Updated nf-core template to 3.0.2

.editorconfig

@@ -8,7 +8,7 @@ trim_trailing_whitespace = true
 indent_size = 4
 indent_style = space
 
-[*.{md,yml,yaml,html,css,scss,js}]
+[*.{md,yml,yaml,html,css,scss,js,cff}]
 indent_size = 2
 
 # These files are edited and tested upstream in nf-core/modules

.github/CONTRIBUTING.md

@@ -16,7 +16,7 @@ If you'd like to write some code for plant-food-research-open/genepal, the stand
 1. Check that there isn't already an issue about your idea in the [plant-food-research-open/genepal issues](https://github.com/plant-food-research-open/genepal/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](https://help.github.com/en/github/getting-started-with-github/fork-a-repo) the [plant-food-research-open/genepal repository](https://github.com/plant-food-research-open/genepal) to your GitHub account
 3. Make the necessary changes / additions within your forked repository following [Pipeline conventions](#pipeline-contribution-conventions)
-4. Use `nf-core schema build` and add any new parameters to the pipeline JSON schema (requires [nf-core tools](https://github.com/nf-core/tools) >= 1.10).
+4. Use `nf-core pipelines schema build` and add any new parameters to the pipeline JSON schema (requires [nf-core tools](https://github.com/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](https://help.github.com/en/github/collaborating-with-issues-and-pull-requests) or even their [excellent `git` resources](https://try.github.io/).
@@ -37,7 +37,7 @@ There are typically two types of tests that run:
 ### Lint tests
 
 `nf-core` has a [set of guidelines](https://nf-co.re/developers/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](https://github.com/nf-core/tools) and once installed can be run locally with the `nf-core lint <pipeline-directory>` command.
+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](https://github.com/nf-core/tools) 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.
 
@@ -68,7 +68,7 @@ If you wish to contribute a new step, please use the following coding standards:
 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 schema build` tool).
+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`.
@@ -79,11 +79,11 @@ If you wish to contribute a new step, please use the following coding standards:
 
 Parameters should be initialised / defined with default values in `nextflow.config` under the `params` scope.
 
-Once there, use `nf-core schema build` to add to `nextflow_schema.json`.
+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](https://github.com/nf-core/tools/blob/master/nf_core/pipeline-template/conf/base.config), 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.
+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](https://github.com/nf-core/tools/blob/main/nf_core/pipeline-template/conf/base.config), 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.
 
@@ -96,7 +96,7 @@ Please use the following naming schemes, to make it easy to understand what is g
 
 ### 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 bump-version --nextflow . [min-nf-version]`
+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
 

.github/ISSUE_TEMPLATE/bug_report.yml

@@ -9,46 +9,34 @@ body:
       description: A clear and concise description of what the bug is.
     validations:
       required: true
+
   - type: textarea
     id: command_used
     attributes:
       label: Command used and terminal output
-      description: Steps to reproduce the behaviour. Please paste the command you used
-        to launch the pipeline and the output from your terminal.
+      description: Steps to reproduce the behaviour. Please paste the command you used to launch the pipeline and the output from your terminal.
       render: console
-      placeholder: "$ nextflow run ...
-
+      placeholder: |
+        $ nextflow run ...
 
         Some output where something broke
 
-        "
   - type: textarea
     id: files
     attributes:
       label: Relevant files
-      description: "Please drag and drop the relevant files here. Create a `.zip` archive
-        if the extension is not allowed.
-
-        Your verbose log file `.nextflow.log` is often useful _(this is a hidden file
-        in the directory where you launched the pipeline)_ as well as custom Nextflow
-        configuration files.
+      description: |
+        Please drag and drop the relevant files here. Create a `.zip` archive if the extension is not allowed.
+        Your verbose log file `.nextflow.log` is often useful _(this is a hidden file in the directory where you launched the pipeline)_ as well as custom Nextflow configuration files.
 
-        "
   - type: textarea
     id: system
     attributes:
       label: System information
-      description: "* Nextflow version _(eg. 23.04.0)_
-
+      description: |
+        * Nextflow version _(eg. 23.04.0)_
         * Hardware _(eg. HPC, Desktop, Cloud)_
-
         * Executor _(eg. slurm, local, awsbatch)_
-
-        * Container engine: _(e.g. Docker, Singularity, Conda, Podman, Shifter, Charliecloud,
-        or Apptainer)_
-
+        * Container engine: _(e.g. Docker, Singularity, Conda, Podman, Shifter, Charliecloud, or Apptainer)_
         * OS _(eg. CentOS Linux, macOS, Linux Mint)_
-
         * Version of plant-food-research-open/genepal _(eg. 1.1, 1.5, 1.8.2)_
-
-        "

.github/PULL_REQUEST_TEMPLATE.md

@@ -16,7 +16,7 @@ Learn more about contributing: [CONTRIBUTING.md](https://github.com/plant-food-r
 - [ ] This comment contains a description of changes (with reason).
 - [ ] If you've fixed a bug or added code that should be tested, add tests!
 - [ ] If you've added a new tool - have you followed the pipeline conventions in the [contribution docs](https://github.com/plant-food-research-open/genepal/tree/master/.github/CONTRIBUTING.md)
-- [ ] Make sure your code lints (`nf-core lint`).
+- [ ] Make sure your code lints (`nf-core pipelines lint`).
 - [ ] Ensure the test suite passes (`nextflow run . -profile test,docker --outdir <OUTDIR>`).
 - [ ] Check for unexpected warnings in debug mode (`nextflow run . -profile debug,test,docker --outdir <OUTDIR>`).
 - [ ] Usage Documentation in `docs/usage.md` is updated.

.github/version_checks.sh

@@ -1,15 +1,24 @@
 #!/usr/bin/env bash
 
-config_version=$(grep -A 10 'manifest {' nextflow.config | sed -n "s/.*version.*= '\(.*\)'.*/\1/p")
+set -euo pipefail
 
-# Check CHANGELOG version
+config_version=$(sed -n "/^\s*version\s*=\s*'/s/version//p" nextflow.config | tr -d "=[:space:]'")
+cff_version=$(sed -n '/^version: /s/version: //p' CITATION.cff | tr -d '[:space:]')
+
+if [[ $config_version != $cff_version ]]; then
+    echo 'config_version != cff_version'
+    exit 1
+fi
 
-head -n 10 CHANGELOG.md | grep "## $config_version - " >/dev/null \
+# Check CHANGELOG version
+head -10 CHANGELOG.md | grep "## v$config_version - " >/dev/null \
     || (echo 'Failed to match CHANGELOG version'; exit 1)
 
-# Check multiqc_config.yml version
-config_version_plain=$(echo $config_version | sed 's/.*\+dev$/dev/; t; s/\+.*//')
-echo "Looking for '$config_version_plain' in multiqc_config.yml"
+# Check .nf-core.yml version
+tail -5 .nf-core.yml | grep "version: $config_version" >/dev/null \
+    || (echo 'Failed to match .nf-core.yml version'; exit 1)
 
+# Check multiqc_config.yml version
+config_version_plain=$(echo $config_version | sed 's/.*\dev$/dev/; t; s/\+.*//')
 head -n 5 assets/multiqc_config.yml | grep "https://github.com/plant-food-research-open/genepal/blob/$config_version_plain/docs/usage.md" >/dev/null \
     || (echo 'Failed to match multiqc_config.yml version'; exit 1)

.github/workflows/ci.yml

@@ -1,12 +1,7 @@
 name: nf-core CI
 # This workflow runs the pipeline with the minimal test dataset to check that it completes without any syntax errors
 on:
-  push:
-    branches:
-      - dev
   pull_request:
-  release:
-    types: [published]
 
 env:
   NXF_ANSI_LOG: false
@@ -18,12 +13,11 @@ concurrency:
 jobs:
   test:
     name: Run pipeline with test data
-    if: "${{ github.event_name != 'push' || (github.event_name == 'push' && github.repository == 'Plant-Food-Research-Open/genepal') }}"
     runs-on: ubuntu-latest
     strategy:
       matrix:
         NXF_VER:
-          - "23.04.0"
+          - "24.04.2"
         TEST_PARAMS:
           - minimal
           - short
@@ -48,11 +42,8 @@ jobs:
         run: |
           nextflow run \
             ${GITHUB_WORKSPACE} \
-            -profile docker \
+            -profile test,docker \
             -params-file \
             ./tests/${{ matrix.TEST_PARAMS }}/params.json \
             ${{ matrix.OPTION_STUB }} \
-            --outdir ./results \
-            --max_cpus 2 \
-            --max_memory '6.GB' \
-            --max_time '2.h'
+            --outdir ./results

.github/workflows/download_pipeline.yml

@@ -1,4 +1,4 @@
-name: Test successful pipeline download with 'nf-core download'
+name: Test successful pipeline download with 'nf-core pipelines download'
 
 # Run the workflow when:
 #  - dispatched manually
@@ -8,7 +8,7 @@ on:
   workflow_dispatch:
     inputs:
       testbranch:
-        description: "The specific branch you wish to utilize for the test execution of nf-core download."
+        description: "The specific branch you wish to utilize for the test execution of nf-core pipelines download."
         required: true
         default: "dev"
   pull_request:
@@ -39,9 +39,11 @@ jobs:
         with:
           python-version: "3.12"
           architecture: "x64"
-      - uses: eWaterCycle/setup-singularity@931d4e31109e875b13309ae1d07c70ca8fbc8537 # v7
+
+      - name: Setup Apptainer
+        uses: eWaterCycle/setup-apptainer@4bb22c52d4f63406c49e94c804632975787312b3 # v2.0.0
         with:
-          singularity-version: 3.8.3
+          apptainer-version: 1.3.4
 
       - name: Install dependencies
         run: |
@@ -54,33 +56,64 @@ jobs:
           echo "REPOTITLE_LOWERCASE=$(basename ${GITHUB_REPOSITORY,,})" >> ${GITHUB_ENV}
           echo "REPO_BRANCH=${{ github.event.inputs.testbranch || 'dev' }}" >> ${GITHUB_ENV}
 
+      - name: Make a cache directory for the container images
+        run: |
+          mkdir -p ./singularity_container_images
+
       - name: Download the pipeline
         env:
-          NXF_SINGULARITY_CACHEDIR: ./
+          NXF_SINGULARITY_CACHEDIR: ./singularity_container_images
         run: |
-          nf-core download ${{ env.REPO_LOWERCASE }} \
+          nf-core pipelines download ${{ env.REPO_LOWERCASE }} \
           --revision ${{ env.REPO_BRANCH }} \
           --outdir ./${{ env.REPOTITLE_LOWERCASE }} \
           --compress "none" \
           --container-system 'singularity' \
-          --container-library "quay.io" -l "docker.io" -l "ghcr.io" \
+          --container-library "quay.io" -l "docker.io" -l "community.wave.seqera.io" \
           --container-cache-utilisation 'amend' \
-          --download-configuration
+          --download-configuration 'yes'
 
       - name: Inspect download
         run: tree ./${{ env.REPOTITLE_LOWERCASE }}
 
+      - name: Count the downloaded number of container images
+        id: count_initial
+        run: |
+          image_count=$(ls -1 ./singularity_container_images | wc -l | xargs)
+          echo "Initial container image count: $image_count"
+          echo "IMAGE_COUNT_INITIAL=$image_count" >> ${GITHUB_ENV}
+
       - name: Run the downloaded pipeline (stub)
         id: stub_run_pipeline
         continue-on-error: true
         env:
-          NXF_SINGULARITY_CACHEDIR: ./
+          NXF_SINGULARITY_CACHEDIR: ./singularity_container_images
           NXF_SINGULARITY_HOME_MOUNT: true
         run: nextflow run ./${{ env.REPOTITLE_LOWERCASE }}/$( sed 's/\W/_/g' <<< ${{ env.REPO_BRANCH }}) -stub -profile test,singularity --outdir ./results
       - name: Run the downloaded pipeline (stub run not supported)
         id: run_pipeline
         if: ${{ job.steps.stub_run_pipeline.status == failure() }}
         env:
-          NXF_SINGULARITY_CACHEDIR: ./
+          NXF_SINGULARITY_CACHEDIR: ./singularity_container_images
           NXF_SINGULARITY_HOME_MOUNT: true
         run: nextflow run ./${{ env.REPOTITLE_LOWERCASE }}/$( sed 's/\W/_/g' <<< ${{ env.REPO_BRANCH }}) -profile test,singularity --outdir ./results
+
+      - name: Count the downloaded number of container images
+        id: count_afterwards
+        run: |
+          image_count=$(ls -1 ./singularity_container_images | wc -l | xargs)
+          echo "Post-pipeline run container image count: $image_count"
+          echo "IMAGE_COUNT_AFTER=$image_count" >> ${GITHUB_ENV}
+
+      - name: Compare container image counts
+        run: |
+          if [ "${{ env.IMAGE_COUNT_INITIAL }}" -ne "${{ env.IMAGE_COUNT_AFTER }}" ]; then
+            initial_count=${{ env.IMAGE_COUNT_INITIAL }}
+            final_count=${{ env.IMAGE_COUNT_AFTER }}
+            difference=$((final_count - initial_count))
+            echo "$difference additional container images were \n downloaded at runtime . The pipeline has no support for offline runs!"
+            tree ./singularity_container_images
+            exit 1
+          else
+            echo "The pipeline can be downloaded successfully!"
+          fi

.github/workflows/linting.yml

@@ -1,6 +1,6 @@
 name: nf-core linting
 # This workflow is triggered on pushes and PRs to the repository.
-# It runs the `nf-core lint` and markdown lint tests to ensure
+# It runs the `nf-core pipelines lint` and markdown lint tests to ensure
 # that the code meets the nf-core guidelines.
 on:
   push:
@@ -41,17 +41,32 @@ jobs:
           python-version: "3.12"
           architecture: "x64"
 
+      - name: read .nf-core.yml
+        uses: pietrobolcato/action-read-yaml@1.1.0
+        id: read_yml
+        with:
+          config: ${{ github.workspace }}/.nf-core.yml
+
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
-          pip install nf-core
+          pip install nf-core==${{ steps.read_yml.outputs['nf_core_version'] }}
+
+      - name: Run nf-core pipelines lint
+        if: ${{ github.base_ref != 'main' }}
+        env:
+          GITHUB_COMMENTS_URL: ${{ github.event.pull_request.comments_url }}
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GITHUB_PR_COMMIT: ${{ github.event.pull_request.head.sha }}
+        run: nf-core -l lint_log.txt pipelines lint --dir ${GITHUB_WORKSPACE} --markdown lint_results.md
 
-      - name: Run nf-core lint
+      - name: Run nf-core pipelines lint --release
+        if: ${{ github.base_ref == 'main' }}
         env:
           GITHUB_COMMENTS_URL: ${{ github.event.pull_request.comments_url }}
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           GITHUB_PR_COMMIT: ${{ github.event.pull_request.head.sha }}
-        run: nf-core -l lint_log.txt lint --dir ${GITHUB_WORKSPACE} --markdown lint_results.md
+        run: nf-core -l lint_log.txt pipelines lint --release --dir ${GITHUB_WORKSPACE} --markdown lint_results.md
 
       - name: Save PR number
         if: ${{ always() }}

.github/workflows/linting_comment.yml

@@ -11,7 +11,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Download lint results
-        uses: dawidd6/action-download-artifact@09f2f74827fd3a8607589e5ad7f9398816f540fe # v3
+        uses: dawidd6/action-download-artifact@bf251b5aa9c2f7eeb574a96ee720e24f801b7c11 # v6
         with:
           workflow: linting.yml
           workflow_conclusion: completed

.gitignore

@@ -1,12 +1,17 @@
 .nextflow*
 work/
 data/
-null/
 results/
 .DS_Store
 testing/
 testing*
 *.pyc
 
+# PFR files
 *.stdout
 *.stderr
+
+# nf-test files
+.nf-test/
+.nf-test.log
+null/

.gitpod.yml

@@ -4,17 +4,14 @@ tasks:
     command: |
       pre-commit install --install-hooks
       nextflow self-update
-  - name: unset JAVA_TOOL_OPTIONS
-    command: |
-      unset JAVA_TOOL_OPTIONS
 
 vscode:
   extensions: # based on nf-core.nf-core-extensionpack
-    - esbenp.prettier-vscode # Markdown/CommonMark linting and style checking for Visual Studio Code
+    #- esbenp.prettier-vscode # Markdown/CommonMark linting and style checking for Visual Studio Code
     - EditorConfig.EditorConfig # override user/workspace settings with settings found in .editorconfig files
     - Gruntfuggly.todo-tree # Display TODO and FIXME in a tree view in the activity bar
     - mechatroner.rainbow-csv # Highlight columns in csv files in different colors
-    # - nextflow.nextflow                    # Nextflow syntax highlighting
+    - nextflow.nextflow # Nextflow syntax highlighting
     - oderwat.indent-rainbow # Highlight indentation level
     - streetsidesoftware.code-spell-checker # Spelling checker for source code
     - charliermarsh.ruff # Code linter Ruff