Analysis updated 2026-07-18 · repo last pushed 2017-11-09
Update a deeply nested field, like a city inside an address inside a user profile, without manually copying every layer.
Chain composable optics to navigate and transform complex data structures cleanly.
Filter or transform multiple items in a collection using a single lens-like optic.
Write functional, immutable data transformations instead of verbose boilerplate or mutable updates.
| sh0hei/monocle | cakiki/database | janikdotzel/akka-http-quickstart-scala | |
|---|---|---|---|
| Language | Scala | Scala | Scala |
| Last pushed | 2017-11-09 | 2026-03-13 | 2023-05-19 |
| Maintenance | Dormant | Maintained | Dormant |
| Setup difficulty | moderate | easy | easy |
| Complexity | 3/5 | 2/5 | 2/5 |
| Audience | developer | researcher | developer |
Figures from each repo's GitHub metadata at analysis time.
README is minimal, full usage docs live on the separate documentation website.
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.
A Scala library that lets you read and update fields buried deep inside nested objects without manually rebuilding every layer around them.
Mainly Scala. The stack also includes Scala.
Dormant — no commits in 2+ years (last push 2017-11-09).
Setup difficulty is rated moderate, with roughly 30min to a first successful run.
Mainly developer.
This repo across BitVibe Labs
Verify against the repo before relying on details.