Lenses are a powerful and elegant way to focus on and manipulate parts of immutable data structures in functional programming. They provide a mechanism to get and set values within nested objects or arrays without mutating the original data.
A lens is a first-class abstraction that provides a way to access and update the parts of a data structure. A lens is typically defined by two functions: a getter and a setter.
Lenses are particularly useful for working with immutable data structures, as they allow for changes to be made without mutating the original data.
Let's start with a basic implementation of lenses in JavaScript.
A lens can be implemented as an object with get and set methods.
const lens = (getter, setter) => ({ get: (obj) => getter(obj), set: (val, obj) => setter(val, obj), }); const prop = (key) => lens( (obj) => obj[key], (val, obj) => ({ ...obj, [key]: val }) ); // Usage const user = { name: 'Alice', age: 30 }; const nameLens = prop('name'); const userName = nameLens.get(user); console.log(userName); // 'Alice' const updatedUser = nameLens.set('Bob', user); console.log(updatedUser); // { name: 'Bob', age: 30 }
In this example, prop creates a lens that focuses on a specific property of an object. The get method retrieves the value of the property, and the set method updates the value and returns a new object.
Lenses can be composed to work with nested data structures. Here, we'll create a utility to compose lenses.
const composeLenses = (outerLens, innerLens) => ({ get: (obj) => innerLens.get(outerLens.get(obj)), set: (val, obj) => outerLens.set(innerLens.set(val, outerLens.get(obj)), obj), }); // Usage with nested data const addressLens = prop('address'); const cityLens = prop('city'); const userAddressCityLens = composeLenses(addressLens, cityLens); const user = { name: 'Alice', address: { city: 'Wonderland', zip: '12345', }, }; const userCity = userAddressCityLens.get(user); console.log(userCity); // 'Wonderland' const updatedUser = userAddressCityLens.set('Oz', user); console.log(updatedUser); // { name: 'Alice', address: { city: 'Oz', zip: '12345' } }
In this example, composeLenses allows us to create a lens that focuses on the city property inside the address object. This enables nested property access and updates in a modular and reusable way.
Lenses are particularly useful in scenarios where immutability and modular data manipulation are important, such as in state management for front-end applications.
In a React application, lenses can be used to manage state updates in a more functional and predictable manner.
import React, { useState } from 'react'; const App = () => { const [state, setState] = useState({ user: { name: 'Alice', address: { city: 'Wonderland', }, }, }); const userLens = prop('user'); const addressLens = prop('address'); const cityLens = prop('city'); const userAddressCityLens = composeLenses(userLens, composeLenses(addressLens, cityLens)); const updateCity = (newCity) => { const newState = userAddressCityLens.set(newCity, state); setState(newState); }; return (); }; export default App;City: {userAddressCityLens.get(state)}
In this example, we use lenses to modularize the access and update of the nested city property within the React component's state. This approach makes the state updates more predictable and easier to manage.
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