ClimaDiagnostics.jl

ClimaDiagnostics.jl provides a simple framework to add diagnostics to CliMA simulations.

ClimaDiagnostics.jldefines two important concepts:

• DiagnosticVariable: A recipe to compute a diagnostic from the integrator alongside with names, units, comments.
• ScheduledDiagnostic: When to compute and output the DiagnosticVariable and what type of accumulation to perform.

To add the diagnostics to a simulation from a list of ScheduledDiagnostics, just redefine your integrator with IntegratorWithDiagnostics(integrator, scheduled_diagnostics).

The documentation is rich and comprehensive, please find more information there.

These guidelines aim to ensure consistent code quality, maintainability, and a smooth collaborative workflow for ClimaDiagnostics.jl. Please, read these guidelines even if you are familiar with other CliMA packages as there may be some differences.

We prioritize well-tested code to guarantee ClimaDiagnostics.jl functions reliably. Here are some principles we follow:

This means that:

• All the tests can be run with Pkg.test();
• There are no special tests in the Buildkite pipeline;
• In fact, we use Buildkite only to run Pkg.test() with MPI/GPUs.

While checking in Manifest.toml files ensures reproducibility, it also introduces some nuisance, including:

• lot of git/repository noise just for "up deps";
• multiple environments that have to be managed;
• busywork to keep the manifests updated.

In this repository, we have three environments:

• project,
• documentation,
• buildkite.

The project environment defines the test dependencies in its extras (to reduce the number of environments and to avoid the "cannot merge projects" problem). The buildkite environment, in .buildkite, contains everything that is required to test ClimaDiagnostics.jl in its most general configuration (ie, including CUDA.jl and MPI.jl). As the name suggests, this is the (only) environment used by our Buildkite pipeline.

:note: Please, open an issue if you find workflow problems/friction with this system.

ClimaDiagnostics.jl defines the test dependencies directly in the main Project.toml. This means that the package can be tested simply by running ] test in a Julia REPL, as shown below:

Start a Julia session in the ClimaDignostics directory:

julia --project

Enter Pkg mode by typing ]. This will change the prompt. Run test.

When doing so, Julia will start a new temporary environment where the tests are run in isolation. Tests are running checking for in-bounds and for deprecations, and this can result in code invalidation and new precompilation.

Note, the project environment does not contain the test dependencies. Therefore, you will find that some dependencies are missing if you try "manually" run the test in a REPL. There are two ways around this:

1. Using TestEnv. Install TestEnv in your base environment (julia -e 'using Pkg; Pkg.add("TestEnv")'). Then, when you want to use the test dependencies, activate it from your REPL with using TestEnv; TestEnv.activate(). This will bump you to an environment where the test dependencies are available.
2. Use the .buildkite environment.

:note: Please, open an issue if you find workflow problems/friction with this system.

One of the tests consists in checking that the code is uniformly formatted. We use JuliaFormatter.jl to achieve consistent formatting. Here's how to use it:

You can either install in your base environment with

julia -e 'using Pkg; Pkg.add("JuliaFormatter")'

or use it from within the TestEnv or the .buildkite environments (see previous section).

Then, you can format the package running:

using JuliaFormatter; format(".")

or just with format(".") if the package is already imported.

The rules for formatting are defined in the .JuliaFormatter.toml.

If you are used to formatting from the command line instead of the REPL, you can install JuliaFormatter in your base environment and call

julia -e 'using JuliaFormatter; format(".")'

You could also define a shell alias

alias julia_format_here="julia -e 'using JuliaFormatter; format(\".\")'"

:note: Please, open an issue if you find workflow problems/friction with this system.

Documentation is generated with Documenter.jl. We strive to have complete and up-to-date information.

To generate documentation, run

julia --project=docs docs/make.jl

Please, update the documentation if you add new features or change the behavior of existing ones.

Here's how to structure your contributions effectively:

• Descriptive Title: Briefly summarize the changes your PR introduces. Commit titles should preferably be under 50 characters, start with a capital latter, and use imperative verbs (e.g., "Remove superfluous function call").
• Detailed Description: Explain the purpose of your changes. Focus on the intent.
• Breaking Changes: If your PR introduces breaking changes, highlight them clearly in the description.

Your pull request can contain one or multiple commits. In either cases, it is important that each commit is atomic (meaning that each commit represents a single logical change).

Please, squash commits that represent a single logical change (e.g., do not have two commits when the second just fixes the first).

Pull requests are not merged, but rebased, ensuring a linear history (this is handled automatically by GitHub).