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Let Data Glide on Glide Data Grid | Glide Data Grid | Display structured data with Glide Data Grid. Effortlessly import and export data using SheetJS. Modernize business processes while retaining legacy Excel structures. | demos/frontend/index | demos/net/index |
import current from '/version.js'; import CodeBlock from '@theme/CodeBlock';
Glide Data Grid is a high-performance data grid designed for the ReactJS web framework.
SheetJS is a JavaScript library for reading and writing data from spreadsheets.
This demo uses Glide Data Grid and SheetJS to pull data from a spreadsheet and display the content in a data grid. We'll explore how to import data from files into the data grid and how to export modified data from the grid to workbooks.
The "Demo" section includes a complete example that displays data from user-supplied sheets and exports data to XLSX workbooks:
:::note
This demo was last tested on 2023 August 17 with Glide Data Grid 5.2.1
:::
Integration Details
The "Frameworks" section covers installation with Yarn and other package managers.
Using the npm
tool, this command installs SheetJS and Glide Data Grid:
{\ npm i --save https://cdn.sheetjs.com/xlsx-${current}/xlsx-${current}.tgz @glideapps/glide-data-grid@5.2.1
}
Methods and components in both libraries can be loaded in pages using import
:
import { read, utils, writeFile } from 'xlsx';
import { DataEditor, GridCellKind, GridCell, Item } from '@glideapps/glide-data-grid';
:::caution pass
Glide Data Grid is primarily event-based. It does not manage state directly. Instead, developers are expected to manage updates when users edit cells.
:::
Backing Store
Under the hood, the DataEditor
component is designed to call methods and
request data to display in the grid. It is typical to store data outside of
component state. A getCellContent
callback will pull data from the external
backing store, while SheetJS operations will directly act on the store.
For this demo, there are two parts to the data store:
-
data
is an "Array of Objects" that will hold the raw data1. -
header
is an array of the header names
:::info pass
Following the Glide Data Grid conventions2, both objects are defined at the top level of the component script. They are declared outside of the component!
:::
// !! THESE ARRAYS ARE DEFINED OUTSIDE OF THE COMPONENT FUNCTION !!
// this will store the raw data objects
let data: any[] = [];
// this will store the header names
let header: string[] = [];
Props
:::note pass
This is a high-level overview. The official documentation should be consulted.3
:::
Columns
DataEditor
expects column metadata to be passed through a columns
prop. This
should be managed in the component state:
import { useState } from 'react';
import { DataEditor, GridColumn } from '@glideapps/glide-data-grid';
function App() {
// highlight-next-line
const [cols, setCols] = useState<GridColumn[]>([]); // gdg column objects
// ...
return ( <>
// ...
<DataEditor
// ... props
// highlight-next-line
columns={cols}
/>
// ...
</> );
}
export default App;
Each GridColumn
object expects a title
representing the display name and an
id
representing the key to index within the data object.
Data
The DataEditor
component expects a getCellContent
callback for supplying
data. The callback accepts column and row indices. The column index should be
used to find the header key:
import { useCallback } from 'react';
import { DataEditor, GridCellKind, GridCell, Item } from '@glideapps/glide-data-grid';
// ...
function App() {
// ...
// backing data store -> gdg
// highlight-start
const getContent = useCallback((cell: Item): GridCell => {
const [col, row] = cell;
return {
kind: GridCellKind.Text,
// header[col] is the name of the field
displayData: String(data[row]?.[header[col]]??""),
data: data[row]?.[header[col]],
};
}, []);
// highlight-end
// ...
return ( <>
// ...
<DataEditor
// ... props
// highlight-next-line
getCellContent={getContent}
/>
// ...
</> );
}
Row Count
DataEditor
also accepts a rows
property indicating the number of rows. This
is best managed in state:
import { useState } from 'react';
import { DataEditor } from '@glideapps/glide-data-grid';
function App() {
// highlight-next-line
const [rows, setRows] = useState<number>(0); // number of rows
// ...
return ( <>
// ...
<DataEditor
// ... props
// highlight-next-line
rows={rows}
/>
// ...
</> );
}
export default App;
Editing Data
The demo uses the onCellEdited
callback to write back to the data store.
Parsing Data
SheetJS to Data Store
The SheetJS read
method parses data from a number of sources4. It returns a
workbook object which holds worksheet objects and other data5.
Raw data objects can be generated with the SheetJS sheet_to_json
function6.
The headers can be pulled from the first row of the sheet. The sheet_to_json
method accepts a range
option, and other SheetJS API functions can be used to
calculate the correct range for the header names7.
This example generates row objects from the first sheet in the workbook:
import { utils, WorkBook } from 'xlsx';
// ...
const update_backing_store = (wb: WorkBook) => {
// get first worksheet
const sheet = wb.Sheets[wb.SheetNames[0]];
// set data
// highlight-next-line
data = utils.sheet_to_json<any>(sheet);
// create a range consisting of the first row
const range = utils.decode_range(sheet["!ref"]??"A1"); // original range
range.e.r = range.s.r; // set ending row to starting row (select first row)
// pull headers
// highlight-next-line
header = utils.sheet_to_json<string[]>(sheet, {header: 1, range})[0];
};
// ...
Importing from Data Store
Scheduling a refresh for the DataEditor
involves updating the grid column
metadata and row count through the standard state. It also requires a special
updateCells
call to instruct the grid to mark the cached data as stale:
import { useRef } from 'react'
import { WorkBook } from 'xlsx'
import { DataEditor, GridColumn, Item, DataEditorRef } from '@glideapps/glide-data-grid'
function App() {
const ref = useRef<DataEditorRef>(null); // gdg ref
// ...
const parse_wb = (wb: WorkBook) => {
update_backing_store(wb);
// highlight-start
// update column metadata by pulling from external header keys
setCols(header.map(h => ({title: h, id: h} as GridColumn)));
// update number of rows
setRows(data.length);
if(data.length > 0) {
// create an array of the cells that must be updated
let cells = data.map(
(_,R) => Array.from({length:header.length}, (_,C) => ({cell: ([C,R] as Item)}))
).flat();
// initiate update using the `ref` attached to the DataEditor
ref.current?.updateCells(cells)
}
// highlight-end
};
// ...
return ( <>
// ...
<DataEditor
// ... props
// highlight-next-line
ref={ref}
/>
// ...
</> );
}
export default App;
Writing Data
The SheetJS json_to_sheet
method generates worksheet objects directly from
the data
array8:
const ws = utils.json_to_sheet(data); // easy :)
The worksheet can be exported to XLSX by creating a SheetJS workbook object9
and writing with writeFile
or writeFileXLSX
10:
const wb = utils.book_new();
utils.book_append_sheet(wb, ws, "Sheet1");
writeFileXLSX(wb, "sheetjs-gdg.xlsx");
Since the editor can change the header titles, it is strongly recommended to pull column data from the state and rewrite the header row:
import { utils, writeFileXLSX } from 'xlsx';
function App() {
// ...
const exportXLSX = useCallback(() => {
// highlight-start
// generate worksheet using data with the order specified in the columns array
const ws = utils.json_to_sheet(data, {header: cols.map(c => c.id ?? c.title)});
// rewrite header row with titles
utils.sheet_add_aoa(ws, [cols.map(c => c.title ?? c.id)], {origin: "A1"});
// highlight-end
// create workbook
const wb = utils.book_new();
utils.book_append_sheet(wb, ws, "Export"); // replace with sheet name
// download file
writeFileXLSX(wb, "sheetjs-gdg.xlsx");
}, []);
// ...
return ( <>
// ...
// highlight-next-line
<button onClick={exportXLSX}><b>Export XLSX!</b></button>
// ...
</> );
}
export default App;
Demo
- Create a new project from the
react-ts
template:
npm create vite@latest -- sheetjs-gdg --template react-ts
cd sheetjs-gdg
npm i
Install SheetJS and Glide Data Grid required dependencies:
{\ npm i --save https://cdn.sheetjs.com/xlsx-${current}/xlsx-${current}.tgz @glideapps/glide-data-grid@5.2.1
}
Start dev server:
npm run dev
The terminal window will display a URL (typically http://localhost:5173
).
Open the URL with a web browser.
- Download
App.tsx
and replacesrc/App.tsx
:
curl -L -o src/App.tsx https://docs.sheetjs.com/gdg/App.tsx
Refresh the browser window and a grid should be displayed:
- To test the export functionality, make some changes to the grid data.
Some statisticians believe President Grover Cleveland should be counted once. That would imply President Clinton should be index 41 and the indices of the other presidents should be decremented. By double-clicking on each cell in the Index column, a cell editor should appear. Decrement each index:
Click on the "Export" button to create a file! Open the file and verify.
-
The "Story" section of the "Getting Started" page in the Glide Data Grid Storybook stores an Array of Objects outside of the component. ↩︎
-
See the "Data" section in
DataEditorProps
in the Glide Data Grid API documentation. ↩︎ -
"Addresses and Ranges" covers general concepts and utility functions including
decode_range
. ↩︎ -
See "Workbook Helpers" in "Utilities" for details on
book_new
andbook_append_sheet
. ↩︎