whatisgithub

What is monocle?

sh0hei/monocle — explained in plain English

Analysis updated 2026-07-18 · repo last pushed 2017-11-09

ScalaAudience · developerComplexity · 3/5DormantSetup · moderate

In one sentence

A Scala library that lets you read and update fields buried deep inside nested objects without manually rebuilding every layer around them.

Mindmap

mindmap
  root((repo))
    What it does
      Reusable lenses
      Update nested fields
      Avoid boilerplate copies
    Tech stack
      Scala
      Optics
    Use cases
      Update nested objects
      Transform collections
      Functional data updates
    Audience
      Scala developers
    Style
      Functional programming
      Composable pathways

Code map

Detail Auto

An interactive map of this repo's files and how they connect — its source is parsed live in your browser. Click Visualize to build it.

filefunction / class

What do people build with it?

USE CASE 1

Update a deeply nested field, like a city inside an address inside a user profile, without manually copying every layer.

USE CASE 2

Chain composable optics to navigate and transform complex data structures cleanly.

USE CASE 3

Filter or transform multiple items in a collection using a single lens-like optic.

USE CASE 4

Write functional, immutable data transformations instead of verbose boilerplate or mutable updates.

What is it built with?

Scala

How does it compare?

sh0hei/monoclecakiki/databasejanikdotzel/akka-http-quickstart-scala
LanguageScalaScalaScala
Last pushed2017-11-092026-03-132023-05-19
MaintenanceDormantMaintainedDormant
Setup difficultymoderateeasyeasy
Complexity3/52/52/5
Audiencedeveloperresearcherdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · moderate Time to first run · 30min

README is minimal, full usage docs live on the separate documentation website.

So what is it?

Monocle is a Scala library that makes it easier to work with nested data structures. If you've ever found yourself writing tedious code to update a field deep inside an object that's wrapped in other objects, this tool is designed to save you from that pain. Here's the problem it solves: imagine you have a user profile object that contains an address object, which contains a city field. To update just the city, you'd normally have to copy the entire user object, then copy the address object inside it, then finally change the city. It's repetitive and error-prone. Monocle introduces a concept called "optics", think of them as reusable lenses that let you focus on specific parts of your data and modify them without manually reconstructing everything around them. The library provides different tools for different situations. Some optics let you drill down through layers of objects to read or update a single field. Others work with collections, letting you transform multiple items at once or filter based on conditions. Essentially, optics are composable pathways through your data, you can chain them together to navigate complex structures in a clean, readable way. Who uses this? Scala developers building applications with complex data models, things like web backends, data processing pipelines, or any system where you're constantly reading and updating nested information. Instead of writing verbose boilerplate code or relying on mutable updates, they use Monocle to express data transformations in a more functional, maintainable style. The README here is minimal and directs you to the full documentation website for details on how to actually use it. The library itself is fairly mature within the Scala ecosystem and is built around functional programming principles, so it works well if your team already thinks in that style.

Copy-paste prompts

Prompt 1
Show me how to use Monocle to update a nested field inside a Scala case class without manually copying every layer.
Prompt 2
Write a Monocle lens that focuses on a city field nested inside an address inside a user profile.
Prompt 3
Explain how to compose multiple Monocle optics together to navigate a complex nested data structure.
Prompt 4
How do I use Monocle's optics to transform items in a collection functionally in Scala?

Frequently asked questions

What is monocle?

A Scala library that lets you read and update fields buried deep inside nested objects without manually rebuilding every layer around them.

What language is monocle written in?

Mainly Scala. The stack also includes Scala.

Is monocle actively maintained?

Dormant — no commits in 2+ years (last push 2017-11-09).

How hard is monocle to set up?

Setup difficulty is rated moderate, with roughly 30min to a first successful run.

Who is monocle for?

Mainly developer.

Open on GitHub → Ask about another repo

This repo across BitVibe Labs

Verify against the repo before relying on details.