diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..a547bf3 --- /dev/null +++ b/.gitignore @@ -0,0 +1,24 @@ +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +pnpm-debug.log* +lerna-debug.log* + +node_modules +dist +dist-ssr +*.local + +# Editor directories and files +.vscode/* +!.vscode/extensions.json +.idea +.DS_Store +*.suo +*.ntvs* +*.njsproj +*.sln +*.sw? diff --git a/README.md b/README.md index 9229f6e..d26ab41 100644 --- a/README.md +++ b/README.md @@ -1 +1,41 @@ -# mme-sose24-statistics \ No newline at end of file +# mme-sose24-statistics + +## About the app + +Try it out with this link: [https://UniRegensburg.github.io/mme-sose24-statistics/](https://UniRegensburg.github.io/mme-sose24-statistics/). + +## Setup + +To install the application, run + +```bash +$ git clone https://github.com/UniRegensburg/mme-sose24-statistics.git +$ cd mme-sose24-statistics +$ npm install +``` + +To start, run + +```bash +$ npm run dev +``` + +## Technologies + +- Vite +- Vitest +- React +- D3.js +- Material UI + +## Documentations + +### Developer guidelines + +See [GUIDELINES.md](docs/GUIDELINES.md) + +### Tutorials for developers + +[Tutorial on Entities](docs/tutorials/tutorial-entities.md) + +[Tutorial on Services](docs/tutorials/tutorial-services.md) diff --git a/docs/GUIDELINES.md b/docs/GUIDELINES.md new file mode 100644 index 0000000..f20e9cd --- /dev/null +++ b/docs/GUIDELINES.md @@ -0,0 +1,43 @@ +# Developer Guidelines + +## Directory Structure + +### Root folder + +- **`src/`**: Contains all source files. +- **`docs/`**: Documentations, screenshots, etc. +- **`public/`**: Assets that are not referenced in the source code. + +### `src/` folder + +- **`app/pages/`**: Contains subfolders. Each subfolders contains all specialized components used in a single page. +- **`components/`**: Reusable React components. + +- **`services/`**: Service classes responsible for complex utility logics. +- **`entities/`**: Data models and schemas. +- **`exceptions/`**: Custom exceptions and exception handlers. +- **`utils/`**: Utility functions and helpers. +- **`assets/`**: Static resources. Pictures, icons, or pre-defined JSON files, etc. + +## Code Style Conventions + +- **Indentation**: Use 2 spaces for indentation. + +- **Naming:** Use `camelCase` for variables and functions, `PascalCase` for classes and file names. + +- **Comments**: Use JSDoc for React components. For instance: + + ```jsx + /** + * A greeting message to the user. + * + * @param {string} name The user's name. + * @param {number} id User's ID. + * @returns {ReactNode} Rendered div component + */ + function Greeting({ name, id }) { + return
Hello {name}, you are our {id}-th user!
; + } + ``` + + \ No newline at end of file diff --git a/docs/tutorials/tutorial-entities.md b/docs/tutorials/tutorial-entities.md new file mode 100644 index 0000000..c87e503 --- /dev/null +++ b/docs/tutorials/tutorial-entities.md @@ -0,0 +1,169 @@ +# Tutorial on Entities + +## `DataEntity` + +The class `DataEntity` stores a table of questionnaire data and user information. A `DataEntity` contains information of its questionnaire type, data and columns. The following is an example of a `DataEntity` of rawTLX questionnaire with 2 rows of data. + +```javascript +DataEntity { + type: { + name: 'rawTLX', + numOfQuestions: 6, + minValue: 0, + maxValue: 20, + scoreCalculator: [Function: scoreCalculator], + scoreInterpretor: [Function: scoreInterpretor] + }, + data: + [ + { Q1: 11, Q2: 18, Q3: 18, Q4: 17, Q5: 19, Q6: 9, id: 1, age: 33, 'T:Q1+Q2': 29 }, + { Q1: 13, Q2: 2, Q3: 10, Q4: 14, Q5: 17, Q6: 18, id: 2, age: 21, 'T:Q1+Q2': 15 } + ], + columns: { + userInfo: [ 'id', 'age' ], + questions: [ + 'Q1', 'Q2', 'Q3', + 'Q4', 'Q5', 'Q6', + 'Q7', 'Q8' + ], + transform: [ 'T:Q1+Q2' ] + } +} +``` + +- `type`: The type of questionnaire. +- `data`: The raw data, represented by an array of objects. When performing data manipulation on the data, **do not** access the raw data like `dataEntity.data[row]["col"]`, **you are required to use the appropriate member functions instead**. +- `columns`: Stores information about columns. + +### Constructor + +The constructor of `DataEntity` takes in questionnaire type and data, both are optional. The constructor automatically detect questionnaire columns and user info columns. + +```javascript +const dataEntity = new DataEntity( + QUESTIONNAIRE_TYPE.NONE, + [ + { Q1: 5, Q2: 5, id: 1, 'T:Q1+Q2': 10 }, + { Q1: 4, Q2: 3, id: 2, 'T:Q1+Q2': 7 }, + ] + ) +console.log(dataEntity) +// Result: +// +// DataEntity { +// type: { +// name: 'NONE', +// numOfQuestions: 9007199254740991, +// minValue: -9007199254740991, +// maxValue: 9007199254740991, +// scoreCalculator: [Function: scoreCalculator], +// scoreInterpretor: [Function: scoreInterpretor] +// }, +// data: +// [ +// { Q1: 5, Q2: 5, id: 1, 'T:Q1+Q2': 10 }, +// { Q1: 4, Q2: 3, id: 2, 'T:Q1+Q2': 7 }, +// ], +// columns: { +// userInfo: [ 'id' ], +// questions: [ 'Q1', 'Q2' ], +// transform: [ 'T:Q1+Q2' ] +// } +// } + +``` + +### Column operations + +| Function | Description | Notes | +| --------------------------------- | ------------------------------------------------------------ | ------------------------------------------------------ | +| addQuestions(numOfQuestions=1) | Add given number of new questions to the questionnaire. | Only NONE-type data allows adding new questions. | +| deleteQuestions(numOfQuestions=1) | Delete given number of new questions to the questionnaire. | Only NONE-type data allows setting number of questions | +| addUserInfoColumns(columns) | Given a string or an array of strings, add new strings among them as user info columns. | Existing columns will not be added again. | +| addTransformColumns(expressions) | Given a string or an array of strings, create transform columns with those name and fill those columns with the transformed data. | Do not include `'T:'` in the input. | +| deleteColumns(columns) | Given a string or an array of strings, delete columns with those names. | Only works for `userInfo` and `transform` columns. | + +### Row operations + +| Function | Description | +| ---------------------------- | ---------------------------------------------- | +| addEmptyRows(numberOfRows=1) | Append given number of empty rows to the data. | +| insertEmptyRow(index) | Insert 1 empty row at the given index. | + +### Data manipulation + +| Function | Description | Notes | +| ------------------------------ | ------------------------------------------------- | ------------------------------------------------- | +| setValue(rowNr, column, value) | Set value at the given and row number and column. | Data in transform columns cannot be manually set. | +| setType(type) | Set questionnaire type. | | + +### Getters + +| Function | Description | +| --------------------- | ------------------------------------------------- | +| get size() | Get number of rows of data. | +| get numOfQuestions() | Get number of questions. | +| get allColumns() | Get a list of all columns. | +| get userInfoColumns() | Get a list of user info columns. | +| get questionColumns() | Get a list of question columns. | +| getType() | Get a string of questionnaire type name. | +| row(rowNumber) | Get a single row of data. | +| col(columnName) | Get data from a column as an array. | +| loc(rowNr, column) | Get the value at the given row number and column. | + +### Example + +Using the same `dataEntity` we created earlier: + +```javascript +console.log(dataEntity.getType()) +// Result: NONE + +dataEntity.addQuestions() // This add 1 question by default +console.log(dataEntity.questionColumns) +// Result: [ 'Q1', 'Q2', 'Q3' ] + +dataEntity.addUserInfoColumns(["id", "age"]) // Existing columns are not added twice +dataEntity.addUserInfoColumns("gender") +console.log(dataEntity.allColumns) +// Result" [ 'Q1', 'Q2', 'Q3', 'id', 'age', 'gender', 'T:Q1+Q2' ] + +dataEntity.addEmptyRows(2) +dataEntity.setValue(2, "Q1", 1000) +console.log(dataEntity.loc(2, "Q1")) // Get value at the 3rd row in column Q1 +// Result: 1000 +console.log(dataEntity) +// Result: +// +// DataEntity { +// type: { +// name: 'NONE', +// numOfQuestions: 9007199254740991, +// minValue: -9007199254740991, +// maxValue: 9007199254740991, +// scoreCalculator: [Function: scoreCalculator], +// scoreInterpretor: [Function: scoreInterpretor] +// }, +// data: +// [ +// { Q1: 5, Q2: 5, Q3: null, id: 1, age: null, gender: null, 'T:Q1+Q2': 10 }, +// { Q1: 4, Q2: 3, Q3: null, id: null, age: null, gender: null, 'T:Q1+Q2': 7 }, +// { Q1: 1000, Q2: null, Q3: null, id: null, age: null, gender: null, 'T:Q1+Q2': null }, +// ], +// columns: { +// userInfo: [ 'id', 'age', 'gender' ], +// questions: [ 'Q1', 'Q2', 'Q3' ], +// transform: [ 'T:Q1+Q2' ] +// } +// } +``` + +## `DiagramEntity` + +`DiagramEntity` is a data structure to store all information needed to plot a single diagram. It contains a diagram type, a reference to its data source (a `DataEntity`), and options for plotting. + +This class is relatively easy to understand. You can refer to the source code in `src\entities\DiagramEntity.js` for more information. + +## `WorkspaceEntity` + +The sole purpose of `WorkspaceEntity` is to store current `dataEntity` and `diagramEntity`. diff --git a/docs/tutorials/tutorial-services.md b/docs/tutorials/tutorial-services.md new file mode 100644 index 0000000..29c7d01 --- /dev/null +++ b/docs/tutorials/tutorial-services.md @@ -0,0 +1,29 @@ +# Tutorial on Services + +Services are global objects that provide static utility functions. An example: + +```javascript +import dataService from "../../src/services/DataService" +import dataAnalysisService from "../../src/services/DataAnalysisService" +import QUESTIONNAIRE_TYPE from "../../src/constants/QuestionnaireType" + +dataService.importData("./tests/test-data/SUS-example.csv", QUESTIONNAIRE_TYPE.SUS) + .then(dataEntity => { + const scores = dataAnalysisService.calculateScores(dataEntity) + console.log(scores) + }) +``` + +Service objects are usually straightforward. You are encouraged to refer to the source code in `src\services` to learn about them. + +## `dataService` + +This service deal with import/export of `DataEntity`. + +Particularly, `dataService.importData` is a asynchronous function that generates a `DataEntity` from a CSV file. + +If you are not familiar with asynchronous functions, see https://www.w3schools.com/js/js_async.asp. + +## `dataAnalysisService` + +This service deal with data analysis. It calculated scores base on questionnaire type. \ No newline at end of file diff --git a/eslint.config.js b/eslint.config.js new file mode 100644 index 0000000..964a299 --- /dev/null +++ b/eslint.config.js @@ -0,0 +1,38 @@ +import js from '@eslint/js' +import globals from 'globals' +import react from 'eslint-plugin-react' +import reactHooks from 'eslint-plugin-react-hooks' +import reactRefresh from 'eslint-plugin-react-refresh' + +export default [ + { + files: ['**/*.{js,jsx}'], + ignores: ['dist'], + languageOptions: { + ecmaVersion: 2020, + globals: globals.browser, + parserOptions: { + ecmaVersion: 'latest', + ecmaFeatures: { jsx: true }, + sourceType: 'module', + }, + }, + settings: { react: { version: '18.3' } }, + plugins: { + react, + 'react-hooks': reactHooks, + 'react-refresh': reactRefresh, + }, + rules: { + ...js.configs.recommended.rules, + ...react.configs.recommended.rules, + ...react.configs['jsx-runtime'].rules, + ...reactHooks.configs.recommended.rules, + 'react/jsx-no-target-blank': 'off', + 'react-refresh/only-export-components': [ + 'warn', + { allowConstantExport: true }, + ], + }, + }, +] diff --git a/index.html b/index.html new file mode 100644 index 0000000..0c589ec --- /dev/null +++ b/index.html @@ -0,0 +1,13 @@ + + + + + + + Vite + React + + +
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/dev/null +++ b/package.json @@ -0,0 +1,39 @@ +{ + "name": "usability-statistic", + "private": true, + "version": "0.0.0", + "type": "module", + "scripts": { + "dev": "vite", + "build": "vite build", + "lint": "eslint .", + "preview": "vite preview", + "test": "vitest" + }, + "dependencies": { + "@emotion/react": "^11.13.3", + "@emotion/styled": "^11.13.0", + "@mui/icons-material": "^6.1.1", + "@mui/material": "^6.1.2", + "@mui/x-data-grid": "^7.18.0", + "@observablehq/plot": "^0.6.16", + "react": "^18.3.1", + "react-dom": "^18.3.1", + "react-resizable-panels": "^2.0.23", + "react-router-dom": "^6.26.0" + }, + "devDependencies": { + "@eslint/js": "^9.8.0", + "@types/react": "^18.3.3", + "@types/react-dom": "^18.3.0", + "@vitejs/plugin-react": "^4.3.1", + "d3": "^7.9.0", + "eslint": "^9.8.0", + "eslint-plugin-react": "^7.35.0", + "eslint-plugin-react-hooks": "^5.1.0-rc.0", + "eslint-plugin-react-refresh": "^0.4.9", + "globals": "^15.9.0", + "vite": "^5.4.0", + "vitest": "^2.1.0" + } +} diff --git a/public/Logo_UsabilityAnalyzer.jpeg b/public/Logo_UsabilityAnalyzer.jpeg new file mode 100644 index 0000000..4b251b1 Binary files /dev/null and b/public/Logo_UsabilityAnalyzer.jpeg differ diff --git a/public/vite.svg b/public/vite.svg new file mode 100644 index 0000000..e7b8dfb --- /dev/null +++ b/public/vite.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/src/app/App.jsx b/src/app/App.jsx new file mode 100644 index 0000000..20b6845 --- /dev/null +++ b/src/app/App.jsx @@ -0,0 +1,29 @@ +import { StatesProvider } from '../providers/StatesProvider'; +import { WorkspaceProvider } from '../providers/WorkspaceProvider'; +import Home from './pages/home/Home' +import Workspace from './pages/workspace/Workspace' +import { BrowserRouter, Routes, Route } from "react-router-dom"; + +function App() { + return ( + + + + + } /> + + + + } + /> + + + + + ) +} + +export default App \ No newline at end of file diff --git a/src/app/pages/home/Home.css b/src/app/pages/home/Home.css new file mode 100644 index 0000000..dbb3e3e --- /dev/null +++ b/src/app/pages/home/Home.css @@ -0,0 +1,131 @@ +/* Css for Landing Page*/ +#root { + max-width: 1280px; + margin: 0 auto; + padding: 2rem; + text-align: center; +} + +.logo { + height: 12em; + /*padding: 1.5em; + will-change: filter; + transition: filter 300ms;*/ +} +/*.logo:hover { + filter: drop-shadow(0 0 2em #646cffaa); +} +.logo.react:hover { + filter: drop-shadow(0 0 2em #61dafbaa); +}*/ + +@keyframes logo-spin { + from { + transform: rotate(0deg); + } + to { + transform: rotate(360deg); + } +} + +@media (prefers-reduced-motion: no-preference) { + a:nth-of-type(2) .logo { + animation: logo-spin infinite 20s linear; + } +} + +.fieldDataFile { + background-color: #f9f9f9d8; + border: 1px solid #ccc; + border-radius: 8px; + padding: 20px; + margin: 5px 0; + text-align: left; +} + +.fieldDataFile:hover { + border-color: #000; + box-shadow: 0 2px 10px rgba(0, 0, 0, 0.5); +} + +.button{ + border: 1px solid #ccc; + cursor: pointer; +} + +.button:hover { + border-color: #000; + box-shadow: 0 2px 10px rgba(0, 0, 0, 0.5); +} + + +.buttonColumn { + display: flex; /*Columns*/ + justify-content: center; + margin-top: 1em; +} +.buttonDataFile { + flex: 1; + margin: 0 0.5em; + text-align: center; +} +.buttonDataFile select { + margin: 1em 0; + padding: 0.5em; + width: 50%; +} +.separator { + width: 2px; + margin: 0 1em; +} +.card { + padding: 2em; +} + +.read-the-docs { + color: #888; +} + +.helpIcon{ + position: absolute; + transform: scale(1.8); + left: 600px; +} + +.helpIcon:hover { + color: #000; +} + +.darkmode{ + margin-left: 1200px; +} + +.modal-box { + position: absolute; + top: 50%; + left: 50%; + transform: translate(-50%, -50%); + background-color: white; + padding: 20px; + border-radius: 8px; +} + +.exampleTable { + width: 100%; + border-collapse: collapse; + margin: 10px 0; +} + +.exampleTable th, +.exampleTable td { + border: 1px solid black; + padding: 8px; + text-align: left; +} + +.disabled-section { + pointer-events: none; + opacity: 0.5; + border: 1px solid #ccc; + box-shadow: none; +} diff --git a/src/app/pages/home/Home.jsx b/src/app/pages/home/Home.jsx new file mode 100644 index 0000000..3706ae2 --- /dev/null +++ b/src/app/pages/home/Home.jsx @@ -0,0 +1,220 @@ +import { useState } from 'react' +import reactLogo from '../../../assets/react.svg' +import viteLogo from '/vite.svg' +import './Home.css' +import { Link } from 'react-router-dom' +import { IconButton, Modal, Box, Typography } from '@mui/material'; +import HelpOutlineIcon from '@mui/icons-material/HelpOutline'; +import { useWorkspaceContext } from '../../../providers/WorkspaceProvider' +import DataService from '../../../services/DataService' +{/*import workspaceEntity from '../../../entities/WorkspaceEntity'*/} + + + +/** + * Main component for home page. Landing Page. + * + * @returns Rendered react component. + */ +function Home() { + // ---------- Danger zone starts here ---------- + const { workspace } = useWorkspaceContext() + + // ---------- Danger zone ends here ---------- + + // DataImport via the async in DataService.js + //No need for Initialization + {/*const dataService = new DataService();*/} + + + const fileUploader = async (event) => { + const file = event.target.files[0]; + if (file){ + const newURL = URL.createObjectURL(file); + try{ + const importedData = await DataService.importData(newURL); + workspace.setDataEntity(importedData); + {/*setWorkspace({ csvData: dataEntity.data });*/} + }catch (error) { + console.error("error"); + } + } + } + //Disable a section (Upload/Mask) if the other is filled + const [selectedSection, setSelectedSection] = useState(null); + + // Control if modal (help/formatinfo) is closed + const [isHelpOpen, setIsHelpOpen] = useState(false); + const [isUserDataFormatOpen, setIsUserDataFormatOpen] = useState(false); + const handleOpenHelp = () => setIsHelpOpen(true); + const handleCloseHelp = () => setIsHelpOpen(false); + const handleOpenUserDataFormat = () => setIsUserDataFormatOpen(true); + const handleCloseUserDataFormat = () => setIsUserDataFormatOpen(false); + + return ( + <> + + + + + {/* Modal for Help-Icon*/} + + +

Hilfe

+

+ Bei dieser Seite handelt es sich, um ein Tool, dass dir dabei hilft deine Usability-Daten auszuwerten. Lade Sie hoch und profitiere von den Auswertungsfunktionen. Falls du Fragen hast Melde dich sehr gerne bei uns. +

+ + + +

Darkmode-Reminder

+ {/*Logo*/} +
+ Usability Analyzer Logo +
+

Usability Analyzer

+

+ Dein Tool, um schnell und unkompliziert Usability-Daten auzuswerten +

+
+ {/* Info_field*/} +
+

Wir stellen dir hier ein Tool zur Verfügung, um deine Usability-Daten aus Fragebögen auszuwerten. Diese Anwendung ist für User Experience Questionnaire (UEQ), System Usability Scale (SUS), Net Promoter Score (NPS) und RAW Task Load Index geeignet. +

+ {/**/} +
+ {/* Choose Usability Data*/} +
+ {/* Upload Usability Data*/} +
+

Hier kannst du deine Daten hochladen.

+

1. Wähle deinen Usability-Fragebogen.

+ +
+

2. Lade deine csv-Datei hoch. Für Informationen zum Datei-Format klicke + hier.

+ {/* Datei-Upload-Button*/} + {setSelectedSection('upload'); fileUploader(event);}} disabled={selectedSection === 'mask'}/> +
+
+ + + +
+
+
+ {/* Mask for Usability Data*/} +

Hier kannst du über eine Maske Daten eingeben.

+

1. Wähle deinen Usability-Fragebogen.

+ +
+

2. Befülle die Maske. Für Informationen zum Datei-Format klicke hier.

+
+
+ + + +
+
+
+ {/* use Link for redirecting */} +
+ +
+

+ Impressum!!!!!!!!!!!!!!!!!!!!! +

+ + +

Datenformat

+

+

Zugelassen sind nur csv-Dateien. Diese müssen für die Analyse im folgenden Format vorliegen. Spalte 1-3 enthalten die demographischen Informationen, die darauffolgenden, die Antowrten der Fragebögen. + Beispielhaft ist hier der SUS gelistet, die anderen Fragebögen sind analog zu beachten, nur mit angepasster Fragenanzahl.

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
ID125W1234512425
ID230W3334521421
ID322M5432532321
+

+ + + + + {/*

+ + Edit src/app/pages/home/Home.jsx and save to test HMR +

*/} + + + + ) +} + + +export default Home diff --git a/src/app/pages/workspace/Workspace.css b/src/app/pages/workspace/Workspace.css new file mode 100644 index 0000000..4a97377 --- /dev/null +++ b/src/app/pages/workspace/Workspace.css @@ -0,0 +1,32 @@ +.container { + position: fixed; + padding: 0; + margin: 0; + + top: 0; + left: 0; + + width: 100%; + height: 100%; + display: flex; + height: 100%; + width: 100%; +} + +.panel { + margin: 0.1em; + background-color: rgb(250, 250, 247); + border-radius: 2%; +} + +.inner-panel { + overflow: auto; + height: 100%; + width: 100%; +} + +svg { + height: 100%; + width: 100%; + vertical-align: center; +} \ No newline at end of file diff --git a/src/app/pages/workspace/Workspace.jsx b/src/app/pages/workspace/Workspace.jsx new file mode 100644 index 0000000..2f24a71 --- /dev/null +++ b/src/app/pages/workspace/Workspace.jsx @@ -0,0 +1,61 @@ +import { PanelGroup, Panel, PanelResizeHandle } from "react-resizable-panels" +import "./Workspace.css" +import DataTable from "./datatables/DataTableTabs" +import Visualization from "./visualization/Visualization" +import Modification from "./modification/Modification" +import { useStatesContext } from "../../../providers/StatesProvider" +import { useEffect } from "react" +import { useWorkspaceContext } from "../../../providers/WorkspaceProvider" +import dataService from "../../../services/DataService" +import DiagramEntity from "../../../entities/DiagramEntity" +import DIAGRAM_TYPE from "../../../constants/DiagramType" +import QUESTIONNAIRE_TYPE from "../../../constants/QuestionnaireType" + +/** + * Main user interface for data analysis. Contains `DataTable`, + * `Visualization` and `Modification` as sub-components. + */ +export default function Workspace() { + const { workspace, setWorkspace } = useWorkspaceContext() + const { updateAll } = useStatesContext() + + // Import test data. Must be deleted in production + useEffect(() => { + dataService.importData("tests/test-data/SUS-example.csv", QUESTIONNAIRE_TYPE.SUS) + .then(dataEntity => { + workspace.setDataEntity(dataEntity) + const diagramEntity = new DiagramEntity(DIAGRAM_TYPE.NONE, dataEntity) + workspace.setDiagramEntity(diagramEntity) + updateAll() + }) + }, []) + + return ( + + + + + {/* data table component */} +
+ +
+ + + + {/* visualization component */} +
+ +
+ + + + + + {/* modification component */} +
+ +
+ + + ) +} diff --git a/src/app/pages/workspace/datatables/DataTableTabs.jsx b/src/app/pages/workspace/datatables/DataTableTabs.jsx new file mode 100644 index 0000000..9fe0428 --- /dev/null +++ b/src/app/pages/workspace/datatables/DataTableTabs.jsx @@ -0,0 +1,111 @@ +import { useStatesContext } from "../../../../providers/StatesProvider"; +import { useWorkspaceContext } from "../../../../providers/WorkspaceProvider"; +import { + TableContainer, + Typography, + Paper, +} from "@mui/material"; +import { DataGrid } from '@mui/x-data-grid'; +import TableToolbar from "./Toolbar/TableToolbar"; +import { useState } from "react"; + + + +function _prepareColumns(dataEntity) { + const prepareCol = (type) => (col) => { + return { + field: col, + headerName: col, + editable: col !== "id", + headerClassName: `${type}-header` + } + }; + const userInfo = [{ + field: "id", + headerName: "id", + editable: false + }]; + for (let userInfoCol of dataEntity.userInfoColumns) { + if (userInfoCol !== "id") { + userInfo.push(prepareCol("userInfo")(userInfoCol)); + } + } + const questions = dataEntity.questionColumns.map(prepareCol("questions")); + const transform = dataEntity.transformColumns.map(prepareCol("transform")); + return userInfo.concat(transform, questions); +} + +/** + * A tabs component containing data tables from a workspace. + * + * @returns {ReactNode} Rendered tabs component. + */ +export default function DataTableTabs() { + // ---------- Danger zone starts here ---------- + const { workspace } = useWorkspaceContext(); + const dataEntity = workspace.dataEntity; + const { + tableState, + updateTable, + updateAll + } = useStatesContext(); + const [currentCol, setCurrentCol] = useState("") + + // ---------- Danger zone ends here ---------- + + + if (!dataEntity) { + return ( + + No data available + + ); + } + + const columns = _prepareColumns(dataEntity); + + return ( +
+ + 😊 Deine Daten: + + + setCurrentCol(param.field)} + processRowUpdate={(newRow, oldRow) => { + let value = String(newRow[currentCol]).trim() + if (/^\d+$/.test(value)) { value = parseFloat(value) } // Check if input is a number + + const rowNr = dataEntity.data.findIndex((row) => row.id === oldRow.id) + dataEntity.setValue(rowNr, currentCol, value) + return newRow + }} + onProcessRowUpdateError={(error) => { + console.log(error) + }} + /> + +
+ ); +} \ No newline at end of file diff --git a/src/app/pages/workspace/datatables/Toolbar/ImportBtn.jsx b/src/app/pages/workspace/datatables/Toolbar/ImportBtn.jsx new file mode 100644 index 0000000..b50230c --- /dev/null +++ b/src/app/pages/workspace/datatables/Toolbar/ImportBtn.jsx @@ -0,0 +1,43 @@ +import FileUploadIcon from '@mui/icons-material/FileUpload'; +import { Button } from '@mui/material'; +import { useWorkspaceContext } from '../../../../../providers/WorkspaceProvider'; +import { createRef } from 'react'; +import dataService from '../../../../../services/DataService'; +import { useStatesContext } from '../../../../../providers/StatesProvider'; + +export default function ImportBtn() { + const { workspace } = useWorkspaceContext() + const { updateAll } = useStatesContext() + const inputRef = createRef() + + const handleImport = async (event) => { + const file = event.target.files[0] + if (!file) { return } + const url = URL.createObjectURL(file) + console.log(url) + const dataEntity = await dataService.importData(url) + workspace.setDataEntity(dataEntity) + updateAll() + } + + const handleBtnClick = () => { + inputRef.current.click() + } + + return ( +
+ + +
+ ) +} \ No newline at end of file diff --git a/src/app/pages/workspace/datatables/Toolbar/MyReportBtn.jsx b/src/app/pages/workspace/datatables/Toolbar/MyReportBtn.jsx new file mode 100644 index 0000000..25a122e --- /dev/null +++ b/src/app/pages/workspace/datatables/Toolbar/MyReportBtn.jsx @@ -0,0 +1,79 @@ +import { useState } from 'react' +import { + Button, + Dialog, + DialogActions, + DialogContent, + DialogContentText, + Typography, + List, + ListItem, + ListItemText, +} from "@mui/material"; +import { useWorkspaceContext } from "../../../../../providers/WorkspaceProvider"; +import SummarizeIcon from '@mui/icons-material/Summarize'; +import dataAnalysisService from '../../../../../services/DataAnalysisService'; + + + +// Function to capitalize the categories inside the Report +function capitalizeFirstLetter(string) { + return string.charAt(0).toUpperCase() + string.slice(1); +} + +// Function to make the Report more human readable +function formatReport(report) { + if (typeof report === 'object' && report !== null) { + return ( + + {Object.entries(report).map(([key, value]) => ( + + + + ))} + + ); + } + + // Return a string without brackets if it's not an Object + return {JSON.stringify(report).replace(/[{}[\]]/g, '')}; +} + +export default function MyReportBtn() { + // ---------- Danger zone starts here ---------- + const { workspace } = useWorkspaceContext(); + const dataEntity = workspace.dataEntity; + const [open, setOpen] = useState(false); + const handleClickOpen = () => setOpen(true); + const handleClose = () => setOpen(false); + + const report = dataAnalysisService.getReport(dataEntity); + // ---------- Danger zone ends here ---------- + + return ( +
+ + + + + Report Details + + {formatReport(report)} + + + + + +
+ ); +} \ No newline at end of file diff --git a/src/app/pages/workspace/datatables/Toolbar/SetColumnsBtn.jsx b/src/app/pages/workspace/datatables/Toolbar/SetColumnsBtn.jsx new file mode 100644 index 0000000..17c44f6 --- /dev/null +++ b/src/app/pages/workspace/datatables/Toolbar/SetColumnsBtn.jsx @@ -0,0 +1,169 @@ +import { useState } from 'react' +import { + Box, + Button, + Divider, + FormControl, + InputLabel, + MenuItem, + Popover, + Select, + Stack, + TextField, +} from "@mui/material"; +import { useWorkspaceContext } from "../../../../../providers/WorkspaceProvider"; +import { useStatesContext } from '../../../../../providers/StatesProvider'; +import TableChartIcon from '@mui/icons-material/TableChart'; +import { parseColumnInput } from '../../../../../utils/DataUtils'; +import QUESTIONNAIRE_TYPE from '../../../../../constants/QuestionnaireType'; + + + + +export default function SetColumnsBtn() { + const { workspace } = useWorkspaceContext(); + const dataEntity = workspace.dataEntity; + const { updateTable } = useStatesContext(); + const [anchorEl, setAnchorEl] = useState(null); + const open = Boolean(anchorEl); + const id = open ? 'simple-popover' : undefined; + + const [questionNr, setQuestionNr] = useState(""); + const [newUserInfo, setNewUserInfo] = useState(""); + const [newTransform, setNewTransform] = useState(""); + const [deleteColumn, setDeleteColumn] = useState(""); + const [qtnType, setQtnType] = useState(dataEntity.type); + + + const clearStates = () => { + setQuestionNr("") + setNewUserInfo("") + setNewTransform("") + setDeleteColumn("") + setQtnType(dataEntity.type) + }; + + const handleClick = (event) => setAnchorEl(event.currentTarget); + const handleClose = () => { + setAnchorEl(null); + clearStates(); + } + + const applyChanges = () => { + if (/^\d+$/.test(questionNr)) { + dataEntity.setNumOfQuestions(parseInt(questionNr)); + } + if (newUserInfo) { + dataEntity.addUserInfoColumns(newUserInfo); + } + if (newTransform) { + dataEntity.addTransformColumns(newTransform); + } + if (deleteColumn) { + dataEntity.deleteColumns(deleteColumn); + } + dataEntity.setType(qtnType); + updateTable(); + handleClose(); + }; + + return ( +
+ + + + + + setQtnType(event.target.value)} + /> + setQuestionNr(event.target.value.trim())} + /> + + + setNewUserInfo(event.target.value.trim())} + /> + setNewTransform(event.target.value.trim())} + /> + + + setDeleteColumn(parseColumnInput(event.target.value, dataEntity))} + /> + + + + +
+ ); +} + + +const availableQtnTypes = Object.values(QUESTIONNAIRE_TYPE); +availableQtnTypes.shift() + +function QtnTypeSelect({ currentType, onChange }) { + return ( + <> + + Set questionnaire type + + + + ); +} \ No newline at end of file diff --git a/src/app/pages/workspace/datatables/Toolbar/TableToolbar.jsx b/src/app/pages/workspace/datatables/Toolbar/TableToolbar.jsx new file mode 100644 index 0000000..5d5a524 --- /dev/null +++ b/src/app/pages/workspace/datatables/Toolbar/TableToolbar.jsx @@ -0,0 +1,20 @@ +import { + Box, +} from "@mui/material"; +import { GridToolbarColumnsButton, GridToolbarContainer, GridToolbarExport } from "@mui/x-data-grid" +import SetColumnsBtn from './SetColumnsBtn'; +import MyReportBtn from './MyReportBtn'; +import ImportBtn from "./ImportBtn"; + +export default function TableToolbar() { + return ( + + + + + + + + + ); +} diff --git a/src/app/pages/workspace/modification/DiagramSettings.jsx b/src/app/pages/workspace/modification/DiagramSettings.jsx new file mode 100644 index 0000000..a6fb150 --- /dev/null +++ b/src/app/pages/workspace/modification/DiagramSettings.jsx @@ -0,0 +1,44 @@ +import { Checkbox, FormControl, FormControlLabel, FormGroup } from "@mui/material"; +import { DIAGRAM_SETTING } from "../../../../constants/DiagramSetting"; +import { useWorkspaceContext } from "../../../../providers/WorkspaceProvider"; +import { useStatesContext } from "../../../../providers/StatesProvider"; + + + +const boolSettingList = Object.values(DIAGRAM_SETTING.BOOL) + + +export default function DiagramSettings() { + const { updateDiagram } = useStatesContext() + const { workspace } = useWorkspaceContext() + const diagramEntity = workspace.diagramEntity + + const onCheckboxChange = (event) => { + const { name, checked } = event.target + diagramEntity.setSetting(name, checked) + updateDiagram() + } + + return ( +
+ + + {boolSettingList.map(setting => ( + + } + label={setting.name} + /> + ))} + + +
+ ) +} \ No newline at end of file diff --git a/src/app/pages/workspace/modification/Modification.jsx b/src/app/pages/workspace/modification/Modification.jsx new file mode 100644 index 0000000..e7bdbd3 --- /dev/null +++ b/src/app/pages/workspace/modification/Modification.jsx @@ -0,0 +1,105 @@ +import { useEffect, useState } from "react" +import { useStatesContext } from "../../../../providers/StatesProvider" +import { useWorkspaceContext } from "../../../../providers/WorkspaceProvider" +import { Box, Button, DialogActions, Divider, FormControl, InputLabel, MenuItem, Select, TextField } from "@mui/material" +import DIAGRAM_TYPE from "../../../../constants/DiagramType" +import OptionFields from "./OptionFields" +import DiagramSettings from "./DiagramSettings" +import { parseColumnInput } from "../../../../utils/DataUtils" + + +const availablDiagTypes = Object.values(DIAGRAM_TYPE) +availablDiagTypes.shift() + +const emptyOptions = (allOptions) => { + const options = {} + allOptions.forEach(opt => options[opt] = "") + return options +} + + +/** + * The user interface for modifying diagram options. + */ +function Modification() { + const { modificationState, updateDiagram, updateModification } = useStatesContext() + const { workspace } = useWorkspaceContext() + const diagramEntity = workspace.diagramEntity + const dataEntity = workspace.dataEntity + if (!diagramEntity) { return <> } + + const allOptions = diagramEntity.allOptions + const requiredOptions = diagramEntity.requiredOptions + const [options, setOptions] = useState(emptyOptions(allOptions)) + + + const handleInputChange = (event) => { + const { name, value } = event.target + setOptions({ + ...options, + [name]: value + }) + } + + const handleTypeChange = (event) => { + diagramEntity.setType(event.target.value) + setOptions(emptyOptions(diagramEntity.allOptions)) + updateDiagram() + } + + const confirm = () => { + Object.keys(options).map(opt => { + let value = null + if (opt === "x" || opt === "y") { value = parseColumnInput(options[opt], dataEntity) } + else { value = options[opt]} + diagramEntity.setOption(opt, value) + }) + updateDiagram() + } + + + return ( +
+ + Diagram Type + + Choose type + + + + Options + + + + Settings + + + + + + + + +
+ ) +} + +export default Modification \ No newline at end of file diff --git a/src/app/pages/workspace/modification/OptionFields.jsx b/src/app/pages/workspace/modification/OptionFields.jsx new file mode 100644 index 0000000..2fb4c5a --- /dev/null +++ b/src/app/pages/workspace/modification/OptionFields.jsx @@ -0,0 +1,32 @@ +import { TextField, Typography } from "@mui/material"; +import { useEffect } from "react"; + + +export default function OptionFields({ + options, + allOptions, + requiredOptions, + onChange +}) { + if (allOptions.length === 0) { + return ( + Please select a diagram type. + ) + } + + return ( + <> + {allOptions.map((opt, index) => ( + + ))} + + ) +} \ No newline at end of file diff --git a/src/app/pages/workspace/visualization/Diagram.jsx b/src/app/pages/workspace/visualization/Diagram.jsx new file mode 100644 index 0000000..68b1121 --- /dev/null +++ b/src/app/pages/workspace/visualization/Diagram.jsx @@ -0,0 +1,26 @@ +import * as Plot from "@observablehq/plot"; +import Document from "../../../../utils/Document" +import { useWorkspaceContext } from "../../../../providers/WorkspaceProvider"; +import { useStatesContext } from "../../../../providers/StatesProvider"; +import DIAGRAM_TYPE from "../../../../constants/DiagramType"; + + +/** + * React component of a d3.js diagram + */ +export default function Diagram() { + const { diagramState } = useStatesContext() + const { workspace } = useWorkspaceContext() + const diagramEntity = workspace.diagramEntity + + if (!diagramEntity) { return <> } + + // diagramEntity.setType(DIAGRAM_TYPE.HIST) + // diagramEntity.setOption("x", "age") + try { + const plotOptions = diagramEntity.generatePlotOptions() + return Plot.plot({ ...plotOptions, document: new Document() }).toHyperScript(); + } catch (error) { + return

{error.message}

+ } +} \ No newline at end of file diff --git a/src/app/pages/workspace/visualization/Visualization.jsx b/src/app/pages/workspace/visualization/Visualization.jsx new file mode 100644 index 0000000..c7c8aa2 --- /dev/null +++ b/src/app/pages/workspace/visualization/Visualization.jsx @@ -0,0 +1,13 @@ +import Diagram from "./Diagram"; + +/** + * A component containing diagrams from a workspace. + * + * @returns {ReactNode} Rendered component. + */ +export default function Visualization() { + + return ( + + ); +} diff --git a/src/assets/react.svg b/src/assets/react.svg new file mode 100644 index 0000000..6c87de9 --- /dev/null +++ b/src/assets/react.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/src/constants/DiagramSetting.js b/src/constants/DiagramSetting.js new file mode 100644 index 0000000..5591c44 --- /dev/null +++ b/src/constants/DiagramSetting.js @@ -0,0 +1,40 @@ + + +const DIAGRAM_SETTING = {} + +DIAGRAM_SETTING.BOOL = { + gridX: { + name: "gridX", + default: false + }, + gridY: { + name: "gridY", + default: true + } +} + + +DIAGRAM_SETTING.SELECT = { + colorScheme: { + name: "colorScheme", + items: [], + default: "" + } +} + + + +/** + * Helper function that generates plot options from common settings. + */ +function commonPlotSettings(settings) { + return { + y: { grid: settings.gridY }, + x: { grid: settings.gridX }, + color: { scheme: settings.colorScheme }, + } +} + +Object.freeze(DIAGRAM_SETTING) + +export { DIAGRAM_SETTING, commonPlotSettings } \ No newline at end of file diff --git a/src/constants/DiagramType.js b/src/constants/DiagramType.js new file mode 100644 index 0000000..3ee7809 --- /dev/null +++ b/src/constants/DiagramType.js @@ -0,0 +1,65 @@ +import * as Plot from "@observablehq/plot" +import * as d3 from "d3" +import { commonPlotSettings } from "./DiagramSetting" + + + +/** + * Contains necessary information of all available diagram types. + * The following types are currently available: + * @param {object} HIST Histogram. + * @param {object} SCATTER Scatter plot. + * + * Each type must contain the following information: + * @param {string} name Name of the type. + * @param {object} options All possible configuration options. + * @param {object} requiredOptions Options that must not be left blank. + * @param {function} plotOptions A function that generate option objects used for funcion `Plot.plot`. + */ +const DIAGRAM_TYPE = {} + + +DIAGRAM_TYPE.NONE = { + name: "None", + options: [], + requiredOptions: [], +} + + +DIAGRAM_TYPE.HIST = { + name: "Histogram", + options: ["x"], + requiredOptions: ["x"], + plotOptions: (data, settings, options) => { + const plotOptions = commonPlotSettings(settings) + plotOptions.marks = [ + Plot.ruleY([0]), + Plot.rectY(data, Plot.binX({y: "count"}, {x: options.x})) + ] + return plotOptions + } +} + + +DIAGRAM_TYPE.SCATTER = { + name: "Scatter", + options: ["x", "y"], + requiredOptions: ["x", "y"], + plotOptions: (data, settings, options) => { + const plotOptions = commonPlotSettings(settings) + plotOptions.marks = [ + Plot.ruleY([0]), + Plot.dot(data, {x: options.x, y: options.y}) + ] + return plotOptions + }, +} + + + + + + +Object.freeze(DIAGRAM_TYPE) + +export default DIAGRAM_TYPE \ No newline at end of file diff --git a/src/constants/QuestionnaireType.js b/src/constants/QuestionnaireType.js new file mode 100644 index 0000000..4ca3898 --- /dev/null +++ b/src/constants/QuestionnaireType.js @@ -0,0 +1,196 @@ +import { QuestionnaireTypeError } from "../exceptions/DataExceptions"; + + +/** + * Contains necessary information of all available questionnaires types. + * The following types are currently available: + * @param {object} NONE + * @param {object} SUS + * + * Each type must include following information: + * @param {string} name Name of the type. + * @param {number} numOfQuestions Number of questions contained in the questionnaire. + * @param {number} minValue Minimum result value. + * @param {number} maxValue Maximum result value. + * @param {function} scoreCalculator A function that calculates score for a single row of result. + * @param {function} scoreInterpretor A function that interprets score. + */ +const QUESTIONNAIRE_TYPE = {} + + +QUESTIONNAIRE_TYPE.NONE = { + name: "NONE", + numOfQuestions: Number.MAX_SAFE_INTEGER, + minValue: Number.MIN_SAFE_INTEGER, + maxValue: Number.MAX_SAFE_INTEGER, + scoreCalculator: () => { + throw new QuestionnaireTypeError("Score calculator is not defined for NONE-type questionnaire.") + }, + scoreInterpretor: () => { + throw new QuestionnaireTypeError("Score interpretor is not defined for NONE-type questionnaire.") + } +} + +QUESTIONNAIRE_TYPE.UEQ = { + name: "UEQ", + numOfQuestions: 26, + minValue: -3, + maxValue: 3, + // Categories of the UEQ + categories: { + attractiveness: [1, 2, 3, 4, 5, 6], + perspicuity: [7, 8, 9, 10, 11, 12], + efficiency: [13, 14, 15, 16], + dependability: [17, 18, 19, 20], + stimulation: [21, 22, 23], + novelty: [24, 25, 26] + }, + + // Calculate UEQ-Score + scoreCalculator: (ueqResult) => { + let scores = {}; + + // UEQ-Score pro Category + for (let category in QUESTIONNAIRE_TYPE.UEQ.categories) { + let questionIndices = QUESTIONNAIRE_TYPE.UEQ.categories[category]; + let categoryScoreUEQ = 0; + + // Sum of questions pro category + for (let i = 0; i < questionIndices.length; i++) { + let qIndex = questionIndices[i]; + categoryScoreUEQ += ueqResult["Q" + qIndex + 1]; + } + + // mean for every category + scores[category] = categoryScoreUEQ / questionIndices.length; + } + + return scores; + }, + + scoreInterpretor: (categoryScoreUEQ) => { + if (categoryScoreUEQ > 1.5) { + return "Excellent"; + } else if (categoryScoreUEQ > 0.5) { + return "Good"; + } else if (categoryScoreUEQ >= -0.5) { + return "Neutral"; + } else { + return "Poor"; + } + } + +} + + +QUESTIONNAIRE_TYPE.SUS = { + name: "SUS", + numOfQuestions: 10, + minValue: 1, + maxValue: 5, + + scoreCalculator: (susResult) => { + let score = 0; + + // SUS-Score + for (let i = 1; i <= 10; i++) { + if (i % 2 === 1) { // Fragen 1, 3, 5, 7, 9 + score += susResult[`Q${i}`] - 1; // Rules for odd-numbered + } else { // Fragen 2, 4, 6, 8, 10 + score += 5 - susResult[`Q${i}`]; // Rules for even-numbered + } + } + //final rule + return score * 2.5; + }, + + scoreInterpretor: (susScore) => { + if (susScore == 100) { + return "Perfect"; + } else if (susScore >= 70) { + return "Good"; + } else if (susScore >= 50) { + return "OK"; + } else { + return "Poor"; + } + } +} + +QUESTIONNAIRE_TYPE.rawTLX = { + name: "rawTLX", + numOfQuestions: 6, + minValue: 0, + maxValue: 20, + + scoreCalculator: (rawtxlresults) => { + let score = 0; + + // rawTLX-Score + for (let i = 1; i <= 6; i++) { + score += rawtxlresults[`Q${i}`]; // sum the scores + } + //final rule + return score / 6; + }, + + scoreInterpretor: (rawtxtlscore) => { + let scaledtxlscore = rawtxtlscore * 5; + if (scaledtxlscore >= 75) { + return "Very High Workload"; + } else if (scaledtxlscore >= 25) { + return "Moderate Workload"; + } else { + return "Very Low Workload"; + } + } +} + +QUESTIONNAIRE_TYPE.NPS = { + name: "NPS", + numOfQuestions: 1, + minValue: 0, + maxValue: 10, + + // NPS does not define score for individual + scoreCalculator: x => x, + + totalScoreCalculator: (npsresults) => { + let promoters = 0; + let detractors = 0; + let neutrals = 0; + let numberResponses = npsresults.length; + + // nps-Score + for (let i = 0; i < npsresults.length; i++) { + let score = npsresults[i].Q1 + + if (score >= 9){ + promoters++; + } + else if (score <= 6){ + detractors++; + } + else{ + neutrals++; + } + } + let npsScore = ((promoters - detractors)/numberResponses)*100; + return npsScore; + }, + + scoreInterpretor: (npsScore) => { + if (npsScore >= 30) { + return "Good NPS"; + } else if (npsScore >= -30) { + return "Moderate NPS"; + } else { + return "Bad NPS"; + } + } +} + + +Object.freeze(QUESTIONNAIRE_TYPE) + +export default QUESTIONNAIRE_TYPE \ No newline at end of file diff --git a/src/entities/DataEntity.js b/src/entities/DataEntity.js new file mode 100644 index 0000000..000f091 --- /dev/null +++ b/src/entities/DataEntity.js @@ -0,0 +1,253 @@ +import QUESTIONNAIRE_TYPE from "../constants/QuestionnaireType" +import { InvalidDataInputError, QuestionnaireTypeError } from "../exceptions/DataExceptions" +import { evaluate } from "../utils/Evaluation" +import { columnType, generateEmptyRow } from "../utils/DataUtils" + + +/** + * A class for representing a series of questionnaire data. + */ +export default class DataEntity { + + /** + * Constructor + * @param {object} type Type of questionnaire. `DATA_TYPE.NONE` by default. + * @param {UserInfo[]} userInfos A list of users' information. + * @param {object[]} results A list of questionnaire results. + */ + constructor(type=QUESTIONNAIRE_TYPE.NONE, data=[]) { + this.type = type + this.data = data + this.columns = { userInfo: [], questions: [], transform: [] } + this.transformId = 1 + + if (data.length === 0) { return } + this.columns.questions = Object.keys(data[0]).filter(k => columnType(k) === "questions") + this.columns.userInfo = Object.keys(data[0]).filter(k => columnType(k) === "userInfo") + this.columns.transform = Object.keys(data[0]).filter(k => columnType(k) === "transform") + } + + + + /************************* + * Column operations + *************************/ + + /** + * Add given number of new questions to the questionnaire. + * @param {number} numOfQuestions + */ + addQuestions(numOfQuestions=1) { + // if (this.type !== QUESTIONNAIRE_TYPE.NONE) { + // throw new QuestionnaireTypeError("Only NONE-type data allows adding new questions.") + // } + for (let i = 0; i < numOfQuestions; i++) { + const newCol = `Q${this.numOfQuestions + 1}` + this.columns.questions.push(newCol) + this.data.forEach(row => row[newCol] = null) + } + } + + /** + * Delete given number of new questions to the questionnaire. + * @param {number} numOfQuestions + */ + deleteQuestions(numOfQuestions=1) { + // if (this.type !== QUESTIONNAIRE_TYPE.NONE) { + // throw new QuestionnaireTypeError("Only NONE-type data allows deleting questions.") + // } + for (let i = 0; i < numOfQuestions; i++) { + const deletedCol = this.columns.questions.pop() + this.data.forEach(row => delete row[deletedCol]) + } + } + + setNumOfQuestions(numOfQuestions) { + // if (this.type !== QUESTIONNAIRE_TYPE.NONE) { + // throw new QuestionnaireTypeError("Only NONE-type data allows setting number of questions.") + // } + const difference = numOfQuestions - this.numOfQuestions + if (difference === 0) { return } + if (difference > 0) { this.addQuestions(difference) } + else { this.deleteQuestions(-difference) } + } + + /** + * Given a string or an array of strings, add new strings among them as user info columns. + * @param {string | string[]} columns + */ + addUserInfoColumns(columns) { + if (typeof columns === "string") { columns = [columns] } + columns = columns.filter(col => !this.userInfoColumns.includes(col)) + + this.columns.userInfo = this.columns.userInfo.concat(columns) + columns.forEach(col => { + this.data.forEach(row => row[col] = null) + }) + } + + /** + * Given a string or an array of strings, delete user info columns with those names. + * @param {string | string[]} columns + */ + deleteUserInfoColumns(columns) { + if (typeof columns === "string") { columns = [columns] } + + this.userInfoColumns = this.userInfoColumns.filter(col => !columns.includes(col)) + columns.forEach(col => { + this.data.forEach(row => delete row[col]) + }) + } + + /** + * Given a string, create transform columns with those name and + * fill those columns with the transformed data. + * @param {string} expressions + */ + addTransformColumns(expression) { + let column = `T${this.transformId}:${expression}` + if (this.transformColumns.includes(column)) { return } + + const results = evaluate(expression, this) + this.data.forEach((row, rowNr) => row[column] = results[rowNr]) + + this.columns.transform.push(column) + this.transformId++ + } + + /** + * Given a string or an array of strings, delete columns with those names. + * @param {string | string[]} columns + */ + deleteColumns(columns) { + if (typeof columns === "string") { columns = [columns] } + + this.columns.userInfo = this.columns.userInfo.filter(col => !columns.includes(col)) + this.columns.transform = this.columns.transform.filter(col => !columns.includes(col)) + columns.forEach(col => { + this.data.forEach(row => delete row[col]) + }) + } + + + + /************************* + * Row operations + *************************/ + + /** + * Append given number of empty rows to the data. + * @param {number} numberOfRows + */ + addEmptyRows(numberOfRows=1) { + for (let i = 0; i < numberOfRows; i++) { + this.data.push(generateEmptyRow(this.allColumns)) + } + } + + /** + * Insert 1 empty row at the given index. + * @param {number} index + */ + insertEmptyRow(index) { + const newRow = generateEmptyRow(this.allColumns) + this.data.splice(index, 0, newRow) + } + + + + /************************* + * Data manipulation + *************************/ + + /** + * Set questionnaire result value. + * @param {number} rowNr Target row. + * @param {number} questionNr Target question number, starting from 1. + * @param {number} value Value to change to. + * @returns + */ + setResultValue(rowNr, questionNr, value) { + if (questionNr <= 0 || this.numOfQuestions < questionNr) { + throw new InvalidDataInputError(`Error at row ${rowNr}. Question number should be bewteen + 1 and ${this.numOfQuestions}. Your question number was ${questionNr}.`) + } + if (value < this.type.minValue || this.type.maxValue < value) { + throw new InvalidDataInputError(`Error at row ${rowNr}. Input value should be between + ${this.type.minValue} and ${this.type.maxValue}. Your input value was ${value}.`) + } + const targetColumn = `Q${questionNr}` + this.data[rowNr][targetColumn] = value + } + + /** + * Set user info value. + * @param {number} rowNr + * @param {string} column + * @param {number} value + */ + setUserInfoValue(rowNr, column, value) { + if (!this.userInfoColumns.includes(column)) { + throw new InvalidDataInputError(`User info column "${column}" does not exist. Valid columns + are [${this.userInfoColumns}]`) + } + this.data[rowNr][column] = value + } + + /** + * Set value at given row number and column. + * @param {number} rowNr + * @param {string} column + * @param {number} value + */ + setValue(rowNr, column, value) { + const colType = columnType(column) + if (colType === "questions") { + const questionNr = parseInt(column.substring(1)) + this.setResultValue(rowNr, questionNr, value) + } + else if (colType === "userInfo") { this.setUserInfoValue(rowNr, column, value) } + else { + throw new InvalidDataInputError("Data in transform columns cannot be manually changed.") + } + } + + setType(type) { + this.type = type + this.setNumOfQuestions(type.numOfQuestions) + } + + + + /************************* + * Getters + *************************/ + + get size() { return this.data.length } + + get numOfQuestions() { return this.questionColumns.length } + + get allColumns() {return this.userInfoColumns.concat(this.questionColumns, this.transformColumns)} + + get userInfoColumns() { return this.columns.userInfo} + + get questionColumns() { return this.columns.questions } + + get transformColumns() { return this.columns.transform } + + getType() { return this.type.name } + + row(rowNumber) { return this.data[rowNumber] } + + col(colName) { + const allColumns = this.allColumns + if (!allColumns.includes(colName)) { + throw new Error(`${this} does not contain column ${colName}. Available columns are ${allColumns}`) + } + return this.data.map(row => row[colName]) + } + + loc(rowNr, column) { return this.data[rowNr][column] } + +} + diff --git a/src/entities/DiagramEntity.js b/src/entities/DiagramEntity.js new file mode 100644 index 0000000..66f785b --- /dev/null +++ b/src/entities/DiagramEntity.js @@ -0,0 +1,134 @@ +import { DIAGRAM_SETTING } from "../constants/DiagramSetting"; +import DIAGRAM_TYPE from "../constants/DiagramType"; +import { DiagramTypeError } from "../exceptions/DataExceptions"; +import DataEntity from "./DataEntity"; + +export default class DiagramEntity { + + /** + * @param {object} type Type of diagram. Must be one of the types in `DIAGRAM_TYPE`. + * @param {DataEntity} linkedData The DataEntity whose data is used for the diagram. + * @param {object} options Configuration for the plotting result. + */ + constructor(type, linkedData, options={}) { + this.type = type + this.linkedData = linkedData + this.options = {} + this.settings = {} + this._setDefaultSettings() + Object.keys(options).forEach(key => { + this.setOption(key, options[key]) + }) + } + + /** + * A helper function to set default options. Must not be used from outside of the class. + */ + _setDefaultSettings() { + Object.values(DIAGRAM_SETTING.BOOL).forEach(setting => { + this.setSetting(setting.name, setting.default) + }) + Object.values(DIAGRAM_SETTING.SELECT).forEach(setting => { + this.setSetting(setting.name, setting.default) + }) + } + + setSetting(key, value) { + if (value === null || value === undefined) { + delete this.options[key] + return + } + this.settings[key] = value + } + + + /** + * Set options to configure diagram resulf. Possible options can be found in `DiagramType.js` or using + * the getter `supportedOptions`. + * @param {string} key + * @param {any} value + * @returns + */ + setOption(key, value) { + if (value === null || value === undefined) { + delete this.options[key] + return + } + if (!this.type.options.includes(key)) { + throw new DiagramTypeError(`"${key}" is not a valid option for ${this.type.name} diagram. + Valid options are ${this.type.options}.`) + } + if (key === "x") { + if (!this.linkedData.allColumns.includes(value)) { + throw new DiagramTypeError(`DataEntity ${this.linkedData} does not contain column ${value}`) + } + } + else if (key === "y") { + if (!this.linkedData.allColumns.includes(value)) { + throw new DiagramTypeError(`DataEntity ${this.linkedData} does not contain column "${value}"`) + } + } + this.options[key] = value + } + + /** + * Link DiagramEntity to another DataEntity. Reset `x` and `y` options. + * @param {DataEntity} dataEntity + */ + setLinkedData(dataEntity) { + this.linkedData = dataEntity + delete this.options.x + delete this.options.y + } + + /** + * Set diagram type. Delete all unsupported options. + * @param {object} type + */ + setType(type) { + this.type = type + Object.keys(this.options).forEach(k => { + if (!(k in type.options)) { delete this.options[k] } + }) + } + + + /** + * Generates a configuration object that can be used by the function `Plot.plot`. This function + * must not be used from outside of `src/conponents/Diagram.jsx`. + * @returns {object} + */ + generatePlotOptions() { + this.checkPlotability() + return this.type.plotOptions(this.linkedData.data, this.settings, this.options) + } + + /** + * Checks if the diagram entity is ready for plotting. + * All required options of the diagram type must be filled. + * @returns + */ + checkPlotability() { + if (this.type === DIAGRAM_TYPE.NONE) { + throw new DiagramTypeError("NONE-type diagram cannot be plotted.") + } + for (let i = 0; i < this.type.requiredOptions.length; i++) { + let requiredOption = this.type.requiredOptions[i] + if (!(requiredOption in this.options)) { + throw new DiagramTypeError(`All required options must be filled. + Required options are ${this.requiredOptions}`) + } + } + return true + } + + + get allOptions() { return this.type.options } + + get requiredOptions() { return this.type.requiredOptions } + + getOption(key) { return this.options[key] } + + getSetting(key) { return this.settings[key]} + +} \ No newline at end of file diff --git a/src/entities/WorkspaceEntity.js b/src/entities/WorkspaceEntity.js new file mode 100644 index 0000000..9e4108a --- /dev/null +++ b/src/entities/WorkspaceEntity.js @@ -0,0 +1,19 @@ +export default class WorkspaceEntity { + + constructor(dataEntity=null, diagramEntity=null) { + this.dataEntity = dataEntity + this.diagramEntity = diagramEntity + } + + setDataEntity(dataEntity) { + this.dataEntity = dataEntity + if (this.diagramEntity) { + this.diagramEntity.setLinkedData(this.dataEntity) + } + } + + setDiagramEntity(diagramEntity) { + this.diagramEntity = diagramEntity + } + +} \ No newline at end of file diff --git a/src/exceptions/DataExceptions.js b/src/exceptions/DataExceptions.js new file mode 100644 index 0000000..9be8171 --- /dev/null +++ b/src/exceptions/DataExceptions.js @@ -0,0 +1,26 @@ +class InvalidDataInputError extends Error { + constructor(message) { + super(message) + this.name = this.constructor.name + } +} + +class QuestionnaireTypeError extends Error { + constructor(message) { + super(message) + this.name = this.constructor.name + } +} + +class DiagramTypeError extends Error { + constructor(message) { + super(message) + this.name = this.constructor.name + } +} + +export { + InvalidDataInputError, + QuestionnaireTypeError, + DiagramTypeError +} \ No newline at end of file diff --git a/src/index.css b/src/index.css new file mode 100644 index 0000000..6119ad9 --- /dev/null +++ b/src/index.css @@ -0,0 +1,68 @@ +:root { + font-family: Inter, system-ui, Avenir, Helvetica, Arial, sans-serif; + line-height: 1.5; + font-weight: 400; + + color-scheme: light dark; + color: rgba(255, 255, 255, 0.87); + background-color: #242424; + + font-synthesis: none; + text-rendering: optimizeLegibility; + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; +} + +a { + font-weight: 500; + color: #646cff; + text-decoration: inherit; +} +a:hover { + color: #535bf2; +} + +body { + margin: 0; + display: flex; + place-items: center; + min-width: 320px; + min-height: 100vh; +} + +h1 { + font-size: 3.2em; + line-height: 1.1; +} + +button { + border-radius: 8px; + border: 1px solid transparent; + padding: 0.6em 1.2em; + font-size: 1em; + font-weight: 500; + font-family: inherit; + background-color: #1a1a1a; + cursor: pointer; + transition: border-color 0.25s; +} +button:hover { + border-color: #646cff; +} +button:focus, +button:focus-visible { + outline: 4px auto -webkit-focus-ring-color; +} + +@media (prefers-color-scheme: light) { + :root { + color: #213547; + background-color: #ffffff; + } + a:hover { + color: #747bff; + } + button { + background-color: #f9f9f9; + } +} diff --git a/src/main.jsx b/src/main.jsx new file mode 100644 index 0000000..99657a7 --- /dev/null +++ b/src/main.jsx @@ -0,0 +1,10 @@ +import { StrictMode } from 'react' +import { createRoot } from 'react-dom/client' +import App from './app/App.jsx' +import './index.css' + +createRoot(document.getElementById('root')).render( + + + , +) diff --git a/src/providers/StatesProvider.jsx b/src/providers/StatesProvider.jsx new file mode 100644 index 0000000..ba465ef --- /dev/null +++ b/src/providers/StatesProvider.jsx @@ -0,0 +1,40 @@ +import { createContext, useContext, useState } from "react"; + + +const StatesContext = createContext(null) + +export function StatesProvider({ children }) { + const [tableState, setTableState] = useState(0) + const [diagramState, setDiagramState] = useState(0) + const [modificationState, setModificationState] = useState(0) + + const updateTable = () => setTableState(prev => prev + 1) + const updateDiagram = () => setDiagramState(prev => prev + 1) + const updateModification = () => setModificationState(prev => prev + 1) + const updateAll = () => { + updateTable() + updateDiagram() + updateModification() + } + + return ( + + {children} + + ) +} + +export function useStatesContext() { + const statesContext = useContext(StatesContext); + if (!statesContext) { + throw new Error("StatesContext must be used within a ContextProvider") + } + return statesContext +} \ No newline at end of file diff --git a/src/providers/WorkspaceProvider.jsx b/src/providers/WorkspaceProvider.jsx new file mode 100644 index 0000000..14206fc --- /dev/null +++ b/src/providers/WorkspaceProvider.jsx @@ -0,0 +1,38 @@ +import { createContext, useContext, useState } from "react"; +import WorkspaceEntity from "../entities/WorkspaceEntity"; +import DataEntity from "../entities/DataEntity"; +import DiagramEntity from "../entities/DiagramEntity"; +import DIAGRAM_TYPE from "../constants/DiagramType"; + + +const WorkspaceContext = createContext(null) + + +/** + * Provide globally accessible workspace entity. Also work as a factory that generates an + * empty workspace entity. + */ +export function WorkspaceProvider({ children }) { + const emptyWorkspace = new WorkspaceEntity() + const dataEntity = new DataEntity() + const diagramEntity = new DiagramEntity(DIAGRAM_TYPE.NONE, dataEntity) + + emptyWorkspace.setDataEntity(dataEntity) + emptyWorkspace.setDiagramEntity(diagramEntity) + + const [workspace, setWorkspace] = useState(emptyWorkspace) + + return ( + + {children} + + ) +} + +export function useWorkspaceContext() { + const workspaceContext = useContext(WorkspaceContext); + if (!workspaceContext) { + throw new Error("WorkspaceContext must be used within a ContextProvider") + } + return workspaceContext +} \ No newline at end of file diff --git a/src/services/DataAnalysisService.js b/src/services/DataAnalysisService.js new file mode 100644 index 0000000..75fb871 --- /dev/null +++ b/src/services/DataAnalysisService.js @@ -0,0 +1,94 @@ +import QUESTIONNAIRE_TYPE from "../constants/QuestionnaireType" +import DataEntity from "../entities/DataEntity" +import { average, count } from "../utils/MathUtils" + + +class DataAnalysisService { + + /** + * Calculate an array of score of a DataEntity according to its questionnaire type. + * @param {DataEntity} dataEntity + */ + calculateScores(dataEntity) { + const calculator = dataEntity.type.scoreCalculator + return dataEntity.data.map(calculator) + } + + + /** + * Calculate total score of a DataEntity according to its questionnaire type. + * For most questionnaires, this means the average score. + * @param {DataEntity} dataEntity + */ + calculateTotalScore(dataEntity) { + if (dataEntity.type === QUESTIONNAIRE_TYPE.NPS) { + return QUESTIONNAIRE_TYPE.NPS.totalScoreCalculator(dataEntity.data) + } + return average(this.calculateScores(dataEntity)) + } + + interpretTotalScore(dataEntity, score) { + return dataEntity.type.scoreInterpretor(score) + } + + + getReport(dataEntity) { + if (!dataEntity || dataEntity.size === 0) { return null } + + const result = {} + result.dataSize = dataEntity.size + result.columns = { + userInfo: {}, + questions: {}, + transform: {}, + } + + const getNumericReport = (valueArr) => { + return { + average: average(valueArr) + } + } + const getCategoricalReport = (valueArr) => { + return { + count: count(valueArr) + } + } + + + dataEntity.userInfoColumns.forEach(col => { + if (col === "id") { return } + const valueArr = dataEntity.col(col) + if (typeof dataEntity.loc(0, col) === "number") { + result.columns.userInfo[col] = getNumericReport(valueArr) + } + else { + result.columns.userInfo[col] = getCategoricalReport(valueArr) + } + }) + dataEntity.questionColumns.forEach(col => { + result.columns.questions[col] = getNumericReport(dataEntity.col(col)) + }) + dataEntity.transformColumns.forEach(col => { + result.columns.transform[col] = getNumericReport(dataEntity.col(col)) + }) + + if (dataEntity.type !== QUESTIONNAIRE_TYPE.NONE) { + result.score = { + name: dataEntity.type.name, + value: this.calculateTotalScore(dataEntity), + interpretation: this.interpretTotalScore(dataEntity, result.score) + } + } else { + result.score = null + } + + return result + } + +} + + + +const dataAnalysisService = new DataAnalysisService() + +export default dataAnalysisService \ No newline at end of file diff --git a/src/services/DataService.js b/src/services/DataService.js new file mode 100644 index 0000000..7a6bc9f --- /dev/null +++ b/src/services/DataService.js @@ -0,0 +1,50 @@ +import * as d3 from "d3" +import DataEntity from "../entities/DataEntity" +import QUESTIONNAIRE_TYPE from "../constants/QuestionnaireType" + + +class DataService { + + async importData(filePath, type=QUESTIONNAIRE_TYPE.NONE) { + const data = await d3.csv(filePath, d3.autoType) + const dataEntity = new DataEntity(type, data) + this.generateId(dataEntity) + return dataEntity + } + + + /** + * Generate unique id for each row of data. This is required by MUI DataGrid. + * @param {DataEntity} dataEntity + */ + generateId(dataEntity) { + if (dataEntity.userInfoColumns.includes("id")) { return } + dataEntity.addUserInfoColumns("id") + for (let i = 0; i < dataEntity.size; i++) { + dataEntity.setValue(i, "id", i + 1) + } + } + + + /** + * Return a string of CSV format representing the data entity. + * @param {DataEntity} dataEntity + */ + serialize(dataEntity) { + const headers = dataEntity.allColumns.toString() + const lines = dataEntity.data.map(r => Object.values(r).toString()) + return `${headers}\r\n${lines.join("\r\n")}` + } + + deserialize(string, type=QUESTIONNAIRE_TYPE.NONE) { + const data = d3.csvParse(string) + return new DataEntity(type, data) + } + +} + + + +const dataService = new DataService() + +export default dataService \ No newline at end of file diff --git a/src/utils/DataUtils.js b/src/utils/DataUtils.js new file mode 100644 index 0000000..8ebc844 --- /dev/null +++ b/src/utils/DataUtils.js @@ -0,0 +1,91 @@ +import QUESTIONNAIRE_TYPE from "../constants/QuestionnaireType" + + + +function columnType(columnName) { + if (columnName.match(/^Q[1-9][0-9]*/g)) { return "questions" } + if (columnName.match(/^T[1-9][0-9]*:/g)) { return "transform" } + return "userInfo" +} + + +/** + * Splitting raw questionnaire data object into user info object and result object. + * @param {array} rawData + * @returns {[object, object]} + */ +function infoResultSplit(rawData) { + const columns = Object.keys(rawData[0]) + const resultCols = columns.filter(col => isQuestionColumn(col)) + const userInfoCols = columns.filter(col => !isQuestionColumn(col)) + + const userInfos = [] + userInfos.columns = userInfoCols + const results = [] + results.columns = resultCols + + rawData.forEach((row) => { + const userInfoRow = {} + const resultRow = {} + + userInfoCols.forEach(col => userInfoRow[col] = row[col]) + resultCols.forEach(col => resultRow[col] = row[col]) + + userInfos.push(userInfoRow) + results.push(resultRow) + }) + + return [userInfos, results] +} + + +/** + * Given a QUESTIONNAIRE_TYPE, produce an array of `"Q1"`, ..., `"Qn"`, where `n` is the + * number of questions of that questionnaire type. + * @param {object} type + * @returns + */ +function generateResultColumns(type) { + if (type === QUESTIONNAIRE_TYPE.NONE) return [] + const columns = Array(type.numOfQuestions) + for (let i = 0; i < type.numOfQuestions; i++) { + columns[i] = i + 1 + } + return columns.map(i => `Q${i}`) +} + + +/** + * Returns an object with keys from given columns and null values. + * For example, input `["username", "age"]` would produce `{ username: null, age: null }`. + * @param {string[]} columns + * @returns + */ +function generateEmptyRow(columns) { + const newRow = {} + columns.forEach(col => { + newRow[col] = null + }) + return newRow +} + + +function parseColumnInput(input, dataEntity) { + input = input.trim() + if (!input.match(/^T[1-9][0-9]*$/g)) { return input } + + for (let col of dataEntity.transformColumns) { + if (col.startsWith(input)) { + return col + } + } +} + + +export { + columnType, + infoResultSplit, + generateResultColumns, + generateEmptyRow, + parseColumnInput +} \ No newline at end of file diff --git a/src/utils/Document.js b/src/utils/Document.js new file mode 100644 index 0000000..dee0f3d --- /dev/null +++ b/src/utils/Document.js @@ -0,0 +1,126 @@ +import { createElement as h } from "react"; + +export default class Document { + constructor() { + this.documentElement = new Element(this, "html"); + } + createElementNS(namespace, tagName) { + return new Element(this, tagName); + } + createElement(tagName) { + return new Element(this, tagName); + } + createTextNode(value) { + return new TextNode(this, value); + } + querySelector() { + return null; + } + querySelectorAll() { + return []; + } +} + +class Style { + static empty = new Style(); + setProperty() {} + removeProperty() {} +} + +class Element { + constructor(ownerDocument, tagName) { + this.ownerDocument = ownerDocument; + this.tagName = tagName; + this.attributes = {}; + this.children = []; + this.parentNode = null; + } + setAttribute(name, value) { + this.attributes[name] = String(value); + } + setAttributeNS(namespace, name, value) { + this.setAttribute(name, value); + } + getAttribute(name) { + return this.attributes[name]; + } + getAttributeNS(name) { + return this.getAttribute(name); + } + hasAttribute(name) { + return name in this.attributes; + } + hasAttributeNS(name) { + return this.hasAttribute(name); + } + removeAttribute(name) { + delete this.attributes[name]; + } + removeAttributeNS(namespace, name) { + this.removeAttribute(name); + } + addEventListener() { + // ignored; interaction needs real DOM + } + removeEventListener() { + // ignored; interaction needs real DOM + } + dispatchEvent() { + // ignored; interaction needs real DOM + } + append(...children) { + for (const child of children) { + this.appendChild( + child?.ownerDocument ? child : this.ownerDocument.createTextNode(child) + ); + } + } + appendChild(child) { + this.children.push(child); + child.parentNode = this; + return child; + } + insertBefore(child, after) { + if (after == null) { + this.children.push(child); + } else { + const i = this.children.indexOf(after); + if (i < 0) throw new Error("insertBefore reference node not found"); + this.children.splice(i, 0, child); + } + child.parentNode = this; + return child; + } + querySelector() { + return null; + } + querySelectorAll() { + return []; + } + set textContent(value) { + this.children = [this.ownerDocument.createTextNode(value)]; + } + set style(value) { + this.attributes.style = value; + } + get style() { + return Style.empty; + } + toHyperScript() { + return h( + this.tagName, + this.attributes, + this.children.map((c) => c.toHyperScript()) + ); + } +} + +class TextNode { + constructor(ownerDocument, nodeValue) { + this.ownerDocument = ownerDocument; + this.nodeValue = String(nodeValue); + } + toHyperScript() { + return this.nodeValue; + } +} diff --git a/src/utils/Evaluation.js b/src/utils/Evaluation.js new file mode 100644 index 0000000..1244786 --- /dev/null +++ b/src/utils/Evaluation.js @@ -0,0 +1,186 @@ +import { inplaceOperation, apply, average } from "./MathUtils"; +import dataAnalysisService from "../services/DataAnalysisService"; + + + +export function evaluate(expr, dataEntity) { + return parseExpression(tokenize(expr), dataEntity) +} + +/** + * Supported functions. All functions apart from `SCORE` take in an array and + * fill in the results inplace. + */ +const FUNCTIONS = { + // SCORE function behaves differently. This is accounted for in function parseFactor + SCORE: (dataEntity) => dataAnalysisService.calculateScores(dataEntity), + AVG: (arr) => arr.fill(average(arr)), + + ABS: (arr) => apply(arr, Math.abs), + LOG: (arr) => apply(arr, Math.log), + SIN: (arr) => apply(arr, Math.sin), + COS: (arr) => apply(arr, Math.cos), +} + + +/*************************** + * Token parser + ***************************/ + +const peek = (tokens) => tokens[0] || null +const consume = (tokens) => tokens.shift() + +function parseExpression(tokens, dataEntity) { + let result = parseTerm(tokens, dataEntity); + while (peek(tokens) && (peek(tokens).value === '+' || peek(tokens).value === '-')) { + const operator = consume(tokens).value; + const right = parseTerm(tokens, dataEntity); + inplaceOperation(result, right, operator) + } + return result; +} + +function parseTerm(tokens, dataEntity) { + let result = parseFactor(tokens, dataEntity); + while (peek(tokens) && (peek(tokens).value === '*' || peek(tokens).value === '/')) { + const operator = consume(tokens).value; + const right = parseFactor(tokens, dataEntity); + inplaceOperation(result, right, operator) + } + return result; +} + +function parseFactor(tokens, dataEntity) { + const token = peek(tokens) + if (!token) { + throw new Error("Unexpected token: 'EOF'"); + } + + if (token.type === TOKEN.FUNCTION) { + consume(tokens) // Consume function + if (token.value === "SCORE") { return FUNCTIONS.SCORE(dataEntity) } + + const func = FUNCTIONS[token.value] + const result = parseFactor(tokens, dataEntity) + func(result) + return result + } + + if (token.value === '(') { + consume(tokens) // Consume '(' + const result = parseExpression(tokens, dataEntity); + if (peek(tokens).value === ')') { + consume(tokens) // Consume ')' + } else { + throw new Error("Mismatched parentheses") + } + return result + } + if (token.type === TOKEN.NUMBER) { + consume(tokens) // Consume number + const num = parseFloat(token.value) + return new Array(dataEntity.size).fill(num) + } + if (token.type === TOKEN.VARIABLE) { + consume(tokens) // Consume variable + return dataEntity.col(token.value) + } + if (token.value === "+" || token.value === "-") { + // Leave + and - for later evaluation. Initialize an array of 0s + return new Array(dataEntity.size).fill(0) + } + + throw new Error(`Unexpected token: ${token.value}`); +} + + + +/*************************** + * Tokenizer + ***************************/ + +const TOKEN = Object.freeze({ + NUMBER: "NUMBER", + OPERATOR: "OPERATOR", + PAREN: "PAREN", + FUNCTION: "FUNCTION", + DATA_FUNC: "DATA_FUNC", + VARIABLE: "VARIABLE" +}) + + + + +function token(type, value) { return { type: type, value: value } } + +export function tokenize(expr) { + const tokens = [] + let i = 0 + + while (i < expr.length) { + const char = expr[i] + + // Skip whitespace + if (/\s/.test(char)) { + i++ + continue + } + + // Handle numbers + if (/\d/.test(char) || (char === '.' && /\d/.test(expr[i + 1]))) { + let num = char + i++ + while (i < expr.length && /[\d\.]/.test(expr[i])) { + num += expr[i] + i++ + } + + if (tokens.length >= 1) { + const prevToken = tokens[tokens.length - 1] + if (prevToken.type === TOKEN.FUNCTION || prevToken.type === TOKEN.VARIABLE) { + tokens[tokens.length - 1].value += num + continue + } + } + + tokens.push(token(TOKEN.NUMBER, num)) + continue + } + + // Handle operators + if (/[+\-*/]/.test(char)) { + tokens.push(token(TOKEN.OPERATOR, char)) + i++ + continue + } + + // Handle parentheses + if (char === "(" || char === ")") { + tokens.push(token(TOKEN.PAREN, char)) + i++ + continue + } + + // Handle functions and variables + if (/[a-zA-Z]/.test(char)) { + let word = "" + while (i < expr.length && /[a-zA-Z]/.test(expr[i])) { + word += expr[i] + i++ + } + + if (word in FUNCTIONS) { + tokens.push(token(TOKEN.FUNCTION, word)) + } else { + tokens.push(token(TOKEN.VARIABLE, word)) + } + continue + } + + throw new Error(`Unrecognized character ${char}.`) + + } + + return tokens + +} \ No newline at end of file diff --git a/src/utils/MathUtils.js b/src/utils/MathUtils.js new file mode 100644 index 0000000..c00a674 --- /dev/null +++ b/src/utils/MathUtils.js @@ -0,0 +1,63 @@ +/** + * Calculate average of an array. + * @param {number[]} arr + * @returns + */ +function average(arr) { + return arr.reduce((a, b) => a + b) / arr.length +} + + +function count(arr) { + return arr.reduce((count, item) => { + count[item] = (count[item] || 0) + 1 + return count; + }, {}) +} + + +/** + * @param {number[]} arr1 + * @param {number[] | number} arr2 + * @param {string} operator + * @returns + */ +function inplaceOperation(arr1, arr2, operator) { + + let operation = (a, b) => { + if (operator === "+") { return a + b } + if (operator === "-") { return a - b } + if (operator === "*") { return a * b } + if (operator === "/") { return a / b } + } + + + if (typeof arr2 === "number") { + for (let i = 0; i < arr1.length; i++) { + arr1[i] = operation(arr1[i], arr2) + } + return + } + + if (arr1.length !== arr2.length) { + throw new Error("Function `addTo` only adds two arrays of the same length.") + } + for (let i = 0; i < arr1.length; i++) { + arr1[i] = operation(arr1[i], arr2[i]) + } +} + + +function apply(arr, func) { + for (let i = 0; i < arr.length; i++) { + arr[i] = func(arr[i]) + } +} + + +export { + average, + count, + inplaceOperation, + apply +} \ No newline at end of file diff --git a/tests/TestUtils.js b/tests/TestUtils.js new file mode 100644 index 0000000..c1d6d4d --- /dev/null +++ b/tests/TestUtils.js @@ -0,0 +1,34 @@ +import DataEntity from "../src/entities/DataEntity" + +function arraysEqual(arr1, arr2) { + if (arr1.length !== arr2.length) return false + for (let i = 0; i < arr1.length; i++) { + if (arr1[i] !== arr2[i]) return false + } + return true +} + +/** + * A helper function for generating DataEntity. + * @param {object} type Type of questionnaire. + * @param {number[][]} valueMatrix An matrix of questionnaire result values. + */ +function generateDataEntity(type, valueMatrix) { + const data = [] + + valueMatrix.forEach((arr) => { + let row = {} + arr.forEach((value, index) => { + row[`Q${index + 1}`] = value + }) + + data.push(row) + }) + + return new DataEntity(type, data) +} + +export { + arraysEqual, + generateDataEntity +} \ No newline at end of file diff --git a/tests/entities/DataEntity.test.js b/tests/entities/DataEntity.test.js new file mode 100644 index 0000000..cf995d5 --- /dev/null +++ b/tests/entities/DataEntity.test.js @@ -0,0 +1,99 @@ +import { test, expect, assert } from "vitest" +import DataEntity from "../../src/entities/DataEntity" +import QUESTIONNAIRE_TYPE from "../../src/constants/QuestionnaireType" +import { InvalidDataInputError, QuestionnaireTypeError } from "../../src/exceptions/DataExceptions" +import { arraysEqual } from "../TestUtils" + + +const noneData = new DataEntity() +const susData = new DataEntity(QUESTIONNAIRE_TYPE.SUS) + +test( + "New questions can be added to NONE-type DataEntity", + () => { + noneData.addQuestions() + assert(arraysEqual(noneData.questionColumns, ["Q1"])) + noneData.addQuestions(2) + assert(arraysEqual(noneData.questionColumns, ["Q1", "Q2", "Q3"])) + } +) + +test( + "New user info columns can be added to or deleted from DataEntity.", + () => { + noneData.addUserInfoColumns("id") + assert(arraysEqual(noneData.userInfoColumns, ["id"])) + noneData.addUserInfoColumns(["id", "age", "gender", "height"]) + assert(arraysEqual(noneData.userInfoColumns, ["id", "age", "gender", "height"])) + noneData.deleteColumns(["height"]) + assert(arraysEqual(noneData.userInfoColumns, ["id", "age", "gender"])) + } +) + +test( + "New rows can be added to DataEntity.", + () => { + assert(noneData.size === 0) + noneData.addEmptyRows(2) + assert(noneData.size === 2) + } +) + +test( + "Getter and setter working correctly.", + () => { + noneData.setValue(0, "Q1", 5) + noneData.setValue(0, "age", 50) + assert(noneData.loc(0, "Q1") === 5) + assert(noneData.loc(0, "age") === 50) + expect(() => noneData.setValue(0, "Q100", 1)) + .toThrow(InvalidDataInputError) + expect(() => noneData.setValue(0, "Age", 1)) + .toThrow(InvalidDataInputError) + } +) + +test( + "Fill empty locations with `null` when new columns are added.", + () => { + noneData.addQuestions() + assert(noneData.loc(0, "Q4") === null) + assert(noneData.loc(1, "Q4") === null) + + noneData.addUserInfoColumns("education") + assert(noneData.loc(0, "education") === null) + assert(noneData.loc(1, "education") === null) + } +) + +test( + "Cannot add questions to non-NONE-type DataEntity.", + () => { + expect(() => susData.addQuestions()) + .toThrow(QuestionnaireTypeError) + } +) + +test( + "DataEntity throws exception when setting result values is outside of value range.", + () => { + expect(() => susData.setResultValue(0, 0, 6)) + .toThrow(InvalidDataInputError) + expect(() => susData.setResultValue(0, 0, 0)) + .toThrow(InvalidDataInputError) + } +) + +test( + "DataEntity throws exception when question number is outside of range.", + () => { + expect(() => noneData.setResultValue(0, 10000, 5)) + .toThrow(InvalidDataInputError) + expect(() => susData.setResultValue(0, 0, 5)) + .toThrow(InvalidDataInputError) + expect(() => susData.setResultValue(0, 11, 5)) + .toThrow(InvalidDataInputError) + expect(() => susData.setResultValue(0, 0, 5)) + .toThrow(InvalidDataInputError) + } +) \ No newline at end of file diff --git a/tests/entities/DiagramEntity.test.js b/tests/entities/DiagramEntity.test.js new file mode 100644 index 0000000..cb0521d --- /dev/null +++ b/tests/entities/DiagramEntity.test.js @@ -0,0 +1,50 @@ +import { test, assert, expect } from "vitest"; +import { generateDataEntity } from "../TestUtils"; +import QUESTIONNAIRE_TYPE from "../../src/constants/QuestionnaireType"; +import DiagramEntity from "../../src/entities/DiagramEntity"; +import DIAGRAM_TYPE from "../../src/constants/DiagramType"; +import { DiagramTypeError } from "../../src/exceptions/DataExceptions"; + + +const dataEntity = generateDataEntity( + QUESTIONNAIRE_TYPE.NONE, + [ + [1,2,3], + [4,5,6], + [7,8,9] + ] +) + +dataEntity.addUserInfoColumns("age") + +const diagramEntity = new DiagramEntity( + DIAGRAM_TYPE.SCATTER, + dataEntity, + { + gridY: false + } +) + + +test( + "Option getter and setter work correctly.", + () => { + assert(diagramEntity.getOption("gridY") === false) + diagramEntity.setOption("x", "age") + assert(diagramEntity.getOption("x") === "age") + expect(() => diagramEntity.setOption("fake-option", 0)) + .toThrow(DiagramTypeError) + expect(() => diagramEntity.setOption("x", "fake-column")) + .toThrow(DiagramTypeError) + } +) + + +test( + "Delete unsupported options when diagram type changes.", + () => { + diagramEntity.setOption("y", "Q1") + diagramEntity.setType(DIAGRAM_TYPE.HIST) + assert(diagramEntity.getOption("y") === undefined) + } +) diff --git a/tests/services/DataAnalysisService.test.js b/tests/services/DataAnalysisService.test.js new file mode 100644 index 0000000..71fd791 --- /dev/null +++ b/tests/services/DataAnalysisService.test.js @@ -0,0 +1,48 @@ +import { test, expect, assert } from "vitest"; +import QUESTIONNAIRE_TYPE from "../../src/constants/QuestionnaireType"; +import dataAnalysisService from "../../src/services/DataAnalysisService"; +import { QuestionnaireTypeError } from "../../src/exceptions/DataExceptions"; +import { generateDataEntity } from "../TestUtils"; + + +test( + "DataAnalysisService does not calculate score for NONE-type data.", + () => { + const testDataEntity = generateDataEntity( + QUESTIONNAIRE_TYPE.NONE, + [[5,5,5,5,5,5,5,5,5,5,5,5,5]] + ) + expect(() => dataAnalysisService.calculateTotalScore(testDataEntity)) + .toThrow(QuestionnaireTypeError) + } +) + + +test( + "DataAnalysisService calculates SUS correctly.", + () => { + const testDataEntity = generateDataEntity( + QUESTIONNAIRE_TYPE.SUS, + [ + [3,3,3,3,3,3,3,3,3,3], + [5,5,5,5,5,5,5,5,5,5] + ] + ) + const susScore = dataAnalysisService.calculateTotalScore(testDataEntity) + assert(susScore === 50, "Test SUS data should have SUS score 50.") + } +) + +test( + "DataAnalysisService calculates NPS correctly.", + () => { + const testDataEntity = generateDataEntity( + QUESTIONNAIRE_TYPE.NPS, + [[1],[8],[8],[7],[9],[9],[9],[9]] + ) + const npsScore = dataAnalysisService.calculateTotalScore(testDataEntity) + assert(Math.abs(npsScore - 37.5) < 0.1, "Test NPS data should have NPS score 37.5.") + } +) + + diff --git a/tests/services/DataService.test.js b/tests/services/DataService.test.js new file mode 100644 index 0000000..34d80c9 --- /dev/null +++ b/tests/services/DataService.test.js @@ -0,0 +1,40 @@ +import { test, assert } from "vitest" +import { readFileSync } from "fs" +import dataService from "../../src/services/DataService" +import { arraysEqual } from "../TestUtils" +import { readFileSync } from "fs" +import QUESTIONNAIRE_TYPE from "../../src/constants/QuestionnaireType" + + +const string = readFileSync("./tests/test-data/SUS-example.csv").toString() +const data = dataService.deserialize(string, QUESTIONNAIRE_TYPE.SUS) + +test( + "DataService imports CSV correctly.", + () => { + assert(data.size === 40) + + const importedUserInfoCols = data.userInfoColumns + const correctUserInfoCols = ["id", "age", "gender"] + assert( + arraysEqual(importedUserInfoCols, correctUserInfoCols), + "User Info columns imported correctly." + ) + + const importedResultCols = data.questionColumns + const correctResultCols = ["Q1","Q2","Q3","Q4","Q5","Q6","Q7","Q8","Q9","Q10"] + assert( + arraysEqual(importedResultCols, correctResultCols), + "Result columns imported correctly." + ) + } +) + +test( + "DataService stringifies DataEntity correctly.", + () => { + const correctCsv = readFileSync("./tests/test-data/SUS-example.csv").toString() + const stringifiedData = dataService.serialize(data) + assert(stringifiedData === correctCsv) + } +) \ No newline at end of file diff --git a/tests/test-data/SUS-example-2.csv b/tests/test-data/SUS-example-2.csv new file mode 100644 index 0000000..868f29f --- /dev/null +++ b/tests/test-data/SUS-example-2.csv @@ -0,0 +1,41 @@ +fake_id,age,gender,Q1,Q2,Q3,Q4,Q5,Q6,Q7,Q8,Q9,Q10 +0,37,M,4,3,3,2,4,3,4,3,4,1 +0,41,M,5,2,5,2,3,3,5,1,5,3 +0,12,F,5,2,5,1,4,1,4,1,5,1 +4,29,M,4,1,4,2,4,2,4,2,5,1 +5,50,F,2,3,1,4,2,4,1,3,4,4 +6,19,M,5,2,5,1,3,2,5,1,5,1 +7,36,F,2,3,4,2,4,3,4,4,2,3 +8,61,M,4,3,4,4,1,3,2,4,3,4 +9,45,M,5,3,2,3,5,3,5,3,5,2 +10,25,M,5,2,5,1,5,1,5,2,3,2 +122,38,M,3,3,4,1,5,3,4,3,5,1 +12,56,F,1,5,1,5,2,5,1,4,1,4 +13,33,M,3,2,5,2,4,2,5,2,5,1 +43,25,M,3,2,4,2,5,1,3,1,5,1 +15,28,F,4,3,5,1,5,2,3,1,3,2 +16,40,M,5,1,4,2,5,2,3,3,5,3 +17,20,F,3,2,5,2,4,2,4,3,5,1 +18,29,F,3,3,2,2,5,3,4,2,2,3 +19,27,F,2,1,4,2,4,2,4,2,3,2 +20,37,M,4,2,5,3,3,2,3,3,3,3 +21,29,M,5,2,4,2,4,2,5,2,3,3 +22,34,M,4,2,3,1,4,3,3,1,4,3 +23,44,M,3,4,3,2,3,3,4,3,5,2 +24,45,M,5,3,4,3,5,3,3,2,4,3 +25,52,F,1,4,3,3,1,4,2,4,2,4 +26,17,F,5,2,5,2,5,1,5,2,5,2 +27,23,M,3,2,4,1,5,1,5,2,5,1 +28,26,F,3,1,5,3,5,2,3,3,5,2 +29,49,M,2,3,5,3,3,3,1,2,4,2 +30,36,F,4,3,4,2,2,2,5,2,2,3 +31,28,M,3,1,3,1,4,2,5,1,3,2 +32,35,F,5,3,3,2,4,3,2,2,2,3 +33,19,F,5,2,4,2,5,2,5,1,5,1 +34,20,F,5,2,5,1,3,2,5,1,5,2 +35,28,F,5,3,3,3,3,2,5,2,3,2 +36,46,M,3,3,2,3,2,3,3,3,5,2 +37,37,F,4,2,3,4,5,3,3,3,3,3 +30,30,M,5,2,3,1,4,2,3,3,5,2 +39,22,F,4,3,4,2,4,3,3,3,5,1 +40,26,F,3,2,4,2,2,1,3,1,3,2 diff --git a/tests/test-data/SUS-example-generator.xlsx b/tests/test-data/SUS-example-generator.xlsx new file mode 100644 index 0000000..963add6 Binary files /dev/null and b/tests/test-data/SUS-example-generator.xlsx differ diff --git a/tests/test-data/SUS-example.csv b/tests/test-data/SUS-example.csv new file mode 100644 index 0000000..230984d --- /dev/null +++ b/tests/test-data/SUS-example.csv @@ -0,0 +1,41 @@ +id,age,gender,Q1,Q2,Q3,Q4,Q5,Q6,Q7,Q8,Q9,Q10 +1,37,F,4,3,5,3,4,2,2,2,2,4 +2,41,M,4,2,2,3,2,3,3,2,2,3 +3,12,M,4,1,4,1,4,1,5,1,5,1 +4,29,M,3,2,5,1,5,2,3,2,5,2 +5,50,M,2,3,1,4,4,4,4,3,3,3 +6,19,F,4,1,4,1,3,2,5,1,4,1 +7,36,M,4,2,3,1,3,2,3,3,5,2 +8,61,M,3,4,2,4,1,4,1,3,3,4 +9,45,F,2,4,1,3,3,4,3,4,2,4 +10,25,F,3,2,5,3,5,2,4,3,3,2 +11,38,F,5,3,3,2,2,2,5,3,5,3 +12,56,F,2,4,2,4,1,5,2,5,3,3 +13,33,M,4,3,4,3,5,2,3,3,4,2 +14,25,F,5,1,5,2,3,3,5,2,4,2 +15,28,F,5,2,5,1,3,3,5,3,4,3 +16,40,F,4,3,4,2,2,2,3,3,3,3 +17,20,M,5,2,4,1,5,1,5,1,5,1 +18,29,M,5,1,5,2,3,1,5,2,4,1 +19,27,F,5,3,5,2,5,2,3,3,5,2 +20,37,M,4,2,3,2,3,2,4,2,3,3 +21,29,F,5,3,4,2,4,3,5,2,2,3 +22,34,F,4,2,3,2,3,2,5,3,2,2 +23,44,M,5,2,4,2,3,3,4,3,3,4 +24,45,M,5,3,5,3,4,2,5,3,5,3 +25,52,F,1,4,1,4,2,4,1,4,2,4 +26,17,F,5,2,3,2,5,3,5,2,3,1 +27,23,F,5,2,5,2,5,2,3,2,5,1 +28,26,M,4,2,5,1,5,1,5,2,4,1 +29,49,M,3,3,1,3,5,3,5,4,2,3 +30,36,F,4,3,2,3,5,2,3,2,2,2 +31,28,F,2,3,5,3,5,2,3,3,3,2 +32,35,M,4,1,4,1,2,1,5,3,2,3 +33,19,M,5,1,5,1,3,2,5,1,5,1 +34,20,F,5,2,4,2,4,2,5,2,5,2 +35,28,M,5,2,3,1,3,2,5,2,4,1 +36,46,F,5,3,1,4,2,4,4,4,1,4 +37,37,F,4,2,3,3,3,2,4,3,4,4 +38,30,F,4,2,3,3,5,2,5,3,5,2 +39,22,F,5,3,5,2,3,2,4,1,3,2 +40,26,M,5,2,5,1,5,2,4,1,3,1 \ No newline at end of file diff --git a/tests/utils/Evaluation.test.js b/tests/utils/Evaluation.test.js new file mode 100644 index 0000000..3eff9ed --- /dev/null +++ b/tests/utils/Evaluation.test.js @@ -0,0 +1,42 @@ +import { test, assert, expect } from "vitest" +import { evaluate, tokenize } from "../../src/utils/Evaluation" +import { arraysEqual, generateDataEntity } from "../TestUtils" +import QUESTIONNAIRE_TYPE from "../../src/constants/QuestionnaireType" + + +const dataEntity = generateDataEntity( + QUESTIONNAIRE_TYPE.SUS, + [ + [3,3,3,3,3,3,3,3,3,3], + [5,5,5,5,5,5,5,5,5,5], + [3,3,3,3,3,3,3,3,3,3], + [5,5,5,5,5,5,5,5,5,5] + ] +) + +test( + "Evaluation function works properly.", + () => { + assert(arraysEqual(evaluate("SCORE + 1", dataEntity), [51, 51, 51, 51])) + assert(arraysEqual(evaluate("(-1+(-Q1+1)*2+ 1)+1", dataEntity), [-3, -7, -3, -7])) + assert(arraysEqual(evaluate(".2*4", dataEntity), [.8, .8, .8, .8])) + expect(() => evaluate("0??+Q6", dataEntity)).toThrowError() + } +) + +test( + "Statistic functions works properly.", + () => { + assert(arraysEqual(evaluate("AVG(Q1)", dataEntity), [4, 4, 4, 4])) + } +) + +test( + "DataEntity uses evaluation properly,", + () => { + const expr = "Q1*2+1" + dataEntity.addTransformColumns(expr) + assert(arraysEqual(dataEntity.transformColumns, [`T:${expr}`])) + assert(arraysEqual(dataEntity.col(`T:${expr}`), [7, 11, 7, 11])) + } +) \ No newline at end of file diff --git a/vite.config.js b/vite.config.js new file mode 100644 index 0000000..fd8f4d6 --- /dev/null +++ b/vite.config.js @@ -0,0 +1,8 @@ +import { defineConfig } from 'vite' +import react from '@vitejs/plugin-react' + +// https://vitejs.dev/config/ +export default defineConfig({ + plugins: [react()], + base: "/mme-sose24-statistics/" +})