Aggregation and Grouping Feature Guide
Material React Table has built-in grouping and aggregation features. There are options for both automatic client-side grouping and aggregation, as well as manual server-side grouping and aggregation. This guide will walk you through the different options and how to use and customize them.
Relevant Props
# | Prop Name | Type | Default Value | More Info Links | |
---|---|---|---|---|---|
1 |
| TanStack Table Grouping Docs | |||
This option allows you to define custom aggregation functions that can be referenced in a column's aggregationFn option by their key | |||||
2 |
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No Description Provided... Yet... | |||||
3 |
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No Description Provided... Yet... | |||||
4 |
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No Description Provided... Yet... | |||||
5 |
| TanStack Table Grouping Docs | |||
Returns the row model after grouping has taken place, but no further. | |||||
6 |
|
| TanStack Table Grouping Docs | ||
Grouping columns are automatically reordered by default to the start of the columns list. If you would rather remove them or leave them as-is, set the appropriate mode here. | |||||
7 |
| TanStack Table Grouping Docs | |||
Enables manual grouping. If this option is set to true, the table will not automatically group rows using getGroupedRowModel() and instead will expect you to manually group the rows before passing them to the table. This is useful if you are doing server-side grouping and aggregation. | |||||
8 |
| Material UI Chip Props | |||
No Description Provided... Yet... | |||||
9 |
| TanStack Table Grouping Docs | |||
If this function is provided, it will be called when the grouping state changes and you will be expected to manage the state yourself. You can pass the managed state back to the table via the tableOptions.state.grouping option. |
Relevant Column Options
# | Column Option | Type | Default Value | More Info Links | |
---|---|---|---|---|---|
1 |
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Define a custom cell render for an aggregated cell. | |||||
2 |
| MRT Data Columns Docs | |||
Render custom markup for a column footer. | |||||
3 |
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Define a custom cell render for a grouped cell. | |||||
4 |
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No Description Provided... Yet... |
Relevant State
# | State Option | Type | Default Value | More Info Links | |
---|---|---|---|---|---|
1 |
|
| TanStack Table Expanding Docs | ||
No Description Provided... Yet... | |||||
2 |
|
| TanStack Table Grouping Docs | ||
No Description Provided... Yet... |
Enable Grouping
To enable grouping, set the enableGrouping
prop to true
. This will both add a drag handle button so columns can be dragged to the dropzone to be grouped, and will add an entry column actions menu to group or ungroup a column.
<MaterialReactTable columns={columns} data={data} enableGrouping />
Disable Grouping Per Column
const columns = [{accessorKey: 'name',header: 'Name',enableGrouping: false, // disable grouping for this column},{accessorKey: 'age',header: 'Age',},];return <MaterialReactTable columns={columns} data={data} enableGrouping />;
Hide Drag Buttons for Grouping
If you don't want the drag buttons that come with the grouping feature, you can independently disable them without disabling the grouping feature entirely by setting the enableColumnDragging
prop to false
.
<MaterialReactTablecolumns={columns}data={data}enableGroupingenableColumnDragging={false} //don't show drag handle buttons, but still show grouping options in column actions menu/>
Group Columns by Default
If you want columns to be grouped by default, you can set the grouping
state in either the initialState
or state
prop.
<MaterialReactTablecolumns={columns}data={data}enableGroupinginitialState={{ grouping: ['location', 'department'] }} //group by location and department by default/>
Expand Grouped Rows by Default
In addition to grouping columns by default, you may also want those grouped rows to be expanded and visible by default too. You can do this by setting the expanded
state to true
in either the initialState
or state
prop.
<MaterialReactTablecolumns={columns}data={data}enableGroupinginitialState={{grouping: ['location', 'department'], //group by location and department by default and expand grouped rowsexpanded: true, //show grouped rows by default}}/>
Aggregation on Grouped Rows
One of the cool features of Material React Table is that it can automatically aggregate the data in grouped rows. To enable this, you must specify both an aggregationFn
and an AggregatedCell
render option on a column definition.
Built-in Aggregation Functions
There are several built-in aggregation functions available that you can use. They are:
count
- Finds the number of rows in a groupextent
- Finds the minimum and maximum values of a group of rowsmax
- Finds the maximum value of a group of rowsmean
- Finds the average value of a group of rowsmedian
- Finds the median value of a group of rowsmin
- Finds the minimum value of a group of rowssum
- sums the values of a group of rowsuniqueCount
- Finds the number of unique values of a group of rowsunique
- Finds the unique values of a group of rows
All of these built-in aggregation functions are from TanStack Table
const columns = [{accessorKey: 'team', //grouped by team in initial state belowheader: 'Team',},{accessorKey: 'player',header: 'Player',},{accessorKey: 'points',header: 'Points',aggregationFn: 'sum', //calc total points for each team by adding up all the points for each player on the teamAggregatedCell: ({ cell }) => <div>Team Score: {cell.getValue()}</div>,},];return (<MaterialReactTablecolumns={columns}data={data}enableGroupinginitialState={{ grouping: ['team'], expanded: true }}/>);
Custom Aggregation Functions
If none of those pre-built aggregation functions work for you, you can also pass in a custom aggregation function. The aggregation function will be passed an array of values from the column that you are aggregating. It should return a single value that will be displayed in the aggregated cell.
If you are specifying a custom aggregation function, it must implement the following type:
export type AggregationFn<TData extends AnyData> = (getLeafRows: () => Row<TData>[],getChildRows: () => Row<TData>[]) => any
Aggregation on All Rows in Footer
Material React Table does not automatically aggregate all rows for you to calculate totals for the entire table. However, it is still easy enough to do this manually and add in your custom calculations into the footer
or Footer
of a column definition. It is recommended that you do any necessary aggregation calculations on your data in a useMemo hook before passing it to the columns footer in your columns definition.
//calculate the total points for all players in the table in a useMemo hookconst averageScore = useMemo(() => {const totalPoints = data.reduce((acc, row) => acc + row.points, 0);const totalPlayers = data.length;return totalPoints / totalPlayers;}, [data]);const columns = [{accessorKey: 'name',header: 'Name',},{accessorKey: 'score',header: 'Score',Footer: () => <div>Average Score: {averageScore}</div>, //don't do calculations in render, do them in useMemo hook and pass them in here},];
Please remember to perform heavy aggregation calculations in a useMemo hook to avoid unnecessary re-renders!
Custom Cell Renders for Aggregation and Grouping
There are a few custom cell render overrides that you should be aware of when using grouping and aggregation features.
AggregatedCell Column Option
"Aggregation Cells" are cells in an aggregated row (not a normal data row) that can display aggregates (avg, sum, etc) of the data in a group. The cell that the table is grouped on, however, is not an Aggregate Cell, but rather a GroupedCell.
You can specify the custom render for these cells with the AggregatedCell
render option on a column definition.
const columns = [{accessorKey: 'points',header: 'Points',aggregationFn: 'sum',AggregatedCell: ({ cell }) => <div>Total Score: {cell.getValue()}</div>,},];
GroupedCell Column Option
"Grouped Cells" are cells in a grouped row (not a normal data row) that by default display the value that the rows are grouped on, and the number of rows in the group. You can override the default render for these cells with the GroupedCell
render option on a column definition.
const columns = [{accessorKey: 'team',header: 'Team',GroupedCell: ({ cell }) => <div>Team: {cell.getValue()}</div>,},];
Aggregation/Grouping Example
State | First Name | Last Name | Age | Gender | Salary | |
---|---|---|---|---|---|---|
Alabama (7) | Oldest by State: 64 | Average by State: $43,375 | ||||
Thad | Wiegand | 64 | Female | $56,146 | ||
Alivia | Ledner | 56 | Male | $12,591 | ||
Danyka | Gleason | 36 | Male | $71,238 | ||
Lionel | Hartmann | 30 | Nonbinary | $58,743 | ||
Reinhold | Reichel | 30 | Female | $30,531 | ||
Lurline | Koepp | 59 | Female | $10,645 | ||
Kody | Braun | 38 | Female | $63,733 | ||
Alaska (8) | Oldest by State: 59 | Average by State: $68,901 | ||||
Eloisa | Kohler | 31 | Male | $45,801 | ||
Kian | Hand | 56 | Male | $81,062 | ||
Loyce | Schmidt | 29 | Female | $76,295 | ||
Michale | Collier | 59 | Male | $75,197 | ||
Eldridge | Stroman | 42 | Male | $59,594 | ||
Alvera | Balistreri | 25 | Female | $79,844 | ||
Kayden | Emard | 35 | Female | $98,252 | ||
Domingo | Bauch | 36 | Female | $35,159 | ||
Arizona (1) | Oldest by State: 22 | Average by State: $54,027 | ||||
Gunner | Rolfson | 22 | Male | $54,027 | ||
Arkansas (4) | Oldest by State: 52 | Average by State: $58,194 | ||||
Max Age: 65 | Average Salary: $56,319 |
1import React, { FC, useMemo } from 'react';2import { Box, Stack } from '@mui/material';3import MaterialReactTable, { MRT_ColumnDef } from 'material-react-table';4import { data, Person } from './makeData';56const Example: FC = () => {7 const averageSalary = useMemo(8 () => data.reduce((acc, curr) => acc + curr.salary, 0) / data.length,9 [],10 );1112 const maxAge = useMemo(13 () => data.reduce((acc, curr) => Math.max(acc, curr.age), 0),14 [],15 );1617 const columns = useMemo<MRT_ColumnDef<Person>[]>(18 () => [19 {20 header: 'First Name',21 accessorKey: 'firstName',22 enableGrouping: false, //don't let this column be grouped23 },24 {25 header: 'Last Name',26 accessorKey: 'lastName',27 },28 {29 header: 'Age',30 accessorKey: 'age',31 aggregationFn: 'max', //show the max age in the group (lots of pre-built aggregationFns to choose from)32 //required to render an aggregated cell33 AggregatedCell: ({ cell, table }) => (34 <>35 Oldest by{' '}36 {table.getColumn(cell.row.groupingColumnId ?? '').columnDef.header}:{' '}37 <Box38 sx={{ color: 'info.main', display: 'inline', fontWeight: 'bold' }}39 >40 {cell.getValue<number>()}41 </Box>42 </>43 ),44 Footer: () => (45 <Stack>46 Max Age:47 <Box color="warning.main">{Math.round(maxAge)}</Box>48 </Stack>49 ),50 },51 {52 header: 'Gender',53 accessorKey: 'gender',54 //optionally, customize the cell render when this column is grouped. Make the text blue and pluralize the word55 GroupedCell: ({ cell, row }) => (56 <Box sx={{ color: 'primary.main' }}>57 <strong>{cell.getValue<string>()}s </strong> ({row.subRows?.length})58 </Box>59 ),60 },61 {62 header: 'State',63 accessorKey: 'state',64 },65 {66 header: 'Salary',67 accessorKey: 'salary',68 aggregationFn: 'mean',69 //required to render an aggregated cell, show the average salary in the group70 AggregatedCell: ({ cell, table }) => (71 <>72 Average by{' '}73 {table.getColumn(cell.row.groupingColumnId ?? '').columnDef.header}:{' '}74 <Box sx={{ color: 'success.main', fontWeight: 'bold' }}>75 {cell.getValue<number>()?.toLocaleString?.('en-US', {76 style: 'currency',77 currency: 'USD',78 minimumFractionDigits: 0,79 maximumFractionDigits: 0,80 })}81 </Box>82 </>83 ),84 //customize normal cell render on normal non-aggregated rows85 Cell: ({ cell }) => (86 <>87 {cell.getValue<number>()?.toLocaleString?.('en-US', {88 style: 'currency',89 currency: 'USD',90 minimumFractionDigits: 0,91 maximumFractionDigits: 0,92 })}93 </>94 ),95 Footer: () => (96 <Stack>97 Average Salary:98 <Box color="warning.main">99 {averageSalary?.toLocaleString?.('en-US', {100 style: 'currency',101 currency: 'USD',102 minimumFractionDigits: 0,103 maximumFractionDigits: 0,104 })}105 </Box>106 </Stack>107 ),108 },109 ],110 [averageSalary, maxAge],111 );112113 return (114 <MaterialReactTable115 columns={columns}116 data={data}117 enableGrouping118 enableStickyHeader119 enableStickyFooter120 initialState={{121 density: 'compact',122 expanded: true, //expand all groups by default123 grouping: ['state'], //an array of columns to group by by default (can be multiple)124 pagination: { pageIndex: 0, pageSize: 20 },125 sorting: [{ id: 'state', desc: false }], //sort by state by default126 }}127 muiToolbarAlertBannerChipProps={{ color: 'primary' }}128 muiTableContainerProps={{ sx: { maxHeight: 700 } }}129 />130 );131};132133export default Example;134
Manual Grouping
TODO