ-ℝℤΩℨK-ℭℯ-ℹℼ-ℿⅅ-ⅉⅎⅠ-ↈⰀ-Ⱞⰰ-ⱞⱠ-ⳤⳫ-ⳮⳲⳳⴀ-ⴥⴧⴭⴰ-ⵧⵯⶀ-ⶖⶠ-ⶦⶨ-ⶮⶰ-ⶶⶸ-ⶾⷀ-ⷆⷈ-ⷎⷐ-ⷖⷘ-ⷞⸯ々-〇〡-〩〱-〵〸-〼ぁ-ゖゝ-ゟァ-ヺー-ヿㄅ-ㄭㄱ-ㆎㆠ-ㆺㇰ-ㇿ㐀-䶵一-鿌ꀀ-ꒌꓐ-ꓽꔀ-ꘌꘐ-ꘟꘪꘫꙀ-ꙮꙿ-ꚗꚠ-ꛯꜗ-ꜟꜢ-ꞈꞋ-ꞎꞐ-ꞓꞠ-Ɦꟸ-ꠁꠃ-ꠅꠇ-ꠊꠌ-ꠢꡀ-ꡳꢂ-ꢳꣲ-ꣷꣻꤊ-ꤥꤰ-ꥆꥠ-ꥼꦄ-ꦲꧏꨀ-ꨨꩀ-ꩂꩄ-ꩋꩠ-ꩶꩺꪀ-ꪯꪱꪵꪶꪹ-ꪽꫀꫂꫛ-ꫝꫠ-ꫪꫲ-ꫴꬁ-ꬆꬉ-ꬎꬑ-ꬖꬠ-ꬦꬨ-ꬮꯀ-ꯢ가-힣ힰ-ퟆퟋ-ퟻ豈-舘並-龎ff-stﬓ-ﬗיִײַ-ﬨשׁ-זּטּ-לּמּנּסּףּפּצּ-ﮱﯓ-ﴽﵐ-ﶏﶒ-ﷇﷰ-ﷻﹰ-ﹴﹶ-ﻼＡ-Ｚａ-ｚｦ-ﾾￂ-ￇￊ-ￏￒ-ￗￚ-ￜ]": 'INVALIDE1',
      "[ªµºÀ-ÖØ-öø-ˁˆ-ˑˠ-ˤˬˮ̀-ʹͶͷͺ-ͽΆΈ-ΊΌΎ-ΡΣ-ϵϷ-ҁ҃-҇Ҋ-ԧԱ-Ֆՙա-և֑-ׇֽֿׁׂׅׄא-תװ-ײؐ-ؚؠ-٩ٮ-ۓە-ۜ۟-۪ۨ-ۼۿܐ-݊ݍ-ޱ߀-ߵߺࠀ-࠭ࡀ-࡛ࢠࢢ-ࢬࣤ-ࣾऀ-ॣ०-९ॱ-ॷॹ-ॿঁ-ঃঅ-ঌএঐও-নপ-রলশ-হ়-ৄেৈো-ৎৗড়ঢ়য়-ৣ০-ৱਁ-ਃਅ-ਊਏਐਓ-ਨਪ-ਰਲਲ਼ਵਸ਼ਸਹ਼ਾ-ੂੇੈੋ-੍ੑਖ਼-ੜਫ਼੦-ੵઁ-ઃઅ-ઍએ-ઑઓ-નપ-રલળવ-હ઼-ૅે-ૉો-્ૐૠ-ૣ૦-૯ଁ-ଃଅ-ଌଏଐଓ-ନପ-ରଲଳଵ-ହ଼-ୄେୈୋ-୍ୖୗଡ଼ଢ଼ୟ-ୣ୦-୯ୱஂஃஅ-ஊஎ-ஐஒ-கஙசஜஞடணதந-பம-ஹா-ூெ-ைொ-்ௐௗ௦-௯ఁ-ఃఅ-ఌఎ-ఐఒ-నప-ళవ-హఽ-ౄె-ైొ-్ౕౖౘౙౠ-ౣ౦-౯ಂಃಅ-ಌಎ-ಐಒ-ನಪ-ಳವ-ಹ಼-ೄೆ-ೈೊ-್ೕೖೞೠ-ೣ೦-೯ೱೲംഃഅ-ഌഎ-ഐഒ-ഺഽ-ൄെ-ൈൊ-ൎൗൠ-ൣ൦-൯ൺ-ൿංඃඅ-ඖක-නඳ-රලව-ෆ්ා-ුූෘ-ෟෲෳก-ฺเ-๎๐-๙ກຂຄງຈຊຍດ-ທນ-ຟມ-ຣລວສຫອ-ູົ-ຽເ-ໄໆ່-ໍ໐-໙ໜ-ໟༀ༘༙༠-༩༹༵༷༾-ཇཉ-ཬཱ-྄྆-ྗྙ-ྼ࿆က-၉ၐ-ႝႠ-ჅჇჍა-ჺჼ-ቈቊ-ቍቐ-ቖቘቚ-ቝበ-ኈኊ-ኍነ-ኰኲ-ኵኸ-ኾዀዂ-ዅወ-ዖዘ-ጐጒ-ጕጘ-ፚ፝-፟ᎀ-ᎏᎠ-Ᏼᐁ-ᙬᙯ-ᙿᚁ-ᚚᚠ-ᛪᛮ-ᛰᜀ-ᜌᜎ-᜔ᜠ-᜴ᝀ-ᝓᝠ-ᝬᝮ-ᝰᝲᝳក-៓ៗៜ៝០-៩᠋-᠍᠐-᠙ᠠ-ᡷᢀ-ᢪᢰ-ᣵᤀ-ᤜᤠ-ᤫᤰ-᤻᥆-ᥭᥰ-ᥴᦀ-ᦫᦰ-ᧉ᧐-᧙ᨀ-ᨛᨠ-ᩞ᩠-᩿᩼-᪉᪐-᪙ᪧᬀ-ᭋ᭐-᭙᭫-᭳ᮀ-᯳ᰀ-᰷᱀-᱉ᱍ-ᱽ᳐-᳔᳒-ᳶᴀ-ᷦ᷼-ἕἘ-Ἕἠ-ὅὈ-Ὅὐ-ὗὙὛὝὟ-ώᾀ-ᾴᾶ-ᾼιῂ-ῄῆ-ῌῐ-ΐῖ-Ίῠ-Ῥῲ-ῴῶ-ῼ‌‍‿⁀⁔ⁱⁿₐ-ₜ⃐-⃥⃜⃡-⃰ℂℇℊ-ℓℕℙ-ℝℤΩℨK-ℭℯ-ℹℼ-ℿⅅ-ⅉⅎⅠ-ↈⰀ-Ⱞⰰ-ⱞⱠ-ⳤⳫ-ⳳⴀ-ⴥⴧⴭⴰ-ⵧⵯ⵿-ⶖⶠ-ⶦⶨ-ⶮⶰ-ⶶⶸ-ⶾⷀ-ⷆⷈ-ⷎⷐ-ⷖⷘ-ⷞⷠ-ⷿⸯ々-〇〡-〯〱-〵〸-〼ぁ-ゖ゙゚ゝ-ゟァ-ヺー-ヿㄅ-ㄭㄱ-ㆎㆠ-ㆺㇰ-ㇿ㐀-䶵一-鿌ꀀ-ꒌꓐ-ꓽꔀ-ꘌꘐ-ꘫꙀ-꙯ꙴ-꙽ꙿ-ꚗꚟ-꛱ꜗ-ꜟꜢ-ꞈꞋ-ꞎꞐ-ꞓꞠ-Ɦꟸ-ꠧꡀ-ꡳꢀ-꣄꣐-꣙꣠-ꣷꣻ꤀-꤭ꤰ-꥓ꥠ-ꥼꦀ-꧀ꧏ-꧙ꨀ-ꨶꩀ-ꩍ꩐-꩙ꩠ-ꩶꩺꩻꪀ-ꫂꫛ-ꫝꫠ-ꫯꫲ-꫶ꬁ-ꬆꬉ-ꬎꬑ-ꬖꬠ-ꬦꬨ-ꬮꯀ-ꯪ꯬꯭꯰-꯹가-힣ힰ-ퟆퟋ-ퟻ豈-舘並-龎ff-stﬓ-ﬗיִ-ﬨשׁ-זּטּ-לּמּנּסּףּפּצּ-ﮱﯓ-ﴽﵐ-ﶏﶒ-ﷇﷰ-ﷻ︀-️︠-︦︳︴﹍-﹏ﹰ-ﹴﹶ-ﻼ０-９Ａ-Ｚ＿ａ-ｚｦ-ﾾￂ-ￇￊ-ￏￒ-ￗￚ-ￜ]": 'INVALIDE2',
      delimiters: ['', '']
    }),
    replace({
      preventAssignment: true,
      'process.env.NODE_ENV': minify ?
        JSON.stringify('production') : JSON.stringify('development'),
      // 'global.': '(typeof global!=="undefined" ? global : window).'
    }),
    builtins({}),
    // // nodePolyfills({}),
    resolve({
      preferBuiltins: true,
    }),
    typescript({
      noEmitOnError: false,
      declaration: false,
      declarationDir: null,
      allowJs:true,
      target: legacy?"es6":"esnext",
    }),
    commonjs({
      extensions: ['.js'],
    }), // so Rollup can convert `ms` to an ES module
    globals({
      // react: 'React',
      'webworker-threads':'webworkerThreads',
      'wordnet-db':'wordnetDb'
    }),
  ]);
  if (minify) {
    const minifyPlugins = [

    ].concat(plugins,
      [
        terser({
          sourcemaps: true,
          compress: true,
          mangle: true,
          verbose: true,
        }),
      ]);
    return minifyPlugins;
  }
  return plugins;
}


export default [
  //web
  {
    input: "src/index.ts",
    output: getOutput({
      minify: false,
      server: false,
    }),
    external,
    plugins: getPlugins({
      minify: false,
      browser:true,
    }),
  },
  //web minified
  {
    input: "src/index.ts",
    output: getOutput({
      minify: true,
      server: false,
    }),
    external,
    plugins: getPlugins({
      minify: true,
      browser:true,
    }),
  },
  //web - LEGACY
  {
    input: "src/index.ts",
    output: getOutput({
      minify: false,
      server: false,
      legacy: true,
    }),
    external,
    plugins: getPlugins({
      minify: false,
      browser: true,
      legacy: true,
    }),
  },
  //web minified - LEGACY
  {
    input: "src/index.ts",
    output: getOutput({
      minify: true,
      server: false,
      legacy: true,
    }),
    external,
    plugins: getPlugins({
      minify: true,
      browser: true,
      legacy: true,
    }),
  },
  //node cjs + esm
  {
    input: "src/index.ts",
    output: getOutput({
      minify: false,
      server: true,
    }),
    external:serverExternal,
    plugins: getPlugins({
      minify: false,
      server: true,
    }),
  },
];