| --- |
| id: weakMapMemoize |
| title: weakMapMemoize |
| sidebar_label: weakMapMemoize |
| hide_title: true |
| description: 'weakMapMemoize' |
| --- |
|
|
| import Tabs from '@theme/Tabs' |
| import TabItem from '@theme/TabItem' |
| import { InternalLinks } from '@site/src/components/InternalLinks' |
| import { ExternalLinks } from '@site/src/components/ExternalLinks' |
|
|
| |
|
|
| <InternalLinks.LruMemoize /> has to be explicitly configured to have a cache |
| size larger than 1, and uses an LRU cache internally. |
|
|
| `weakMapMemoize` creates a tree of <ExternalLinks.WeakMap />-based cache nodes based on the identity of the arguments it's been called with (in this case, the extracted values from your input selectors). **This allows `weakMapMemoize` to have an effectively infinite cache size**. Cache results will be kept in memory as long as references to the arguments still exist, and then cleared out as the arguments are garbage-collected. |
| |
| ## Design Tradeoffs |
| |
| - Pros: |
| |
| - It has an effectively infinite cache size, but you have no control over |
| how long values are kept in cache as it's based on garbage collection and <ExternalLinks.WeakMap />s. |
|
|
| - Cons: |
| - There's currently no way to alter the argument comparisons. They're based on <ExternalLinks.ReferenceEqualityCheck text='strict reference equality' />. |
|
|
| |
|
|
| - This memoizer is likely best used for cases where you need to call the |
| same selector instance with many different arguments, such as a single |
| selector instance that is used in a list item component and called with |
| item IDs like: |
|
|
| ```ts |
| useSelector(state => selectSomeData(state, id)) |
| ``` |
|
|
| Prior to `weakMapMemoize`, you had this problem: |
|
|
| {} |
|
|
| <Tabs |
| groupId='language' |
| defaultValue='ts' |
| values={[ |
| {label: 'TypeScript', value: 'ts'}, |
| {label: 'JavaScript', value: 'js'}, |
| ]}> |
| <TabItem value='ts'> |
|
|
| ```ts title="weakMapMemoize/cacheSizeProblem.ts" |
| import { createSelector } from 'reselect' |
| |
| export interface RootState { |
| items: { id: number; category: string; name: string }[] |
| } |
| |
| const state: RootState = { |
| items: [ |
| { id: 1, category: 'Electronics', name: 'Wireless Headphones' }, |
| { id: 2, category: 'Books', name: 'The Great Gatsby' }, |
| { id: 3, category: 'Home Appliances', name: 'Blender' }, |
| { id: 4, category: 'Stationery', name: 'Sticky Notes' } |
| ] |
| } |
| |
| const selectItemsByCategory = createSelector( |
| [ |
| (state: RootState) => state.items, |
| (state: RootState, category: string) => category |
| ], |
| (items, category) => items.filter(item => item.category === category) |
| ) |
| |
| selectItemsByCategory(state, 'Electronics') |
| selectItemsByCategory(state, 'Electronics') |
| selectItemsByCategory(state, 'Stationery') |
| selectItemsByCategory(state, 'Electronics') |
| ``` |
|
|
| </TabItem> |
| <TabItem value='js'> |
|
|
| ```js title="weakMapMemoize/cacheSizeProblem.js" |
| import { createSelector } from 'reselect' |
| |
| const state = { |
| items: [ |
| { id: 1, category: 'Electronics', name: 'Wireless Headphones' }, |
| { id: 2, category: 'Books', name: 'The Great Gatsby' }, |
| { id: 3, category: 'Home Appliances', name: 'Blender' }, |
| { id: 4, category: 'Stationery', name: 'Sticky Notes' } |
| ] |
| } |
| |
| const selectItemsByCategory = createSelector( |
| [state => state.items, (state, category) => category], |
| (items, category) => items.filter(item => item.category === category) |
| ) |
| |
| selectItemsByCategory(state, 'Electronics') // Selector runs |
| selectItemsByCategory(state, 'Electronics') |
| selectItemsByCategory(state, 'Stationery') // Selector runs |
| selectItemsByCategory(state, 'Electronics') // Selector runs again! |
| ``` |
|
|
| </TabItem> |
| </Tabs> |
|
|
| {} |
|
|
| Before you could solve this in a number of different ways: |
|
|
| 1. Set the `maxSize` with <InternalLinks.LruMemoize />: |
|
|
| {} |
|
|
| <Tabs |
| groupId='language' |
| defaultValue='ts' |
| values={[ |
| {label: 'TypeScript', value: 'ts'}, |
| {label: 'JavaScript', value: 'js'}, |
| ]}> |
| <TabItem value='ts'> |
|
|
| ```ts title="weakMapMemoize/setMaxSize.ts" |
| import { createSelector, lruMemoize } from 'reselect' |
| import type { RootState } from './cacheSizeProblem' |
| |
| const selectItemsByCategory = createSelector( |
| [ |
| (state: RootState) => state.items, |
| (state: RootState, category: string) => category |
| ], |
| (items, category) => items.filter(item => item.category === category), |
| { |
| memoize: lruMemoize, |
| memoizeOptions: { |
| maxSize: 10 |
| } |
| } |
| ) |
| ``` |
|
|
| </TabItem> |
| <TabItem value='js'> |
|
|
| ```js title="weakMapMemoize/setMaxSize.js" |
| import { createSelector, lruMemoize } from 'reselect' |
| |
| const selectItemsByCategory = createSelector( |
| [state => state.items, (state, category) => category], |
| (items, category) => items.filter(item => item.category === category), |
| { |
| memoize: lruMemoize, |
| memoizeOptions: { |
| maxSize: 10 |
| } |
| } |
| ) |
| ``` |
|
|
| </TabItem> |
| </Tabs> |
|
|
| {} |
|
|
| But this required having to know the cache size ahead of time. |
|
|
| 2. Create unique selector instances using <ExternalLinks.UseMemo />. |
|
|
| {} |
|
|
| <Tabs |
| groupId='language' |
| defaultValue='tsx' |
| values={[ |
| {label: 'TypeScript', value: 'tsx'}, |
| {label: 'JavaScript', value: 'jsx'}, |
| ]}> |
| <TabItem value='tsx'> |
|
|
| ```tsx title="weakMapMemoize/withUseMemo.tsx" |
| import type { FC } from 'react' |
| import { useMemo } from 'react' |
| import { useSelector } from 'react-redux' |
| import { createSelector } from 'reselect' |
| import type { RootState } from './cacheSizeProblem' |
| |
| const makeSelectItemsByCategory = (category: string) => |
| createSelector([(state: RootState) => state.items], items => |
| items.filter(item => item.category === category) |
| ) |
| |
| interface Props { |
| category: string |
| } |
| |
| const MyComponent: FC<Props> = ({ category }) => { |
| const selectItemsByCategory = useMemo( |
| () => makeSelectItemsByCategory(category), |
| [category] |
| ) |
| |
| const itemsByCategory = useSelector(selectItemsByCategory) |
| |
| return ( |
| <div> |
| {itemsByCategory.map(item => ( |
| <div key={item.id}>{item.name}</div> |
| ))} |
| </div> |
| ) |
| } |
| ``` |
|
|
| </TabItem> |
| <TabItem value='jsx'> |
|
|
| ```jsx title="weakMapMemoize/withUseMemo.jsx" |
| import { useMemo } from 'react' |
| import { useSelector } from 'react-redux' |
| import { createSelector } from 'reselect' |
| |
| const makeSelectItemsByCategory = category => |
| createSelector([state => state.items], items => |
| items.filter(item => item.category === category) |
| ) |
| |
| const MyComponent = ({ category }) => { |
| const selectItemsByCategory = useMemo( |
| () => makeSelectItemsByCategory(category), |
| [category] |
| ) |
| |
| const itemsByCategory = useSelector(selectItemsByCategory) |
| |
| return ( |
| <div> |
| {itemsByCategory.map(item => ( |
| <div key={item.id}>{item.name}</div> |
| ))} |
| </div> |
| ) |
| } |
| ``` |
|
|
| </TabItem> |
| </Tabs> |
|
|
| {} |
|
|
| 3. Use <ExternalLinks.ReReselect />: |
|
|
| ```ts |
| import { createCachedSelector } from 're-reselect' |
| |
| const selectItemsByCategory = createCachedSelector( |
| [ |
| (state: RootState) => state.items, |
| (state: RootState, category: string) => category |
| ], |
| (items, category) => items.filter(item => item.category === category) |
| )((state: RootState, category: string) => category) |
| ``` |
|
|
| Starting in 5.0.0, you can eliminate this problem using `weakMapMemoize`. |
|
|
| {} |
|
|
| <Tabs |
| groupId='language' |
| defaultValue='ts' |
| values={[ |
| {label: 'TypeScript', value: 'ts'}, |
| {label: 'JavaScript', value: 'js'}, |
| ]}> |
| <TabItem value='ts'> |
|
|
| ```ts title="weakMapMemoize/cacheSizeSolution.ts" |
| import { createSelector, weakMapMemoize } from 'reselect' |
| import type { RootState } from './cacheSizeProblem' |
| |
| const state: RootState = { |
| items: [ |
| { id: 1, category: 'Electronics', name: 'Wireless Headphones' }, |
| { id: 2, category: 'Books', name: 'The Great Gatsby' }, |
| { id: 3, category: 'Home Appliances', name: 'Blender' }, |
| { id: 4, category: 'Stationery', name: 'Sticky Notes' } |
| ] |
| } |
| |
| const selectItemsByCategory = createSelector( |
| [ |
| (state: RootState) => state.items, |
| (state: RootState, category: string) => category |
| ], |
| (items, category) => items.filter(item => item.category === category), |
| { |
| memoize: weakMapMemoize, |
| argsMemoize: weakMapMemoize |
| } |
| ) |
| |
| selectItemsByCategory(state, 'Electronics') // Selector runs |
| selectItemsByCategory(state, 'Electronics') // Cached |
| selectItemsByCategory(state, 'Stationery') // Selector runs |
| selectItemsByCategory(state, 'Electronics') // Still cached! |
| ``` |
|
|
| </TabItem> |
| <TabItem value='js'> |
|
|
| ```js title="weakMapMemoize/cacheSizeSolution.js" |
| import { createSelector, weakMapMemoize } from 'reselect' |
| |
| const state = { |
| items: [ |
| { id: 1, category: 'Electronics', name: 'Wireless Headphones' }, |
| { id: 2, category: 'Books', name: 'The Great Gatsby' }, |
| { id: 3, category: 'Home Appliances', name: 'Blender' }, |
| { id: 4, category: 'Stationery', name: 'Sticky Notes' } |
| ] |
| } |
| |
| const selectItemsByCategory = createSelector( |
| [state => state.items, (state, category) => category], |
| (items, category) => items.filter(item => item.category === category), |
| { |
| memoize: weakMapMemoize, |
| argsMemoize: weakMapMemoize |
| } |
| ) |
| |
| selectItemsByCategory(state, 'Electronics') |
| selectItemsByCategory(state, 'Electronics') |
| selectItemsByCategory(state, 'Stationery') |
| selectItemsByCategory(state, 'Electronics') |
| ``` |
|
|
| </TabItem> |
| </Tabs> |
|
|
| {} |
|
|
| This solves the problem of having to know and set the cache size prior to creating a memoized selector. Because `weakMapMemoize` essentially provides a dynamic cache size out of the box. |
|
|
| |
|
|
| | Name | Description | |
| | :----- | :--------------------------- | |
| | `func` | The function to be memoized. | |
|
|
| |
|
|
| A memoized function with a `.clearCache()` method attached. |
|
|
| |
|
|
| | Name | Description | |
| | :----- | :----------------------------------------- | |
| | `Func` | The type of the function that is memoized. | |
|
|
| |
|
|
| |
|
|
| {} |
|
|
| <Tabs |
| groupId='language' |
| defaultValue='ts' |
| values={[ |
| {label: 'TypeScript', value: 'ts'}, |
| {label: 'JavaScript', value: 'js'}, |
| ]}> |
| <TabItem value='ts'> |
|
|
| ```ts title="weakMapMemoize/usingWithCreateSelector.ts" |
| import { createSelector, weakMapMemoize } from 'reselect' |
| import type { RootState } from './cacheSizeProblem' |
| |
| const state: RootState = { |
| items: [ |
| { id: 1, category: 'Electronics', name: 'Wireless Headphones' }, |
| { id: 2, category: 'Books', name: 'The Great Gatsby' }, |
| { id: 3, category: 'Home Appliances', name: 'Blender' }, |
| { id: 4, category: 'Stationery', name: 'Sticky Notes' } |
| ] |
| } |
| |
| const selectItemsByCategory = createSelector( |
| [ |
| (state: RootState) => state.items, |
| (state: RootState, category: string) => category |
| ], |
| (items, category) => items.filter(item => item.category === category), |
| { |
| memoize: weakMapMemoize, |
| argsMemoize: weakMapMemoize |
| } |
| ) |
| |
| selectItemsByCategory(state, 'Electronics') // Selector runs |
| selectItemsByCategory(state, 'Electronics') |
| selectItemsByCategory(state, 'Stationery') // Selector runs |
| selectItemsByCategory(state, 'Electronics') |
| ``` |
|
|
| </TabItem> |
| <TabItem value='js'> |
|
|
| ```js title="weakMapMemoize/usingWithCreateSelector.js" |
| import { createSelector, weakMapMemoize } from 'reselect' |
| |
| const state = { |
| items: [ |
| { id: 1, category: 'Electronics', name: 'Wireless Headphones' }, |
| { id: 2, category: 'Books', name: 'The Great Gatsby' }, |
| { id: 3, category: 'Home Appliances', name: 'Blender' }, |
| { id: 4, category: 'Stationery', name: 'Sticky Notes' } |
| ] |
| } |
| |
| const selectItemsByCategory = createSelector( |
| [state => state.items, (state, category) => category], |
| (items, category) => items.filter(item => item.category === category), |
| { |
| memoize: weakMapMemoize, |
| argsMemoize: weakMapMemoize |
| } |
| ) |
| |
| selectItemsByCategory(state, 'Electronics') |
| selectItemsByCategory(state, 'Electronics') |
| selectItemsByCategory(state, 'Stationery') |
| selectItemsByCategory(state, 'Electronics') |
| ``` |
|
|
| </TabItem> |
| </Tabs> |
|
|
| {} |
|
|
| |
|
|
| {} |
|
|
| <Tabs |
| groupId='language' |
| defaultValue='ts' |
| values={[ |
| {label: 'TypeScript', value: 'ts'}, |
| {label: 'JavaScript', value: 'js'}, |
| ]}> |
| <TabItem value='ts'> |
|
|
| ```ts title="weakMapMemoize/usingWithCreateSelectorCreator.ts" |
| import { createSelectorCreator, weakMapMemoize } from 'reselect' |
| import type { RootState } from './cacheSizeProblem' |
| |
| const state: RootState = { |
| items: [ |
| { id: 1, category: 'Electronics', name: 'Wireless Headphones' }, |
| { id: 2, category: 'Books', name: 'The Great Gatsby' }, |
| { id: 3, category: 'Home Appliances', name: 'Blender' }, |
| { id: 4, category: 'Stationery', name: 'Sticky Notes' } |
| ] |
| } |
| |
| const createSelectorWeakMap = createSelectorCreator({ |
| memoize: weakMapMemoize, |
| argsMemoize: weakMapMemoize |
| }) |
| |
| const selectItemsByCategory = createSelectorWeakMap( |
| [ |
| (state: RootState) => state.items, |
| (state: RootState, category: string) => category |
| ], |
| (items, category) => items.filter(item => item.category === category) |
| ) |
| |
| selectItemsByCategory(state, 'Electronics') // Selector runs |
| selectItemsByCategory(state, 'Electronics') |
| selectItemsByCategory(state, 'Stationery') // Selector runs |
| selectItemsByCategory(state, 'Electronics') |
| ``` |
|
|
| </TabItem> |
| <TabItem value='js'> |
|
|
| ```js title="weakMapMemoize/usingWithCreateSelectorCreator.js" |
| import { createSelectorCreator, weakMapMemoize } from 'reselect' |
| |
| const state = { |
| items: [ |
| { id: 1, category: 'Electronics', name: 'Wireless Headphones' }, |
| { id: 2, category: 'Books', name: 'The Great Gatsby' }, |
| { id: 3, category: 'Home Appliances', name: 'Blender' }, |
| { id: 4, category: 'Stationery', name: 'Sticky Notes' } |
| ] |
| } |
| |
| const createSelectorWeakMap = createSelectorCreator({ |
| memoize: weakMapMemoize, |
| argsMemoize: weakMapMemoize |
| }) |
| |
| const selectItemsByCategory = createSelectorWeakMap( |
| [state => state.items, (state, category) => category], |
| (items, category) => items.filter(item => item.category === category) |
| ) |
| |
| selectItemsByCategory(state, 'Electronics') |
| selectItemsByCategory(state, 'Electronics') |
| selectItemsByCategory(state, 'Stationery') |
| selectItemsByCategory(state, 'Electronics') |
| ``` |
|
|
| </TabItem> |
| </Tabs> |
|
|
| {} |
|
|