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nf-core/differentialabundance: Contributing Guidelines

Hi there! Many thanks for taking an interest in improving nf-core/differentialabundance.

We try to manage the required tasks for nf-core/differentialabundance using GitHub issues, you probably came to this page when creating one. Please use the pre-filled template to save time.

However, don't be put off by this template - other more general issues and suggestions are welcome! Contributions to the code are even more welcome ;)

Note

If you need help using or modifying nf-core/differentialabundance then the best place to ask is on the nf-core Slack #differentialabundance channel (join our Slack here).

Contribution workflow

If you'd like to write some code for nf-core/differentialabundance, the standard workflow is as follows:

  1. Check that there isn't already an issue about your idea in the nf-core/differentialabundance issues to avoid duplicating work. If there isn't one already, please create one so that others know you're working on this
  2. Fork the nf-core/differentialabundance repository to your GitHub account
  3. Make the necessary changes / additions within your forked repository following Pipeline conventions
  4. Use nf-core pipelines schema build and add any new parameters to the pipeline JSON schema (requires nf-core tools >= 1.10).
  5. Submit a Pull Request against the dev branch and wait for the code to be reviewed and merged

If you're not used to this workflow with git, you can start with some docs from GitHub or even their excellent git resources.

Tests

You have the option to test your changes locally by running the pipeline. For receiving warnings about process selectors and other debug information, it is recommended to use the debug profile. Execute all the tests with the following command:

nf-test test --profile debug,test,docker --verbose

When you create a pull request with changes, GitHub Actions will run automatic tests. Typically, pull-requests are only fully reviewed when these tests are passing, though of course we can help out before then.

There are typically two types of tests that run:

Lint tests

nf-core has a set of guidelines which all pipelines must adhere to. To enforce these and ensure that all pipelines stay in sync, we have developed a helper tool which runs checks on the pipeline code. This is in the nf-core/tools repository and once installed can be run locally with the nf-core pipelines lint <pipeline-directory> command.

If any failures or warnings are encountered, please follow the listed URL for more documentation.

Pipeline tests

Each nf-core pipeline should be set up with a minimal set of test-data. GitHub Actions then runs the pipeline on this data to ensure that it exits successfully. If there are any failures then the automated tests fail. These tests are run both with the latest available version of Nextflow and also the minimum required version that is stated in the pipeline code.

Patch

⚠️ Only in the unlikely and regretful event of a release happening with a bug.

  • On your own fork, make a new branch patch based on upstream/master.
  • Fix the bug, and bump version (X.Y.Z+1).
  • A PR should be made on master from patch to directly this particular bug.

Getting help

For further information/help, please consult the nf-core/differentialabundance documentation and don't hesitate to get in touch on the nf-core Slack #differentialabundance channel (join our Slack here).

Pipeline contribution conventions

To make the nf-core/differentialabundance code and processing logic more understandable for new contributors and to ensure quality, we semi-standardise the way the code and other contributions are written.

Adding a new step

If you wish to contribute a new step, please use the following coding standards:

  1. Define the corresponding input channel into your new process from the expected previous process channel
  2. Write the process block (see below).
  3. Define the output channel if needed (see below).
  4. Add any new parameters to nextflow.config with a default (see below).
  5. Add any new parameters to nextflow_schema.json with help text (via the nf-core pipelines schema build tool).
  6. Add sanity checks and validation for all relevant parameters.
  7. Perform local tests to validate that the new code works as expected.
  8. If applicable, add a new test command in .github/workflow/ci.yml.
  9. Update MultiQC config assets/multiqc_config.yml so relevant suffixes, file name clean up and module plots are in the appropriate order. If applicable, add a MultiQC module.
  10. Add a description of the output files and if relevant any appropriate images from the MultiQC report to docs/output.md.

Default values

Parameters should be initialised / defined with default values in nextflow.config under the params scope.

Once there, use nf-core pipelines schema build to add to nextflow_schema.json.

Default processes resource requirements

Sensible defaults for process resource requirements (CPUs / memory / time) for a process should be defined in conf/base.config. These should generally be specified generic with withLabel: selectors so they can be shared across multiple processes/steps of the pipeline. A nf-core standard set of labels that should be followed where possible can be seen in the nf-core pipeline template, which has the default process as a single core-process, and then different levels of multi-core configurations for increasingly large memory requirements defined with standardised labels.

The process resources can be passed on to the tool dynamically within the process with the ${task.cpus} and ${task.memory} variables in the script: block.

Naming schemes

Please use the following naming schemes, to make it easy to understand what is going where.

  • initial process channel: ch_output_from_<process>
  • intermediate and terminal channels: ch_<previousprocess>_for_<nextprocess>

Nextflow version bumping

If you are using a new feature from core Nextflow, you may bump the minimum required version of nextflow in the pipeline with: nf-core pipelines bump-version --nextflow . [min-nf-version]

Images and figures

For overview images and other documents we follow the nf-core style guidelines and examples.

GitHub Codespaces

This repo includes a devcontainer configuration which will create a GitHub Codespaces for Nextflow development! This is an online developer environment that runs in your browser, complete with VSCode and a terminal.

To get started:

  • Open the repo in Codespaces
  • Tools installed
    • nf-core
    • Nextflow

Devcontainer specs: