fix: stat err

README.md

@@ -90,6 +90,10 @@ Welcome to the [Kanaries RATH](https://kanaries.net/). We are so excited to have
 
 - 🎨 [Data painter](https://kanaries.net/docs/data-painter): An interactive, instinctive yet powerful tool for exploratory data analysis by directly coloring your data, with further analytical features.
 
+- :bar_chart: Dashboard: build beautiful interactive data dashboard.
+
+- :construction: Causal Analysis: Provide causal discovery and explainations for complex relation analysis.
+
 - 🎓 Wanna learn more about RATH? Visit our [Free online Courses](https://kanaries.net/docs/rath-academy): Access learning materials, detailed instructions and skill tests for **FREE**!
 
 ## Share with the community

citations.md

@@ -6,4 +6,5 @@ Rath is insipired by several excellent works below:
 + [3] Wongsuphasawat, Kanit, et al. "Voyager 2: Augmenting visual analysis with partial view specifications." Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems. ACM, 2017.
 + [4] B. Tang et al, "Extracting top-K insights from multi-dimensional data," in 2017, . DOI: 10.1145/3035918.3035922.
 + [5] Vega-Lite: A Grammar of Interactive Graphics. Arvind Satyanarayan, Dominik Moritz, Kanit Wongsuphasawat, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2017
-+ [6] Kim, Younghoon, et al. "Graphscape: A model for automated reasoning about visualization similarity and sequencing." Proceedings of the 2017 CHI conference on human factors in computing systems. 2017.
++ [6] Kim, Younghoon, et al. "Graphscape: A model for automated reasoning about visualization similarity and sequencing." Proceedings of the 2017 CHI conference on human factors in computing systems. 2017.
++ [7] Amit Sharma, Emre Kiciman. DoWhy: An End-to-End Library for Causal Inference. 2020. https://arxiv.org/abs/2011.04216

package.json

@@ -1,5 +1,5 @@
 {
-  "name": "Rath",
+  "name": "rath",
   "private": true,
   "version": "1.0.0",
   "description": "![](https://img.shields.io/github/license/Kanaries/Rath)",

packages/rath-client/src/App.tsx

@@ -21,9 +21,7 @@ import CausalPage from './pages/causal';
 import PerformanceWindow from './components/performance-window';
 import LoginInfo from './pages/loginInfo';
 import Account from './pages/loginInfo/account';
-import Info from './pages/loginInfo/info';
 import Setup from './pages/loginInfo/setup';
-import Header from './pages/loginInfo/header';
 
 export enum PreferencesType {
     Account = 'account',

packages/rath-client/src/components/userSettings.tsx

@@ -24,7 +24,7 @@ const UserSettings: React.FC = () => {
         <Container
             style={navMode === 'icon' ? { flexDirection: 'column' } : { flexDirection: 'row', alignItems: 'center' }}
         >
-            {/* {navMode === 'text' && (
+            {navMode === 'text' && (
                 <DropdownSelect
                     border
                     value={langStore.lang}
@@ -38,7 +38,7 @@ const UserSettings: React.FC = () => {
                         </option>
                     ))}
                 </DropdownSelect>
-            )} */}
+            )}
             <div ref={target}>
                 <ActionButton
                     text={commonStore.navMode === 'text' ? intl.get('preference.title') : ''}

packages/rath-client/src/lib/meta/fieldMeta.ts

@@ -21,13 +21,18 @@ export function computeFieldFeatures(values: any[], semanticType: ISemanticType)
         sum = 0,
         qt_25 = 0,
         qt_50 = 0,
-        qt_75 = 0;
+        qt_75 = 0,
+        mean = 0;
 
     if (semanticType === 'quantitative') {
         ent = Statistics.entropy(rangeNormilize(bin(values).filter((v) => v > 0)));
         maxEnt = Math.log2(dist.length);
-        const sum = values.reduce((t, v) => t + v, 0);
-        const mean = sum / values.length;
+        let i = 0;
+        let size = values.length;
+        for (i = 0; i < size; i++) {
+            sum += values[i];
+        }
+        mean = sum / size;
         for (let i = 0; i < values.length; i++) {
             s += (values[i] - mean) ** 2;
         }
@@ -43,7 +48,7 @@ export function computeFieldFeatures(values: any[], semanticType: ISemanticType)
             max: _max,
             min: _min,
             sum: sum,
-            mean: sum / values.length,
+            mean: mean,
             count: values.length,
             stdev: s,
             qt_25,

packages/rath-client/src/pages/loginInfo/header.tsx

@@ -4,7 +4,6 @@ import intl from 'react-intl-universal';
 import styled from 'styled-components';
 import { getDefaultAvatarURL, AVATAR_IMG_LIST, IAVATAR_TYPES } from '../../utils/user';
 import { useGlobalStore } from '../../store';
-// import Corp from '../../components/imgCorp';
 // enum HeaderList {
 //     upload = 'Upload',
 //     default = 'Default',

packages/rath-client/src/store/commonStore.ts

@@ -2,7 +2,7 @@ import { makeAutoObservable, observable, runInAction } from 'mobx';
 import { Specification } from 'visual-insights';
 import { COMPUTATION_ENGINE, EXPLORE_MODE, PIVOT_KEYS } from '../constants';
 import { IAccessPageKeys, ITaskTestMode, IVegaSubset } from '../interfaces';
-import { clearLoginCookie, getAvatarURL, getServerUrl, setLoginCookie, AVATAR_IMG_LIST, IAVATAR_TYPES } from '../utils/user';
+import { getAvatarURL, getServerUrl, AVATAR_IMG_LIST, IAVATAR_TYPES } from '../utils/user';
 import { destroyRathWorker, initRathWorker, rathEngineService } from '../services/index';
 import { transVegaSubset2Schema } from '../utils/transform';
 import { notify } from '../components/error';
@@ -187,7 +187,7 @@ export class CommonStore {
         } else {
             notify({
                 type: 'error',
-                content: result.message,
+                content: `${result.message}`,
                 title: 'Error',
             });
             throw new Error(`${result.message}`);
@@ -198,14 +198,12 @@ export class CommonStore {
         try {
             const res = await commitLoginService(this.login);
             if (res) {
-                setLoginCookie(this.login.userName);
                 this.userName = this.login.userName;
             }
             return res;
         } catch (error) {
-            // console.error(error);
             notify({
-                title: '发生错误',
+                title: 'Login error',
                 type: 'error',
                 content: `[/api/login] ${error}`,
             });
@@ -218,23 +216,19 @@ export class CommonStore {
             const res = await fetch(url, {
                 method: 'GET',
             });
-            console.log(res, 'Res');
             if (res) {
-                clearLoginCookie();
                 runInAction(() => {
                     this.userName = null;
                 });
                 notify({
-                    title: '您已登出',
-                    type: 'warning',
-                    content: '您已登出，登出期间无法访问部分产品功能。',
+                    title: 'Logout',
+                    type: 'success',
+                    content: 'Logout success!',
                 });
-            } else {
-                // throw '登出失败';
             }
         } catch (error) {
             notify({
-                title: '发生错误',
+                title: 'logout error',
                 type: 'error',
                 content: `[/api/logout] ${error}`,
             });

packages/rath-client/src/utils/user.ts

@@ -1,7 +1,3 @@
-import md5 from "crypto-js/md5";
-import Cookies from 'js-cookie';
-
-
 export enum IAVATAR_TYPES {
     gravatar = 'gravatar',
     default = 'default'
@@ -20,23 +16,6 @@ export const AVATAR_IMG_LIST: string[] = new Array(18)
 
 export const DEFAULT_AVATAR_URL_PREFIX = 'https://foghorn-assets.s3.ap-northeast-1.amazonaws.com/avatar/';
 
-const AUTH_COOKIE_KEY = 'userAuthed';
-
-export function setLoginCookie(userName: string) {
-    Cookies.set(AUTH_COOKIE_KEY, userName, { expires: 1 });
-}
-export function checkLoginCookie() {
-    const userName = Cookies.get(AUTH_COOKIE_KEY);
-    if (userName && userName !== '') {
-        return userName;
-    }
-    return null;
-}
-
-export function clearLoginCookie() {
-    Cookies.remove(AUTH_COOKIE_KEY);
-}
-
 export function getServerUrl(path: string) {
     const baseURL = new URL(window.location.href);
     const DATA_SERVER_URL =
@@ -61,7 +40,6 @@ type AvatarProps = {
 export function getAvatarURL(props: AvatarProps) {
     if (props.avatarType === IAVATAR_TYPES.default) {
         return `${DEFAULT_AVATAR_URL_PREFIX}${props.size}/${props.avatarKey}`
-    } else {
-        return `https://www.gravatar.com/avatar/${md5(props.email.toLowerCase()).toString()}`;
     }
+    return ''
 }