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Specter Alternatives
Similar projects and alternatives to specter
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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referencesource
Source from the Microsoft .NET Reference Source that represent a subset of the .NET Framework
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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twitter-scale-mastodon
Twitter-scale Mastodon implementation in 100x less code than Twitter wrote to build the equivalent
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clojure-dsl-resources
A curated list of Clojure resources for dealing with domain-specific languages.
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crux
Discontinued General purpose bitemporal database for SQL, Datalog & graph queries. Backed by @juxt [Moved to: https://github.com/xtdb/xtdb] (by juxt)
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
specter discussion
specter reviews and mentions
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Why Clojure?
> There is no way to know what's being passed around without reading the source of the whole chain.
But that's not what a Clojure dev would do.
1) We use Malli [0] (or similar) to check specs and coerce types if need.
2) If the coercion is difficult, use something like Meander. [1]
3) If even that isn't straightforward, you need actual logic in the loop, use Spectre. [3]
4) If you're not sure what going on at intermediate steps, use FlowStorm [4].
5) But we've got lots of data we haven't seen before! Use, Malli with test.check and make use of property-based testing with generators.
None of this is "advanced" Clojure, this is bread-and-butter stuff I use every day. Need a Notebook-like experience to get better visualization of intermediate data? Use Clerk [4].
Need special checks on API usage within your codebase? Use clj-kondo [5] with custom linters. They're less than 10 lines each.
Unlike default-mutable languages, or typed, it's safe and easy to use libraries with Clojure and they tend to have very little churn. Total opposite from Python or JavaScript (if you're used to that).
[0] https://github.com/metosin/malli
[1] https://github.com/noprompt/meander
[2] https://github.com/redplanetlabs/specter
[3] https://www.flow-storm.org/
[4] https://clerk.vision/
[5] https://github.com/clj-kondo/clj-kondo
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Rama is a testament to the power of Clojure
> Another example is Specter. Specter is a generically useful library for querying and manipulating data structures
> https://github.com/redplanetlabs/specter/tree/master/src
> MutableCell.Java. 8 years ago
package com.rpl.specter;
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Why your F# evangelism isn't working
If you are truly interested in understanding my point of view -- a great way to do it would be to learn how to use this Clojure DSL: https://github.com/redplanetlabs/specter
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Digging into deeply nested sequence in Clojure
For deeply nested data, use specter https://github.com/redplanetlabs/specter
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Advent of Code inside the REPL
Yes :), I needed a fast dijkstra implementation to solve a puzzle in 2021. A pure clojure implementation was too slow so i built one on top of this https://github.com/redplanetlabs/specter
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Lisp feature - domain specific language
https://github.com/redplanetlabs/specter (very powerful way to express modifications to nested data)
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Working with large maps
Don't forget about specter which is efficient and compact due to its DSL.
- How to modify a nested element of a list
- Making a small change to a big data structure in Clojure
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Nested mapping?
Learn and use specter for nested data manipulation, will take some studying but is a more general solution (https://github.com/redplanetlabs/specter)
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A note from our sponsor - InfluxDB
www.influxdata.com | 16 May 2025
Stats
redplanetlabs/specter is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of specter is Clojure.