SciMLLogging.jl

A verbosity control system for the SciML ecosystem that provides fine-grained control over logging and messaging in scientific computing workflows.

Features

Fine-grained control: Control individual aspects of logging with specific verbosity settings
Type-safe interface: Leverage Julia's type system for compile-time safety
Zero-cost abstraction: Disabled verbosity has no runtime overhead
Integration with Julia's logging: Built on top of Julia's standard logging infrastructure

Installation

To install SciMLLogging, use the Julia package manager:

using Pkg
Pkg.add("SciMLLogging")

Citation

If you use SciMLLogging.jl in your research, please cite the SciML organization:

@misc{SciMLLogging,
  author = {SciML},
  title = {SciMLLogging.jl: Verbosity Control for Scientific Machine Learning},
  url = {https://github.com/SciML/SciMLLogging.jl},
  version = {v1.0.0},
}

Getting Started

See Getting Started with SciMLLogging.jl for a quick introduction to using SciMLLogging.jl.

Contributing

Please refer to the SciML ColPrac: Contributor's Guide on Collaborative Practices for Community Packages for guidance on PRs, issues, and other matters relating to contributing to SciML.
See the SciML Style Guide for common coding practices and other style decisions.
There are a few community forums for getting help and asking questions:
- The #diffeq-bridged and #sciml-bridged channels in the Julia Slack
- The #diffeq-bridged and #sciml-bridged channels in the Julia Zulip
- On the Julia Discourse forums
- See also SciML Community page

Reproducibility

The documentation of this SciML package was built using these direct dependencies,

Status `~/work/SciMLLogging.jl/SciMLLogging.jl/docs/Project.toml`
  [2569d6c7] ConcreteStructs v0.2.3
  [e30172f5] Documenter v1.16.1
  [a6db7da4] SciMLLogging v1.6.0 `~/work/SciMLLogging.jl/SciMLLogging.jl`

and using this machine and Julia version.

Julia Version 1.12.2
Commit ca9b6662be4 (2025-11-20 16:25 UTC)
Build Info:
  Official https://julialang.org release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
  CPU: 4 × AMD EPYC 7763 64-Core Processor
  WORD_SIZE: 64
  LLVM: libLLVM-18.1.7 (ORCJIT, znver3)
  GC: Built with stock GC
Threads: 1 default, 1 interactive, 1 GC (on 4 virtual cores)

A more complete overview of all dependencies and their versions is also provided.

Status `~/work/SciMLLogging.jl/SciMLLogging.jl/docs/Manifest.toml`
  [a4c015fc] ANSIColoredPrinters v0.0.1
  [1520ce14] AbstractTrees v0.4.5
  [944b1d66] CodecZlib v0.7.8
  [2569d6c7] ConcreteStructs v0.2.3
  [ffbed154] DocStringExtensions v0.9.5
  [e30172f5] Documenter v1.16.1
  [d7ba0133] Git v1.5.0
  [b5f81e59] IOCapture v1.0.0
  [692b3bcd] JLLWrappers v1.7.1
  [682c06a0] JSON v1.3.0
  [0e77f7df] LazilyInitializedFields v1.3.0
  [e6f89c97] LoggingExtras v1.2.0
  [d0879d2d] MarkdownAST v0.1.2
  [69de0a69] Parsers v2.8.3
  [aea7be01] PrecompileTools v1.3.3
  [21216c6a] Preferences v1.5.0
  [2792f1a3] RegistryInstances v0.1.0
  [a6db7da4] SciMLLogging v1.6.0 `~/work/SciMLLogging.jl/SciMLLogging.jl`
  [ec057cc2] StructUtils v2.6.0
  [3bb67fe8] TranscodingStreams v0.11.3
  [2e619515] Expat_jll v2.7.3+0
  [020c3dae] Git_LFS_jll v3.7.0+0
  [f8c6e375] Git_jll v2.52.0+0
  [94ce4f54] Libiconv_jll v1.18.0+0
  [9bd350c2] OpenSSH_jll v10.2.1+0
  [0dad84c5] ArgTools v1.1.2
  [56f22d72] Artifacts v1.11.0
  [2a0f44e3] Base64 v1.11.0
  [ade2ca70] Dates v1.11.0
  [f43a241f] Downloads v1.7.0
  [7b1f6079] FileWatching v1.11.0
  [b77e0a4c] InteractiveUtils v1.11.0
  [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0
  [b27032c2] LibCURL v0.6.4
  [76f85450] LibGit2 v1.11.0
  [8f399da3] Libdl v1.11.0
  [56ddb016] Logging v1.11.0
  [d6f4376e] Markdown v1.11.0
  [ca575930] NetworkOptions v1.3.0
  [44cfe95a] Pkg v1.12.0
  [de0858da] Printf v1.11.0
  [3fa0cd96] REPL v1.11.0
  [9a3f8284] Random v1.11.0
  [ea8e919c] SHA v0.7.0
  [9e88b42a] Serialization v1.11.0
  [6462fe0b] Sockets v1.11.0
  [f489334b] StyledStrings v1.11.0
  [fa267f1f] TOML v1.0.3
  [a4e569a6] Tar v1.10.0
  [8dfed614] Test v1.11.0
  [cf7118a7] UUIDs v1.11.0
  [4ec0a83e] Unicode v1.11.0
  [e66e0078] CompilerSupportLibraries_jll v1.3.0+1
  [deac9b47] LibCURL_jll v8.15.0+0
  [e37daf67] LibGit2_jll v1.9.0+0
  [29816b5a] LibSSH2_jll v1.11.3+1
  [14a3606d] MozillaCACerts_jll v2025.5.20
  [458c3c95] OpenSSL_jll v3.5.4+0
  [efcefdf7] PCRE2_jll v10.44.0+1
  [83775a58] Zlib_jll v1.3.1+2
  [8e850ede] nghttp2_jll v1.64.0+1
  [3f19e933] p7zip_jll v17.7.0+0

You can also download the manifest file and the project file.