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nf-core / scdownstream

A single cell transcriptomics pipeline for QC, integration and making the data presentable
https://nf-co.re/scdownstream
MIT License
43 stars 12 forks source link

Add preprocess_only parameter #100

Closed nictru closed 1 month ago

nictru commented 1 month ago

This allows running only the preprocessing steps of the pipeline

github-actions[bot] commented 1 month ago

nf-core lint overall result: Passed :white_check_mark: :warning:

Posted for pipeline commit 0a95f9d

+| ✅ 219 tests passed       |+
!| ❗  13 tests had warnings |!
### :heavy_exclamation_mark: Test warnings: * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found: `conf/igenomes.config` * [readme](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/readme) - README contains the placeholder `zenodo.XXXXXXX`. This should be replaced with the zenodo doi (after the first release). * [pipeline_todos](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/pipeline_todos) - TODO string in `README.md`: _Add citation for pipeline after first release. Uncomment lines below and update Zenodo doi and badge at the top of this file._ * [pipeline_todos](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/pipeline_todos) - TODO string in `README.md`: _Add bibliography of tools and data used in your pipeline_ * [pipeline_todos](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/pipeline_todos) - TODO string in `nextflow.config`: _Specify your pipeline's command line flags_ * [pipeline_todos](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/pipeline_todos) - TODO string in `methods_description_template.yml`: _#Update the HTML below to your preferred methods description, e.g. add publication citation for this pipeline_ * [pipeline_todos](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/pipeline_todos) - TODO string in `base.config`: _Check the defaults for all processes_ * [pipeline_todos](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/pipeline_todos) - TODO string in `base.config`: _Customise requirements for specific processes._ * [pipeline_todos](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/pipeline_todos) - TODO string in `main.nf`: _Optionally add in-text citation tools to this list._ * [pipeline_todos](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/pipeline_todos) - TODO string in `main.nf`: _Optionally add bibliographic entries to this list._ * [pipeline_todos](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/pipeline_todos) - TODO string in `main.nf`: _Only uncomment below if logic in toolCitationText/toolBibliographyText has been filled!_ * [pipeline_todos](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/pipeline_todos) - TODO string in `ci.yml`: _You can customise CI pipeline run tests as required_ * [pipeline_todos](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/pipeline_todos) - TODO string in `awsfulltest.yml`: _You can customise AWS full pipeline tests as required_ ### :white_check_mark: Tests passed: * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.gitattributes` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.gitignore` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.nf-core.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.editorconfig` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.prettierignore` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.prettierrc.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `CHANGELOG.md` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `CITATIONS.md` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `CODE_OF_CONDUCT.md` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `LICENSE` or `LICENSE.md` or `LICENCE` or `LICENCE.md` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `nextflow_schema.json` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `nextflow.config` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `README.md` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.github/.dockstore.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.github/CONTRIBUTING.md` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.github/ISSUE_TEMPLATE/bug_report.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.github/ISSUE_TEMPLATE/config.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.github/ISSUE_TEMPLATE/feature_request.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.github/PULL_REQUEST_TEMPLATE.md` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.github/workflows/branch.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.github/workflows/ci.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.github/workflows/linting_comment.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.github/workflows/linting.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `assets/email_template.html` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `assets/email_template.txt` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `assets/sendmail_template.txt` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `assets/nf-core-scdownstream_logo_light.png` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `conf/modules.config` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `conf/test.config` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `conf/test_full.config` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `docs/images/nf-core-scdownstream_logo_light.png` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `docs/images/nf-core-scdownstream_logo_dark.png` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `docs/output.md` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `docs/README.md` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `docs/README.md` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `docs/usage.md` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `main.nf` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `assets/multiqc_config.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `conf/base.config` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.github/workflows/awstest.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `.github/workflows/awsfulltest.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File found: `modules.json` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `.github/ISSUE_TEMPLATE/bug_report.md` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `.github/ISSUE_TEMPLATE/feature_request.md` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `.github/workflows/push_dockerhub.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `.markdownlint.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `.nf-core.yaml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `.yamllint.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `bin/markdown_to_html.r` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `conf/aws.config` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `docs/images/nf-core-scdownstream_logo.png` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `lib/Checks.groovy` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `lib/Completion.groovy` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `lib/NfcoreTemplate.groovy` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `lib/Utils.groovy` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `lib/Workflow.groovy` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `lib/WorkflowMain.groovy` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `lib/WorkflowScdownstream.groovy` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `parameters.settings.json` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `pipeline_template.yml` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `Singularity` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `lib/nfcore_external_java_deps.jar` * [files_exist](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_exist) - File not found check: `.travis.yml` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `manifest.name` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `manifest.nextflowVersion` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `manifest.description` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `manifest.version` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `manifest.homePage` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `timeline.enabled` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `trace.enabled` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `report.enabled` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `dag.enabled` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `process.cpus` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `process.memory` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `process.time` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `params.outdir` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `params.input` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `params.validationShowHiddenParams` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `params.validationSchemaIgnoreParams` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `manifest.mainScript` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `timeline.file` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `trace.file` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `report.file` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable found: `dag.file` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable (correctly) not found: `params.nf_required_version` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable (correctly) not found: `params.container` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable (correctly) not found: `params.singleEnd` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable (correctly) not found: `params.igenomesIgnore` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable (correctly) not found: `params.name` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable (correctly) not found: `params.enable_conda` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config ``timeline.enabled`` had correct value: ``true`` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config ``report.enabled`` had correct value: ``true`` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config ``trace.enabled`` had correct value: ``true`` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config ``dag.enabled`` had correct value: ``true`` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config ``manifest.name`` began with ``nf-core/`` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable ``manifest.homePage`` began with https://github.com/nf-core/ * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config ``dag.file`` ended with ``.html`` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config variable ``manifest.nextflowVersion`` started with >= or !>= * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config ``manifest.version`` ends in ``dev``: ``1.0dev`` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config `params.custom_config_version` is set to `master` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config `params.custom_config_base` is set to `https://raw.githubusercontent.com/nf-core/configs/master` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Lines for loading custom profiles found * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - nextflow.config contains configuration profile `test` * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.base_label_col= label * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.reference_model_type= scvi * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.preprocess_only= false * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.memory_scale= 1 * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.ambient_removal= decontx * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.doublet_detection= scrublet * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.doublet_detection_threshold= 1 * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.force_obs_cols= * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.integration_methods= scvi * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.integration_hvgs= 10000 * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.clustering_resolutions= 0.5,1.0 * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.cluster_per_label= false * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.cluster_global= true * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.skip_rankgenesgroups= false * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.celltypist_model= * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.cellbender_epochs= 150 * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.var_aggr_method= mean * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.use_gpu= false * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.prep_cellxgene= false * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.custom_config_version= master * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.custom_config_base= https://raw.githubusercontent.com/nf-core/configs/master * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.max_cpus= 16 * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.max_memory= 128.GB * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.max_time= 240.h * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.publish_dir_mode= copy * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.max_multiqc_email_size= 25.MB * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.validate_params= true * [nextflow_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nextflow_config) - Config default value correct: params.pipelines_testdata_base_path= https://raw.githubusercontent.com/nf-core/test-datasets/ * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `.gitattributes` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `.prettierrc.yml` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `CODE_OF_CONDUCT.md` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `LICENSE` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `.github/.dockstore.yml` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `.github/CONTRIBUTING.md` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `.github/ISSUE_TEMPLATE/bug_report.yml` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `.github/ISSUE_TEMPLATE/config.yml` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `.github/ISSUE_TEMPLATE/feature_request.yml` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `.github/PULL_REQUEST_TEMPLATE.md` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `.github/workflows/branch.yml` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `.github/workflows/linting_comment.yml` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `.github/workflows/linting.yml` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `assets/email_template.html` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `assets/email_template.txt` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `assets/sendmail_template.txt` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `assets/nf-core-scdownstream_logo_light.png` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `docs/images/nf-core-scdownstream_logo_light.png` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `docs/images/nf-core-scdownstream_logo_dark.png` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `docs/README.md` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `.gitignore` matches the template * [files_unchanged](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/files_unchanged) - `.prettierignore` matches the template * [actions_ci](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/actions_ci) - '.github/workflows/ci.yml' is triggered on expected events * [actions_ci](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/actions_ci) - '.github/workflows/ci.yml' checks minimum NF version * [actions_awstest](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/actions_awstest) - '.github/workflows/awstest.yml' is triggered correctly * [actions_awsfulltest](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/actions_awsfulltest) - `.github/workflows/awsfulltest.yml` is triggered correctly * [actions_awsfulltest](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/actions_awsfulltest) - `.github/workflows/awsfulltest.yml` does not use `-profile test` * [readme](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/readme) - README Nextflow minimum version badge matched config. Badge: `23.04.0`, Config: `23.04.0` * [pipeline_name_conventions](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/pipeline_name_conventions) - Name adheres to nf-core convention * [template_strings](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/template_strings) - Did not find any Jinja template strings (227 files) * [schema_lint](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/schema_lint) - Schema lint passed * [schema_lint](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/schema_lint) - Schema title + description lint passed * [schema_lint](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/schema_lint) - Input mimetype lint passed: 'text/csv' * [schema_params](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/schema_params) - Schema matched params returned from nextflow config * [system_exit](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/system_exit) - No `System.exit` calls found * [actions_schema_validation](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/actions_schema_validation) - Workflow validation passed: ci.yml * [actions_schema_validation](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/actions_schema_validation) - Workflow validation passed: awsfulltest.yml * [actions_schema_validation](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/actions_schema_validation) - Workflow validation passed: linting_comment.yml * [actions_schema_validation](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/actions_schema_validation) - Workflow validation passed: release-announcements.yml * [actions_schema_validation](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/actions_schema_validation) - Workflow validation passed: linting.yml * [actions_schema_validation](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/actions_schema_validation) - Workflow validation passed: download_pipeline.yml * [actions_schema_validation](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/actions_schema_validation) - Workflow validation passed: awstest.yml * [actions_schema_validation](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/actions_schema_validation) - Workflow validation passed: clean-up.yml * [actions_schema_validation](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/actions_schema_validation) - Workflow validation passed: fix-linting.yml * [actions_schema_validation](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/actions_schema_validation) - Workflow validation passed: branch.yml * [merge_markers](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/merge_markers) - No merge markers found in pipeline files * [modules_json](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_json) - Only installed modules found in `modules.json` * [multiqc_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/multiqc_config) - `assets/multiqc_config.yml` found and not ignored. * [multiqc_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/multiqc_config) - `assets/multiqc_config.yml` contains `report_section_order` * [multiqc_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/multiqc_config) - `assets/multiqc_config.yml` contains `export_plots` * [multiqc_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/multiqc_config) - `assets/multiqc_config.yml` contains `report_comment` * [multiqc_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/multiqc_config) - `assets/multiqc_config.yml` follows the ordering scheme of the minimally required plugins. * [multiqc_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/multiqc_config) - `assets/multiqc_config.yml` contains a matching 'report_comment'. * [multiqc_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/multiqc_config) - `assets/multiqc_config.yml` contains 'export_plots: true'. * [modules_structure](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_structure) - modules directory structure is correct 'modules/nf-core/TOOL/SUBTOOL' * [base_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/base_config) - `conf/base.config` found and not ignored. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `conf/modules.config` found and not ignored. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `ADATA_UNIFY` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `GET_` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `COLLECT_SIZES` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `QC_RAW` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `QC_FILTERED` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `CELDA_DECONTX` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `SOUPX` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `SCANPY_FILTER` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `SCVITOOLS_SOLO` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `SCANPY_SCRUBLET` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `DOUBLETDETECTION` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `SCDS` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `DOUBLET_REMOVAL` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `ADATA_MERGE` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `ADATA_UPSETGENES` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `SCANPY_HVGS` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `SCVITOOLS_SCVI` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `SCVITOOLS_SCANVI` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `SCANPY_HARMONY` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `INTEGRATION_BBKNN` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `SCANPY_COMBAT` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `ADATA_MERGEEMBEDDINGS` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `CELLTYPES_CELLTYPIST` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `SCANPY_NEIGHBORS` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `SCANPY_LEIDEN` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `SCANPY_UMAP` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `SCANPY_PAGA` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `SCANPY_RANKGENESGROUPS` found in `conf/modules.config` and Nextflow scripts. * [modules_config](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/modules_config) - `MULTIQC` found in `conf/modules.config` and Nextflow scripts. * [nfcore_yml](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nfcore_yml) - Repository type in `.nf-core.yml` is valid: `pipeline` * [nfcore_yml](https://nf-co.re/tools/docs/2.14.1/pipeline_lint_tests/nfcore_yml) - nf-core version in `.nf-core.yml` is set to the latest version: `2.14.1` ### Run details * nf-core/tools version 2.14.1 * Run at `2024-10-02 13:58:26`