Filters

The ability to filter data in a table.

Can-Filter

The ability for a column to be column filtered is determined by the following:

The column was defined with a valid accessorKey/accessorFn.
column.enableColumnFilter is not set to false
options.enableColumnFilters is not set to false
options.enableFilters is not set to false

The ability for a column to be globally filtered is determined by the following:

The column was defined a valid accessorKey/accessorFn.
If provided, options.getColumnCanGlobalFilter returns true for the given column. If it is not provided, the column is assumed to be globally filterable if the value in the first row is a string or number type.
column.enableColumnFilter is not set to false
options.enableColumnFilters is not set to false
options.enableFilters is not set to false

State

Filter state is stored on the table using the following shape:

export type FiltersTableState = {
  columnFilters: ColumnFiltersState
  globalFilter: any
}
 
export type ColumnFiltersState = ColumnFilter[]
 
export type ColumnFilter = {
  id: string
  value: unknown
}

export type FiltersTableState = {
  columnFilters: ColumnFiltersState
  globalFilter: any
}
 
export type ColumnFiltersState = ColumnFilter[]
 
export type ColumnFilter = {
  id: string
  value: unknown
}

Filter Functions

The following filter functions are built-in to the table core:

includesString
- Case-insensitive string inclusion
includesStringSensitive
- Case-sensitive string inclusion
equalsString
- Case-insensitive string equality
equalsStringSensitive
- Case-sensitive string equality
arrIncludes
- Item inclusion within an array
arrIncludesAll
- All items included in an array
arrIncludesSome
- Some items included in an array
equals
- Object/referential equality Object.is/===
weakEquals
- Weak object/referential equality ==
inNumberRange
- Number range inclusion

Every filter function receives:

The row to filter
The columnId to use to retrieve the row's value
The filter value

and should return true if the row should be included in the filtered rows, and false if it should be removed.

This is the type signature for every filter function:

export type FilterFn<TData extends AnyData> = {
  (
    row: Row<TData>,
    columnId: string,
    filterValue: any,
    addMeta: (meta: any) => void
  ): boolean
  resolveFilterValue?: TransformFilterValueFn<TData>
  autoRemove?: ColumnFilterAutoRemoveTestFn<TData>
  addMeta?: (meta?: any) => void
}
 
export type TransformFilterValueFn<TData extends AnyData> = (
  value: any,
  column?: Column<TData>
) => unknown
 
export type ColumnFilterAutoRemoveTestFn<TData extends AnyData> = (
  value: any,
  column?: Column<TData>
) => boolean
 
export type CustomFilterFns<TData extends AnyData> = Record<
  string,
  FilterFn<TData>
>

export type FilterFn<TData extends AnyData> = {
  (
    row: Row<TData>,
    columnId: string,
    filterValue: any,
    addMeta: (meta: any) => void
  ): boolean
  resolveFilterValue?: TransformFilterValueFn<TData>
  autoRemove?: ColumnFilterAutoRemoveTestFn<TData>
  addMeta?: (meta?: any) => void
}
 
export type TransformFilterValueFn<TData extends AnyData> = (
  value: any,
  column?: Column<TData>
) => unknown
 
export type ColumnFilterAutoRemoveTestFn<TData extends AnyData> = (
  value: any,
  column?: Column<TData>
) => boolean
 
export type CustomFilterFns<TData extends AnyData> = Record<
  string,
  FilterFn<TData>
>

`filterFn.resolveFilterValue`

This optional "hanging" method on any given filterFn allows the filter function to transform/sanitize/format the filter value before it is passed to the filter function.

`filterFn.autoRemove`

This optional "hanging" method on any given filterFn is passed a filter value and expected to return true if the filter value should be removed from the filter state. eg. Some boolean-style filters may want to remove the filter value from the table state if the filter value is set to false.

Using Filter Functions

Filter functions can be used/referenced/defined by passing the following to columnDefinition.filterFn or options.globalFilterFn:

A string that references a built-in filter function
A function directly provided to the columnDefinition.filterFn option

The final list of filter functions available for the columnDef.filterFn and tableOptions.globalFilterFn options use the following type:

export type FilterFnOption<TData extends AnyData> =
  | "auto"
  | BuiltInFilterFn
  | FilterFn<TData>

export type FilterFnOption<TData extends AnyData> =
  | "auto"
  | BuiltInFilterFn
  | FilterFn<TData>

Filter Meta

Filtering data can often expose additional information about the data that can be used to aid other future operations on the same data. A good example of this concept is a ranking-system like that of match-sorter that simultaneously ranks, filters and sorts data. While utilities like match-sorter make a lot of sense for single-dimensional filter+sort tasks, the decoupled filtering/sorting architecture of building a table makes them very difficult and slow to use.

To make a ranking/filtering/sorting system work with tables, filterFns can optionally mark results with a filter meta value that can be used later to sort/group/etc the data to your liking. This is done by calling the addMeta function supplied to your custom filterFn.

Below is an example using our own match-sorter-utils package (a utility fork of match-sorter) to rank, filter, and sort the data

import { compareItems, rankItem } from "@tanstack/match-sorter-utils"
import { sortingFns } from "@tanstack/react-table"
 
const fuzzyFilter = (row, columnId, value, addMeta) => {
  // Rank the item
  const itemRank = rankItem(row.getValue(columnId), value)
 
  // Store the ranking info
  addMeta(itemRank)
 
  // Return if the item should be filtered in/out
  return itemRank.passed
}
 
const fuzzySort = (rowA, rowB, columnId) => {
  let dir = 0
 
  // Only sort by rank if the column has ranking information
  if (rowA.columnFiltersMeta[columnId]) {
    dir = compareItems(
      rowA.columnFiltersMeta[columnId]!,
      rowB.columnFiltersMeta[columnId]!
    )
  }
 
  // Provide an alphanumeric fallback for when the item ranks are equal
  return dir === 0 ? sortingFns.alphanumeric(rowA, rowB, columnId) : dir
}

import { compareItems, rankItem } from "@tanstack/match-sorter-utils"
import { sortingFns } from "@tanstack/react-table"
 
const fuzzyFilter = (row, columnId, value, addMeta) => {
  // Rank the item
  const itemRank = rankItem(row.getValue(columnId), value)
 
  // Store the ranking info
  addMeta(itemRank)
 
  // Return if the item should be filtered in/out
  return itemRank.passed
}
 
const fuzzySort = (rowA, rowB, columnId) => {
  let dir = 0
 
  // Only sort by rank if the column has ranking information
  if (rowA.columnFiltersMeta[columnId]) {
    dir = compareItems(
      rowA.columnFiltersMeta[columnId]!,
      rowB.columnFiltersMeta[columnId]!
    )
  }
 
  // Provide an alphanumeric fallback for when the item ranks are equal
  return dir === 0 ? sortingFns.alphanumeric(rowA, rowB, columnId) : dir
}

Column Def Options

`filterFn`

filterFn?: FilterFn | keyof FilterFns | keyof BuiltInFilterFns

filterFn?: FilterFn | keyof FilterFns | keyof BuiltInFilterFns

The filter function to use with this column.

Options:

A string referencing a built-in filter function
A custom filter function

`enableColumnFilter`

enableColumnFilter?: boolean

enableColumnFilter?: boolean

Enables/disables the column filter for this column.

`enableGlobalFilter`

enableGlobalFilter?: boolean

enableGlobalFilter?: boolean

Enables/disables the global filter for this column.

Column API

`getCanFilter`

getCanFilter: () => boolean

getCanFilter: () => boolean

Returns whether or not the column can be column filtered.

`getCanGlobalFilter`

getCanGlobalFilter: () => boolean

getCanGlobalFilter: () => boolean

Returns whether or not the column can be globally filtered.

`getFilterIndex`

getFilterIndex: () => number

getFilterIndex: () => number

Returns the index (including -1) of the column filter in the table's state.columnFilters array.

`getIsFiltered`

getIsFiltered: () => boolean

getIsFiltered: () => boolean

Returns whether or not the column is currently filtered.

`getFilterValue`

getFilterValue: () => unknown

getFilterValue: () => unknown

Returns the current filter value of the column.

`setFilterValue`

setFilterValue: (updater: Updater<any>) => void

setFilterValue: (updater: Updater<any>) => void

A function that sets the current filter value for the column. You can pass it a value or an updater function for immutability-safe operations on existing values.

`getAutoFilterFn`

getAutoFilterFn: (columnId: string) => FilterFn<TData> | undefined

getAutoFilterFn: (columnId: string) => FilterFn<TData> | undefined

Returns an automatically calculated filter function for the column based off of the columns first known value.

`getFilterFn`

getFilterFn: (columnId: string) => FilterFn<TData> | undefined

getFilterFn: (columnId: string) => FilterFn<TData> | undefined

Returns the filter function (either user-defined or automatic, depending on configuration) for the columnId specified.

`getFacetedRowModel`

type getFacetedRowModel = () => RowModel<TData>

type getFacetedRowModel = () => RowModel<TData>

⚠️ Requires that you pass a valid getFacetedRowModel function to options.facetedRowModel. A default implementation is provided via the exported getFacetedRowModel function.

Returns the row model with all other column filters applied, excluding its own filter. Useful for displaying faceted result counts.

`getFacetedUniqueValues`

getFacetedUniqueValues: () => Map<any, number>

getFacetedUniqueValues: () => Map<any, number>

⚠️ Requires that you pass a valid getFacetedUniqueValues function to options.getFacetedUniqueValues. A default implementation is provided via the exported getFacetedUniqueValues function.

A function that computes and returns a Map of unique values and their occurrences derived from column.getFacetedRowModel. Useful for displaying faceted result values.

`getFacetedMinMaxValues`

getFacetedMinMaxValues: () => Map<any, number>

getFacetedMinMaxValues: () => Map<any, number>

⚠️ Requires that you pass a valid getFacetedMinMaxValues function to options.getFacetedMinMaxValues. A default implementation is provided via the exported getFacetedMinMaxValues function.

A function that computes and returns a min/max tuple derived from column.getFacetedRowModel. Useful for displaying faceted result values.

Row API

`columnFilters`

columnFilters: Record<string, boolean>

columnFilters: Record<string, boolean>

The column filters map for the row. This object tracks whether a row is passing/failing specific filters by their column ID.

`columnFiltersMeta`

columnFiltersMeta: Record<string, any>

columnFiltersMeta: Record<string, any>

The column filters meta map for the row. This object tracks any filter meta for a row as optionally provided during the filtering process.

Table Options

`filterFns`

filterFns?: Record<string, FilterFn>

filterFns?: Record<string, FilterFn>

This option allows you to define custom filter functions that can be referenced in a column's filterFn option by their key. Example:

declare module "@tanstack/table-core" {
  interface FilterFns {
    myCustomFilter: FilterFn<unknown>
  }
}
 
const column = columnHelper.data("key", {
  filterFn: "myCustomFilter",
})
 
const table = useTable({
  columns: [column],
  filterFns: {
    myCustomFilter: (rows, columnIds, filterValue) => {
      // return the filtered rows
    },
  },
})

declare module "@tanstack/table-core" {
  interface FilterFns {
    myCustomFilter: FilterFn<unknown>
  }
}
 
const column = columnHelper.data("key", {
  filterFn: "myCustomFilter",
})
 
const table = useTable({
  columns: [column],
  filterFns: {
    myCustomFilter: (rows, columnIds, filterValue) => {
      // return the filtered rows
    },
  },
})

`filterFromLeafRows`

filterFromLeafRows?: boolean

filterFromLeafRows?: boolean

By default, filtering is done from parent rows down (so if a parent row is filtered out, all of its children will be filtered out as well). Setting this option to true will cause filtering to be done from leaf rows up (which means parent rows will be included so long as one of their child or grand-child rows is also included).

`maxLeafRowFilterDepth`

maxLeafRowFilterDepth?: number

maxLeafRowFilterDepth?: number

By default, filtering is done for all rows (max depth of 100), no matter if they are root level parent rows or the child leaf rows of a parent row. Setting this option to 0 will cause filtering to only be applied to the root level parent rows, with all sub-rows remaining unfiltered. Similarly, setting this option to 1 will cause filtering to only be applied to child leaf rows 1 level deep, and so on.

This is useful for situations where you want a row's entire child hierarchy to be visible regardless of the applied filter.

`enableFilters`

enableFilters?: boolean

enableFilters?: boolean

Enables/disables all filters for the table.

`manualFiltering`

manualFiltering?: boolean

manualFiltering?: boolean

Disables the getFilteredRowModel from being used to filter data. This may be useful if your table needs to dynamically support both client-side and server-side filtering.

`onColumnFiltersChange`

onColumnFiltersChange?: OnChangeFn<ColumnFiltersState>

onColumnFiltersChange?: OnChangeFn<ColumnFiltersState>

If provided, this function will be called with an updaterFn when state.columnFilters changes. This overrides the default internal state management, so you will need to persist the state change either fully or partially outside of the table.

`enableColumnFilters`

enableColumnFilters?: boolean

enableColumnFilters?: boolean

Enables/disables all column filters for the table.

`getFilteredRowModel`

getFilteredRowModel?: (
  table: Table<TData>
) => () => RowModel<TData>

getFilteredRowModel?: (
  table: Table<TData>
) => () => RowModel<TData>

If provided, this function is called once per table and should return a new function which will calculate and return the row model for the table when it's filtered.

For server-side filtering, this function is unnecessary and can be ignored since the server should already return the filtered row model.
For client-side filtering, this function is required. A default implementation is provided via any table adapter's { getFilteredRowModel } export.

Example:

import { getFilteredRowModel } from '@tanstack/[adapter]-table'
 
 
  getFilteredRowModel: getFilteredRowModel(),
})

import { getFilteredRowModel } from '@tanstack/[adapter]-table'
 
 
  getFilteredRowModel: getFilteredRowModel(),
})

`getColumnFacetedRowModel`

getColumnFacetedRowModel: (columnId: string) => RowModel<TData>

getColumnFacetedRowModel: (columnId: string) => RowModel<TData>

Returns the faceted row model for a given columnId.

`globalFilterFn`

globalFilterFn?: FilterFn | keyof FilterFns | keyof BuiltInFilterFns

globalFilterFn?: FilterFn | keyof FilterFns | keyof BuiltInFilterFns

The filter function to use for global filtering.

Options:

A string referencing a built-in filter function)
A string that references a custom filter functions provided via the tableOptions.filterFns option
A custom filter function

`onGlobalFilterChange`

onGlobalFilterChange?: OnChangeFn<GlobalFilterState>

onGlobalFilterChange?: OnChangeFn<GlobalFilterState>

If provided, this function will be called with an updaterFn when state.globalFilter changes. This overrides the default internal state management, so you will need to persist the state change either fully or partially outside of the table.

`enableGlobalFilter`

enableGlobalFilter?: boolean

enableGlobalFilter?: boolean

Enables/disables the global filter for the table.

`getColumnCanGlobalFilter`

getColumnCanGlobalFilter?: (column: Column<TData>) => boolean

getColumnCanGlobalFilter?: (column: Column<TData>) => boolean

If provided, this function will be called with the column and should return true or false to indicate whether this column should be used for global filtering. This is useful if the column can contain data that is not string or number (i.e. undefined).

Table API

`setColumnFilters`

setColumnFilters: (updater: Updater<ColumnFiltersState>) => void

setColumnFilters: (updater: Updater<ColumnFiltersState>) => void

Sets or updates the state.columnFilters state.

`resetColumnFilters`

resetColumnFilters: (defaultState?: boolean) => void

resetColumnFilters: (defaultState?: boolean) => void

Resets the columnFilters state to initialState.columnFilters, or true can be passed to force a default blank state reset to [].

`getPreFilteredRowModel`

getPreFilteredRowModel: () => RowModel<TData>

getPreFilteredRowModel: () => RowModel<TData>

Returns the row model for the table before any column filtering has been applied.

`getFilteredRowModel`

getFilteredRowModel: () => RowModel<TData>

getFilteredRowModel: () => RowModel<TData>

Returns the row model for the table after column filtering has been applied.

`setGlobalFilter`

setGlobalFilter: (updater: Updater<any>) => void

setGlobalFilter: (updater: Updater<any>) => void

Sets or updates the state.globalFilter state.

`resetGlobalFilter`

resetGlobalFilter: (defaultState?: boolean) => void

resetGlobalFilter: (defaultState?: boolean) => void

Resets the globalFilter state to initialState.globalFilter, or true can be passed to force a default blank state reset to undefined.

`getGlobalAutoFilterFn`

getGlobalAutoFilterFn: (columnId: string) => FilterFn<TData> | undefined

getGlobalAutoFilterFn: (columnId: string) => FilterFn<TData> | undefined

Currently, this function returns the built-in includesString filter function. In future releases, it may return more dynamic filter functions based on the nature of the data provided.

`getGlobalFilterFn`

getGlobalFilterFn: (columnId: string) => FilterFn<TData> | undefined

getGlobalFilterFn: (columnId: string) => FilterFn<TData> | undefined

Returns the global filter function (either user-defined or automatic, depending on configuration) for the table.

`getGlobalFacetedRowModel`

getGlobalFacetedRowModel: () => RowModel<TData>

getGlobalFacetedRowModel: () => RowModel<TData>

Returns the faceted row model for the global filter.

`getGlobalFacetedUniqueValues`

getGlobalFacetedUniqueValues: () => Map<any, number>

getGlobalFacetedUniqueValues: () => Map<any, number>

Returns the faceted unique values for the global filter.

`getGlobalFacetedMinMaxValues`

getGlobalFacetedMinMaxValues: () => [number, number]

getGlobalFacetedMinMaxValues: () => [number, number]

Returns the faceted min and max values for the global filter.

Credits

Filters - TanStack Table v8 Docs

Column Visibility Sorting