This document describes some best practices for collaborating on repositories.
Following these practices makes it easier for contributors (new and old) to understand what is expected of them.
It should be linked to in the README.md.
There are many good practices that this document does not cover.
These include other members of the wider community reviewing pull requests (PRs) they are interested in, and maintainers encouraging and supporting people who open issues to make PRs to solve them.
This document facilitates these other good practices by clarifying what can seem a mysterious process to those who are unfamiliar with it.
This document is also only intended for community practices, it is not suitable for solo projects with one maintainer.
Interactions with people in the community must always follow the community standards,
including in pull requests, issues, and discussions.
- PRs should match the existing code style present in the file.
- PRs affecting the public API, including adding new features, must have docs.
- PRs that change code must have appropriate tests.
- Changes to the code must be made via PR, not pushing to master.
Reviewing, Approving and Merging PRs
- PRs must have 1 approval before they are merged.
- PR authors should not approve their own PRs.
- PRs should pass CI tests before being merged.
- PRs by people without merge rights must have approval from someone who has merge rights (who will usually then merge the PR).
- PRs by people with merge rights must have approval from someone else, who may or may not have merge rights (and then may merge their own PR).
- PRs by people with merge rights should not be merged by people other than the author (just approved).
- A release should be made as soon as possible after a bugfix PR is merged.
- Care and consideration should be given as to when to make a breaking release.
- If the repository is in a state where there are unreleased changes for an extended period of time in preparation for a release, then the version in the Project.toml should be set to the version number of the intended release, with the -DEV suffix.
- The person who merged the PR should register the new release of the package.
Becoming a Collaborator (gaining merge rights)
- Collaborator merge rights are typically assigned at an Organisational level for all repositories in a GitHub organisation, or at a Team level for a subset of repositories.
- Before becoming a collaborator it is usual to:
- contribute several PRs,
- review constructively and kindly several PRs,
- contribute meaningfully to several discussions on issues.
- You may ask to be added as a collaborator.
It is not rude to ask.
ColPrac: Further Guidance
This page offers some further guidance on conventions that can be helpful when collaborating on projects.
This is an expansion on the Collaborative Practices, with more details and extra guidance.
Anything detailed here should be considered less important than the main Collaborative Practices.
Guidance on contributing PRs
- You should usually open an issue about a bug or possible improvement before opening a PR with a solution.
- PRs should do a single thing, so that they are easier to review.
- For example, fix one bug, or update compatibility, rather than fixing a bunch of bugs and updating compatibility and adding a new feature.
- PRs should add tests which cover the new or fixed functionality.
PRs that move code should not also change code, so that they are easier to review.
If only moving code, review for correctness is not required.
If only changing code, then the diff makes it clear what lines have changed.
PRs with large improvements to style should not also change functionality.
- This is to avoid making large diffs that are not the focus of the PR.
- While it is often helpful to fix a few typos in comments on the way past, it is different to using a regex or formatter on the whole project to fix spacing around operators.
- PRs introducing breaking changes should make this clear when opening the PR.
- You should not push commits which commented-out tests.
- If pushing a commit for which a test is broken, use the
- Commenting out tests while developing locally is okay, but committing a commented-out test increases the risk of it silently not being run when it should be.
You should not squash down commits while review is still on-going.
- Squashing commits prevents the reviewer being able to see what commits are added since the last review.
You should help review your PRs, even though you cannot approve your own PRs.
- For instance, start the review process by commenting on why certain bits of the code changed, or highlighting places where you would particularly like reviewer feedback.
Guidance on reviewing, approving and merging PRs
Guidance on Package Releases
Incrementing the package version
- Follow the extension of SemVer 2.0 encoded in Julia package manager Pkg.jl.
- For a version number X.Y.Z, with Major version X, Minor version Y, Patch version Z:
- Post-1.0.0: for breaking changes increment X, for non-breaking new features increment Y, for bug-fixes increment Z.
- Pre-1.0.0: for breaking changes increment Y, for non-breaking (feature or bug-fix) increment Z.
- Introducing deprecations is not breaking; removing deprecations is breaking.
- There is a cost to making breaking releases - downstream packages have to add support for the new version - so there has to be a bigger benefit to making breaking changes.
Unreleased Changes and -DEV
Following the Collaborative Practices, when there are unreleased changes in the repository for an extended period of time the version number in the Project.toml should be suffixed with
This makes it clear that there are unreleased changes.
Which is useful for many things, including quickly understanding why a bug is still occurring, and working out if a bugfix may need to be backported.
Some more details on the use of
Changing dependency compatibility
- Generally changing dependency compatibility should be a non-breaking feature.
- i.e. pre-1.0 change patch version number, post-1.0 change the minor version number.
- For instance, adding or removing compatibility with a particular version of a current dependency, which may or may not require internal code changes.
- This also applies when adding or removing packages as dependencies.
- The new feature in question is the ability to use with a different set of packages.
- Changing a dependency to resolve a bug is a bug-fix.
- i.e. pre/post-1.0 change patch version number.
- For instance, if a bug in a downstream dependency is causing a problem in your package restricting compat to not allow that version would be a bug-fix.
- Changing compatibility with dependencies may be a breaking release, if it breaks the user-facing interface.
That is to say if the dependency’s API leaks into your API.
There are three ways that this can happen:
- Reexporting a function that has changed.
- Returning an object of a type that’s behaviour has changed.
- Subtyping an object that has changed.
Dropping support for earlier versions of Julia
- Changing Julia version compatibility must be a non-breaking feature.
- It cannot alone be breaking, since Julia versions that are now unsupported will just never see this newer package release.
- Tagging the change as a Minor release makes it possible to release backported bug fixes for users stuck on the old Julia version.
For instance, if the current release is
5.4.0 then we can still go back and release
- Dropping support for earlier versions of Julia has a cost - it prevents users on those versions, such as the Long-Term Support version, from using newer releases of your package - so there should usually be a compelling reason to drop support.
Accidental breaking releases
Do not panic, these things sometimes slip through.
It is important to fix it as soon as possible, as otherwise people start using the breaking change, and reverting it later causes more problems (c.f. Murphy’s law).
To fix it:
- Make a PR which reverts the PR that made the breaking change.
- Bump the Patch version number in the Project.toml.
It was a bug that a breaking API change was made, so a Patch release is correct to fix it.
- Merge the PR and release the new version.
Once the change is reverted you can take stock and decide what to do.
There are generally 2 options:
- Make a new PR to reimplement the feature in a non-breaking way.
- Make a new PR which reverts the reversion, bump the version number to signify it as breaking, and release the new breaking version.
Consider a package which is currently on v1.14.2.
I made a PR to add a new feature and tagged release v1.15.0.
The next evening, we get bug reports that the new feature actually broke lots of real uses.
Maybe I changed what I thought was an internal function, but one that was actually part of the public API; maybe I accidentally changed the return type, and that was something people depended on.
Whatever it was, I broke it, and this was not caught in code review.
To fix it, I revert the change, and then tag release v1.15.1.
Hopefully, I also can add a test to prevent that part of the API being broken by mistake.
Now I look at my change again.
If I can add the same functionality in a non-breaking way - for example, make a new internal function for my use - then I would do so and tag v1.15.2 or v1.16.0 depending on what had to change.
If I cannot make an equivalent non-breaking change, then I would have to make the breaking change and tag v2.0.0.
Guidance on automatically enforcing guidelines
Many of these guidelines can and should be enforced automatically.
Changes that are not considered breaking
Everything on this list can, in theory, break users’ code.
However, we consider changes to these things to be non-breaking from the perspective of package versioning.
- Bugs: We may make backwards incompatible behavior changes if the current implementation is clearly broken, that is, if it contradicts the documentation or if a well-understood behavior is not properly implemented due to a bug.
- Internal changes: Non-public API may be changed or removed.
The public API is all exported symbols, plus any unexported symbols that are explicitly documented as part of the public API, for instance documented as part of standard usage in the README or hosted documentation.
- Exception behavior:
- Floating point numerical details: The specific floating point values may change at any time.
Users should rely only on approximate accuracy, numerical stability, or statistical properties, not on the specific bits computed.
New exports: Adding a new export is never considered breaking.
However, one should consider carefully before exporting a commonly used name that might clash with an existing name (especially, if clashing with
- New supertypes:
- A new supertype may be added to an existing hierarchy.
That is, changing
A <: B to
A <: B <: C or
A <: C <: B.
This includes adding a supertype to something without one, i.e. with supertype
Union constant may be replaced by an abstract type that covers all elements of the union.
- Changes to the string representation: The output of
repr on a type may change at any time.
Users should not depend on the exact text, but rather on the meaning of the text.
Changing the string representation often breaks downstream packages tests, because it is hard to write test-cases that depend only on meaning (though unit tests with mocking can be shielded from this kind of breaking).
(This guidance on non-breaking changes is inspired by https://www.tensorflow.org/guide/versions.)
Marking a Repository as following ColPrac:
As mentioned at the top, community repositories following ColPrac, should link to it in their
One way to do that is with a GitHub badge.
[![ColPrac: Contributor's Guide on Collaborative Practices for Community Packages](https://img.shields.io/badge/ColPrac-Contributor's%20Guide-blueviolet)](https://github.com/SciML/ColPrac)
In many-cases ColPrac serves in the places of a
CONTRIBUTING.md, having all the common guidance that you would otherwise put there.
If your package has its own
CONTRIBUTING.md then you should also link to ColPrac there, and indicate how the contents of ColPrac relates to the
For example by stating:
We follow the ColPrac guide for collaborative practices.
New contributor should make sure to read that guide.
Below are some additional practices we follow.