From 81ab4c2fe3abdeb500f6fe86db8fff3f6cca52ca Mon Sep 17 00:00:00 2001 From: Peter Pan Date: Tue, 10 Nov 2020 14:51:46 +0800 Subject: [PATCH 01/13] feat: rewrite high-dimensional --- frontend/package.json | 18 +- frontend/packages/cli/package.json | 12 +- frontend/packages/core/builder/netron.js | 2 +- frontend/packages/core/package.json | 85 +- frontend/packages/core/public/icons/reset.svg | 3 + .../packages/core/public/icons/selection.svg | 3 + .../packages/core/public/icons/three-d.svg | 4 + .../public/locales/en/high-dimensional.json | 40 +- .../public/locales/zh/high-dimensional.json | 40 +- frontend/packages/core/snowpack.config.js | 2 +- frontend/packages/core/src/App.tsx | 61 +- .../core/src/components/BodyLoading.tsx | 11 +- .../packages/core/src/components/Button.tsx | 108 +- .../packages/core/src/components/Content.tsx | 8 +- .../HighDimensionalPage/ChartOperations.tsx | 105 + .../HighDimensionalPage/DimensionSwitch.tsx | 55 + .../HighDimensionalChart.tsx | 207 +- .../HighDimensionalPage/ReductionTab.tsx | 42 + .../HighDimensionalPage/UploadDialog.tsx | 243 + .../components/SamplePage/ImagePreviewer.tsx | 2 +- .../src/components/SamplePage/SampleChart.tsx | 4 +- .../core/src/components/ScatterChart.tsx | 498 +- .../packages/core/src/components/Select.tsx | 11 +- .../core/src/components/StackChart.tsx | 12 +- frontend/packages/core/src/components/Tab.tsx | 86 + .../packages/core/src/hooks/useECharts.ts | 4 +- .../packages/core/src/hooks/useWebAssembly.ts | 30 + frontend/packages/core/src/hooks/useWorker.ts | 49 + .../core/src/pages/high-dimensional.tsx | 415 +- .../src/resource/high-dimensional/index.ts | 44 +- .../src/resource/high-dimensional/parser.ts | 154 + .../src/resource/high-dimensional/types.ts | 58 +- frontend/packages/core/src/utils/fetch.ts | 17 +- frontend/packages/core/src/utils/index.ts | 2 + frontend/packages/core/src/utils/style.ts | 4 + frontend/packages/core/src/utils/theme.ts | 6 +- .../src/worker/high-dimensional/parse-data.ts | 34 + frontend/packages/core/src/worker/index.ts | 118 + frontend/packages/core/src/worker/types.ts | 29 + frontend/packages/core/src/worker/wasm.ts | 38 + frontend/packages/core/tsconfig.json | 16 +- frontend/packages/demo/package.json | 4 +- .../embedding/metadata/metadata-edited.tsv | 151 + .../metadata/word2vec_10000_200d_labels.tsv | 10001 ++++++++++++++++ .../embedding/tensor/iris_tensors.bytes | Bin 0 -> 2400 bytes .../tensor/word2vec_10000_200d_tensors.bytes | Bin 0 -> 8000000 bytes .../packages/mock/data/embedding/embedding.ts | 55 - .../mock/data/embedding/{tags.ts => list.ts} | 25 +- .../packages/mock/data/embedding/metadata.ts | 37 + .../packages/mock/data/embedding/tensor.ts | 37 + frontend/packages/mock/middleware.ts | 2 + frontend/packages/mock/package.json | 8 +- frontend/packages/netron/package.json | 26 +- frontend/packages/netron/webpack.config.js | 9 +- frontend/packages/server/index.ts | 2 +- frontend/packages/server/package.json | 12 +- frontend/packages/wasm/Cargo.lock | 73 + frontend/packages/wasm/Cargo.toml | 1 + .../packages/wasm/src/high_dimensional.rs | 173 +- frontend/packages/wasm/src/main.rs | 17 +- frontend/yarn.lock | 4481 ++++--- 61 files changed, 15179 insertions(+), 2615 deletions(-) create mode 100644 frontend/packages/core/public/icons/reset.svg create mode 100644 frontend/packages/core/public/icons/selection.svg create mode 100644 frontend/packages/core/public/icons/three-d.svg create mode 100644 frontend/packages/core/src/components/HighDimensionalPage/ChartOperations.tsx create mode 100644 frontend/packages/core/src/components/HighDimensionalPage/DimensionSwitch.tsx create mode 100644 frontend/packages/core/src/components/HighDimensionalPage/ReductionTab.tsx create mode 100644 frontend/packages/core/src/components/HighDimensionalPage/UploadDialog.tsx create mode 100644 frontend/packages/core/src/components/Tab.tsx create mode 100644 frontend/packages/core/src/hooks/useWebAssembly.ts create mode 100644 frontend/packages/core/src/hooks/useWorker.ts create mode 100644 frontend/packages/core/src/resource/high-dimensional/parser.ts create mode 100644 frontend/packages/core/src/worker/high-dimensional/parse-data.ts create mode 100644 frontend/packages/core/src/worker/index.ts create mode 100644 frontend/packages/core/src/worker/types.ts create mode 100644 frontend/packages/core/src/worker/wasm.ts create mode 100644 frontend/packages/mock/assets/embedding/metadata/metadata-edited.tsv create mode 100644 frontend/packages/mock/assets/embedding/metadata/word2vec_10000_200d_labels.tsv create mode 100644 frontend/packages/mock/assets/embedding/tensor/iris_tensors.bytes create mode 100644 frontend/packages/mock/assets/embedding/tensor/word2vec_10000_200d_tensors.bytes delete mode 100644 frontend/packages/mock/data/embedding/embedding.ts rename frontend/packages/mock/data/embedding/{tags.ts => list.ts} (64%) create mode 100644 frontend/packages/mock/data/embedding/metadata.ts create mode 100644 frontend/packages/mock/data/embedding/tensor.ts diff --git a/frontend/package.json b/frontend/package.json index c7a2a4d3d..69195c8bb 100644 --- a/frontend/package.json +++ b/frontend/package.json @@ -38,21 +38,21 @@ "version": "yarn format && git add -A" }, "devDependencies": { - "@typescript-eslint/eslint-plugin": "4.1.1", - "@typescript-eslint/parser": "4.1.1", - "eslint": "7.9.0", - "eslint-config-prettier": "6.11.0", + "@typescript-eslint/eslint-plugin": "4.6.0", + "@typescript-eslint/parser": "4.6.0", + "eslint": "7.12.1", + "eslint-config-prettier": "6.15.0", "eslint-plugin-license-header": "0.2.0", "eslint-plugin-prettier": "3.1.4", - "eslint-plugin-react": "7.20.6", - "eslint-plugin-react-hooks": "4.1.2", + "eslint-plugin-react": "7.21.5", + "eslint-plugin-react-hooks": "4.2.0", "husky": "4.3.0", "lerna": "3.22.1", - "lint-staged": "10.4.0", + "lint-staged": "10.5.1", "prettier": "2.1.2", "rimraf": "3.0.2", - "typescript": "4.0.2", - "yarn": "1.22.5" + "typescript": "4.0.5", + "yarn": "1.22.10" }, "engines": { "node": ">=10", diff --git a/frontend/packages/cli/package.json b/frontend/packages/cli/package.json index 01a616ac2..bf29ae114 100644 --- a/frontend/packages/cli/package.json +++ b/frontend/packages/cli/package.json @@ -35,17 +35,17 @@ ], "dependencies": { "@visualdl/server": "2.0.9", - "open": "7.2.1", + "open": "7.3.0", "ora": "5.1.0", - "pm2": "4.4.1", - "yargs": "16.0.3" + "pm2": "4.5.0", + "yargs": "16.1.0" }, "devDependencies": { - "@types/node": "14.10.3", - "@types/yargs": "15.0.5", + "@types/node": "14.14.6", + "@types/yargs": "15.0.9", "cross-env": "7.0.2", "ts-node": "9.0.0", - "typescript": "4.0.2" + "typescript": "4.0.5" }, "engines": { "node": ">=12", diff --git a/frontend/packages/core/builder/netron.js b/frontend/packages/core/builder/netron.js index c7300090f..2889e4063 100644 --- a/frontend/packages/core/builder/netron.js +++ b/frontend/packages/core/builder/netron.js @@ -20,7 +20,7 @@ const path = require('path'); const fs = require('fs-extra'); -const root = path.dirname(require('enhanced-resolve').sync(__dirname, '@visualdl/netron')); +const root = path.dirname(require('enhanced-resolve').sync(__dirname, '@visualdl/netron') || ''); const pathname = '/netron'; const dist = path.resolve(__dirname, '../dist'); const dest = path.join(dist, pathname); diff --git a/frontend/packages/core/package.json b/frontend/packages/core/package.json index d186d0d15..fe57553ae 100644 --- a/frontend/packages/core/package.json +++ b/frontend/packages/core/package.json @@ -34,82 +34,85 @@ "builder/environment.js" ], "dependencies": { - "@tippyjs/react": "4.1.0", + "@tippyjs/react": "4.2.0", "@visualdl/netron": "2.0.9", "@visualdl/wasm": "2.0.9", - "bignumber.js": "9.0.0", + "bignumber.js": "9.0.1", + "d3": "6.2.0", "d3-format": "2.0.0", "echarts": "4.9.0", "echarts-gl": "1.1.1", "eventemitter3": "4.0.7", "file-saver": "2.0.2", - "i18next": "19.7.0", + "i18next": "19.8.3", "i18next-browser-languagedetector": "6.0.1", "i18next-fetch-backend": "3.0.0", "lodash": "4.17.20", "mime-types": "2.1.27", - "moment": "2.28.0", + "moment": "2.29.1", "nprogress": "0.2.0", - "polished": "3.6.6", - "query-string": "6.13.2", - "react": "16.13.1", - "react-dom": "16.13.1", + "polished": "4.0.3", + "query-string": "6.13.6", + "react": "17.0.1", + "react-dom": "17.0.1", "react-helmet": "6.1.0", - "react-i18next": "11.7.2", + "react-i18next": "11.7.3", "react-input-range": "1.3.0", - "react-is": "16.13.1", + "react-is": "17.0.1", "react-rangeslider": "2.2.0", - "react-redux": "7.2.1", + "react-redux": "7.2.2", "react-router-dom": "5.2.0", "react-spinners": "0.9.0", - "react-toastify": "6.0.8", + "react-toastify": "6.0.9", "redux": "4.0.5", - "styled-components": "5.2.0", - "swr": "0.3.0", - "tippy.js": "6.2.6" + "styled-components": "5.2.1", + "swr": "0.3.8", + "three": "0.122.0", + "tippy.js": "6.2.7" }, "devDependencies": { - "@babel/core": "7.11.6", - "@babel/plugin-proposal-class-properties": "7.10.4", - "@babel/preset-env": "7.11.5", - "@babel/preset-react": "7.10.4", - "@baiducloud/sdk": "1.0.0-rc.22", + "@babel/core": "7.12.3", + "@babel/plugin-proposal-class-properties": "7.12.1", + "@babel/preset-env": "7.12.1", + "@babel/preset-react": "7.12.1", + "@baiducloud/sdk": "1.0.0-rc.25", "@simbathesailor/use-what-changed": "0.1.25", - "@snowpack/app-scripts-react": "1.10.0", - "@snowpack/plugin-dotenv": "2.0.1", - "@snowpack/plugin-optimize": "0.2.1", - "@snowpack/plugin-run-script": "2.1.2", + "@snowpack/app-scripts-react": "1.12.6", + "@snowpack/plugin-dotenv": "2.0.4", + "@snowpack/plugin-optimize": "0.2.7", + "@snowpack/plugin-run-script": "2.2.0", "@svgr/core": "5.4.0", - "@testing-library/jest-dom": "5.11.4", - "@testing-library/react": "11.0.4", - "@types/d3-format": "1.3.1", - "@types/echarts": "4.6.5", + "@testing-library/jest-dom": "5.11.5", + "@testing-library/react": "11.1.0", + "@types/d3": "5.16.3", + "@types/d3-format": "2.0.0", + "@types/echarts": "4.9.0", "@types/file-saver": "2.0.1", - "@types/jest": "26.0.14", - "@types/loadable__component": "5.13.0", - "@types/lodash": "4.14.161", + "@types/jest": "26.0.15", + "@types/loadable__component": "5.13.1", + "@types/lodash": "4.14.164", "@types/mime-types": "2.1.0", "@types/nprogress": "0.2.0", - "@types/react": "16.9.49", - "@types/react-dom": "16.9.8", + "@types/react": "16.9.55", + "@types/react-dom": "16.9.9", "@types/react-helmet": "6.1.0", "@types/react-rangeslider": "2.2.3", "@types/react-redux": "7.1.9", - "@types/react-router-dom": "5.1.5", + "@types/react-router-dom": "5.1.6", "@types/snowpack-env": "2.3.0", - "@types/styled-components": "5.1.3", + "@types/styled-components": "5.1.4", "@visualdl/mock": "2.0.9", "babel-plugin-styled-components": "1.11.1", "dotenv": "8.2.0", - "enhanced-resolve": "4.3.0", + "enhanced-resolve": "5.3.1", "express": "4.17.1", "fs-extra": "9.0.1", "html-minifier": "4.0.0", - "http-proxy-middleware": "1.0.5", - "jest": "26.4.2", - "snowpack": "2.11.1", - "typescript": "4.0.2", - "yargs": "16.0.3" + "http-proxy-middleware": "1.0.6", + "jest": "26.6.1", + "snowpack": "2.16.1", + "typescript": "4.0.5", + "yargs": "16.1.0" }, "engines": { "node": ">=14", diff --git a/frontend/packages/core/public/icons/reset.svg b/frontend/packages/core/public/icons/reset.svg new file mode 100644 index 000000000..3e4ddb217 --- /dev/null +++ b/frontend/packages/core/public/icons/reset.svg @@ -0,0 +1,3 @@ + + + diff --git a/frontend/packages/core/public/icons/selection.svg b/frontend/packages/core/public/icons/selection.svg new file mode 100644 index 000000000..6d9205b88 --- /dev/null +++ b/frontend/packages/core/public/icons/selection.svg @@ -0,0 +1,3 @@ + + + diff --git a/frontend/packages/core/public/icons/three-d.svg b/frontend/packages/core/public/icons/three-d.svg new file mode 100644 index 000000000..705febe1a --- /dev/null +++ b/frontend/packages/core/public/icons/three-d.svg @@ -0,0 +1,4 @@ + + + + diff --git a/frontend/packages/core/public/locales/en/high-dimensional.json b/frontend/packages/core/public/locales/en/high-dimensional.json index d11c325d2..cc199fe32 100644 --- a/frontend/packages/core/public/locales/en/high-dimensional.json +++ b/frontend/packages/core/public/locales/en/high-dimensional.json @@ -1,9 +1,39 @@ { - "2d": "2D", - "3d": "3D", + "3d-label": "Enable/disable 3D labels mode", + "component": "Component #{{index}}", + "data": "Data", + "data-dimension": "Types", + "data-path": "Data Path", "dimension": "Dimension", - "display-all-label": "Display All Labels", + "dimension-value": { + "2d": "2D", + "3d": "3D" + }, + "loading": { + "calculating": "Calculating...", + "parsing": "Parsing data...", + "reading-metadata": "Reading metadata...", + "reading-vector": "Reading tensor..." + }, "pca": "PCA", - "reduction-method": "Reduction Method", - "tsne": "T-SNE" + "points": "Points", + "reduction-value": { + "pca": "PCA", + "tsne": "T-SNE", + "umap": "UMAP" + }, + "reset-zoom": "Reset zoom to fit all points", + "select-color": "Color by", + "select-data": "Select Data", + "select-file": "Select File", + "select-label": "Label by", + "selection": "Bounding box selection", + "total-variance-described": "Total variance described", + "tsne": "T-SNE", + "upload": { + "step1": "Step 1: Load a TSV file of vectors.<1/> Example of 3 vectors with dimension 4:", + "step2": "Step 2 (optional): Load a TSV file of metadata.<1/>Example of 3 data points and 2 columns.<3/><4>Note: If there is more than one column, the first row will be parsed as column labels." + }, + "upload-data": "Upload Data", + "upload-from-computer": "Load data from your computer" } diff --git a/frontend/packages/core/public/locales/zh/high-dimensional.json b/frontend/packages/core/public/locales/zh/high-dimensional.json index f0e368bda..d925020ff 100644 --- a/frontend/packages/core/public/locales/zh/high-dimensional.json +++ b/frontend/packages/core/public/locales/zh/high-dimensional.json @@ -1,9 +1,39 @@ { - "2d": "二维", - "3d": "三维", + "3d-label": "开启/关闭3D数据标签", + "component": "主成分{{index}}", + "data": "数据", + "data-dimension": "数据类别", + "data-path": "数据路径", "dimension": "维度", - "display-all-label": "展示所有标签", + "dimension-value": { + "2d": "2D", + "3d": "3D" + }, + "loading": { + "calculating": "计算中……", + "parsing": "解析数据中……", + "reading-metadata": "读取元数据中……", + "reading-vector": "读取数据中……" + }, "pca": "PCA", - "reduction-method": "降维方法", - "tsne": "T-SNE" + "points": "数据点", + "reduction-value": { + "pca": "PCA", + "tsne": "T-SNE", + "umap": "UMAP" + }, + "reset-zoom": "重置大小设置", + "select-color": "颜色分类方式", + "select-data": "选择可视化数据", + "select-file": "选择文件", + "select-label": "数据标签", + "selection": "框选数据", + "total-variance-described": "主成分解释原变量总方差", + "tsne": "T-SNE", + "upload": { + "step1": "步骤一：上传向量的TSV文件<1/>以下是三个带有四个维度的向量的例子", + "step2": "步骤二（可选）：上传Metadata的TSV文件<1/>以下是四列三个数据点的例子：<3/><4>注意：如果数据列数大于一，那么第一行数据会默认为列名" + }, + "upload-data": "上传数据", + "upload-from-computer": "从本地电脑上传数据" } diff --git a/frontend/packages/core/snowpack.config.js b/frontend/packages/core/snowpack.config.js index 4038353a9..d7ddea37f 100644 --- a/frontend/packages/core/snowpack.config.js +++ b/frontend/packages/core/snowpack.config.js @@ -62,11 +62,11 @@ module.exports = { }, {}) }, devOptions: { - out: 'dist', hostname: process.env.HOST || 'localhost', port }, buildOptions: { + out: 'dist', baseUrl: '/', // set it in post-build clean: true }, diff --git a/frontend/packages/core/src/App.tsx b/frontend/packages/core/src/App.tsx index 1685fd4b9..f1f5cd547 100644 --- a/frontend/packages/core/src/App.tsx +++ b/frontend/packages/core/src/App.tsx @@ -16,12 +16,11 @@ // cSpell:words pageview inited -import React, {FunctionComponent, Suspense, useCallback, useEffect, useMemo, useState} from 'react'; +import React, {FunctionComponent, Suspense, useCallback, useEffect, useMemo} from 'react'; import {Redirect, Route, BrowserRouter as Router, Switch, useLocation} from 'react-router-dom'; import {THEME, matchMedia} from '~/utils/theme'; import {headerHeight, position, size, zIndexes} from '~/utils/style'; -import BodyLoading from '~/components/BodyLoading'; import ErrorBoundary from '~/components/ErrorBoundary'; import ErrorPage from '~/pages/error'; import {Helmet} from 'react-helmet'; @@ -31,14 +30,12 @@ import {SWRConfig} from 'swr'; import {ToastContainer} from 'react-toastify'; import {actions} from '~/store'; import {fetcher} from '~/utils/fetch'; -import init from '@visualdl/wasm'; import routes from '~/routes'; import styled from 'styled-components'; import {useDispatch} from 'react-redux'; import {useTranslation} from 'react-i18next'; const BASE_URI: string = import.meta.env.SNOWPACK_PUBLIC_BASE_URI; -const PUBLIC_PATH: string = import.meta.env.SNOWPACK_PUBLIC_PATH; const Main = styled.main` padding-top: ${headerHeight}; @@ -85,16 +82,6 @@ const App: FunctionComponent = () => { const dir = useMemo(() => (i18n.language ? i18n.dir(i18n.language) : ''), [i18n]); - const [inited, setInited] = useState(false); - useEffect(() => { - (async () => { - if (!inited) { - await init(`${PUBLIC_PATH}/wasm/visualdl.wasm`); - setInited(true); - } - })(); - }, [inited]); - const dispatch = useDispatch(); const toggleTheme = useCallback( @@ -123,31 +110,27 @@ const App: FunctionComponent = () => { revalidateOnReconnect: false }} > - {!inited ? ( - - ) : ( -
- - -
- -
- }> - }> - - - {routers.map(route => ( - - ))} - - - - - - - -
- )} +
+ + +
+ +
+ }> + }> + + + {routers.map(route => ( + + ))} + + + + + + + +
diff --git a/frontend/packages/core/src/components/BodyLoading.tsx b/frontend/packages/core/src/components/BodyLoading.tsx index 026148066..7ee497d29 100644 --- a/frontend/packages/core/src/components/BodyLoading.tsx +++ b/frontend/packages/core/src/components/BodyLoading.tsx @@ -15,7 +15,7 @@ */ import React, {FunctionComponent} from 'react'; -import {position, primaryColor, size, transitionProps} from '~/utils/style'; +import {position, primaryColor, rem, size, transitionProps, zIndexes} from '~/utils/style'; import HashLoader from 'react-spinners/HashLoader'; import styled from 'styled-components'; @@ -25,17 +25,24 @@ const Wrapper = styled.div` ${position('fixed', 0, 0, 0, 0)} background-color: var(--mask-color); display: flex; + flex-direction: column; justify-content: center; align-items: center; overscroll-behavior: none; cursor: progress; ${transitionProps('background-color')} + z-index: ${zIndexes.component}; + + > .loading-detail { + margin-top: ${rem(20)}; + } `; -const BodyLoading: FunctionComponent = () => { +const BodyLoading: FunctionComponent = ({children}) => { return ( + {children ?
{children}
: null} ); }; diff --git a/frontend/packages/core/src/components/Button.tsx b/frontend/packages/core/src/components/Button.tsx index a78a624d5..cab3ae712 100644 --- a/frontend/packages/core/src/components/Button.tsx +++ b/frontend/packages/core/src/components/Button.tsx @@ -14,8 +14,8 @@ * limitations under the License. */ -import React, {FunctionComponent} from 'react'; -import {WithStyled, borderRadius, css, ellipsis, em, half, sameBorder, transitionProps} from '~/utils/style'; +import React, {FunctionComponent, useCallback, useMemo} from 'react'; +import {WithStyled, borderRadius, ellipsis, em, half, transitionProps} from '~/utils/style'; import type {Icons} from '~/components/Icon'; import RawIcon from '~/components/Icon'; @@ -24,30 +24,25 @@ import styled from 'styled-components'; const height = em(36); -const defaultColor = { - default: 'var(--border-color)', - focused: 'var(--border-focused-color)', - active: 'var(--border-active-color)' +const buttonColors = { + ...colors, + default: { + default: 'var(--border-color)', + focused: 'var(--border-focused-color)', + active: 'var(--border-active-color)', + text: 'var(--text-color)' + } as const } as const; -type colorTypes = keyof typeof colors; +type colorTypes = keyof typeof buttonColors; -const statusButtonColor: ( - status: 'focused' | 'active' -) => (props: {disabled?: boolean; type?: colorTypes}) => ReturnType = status => ({disabled, type}) => css` - ${disabled || type ? '' : sameBorder({color: defaultColor[status]})} - background-color: ${disabled ? '' : type ? colors[type][status] : 'transparent'}; -`; - -const Wrapper = styled.a<{type?: colorTypes; rounded?: boolean; disabled?: boolean}>` +const Wrapper = styled.a<{type: colorTypes}>` height: ${height}; line-height: ${height}; - border-radius: ${props => (props.rounded ? half(height) : borderRadius)}; - ${props => (props.type ? '' : sameBorder({color: defaultColor.default}))} - background-color: ${props => (props.type ? colors[props.type].default : 'transparent')}; - color: ${props => - props.disabled ? 'var(--text-lighter-color)' : props.type ? colors[props.type].text : 'var(--text-color)'}; - cursor: ${props => (props.disabled ? 'not-allowed' : 'pointer')}; + border-radius: ${borderRadius}; + background-color: ${props => buttonColors[props.type].default}; + color: ${props => buttonColors[props.type].text}; + cursor: pointer; display: inline-block; vertical-align: top; text-align: center; @@ -57,11 +52,47 @@ const Wrapper = styled.a<{type?: colorTypes; rounded?: boolean; disabled?: boole &:hover, &:focus { - ${statusButtonColor('focused')} + background-color: ${props => buttonColors[props.type].focused}; } &:active { - ${statusButtonColor('active')} + background-color: ${props => buttonColors[props.type].active}; + } + + &.rounded { + border-radius: ${half(height)}; + } + + &.outline { + color: ${props => buttonColors[props.type][props.type === 'default' ? 'text' : 'default']}; + background-color: transparent; + border: 1px solid ${props => buttonColors[props.type].default}; + + &:hover, + &:focus { + color: ${props => buttonColors[props.type][props.type === 'default' ? 'text' : 'focused']}; + border-color: ${props => buttonColors[props.type].focused}; + } + + &:active { + color: ${props => buttonColors[props.type][props.type === 'default' ? 'text' : 'active']}; + border-color: ${props => buttonColors[props.type].active}; + } + } + + &.disabled { + &, + &:hover, + &:focus, + &:active { + color: var(--text-lighter-color); + background-color: var(--border-color); + + &.outline { + border-color: var(--border-color); + } + } + cursor: not-allowed; } `; @@ -71,6 +102,7 @@ const Icon = styled(RawIcon)` type ButtonProps = { rounded?: boolean; + outline?: boolean; icon?: Icons; type?: colorTypes; disabled?: boolean; @@ -80,16 +112,34 @@ type ButtonProps = { const Button: FunctionComponent = ({ disabled, rounded, + outline, icon, type, children, className, onClick -}) => ( - - {icon && } - {children} - -); +}) => { + const click = useCallback(() => { + if (disabled) { + return; + } + onClick?.(); + }, [disabled, onClick]); + + const buttonType = useMemo(() => type || 'default', [type]); + + return ( + + {icon && } + {children} + + ); +}; export default Button; diff --git a/frontend/packages/core/src/components/Content.tsx b/frontend/packages/core/src/components/Content.tsx index 5337507ad..3c91508b0 100644 --- a/frontend/packages/core/src/components/Content.tsx +++ b/frontend/packages/core/src/components/Content.tsx @@ -15,7 +15,7 @@ */ import React, {FunctionComponent} from 'react'; -import {contentHeight, contentMargin, headerHeight, position, transitionProps} from '~/utils/style'; +import {WithStyled, contentHeight, contentMargin, headerHeight, position, transitionProps} from '~/utils/style'; import BodyLoading from '~/components/BodyLoading'; import styled from 'styled-components'; @@ -42,11 +42,13 @@ const Aside = styled.aside` type ContentProps = { aside?: React.ReactNode; + leftAside?: React.ReactNode; loading?: boolean; }; -const Content: FunctionComponent = ({children, aside, loading}) => ( -
+const Content: FunctionComponent = ({children, aside, leftAside, loading, className}) => ( +
+ {leftAside && }
{children}
{aside && } {loading && } diff --git a/frontend/packages/core/src/components/HighDimensionalPage/ChartOperations.tsx b/frontend/packages/core/src/components/HighDimensionalPage/ChartOperations.tsx new file mode 100644 index 000000000..8cb03fda9 --- /dev/null +++ b/frontend/packages/core/src/components/HighDimensionalPage/ChartOperations.tsx @@ -0,0 +1,105 @@ +/** + * Copyright 2020 Baidu Inc. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import React, {FunctionComponent} from 'react'; +import {rem, sameBorder} from '~/utils/style'; + +import Icon from '~/components/Icon'; +import Tippy from '@tippyjs/react'; +import styled from 'styled-components'; +import {useTranslation} from 'react-i18next'; + +const Operations = styled.div` + --operation-height: ${rem(36)}; + + display: flex; + align-items: center; + height: var(--operation-height); + ${sameBorder({radius: 'calc(var(--operation-height) / 2)'})} + overflow: hidden; + + > a { + cursor: pointer; + font-size: ${rem(16)}; + line-height: calc(var(--operation-height) - 2px); + + > span { + vertical-align: middle; + display: inline-block; + padding: 0 0.857142857rem; + height: ${rem(20)}; + line-height: ${rem(20)}; + + > * { + vertical-align: middle; + } + } + + & + a { + > span { + border-left: 1px solid var(--border-color); + } + } + + &.three-d { + font-size: ${rem(20)}; + } + + &:hover { + color: var(--primary-focused-color); + } + + &:active { + color: var(--primary-active-color); + } + } +`; + +type ChartOperationsProps = { + onReset?: () => unknown; +}; + +const ChartOperations: FunctionComponent = ({onReset}) => { + const {t} = useTranslation('high-dimensional'); + + return ( + + + + + + + + + + + + + + + + + onReset?.()}> + + + + + + + ); +}; + +export default ChartOperations; diff --git a/frontend/packages/core/src/components/HighDimensionalPage/DimensionSwitch.tsx b/frontend/packages/core/src/components/HighDimensionalPage/DimensionSwitch.tsx new file mode 100644 index 000000000..b7784c330 --- /dev/null +++ b/frontend/packages/core/src/components/HighDimensionalPage/DimensionSwitch.tsx @@ -0,0 +1,55 @@ +/** + * Copyright 2020 Baidu Inc. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import React, {FunctionComponent, useCallback, useEffect, useState} from 'react'; + +import type {Dimension} from '~/resource/high-dimensional'; +import RadioButton from '~/components/RadioButton'; +import RadioGroup from '~/components/RadioGroup'; +import {useTranslation} from 'react-i18next'; + +const dimensions: Dimension[] = ['2d', '3d']; + +type DimensionSwitchProps = { + value: Dimension; + onChange?: (value: Dimension) => unknown; +}; + +const DimensionSwitch: FunctionComponent = ({value, onChange}) => { + const {t} = useTranslation('high-dimensional'); + + const [dimension, setDimension] = useState(value); + useEffect(() => setDimension(value), [value]); + const change = useCallback( + (val: Dimension) => { + setDimension(val); + onChange?.(val); + }, + [onChange] + ); + + return ( + + {dimensions.map(d => ( + + {t(`high-dimensional:dimension-value.${d}`)} + + ))} + + ); +}; + +export default DimensionSwitch; diff --git a/frontend/packages/core/src/components/HighDimensionalPage/HighDimensionalChart.tsx b/frontend/packages/core/src/components/HighDimensionalPage/HighDimensionalChart.tsx index 48ac10460..773020c60 100644 --- a/frontend/packages/core/src/components/HighDimensionalPage/HighDimensionalChart.tsx +++ b/frontend/packages/core/src/components/HighDimensionalPage/HighDimensionalChart.tsx @@ -14,120 +14,129 @@ * limitations under the License. */ -import type {Dimension, Reduction} from '~/resource/high-dimensional'; -import React, {FunctionComponent, useMemo} from 'react'; -import {contentHeight, primaryColor, rem} from '~/utils/style'; - -import ScatterChart from '~/components/ScatterChart'; -import {divide} from '~/resource/high-dimensional'; -import type {high_dimensional_divide} from '@visualdl/wasm'; // eslint-disable-line @typescript-eslint/no-unused-vars -import queryString from 'query-string'; +import React, {FunctionComponent, useEffect, useLayoutEffect, useMemo, useRef, useState} from 'react'; +import ScatterChart, {ScatterChartRef} from '~/components/ScatterChart'; + +import ChartOperations from '~/components/HighDimensionalPage/ChartOperations'; +import type {PcaResult} from '~/resource/high-dimensional'; +import type {WithStyled} from '~/utils/style'; +import {rem} from '~/utils/style'; import styled from 'styled-components'; -import useHeavyWork from '~/hooks/useHeavyWork'; -import {useRunningRequest} from '~/hooks/useRequest'; import {useTranslation} from 'react-i18next'; -import wasm from '~/utils/wasm'; - -const divideWasm = () => - wasm( - 'high_dimensional_divide' - ).then((high_dimensional_divide): typeof divide => params => - high_dimensional_divide(params.points, params.labels, !!params.visibility, params.keyword ?? '') - ); -// const divideWorker = () => new Worker('~/worker/high-dimensional/divide.worker.ts', {type: 'module'}); +import useWebAssembly from '~/hooks/useWebAssembly'; -const StyledScatterChart = styled(ScatterChart)` - height: ${contentHeight}; +const Wrapper = styled.div` + height: 100%; + display: flex; + flex-direction: column; + justify-content: stretch; + align-items: stretch; `; -const Empty = styled.div` +const Toolbar = styled.div` display: flex; - justify-content: center; + justify-content: space-between; align-items: center; - font-size: ${rem(20)}; - height: ${contentHeight}; + margin-bottom: ${rem(20)}; + + > .info { + color: var(--text-light-color); + + > .sep { + display: inline-block; + width: 1px; + background-color: var(--border-color); + margin: 0 1em; + height: 1em; + vertical-align: middle; + } + } `; -const label = { - show: true, - position: 'top', - formatter: (params: {data: {name: string; showing: boolean}}) => (params.data.showing ? params.data.name : '') -}; - -type Data = { - embedding: ([number, number] | [number, number, number])[]; - labels: string[]; -}; +const Chart = styled.div` + width: 100%; + height: 100%; + overflow: hidden; + font-size: 0; + * { + outline: none; + } +`; type HighDimensionalChartProps = { - run: string; - tag: string; - running?: boolean; - labelVisibility?: boolean; - reduction: Reduction; - keyword: string; - dimension: Dimension; + vectors: Float32Array; + metadata: string[][]; + dim: number; + is3D: boolean; + onCalculate?: () => unknown; + onCalculated?: (data: PcaResult) => unknown; + onError?: (e: Error) => unknown; }; -const HighDimensionalChart: FunctionComponent = ({ - run, - tag, - running, - labelVisibility, - keyword, - reduction, - dimension +const HighDimensionalChart: FunctionComponent = ({ + vectors, + // metadata, + dim, + is3D, + onCalculate, + onCalculated, + onError, + className }) => { - const {t} = useTranslation('common'); - - const {data, error, loading} = useRunningRequest( - run && tag - ? `/embedding/embedding?${queryString.stringify({ - run, - tag, - dimension: Number.parseInt(dimension, 10), - reduction - })}` - : null, - !!running - ); - - const divideParams = useMemo( - () => ({ - points: data?.embedding ?? [], - keyword, - labels: data?.labels ?? [], - visibility: labelVisibility - }), - [data, labelVisibility, keyword] + const {t} = useTranslation(['high-dimensional', 'common']); + + const chartElement = useRef(null); + const chart = useRef(null); + + const [width, setWidth] = useState(0); + const [height, setHeight] = useState(0); + + const points = useMemo(() => Math.floor(vectors.length / dim), [vectors, dim]); + + useLayoutEffect(() => { + const c = chartElement.current; + if (c) { + const observer = new ResizeObserver(() => { + const rect = c.getBoundingClientRect(); + setWidth(rect.width); + setHeight(rect.height); + }); + observer.observe(c); + return () => observer.unobserve(c); + } + }, []); + + const params = useMemo(() => [Array.from(vectors), dim, 3] as const, [vectors, dim]); + const {data, error} = useWebAssembly('high_dimensional_pca', params); + useEffect(() => { + if (error) { + onError?.(error); + } else if (data) { + onCalculated?.(data); + } else { + onCalculate?.(); + } + }, [data, error, onCalculate, onCalculated, onError]); + + return ( + + +
+ {t('high-dimensional:points')} + {t('common:colon')} + {points} + + {t('high-dimensional:data-dimension')} + {t('common:colon')} + {dim} +
+ chart.current?.reset()} /> + + + + + ); - const points = useHeavyWork(divideWasm, null, divide, divideParams); - - const chartData = useMemo(() => { - return [ - { - name: 'highlighted', - data: points?.[0] ?? [], - label - }, - { - name: 'others', - data: points?.[1] ?? [], - label, - color: primaryColor - } - ]; - }, [points]); - - if (!data && error) { - return {t('common:error')}; - } - - if (!data && !loading) { - return {t('common:empty')}; - } - - return ; }; export default HighDimensionalChart; diff --git a/frontend/packages/core/src/components/HighDimensionalPage/ReductionTab.tsx b/frontend/packages/core/src/components/HighDimensionalPage/ReductionTab.tsx new file mode 100644 index 000000000..117e16e75 --- /dev/null +++ b/frontend/packages/core/src/components/HighDimensionalPage/ReductionTab.tsx @@ -0,0 +1,42 @@ +/** + * Copyright 2020 Baidu Inc. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import React, {FunctionComponent} from 'react'; + +import type {Reduction} from '~/resource/high-dimensional'; +import Tab from '~/components/Tab'; +import {useTranslation} from 'react-i18next'; + +const reductions: Reduction[] = ['tsne', 'pca', 'umap']; + +type ReductionTabProps = { + value: Reduction; + onChange?: (value: Reduction) => unknown; +}; + +const ReductionTab: FunctionComponent = ({value, onChange}) => { + const {t} = useTranslation('high-dimensional'); + + return ( + ({value, label: t(`high-dimensional:reduction-value.${value}`)}))} + value={value} + onChange={onChange} + /> + ); +}; + +export default ReductionTab; diff --git a/frontend/packages/core/src/components/HighDimensionalPage/UploadDialog.tsx b/frontend/packages/core/src/components/HighDimensionalPage/UploadDialog.tsx new file mode 100644 index 000000000..260a0f6c3 --- /dev/null +++ b/frontend/packages/core/src/components/HighDimensionalPage/UploadDialog.tsx @@ -0,0 +1,243 @@ +/** + * Copyright 2020 Baidu Inc. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import React, {FunctionComponent, useCallback, useEffect, useRef, useState} from 'react'; +import {Trans, useTranslation} from 'react-i18next'; +import {borderRadius, em, rem, size, transitionProps, zIndexes} from '~/utils/style'; + +import Button from '~/components/Button'; +import Icon from '~/components/Icon'; +import styled from 'styled-components'; + +const Dialog = styled.div` + position: fixed; + top: 0; + left: 0; + width: 100vw; + height: 100vh; + overscroll-behavior: none; + background-color: var(--dark-mask-color); + z-index: ${zIndexes.dialog}; + ${transitionProps('background-color')} + + > .modal { + width: ${rem(700)}; + position: absolute; + top: 50%; + left: 50%; + transform: translate(-50%, -50%); + box-shadow: 0 2px 20px 0 rgba(0, 0, 0, 0.08); + background-color: var(--background-color); + border-radius: ${borderRadius}; + ${transitionProps('background-color')} + + > .modal-header { + padding: 0 ${em(40, 16)}; + height: ${em(55, 16)}; + line-height: ${em(55, 16)}; + text-align: center; + font-size: ${em(16)}; + font-weight: 700; + position: relative; + border-bottom: 1px solid var(--border-color); + + > .modal-close { + position: absolute; + right: 0; + ${size(em(55, 16), em(55, 16))} + line-height: ${em(55, 16)}; + font-size: ${em(20, 16)}; + text-align: center; + cursor: pointer; + color: var(--text-lighter-color); + } + } + + > .modal-body { + margin: ${rem(40)} 0; + height: ${rem(314)}; + } + } +`; + +const STEP1_TSV_EXAMPLE = `0.1\\t0.2\\t0.5\\t0.9\n0.2\\t0.1\\t5.0\\t0.2\n0.4\\t0.1\\t7.0\\t0.8`; +const STEP2_TSV_EXAMPLE = `Pokémon\\tSpecies\nWartortle\\tTurtle\nVenusaur\\tSeed\nCharmeleon\\tFlame`; + +const Uploader = styled.div` + width: 100%; + height: 100%; + display: flex; + align-items: stretch; + justify-content: space-between; + + > .item { + flex: 1; + padding: 0 ${rem(40)}; + display: flex; + flex-direction: column; + align-items: flex-start; + justify-content: space-between; + + &:not(:last-child) { + border-right: 1px solid var(--border-color); + } + + .desc { + height: 30%; + line-height: 1.7; + + .tip { + color: var(--text-light-color); + } + } + + pre { + height: 40%; + margin: 0; + padding: ${rem(30)} ${rem(40)}; + color: var(--code-color); + background-color: var(--code-background-color); + } + } +`; + +type UploadDialogProps = { + open?: boolean; + hasVector?: boolean; + onClose?: () => unknown; + onChangeVectorFile?: (file: File) => unknown; + onChangeMetadataFile?: (file: File) => unknown; +}; + +const UploadDialog: FunctionComponent = ({ + open, + hasVector, + onClose, + onChangeVectorFile, + onChangeMetadataFile +}) => { + const {t} = useTranslation('high-dimensional'); + + const [show, setShow] = useState(!!open); + useEffect(() => setShow(!!open), [open]); + + const close = useCallback(() => onClose?.(), [onClose]); + + const vectorFileInput = useRef(null); + const metadataFileInput = useRef(null); + const changeVectorFile = useCallback( + (e: React.ChangeEvent) => { + const target = e.target; + if (target && target.files && target.files.length) { + onChangeVectorFile?.(target.files[0]); + } + }, + [onChangeVectorFile] + ); + const changeMetadataFile = useCallback( + (e: React.ChangeEvent) => { + const target = e.target; + if (target && target.files && target.files.length) { + onChangeMetadataFile?.(target.files[0]); + } + }, + [onChangeMetadataFile] + ); + const clickVectorFileInput = useCallback(() => { + if (vectorFileInput.current) { + vectorFileInput.current.value = ''; + vectorFileInput.current.click(); + } + }, []); + const clickMetadataFileInput = useCallback(() => { + if (metadataFileInput.current) { + metadataFileInput.current.value = ''; + metadataFileInput.current.click(); + } + }, []); + + if (!show) { + return null; + } + + return ( + +
+
+ {t('high-dimensional:upload-from-computer')} + + + +
+
+ +
+
+ + Step 1: Load a TSV file of vectors. +
+ Example of 3 vectors with dimension 4: + +
+ 
{STEP1_TSV_EXAMPLE}
+ +
+
+
+ + Step 2 (optional): Load a TSV file of metadata. +
+ Example of 3 data points and 2 columns. +
+ + Note: If there is more than one column, the first row will be parsed as column + labels. + + +
+ 
{STEP2_TSV_EXAMPLE}
+ +
+ +
+
+ + + + ); +}; + +export default UploadDialog; diff --git a/frontend/packages/core/src/components/SamplePage/ImagePreviewer.tsx b/frontend/packages/core/src/components/SamplePage/ImagePreviewer.tsx index ee529f6e5..0d9970ed5 100644 --- a/frontend/packages/core/src/components/SamplePage/ImagePreviewer.tsx +++ b/frontend/packages/core/src/components/SamplePage/ImagePreviewer.tsx @@ -31,7 +31,7 @@ const Wrapper = styled.div` z-index: ${zIndexes.dialog}; height: 100vh; width: 100vw; - background-color: var(--sample-preview-mask-color); + background-color: var(--dark-mask-color); `; const Header = styled.div` diff --git a/frontend/packages/core/src/components/SamplePage/SampleChart.tsx b/frontend/packages/core/src/components/SamplePage/SampleChart.tsx index 6f613a9a8..2756ccd6c 100644 --- a/frontend/packages/core/src/components/SamplePage/SampleChart.tsx +++ b/frontend/packages/core/src/components/SamplePage/SampleChart.tsx @@ -23,11 +23,11 @@ import GridLoader from 'react-spinners/GridLoader'; import type {Run} from '~/types'; import StepSlider from '~/components/SamplePage/StepSlider'; import {fetcher} from '~/utils/fetch'; +import fileSaver from 'file-saver'; import {formatTime} from '~/utils'; import isEmpty from 'lodash/isEmpty'; import mime from 'mime-types'; import queryString from 'query-string'; -import {saveAs} from 'file-saver'; import styled from 'styled-components'; import useRequest from '~/hooks/useRequest'; import {useRunningRequest} from '~/hooks/useRequest'; @@ -268,7 +268,7 @@ const SampleChart: FunctionComponent = ({ const download = useCallback(() => { if (entityData) { const ext = entityData.type ? mime.extension(entityData.type) : null; - saveAs( + fileSaver.saveAs( entityData.data, `${run.label}-${tag}-${steps[step]}-${wallTime.toString().replace(/\./, '_')}`.replace( /[/\\?%*:|"<>]/g, diff --git a/frontend/packages/core/src/components/ScatterChart.tsx b/frontend/packages/core/src/components/ScatterChart.tsx index 7e3531cca..a75a1675c 100644 --- a/frontend/packages/core/src/components/ScatterChart.tsx +++ b/frontend/packages/core/src/components/ScatterChart.tsx @@ -14,109 +14,429 @@ * limitations under the License. */ -import React, {FunctionComponent, useEffect, useMemo} from 'react'; -import {WithStyled, position, primaryColor, size, transitionProps} from '~/utils/style'; -import useECharts, {useChartTheme} from '~/hooks/useECharts'; +import * as THREE from 'three'; +import * as d3 from 'd3'; -import GridLoader from 'react-spinners/GridLoader'; +import React, {useCallback, useEffect, useImperativeHandle, useRef} from 'react'; + +import {OrbitControls} from 'three/examples/jsm/controls/OrbitControls'; +import type {WithStyled} from '~/utils/style'; import styled from 'styled-components'; +import {themes} from '~/utils/theme'; +import useTheme from '~/hooks/useTheme'; -const Wrapper = styled.div` - position: relative; - background-color: var(--background-color); - ${transitionProps('background-color')} +/** + * The length of the cube (diameter of the circumscribing sphere) where all the + * points live. + */ +const CUBE_LENGTH = 2; +const MAX_ZOOM = 5 * CUBE_LENGTH; +const MIN_ZOOM = 0.025 * CUBE_LENGTH; +// Constants relating to the camera parameters. +const PERSP_CAMERA_FOV_VERTICAL = 70; +const PERSP_CAMERA_NEAR_CLIP_PLANE = 0.01; +const PERSP_CAMERA_FAR_CLIP_PLANE = 100; +const ORTHO_CAMERA_FRUSTUM_HALF_EXTENT = 1.2; +const ORBIT_MOUSE_ROTATION_SPEED = 1; +const ORBIT_ANIMATION_ROTATION_CYCLE_IN_SECONDS = 2; +const NUM_POINTS_FOG_THRESHOLD = 5000; +const MIN_POINT_SIZE = 5; - > .echarts { - height: 100%; - } +const POINT_COLOR_NO_SELECTION = 0x7575d9; - > .loading { - ${position('absolute', 0, null, null, 0)} - ${size('100%')} - display: flex; - justify-content: center; - align-items: center; - } -`; +const PERSP_CAMERA_INIT_POSITION = [0.45, 0.9, 1.6] as const; +const ORTHO_CAMERA_INIT_POSITION = [0, 0, 4] as const; -const SYMBOL_SIZE = 12; - -const options2D = { - xAxis: {}, - yAxis: {}, - toolbox: { - show: true, - showTitle: false, - itemSize: 0, - - feature: { - dataZoom: {}, - restore: {}, - saveAsImage: {} - } +const initScene = (background: string) => { + const scene = new THREE.Scene(); + scene.background = new THREE.Color(background); + const light = new THREE.PointLight(16772287, 1, 0); + light.name = 'light'; + scene.add(light); + scene.fog = new THREE.Fog(0xffffff); + return scene; +}; +const initCamera = (width: number, height: number, is3D: boolean) => { + const origin = new THREE.Vector3(0, 0, 0); + let camera: THREE.OrthographicCamera | THREE.PerspectiveCamera; + if (is3D) { + camera = new THREE.PerspectiveCamera( + PERSP_CAMERA_FOV_VERTICAL, + width / height, + PERSP_CAMERA_NEAR_CLIP_PLANE, + PERSP_CAMERA_FAR_CLIP_PLANE + ); + camera.position.set(...PERSP_CAMERA_INIT_POSITION); + } else { + camera = new THREE.OrthographicCamera( + -ORTHO_CAMERA_FRUSTUM_HALF_EXTENT, + ORTHO_CAMERA_FRUSTUM_HALF_EXTENT, + ORTHO_CAMERA_FRUSTUM_HALF_EXTENT, + -ORTHO_CAMERA_FRUSTUM_HALF_EXTENT, + -1000, + 1000 + ); + camera.position.set(...ORTHO_CAMERA_INIT_POSITION); + camera.up = new THREE.Vector3(0, 1, 0); } + camera.lookAt(origin); + camera.zoom = 1; + camera.updateProjectionMatrix(); + return camera; }; - -const options3D = { - grid3D: {}, - xAxis3D: {}, - yAxis3D: {}, - zAxis3D: {} +const initRenderer = (canvas: HTMLCanvasElement, width: number, height: number, backgroundColor: string) => { + const renderer = new THREE.WebGLRenderer({ + canvas, + alpha: true, + premultipliedAlpha: false, + antialias: false + }); + renderer.setClearColor(backgroundColor, 1); + renderer.setPixelRatio(window.devicePixelRatio || 1); + renderer.setSize(width, height); + return renderer; }; -const series2D = { - symbolSize: SYMBOL_SIZE, - type: 'scatter' -}; +const Canvas = styled.canvas<{dark?: boolean}>` + filter: ${props => + props.dark ? 'invert(99%) sepia(7%) saturate(5670%) hue-rotate(204deg) brightness(96%) contrast(79%)' : ''}; +`; -const series3D = { - symbolSize: SYMBOL_SIZE, - type: 'scatter3D' +export type ScatterChartProps = { + width: number; + height: number; + data: [number, number, number][]; + is3D: boolean; }; -type ScatterChartProps = { - loading?: boolean; - // eslint-disable-next-line @typescript-eslint/no-explicit-any - data?: Record[]; - gl?: boolean; +export type ScatterChartRef = { + reset(): void; }; -const ScatterChart: FunctionComponent = ({data, loading, gl, className}) => { - const {ref, echart, wrapper} = useECharts({ - loading, - gl, - autoFit: true - }); - // eslint-disable-next-line @typescript-eslint/no-unused-vars - const {tooltip, ...theme} = useChartTheme(gl); - - const chartOptions = useMemo( - () => ({ - ...(gl ? options3D : options2D), - ...theme, - series: - data?.map(series => ({ - ...(gl ? series3D : series2D), - ...series - })) ?? [] - }), - [gl, data, theme] - ); - - useEffect(() => { - echart?.setOption(chartOptions); - }, [chartOptions, echart]); - - return ( - - {!echart && ( -
- -
- )} -
- - ); -}; +const ScatterChart = React.forwardRef( + ({width, height, data, is3D, className}, ref) => { + const theme = useTheme(); + const initOptions = useRef({ + width, + height, + is3D + }); + const dataRef = useRef(data); + + const chart = useRef(null); + const scene = useRef(initScene(themes.light.backgroundColor)); + const camera = useRef(initCamera(width, height, is3D)); + const renderer = useRef(null); + const controls = useRef(null); + // const pickingScene = useRef(new THREE.Scene()); + // const pickingTexture = useRef(new THREE.WebGLRenderTarget(1, 1)); + + const render = useCallback(() => { + const s = scene.current; + const c = camera.current; + const cameraPos = c.position; + const lightPos = cameraPos.clone(); + lightPos.x += 1; + lightPos.y += 1; + const light = s.getObjectByName('light'); + light?.position.set(lightPos.x, lightPos.y, lightPos.z); + + const points = s.getObjectByName('points') as THREE.Points | null; + if (points) { + const material = points.material as THREE.ShaderMaterial; + material.uniforms.color.value = new THREE.Color(POINT_COLOR_NO_SELECTION); + } + + const fog = s.fog as THREE.Fog | null; + if (fog) { + if (c instanceof THREE.PerspectiveCamera) { + const cameraTarget = controls.current?.target ?? new THREE.Vector3(); + let shortestDist = Number.POSITIVE_INFINITY; + let furthestDist = 0; + const camToTarget = new THREE.Vector3().copy(cameraTarget).sub(cameraPos); + const camPlaneNormal = new THREE.Vector3().copy(camToTarget).normalize(); + + const camToPoint = new THREE.Vector3(); + dataRef.current.forEach(d => { + camToPoint.copy(new THREE.Vector3(...d)).sub(cameraPos); + const dist = camPlaneNormal.dot(camToPoint); + if (dist < 0) { + return; + } + furthestDist = dist > furthestDist ? dist : furthestDist; + shortestDist = dist < shortestDist ? dist : shortestDist; + }); + const multiplier = + 2 - Math.min(dataRef.current.length, NUM_POINTS_FOG_THRESHOLD) / NUM_POINTS_FOG_THRESHOLD; + fog.near = shortestDist; + fog.far = furthestDist * multiplier; + } else { + fog.near = Number.POSITIVE_INFINITY; + fog.far = Number.POSITIVE_INFINITY; + } + if (points) { + const material = points.material as THREE.ShaderMaterial; + material.uniforms.fogColor.value = fog.color; + material.uniforms.fogNear.value = fog.near; + material.uniforms.fogFar.value = fog.far; + } + } + + if (renderer.current) { + renderer.current.setRenderTarget(null); + renderer.current.render(scene.current, camera.current); + } + }, []); + + const animation = useRef(is3D); + const animationId = useRef(null); + + const rotate = useCallback(() => { + animation.current = true; + const co = controls.current; + if (co) { + co.autoRotate = true; + co.autoRotateSpeed = ORBIT_ANIMATION_ROTATION_CYCLE_IN_SECONDS; + const innerRotate = () => { + co.update(); + animationId.current = requestAnimationFrame(innerRotate); + }; + innerRotate(); + } + }, []); + + const stopRotate = useCallback(() => { + animation.current = false; + const co = controls.current; + if (co) { + co.autoRotate = false; + co.rotateSpeed = ORBIT_MOUSE_ROTATION_SPEED; + } + if (animationId.current != null) { + cancelAnimationFrame(animationId.current); + animationId.current = null; + } + }, []); + + const mousemove = useCallback>(() => { + if (renderer.current && camera.current) { + // renderer.current.setRenderTarget(pickingTexture.current); + // renderer.current.render(pickingScene.current, camera.current); + // const pixelBuffer = new Uint8Array(4); + // renderer.current.readRenderTargetPixels(pickingTexture.current, 0, 0, 1, 1, pixelBuffer); + // const id = (pixelBuffer[0] << 16) | (pixelBuffer[1] << 8) | pixelBuffer[2]; + // console.log(id); + } + }, []); + + useEffect(() => { + const c = chart.current; + if (c) { + const options = initOptions.current; + const backgroundColor = themes.light.backgroundColor; + const r = initRenderer(c, options.width, options.height, backgroundColor); + + renderer.current = r; + + return () => { + r.dispose(); + }; + } + }, []); + + useEffect(() => { + const r = renderer.current; + if (r) { + const s = scene.current; + const target = new THREE.Vector2(); + r.getSize(target); + const ca = initCamera(target.x, target.y, is3D); + const co = new OrbitControls(ca, r.domElement); + co.enableRotate = is3D; + co.autoRotate = false; + co.rotateSpeed = ORBIT_MOUSE_ROTATION_SPEED; + co.minDistance = MIN_ZOOM; + co.maxDistance = MAX_ZOOM; + co.mouseButtons.LEFT = is3D ? THREE.MOUSE.ROTATE : THREE.MOUSE.PAN; + co.reset(); + + co.addEventListener('start', () => { + stopRotate(); + animation.current = false; + }); + co.addEventListener('change', () => { + render(); + }); + + camera.current = ca; + controls.current = co; + + if (is3D) { + const axes = new THREE.AxesHelper(); + axes.name = 'axes'; + s.add(axes); + + if (animation.current) { + rotate(); + } + } + + return () => { + stopRotate(); + const axes = s.getObjectByName('axes'); + if (axes) { + s.remove(axes); + } + co.dispose(); + }; + } + }, [is3D, render, rotate, stopRotate]); + + const reset = useCallback(() => { + const co = controls.current; + if (co) { + co.reset(); + if (is3D && !animation.current) { + rotate(); + } + } + render(); + }, [render, is3D, rotate]); + + useEffect(() => { + dataRef.current = data; + + // pickingScene.current.clear(); + const s = scene.current; + const p = s.getObjectByName('points'); + if (p) { + s.remove(p); + } + + const xScaler = d3.scaleLinear(); + const yScaler = d3.scaleLinear(); + let zScaler: d3.ScaleLinear | null = null; + const xExtent = d3.extent(data, (_p, i) => data[i][0]) as [number, number]; + const yExtent = d3.extent(data, (_p, i) => data[i][1]) as [number, number]; + const range = [-CUBE_LENGTH / 2, CUBE_LENGTH / 2]; + xScaler.domain(xExtent).range(range); + yScaler.domain(yExtent).range(range); + if (is3D) { + zScaler = d3.scaleLinear(); + const zExtent = d3.extent(data, (_p, i) => data[i][2]) as [number, number]; + zScaler.domain(zExtent).range(range); + } + + const dataInRange = data.map(d => [xScaler(d[0]) ?? 0, yScaler(d[1]) ?? 0, zScaler?.(d[2]) ?? 0]); + + const positions = new Float32Array(data.length * 3); + let dst = 0; + dataInRange.forEach(d => { + positions[dst++] = d[0]; + positions[dst++] = d[1]; + positions[dst++] = d[2]; + }); + + const geometry = new THREE.BufferGeometry(); + geometry.setAttribute('position', new THREE.Float32BufferAttribute(positions, 3)); + geometry.computeBoundingSphere(); + + const fog = s.fog as THREE.Fog | null; + const material = new THREE.ShaderMaterial({ + transparent: true, + depthTest: false, + depthWrite: false, + fog: true, + blending: THREE.MultiplyBlending, + uniforms: { + pointSize: {value: 200 / Math.log(data.length) / Math.log(8) / (is3D ? 1 : 1.5)}, + scale: {value: 1}, + color: {value: new THREE.Color()}, + opacity: {value: 1}, + sizeAttenuation: {value: is3D}, + fogColor: {value: fog?.color}, + fogNear: {value: fog?.near}, + fogFar: {value: fog?.far} + }, + vertexShader: ` + uniform vec3 color; + uniform bool sizeAttenuation; + uniform float pointSize; + + varying vec3 vColor; + + ${THREE.ShaderChunk['fog_pars_vertex']} + + void main() { + vColor = color; + + vec4 mvPosition = modelViewMatrix * vec4(position, 1.0); + gl_Position = projectionMatrix * mvPosition; + + float outputPointSize = pointSize; + if (sizeAttenuation) { + outputPointSize = -pointSize / mvPosition.z; + } else { + const float PI = 3.1415926535897932384626433832795; + const float minScale = 0.1; // minimum scaling factor + const float outSpeed = 2.0; // shrink speed when zooming out + const float outNorm = (1. - minScale) / atan(outSpeed); + const float maxScale = 15.0; // maximum scaling factor + const float inSpeed = 0.02; // enlarge speed when zooming in + const float zoomOffset = 0.3; // offset zoom pivot + float zoom = projectionMatrix[0][0] + zoomOffset; // zoom pivot + float scale = zoom < 1. ? 1. + outNorm * atan(outSpeed * (zoom - 1.)) : + 1. + 2. / PI * (maxScale - 1.) * atan(inSpeed * (zoom - 1.)); + outputPointSize = pointSize * scale; + } + gl_PointSize = max(outputPointSize, ${MIN_POINT_SIZE.toFixed(1)}); + ${THREE.ShaderChunk['fog_vertex']} + } + `, + fragmentShader: ` + uniform float opacity; + + varying vec3 vColor; + + ${THREE.ShaderChunk['common']} + ${THREE.ShaderChunk['fog_pars_fragment']} + + void main() { + float r = distance(gl_PointCoord, vec2(0.5, 0.5)); + if (r < 0.5) { + gl_FragColor = vec4(vColor, opacity); + } else { + discard; + } + ${THREE.ShaderChunk['fog_fragment']} + } + ` + }); + const points = new THREE.Points(geometry, material); + points.name = 'points'; + s.add(points); + // pickingScene.current.add(new THREE.Points(geometry, material)); + reset(); + }, [is3D, data, reset]); + + useEffect(() => { + const c = camera.current; + if (c instanceof THREE.PerspectiveCamera) { + c.aspect = width / height; + c.updateProjectionMatrix(); + } + controls.current?.update(); + renderer.current?.setSize(width, height); + }, [width, height]); + + useImperativeHandle(ref, () => ({ + reset: () => { + reset(); + } + })); + + return ; + } +); export default ScatterChart; diff --git a/frontend/packages/core/src/components/Select.tsx b/frontend/packages/core/src/components/Select.tsx index 20ee6ebba..53c9daefd 100644 --- a/frontend/packages/core/src/components/Select.tsx +++ b/frontend/packages/core/src/components/Select.tsx @@ -169,13 +169,12 @@ const Select = ({ const [isOpened, setIsOpened] = useState(false); const toggleOpened = useCallback(() => setIsOpened(!isOpened), [isOpened]); - const setIsOpenedFalse = useCallback(() => setIsOpened(false), []); + const closeDropdown = useCallback(() => setIsOpened(false), []); const [value, setValue] = useState(multiple ? (Array.isArray(propValue) ? propValue : []) : propValue); useEffect(() => setValue(multiple ? (Array.isArray(propValue) ? propValue : []) : propValue), [ multiple, - propValue, - setValue + propValue ]); const isSelected = useMemo(() => !!(multiple ? (value as T[]) && (value as T[]).length !== 0 : (value as T)), [ @@ -186,9 +185,9 @@ const Select = ({ (mutateValue: T) => { setValue(mutateValue); (onChange as OnSingleChange)?.(mutateValue); - setIsOpenedFalse(); + closeDropdown(); }, - [setIsOpenedFalse, onChange] + [closeDropdown, onChange] ); const changeMultipleValue = useCallback( (mutateValue: T, checked: boolean) => { @@ -208,7 +207,7 @@ const Select = ({ [value, onChange] ); - const ref = useClickOutside(setIsOpenedFalse); + const ref = useClickOutside(closeDropdown); const list = useMemo[]>( () => diff --git a/frontend/packages/core/src/components/StackChart.tsx b/frontend/packages/core/src/components/StackChart.tsx index f858e22ca..9875fbffe 100644 --- a/frontend/packages/core/src/components/StackChart.tsx +++ b/frontend/packages/core/src/components/StackChart.tsx @@ -39,13 +39,7 @@ const Tooltip = styled.div` ${transitionProps(['color', 'background-color'])} `; -type renderItem = NonNullable; -type renderItemArguments = NonNullable; -type RenderItem = ( - // eslint-disable-next-line @typescript-eslint/no-explicit-any - params: any, - api: Required> -) => NonNullable; +type RenderItem = EChartOption.SeriesCustom.RenderItem; type GetValue = (i: number) => number; type GetCoord = (p: [number, number]) => [number, number]; @@ -126,11 +120,11 @@ const StackChart = React.forwardRef return { type: 'polygon', silent: true, - z: api.value(1), + z: api.value?.(1), shape: { points }, - style: api.style({ + style: api.style?.({ stroke: chart.xAxis.axisLine.lineStyle.color, lineWidth: 1 }) diff --git a/frontend/packages/core/src/components/Tab.tsx b/frontend/packages/core/src/components/Tab.tsx new file mode 100644 index 000000000..1db5e5266 --- /dev/null +++ b/frontend/packages/core/src/components/Tab.tsx @@ -0,0 +1,86 @@ +/** + * Copyright 2020 Baidu Inc. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import React, {FunctionComponent, useCallback, useEffect, useState} from 'react'; +import {em, rem, transitionProps} from '~/utils/style'; + +import styled from 'styled-components'; + +const Wrapper = styled.div` + display: flex; + align-items: stretch; + justify-content: space-between; + + > a { + cursor: pointer; + display: block; + font-size: ${rem(16)}; + border-bottom: 2px solid transparent; + ${transitionProps(['border-color', 'color'])} + + &:not(:last-child) { + margin-right: ${em(20)}; + } + + &.active { + color: var(--primary-color); + border-bottom-color: var(--primary-color); + } + + &:hover { + color: var(--primary-color); + } + } +`; + +type TabProps = { + list?: { + value: T; + label: string; + }[]; + value?: T; + onChange?: (value: T) => unknown; +}; + +const Tab = ({list, value, onChange}: TabProps): ReturnType => { + const [selected, setSelected] = useState(value); + useEffect(() => setSelected(value), [value]); + const change = useCallback( + (v: T) => { + if (selected !== v) { + setSelected(v); + onChange?.(v); + } + }, + [selected, onChange] + ); + + return ( + + {list?.map((item, index) => ( + change(item.value)} + > + {item.label} + + ))} + + ); +}; + +export default Tab; diff --git a/frontend/packages/core/src/hooks/useECharts.ts b/frontend/packages/core/src/hooks/useECharts.ts index ef228e234..a863b4edc 100644 --- a/frontend/packages/core/src/hooks/useECharts.ts +++ b/frontend/packages/core/src/hooks/useECharts.ts @@ -21,7 +21,7 @@ import {position, primaryColor, size} from '~/utils/style'; import type {ECharts} from 'echarts'; import {dataURL2Blob} from '~/utils/image'; -import {saveAs} from 'file-saver'; +import fileSaver from 'file-saver'; import styled from 'styled-components'; import {themes} from '~/utils/theme'; import useTheme from '~/hooks/useTheme'; @@ -131,7 +131,7 @@ const useECharts = { if (echart) { const blob = dataURL2Blob(echart.getDataURL({type: 'png', pixelRatio: 2, backgroundColor: '#FFF'})); - saveAs(blob, `${filename?.replace(/[/\\?%*:|"<>]/g, '_') || 'chart'}.png`); + fileSaver.saveAs(blob, `${filename?.replace(/[/\\?%*:|"<>]/g, '_') || 'chart'}.png`); } }, [echart] diff --git a/frontend/packages/core/src/hooks/useWebAssembly.ts b/frontend/packages/core/src/hooks/useWebAssembly.ts new file mode 100644 index 000000000..9fdd7a0b4 --- /dev/null +++ b/frontend/packages/core/src/hooks/useWebAssembly.ts @@ -0,0 +1,30 @@ +/** + * Copyright 2020 Baidu Inc. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import type * as funcs from '@visualdl/wasm'; + +import {useMemo} from 'react'; +import useWorker from '~/hooks/useWorker'; + +type FuncNames = Exclude; + +// eslint-disable-next-line @typescript-eslint/no-explicit-any +const useWebAssembly = (name: FuncNames, params: P) => { + const p = useMemo(() => ({name, params}), [name, params]); + return useWorker('wasm', p); +}; + +export default useWebAssembly; diff --git a/frontend/packages/core/src/hooks/useWorker.ts b/frontend/packages/core/src/hooks/useWorker.ts new file mode 100644 index 000000000..29238602c --- /dev/null +++ b/frontend/packages/core/src/hooks/useWorker.ts @@ -0,0 +1,49 @@ +/** + * Copyright 2020 Baidu Inc. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import {useEffect, useMemo, useState} from 'react'; + +import {WebWorker} from '~/worker'; + +const PUBLIC_PATH: string = import.meta.env.SNOWPACK_PUBLIC_PATH; + +type WorkerResult = { + data?: D; + error?: E; +}; + +const useWorker = (name: string, params: P): WorkerResult => { + const p = useMemo(() => params, [params]); + + const [result, setResult] = useState>({}); + + useEffect(() => { + const worker = new WebWorker(`${PUBLIC_PATH}/_dist_/worker/${name}.js`, {type: 'module'}); + worker.on('INITIALIZED', () => { + setResult({}); + worker.emit('RUN', p); + }); + worker.on('RESULT', data => setResult({data})); + worker.on('ERROR', error => setResult({error})); + return () => { + worker.terminate(); + }; + }, [name, p]); + + return result; +}; + +export default useWorker; diff --git a/frontend/packages/core/src/pages/high-dimensional.tsx b/frontend/packages/core/src/pages/high-dimensional.tsx index 40b00f645..5badb3664 100644 --- a/frontend/packages/core/src/pages/high-dimensional.tsx +++ b/frontend/packages/core/src/pages/high-dimensional.tsx @@ -16,166 +16,339 @@ import Aside, {AsideSection} from '~/components/Aside'; import type {Dimension, Reduction} from '~/resource/high-dimensional'; -import React, {FunctionComponent, useEffect, useMemo, useState} from 'react'; +import type {ParseParams, ParseResult, PcaResult} from '~/resource/high-dimensional'; +import React, {FunctionComponent, useCallback, useEffect, useMemo, useState} from 'react'; import Select, {SelectProps} from '~/components/Select'; -import {em, rem} from '~/utils/style'; -import Checkbox from '~/components/Checkbox'; +import type {BlobResponse} from '~/utils/fetch'; +import BodyLoading from '~/components/BodyLoading'; +import Button from '~/components/Button'; import Content from '~/components/Content'; +import DimensionSwitch from '~/components/HighDimensionalPage/DimensionSwitch'; import Error from '~/components/Error'; import Field from '~/components/Field'; import HighDimensionalChart from '~/components/HighDimensionalPage/HighDimensionalChart'; -import Icon from '~/components/Icon'; -import RadioButton from '~/components/RadioButton'; -import RadioGroup from '~/components/RadioGroup'; -import RunningToggle from '~/components/RunningToggle'; -import SearchInput from '~/components/SearchInput'; -import type {TagsData} from '~/types'; +import ReductionTab from '~/components/HighDimensionalPage/ReductionTab'; import Title from '~/components/Title'; +import UploadDialog from '~/components/HighDimensionalPage/UploadDialog'; +import {format} from 'd3-format'; +import queryString from 'query-string'; +import {rem} from '~/utils/style'; import styled from 'styled-components'; -import useQuery from '~/hooks/useQuery'; -import {useRunningRequest} from '~/hooks/useRequest'; -import useSearchValue from '~/hooks/useSearchValue'; +import {toast} from 'react-toastify'; +import useRequest from '~/hooks/useRequest'; import {useTranslation} from 'react-i18next'; +import useWorker from '~/hooks/useWorker'; -const dimensions = ['2d', '3d']; -const reductions = ['pca', 'tsne']; - -const StyledSelect = styled>>(Select)` - min-width: ${em(160)}; -`; - -const StyledIcon = styled(Icon)` - margin-right: ${em(4)}; - vertical-align: middle; -`; +const formatRatio = format('.2%'); const AsideTitle = styled.div` font-size: ${rem(16)}; line-height: ${rem(16)}; font-weight: 700; - margin-bottom: ${rem(10)}; + margin-bottom: ${rem(20)}; +`; + +const FullWidthSelect = styled>>(Select)` + width: 100%; `; -type Item = { - run: string; - tag: string; - label: string; +const FullWidthButton = styled(Button)` + width: 100%; +`; + +const AsideTip = styled.div` + color: var(--text-light-color); +`; + +const RightAside = styled(Aside)` + border-left: 1px solid var(--border-color); +`; + +const LeftAside = styled(Aside)` + border-right: 1px solid var(--border-color); +`; + +const HDContent = styled(Content)` + background-color: var(--background-color); +`; + +const PCADetail = styled(Field)` + line-height: 2.4; +`; + +type EmbeddingInfo = { + name: string; + shape: [number, number]; + path?: string; }; const HighDimensional: FunctionComponent = () => { const {t} = useTranslation(['high-dimensional', 'common']); - const [running, setRunning] = useState(true); + const {data: list, loading: loadingList} = useRequest('/embedding/list'); + const embeddingList = useMemo(() => list?.map(item => ({value: item.name, label: item.name, ...item})) ?? [], [ + list + ]); + const [selectedEmbeddingName, setSelectedEmbeddingName] = useState(); + const selectedEmbedding = useMemo( + () => embeddingList.find(embedding => embedding.value === selectedEmbeddingName), + [embeddingList, selectedEmbeddingName] + ); + useEffect(() => { + setSelectedEmbeddingName(embeddingList[0]?.value ?? undefined); + }, [embeddingList]); + const {data: tensorData, loading: loadingTensor} = useRequest( + selectedEmbeddingName ? `/embedding/tensor?${queryString.stringify({name: selectedEmbeddingName})}` : null + ); + const {data: metadataData, loading: loadingMetadata} = useRequest( + selectedEmbeddingName ? `/embedding/metadata?${queryString.stringify({name: selectedEmbeddingName})}` : null + ); + + const [uploadModal, setUploadModal] = useState(false); + const [loading, setLoading] = useState(false); + const [loadingPhase, setLoadingPhase] = useState(''); + useEffect(() => { + if (!loading) { + setLoadingPhase(''); + } + }, [loading]); + useEffect(() => { + if (loadingPhase) { + setLoading(true); + } + }, [loadingPhase]); + useEffect(() => { + if (loadingTensor) { + setLoading(true); + setLoadingPhase('fetching-tensor'); + } + }, [loadingTensor]); + useEffect(() => { + if (loadingMetadata) { + setLoading(true); + setLoadingPhase('fetching-metadata'); + } + }, [loadingMetadata]); - const {data, error, loading} = useRunningRequest('/embedding/tags', running); + const [vectorFile, setVectorFile] = useState(null); + const [metadataFile, setMetadataFile] = useState(null); + const changeVectorFile = useCallback((file: File) => { + setVectorFile(file); + setMetadataFile(null); + }, []); + const [vectorContent, setVectorContent] = useState(''); + const [metadataContent, setMetadataContent] = useState(''); + const [vectors, setVectors] = useState(new Float32Array()); + const [labels, setLabels] = useState([]); + const [labelBy, setLabelBy] = useState(); + const [metadata, setMetadata] = useState([]); + const [dim, setDim] = useState(0); - const list = useMemo(() => { - if (!data) { - return []; + const readFile = useCallback( + (phase: string, file: File | null, setter: React.Dispatch>) => { + if (file) { + setLoading(true); + setLoadingPhase(phase); + const reader = new FileReader(); + reader.readAsText(file, 'utf-8'); + reader.onload = () => { + setter(content => { + const result = reader.result as string; + if (content === result) { + setLoading(false); + } + return result; + }); + }; + } else { + setter(''); + } + }, + [] + ); + useEffect(() => readFile('reading-vector', vectorFile, setVectorContent), [vectorFile, readFile]); + useEffect(() => readFile('reading-metadata', metadataFile, setMetadataContent), [metadataFile, readFile]); + useEffect(() => setVectorFile(null), [selectedEmbeddingName]); + + const showError = useCallback((e: Error) => { + toast(e.message, { + position: toast.POSITION.TOP_CENTER, + type: toast.TYPE.ERROR + }); + setLoading(false); + }, []); + + const params = useMemo(() => { + if (vectorContent) { + return { + from: 'string', + params: { + vectors: vectorContent, + metadata: metadataContent + } + }; + } + if (selectedEmbedding && tensorData) { + return { + from: 'blob', + params: { + shape: selectedEmbedding.shape, + vectors: tensorData.data, + metadata: metadataData ?? '' + } + }; + } + return null; + }, [vectorContent, metadataContent, selectedEmbedding, tensorData, metadataData]); + const result = useWorker('high-dimensional/parse-data', params); + useEffect(() => { + const {error, data} = result; + if (error) { + showError(error); + } else if (data) { + setDim(data.dimension); + setVectors(data.vectors); + setLabels(data.labels); + setLabelBy(data.labels[0]); + setMetadata(data.metadata); + } else if (data !== null) { + setLoadingPhase('parsing'); } - return data.runs.reduce( - (p, run, i) => [...p, ...(data.tags[i]?.map(tag => ({run, tag, label: `${run}/${tag}`})) ?? [])], - [] - ); - }, [data]); - const labelList = useMemo(() => list.map(item => item.label), [list]); - - const query = useQuery(); - const selectedLabel = useMemo(() => { - const run = Array.isArray(query.run) ? query.run[0] : query.run; - return (run && list.find(item => item.run === run)?.label) ?? list[0]?.label; - }, [query.run, list]); - - const [label, setLabel] = useState(selectedLabel); - useEffect(() => setLabel(selectedLabel), [selectedLabel]); - - const selectedItem = useMemo(() => list.find(item => item.label === label) ?? {run: '', tag: '', label: ''}, [ - list, - label + }, [result, showError]); + const hasVector = useMemo(() => dim !== 0, [dim]); + + const dataPath = useMemo(() => (vectorFile ? vectorFile.name : selectedEmbedding?.path ?? ''), [ + vectorFile, + selectedEmbedding ]); - const [search, setSearch] = useState(''); - const debounceSearch = useSearchValue(search); - const [dimension, setDimension] = useState(dimensions[0] as Dimension); - const [reduction, setReduction] = useState(reductions[0] as Reduction); - const [labelVisibility, setLabelVisibility] = useState(true); + const [dimension, setDimension] = useState('3d'); + const [reduction, setReduction] = useState('pca'); + + const is3D = useMemo(() => dimension === '3d', [dimension]); - const bottom = useMemo(() => , [running, setRunning]); + const [pcaData, setPcaData] = useState({ + variance: ['--', '--', '--'], + totalVariance: '--' + }); + + const calculate = useCallback(() => setLoadingPhase('calculating'), []); + const calculated = useCallback( + (data: PcaResult) => { + const variance = data.variance.slice(0, is3D ? 3 : 2); + setPcaData({ + variance: variance.map(formatRatio), + totalVariance: formatRatio(variance.reduce((s, c) => s + c, 0)) + }); + setLoading(false); + }, + [is3D] + ); const aside = useMemo( - () => - labelList.length ? ( - - ) : null, - [t, bottom, dimension, label, labelList, labelVisibility, reduction, search] + )} + + setUploadModal(true)}> + {t('high-dimensional:upload-data')} + + + + {dataPath && ( + + {t('high-dimensional:data-path')} + {t('common:colon')} + {dataPath} + + )} + + + + + + + + + + {reduction === 'pca' && ( + + {(dimension === '3d' ? [1, 2, 3] : [1, 2]).map(index => ( +
+ {t('high-dimensional:component', {index})} + {t('common:colon')} + {pcaData.variance[index - 1]} +
+ ))} + + {t('high-dimensional:total-variance-described')} + {t('common:colon')} + {pcaData.totalVariance} + + + )} + + + ), + [ + t, + dataPath, + reduction, + dimension, + pcaData, + metadataFile, + labels, + labelBy, + embeddingList, + selectedEmbeddingName + ] ); + const leftAside = useMemo(() => , []); + return ( <> {t('common:high-dimensional')} - - {!loading && !list.length ? ( - - ) : error ? ( -
{t('common:error')}
- ) : loading ? null : ( + {loading || loadingList ? {t(`high-dimensional:loading.${loadingPhase}`)} : null} + + {hasVector ? ( + ) : ( + )} - + setUploadModal(false)} + onChangeVectorFile={changeVectorFile} + onChangeMetadataFile={setMetadataFile} + /> + ); }; diff --git a/frontend/packages/core/src/resource/high-dimensional/index.ts b/frontend/packages/core/src/resource/high-dimensional/index.ts index 47b3e75f9..3d841beac 100644 --- a/frontend/packages/core/src/resource/high-dimensional/index.ts +++ b/frontend/packages/core/src/resource/high-dimensional/index.ts @@ -14,46 +14,6 @@ * limitations under the License. */ -import type {Point} from './types'; +export type {Dimension, Reduction, PcaParams, PcaResult, Vectors, ParseParams, ParseResult} from './types'; -export type {Dimension, Reduction, Point} from './types'; - -const dividePoints = (points: Point[], keyword?: string) => { - if (!keyword) { - return [[], points]; - } - - const matched: Point[] = []; - const missing: Point[] = []; - points.forEach(point => { - if (point.name.includes(keyword)) { - matched.push(point); - return; - } - missing.push(point); - }); - - return [matched, missing]; -}; - -const combineLabel = (points: Point['value'][], labels: string[], visibility?: boolean) => - points.map((value, i) => { - const name = labels[i] || ''; - return { - name, - showing: !!visibility, - value - }; - }); - -export const divide = ({ - points, - keyword, - labels, - visibility -}: { - points: Point['value'][]; - keyword?: string; - labels: string[]; - visibility?: boolean; -}) => dividePoints(combineLabel(points, labels, visibility), keyword); +export {parseFromBlob, parseFromString, ParserError} from './parser'; diff --git a/frontend/packages/core/src/resource/high-dimensional/parser.ts b/frontend/packages/core/src/resource/high-dimensional/parser.ts new file mode 100644 index 000000000..7fd586f3f --- /dev/null +++ b/frontend/packages/core/src/resource/high-dimensional/parser.ts @@ -0,0 +1,154 @@ +/** + * Copyright 2020 Baidu Inc. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import type {MetadataResult, ParseFromBlobParams, ParseFromStringParams, ParseResult, VectorResult} from './types'; + +import {safeSplit} from '~/utils'; + +const INDEX_METADATA_FIELD = '__index__'; +const DEFAULT_METADATA_FIELD = '__metadata__'; + +const PARSER_ERROR_CODES = { + NUMBER_MISMATCH: Symbol('NUMBER_MISMATCH'), + TENSER_EMPTY: Symbol('TENSER_EMPTY'), + METADATA_EMPTY: Symbol('METADATA_EMPTY'), + SHAPE_MISMATCH: Symbol('SHAPE_MISMATCH') +} as const; + +type ParserErrorCode = string | number | symbol; + +export class ParserError extends Error { + static CODES = PARSER_ERROR_CODES; + + readonly code: ParserErrorCode; + // eslint-disable-next-line @typescript-eslint/no-explicit-any + readonly data: any; + + // eslint-disable-next-line @typescript-eslint/no-explicit-any + constructor(message: string | undefined, code: ParserErrorCode, data?: any) { + super(message); + this.code = code; + this.data = data; + } +} + +function split(str: string, processer?: (item: string) => T): T[][] { + return safeSplit(str, '\n') + .map(r => safeSplit(r, '\t').map(n => (processer ? processer(n) : n) as T)) + .filter(r => r.length); +} + +function alignItems(data: T[][], dimension: number, defaultValue: T): T[][] { + return data.map(row => { + const length = row.length; + if (length > dimension) { + return row.slice(0, dimension); + } + if (length < dimension) { + return [...row, ...Array.from({length: dimension - length}).fill(defaultValue)]; + } + return row; + }); +} + +function parseVectors(str: string): VectorResult { + if (!str) { + throw new ParserError('Tenser file is empty', ParserError.CODES.TENSER_EMPTY); + } + let vectors = split(str, Number.parseFloat); + // TODO: sampling + const dimension = Math.min(...vectors.map(vector => vector.length)); + vectors = alignItems(vectors, dimension, 0); + return { + dimension, + count: vectors.length, + vectors: new Float32Array(vectors.flat()) + }; +} + +function parseMetadata(str: string): MetadataResult { + if (!str) { + throw new ParserError('Metadata file is empty', ParserError.CODES.METADATA_EMPTY); + } + let metadata = split(str); + // dimension is larger then 0 + const dimension = metadata[0].length; + let labels = [DEFAULT_METADATA_FIELD]; + metadata = alignItems(metadata, dimension, ''); + if (dimension > 1) { + // metadata is larger then 1 + labels = metadata.shift() as string[]; + } + return { + dimension, + labels, + metadata + }; +} + +function genMetadataAndLabels(metadata: string, count: number) { + if (metadata) { + const data = parseMetadata(metadata); + const metadataCount = data.metadata.length; + if (count !== metadataCount) { + throw new ParserError( + `Number of tensors (${count}) do not match the number of lines in metadata (${metadataCount}).`, + ParserError.CODES.NUMBER_MISMATCH, + { + vectors: count, + metadata: metadataCount + } + ); + } + return { + labels: data.labels, + metadata: data.metadata + }; + } + return { + labels: [INDEX_METADATA_FIELD], + metadata: Array.from({length: count}, (_, i) => [`${i}`]) + }; +} + +export function parseFromString({vectors: v, metadata: m}: ParseFromStringParams): ParseResult { + const result: ParseResult = { + dimension: 0, + vectors: new Float32Array(), + labels: [], + metadata: [] + }; + if (v) { + const {dimension, vectors, count} = parseVectors(v); + result.dimension = dimension; + result.vectors = vectors; + Object.assign(result, genMetadataAndLabels(m, count)); + } + return result; +} + +export async function parseFromBlob({shape, vectors: v, metadata: m}: ParseFromBlobParams): Promise { + const [count, dimension] = shape; + const vectors = new Float32Array(await v.arrayBuffer()); + if (count * dimension !== vectors.length) { + throw new ParserError('Size of tensor does not match.', ParserError.CODES.SHAPE_MISMATCH); + } + return { + dimension, + vectors, + ...genMetadataAndLabels(m, count) + }; +} diff --git a/frontend/packages/core/src/resource/high-dimensional/types.ts b/frontend/packages/core/src/resource/high-dimensional/types.ts index 9997d39a6..da57bf508 100644 --- a/frontend/packages/core/src/resource/high-dimensional/types.ts +++ b/frontend/packages/core/src/resource/high-dimensional/types.ts @@ -15,10 +15,58 @@ */ export type Dimension = '2d' | '3d'; -export type Reduction = 'pca' | 'tsne'; +export type Reduction = 'pca' | 'tsne' | 'umap'; -export type Point = { - name: string; - value: [number, number] | [number, number, number]; - showing: boolean; +export type Vectors = [number, number, number][]; + +export type VectorResult = { + dimension: number; + count: number; + vectors: Float32Array; +}; + +export type MetadataResult = { + dimension: number; + labels: string[]; + metadata: string[][]; +}; + +export type ParseFromStringParams = { + vectors: string; + metadata: string; +}; + +export type ParseFromBlobParams = { + shape: [number, number]; + vectors: Blob; + metadata: string; +}; + +export type ParseParams = + | { + from: 'blob'; + params: ParseFromBlobParams; + } + | { + from: 'string'; + params: ParseFromStringParams; + } + | null; + +export type ParseResult = { + dimension: number; + vectors: Float32Array; + labels: string[]; + metadata: string[][]; +}; + +export type PcaParams = { + input: number[]; + dim: number; + n: number; +}; + +export type PcaResult = { + vectors: Vectors; + variance: number[]; }; diff --git a/frontend/packages/core/src/utils/fetch.ts b/frontend/packages/core/src/utils/fetch.ts index 979bb18a5..e1a553bfd 100644 --- a/frontend/packages/core/src/utils/fetch.ts +++ b/frontend/packages/core/src/utils/fetch.ts @@ -80,8 +80,9 @@ function logErrorAndReturnT(e: unknown) { } export function fetcher(url: string, options?: RequestInit): Promise; +export function fetcher(url: string, options?: RequestInit): Promise; export function fetcher(url: string, options?: RequestInit): Promise; -export async function fetcher(url: string, options?: RequestInit): Promise { +export async function fetcher(url: string, options?: RequestInit): Promise { let res: Response; try { res = await fetch(API_URL + url, addApiToken(options)); @@ -95,8 +96,9 @@ export async function fetcher(url: string, options?: RequestInit): throw new Error(t([`errors:response-error.${res.status}`, 'errors:response-error.unknown'])); } - let response: Data | T; - if (res.headers.get('content-type')?.includes('application/json')) { + const contentType = res.headers.get('content-type') ?? ''; + if (contentType.includes('application/json')) { + let response: Data | T; try { response = await res.json(); } catch (e) { @@ -112,6 +114,15 @@ export async function fetcher(url: string, options?: RequestInit): } } return response; + } else if (contentType.startsWith('text/')) { + let response: string; + try { + response = await res.text(); + } catch (e) { + const t = await logErrorAndReturnT(e); + throw new Error(t('errors:parse-error')); + } + return response; } else { let data: Blob; try { diff --git a/frontend/packages/core/src/utils/index.ts b/frontend/packages/core/src/utils/index.ts index 22a54799f..6e9713090 100644 --- a/frontend/packages/core/src/utils/index.ts +++ b/frontend/packages/core/src/utils/index.ts @@ -42,3 +42,5 @@ export const quantile = (values: number[], p: number) => { export const distance = (p1: [number, number], p2: [number, number]): number => Math.sqrt((p1[0] - p2[0]) ** 2 + (p1[1] - p2[1]) ** 2); + +export const safeSplit = (s: string, d: string) => (s.length ? s.split(d) : []); diff --git a/frontend/packages/core/src/utils/style.ts b/frontend/packages/core/src/utils/style.ts index 69f280766..f65500d48 100644 --- a/frontend/packages/core/src/utils/style.ts +++ b/frontend/packages/core/src/utils/style.ts @@ -74,6 +74,7 @@ export const sameBorder = ( width = '1px' as | string | number + | true | {width?: string | number; type?: string; color?: string; radius?: string | boolean}, type = 'solid', color = 'var(--border-color)', @@ -84,6 +85,9 @@ export const sameBorder = ( color = width.color ?? 'var(--border-color)'; radius = width.radius === true ? borderRadius : width.radius; width = width.width ?? '1px'; + } else if (width === true) { + width = '1px'; + radius = true; } return Object.assign( {}, diff --git a/frontend/packages/core/src/utils/theme.ts b/frontend/packages/core/src/utils/theme.ts index bbd55762a..f1353c3d4 100644 --- a/frontend/packages/core/src/utils/theme.ts +++ b/frontend/packages/core/src/utils/theme.ts @@ -79,8 +79,7 @@ export const themes = { tooltipBackgroundColor: 'rgba(0, 0, 0, 0.6)', progressBarColor: '#fff', maskColor: 'rgba(255, 255, 255, 0.8)', - - samplePreviewMaskColor: 'rgba(0, 0, 0, 0.5)', + darkMaskColor: 'rgba(0, 0, 0, 0.5)', graphUploaderBackgroundColor: '#f9f9f9', graphUploaderActiveBackgroundColor: '#f2f6ff', @@ -121,8 +120,7 @@ export const themes = { tooltipBackgroundColor: '#292929', progressBarColor: '#fff', maskColor: 'rgba(0, 0, 0, 0.8)', - - samplePreviewMaskColor: 'rgba(0, 0, 0, 0.8)', + darkMaskColor: 'rgba(0, 0, 0, 0.8)', graphUploaderBackgroundColor: '#262629', graphUploaderActiveBackgroundColor: '#303033', diff --git a/frontend/packages/core/src/worker/high-dimensional/parse-data.ts b/frontend/packages/core/src/worker/high-dimensional/parse-data.ts new file mode 100644 index 000000000..9763b07ec --- /dev/null +++ b/frontend/packages/core/src/worker/high-dimensional/parse-data.ts @@ -0,0 +1,34 @@ +/** + * Copyright 2020 Baidu Inc. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import {parseFromBlob, parseFromString} from '~/resource/high-dimensional'; + +import type {ParseParams} from '~/resource/high-dimensional'; +import {WorkerSelf} from '~/worker'; + +const workerSelf = new WorkerSelf(); +workerSelf.emit('INITIALIZED'); +workerSelf.on('RUN', async data => { + if (data) { + if (data.from === 'string') { + return workerSelf.emit('RESULT', parseFromString(data.params)); + } + if (data.from === 'blob') { + return workerSelf.emit('RESULT', await parseFromBlob(data.params)); + } + } + workerSelf.emit('RESULT', null); +}); diff --git a/frontend/packages/core/src/worker/index.ts b/frontend/packages/core/src/worker/index.ts new file mode 100644 index 000000000..56ec4af09 --- /dev/null +++ b/frontend/packages/core/src/worker/index.ts @@ -0,0 +1,118 @@ +/** + * Copyright 2020 Baidu Inc. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import type {WorkerMessage, WorkerMessageEvent} from '~/worker/types'; + +type WorkerMessageType = WorkerMessage['type']; +type Handler = (data: T) => unknown; + +export class WorkerSelf { + // eslint-disable-next-line @typescript-eslint/no-explicit-any + private listeners: Partial, Handler[]>> = {}; + + constructor() { + self.addEventListener('message', this.listener.bind(this)); + } + + private listener(e: WorkerMessageEvent) { + this.listeners[e.data.type]?.forEach(handler => { + try { + handler(e.data.data); + } catch (e) { + const error = e instanceof Error ? e : new Error(e); + this.emit('ERROR', error); + } + }); + } + + emit(type: WorkerMessageType, data?: T) { + self.postMessage({ + type, + data + } as WorkerMessage); + } + + on(type: WorkerMessageType, handler: Handler) { + if (!this.listeners[type]) { + this.listeners[type] = []; + } + /* eslint-disable @typescript-eslint/no-non-null-assertion */ + if (this.listeners[type]!.findIndex(f => Object.is(f, handler)) !== -1) { + return; + } + this.listeners[type]!.push(handler); + /* eslint-enable @typescript-eslint/no-non-null-assertion */ + } + + off(type: WorkerMessageType, handler?: Handler) { + if (this.listeners[type]) { + if (!handler) { + delete this.listeners[type]; + } else { + /* eslint-disable @typescript-eslint/no-non-null-assertion */ + const index = this.listeners[type]!.findIndex(f => Object.is(f, handler)); + this.listeners[type]!.splice(index, 1); + /* eslint-enable @typescript-eslint/no-non-null-assertion */ + } + } + } +} + +export class WebWorker extends Worker { + // eslint-disable-next-line @typescript-eslint/no-explicit-any + private listeners: Partial, Handler[]>> = {}; + + constructor(...args: ConstructorParameters) { + super(...args); + this.addEventListener('message', this.listener.bind(this)); + } + + private listener(e: WorkerMessageEvent) { + this.listeners[e.data.type]?.forEach(handler => handler(e.data.data)); + } + + emit(type: WorkerMessageType, data?: T) { + this.postMessage({ + type, + data + } as WorkerMessage); + } + + on(type: WorkerMessageType, handler: Handler) { + if (!this.listeners[type]) { + this.listeners[type] = []; + } + /* eslint-disable @typescript-eslint/no-non-null-assertion */ + if (this.listeners[type]!.findIndex(f => Object.is(f, handler)) !== -1) { + return; + } + this.listeners[type]!.push(handler); + /* eslint-enable @typescript-eslint/no-non-null-assertion */ + } + + off(type: WorkerMessageType, handler?: Handler) { + if (this.listeners[type]) { + if (!handler) { + delete this.listeners[type]; + } else { + /* eslint-disable @typescript-eslint/no-non-null-assertion */ + const index = this.listeners[type]!.findIndex(f => Object.is(f, handler)); + this.listeners[type]!.splice(index, 1); + /* eslint-enable @typescript-eslint/no-non-null-assertion */ + } + } + } +} diff --git a/frontend/packages/core/src/worker/types.ts b/frontend/packages/core/src/worker/types.ts new file mode 100644 index 000000000..ab764a8f7 --- /dev/null +++ b/frontend/packages/core/src/worker/types.ts @@ -0,0 +1,29 @@ +/** + * Copyright 2020 Baidu Inc. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +type WorkerMessageType = { + type: T; + data: D; +}; + +type InitializedMessage = WorkerMessageType<'INITIALIZED'>; +type RunMessage = WorkerMessageType<'RUN', T>; +type ResultMessage = WorkerMessageType<'RESULT', T>; +type ErrorMessage = WorkerMessageType<'ERROR', E>; + +export type WorkerMessage = InitializedMessage | RunMessage | ResultMessage | ErrorMessage; + +export type WorkerMessageEvent = MessageEvent>; diff --git a/frontend/packages/core/src/worker/wasm.ts b/frontend/packages/core/src/worker/wasm.ts new file mode 100644 index 000000000..4f169e225 --- /dev/null +++ b/frontend/packages/core/src/worker/wasm.ts @@ -0,0 +1,38 @@ +/** + * Copyright 2020 Baidu Inc. All Rights Reserved. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import * as funcs from '@visualdl/wasm'; + +import {WorkerSelf} from '~/worker'; +import initWasm from '@visualdl/wasm'; + +const workerSelf = new WorkerSelf(); + +const PUBLIC_PATH: string = import.meta.env.SNOWPACK_PUBLIC_PATH; + +type FuncNames = Exclude; + +async function init() { + await initWasm(`${PUBLIC_PATH}/wasm/visualdl.wasm`); + workerSelf.emit('INITIALIZED'); + workerSelf.on<{name: FuncNames; params: unknown[]}>('RUN', ({name, params}) => { + // eslint-disable-next-line @typescript-eslint/ban-types + const result = (funcs[name] as Function)(...params); + workerSelf.emit('RESULT', result); + }); +} + +init(); diff --git a/frontend/packages/core/tsconfig.json b/frontend/packages/core/tsconfig.json index 37cbfc5b9..0e3eb4d58 100644 --- a/frontend/packages/core/tsconfig.json +++ b/frontend/packages/core/tsconfig.json @@ -23,8 +23,22 @@ "~/*": [ "./src/*" ] - } + }, // Feel free to add/edit new config options below: // ... + "lib": [ + "DOM", + "DOM.Iterable", + "ESNext", + "ESNext.Array", + "ESNext.AsyncIterable", + "ESNext.BigInt", + "ESNext.Intl", + "ESNext.Promise", + "ESNext.String", + "ESNext.Symbol", + "ScriptHost", + "WebWorker" + ] } } diff --git a/frontend/packages/demo/package.json b/frontend/packages/demo/package.json index cbc1ae5b4..dfedca698 100644 --- a/frontend/packages/demo/package.json +++ b/frontend/packages/demo/package.json @@ -34,7 +34,7 @@ "devDependencies": { "@types/express": "4.17.8", "@types/mkdirp": "1.0.1", - "@types/node": "14.10.3", + "@types/node": "14.14.6", "@types/node-fetch": "2.5.7", "@types/rimraf": "3.0.0", "cpy-cli": "3.1.1", @@ -44,7 +44,7 @@ "node-fetch": "2.6.1", "rimraf": "3.0.2", "ts-node": "9.0.0", - "typescript": "4.0.2" + "typescript": "4.0.5" }, "peerDependencies": { "express": "^4.17.1" diff --git a/frontend/packages/mock/assets/embedding/metadata/metadata-edited.tsv b/frontend/packages/mock/assets/embedding/metadata/metadata-edited.tsv new file mode 100644 index 000000000..cb0aa76fa --- /dev/null +++ b/frontend/packages/mock/assets/embedding/metadata/metadata-edited.tsv @@ -0,0 +1,151 @@ +sepal-length sepal-width petal-length petal-width class +5.1 3.5 1.4 0.2 Iris-setosa +4.9 3 1.4 0.2 Iris-setosa +4.7 3.2 1.3 0.2 Iris-setosa +4.6 3.1 1.5 0.2 Iris-setosa +5 3.6 1.4 0.2 Iris-setosa +5.4 3.9 1.7 0.4 Iris-setosa +4.6 3.4 1.4 0.3 Iris-setosa +5 3.4 1.5 0.2 Iris-setosa +4.4 2.9 1.4 0.2 Iris-setosa +4.9 3.1 1.5 0.1 Iris-setosa +5.4 3.7 1.5 0.2 Iris-setosa +4.8 3.4 1.6 0.2 Iris-setosa +4.8 3 1.4 0.1 Iris-setosa +4.3 3 1.1 0.1 Iris-setosa +5.8 4 1.2 0.2 Iris-setosa +5.7 4.4 1.5 0.4 Iris-setosa +5.4 3.9 1.3 0.4 Iris-setosa +5.1 3.5 1.4 0.3 Iris-setosa +5.7 3.8 1.7 0.3 Iris-setosa +5.1 3.8 1.5 0.3 Iris-setosa +5.4 3.4 1.7 0.2 Iris-setosa +5.1 3.7 1.5 0.4 Iris-setosa +4.6 3.6 1 0.2 Iris-setosa +5.1 3.3 1.7 0.5 Iris-setosa +4.8 3.4 1.9 0.2 Iris-setosa +5 3 1.6 0.2 Iris-setosa +5 3.4 1.6 0.4 Iris-setosa +5.2 3.5 1.5 0.2 Iris-setosa +5.2 3.4 1.4 0.2 Iris-setosa +4.7 3.2 1.6 0.2 Iris-setosa +4.8 3.1 1.6 0.2 Iris-setosa +5.4 3.4 1.5 0.4 Iris-setosa +5.2 4.1 1.5 0.1 Iris-setosa +5.5 4.2 1.4 0.2 Iris-setosa +4.9 3.1 1.5 0.1 Iris-setosa +5 3.2 1.2 0.2 Iris-setosa +5.5 3.5 1.3 0.2 Iris-setosa +4.9 3.1 1.5 0.1 Iris-setosa +4.4 3 1.3 0.2 Iris-setosa +5.1 3.4 1.5 0.2 Iris-setosa +5 3.5 1.3 0.3 Iris-setosa +4.5 2.3 1.3 0.3 Iris-setosa +4.4 3.2 1.3 0.2 Iris-setosa +5 3.5 1.6 0.6 Iris-setosa +5.1 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2.8 4.8 1.4 Iris-versicolor +6.7 3 5 1.7 Iris-versicolor +6 2.9 4.5 1.5 Iris-versicolor +5.7 2.6 3.5 1 Iris-versicolor +5.5 2.4 3.8 1.1 Iris-versicolor +5.5 2.4 3.7 1 Iris-versicolor +5.8 2.7 3.9 1.2 Iris-versicolor +6 2.7 5.1 1.6 Iris-versicolor +5.4 3 4.5 1.5 Iris-versicolor +6 3.4 4.5 1.6 Iris-versicolor +6.7 3.1 4.7 1.5 Iris-versicolor +6.3 2.3 4.4 1.3 Iris-versicolor +5.6 3 4.1 1.3 Iris-versicolor +5.5 2.5 4 1.3 Iris-versicolor +5.5 2.6 4.4 1.2 Iris-versicolor +6.1 3 4.6 1.4 Iris-versicolor +5.8 2.6 4 1.2 Iris-versicolor +5 2.3 3.3 1 Iris-versicolor +5.6 2.7 4.2 1.3 Iris-versicolor +5.7 3 4.2 1.2 Iris-versicolor +5.7 2.9 4.2 1.3 Iris-versicolor +6.2 2.9 4.3 1.3 Iris-versicolor +5.1 2.5 3 1.1 Iris-versicolor +5.7 2.8 4.1 1.3 Iris-versicolor +6.3 3.3 6 2.5 Iris-virginica +5.8 2.7 5.1 1.9 Iris-virginica +7.1 3 5.9 2.1 Iris-virginica +6.3 2.9 5.6 1.8 Iris-virginica +6.5 3 5.8 2.2 Iris-virginica +7.6 3 6.6 2.1 Iris-virginica +4.9 2.5 4.5 1.7 Iris-virginica +7.3 2.9 6.3 1.8 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Iris-virginica +6.7 3.1 5.6 2.4 Iris-virginica +6.9 3.1 5.1 2.3 Iris-virginica +5.8 2.7 5.1 1.9 Iris-virginica +6.8 3.2 5.9 2.3 Iris-virginica +6.7 3.3 5.7 2.5 Iris-virginica +6.7 3 5.2 2.3 Iris-virginica +6.3 2.5 5 1.9 Iris-virginica +6.5 3 5.2 2 Iris-virginica +6.2 3.4 5.4 2.3 Iris-virginica +5.9 3 5.1 1.8 Iris-virginica \ No newline at end of file diff --git a/frontend/packages/mock/assets/embedding/metadata/word2vec_10000_200d_labels.tsv b/frontend/packages/mock/assets/embedding/metadata/word2vec_10000_200d_labels.tsv new file mode 100644 index 000000000..31de1289e --- /dev/null +++ b/frontend/packages/mock/assets/embedding/metadata/word2vec_10000_200d_labels.tsv @@ -0,0 +1,10001 @@ +word count +UNK 286363 +the 1061396 +of 593677 +and 416629 +one 411764 +in 372201 +a 325873 +to 316376 +zero 264975 +nine 250430 +two 192644 +is 183153 +as 131815 +eight 125285 +for 118445 +s 116710 +five 115789 +three 114775 +was 112807 +by 111831 +that 109510 +four 108182 +six 102145 +seven 99683 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