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