Ramda is a popular functional programming library for JavaScript. It provides a rich set of functions for transforming and manipulating data, with a focus on immutability and simplicity. Unlike many other libraries, Ramda encourages a functional programming style and prioritizes simplicity over complexity.

Ramda can be used with any JavaScript framework, and it has a small size and no dependencies, making it a great choice for use in web applications. It also has a well-documented API, making it easy to get started and learn.

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A practical functional library for JavaScript programmers.

Build Status
npm module
deno land
nest badge

Why Ramda?

There are already several excellent libraries with a functional flavor. Typically, they are meant to be general-purpose toolkits, suitable for working in multiple paradigms. Ramda has a more focused goal. We wanted a library designed specifically for a functional programming style, one that makes it easy to create functional pipelines, one that never mutates user data.

What's Different?

The primary distinguishing features of Ramda are:

  • Ramda emphasizes a purer functional style. Immutability and side-effect free functions
    are at the heart of its design philosophy. This can help you get the job done with simple,
    elegant code.

  • Ramda functions are automatically curried. This allows you to easily build up new functions
    from old ones simply by not supplying the final parameters.

  • The parameters to Ramda functions are arranged to make it convenient for currying. The data
    to be operated on is generally supplied last.

The last two points together make it very easy to build functions as sequences of simpler functions, each of which transforms the data and passes it along to the next. Ramda is designed to support this style of coding.



Using Ramda should feel much like just using JavaScript.
It is practical, functional JavaScript. We're not introducing
lambda expressions in strings, we're not borrowing consed
lists, we're not porting over all of the Clojure functions.

Our basic data structures are plain JavaScript objects, and our
usual collections are JavaScript arrays. We also keep other
native features of JavaScript, such as functions as objects
with properties.

Functional programming is in good part about immutable objects and
side-effect free functions. While Ramda does not enforce this, it
enables such style to be as frictionless as possible.

We aim for an implementation both clean and elegant, but the API is king.
We sacrifice a great deal of implementation elegance for even a slightly
cleaner API.

Last but not least, Ramda strives for performance. A reliable and quick
implementation wins over any notions of functional purity.


To use with node:

$ npm install ramda

Then in the console:

const R = require('ramda');

To use directly in Deno:

import * as R from "https://deno.land/x/ramda@v0.27.2/mod.ts";

or using Nest.land:

import * as R from "https://x.nest.land/ramda@0.27.2/mod.ts";

To use directly in the browser:

<script src="path/to/yourCopyOf/ramda.js"></script>

or the minified version:

<script src="path/to/yourCopyOf/ramda.min.js"></script>

or from a CDN, either cdnjs:

<script src="//cdnjs.cloudflare.com/ajax/libs/ramda/0.29.1/ramda.min.js"></script>

or one of the below links from jsDelivr:

<script src="//cdn.jsdelivr.net/npm/ramda@0.29.1/dist/ramda.min.js"></script>
<script src="//cdn.jsdelivr.net/npm/ramda@latest/dist/ramda.min.js"></script>

(note that using latest is taking a significant risk that ramda API changes could break your code.)

These script tags add the variable R on the browser's global scope.

Or you can inject ramda into virtually any unsuspecting website using the bookmarklet.

Note for versions > 0.25
Ramda versions > 0.25 don't have a default export.
So instead of import R from 'ramda';, one has to use import * as R from 'ramda';
Or better yet, import only the required functions via import { functionName } from 'ramda';

Note for ES6 module and browsers
In order to access to the ES6 module in browsers, one has to provide the content of the es directory (see below for the build instructions) and use import * as R from './node_modules/ramda/es/index.js';


npm run build creates es, src directories and updates both dist/ramda.js and dist/ramda.min.js

Partial Builds

It is possible to build Ramda with a subset of the functionality to reduce its file size. Ramda's build system supports this with command line flags. For example if you're using R.compose, R.reduce, and R.filter you can create a partial build with:

npm run --silent partial-build compose reduce filter > dist/ramda.custom.js

This requires having Node/io.js installed and ramda's dependencies installed (just use npm install before running partial build).


Please review the API documentation.

Also available is our Cookbook of functions built from Ramda that you may find useful.

The Name

Ok, so we like sheep. That's all. It's a short name, not already
taken. It could as easily have been eweda, but then we would be
forced to say eweda lamb!, and no one wants that. For non-English
speakers, lambs are baby sheep, ewes are female sheep, and rams are male
sheep. So perhaps ramda is a grown-up lambda... but probably not.

Running The Test Suite


To run the test suite from the console, you need to have mocha installed:

npm install -g mocha

Then from the root of the project, you can just call


Alternately, if you've installed the dependencies, via:

npm install

then you can run the tests (and get detailed output) by running:

npm test


You can use testem to
test across different browsers (or even headlessly), with livereloading of
tests. Install testem (npm install -g testem) and run testem. Open the
link provided in your browser and you will see the results in your terminal.

If you have PhantomJS installed, you can run testem -l phantomjs to run the
tests completely headlessly.


For v0.25 and up, import the whole library or pick ES modules directly from the library:

import * as R from 'ramda'

const {identity} = R
R.map(identity, [1, 2, 3])

Destructuring imports from ramda does not necessarily prevent importing the entire library. You can manually cherry-pick methods like the following, which would only grab the parts necessary for identity to work:

import identity from 'ramda/src/identity'


Manually cherry picking methods is cumbersome, however. Most bundlers like Webpack and Rollup offer tree-shaking as a way to drop unused Ramda code and reduce bundle size, but their performance varies, discussed here. Here is a summary of the optimal setup based on what technology you are using:

  1. Webpack + Babel - use babel-plugin-ramda to automatically cherry pick methods. Discussion here, example here
  2. Webpack only - use UglifyJS plugin for treeshaking along with the ModuleConcatenationPlugin. Discussion here, with an example setup here
  3. Rollup - does a fine job properly treeshaking, no special work needed; example here




If you wish to donate to Ramda please see our Open Collective page. Thank you!


Thanks to J. C. Phillipps for the Ramda logo.
Ramda logo artwork © 2014 J. C. Phillipps. Licensed Creative Commons
CC BY-NC-SA 3.0.