From 1c27ccb17c85f0f6982db45de426181d2c231d0e Mon Sep 17 00:00:00 2001 From: GramingFoxTeam Date: Wed, 16 Nov 2022 13:59:55 +0300 Subject: [PATCH] feat: prettier and eslint --- .eslintrc.cjs | 18 + .eslintrc.js | 18 + .prettierrc.json | 4 + bots/config.example.json | 34 +- bots/discord/commands/trainMessage.js | 72 +- .../events/discord/interactionCreate.js | 39 +- bots/discord/events/discord/messageCreate.js | 12 +- bots/discord/events/helper/aiResponse.js | 47 +- bots/discord/events/helper/ocrResponse.js | 12 +- bots/discord/index.js | 40 +- bots/discord/registerCommands.js | 25 +- client/index.js | 122 +- package-lock.json | 1939 +++++++++++++++++ package.json | 9 +- server/PROTOCOL.md | 44 +- server/config.example.json | 20 +- server/events/addTrainData.js | 22 +- server/events/ai.js | 22 +- server/events/index.js | 7 +- server/events/ocr.js | 30 +- server/events/trainAI.js | 97 +- server/index.js | 50 +- 22 files changed, 2359 insertions(+), 324 deletions(-) create mode 100644 .eslintrc.cjs create mode 100644 .eslintrc.js create mode 100644 .prettierrc.json create mode 100644 package-lock.json diff --git a/.eslintrc.cjs b/.eslintrc.cjs new file mode 100644 index 0000000..02b2605 --- /dev/null +++ b/.eslintrc.cjs @@ -0,0 +1,18 @@ +module.exports = { + env: { + es2021: true, + node: true + }, + extends: 'eslint:recommended', + overrides: [], + parserOptions: { + ecmaVersion: 'latest', + sourceType: 'module' + }, + rules: { + indent: ['error', 'tab'], + 'linebreak-style': ['error', 'windows'], + quotes: ['error', 'single'], + semi: ['error', 'always'] + } +}; diff --git a/.eslintrc.js b/.eslintrc.js new file mode 100644 index 0000000..3e22563 --- /dev/null +++ b/.eslintrc.js @@ -0,0 +1,18 @@ +module.exports = { + env: { + es2021: true, + node: true + }, + extends: 'eslint:recommended', + overrides: [], + parserOptions: { + ecmaVersion: 'latest', + sourceType: 'module' + }, + rules: { + indent: ['error', 'tab'], + 'linebreak-style': ['error', 'windows'], + quotes: ['error', 'single'], + semi: ['error', 'always'] + } +}; diff --git a/.prettierrc.json b/.prettierrc.json new file mode 100644 index 0000000..32ebab4 --- /dev/null +++ b/.prettierrc.json @@ -0,0 +1,4 @@ +{ + "singleQuote": true, + "trailingComma": "none" +} diff --git a/bots/config.example.json b/bots/config.example.json index 3ff5e97..402503a 100644 --- a/bots/config.example.json +++ b/bots/config.example.json @@ -1,19 +1,19 @@ { - "discord": { - "token": "YOUR-BOT-TOKEN-HERE", - "id": "1038762591805247518" - }, - - "server": { - "port": 3000, - "host": "192.168.1.6" - }, + "discord": { + "token": "YOUR-BOT-TOKEN-HERE", + "id": "1038762591805247518" + }, - "responses": [ - { - "label": "DOWNLOAD", - "threshold": 0.85, - "text": "you wanted peevanced" - } - ] -} \ No newline at end of file + "server": { + "port": 3000, + "host": "192.168.1.6" + }, + + "responses": [ + { + "label": "DOWNLOAD", + "threshold": 0.85, + "text": "you wanted peevanced" + } + ] +} diff --git a/bots/discord/commands/trainMessage.js b/bots/discord/commands/trainMessage.js index 4c2558f..5a45c5a 100644 --- a/bots/discord/commands/trainMessage.js +++ b/bots/discord/commands/trainMessage.js @@ -1,35 +1,49 @@ -import { ContextMenuCommandBuilder, ApplicationCommandType, ActionRowBuilder, SelectMenuBuilder, ComponentType } from 'discord.js'; +import { + ContextMenuCommandBuilder, + ApplicationCommandType, + ActionRowBuilder, + SelectMenuBuilder, + ComponentType +} from 'discord.js'; export default { - data: new ContextMenuCommandBuilder() - .setName('Train Message') - .setType(ApplicationCommandType.Message), - async execute(interaction) { - const options = []; + data: new ContextMenuCommandBuilder() + .setName('Train Message') + .setType(ApplicationCommandType.Message), + async execute(interaction) { + const options = []; - for (const { label } of global.config.responses) { - options.push({ - label: label, - description: `The ${label} label.`, - value: label.toLowerCase() - }); - }; + for (const { label } of global.config.responses) { + options.push({ + label: label, + description: `The ${label} label.`, + value: label.toLowerCase() + }); + } - const row = new ActionRowBuilder() - .addComponents( - new SelectMenuBuilder() - .setCustomId('select') - .setPlaceholder('Nothing selected') - .addOptions(options), - ); - const reply = await interaction.reply({ content: 'Please select the corresponding label to train the bot.', components: [row], ephemeral: true }); + const row = new ActionRowBuilder().addComponents( + new SelectMenuBuilder() + .setCustomId('select') + .setPlaceholder('Nothing selected') + .addOptions(options) + ); + const reply = await interaction.reply({ + content: 'Please select the corresponding label to train the bot.', + components: [row], + ephemeral: true + }); - const collector = reply.createMessageComponentCollector({ componentType: ComponentType.StringSelect, time: 15000 }); + const collector = reply.createMessageComponentCollector({ + componentType: ComponentType.StringSelect, + time: 15000 + }); - collector.on('collect', i => { - i.client.helper.sendTrainData(interaction.targetMessage.content, i.values[0].toUpperCase()); + collector.on('collect', (i) => { + i.client.helper.sendTrainData( + interaction.targetMessage.content, + i.values[0].toUpperCase() + ); - i.reply({ content: 'Sent train data to server.', ephemeral: true }); - }); - - } -} \ No newline at end of file + i.reply({ content: 'Sent train data to server.', ephemeral: true }); + }); + } +}; diff --git a/bots/discord/events/discord/interactionCreate.js b/bots/discord/events/discord/interactionCreate.js index ea76246..82a9b14 100644 --- a/bots/discord/events/discord/interactionCreate.js +++ b/bots/discord/events/discord/interactionCreate.js @@ -1,23 +1,28 @@ import { Events } from 'discord.js'; export default { - name: Events.InteractionCreate, - once: false, - async execute(interaction) { - if (!interaction.isMessageContextMenuCommand()) return; + name: Events.InteractionCreate, + once: false, + async execute(interaction) { + if (!interaction.isMessageContextMenuCommand()) return; - const command = interaction.client.commands.get(interaction.commandName); + const command = interaction.client.commands.get(interaction.commandName); - if (!command) { - console.error(`No command matching ${interaction.commandName} was found.`); - return; - } + if (!command) { + console.error( + `No command matching ${interaction.commandName} was found.` + ); + return; + } - try { - await command.execute(interaction); - } catch (error) { - console.error(error); - await interaction.reply({ content: 'There was an error while executing this command!', ephemeral: true }); - } - } -} \ No newline at end of file + try { + await command.execute(interaction); + } catch (error) { + console.error(error); + await interaction.reply({ + content: 'There was an error while executing this command!', + ephemeral: true + }); + } + } +}; diff --git a/bots/discord/events/discord/messageCreate.js b/bots/discord/events/discord/messageCreate.js index 622f3f1..bd7ff47 100644 --- a/bots/discord/events/discord/messageCreate.js +++ b/bots/discord/events/discord/messageCreate.js @@ -1,9 +1,9 @@ import { Events } from 'discord.js'; export default { - name: Events.MessageCreate, - once: false, - execute(msg) { - msg.client.helper.scanText(msg.content, `${msg.channelId}/${msg.id}`); - } -} \ No newline at end of file + name: Events.MessageCreate, + once: false, + execute(msg) { + msg.client.helper.scanText(msg.content, `${msg.channelId}/${msg.id}`); + } +}; diff --git a/bots/discord/events/helper/aiResponse.js b/bots/discord/events/helper/aiResponse.js index 1518806..fecf23a 100644 --- a/bots/discord/events/helper/aiResponse.js +++ b/bots/discord/events/helper/aiResponse.js @@ -1,30 +1,31 @@ export default { - name: 'aiResponse', - once: false, - async execute(aiRes) { - console.log(aiRes); - const response = config.responses.find(res => res.label === aiRes.predictions[0].label); - if (!response) return; + name: 'aiResponse', + once: false, + async execute(aiRes) { + const response = global.config.responses.find( + (res) => res.label === aiRes.predictions[0].label + ); + if (!response) return; - if (Number(aiRes.predictions[0].score) >= response.threshold) { - const ids = aiRes.id.split('/'); - let channel = client.channels.cache.get(ids[0]); + if (Number(aiRes.predictions[0].score) >= response.threshold) { + const ids = aiRes.id.split('/'); + let channel = global.client.channels.cache.get(ids[0]); - if (!channel) { - await client.channels.fetch(ids[0]); - channel = client.channels.cache.get(ids[0]); - } + if (!channel) { + await global.client.channels.fetch(ids[0]); + channel = global.client.channels.cache.get(ids[0]); + } - let message = channel.messages.cache.get(ids[1]); + let message = channel.messages.cache.get(ids[1]); - if (!message) { - await channel.messages.fetch(ids[1]); - message = channel.messages.cache.get(ids[1]); - } + if (!message) { + await channel.messages.fetch(ids[1]); + message = channel.messages.cache.get(ids[1]); + } - message.reply(response.text); + message.reply(response.text); - return; - } - } -} \ No newline at end of file + return; + } + } +}; diff --git a/bots/discord/events/helper/ocrResponse.js b/bots/discord/events/helper/ocrResponse.js index 737e8df..a9b9aff 100644 --- a/bots/discord/events/helper/ocrResponse.js +++ b/bots/discord/events/helper/ocrResponse.js @@ -1,7 +1,7 @@ export default { - name: 'ocrResponse', - once: false, - execute(client, ocrRes) { - // TODO - } -} \ No newline at end of file + name: 'ocrResponse', + once: false, + execute() { + // TODO + } +}; diff --git a/bots/discord/index.js b/bots/discord/index.js index bc9ebbd..8fdb71e 100644 --- a/bots/discord/index.js +++ b/bots/discord/index.js @@ -1,4 +1,4 @@ -import { Client, Events, GatewayIntentBits, Collection } from 'discord.js'; +import { Client, GatewayIntentBits, Collection } from 'discord.js'; import { readFileSync, readdirSync } from 'node:fs'; // Fix __dirname not being defined in ES modules. (https://stackoverflow.com/a/64383997) import { fileURLToPath } from 'node:url'; @@ -11,45 +11,59 @@ import HelperClient from '../../client/index.js'; const configJSON = readFileSync('../config.json', 'utf-8'); global.config = JSON.parse(configJSON); -const helper = new HelperClient(config); +const helper = new HelperClient(global.config); helper.connect(); -global.client = new Client({ intents: [GatewayIntentBits.Guilds, GatewayIntentBits.GuildMessages, GatewayIntentBits.MessageContent] }); +global.client = new Client({ + intents: [ + GatewayIntentBits.Guilds, + GatewayIntentBits.GuildMessages, + GatewayIntentBits.MessageContent + ] +}); -client.commands = new Collection(); -client.helper = helper; +global.client.commands = new Collection(); +global.client.helper = helper; const commandsPath = join(__dirname, 'commands'); -const commandFiles = readdirSync(commandsPath).filter(file => file.endsWith('.js')); +const commandFiles = readdirSync(commandsPath).filter((file) => + file.endsWith('.js') +); for (const file of commandFiles) { const filePath = join(commandsPath, file); const command = (await import(`file://${filePath}`)).default; if ('data' in command && 'execute' in command) { - client.commands.set(command.data.name, command); + global.client.commands.set(command.data.name, command); } else { - console.log(`[WARNING] The command at ${filePath} is missing a required "data" or "execute" property.`); + console.log( + `[WARNING] The command at ${filePath} is missing a required "data" or "execute" property.` + ); } } const discordEventsPath = join(__dirname, 'events/discord'); -const discordEventFiles = readdirSync(discordEventsPath).filter(file => file.endsWith('.js')); +const discordEventFiles = readdirSync(discordEventsPath).filter((file) => + file.endsWith('.js') +); for (const file of discordEventFiles) { const filePath = join(discordEventsPath, file); const event = (await import(`file://${filePath}`)).default; if (event.once) { - client.once(event.name, (...args) => event.execute(...args)); + global.client.once(event.name, (...args) => event.execute(...args)); } else { - client.on(event.name, (...args) => event.execute(...args)); + global.client.on(event.name, (...args) => event.execute(...args)); } } // The ReVanced Helper events. const helperEventsPath = join(__dirname, 'events/helper'); -const helperEventFiles = readdirSync(helperEventsPath).filter(file => file.endsWith('.js')); +const helperEventFiles = readdirSync(helperEventsPath).filter((file) => + file.endsWith('.js') +); for (const file of helperEventFiles) { const filePath = join(helperEventsPath, file); @@ -61,4 +75,4 @@ for (const file of helperEventFiles) { } } -client.login(config.discord.token); \ No newline at end of file +global.client.login(global.config.discord.token); diff --git a/bots/discord/registerCommands.js b/bots/discord/registerCommands.js index a6ddeff..4392de8 100644 --- a/bots/discord/registerCommands.js +++ b/bots/discord/registerCommands.js @@ -5,7 +5,9 @@ const config = JSON.parse(configJSON); const commands = []; // Grab all the command files from the commands directory you created earlier -const commandFiles = readdirSync('./commands').filter(file => file.endsWith('.js')); +const commandFiles = readdirSync('./commands').filter((file) => + file.endsWith('.js') +); // Grab the SlashCommandBuilder#toJSON() output of each command's data for deployment for (const file of commandFiles) { @@ -17,16 +19,17 @@ for (const file of commandFiles) { const rest = new REST({ version: '10' }).setToken(config.discord.token); try { - console.log(`Started refreshing ${commands.length} application (/) commands.`); + console.log( + `Started refreshing ${commands.length} application (/) commands.` + ); - // The put method is used to fully refresh all commands in the guild with the current set - const data = await rest.put( - Routes.applicationCommands(config.discord.id), - { body: commands }, - ); + // The put method is used to fully refresh all commands in the guild with the current set + const data = await rest.put(Routes.applicationCommands(config.discord.id), { + body: commands + }); - console.log(`Successfully reloaded ${data.length} application (/) commands.`); + console.log(`Successfully reloaded ${data.length} application (/) commands.`); } catch (error) { - // And of course, make sure you catch and log any errors! - console.error(error); -} \ No newline at end of file + // And of course, make sure you catch and log any errors! + console.error(error); +} diff --git a/client/index.js b/client/index.js index b7ba77b..14ba872 100644 --- a/client/index.js +++ b/client/index.js @@ -3,76 +3,84 @@ import { serialize, deserialize } from 'bson'; import EventEmitter from 'node:events'; class HelperClient extends EventEmitter { - constructor({ server }) { - super(); - if (!server?.port) throw new Error('You did not specify the server port.'); - this.server = server; - }; + constructor({ server }) { + super(); + if (!server?.port) throw new Error('You did not specify the server port.'); + this.server = server; + } - connect() { - this.client = createConnection(this.server.port, this.server.host ? this.server.host : 'localhost', () => { - this.emit('connect'); - }); + connect() { + this.client = createConnection( + this.server.port, + this.server.host ? this.server.host : 'localhost', + () => { + this.emit('connect'); + } + ); - this.client.on('data', (data) => { - const eventData = deserialize(data, { allowObjectSmallerThanBufferSize: true }); + this.client.on('data', (data) => { + const eventData = deserialize(data, { + allowObjectSmallerThanBufferSize: true + }); - switch (eventData.op) { - case 2: { - // The 'aiResponse' event. + switch (eventData.op) { + case 2: { + // The 'aiResponse' event. - this.emit('aiResponse', eventData); - }; + this.emit('aiResponse', eventData); + break; + } - case 6: { - // The 'ocrResponse' event. + case 6: { + // The 'ocrResponse' event. - this.emit('ocrResponse', eventData); - }; - }; - }); - }; + this.emit('ocrResponse', eventData); + break; + } + } + }); + } - sendData(data) { - this.client.write(serialize(data)); - return; - }; + sendData(data) { + this.client.write(serialize(data)); + return; + } - scanText(text, id) { - this.sendData({ - op: 1, - id, - text - }); + scanText(text, id) { + this.sendData({ + op: 1, + id, + text + }); - return; - }; + return; + } - scanImage(url, id) { - this.sendData({ - op: 5, - id, - url - }); + scanImage(url, id) { + this.sendData({ + op: 5, + id, + url + }); - return; - }; + return; + } - sendTrainData(text, label) { - this.sendData({ - op: 3, - label, - text - }); + sendTrainData(text, label) { + this.sendData({ + op: 3, + label, + text + }); - return; - }; + return; + } - trainAI() { - this.sendData({ op: 4 }); + trainAI() { + this.sendData({ op: 4 }); - return; - }; -}; + return; + } +} -export default HelperClient; \ No newline at end of file +export default 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true + }, + "yocto-queue": { + "version": "0.1.0", + "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", + "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", + "dev": true + } + } +} diff --git a/package.json b/package.json index 418d51a..deee07b 100644 --- a/package.json +++ b/package.json @@ -11,5 +11,12 @@ "bugs": { "url": "https://github.com/reisxd/revanced-helper/issues" }, - "homepage": "https://github.com/reisxd/revanced-helper#readme" + "homepage": "https://github.com/reisxd/revanced-helper#readme", + "scripts": { + "lint": "prettier --write . && eslint --fix ." + }, + "devDependencies": { + "eslint": "^8.27.0", + "prettier": "2.7.1" + } } diff --git a/server/PROTOCOL.md b/server/PROTOCOL.md index 6a19e0f..c51d3c9 100644 --- a/server/PROTOCOL.md +++ b/server/PROTOCOL.md @@ -8,9 +8,9 @@ Sending the server this JSON (BSON) will send you back the AI predictions. ```json { - "op": 1, - "id": "String", - "text": "How do i download ReVanced?" + "op": 1, + "id": "String", + "text": "How do i download ReVanced?" } ``` @@ -18,14 +18,14 @@ And the server would return something like this: ```json { - "op": 2, - "id": "String", - "predictions": [ - { - "label": "DOWNLOAD", - "score": "1" - } - ] + "op": 2, + "id": "String", + "predictions": [ + { + "label": "DOWNLOAD", + "score": "1" + } + ] } ``` @@ -35,9 +35,9 @@ To add data to the train data, send a BSON (JSON) like this: ```json { - "op": 3, - "label": "FALSEPOSITIVE", - "text": "how" + "op": 3, + "label": "FALSEPOSITIVE", + "text": "how" } ``` @@ -45,7 +45,7 @@ To train the AI and to re-load it, send this BSON (JSON): ```json { - "event": 4 + "event": 4 } ``` @@ -55,9 +55,9 @@ Sending the server this JSON (BSON) will send you back the read text. ```json { - "op": 5, - "id": "String", - "url": "https://cdn.discordapp.com/attachments/1033338556493606963/1033338557231796224/Screenshot_20221022-121318.jpg" + "op": 5, + "id": "String", + "url": "https://cdn.discordapp.com/attachments/1033338556493606963/1033338557231796224/Screenshot_20221022-121318.jpg" } ``` @@ -65,8 +65,8 @@ And the server would return something like this: ```json { - "op": 6, - "id": "String", - "ocrText": "..." + "op": 6, + "id": "String", + "ocrText": "..." } -``` \ No newline at end of file +``` diff --git a/server/config.example.json b/server/config.example.json index 7412e9d..56cc7df 100644 --- a/server/config.example.json +++ b/server/config.example.json @@ -1,12 +1,12 @@ { - "server": { - "port": 3000 - }, + "server": { + "port": 3000 + }, - "fasttext": { - "bin": "./model/fastText/fasttext", - "loadModel": "./model/model.bin", - "trainFile": "./model/train.tsv", - "debug": true - } -} \ No newline at end of file + "fasttext": { + "bin": "./model/fastText/fasttext", + "loadModel": "./model/model.bin", + "trainFile": "./model/train.tsv", + "debug": true + } +} diff --git a/server/events/addTrainData.js b/server/events/addTrainData.js index d52f2e8..c253873 100644 --- a/server/events/addTrainData.js +++ b/server/events/addTrainData.js @@ -2,15 +2,21 @@ import { readFileSync, writeFileSync } from 'node:fs'; import { join } from 'node:path'; export default function addTrainData(eventData) { - const file = readFileSync(join(global.__dirname, global.config.fasttext.trainFile), 'utf-8'); - const data = file.split('\n'); - const { label, text } = eventData; + const file = readFileSync( + join(global.__dirname, global.config.fasttext.trainFile), + 'utf-8' + ); + const data = file.split('\n'); + const { label, text } = eventData; - const labelIndex = data.findIndex((data) => data.startsWith(label)); + const labelIndex = data.findIndex((data) => data.startsWith(label)); - data.splice(labelIndex === -1 ? 0 : labelIndex, 0, `${label} ${text}`); + data.splice(labelIndex === -1 ? 0 : labelIndex, 0, `${label} ${text}`); - writeFileSync(join(global.__dirname, global.config.fasttext.trainFile), data.join('\n')); + writeFileSync( + join(global.__dirname, global.config.fasttext.trainFile), + data.join('\n') + ); - return; -} \ No newline at end of file + return; +} diff --git a/server/events/ai.js b/server/events/ai.js index 473a1e9..ffd5398 100644 --- a/server/events/ai.js +++ b/server/events/ai.js @@ -1,15 +1,15 @@ import { serialize } from 'bson'; export default async function runAI(client, data) { - const predictions = await global.ft.predict(data.text); - const jsonData = { - op: 2, - id: data.id, - predictions - }; + const predictions = await global.ft.predict(data.text); + const jsonData = { + op: 2, + id: data.id, + predictions + }; - const bsonData = serialize(jsonData); - client.write(bsonData); - - return; -} \ No newline at end of file + const bsonData = serialize(jsonData); + client.write(bsonData); + + return; +} diff --git a/server/events/index.js b/server/events/index.js index 32fc842..95a0d26 100644 --- a/server/events/index.js +++ b/server/events/index.js @@ -3,9 +3,4 @@ import trainAI from './trainAI.js'; import runOCR from './ocr.js'; import addTrainData from './addTrainData.js'; -export { - runAI, - trainAI, - runOCR, - addTrainData -} \ No newline at end of file +export { runAI, trainAI, runOCR, addTrainData }; diff --git a/server/events/ocr.js b/server/events/ocr.js index 4175db5..d196cc8 100644 --- a/server/events/ocr.js +++ b/server/events/ocr.js @@ -2,22 +2,22 @@ import { recognize } from 'node-tesseract-ocr'; import { serialize } from 'bson'; export default async function runOCR(client, eventData) { - const config = { - lang: 'eng', - oem: 3, - psm: 3, - }; + const config = { + lang: 'eng', + oem: 3, + psm: 3 + }; - const ocrText = await recognize(eventData.url, config); + const ocrText = await recognize(eventData.url, config); - const jsonData = { - op: 6, - id: eventData.id, - ocrText - }; + const jsonData = { + op: 6, + id: eventData.id, + ocrText + }; - const bsonData = serialize(jsonData); - client.write(bsonData); + const bsonData = serialize(jsonData); + client.write(bsonData); - return; -} \ No newline at end of file + return; +} diff --git a/server/events/trainAI.js b/server/events/trainAI.js index e7ed2fc..5971119 100644 --- a/server/events/trainAI.js +++ b/server/events/trainAI.js @@ -2,53 +2,56 @@ import FastText from 'fasttext.js'; import { join } from 'node:path'; export default async function trainAI() { - const ft = new FastText({ - train: { - // number of concurrent threads - thread: 8, - // verbosity level [2] - verbose: 4, - // number of negatives sampled [5] - neg: 7, - // loss function {ns, hs, softmax} [ns] - loss: 'ns', - // learning rate [0.05] - lr: 1, - // change the rate of updates for the learning rate [100] - lrUpdateRate: 1000, - // max length of word ngram [1] - wordNgrams: 5, - // minimal number of word occurences - minCount: 1, - // minimal number of word occurences - minCountLabel: 1, - // size of word vectors [100] - dim: 100, - // size of the context window [5] - ws: 5, - // number of epochs [5] - epoch: 20, - // number of buckets [2000000] - bucket: 2000000, - // min length of char ngram [3] - minn: process.env.TRAIN_MINN || 3, - // max length of char ngram [6] - maxn: process.env.TRAIN_MAXN || 6, - // sampling threshold [0.0001] - t: 0.0001, - // load pre trained word vectors from unsupervised model - pretrainedVectors: '' - }, - serializeTo: join(global.__dirname, global.config.fasttext.loadModel).replace('.bin', ''), - trainFile: join(global.__dirname, global.config.fasttext.trainFile), - bin: join(global.__dirname, global.config.fasttext.bin) - }); - - global.ft.unload(); + const ft = new FastText({ + train: { + // number of concurrent threads + thread: 8, + // verbosity level [2] + verbose: 4, + // number of negatives sampled [5] + neg: 7, + // loss function {ns, hs, softmax} [ns] + loss: 'ns', + // learning rate [0.05] + lr: 1, + // change the rate of updates for the learning rate [100] + lrUpdateRate: 1000, + // max length of word ngram [1] + wordNgrams: 5, + // minimal number of word occurences + minCount: 1, + // minimal number of word occurences + minCountLabel: 1, + // size of word vectors [100] + dim: 100, + // size of the context window [5] + ws: 5, + // number of epochs [5] + epoch: 20, + // number of buckets [2000000] + bucket: 2000000, + // min length of char ngram [3] + minn: process.env.TRAIN_MINN || 3, + // max length of char ngram [6] + maxn: process.env.TRAIN_MAXN || 6, + // sampling threshold [0.0001] + t: 0.0001, + // load pre trained word vectors from unsupervised model + pretrainedVectors: '' + }, + serializeTo: join( + global.__dirname, + global.config.fasttext.loadModel + ).replace('.bin', ''), + trainFile: join(global.__dirname, global.config.fasttext.trainFile), + bin: join(global.__dirname, global.config.fasttext.bin) + }); - await ft.train() + global.ft.unload(); - global.ft.load(); + await ft.train(); - return; -} \ No newline at end of file + global.ft.load(); + + return; +} diff --git a/server/index.js b/server/index.js index a8d938d..eeaf7f5 100644 --- a/server/index.js +++ b/server/index.js @@ -1,7 +1,7 @@ import { readFileSync } from 'node:fs'; // Fix __dirname not being defined in ES modules. (https://stackoverflow.com/a/64383997) import { fileURLToPath } from 'node:url'; -import { dirname, join } from 'node:path'; +import { dirname } from 'node:path'; const __filename = fileURLToPath(import.meta.url); global.__dirname = dirname(__filename); @@ -22,33 +22,33 @@ ft.load(); global.ft = ft; const server = createServer(async (client) => { - client.on('data', async (data) => { - const eventData = deserialize(data, { allowObjectSmallerThanBufferSize: true }); + client.on('data', async (data) => { + const eventData = deserialize(data, { + allowObjectSmallerThanBufferSize: true + }); - switch(eventData.op) { - case 1: { - runAI(client, eventData); - break; - }; + switch (eventData.op) { + case 1: { + runAI(client, eventData); + break; + } - case 3: { - addTrainData(eventData); - break; - }; + case 3: { + addTrainData(eventData); + break; + } - case 4: { - trainAI(); - break; - - }; + case 4: { + trainAI(); + break; + } - case 5: { - runOCR(client, eventData); - break; - }; - }; - - }); + case 5: { + runOCR(client, eventData); + break; + } + } + }); }); -server.listen(global.config.server.port || 3000); \ No newline at end of file +server.listen(global.config.server.port || 3000);