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[DataGridPro] Add data source interface and basic documentation #10543
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# Data Grid - Server-side data | ||||||
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<p class="description">The data grid server-side data</p> | ||||||
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## Overview | ||||||
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Managing server-side data efficiently in a React application can become complex as the dataset grows. | ||||||
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Without a dedicated module that abstracts it's complexities, developers often face challenges related to manual data fetching, pagination, sorting, filtering, and it's often gets trickier to tackle performance issues, which can lead to a poor user experience. | ||||||
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Let's take a look at an example: | ||||||
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### Example scenario | ||||||
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Let's say you have a data grid that displays a list of users. The data grid has pagination enabled and the user can sort the data by clicking on the column headers and also apply filters. | ||||||
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The data grid is configured to fetch data from the server whenever the user changes the page or updates filtering or sorting. | ||||||
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```tsx | ||||||
const [rows, setRows] = React.useState([]); | ||||||
const [paginationModel, setPaginationModel] = React.useState({ | ||||||
page: 0, | ||||||
pageSize: 10, | ||||||
}); | ||||||
const [filterModel, setFilterModel] = React.useState({ | ||||||
items: [], | ||||||
}); | ||||||
const [sortModel, setSortModel] = React.useState([]); | ||||||
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React.useEffect(() => { | ||||||
const fetcher = async () => { | ||||||
// fetch data from server | ||||||
const data = await fetch('https://my-api.com/data', { | ||||||
method: 'GET', | ||||||
body: JSON.stringify({ | ||||||
page: paginationModel.page, | ||||||
pageSize: paginationModel.pageSize, | ||||||
sortModel, | ||||||
filterModel, | ||||||
}), | ||||||
}); | ||||||
setRows(data.rows); | ||||||
}; | ||||||
fetcher(); | ||||||
}, [page, sortModel, filterModel]); | ||||||
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<DataGridPro | ||||||
columns={columns} | ||||||
pagination | ||||||
sortingMode="server" | ||||||
filterMode="server" | ||||||
paginationMode="server" | ||||||
onPaginationModelChange={(newPaginationModel) => { | ||||||
setPaginationModel(newPaginationModel); | ||||||
}} | ||||||
onSortModelChange={(newSortModel) => { | ||||||
setSortModel(newSortModel); | ||||||
}} | ||||||
onFilterModelChange={(newFilterModel) => { | ||||||
setFilterModel(newFilterModel); | ||||||
}} | ||||||
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/>; | ||||||
``` | ||||||
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We only scratched the surface in the above example with a lot of problems still unsolved like: | ||||||
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- Performance optimization | ||||||
- Caching data/deduping requests | ||||||
- More complex use-cases on the server like grouping, tree data, etc. | ||||||
- Server side row editing | ||||||
- Lazy loading of data | ||||||
- Handling updates to the data like row editing, row deletion, etc. | ||||||
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Trying to solve these problems one after the other can make the code complex and hard to maintain. | ||||||
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## Data source | ||||||
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A very common pattern to solve these problems is to use a centralized data source. A data source is an abstraction layer that sits between the data grid and the server. It provides a simple interface to the data grid to fetch data and update it. It handles a lot of the complexities related to server side data fetching. We will talk more about the data source in the next section. | ||||||
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:::warning | ||||||
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This feature is still <b>under development</b> and the information shared on this page is subject to change. Feel free to subscribe or comment on the official GitHub issue. | ||||||
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::: | ||||||
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### Overview | ||||||
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The Data Grid already supports manual server-side data fetching for features like sorting, filtering, etc. In order to make it more powerful and simple to use, we provide a data source interface that you can implement with your existing data fetching logic. | ||||||
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The datasource will work with all the major data grid features which require server-side data fetching such as sorting, filtering, pagination, grouping, etc. | ||||||
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### Usage | ||||||
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The data grid server-side data source has an initial set of required methods that you need to implement. The data grid will call these methods internally when the data is required for a specific page. | ||||||
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```tsx | ||||||
interface DataSource { | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. We miss the prefix to make this type unique within all MUI products, no?
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x the other types There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Yep, nice catch, thanks! |
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/** | ||||||
Fetcher Functions: | ||||||
- `getRows` is required | ||||||
- `updateRow` is optional | ||||||
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`getRows` will be used by the grid to fetch data for the current page or children for the current parent group | ||||||
It may return a `rowCount` to update the total count of rows in the grid | ||||||
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*/ | ||||||
getRows(params: GetRowsParams): Promise<GetRowsResponse>; | ||||||
// if passed, will be called like `processRowUpdate` on row edit | ||||||
updateRow?(updatedRow: GridRowModel): Promise<any>; | ||||||
} | ||||||
``` | ||||||
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Here's how the code will look like for the above example: | ||||||
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```tsx | ||||||
const myCustomDataSource = { | ||||||
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getRows: async (params: GetRowsParams): GetRowsResponse => { | ||||||
// fetch data from server | ||||||
const response = await fetch('https://my-api.com/data', { | ||||||
method: 'GET', | ||||||
body: JSON.stringify(params), | ||||||
}); | ||||||
const data = await response.json(); | ||||||
// return the data and the total number of rows | ||||||
return { | ||||||
rows: data.rows, | ||||||
rowCount: data.totalCount, | ||||||
}; | ||||||
}, | ||||||
} | ||||||
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<DataGridPro | ||||||
columns={columns} | ||||||
dataSource={myCustomDataSource} | ||||||
pagination | ||||||
/> | ||||||
``` | ||||||
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Not only the code has been reduced to less than 50%, it has removed the hassle of managing controlled states and data fetching logic. | ||||||
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On top of that, the data source will also handle a lot of other aspects like caching and deduping of requests. | ||||||
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#### Loading data | ||||||
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The method `dataSource.getRows` will be called with the `GetRowsParams` object whenever some data from the server is needed. This object contains all the information that you need to fetch the data from the server. | ||||||
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Since previously, the data grid did not support internal data fetching, the `rows` prop was the way to pass the data to the grid. However, with server-side data, the `rows` prop is no longer needed. Instead, the data grid will call the `getRows` method whenever it needs to fetch data. | ||||||
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Here's the `GetRowsParams` object for reference: | ||||||
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```tsx | ||||||
interface GetRowsParams { | ||||||
sortModel: GridSortModel; | ||||||
filterModel: GridFilterModel; | ||||||
groupKeys: string[]; // array of keys returned by `getGroupKey` of all the parent rows until the row for which the data is requested | ||||||
paginationModel: GridPaginationModel; // alternate to `start`, `end` | ||||||
start: number | string; // first row index to fetch or cursor information | ||||||
end: number; // last row index to fetch | ||||||
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groupFields: GridColDef['field'][]; // list of grouped columns (`rowGrouping`) | ||||||
} | ||||||
``` | ||||||
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And here's the `GetRowsResponse` object for reference: | ||||||
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```tsx | ||||||
interface GetRowsResponse { | ||||||
rows: GridRowModel[]; | ||||||
rowCount?: number; // optional: to reflect updates in total `rowCount` | ||||||
pageInfo?: { | ||||||
hasNextPage?: boolean; // optional: when row count is unknown/inaccurate, if `truncated` is set or rowCount is not known, data will keep loading until `hasNextPage` is `false` | ||||||
truncated?: number; // optional: to reflect rowCount is inaccurate (will trigger `x-y of many` in pagination) | ||||||
}; | ||||||
} | ||||||
``` | ||||||
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#### Updating data | ||||||
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If provided, the method `dataSource.updateRow` will be called with the `GridRowModel` object whenever the user edits a row. This method is optional and you can skip it if you don't need to update the data on the server. It will work in a similar way as the `processRowUpdate` prop. | ||||||
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#### Data grid props | ||||||
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These data grid props will work with the server-side data source: | ||||||
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- `dataSource: DataSource`: the data source object that you need to implement | ||||||
- `queryClient: QueryClient`: optional: if not provided, a new instance of `QueryClient` will be created internally | ||||||
- `rows`: will be ignored, could be skipped when `dataSource` is provided | ||||||
- `rowCount`: will be used to identify the total number of rows in the grid, if not provided, the grid will use the _GetRowsResponse.rowCount_ value | ||||||
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Props related to grouped data (`treeData` and `rowGrouping`): | ||||||
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- `getGroupKey(row: GridRowModel): string` | ||||||
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will be used by the grid to group rows by their parent group | ||||||
This effectively replaces `getTreeDataPath`. | ||||||
Consider this structure: | ||||||
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``` | ||||||
- (1) Sarah // groupKey 'Sarah' | ||||||
- (2) Thomas // groupKey 'Thomas' | ||||||
``` | ||||||
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When (2) is expanded, the `getRows` function will be called with group keys `['Sarah', 'Thomas']`. | ||||||
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- `hasChildren?(row: GridRowModel): boolean` | ||||||
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Will be used by the grid to determine if a row has children on server | ||||||
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- `getChildrenCount?: (row: GridRowModel) => number` | ||||||
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Will be used by the grid to determine the number of children of a row on server | ||||||
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#### Existing server-side features | ||||||
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The server-side `dataSource` will change a bit the way existing server-side features work. Whenever a valid data source is passed the features `filtering`, `sorting`, `pagination` will automatically be set to `server`. | ||||||
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However, if for some reason, you want to explicitly work one or more of these features to work on `client`, you can do so by passing the `client` value to the feature. Here's an example: | ||||||
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```tsx | ||||||
<DataGridPro | ||||||
columns={columns} | ||||||
dataSource={myCustomDataSource} // will set `filtering`, `sorting`, `pagination` to `server` | ||||||
filterMode="client" // will set `filtering` to `client` i.e. data won't be refetched on filter change | ||||||
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/> | ||||||
``` | ||||||
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#### Caching | ||||||
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The data grid will cache the data it receives from the server. This means that if the user navigates to a page that has already been fetched, the grid will not call the `getRows` function again. This is to avoid unnecessary calls to the server. | ||||||
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By default, the data grid will use the tanstack query library to cache the data. A `QueryClient` will be created internally and used with the data source. You can also pass your own instance of `QueryClient` with a optional custom configuration and use it to play with the cached data. You can also use this client to invalidate the cache when you need to. | ||||||
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**Cache key sharing**: | ||||||
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In order to subscribe to the new additions of the keys to the `QueryClient`, you can wrap the application into the `DataSourceProvider`. | ||||||
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```tsx | ||||||
<DataSourceProvider> | ||||||
<DataGridPro | ||||||
columns={columns} | ||||||
dataSource={myCustomDataSource} | ||||||
queryClient={myCustomQueryClientInstance} | ||||||
/> | ||||||
<AnotherSubApp | ||||||
queryClient={myCustomQueryClientInstance} | ||||||
// this app will have access to the same cache as the data grid | ||||||
// thanks to the `DataSourceProvider` which will share the on each cache update `queryKeys` using pub-sub pattern | ||||||
/> | ||||||
</DataSourceProvider> | ||||||
``` | ||||||
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Or you could use the `onCacheUpdate` event to listen whenever grid populates the cache with new data. | ||||||
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```tsx | ||||||
<DataGridPro | ||||||
columns={columns} | ||||||
dataSource={myCustomDataSource} | ||||||
queryClient={myCustomQueryClientInstance} | ||||||
onCacheUpdate={(params) => { | ||||||
// params will contain the `QueryKey` | ||||||
// you can use this to access or invalidate the cache | ||||||
myCustomQueryClientInstance.getQueryData(params.queryKey); | ||||||
}} | ||||||
/> | ||||||
``` | ||||||
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## API | ||||||
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- [DataGrid](/x/api/data-grid/data-grid/) | ||||||
- [DataGridPro](/x/api/data-grid/data-grid-pro/) | ||||||
- [DataGridPremium](/x/api/data-grid/data-grid-premium/) |
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import * as React from 'react'; | ||
import MarkdownDocs from 'docs/src/modules/components/MarkdownDocs'; | ||
import * as pageProps from 'docsx/data/data-grid/server-side-data/index.md?@mui/markdown'; | ||
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export default function Page() { | ||
return <MarkdownDocs {...pageProps} />; | ||
} |
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import { | ||
GridSortModel, | ||
GridFilterModel, | ||
GridColDef, | ||
GridRowModel, | ||
GridPaginationModel, | ||
} from '@mui/x-data-grid'; | ||
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interface GetRowsParams { | ||
sortModel: GridSortModel; | ||
filterModel: GridFilterModel; | ||
groupKeys: string[]; // array of keys returned by `getGroupKey` of all the parent rows until the row for which the data is requested | ||
paginationModel: GridPaginationModel; // alternate to `start`, `end` | ||
start: number | string; // first row index to fetch or cursor information | ||
end: number; // last row index to fetch | ||
groupFields: GridColDef['field'][]; // list of grouped columns (`rowGrouping`) | ||
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} | ||
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interface GetRowsResponse { | ||
rows: GridRowModel[]; | ||
rowCount?: number; // optional: to reflect updates in total `rowCount` | ||
pageInfo?: { | ||
hasNextPage?: boolean; // optional: when row count is unknown/inaccurate, if `truncated` is set or rowCount is not known, data will keep loading until `hasNextPage` is `false` | ||
truncated?: number; // optional: to reflect rowCount is inaccurate (will trigger `x-y of many` in pagination) | ||
}; | ||
} | ||
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export interface DataSource { | ||
/** | ||
Fetcher Functions: | ||
- `getRows` is required | ||
- `updateRow` is optional | ||
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`getRows` will be used by the grid to fetch data for the current page or children for the current parent group | ||
It may return a `rowCount` to update the total count of rows in the grid | ||
*/ | ||
getRows(params: GetRowsParams): Promise<GetRowsResponse>; | ||
// if passed, will be called like `processRowUpdate` on row edit | ||
updateRow?(rows: GridRowModel): Promise<any>; | ||
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/** | ||
Functions related to grouped data (`treeData` and `rowGrouping`): | ||
- `getGroupKey` is required | ||
- `hasChildren` is required | ||
- `getChildrenCount` is optional | ||
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`getGroupKey` will be used by the grid to group rows by their parent group | ||
This effectively replaces `getTreeDataPath`. | ||
Consider this structure: | ||
- (1) Sarah // groupKey 'Sarah' | ||
- (2) Thomas // groupKey 'Thomas' | ||
When (2) is expanded, the `load` function will be called with group keys ['Sarah', 'Thomas']. | ||
`hasChildren` will be used by the grid to determine if a row has children on server | ||
`getChildrenCount` will be used by the grid to determine the number of children of a row on server | ||
*/ | ||
getGroupKey(row: GridRowModel): string; // returns the key of the group to which the row belongs (`treeData` and `rowGrouping`) | ||
hasChildren(row: GridRowModel): boolean; // return `true` if row has children on server | ||
getChildrenCount?: (row: GridRowModel) => number; // optional child count | ||
// these /\ 3 could also be root props of the grid | ||
} |
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