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Hello, I want to use the package inside a browser extension, but I can't manage to get it right. I'm building the extension with webpack.
webpack.common.js
const path = require('path');
const ESLintPlugin = require('eslint-webpack-plugin');
const CopyPlugin = require('copy-webpack-plugin');
const extensionPages = {
popup: './src/pages/popup',
options: './src/pages/options',
}
const resources = {
loading: './src/lib/Loading'
}
const scripts = {
serviceWorker: './src/threads/serviceWorker',
contentScript: './src/threads/contentScript',
}
const libs = {
'libsvm-js': './node_modules/libsvm-js/dist/browser/wasm/libsvm'
}
module.exports = {
entry: {
...scripts,
...extensionPages,
...resources,
...libs
},
experiments: {
topLevelAwait: true,
asyncWebAssembly: true,
syncWebAssembly: true,
},
module: {
rules: [
{
test: /\.(js|ts)x?$/,
use: ['babel-loader'],
exclude: /node_modules/,
},
{
test: /\.css$/i,
use: ['style-loader', 'css-loader', 'postcss-loader'],
},
{
test: [/\.wasm(\?v=[0-9]\.[0-9]\.[0-9])?$/, /libsvm\.asm\.js$/, /libsvm\.js\.mem$/],
loader: 'url-loader',
},
],
},
resolve: {
fallback: {
path: require.resolve("path-browserify"),
crypto: require.resolve("crypto-browserify")
},
alias: {
'@lib': path.resolve(__dirname, 'src', 'lib'),
'@pages': path.resolve(__dirname, 'src', 'pages'),
'@threads': path.resolve(__dirname, 'src', 'threads'),
'@views': path.resolve(__dirname, 'src', 'views'),
'@controllers': path.resolve(__dirname, 'src', 'controllers'),
'@services': path.resolve(__dirname, 'src', 'services'),
'@factories': path.resolve(__dirname, 'src', 'factories'),
'@styles': path.resolve(__dirname, 'src', 'styles'),
'@utils': path.resolve(__dirname, 'src', 'utils'),
'@models': path.resolve(__dirname, 'src', 'models'),
'@handLandmarkDetectors': path.resolve(__dirname, 'src', 'handLandmarkDetectors'),
'@gestures': path.resolve(__dirname, 'src', 'gestures'),
'@classifiers': path.resolve(__dirname, 'src', 'classifiers'),
},
extensions: ['.ts', '.js'],
modules: [path.resolve(__dirname, "node_modules")],
},
output: {
filename: '[name].js',
path: path.resolve(__dirname, 'dist'),
clean: true,
},
plugins: [
new CopyPlugin({
patterns: [
path.resolve(__dirname, "./manifest.json"),
path.resolve(__dirname, 'src', 'styles', "./tailwind.css"),
path.resolve(__dirname, 'src', 'lib', 'Loading', 'loading.css'),
{
from: 'src/**/*.html',
to: '[name][ext]'
},
{ from: 'public' }
]
}),
new ESLintPlugin({
extensions: ['js', 'ts'],
overrideConfigFile: path.resolve(__dirname, '.eslintrc.cjs'),
}),
],
};
And after that i'm trying to import the lib inside an Adapter file:
svm.ts
import SVM from 'libsvm-js'
import { IStaticClassifier } from '@classifiers/types'
import { staticImplements } from '@utils/staticImplements'
@staticImplements<IStaticClassifier>()
export default class SVMClassifier {
private estimator: any
static create() {
const svm = new SVMClassifier()
svm.setup()
return svm
}
async setup() {
console.log('Iniciando classificador SVM')
this.estimator = new SVM({
kernel: SVM.KERNEL_TYPES.POLYNOMIAL,
type: SVM.SVM_TYPES.EPSILON_SVR,
gamma: 1,
cost: 6,
degree: 2
});
console.log('Criado classificador SVM')
}
async fit(data: unknown, labels: unknown) {
await this.estimator.train(data, labels)
}
async predict(hands: unknown) {
return this.estimator.predict(hands)
}
}
What am I missing? Am I doing something wrong?
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