From ec28eabf873505a56ca83bdb4a40b483fe19014f Mon Sep 17 00:00:00 2001
From: "J. Sebastian Paez" <jspaezp@gmail.com>
Date: Fri, 15 Sep 2023 15:15:11 -0700
Subject: [PATCH 001/264] stuff

---
 modules/local/pmultiqc/main.nf    |  3 ---
 modules/local/sdrfparsing/main.nf | 11 +----------
 2 files changed, 1 insertion(+), 13 deletions(-)

diff --git a/modules/local/pmultiqc/main.nf b/modules/local/pmultiqc/main.nf
index 10dd9c9b..84587bfb 100644
--- a/modules/local/pmultiqc/main.nf
+++ b/modules/local/pmultiqc/main.nf
@@ -34,9 +34,6 @@ process PMULTIQC {
     echo ">>>>>>>>> Experimental Design <<<<<<<<<"
     cat results/*openms_design.tsv
 
-    echo ">>>>>>>>> Experimental Design <<<<<<<<<"
-    cat results/*openms_design.tsv
-
     echo ">>>>>>>>> Running Multiqc <<<<<<<<<"
     multiqc \\
         -f \\
diff --git a/modules/local/sdrfparsing/main.nf b/modules/local/sdrfparsing/main.nf
index 8bed7d64..49390d2f 100644
--- a/modules/local/sdrfparsing/main.nf
+++ b/modules/local/sdrfparsing/main.nf
@@ -23,21 +23,12 @@ process SDRFPARSING {
     """
     ## -t2 since the one-table format parser is broken in OpenMS2.5
     ## -l for legacy behavior to always add sample columns
-    
+
     parse_sdrf convert-openms -t2 -l --extension_convert raw:mzML -s ${sdrf} 2>&1 | tee ${sdrf.baseName}_parsing.log
 
     mv openms.tsv ${sdrf.baseName}_config.tsv
     mv experimental_design.tsv ${sdrf.baseName}_openms_design.tsv
 
-    # Adding here the removal of the .tar, since DIANN takes the .d directly
-    # all logs from the tool match only the .d suffix. so it is easier to
-    # remove it here than doing the forensic tracking back of the file.
-    sed -i -e "s/((.tar)|(.tar.gz))\\t/\\t/g" ${sdrf.baseName}_openms_design.tsv
-
-    # TODO: since I added support for .gz ... how are we aliasing?
-    # if someone packs a .d in a .gz (not .d.gz or .d.tar.gz), how should we
-    # know what extension to keep?
-
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
         sdrf-pipelines: \$(parse_sdrf --version 2>&1 | awk -F ' ' '{print \$2}')

From 17382f09ab574a56891d05d2e4bf66aeb0614816 Mon Sep 17 00:00:00 2001
From: fabianegli <fabian.egli@protonmail.ch>
Date: Thu, 2 Nov 2023 18:04:47 +0100
Subject: [PATCH 002/264] version reset for development

---
 assets/multiqc_config.yml | 4 ++--
 nextflow.config           | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index f8a0113a..783c703e 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -1,7 +1,7 @@
 report_comment: >
-  This report has been generated by the <a href="https://github.com/nf-core/quantms/releases/tag/1.2.0" target="_blank">nf-core/quantms</a>
+  This report has been generated by the <a href="https://github.com/nf-core/quantms/releases/tag/dev" target="_blank">nf-core/quantms</a>
   analysis pipeline. For information about how to interpret these results, please see the
-  <a href="https://nf-co.re/quantms/1.2.0/docs/output" target="_blank">documentation</a>.
+  <a href="https://nf-co.re/quantms/dev/docs/output" target="_blank">documentation</a>.
 report_section_order:
   pmultiqc:
     order: 1
diff --git a/nextflow.config b/nextflow.config
index bda2d480..078a5be8 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -444,7 +444,7 @@ manifest {
     description     = """Quantitative Mass Spectrometry nf-core workflow"""
     mainScript      = 'main.nf'
     nextflowVersion = '!>=23.04.0'
-    version         = '1.2.0'
+    version         = '1.3.0dev'
     doi             = '10.5281/zenodo.7754148'
 }
 

From 89acf99acef3980ce1e264d75ce75bb0942b5b86 Mon Sep 17 00:00:00 2001
From: fabianegli <fabian.egli@protonmail.ch>
Date: Thu, 2 Nov 2023 18:08:25 +0100
Subject: [PATCH 003/264] prepare changelog for next version

---
 CHANGELOG.md | 16 ++++++++++++++--
 1 file changed, 14 insertions(+), 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2b4afbd4..7e9750ef 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,6 +3,20 @@
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [1.3.0dev] nfcore/quantms - [TBD] - Vaduz
+
+### `Added`
+
+### `Changed`
+
+### `Fixed`
+
+### `Dependencies`
+
+### `Parameters`
+
+### `Deprecations`
+
 ## [1.2.0] nfcore/quantms - [11/02/2023] - Thimphu
 
 ### `Added`
@@ -39,8 +53,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - diann_speclib: Path to the spectral library to use in DIA-NN (default: null)
 - convert_dotd: if convert .d file to mzml (default: false)
 
-### `Deprecations`
-
 ## [1.1.1] nfcore/quantms - [03/27/23] - Berlin-Bern
 
 ### `Added`

From c2b4ca41b5b8f588ebcd29c43945e671bdcc39ae Mon Sep 17 00:00:00 2001
From: nf-core-bot <core@nf-co.re>
Date: Tue, 19 Dec 2023 19:45:52 +0000
Subject: [PATCH 004/264] Template update for nf-core/tools version 2.11

---
 .github/CONTRIBUTING.md                       |   3 +
 .github/PULL_REQUEST_TEMPLATE.md              |   1 +
 .github/workflows/ci.yml                      |   2 +-
 .github/workflows/fix-linting.yml             |   4 +-
 .github/workflows/linting.yml                 |  12 +-
 .gitpod.yml                                   |   4 +-
 CHANGELOG.md                                  |   2 +-
 README.md                                     |  17 +--
 assets/multiqc_config.yml                     |   2 +-
 assets/slackreport.json                       |   2 +-
 conf/modules.config                           |   2 +-
 docs/usage.md                                 |   4 +-
 lib/NfcoreTemplate.groovy                     |  32 ++---
 modules.json                                  |   6 +-
 .../dumpsoftwareversions/environment.yml      |   7 ++
 .../custom/dumpsoftwareversions/main.nf       |   6 +-
 .../custom/dumpsoftwareversions/meta.yml      |   7 +-
 .../dumpsoftwareversions/tests/main.nf.test   |  38 ++++++
 .../tests/main.nf.test.snap                   |  27 +++++
 .../dumpsoftwareversions/tests/tags.yml       |   2 +
 modules/nf-core/fastqc/environment.yml        |   7 ++
 modules/nf-core/fastqc/main.nf                |  10 +-
 modules/nf-core/fastqc/meta.yml               |   5 +
 modules/nf-core/fastqc/tests/main.nf.test     | 109 ++++++++++++++++++
 .../nf-core/fastqc/tests/main.nf.test.snap    |  10 ++
 modules/nf-core/fastqc/tests/tags.yml         |   2 +
 modules/nf-core/multiqc/environment.yml       |   7 ++
 modules/nf-core/multiqc/main.nf               |   8 +-
 modules/nf-core/multiqc/meta.yml              |  11 +-
 modules/nf-core/multiqc/tests/main.nf.test    |  63 ++++++++++
 modules/nf-core/multiqc/tests/tags.yml        |   2 +
 nextflow.config                               |  12 +-
 32 files changed, 360 insertions(+), 66 deletions(-)
 create mode 100644 modules/nf-core/custom/dumpsoftwareversions/environment.yml
 create mode 100644 modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test
 create mode 100644 modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/custom/dumpsoftwareversions/tests/tags.yml
 create mode 100644 modules/nf-core/fastqc/environment.yml
 create mode 100644 modules/nf-core/fastqc/tests/main.nf.test
 create mode 100644 modules/nf-core/fastqc/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/fastqc/tests/tags.yml
 create mode 100644 modules/nf-core/multiqc/environment.yml
 create mode 100644 modules/nf-core/multiqc/tests/main.nf.test
 create mode 100644 modules/nf-core/multiqc/tests/tags.yml

diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md
index 01fbda84..cbc724f3 100644
--- a/.github/CONTRIBUTING.md
+++ b/.github/CONTRIBUTING.md
@@ -27,6 +27,9 @@ If you're not used to this workflow with git, you can start with some [docs from
 
 ## Tests
 
+You can optionally test your changes by running the pipeline locally. Then it is recommended to use the `debug` profile to
+receive warnings about process selectors and other debug info. Example: `nextflow run . -profile debug,test,docker --outdir <OUTDIR>`.
+
 When you create a pull request with changes, [GitHub Actions](https://github.com/features/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.
 
diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index d24f1701..e3148c43 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -19,6 +19,7 @@ Learn more about contributing: [CONTRIBUTING.md](https://github.com/nf-core/quan
 - [ ] If necessary, also make a PR on the nf-core/quantms _branch_ on the [nf-core/test-datasets](https://github.com/nf-core/test-datasets) repository.
 - [ ] Make sure your code lints (`nf-core 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.
 - [ ] Output Documentation in `docs/output.md` is updated.
 - [ ] `CHANGELOG.md` is updated.
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 626672ef..8b144343 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -28,7 +28,7 @@ jobs:
           - "latest-everything"
     steps:
       - name: Check out pipeline code
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Install Nextflow
         uses: nf-core/setup-nextflow@v1
diff --git a/.github/workflows/fix-linting.yml b/.github/workflows/fix-linting.yml
index 20f90708..76ff162a 100644
--- a/.github/workflows/fix-linting.yml
+++ b/.github/workflows/fix-linting.yml
@@ -13,7 +13,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       # Use the @nf-core-bot token to check out so we can push later
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
         with:
           token: ${{ secrets.nf_core_bot_auth_token }}
 
@@ -24,7 +24,7 @@ jobs:
         env:
           GITHUB_TOKEN: ${{ secrets.nf_core_bot_auth_token }}
 
-      - uses: actions/setup-node@v3
+      - uses: actions/setup-node@v4
 
       - name: Install Prettier
         run: npm install -g prettier @prettier/plugin-php
diff --git a/.github/workflows/linting.yml b/.github/workflows/linting.yml
index b8bdd214..905c58e4 100644
--- a/.github/workflows/linting.yml
+++ b/.github/workflows/linting.yml
@@ -14,9 +14,9 @@ jobs:
   EditorConfig:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
 
-      - uses: actions/setup-node@v3
+      - uses: actions/setup-node@v4
 
       - name: Install editorconfig-checker
         run: npm install -g editorconfig-checker
@@ -27,9 +27,9 @@ jobs:
   Prettier:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
 
-      - uses: actions/setup-node@v3
+      - uses: actions/setup-node@v4
 
       - name: Install Prettier
         run: npm install -g prettier
@@ -40,7 +40,7 @@ jobs:
   PythonBlack:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
 
       - name: Check code lints with Black
         uses: psf/black@stable
@@ -71,7 +71,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Check out pipeline code
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Install Nextflow
         uses: nf-core/setup-nextflow@v1
diff --git a/.gitpod.yml b/.gitpod.yml
index 25488dcc..acf72695 100644
--- a/.gitpod.yml
+++ b/.gitpod.yml
@@ -4,7 +4,9 @@ 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
     - codezombiech.gitignore # Language support for .gitignore files
diff --git a/CHANGELOG.md b/CHANGELOG.md
index bea749b6..4d35c159 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,7 +3,7 @@
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## v1.2.0dev - [date]
+## v1.3.0dev - [date]
 
 Initial release of nf-core/quantms, created with the [nf-core](https://nf-co.re/) template.
 
diff --git a/README.md b/README.md
index 1af22a17..b953dc98 100644
--- a/README.md
+++ b/README.md
@@ -30,11 +30,8 @@
 
 ## Usage
 
-:::note
-If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how
-to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline)
-with `-profile test` before running the workflow on actual data.
-:::
+> [!NOTE]
+> If you are new to Nextflow and nf-core, please refer to [this page](https://nf-co.re/docs/usage/installation) on how to set-up Nextflow. Make sure to [test your setup](https://nf-co.re/docs/usage/introduction#how-to-run-a-pipeline) with `-profile test` before running the workflow on actual data.
 
 <!-- TODO nf-core: Describe the minimum required steps to execute the pipeline, e.g. how to prepare samplesheets.
      Explain what rows and columns represent. For instance (please edit as appropriate):
@@ -63,11 +60,9 @@ nextflow run nf-core/quantms \
    --outdir <OUTDIR>
 ```
 
-:::warning
-Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those
-provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_;
-see [docs](https://nf-co.re/usage/configuration#custom-configuration-files).
-:::
+> [!WARNING]
+> Please provide pipeline parameters via the CLI or Nextflow `-params-file` option. Custom config files including those provided by the `-c` Nextflow option can be used to provide any configuration _**except for parameters**_;
+> see [docs](https://nf-co.re/usage/configuration#custom-configuration-files).
 
 For more details and further functionality, please refer to the [usage documentation](https://nf-co.re/quantms/usage) and the [parameter documentation](https://nf-co.re/quantms/parameters).
 
@@ -94,7 +89,7 @@ For further information or help, don't hesitate to get in touch on the [Slack `#
 ## Citations
 
 <!-- TODO nf-core: Add citation for pipeline after first release. Uncomment lines below and update Zenodo doi and badge at the top of this file. -->
-<!-- If you use  nf-core/quantms for your analysis, please cite it using the following doi: [10.5281/zenodo.XXXXXX](https://doi.org/10.5281/zenodo.XXXXXX) -->
+<!-- If you use nf-core/quantms for your analysis, please cite it using the following doi: [10.5281/zenodo.XXXXXX](https://doi.org/10.5281/zenodo.XXXXXX) -->
 
 <!-- TODO nf-core: Add bibliography of tools and data used in your pipeline -->
 
diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index f7e0b2a6..ec853946 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -1,5 +1,5 @@
 report_comment: >
-  This report has been generated by the <a href="https://github.com/nf-core/quantms/releases/tag/dev" target="_blank">nf-core/quantms</a>
+  This report has been generated by the <a href="https://github.com/nf-core/quantms/tree/dev" target="_blank">nf-core/quantms</a>
   analysis pipeline. For information about how to interpret these results, please see the
   <a href="https://nf-co.re/quantms/dev/docs/output" target="_blank">documentation</a>.
 report_section_order:
diff --git a/assets/slackreport.json b/assets/slackreport.json
index 5f7ba081..34ac0761 100644
--- a/assets/slackreport.json
+++ b/assets/slackreport.json
@@ -3,7 +3,7 @@
         {
             "fallback": "Plain-text summary of the attachment.",
             "color": "<% if (success) { %>good<% } else { %>danger<%} %>",
-            "author_name": "nf-core/quantms v${version} - ${runName}",
+            "author_name": "nf-core/quantms ${version} - ${runName}",
             "author_icon": "https://www.nextflow.io/docs/latest/_static/favicon.ico",
             "text": "<% if (success) { %>Pipeline completed successfully!<% } else { %>Pipeline completed with errors<% } %>",
             "fields": [
diff --git a/conf/modules.config b/conf/modules.config
index 39e81386..d91c6aba 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -39,7 +39,7 @@ process {
     }
 
     withName: 'MULTIQC' {
-        ext.args   = params.multiqc_title ? "--title \"$params.multiqc_title\"" : ''
+        ext.args   = { params.multiqc_title ? "--title \"$params.multiqc_title\"" : '' }
         publishDir = [
             path: { "${params.outdir}/multiqc" },
             mode: params.publish_dir_mode,
diff --git a/docs/usage.md b/docs/usage.md
index 4208d09a..32058dd7 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -20,7 +20,7 @@ You will need to create a samplesheet with information about the samples you wou
 
 The `sample` identifiers have to be the same when you have re-sequenced the same sample more than once e.g. to increase sequencing depth. The pipeline will concatenate the raw reads before performing any downstream analysis. Below is an example for the same sample sequenced across 3 lanes:
 
-```console
+```csv title="samplesheet.csv"
 sample,fastq_1,fastq_2
 CONTROL_REP1,AEG588A1_S1_L002_R1_001.fastq.gz,AEG588A1_S1_L002_R2_001.fastq.gz
 CONTROL_REP1,AEG588A1_S1_L003_R1_001.fastq.gz,AEG588A1_S1_L003_R2_001.fastq.gz
@@ -33,7 +33,7 @@ The pipeline will auto-detect whether a sample is single- or paired-end using th
 
 A final samplesheet file consisting of both single- and paired-end data may look something like the one below. This is for 6 samples, where `TREATMENT_REP3` has been sequenced twice.
 
-```console
+```csv title="samplesheet.csv"
 sample,fastq_1,fastq_2
 CONTROL_REP1,AEG588A1_S1_L002_R1_001.fastq.gz,AEG588A1_S1_L002_R2_001.fastq.gz
 CONTROL_REP2,AEG588A2_S2_L002_R1_001.fastq.gz,AEG588A2_S2_L002_R2_001.fastq.gz
diff --git a/lib/NfcoreTemplate.groovy b/lib/NfcoreTemplate.groovy
index 01b8653d..e248e4c3 100755
--- a/lib/NfcoreTemplate.groovy
+++ b/lib/NfcoreTemplate.groovy
@@ -4,6 +4,7 @@
 
 import org.yaml.snakeyaml.Yaml
 import groovy.json.JsonOutput
+import nextflow.extension.FilesEx
 
 class NfcoreTemplate {
 
@@ -141,12 +142,14 @@ class NfcoreTemplate {
             try {
                 if (params.plaintext_email) { throw GroovyException('Send plaintext e-mail, not HTML') }
                 // Try to send HTML e-mail using sendmail
+                def sendmail_tf = new File(workflow.launchDir.toString(), ".sendmail_tmp.html")
+                sendmail_tf.withWriter { w -> w << sendmail_html }
                 [ 'sendmail', '-t' ].execute() << sendmail_html
                 log.info "-${colors.purple}[$workflow.manifest.name]${colors.green} Sent summary e-mail to $email_address (sendmail)-"
             } catch (all) {
                 // Catch failures and try with plaintext
                 def mail_cmd = [ 'mail', '-s', subject, '--content-type=text/html', email_address ]
-                if ( mqc_report.size() <= max_multiqc_email_size.toBytes() ) {
+                if ( mqc_report != null && mqc_report.size() <= max_multiqc_email_size.toBytes() ) {
                     mail_cmd += [ '-A', mqc_report ]
                 }
                 mail_cmd.execute() << email_html
@@ -155,14 +158,16 @@ class NfcoreTemplate {
         }
 
         // Write summary e-mail HTML to a file
-        def output_d = new File("${params.outdir}/pipeline_info/")
-        if (!output_d.exists()) {
-            output_d.mkdirs()
-        }
-        def output_hf = new File(output_d, "pipeline_report.html")
+        def output_hf = new File(workflow.launchDir.toString(), ".pipeline_report.html")
         output_hf.withWriter { w -> w << email_html }
-        def output_tf = new File(output_d, "pipeline_report.txt")
+        FilesEx.copyTo(output_hf.toPath(), "${params.outdir}/pipeline_info/pipeline_report.html");
+        output_hf.delete()
+
+        // Write summary e-mail TXT to a file
+        def output_tf = new File(workflow.launchDir.toString(), ".pipeline_report.txt")
         output_tf.withWriter { w -> w << email_txt }
+        FilesEx.copyTo(output_tf.toPath(), "${params.outdir}/pipeline_info/pipeline_report.txt");
+        output_tf.delete()
     }
 
     //
@@ -227,15 +232,14 @@ class NfcoreTemplate {
     // Dump pipeline parameters in a json file
     //
     public static void dump_parameters(workflow, params) {
-        def output_d = new File("${params.outdir}/pipeline_info/")
-        if (!output_d.exists()) {
-            output_d.mkdirs()
-        }
-
         def timestamp  = new java.util.Date().format( 'yyyy-MM-dd_HH-mm-ss')
-        def output_pf  = new File(output_d, "params_${timestamp}.json")
+        def filename   = "params_${timestamp}.json"
+        def temp_pf    = new File(workflow.launchDir.toString(), ".${filename}")
         def jsonStr    = JsonOutput.toJson(params)
-        output_pf.text = JsonOutput.prettyPrint(jsonStr)
+        temp_pf.text   = JsonOutput.prettyPrint(jsonStr)
+
+        FilesEx.copyTo(temp_pf.toPath(), "${params.outdir}/pipeline_info/params_${timestamp}.json")
+        temp_pf.delete()
     }
 
     //
diff --git a/modules.json b/modules.json
index 7046f872..dbd41795 100644
--- a/modules.json
+++ b/modules.json
@@ -7,17 +7,17 @@
                 "nf-core": {
                     "custom/dumpsoftwareversions": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "bba7e362e4afead70653f84d8700588ea28d0f9e",
                         "installed_by": ["modules"]
                     },
                     "fastqc": {
                         "branch": "master",
-                        "git_sha": "bd8092b67b5103bdd52e300f75889442275c3117",
+                        "git_sha": "65ad3e0b9a4099592e1102e92e10455dc661cf53",
                         "installed_by": ["modules"]
                     },
                     "multiqc": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "4ab13872435962dadc239979554d13709e20bf29",
                         "installed_by": ["modules"]
                     }
                 }
diff --git a/modules/nf-core/custom/dumpsoftwareversions/environment.yml b/modules/nf-core/custom/dumpsoftwareversions/environment.yml
new file mode 100644
index 00000000..f0c63f69
--- /dev/null
+++ b/modules/nf-core/custom/dumpsoftwareversions/environment.yml
@@ -0,0 +1,7 @@
+name: custom_dumpsoftwareversions
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::multiqc=1.17
diff --git a/modules/nf-core/custom/dumpsoftwareversions/main.nf b/modules/nf-core/custom/dumpsoftwareversions/main.nf
index ebc87273..7685b33c 100644
--- a/modules/nf-core/custom/dumpsoftwareversions/main.nf
+++ b/modules/nf-core/custom/dumpsoftwareversions/main.nf
@@ -2,10 +2,10 @@ process CUSTOM_DUMPSOFTWAREVERSIONS {
     label 'process_single'
 
     // Requires `pyyaml` which does not have a dedicated container but is in the MultiQC container
-    conda "bioconda::multiqc=1.14"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/multiqc:1.14--pyhdfd78af_0' :
-        'biocontainers/multiqc:1.14--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/multiqc:1.17--pyhdfd78af_0' :
+        'biocontainers/multiqc:1.17--pyhdfd78af_0' }"
 
     input:
     path versions
diff --git a/modules/nf-core/custom/dumpsoftwareversions/meta.yml b/modules/nf-core/custom/dumpsoftwareversions/meta.yml
index c32657de..5f15a5fd 100644
--- a/modules/nf-core/custom/dumpsoftwareversions/meta.yml
+++ b/modules/nf-core/custom/dumpsoftwareversions/meta.yml
@@ -1,4 +1,4 @@
-# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/yaml-schema.json
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/meta-schema.json
 name: custom_dumpsoftwareversions
 description: Custom module used to dump software versions within the nf-core pipeline template
 keywords:
@@ -16,7 +16,6 @@ input:
       type: file
       description: YML file containing software versions
       pattern: "*.yml"
-
 output:
   - yml:
       type: file
@@ -30,7 +29,9 @@ output:
       type: file
       description: File containing software versions
       pattern: "versions.yml"
-
 authors:
   - "@drpatelh"
   - "@grst"
+maintainers:
+  - "@drpatelh"
+  - "@grst"
diff --git a/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test b/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test
new file mode 100644
index 00000000..eec1db10
--- /dev/null
+++ b/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test
@@ -0,0 +1,38 @@
+nextflow_process {
+
+    name "Test Process CUSTOM_DUMPSOFTWAREVERSIONS"
+    script "../main.nf"
+    process "CUSTOM_DUMPSOFTWAREVERSIONS"
+    tag "modules"
+    tag "modules_nfcore"
+    tag "custom"
+    tag "dumpsoftwareversions"
+    tag "custom/dumpsoftwareversions"
+
+    test("Should run without failures") {
+        when {
+            process {
+                """
+                def tool1_version = '''
+                TOOL1:
+                    tool1: 0.11.9
+                '''.stripIndent()
+
+                def tool2_version = '''
+                TOOL2:
+                    tool2: 1.9
+                '''.stripIndent()
+
+                input[0] = Channel.of(tool1_version, tool2_version).collectFile()
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+    }
+}
diff --git a/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test.snap b/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test.snap
new file mode 100644
index 00000000..4274ed57
--- /dev/null
+++ b/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test.snap
@@ -0,0 +1,27 @@
+{
+    "Should run without failures": {
+        "content": [
+            {
+                "0": [
+                    "software_versions.yml:md5,1c851188476409cda5752ce971b20b58"
+                ],
+                "1": [
+                    "software_versions_mqc.yml:md5,2570f4ba271ad08357b0d3d32a9cf84d"
+                ],
+                "2": [
+                    "versions.yml:md5,3843ac526e762117eedf8825b40683df"
+                ],
+                "mqc_yml": [
+                    "software_versions_mqc.yml:md5,2570f4ba271ad08357b0d3d32a9cf84d"
+                ],
+                "versions": [
+                    "versions.yml:md5,3843ac526e762117eedf8825b40683df"
+                ],
+                "yml": [
+                    "software_versions.yml:md5,1c851188476409cda5752ce971b20b58"
+                ]
+            }
+        ],
+        "timestamp": "2023-11-03T14:43:22.157011"
+    }
+}
diff --git a/modules/nf-core/custom/dumpsoftwareversions/tests/tags.yml b/modules/nf-core/custom/dumpsoftwareversions/tests/tags.yml
new file mode 100644
index 00000000..405aa24a
--- /dev/null
+++ b/modules/nf-core/custom/dumpsoftwareversions/tests/tags.yml
@@ -0,0 +1,2 @@
+custom/dumpsoftwareversions:
+  - modules/nf-core/custom/dumpsoftwareversions/**
diff --git a/modules/nf-core/fastqc/environment.yml b/modules/nf-core/fastqc/environment.yml
new file mode 100644
index 00000000..1787b38a
--- /dev/null
+++ b/modules/nf-core/fastqc/environment.yml
@@ -0,0 +1,7 @@
+name: fastqc
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::fastqc=0.12.1
diff --git a/modules/nf-core/fastqc/main.nf b/modules/nf-core/fastqc/main.nf
index 249f9064..9e19a74c 100644
--- a/modules/nf-core/fastqc/main.nf
+++ b/modules/nf-core/fastqc/main.nf
@@ -2,10 +2,10 @@ process FASTQC {
     tag "$meta.id"
     label 'process_medium'
 
-    conda "bioconda::fastqc=0.11.9"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/fastqc:0.11.9--0' :
-        'biocontainers/fastqc:0.11.9--0' }"
+        'https://depot.galaxyproject.org/singularity/fastqc:0.12.1--hdfd78af_0' :
+        'biocontainers/fastqc:0.12.1--hdfd78af_0' }"
 
     input:
     tuple val(meta), path(reads)
@@ -37,7 +37,7 @@ process FASTQC {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        fastqc: \$( fastqc --version | sed -e "s/FastQC v//g" )
+        fastqc: \$( fastqc --version | sed '/FastQC v/!d; s/.*v//' )
     END_VERSIONS
     """
 
@@ -49,7 +49,7 @@ process FASTQC {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        fastqc: \$( fastqc --version | sed -e "s/FastQC v//g" )
+        fastqc: \$( fastqc --version | sed '/FastQC v/!d; s/.*v//' )
     END_VERSIONS
     """
 }
diff --git a/modules/nf-core/fastqc/meta.yml b/modules/nf-core/fastqc/meta.yml
index 4da5bb5a..ee5507e0 100644
--- a/modules/nf-core/fastqc/meta.yml
+++ b/modules/nf-core/fastqc/meta.yml
@@ -50,3 +50,8 @@ authors:
   - "@grst"
   - "@ewels"
   - "@FelixKrueger"
+maintainers:
+  - "@drpatelh"
+  - "@grst"
+  - "@ewels"
+  - "@FelixKrueger"
diff --git a/modules/nf-core/fastqc/tests/main.nf.test b/modules/nf-core/fastqc/tests/main.nf.test
new file mode 100644
index 00000000..b9e8f926
--- /dev/null
+++ b/modules/nf-core/fastqc/tests/main.nf.test
@@ -0,0 +1,109 @@
+nextflow_process {
+
+    name "Test Process FASTQC"
+    script "../main.nf"
+    process "FASTQC"
+    tag "modules"
+    tag "modules_nfcore"
+    tag "fastqc"
+
+    test("Single-Read") {
+
+        when {
+            params {
+                outdir   = "$outputDir"
+            }
+            process {
+                """
+                input[0] = [
+                    [ id: 'test', single_end:true ],
+                    [
+                        file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true)
+                    ]
+                ]
+                """
+            }
+        }
+
+        then {
+            assertAll (
+            { assert process.success },
+            // NOTE The report contains the date inside it, which means that the md5sum is stable per day, but not longer than that. So you can't md5sum it.
+            // looks like this: <div id="header_filename">Mon 2 Oct 2023<br/>test.gz</div>
+            // https://github.com/nf-core/modules/pull/3903#issuecomment-1743620039
+            { assert process.out.html.get(0).get(1) ==~ ".*/test_fastqc.html" },
+            { assert path(process.out.html.get(0).get(1)).getText().contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
+            { assert snapshot(process.out.versions).match("versions") },
+            { assert process.out.zip.get(0).get(1) ==~ ".*/test_fastqc.zip" }
+            )
+        }
+    }
+// TODO
+// //
+// // Test with paired-end data
+// //
+// workflow test_fastqc_paired_end {
+//     input = [
+//                 [id: 'test', single_end: false], // meta map
+//                 [
+//                     file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true),
+//                     file(params.test_data['sarscov2']['illumina']['test_2_fastq_gz'], checkIfExists: true)
+//                 ]
+//             ]
+
+//     FASTQC ( input )
+// }
+
+// //
+// // Test with interleaved data
+// //
+// workflow test_fastqc_interleaved {
+//     input = [
+//                 [id: 'test', single_end: false], // meta map
+//                 file(params.test_data['sarscov2']['illumina']['test_interleaved_fastq_gz'], checkIfExists: true)
+//             ]
+
+//     FASTQC ( input )
+// }
+
+// //
+// // Test with bam data
+// //
+// workflow test_fastqc_bam {
+//     input = [
+//                 [id: 'test', single_end: false], // meta map
+//                 file(params.test_data['sarscov2']['illumina']['test_paired_end_sorted_bam'], checkIfExists: true)
+//             ]
+
+//     FASTQC ( input )
+// }
+
+// //
+// // Test with multiple samples
+// //
+// workflow test_fastqc_multiple {
+//     input = [
+//                 [id: 'test', single_end: false], // meta map
+//                 [
+//                     file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true),
+//                     file(params.test_data['sarscov2']['illumina']['test_2_fastq_gz'], checkIfExists: true),
+//                     file(params.test_data['sarscov2']['illumina']['test2_1_fastq_gz'], checkIfExists: true),
+//                     file(params.test_data['sarscov2']['illumina']['test2_2_fastq_gz'], checkIfExists: true)
+//                 ]
+//             ]
+
+//     FASTQC ( input )
+// }
+
+// //
+// // Test with custom prefix
+// //
+// workflow test_fastqc_custom_prefix {
+//     input = [
+//                 [ id:'mysample', single_end:true ], // meta map
+//                 file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true)
+//             ]
+
+//     FASTQC ( input )
+// }
+}
diff --git a/modules/nf-core/fastqc/tests/main.nf.test.snap b/modules/nf-core/fastqc/tests/main.nf.test.snap
new file mode 100644
index 00000000..636a32ce
--- /dev/null
+++ b/modules/nf-core/fastqc/tests/main.nf.test.snap
@@ -0,0 +1,10 @@
+{
+    "versions": {
+        "content": [
+            [
+                "versions.yml:md5,e1cc25ca8af856014824abd842e93978"
+            ]
+        ],
+        "timestamp": "2023-10-09T23:40:54+0000"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/fastqc/tests/tags.yml b/modules/nf-core/fastqc/tests/tags.yml
new file mode 100644
index 00000000..7834294b
--- /dev/null
+++ b/modules/nf-core/fastqc/tests/tags.yml
@@ -0,0 +1,2 @@
+fastqc:
+  - modules/nf-core/fastqc/**
diff --git a/modules/nf-core/multiqc/environment.yml b/modules/nf-core/multiqc/environment.yml
new file mode 100644
index 00000000..bc0bdb5b
--- /dev/null
+++ b/modules/nf-core/multiqc/environment.yml
@@ -0,0 +1,7 @@
+name: multiqc
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::multiqc=1.18
diff --git a/modules/nf-core/multiqc/main.nf b/modules/nf-core/multiqc/main.nf
index 1fc387be..00cc48d2 100644
--- a/modules/nf-core/multiqc/main.nf
+++ b/modules/nf-core/multiqc/main.nf
@@ -1,10 +1,10 @@
 process MULTIQC {
     label 'process_single'
 
-    conda "bioconda::multiqc=1.14"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/multiqc:1.14--pyhdfd78af_0' :
-        'biocontainers/multiqc:1.14--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/multiqc:1.18--pyhdfd78af_0' :
+        'biocontainers/multiqc:1.18--pyhdfd78af_0' }"
 
     input:
     path  multiqc_files, stageAs: "?/*"
@@ -25,12 +25,14 @@ process MULTIQC {
     def args = task.ext.args ?: ''
     def config = multiqc_config ? "--config $multiqc_config" : ''
     def extra_config = extra_multiqc_config ? "--config $extra_multiqc_config" : ''
+    def logo = multiqc_logo ? /--cl-config 'custom_logo: "${multiqc_logo}"'/ : ''
     """
     multiqc \\
         --force \\
         $args \\
         $config \\
         $extra_config \\
+        $logo \\
         .
 
     cat <<-END_VERSIONS > versions.yml
diff --git a/modules/nf-core/multiqc/meta.yml b/modules/nf-core/multiqc/meta.yml
index f93b5ee5..f1aa660e 100644
--- a/modules/nf-core/multiqc/meta.yml
+++ b/modules/nf-core/multiqc/meta.yml
@@ -1,5 +1,5 @@
-# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/yaml-schema.json
-name: MultiQC
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/meta-schema.json
+name: multiqc
 description: Aggregate results from bioinformatics analyses across many samples into a single report
 keywords:
   - QC
@@ -13,7 +13,6 @@ tools:
       homepage: https://multiqc.info/
       documentation: https://multiqc.info/docs/
       licence: ["GPL-3.0-or-later"]
-
 input:
   - multiqc_files:
       type: file
@@ -31,7 +30,6 @@ input:
       type: file
       description: Optional logo file for MultiQC
       pattern: "*.{png}"
-
 output:
   - report:
       type: file
@@ -54,3 +52,8 @@ authors:
   - "@bunop"
   - "@drpatelh"
   - "@jfy133"
+maintainers:
+  - "@abhi18av"
+  - "@bunop"
+  - "@drpatelh"
+  - "@jfy133"
diff --git a/modules/nf-core/multiqc/tests/main.nf.test b/modules/nf-core/multiqc/tests/main.nf.test
new file mode 100644
index 00000000..c2dad217
--- /dev/null
+++ b/modules/nf-core/multiqc/tests/main.nf.test
@@ -0,0 +1,63 @@
+nextflow_process {
+
+    name "Test Process MULTIQC"
+    script "../main.nf"
+    process "MULTIQC"
+    tag "modules"
+    tag "modules_nfcore"
+    tag "multiqc"
+
+    test("MULTIQC: FASTQC") {
+
+        when {
+            params {
+                outdir = "$outputDir"
+            }
+            process {
+                """
+                input[0] = Channel.of([file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz_fastqc_zip'], checkIfExists: true)])
+                input[1] = []
+                input[2] = []
+                input[3] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert path(process.out.report.get(0)).exists() },
+                { assert path(process.out.data.get(0)).exists() },
+                { assert path(process.out.versions.get(0)).getText().contains("multiqc") }
+            )
+        }
+
+    }
+
+    test("MULTIQC: FASTQC and a config file") {
+
+        when {
+            params {
+                outdir = "$outputDir"
+            }
+            process {
+                """
+                input[0] = Channel.of([file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz_fastqc_zip'], checkIfExists: true)])
+                input[1] = Channel.of(file("https://github.com/nf-core/tools/raw/dev/nf_core/pipeline-template/assets/multiqc_config.yml", checkIfExists: true))
+                input[2] = []
+                input[3] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert path(process.out.report.get(0)).exists() },
+                { assert path(process.out.data.get(0)).exists() },
+                { assert path(process.out.versions.get(0)).getText().contains("multiqc") }
+            )
+        }
+
+    }
+}
diff --git a/modules/nf-core/multiqc/tests/tags.yml b/modules/nf-core/multiqc/tests/tags.yml
new file mode 100644
index 00000000..bea6c0d3
--- /dev/null
+++ b/modules/nf-core/multiqc/tests/tags.yml
@@ -0,0 +1,2 @@
+multiqc:
+  - modules/nf-core/multiqc/**
diff --git a/nextflow.config b/nextflow.config
index bdf91e58..6419ce29 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -14,7 +14,7 @@ params {
     input                      = null
     // References
     genome                     = null
-    igenomes_base              = 's3://ngi-igenomes/igenomes'
+    igenomes_base              = 's3://ngi-igenomes/igenomes/'
     igenomes_ignore            = false
     
 
@@ -82,6 +82,7 @@ profiles {
         dumpHashes             = true
         process.beforeScript   = 'echo $HOSTNAME'
         cleanup                = false
+        nextflow.enable.configProcessNamesValidation = true
     }
     conda {
         conda.enabled          = true
@@ -104,13 +105,13 @@ profiles {
     }
     docker {
         docker.enabled         = true
-        docker.userEmulation   = true
         conda.enabled          = false
         singularity.enabled    = false
         podman.enabled         = false
         shifter.enabled        = false
         charliecloud.enabled   = false
         apptainer.enabled      = false
+        runOptions             = '-u $(id -u):$(id -g)'
     }
     arm {
         docker.runOptions = '-u $(id -u):$(id -g) --platform=linux/amd64'
@@ -181,7 +182,7 @@ singularity.registry = 'quay.io'
 
 // Nextflow plugins
 plugins {
-    id 'nf-validation' // Validation of pipeline parameters and creation of an input channel from a sample sheet
+    id 'nf-validation@1.1.3' // Validation of pipeline parameters and creation of an input channel from a sample sheet
 }
 
 // Load igenomes.config if required
@@ -204,6 +205,9 @@ env {
 // Capture exit codes from upstream processes when piping
 process.shell = ['/bin/bash', '-euo', 'pipefail']
 
+// Disable process selector warnings by default. Use debug profile to enable warnings.
+nextflow.enable.configProcessNamesValidation = false
+
 def trace_timestamp = new java.util.Date().format( 'yyyy-MM-dd_HH-mm-ss')
 timeline {
     enabled = true
@@ -229,7 +233,7 @@ manifest {
     description     = """Quantitative Mass Spectrometry nf-core workflow"""
     mainScript      = 'main.nf'
     nextflowVersion = '!>=23.04.0'
-    version         = '1.2.0dev'
+    version         = '1.3.0dev'
     doi             = ''
 }
 

From c1de1568c1319571a5abcf05eeb20733f932d8fa Mon Sep 17 00:00:00 2001
From: nf-core-bot <core@nf-co.re>
Date: Wed, 20 Dec 2023 15:58:39 +0000
Subject: [PATCH 005/264] Template update for nf-core/tools version 2.11.1

---
 .../{release-announcments.yml => release-announcements.yml}   | 0
 nextflow.config                                               | 4 ++--
 2 files changed, 2 insertions(+), 2 deletions(-)
 rename .github/workflows/{release-announcments.yml => release-announcements.yml} (100%)

diff --git a/.github/workflows/release-announcments.yml b/.github/workflows/release-announcements.yml
similarity index 100%
rename from .github/workflows/release-announcments.yml
rename to .github/workflows/release-announcements.yml
diff --git a/nextflow.config b/nextflow.config
index 6419ce29..7821145d 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -111,10 +111,10 @@ profiles {
         shifter.enabled        = false
         charliecloud.enabled   = false
         apptainer.enabled      = false
-        runOptions             = '-u $(id -u):$(id -g)'
+        docker.runOptions      = '-u $(id -u):$(id -g)'
     }
     arm {
-        docker.runOptions = '-u $(id -u):$(id -g) --platform=linux/amd64'
+        docker.runOptions      = '-u $(id -u):$(id -g) --platform=linux/amd64'
     }
     singularity {
         singularity.enabled    = true

From 7dc473a752789e49e1e9bed71c97d9c905e12934 Mon Sep 17 00:00:00 2001
From: chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Thu, 21 Dec 2023 09:32:29 +0800
Subject: [PATCH 006/264] remove multiqc warning

---
 conf/modules.config | 10 ----------
 1 file changed, 10 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index ba7381ac..1f9ea163 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -35,16 +35,6 @@ process {
             pattern: '*_versions.yml'
         ]
     }
-
-    withName: 'MULTIQC' {
-        ext.args   = params.multiqc_title ? "--title \"$params.multiqc_title\"" : ''
-        publishDir = [
-            path: { "${params.outdir}/multiqc" },
-            mode: params.publish_dir_mode,
-            saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
-        ]
-    }
-
 }
 
 // OPENMSPEAKPICKER

From 6b73dedbcc08e821840b9169a2aed47ef7a73bbc Mon Sep 17 00:00:00 2001
From: chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Thu, 21 Dec 2023 11:24:40 +0800
Subject: [PATCH 007/264] Update CHANGELOG.md

---
 CHANGELOG.md | 1 -
 1 file changed, 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index edaec1e7..919605d5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,7 +3,6 @@
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-
 ## [1.3.0dev] nfcore/quantms - [TBD] - Vaduz
 
 ### `Added`

From 371c9d622621ebf0ebc31acae8d8c0056ae7de2e Mon Sep 17 00:00:00 2001
From: chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Thu, 21 Dec 2023 11:26:46 +0800
Subject: [PATCH 008/264] Update CHANGELOG.md

---
 CHANGELOG.md | 1 -
 1 file changed, 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 919605d5..7e9750ef 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -108,7 +108,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [1.0] nfcore/quantms - [05/02/2022] - Havana
 
-
 Initial release of nf-core/quantms, created with the [nf-core](https://nf-co.re/) template.
 
 ### `Added`

From 23d4e2f5fe54d580fa99ac068c73823883d2c08f Mon Sep 17 00:00:00 2001
From: chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Thu, 21 Dec 2023 11:29:46 +0800
Subject: [PATCH 009/264] remove fastqc

---
 modules/nf-core/fastqc/environment.yml        |   7 --
 modules/nf-core/fastqc/tests/main.nf.test     | 109 ------------------
 .../nf-core/fastqc/tests/main.nf.test.snap    |  10 --
 modules/nf-core/fastqc/tests/tags.yml         |   2 -
 4 files changed, 128 deletions(-)
 delete mode 100644 modules/nf-core/fastqc/environment.yml
 delete mode 100644 modules/nf-core/fastqc/tests/main.nf.test
 delete mode 100644 modules/nf-core/fastqc/tests/main.nf.test.snap
 delete mode 100644 modules/nf-core/fastqc/tests/tags.yml

diff --git a/modules/nf-core/fastqc/environment.yml b/modules/nf-core/fastqc/environment.yml
deleted file mode 100644
index 1787b38a..00000000
--- a/modules/nf-core/fastqc/environment.yml
+++ /dev/null
@@ -1,7 +0,0 @@
-name: fastqc
-channels:
-  - conda-forge
-  - bioconda
-  - defaults
-dependencies:
-  - bioconda::fastqc=0.12.1
diff --git a/modules/nf-core/fastqc/tests/main.nf.test b/modules/nf-core/fastqc/tests/main.nf.test
deleted file mode 100644
index b9e8f926..00000000
--- a/modules/nf-core/fastqc/tests/main.nf.test
+++ /dev/null
@@ -1,109 +0,0 @@
-nextflow_process {
-
-    name "Test Process FASTQC"
-    script "../main.nf"
-    process "FASTQC"
-    tag "modules"
-    tag "modules_nfcore"
-    tag "fastqc"
-
-    test("Single-Read") {
-
-        when {
-            params {
-                outdir   = "$outputDir"
-            }
-            process {
-                """
-                input[0] = [
-                    [ id: 'test', single_end:true ],
-                    [
-                        file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true)
-                    ]
-                ]
-                """
-            }
-        }
-
-        then {
-            assertAll (
-            { assert process.success },
-            // NOTE The report contains the date inside it, which means that the md5sum is stable per day, but not longer than that. So you can't md5sum it.
-            // looks like this: <div id="header_filename">Mon 2 Oct 2023<br/>test.gz</div>
-            // https://github.com/nf-core/modules/pull/3903#issuecomment-1743620039
-            { assert process.out.html.get(0).get(1) ==~ ".*/test_fastqc.html" },
-            { assert path(process.out.html.get(0).get(1)).getText().contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
-            { assert snapshot(process.out.versions).match("versions") },
-            { assert process.out.zip.get(0).get(1) ==~ ".*/test_fastqc.zip" }
-            )
-        }
-    }
-// TODO
-// //
-// // Test with paired-end data
-// //
-// workflow test_fastqc_paired_end {
-//     input = [
-//                 [id: 'test', single_end: false], // meta map
-//                 [
-//                     file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true),
-//                     file(params.test_data['sarscov2']['illumina']['test_2_fastq_gz'], checkIfExists: true)
-//                 ]
-//             ]
-
-//     FASTQC ( input )
-// }
-
-// //
-// // Test with interleaved data
-// //
-// workflow test_fastqc_interleaved {
-//     input = [
-//                 [id: 'test', single_end: false], // meta map
-//                 file(params.test_data['sarscov2']['illumina']['test_interleaved_fastq_gz'], checkIfExists: true)
-//             ]
-
-//     FASTQC ( input )
-// }
-
-// //
-// // Test with bam data
-// //
-// workflow test_fastqc_bam {
-//     input = [
-//                 [id: 'test', single_end: false], // meta map
-//                 file(params.test_data['sarscov2']['illumina']['test_paired_end_sorted_bam'], checkIfExists: true)
-//             ]
-
-//     FASTQC ( input )
-// }
-
-// //
-// // Test with multiple samples
-// //
-// workflow test_fastqc_multiple {
-//     input = [
-//                 [id: 'test', single_end: false], // meta map
-//                 [
-//                     file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true),
-//                     file(params.test_data['sarscov2']['illumina']['test_2_fastq_gz'], checkIfExists: true),
-//                     file(params.test_data['sarscov2']['illumina']['test2_1_fastq_gz'], checkIfExists: true),
-//                     file(params.test_data['sarscov2']['illumina']['test2_2_fastq_gz'], checkIfExists: true)
-//                 ]
-//             ]
-
-//     FASTQC ( input )
-// }
-
-// //
-// // Test with custom prefix
-// //
-// workflow test_fastqc_custom_prefix {
-//     input = [
-//                 [ id:'mysample', single_end:true ], // meta map
-//                 file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true)
-//             ]
-
-//     FASTQC ( input )
-// }
-}
diff --git a/modules/nf-core/fastqc/tests/main.nf.test.snap b/modules/nf-core/fastqc/tests/main.nf.test.snap
deleted file mode 100644
index 636a32ce..00000000
--- a/modules/nf-core/fastqc/tests/main.nf.test.snap
+++ /dev/null
@@ -1,10 +0,0 @@
-{
-    "versions": {
-        "content": [
-            [
-                "versions.yml:md5,e1cc25ca8af856014824abd842e93978"
-            ]
-        ],
-        "timestamp": "2023-10-09T23:40:54+0000"
-    }
-}
\ No newline at end of file
diff --git a/modules/nf-core/fastqc/tests/tags.yml b/modules/nf-core/fastqc/tests/tags.yml
deleted file mode 100644
index 7834294b..00000000
--- a/modules/nf-core/fastqc/tests/tags.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-fastqc:
-  - modules/nf-core/fastqc/**

From 2d4b8362ec4c9aafeaac88fea960ea4430bc246b Mon Sep 17 00:00:00 2001
From: chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sun, 24 Dec 2023 13:45:52 +0800
Subject: [PATCH 010/264] fixed sage cache

---
 subworkflows/local/databasesearchengines.nf | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/subworkflows/local/databasesearchengines.nf b/subworkflows/local/databasesearchengines.nf
index 166be4b2..e0d62bfc 100644
--- a/subworkflows/local/databasesearchengines.nf
+++ b/subworkflows/local/databasesearchengines.nf
@@ -26,9 +26,11 @@ workflow DATABASESEARCHENGINES {
         ch_id_comet = ch_id_comet.mix(SEARCHENGINECOMET.out.id_files_comet)
     }
 
+    // sorted mzmls to generate same batch ids when enable cache
+    ch_mzmls_sorted_search = ch_mzmls_search.collect(flat: false, sort: { a, b -> a[0]["mzml_id"] <=> b[0]["mzml_id"] }).flatMap()
     if (params.search_engines.contains("sage")) {
         cnt = 0
-        ch_meta_mzml_db = ch_mzmls_search.map{ metapart, mzml ->
+        ch_meta_mzml_db = ch_mzmls_sorted_search.map{ metapart, mzml ->
             cnt++
             def groupkey = metapart.labelling_type +
                     metapart.dissociationmethod +

From b3b47e208a580fc601b70c0bed15516823dd5dbc Mon Sep 17 00:00:00 2001
From: chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Tue, 26 Dec 2023 09:48:27 +0800
Subject: [PATCH 011/264] fixed regular match

---
 bin/diann_convert.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/diann_convert.py b/bin/diann_convert.py
index a30e91fc..d86c6bb7 100755
--- a/bin/diann_convert.py
+++ b/bin/diann_convert.py
@@ -825,7 +825,7 @@ def mztab_PSH(report, folder, database):
     def __find_info(directory, n):
         # This line matches n="220101_myfile", folder="." to
         # "myfolder/220101_myfile_ms_info.tsv"
-        files = list(Path(directory).glob(f"*{n}*_info.tsv"))
+        files = list(Path(directory).glob(f"{n}_ms_info.tsv"))
         # Check that it matches one and only one file
         if not files:
             raise ValueError(f"Could not find {n} info file in {directory}")

From 898f721978925571af67466e8b69e76a41220fa1 Mon Sep 17 00:00:00 2001
From: chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Tue, 26 Dec 2023 17:33:02 +0800
Subject: [PATCH 012/264] Update diann_convert.py

---
 bin/diann_convert.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/diann_convert.py b/bin/diann_convert.py
index d86c6bb7..f85e4b10 100755
--- a/bin/diann_convert.py
+++ b/bin/diann_convert.py
@@ -825,7 +825,7 @@ def mztab_PSH(report, folder, database):
     def __find_info(directory, n):
         # This line matches n="220101_myfile", folder="." to
         # "myfolder/220101_myfile_ms_info.tsv"
-        files = list(Path(directory).glob(f"{n}_ms_info.tsv"))
+        files = list(Path(directory).rglob(f"{n}_ms_info.tsv"))
         # Check that it matches one and only one file
         if not files:
             raise ValueError(f"Could not find {n} info file in {directory}")

From e80ba583e2a8c595df77ed24d7fa6d0452bb85e9 Mon Sep 17 00:00:00 2001
From: chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Wed, 27 Dec 2023 15:56:41 +0800
Subject: [PATCH 013/264] fixed schema json

---
 nextflow.config      | 2 +-
 nextflow_schema.json | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index ba0433fb..12b1f549 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -62,7 +62,7 @@ params {
 
     // Isobaric analyses
     labelling_type              = null
-    reference_channel           = 126
+    reference_channel           = '126'
     min_precursor_intensity     = 1.0
     reporter_mass_shift         = 0.002
     select_activation           = 'HCD'
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 51b4da14..4a080018 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -624,10 +624,10 @@
                     "help_text": "The normalization is done by using the Median of Ratios. Also the ratios the medians is provided as control measure."
                 },
                 "reference_channel": {
-                    "type": "integer",
+                    "type": "string",
                     "description": "The reference channel, e.g. for calculating ratios.",
                     "fa_icon": "fas fa-list-ol",
-                    "default": 126
+                    "default": "126"
                 },
                 "iso_debug": {
                     "type": "integer",

From b1cee7090701ef28c389f2268e498183ad5f18ec Mon Sep 17 00:00:00 2001
From: "J. Sebastian Paez" <jspaezp@gmail.com>
Date: Mon, 8 Jan 2024 20:30:34 -0600
Subject: [PATCH 014/264] first branch commit

---
 .../local/diann_preliminary_analysis/main.nf  | 10 +-
 nextflow_schema.json                          | 14 +++
 workflows/dia.nf                              | 96 ++++++++++++-------
 3 files changed, 81 insertions(+), 39 deletions(-)

diff --git a/modules/local/diann_preliminary_analysis/main.nf b/modules/local/diann_preliminary_analysis/main.nf
index 997d01a4..4dfa97db 100644
--- a/modules/local/diann_preliminary_analysis/main.nf
+++ b/modules/local/diann_preliminary_analysis/main.nf
@@ -22,8 +22,12 @@ process DIANN_PRELIMINARY_ANALYSIS {
 
     // I am using here the ["key"] syntax, since the preprocessed meta makes
     // was evaluating to null when using the dot notation.
-    mass_acc_ms1 = meta['precursormasstoleranceunit'].toLowerCase().endsWith('ppm') ? meta['precursormasstolerance'] : 5
-    mass_acc_ms2 = meta['fragmentmasstoleranceunit'].toLowerCase().endsWith('ppm') ? meta['fragmentmasstolerance'] : 13
+    mass_acc_ms1 = meta['precursormasstoleranceunit']
+        .toLowerCase()
+        .endsWith('ppm') ? meta['precursormasstolerance'] : 5
+    mass_acc_ms2 = meta['fragmentmasstoleranceunit']
+        .toLowerCase()
+        .endsWith('ppm') ? meta['fragmentmasstolerance'] : 13
 
     if (params.mass_acc_automatic) {
         mass_acc = '--quick-mass-acc --individual-mass-acc'
@@ -39,6 +43,8 @@ process DIANN_PRELIMINARY_ANALYSIS {
     # Precursor Tolerance unit was: ${meta['precursormasstoleranceunit']}
     # Fragment Tolerance unit was: ${meta['fragmentmasstoleranceunit']}
 
+    # Final mas accuracy is '${mass_acc}'
+
     diann   --lib ${predict_library} \\
             --f ${ms_file} \\
             --threads ${task.cpus} \\
diff --git a/nextflow_schema.json b/nextflow_schema.json
index b0cb1136..c387842a 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -926,6 +926,20 @@
                     "help_text": "If passed, will use that spectral library to carry out the DIA-NN search, instead of predicting one from the fasta file.",
                     "hidden": false
                 },
+                "skip_preliminary_analysis": {
+                    "type": "boolean",
+                    "description": "Skip the preliminary analysis step, thus use the passed spectral library as-is insted of generating a local concensus library.",
+                    "fa_icon": "fas fa-forward",
+                    "default": false,
+                    "hidden": false
+                },
+                "empirical_assembly_log": {
+                    "type": "string",
+                    "description": "The log file for the empirical assembly, Only used if `--skip_preliminary_analysis` is set to `true` and `--diann_speclib` is passed. If passed, will use that log file to carry out the DIA-NN search, instead of running a preliminary search.",
+                    "fa_icon": "fas fa-file",
+                    "help_text": "If passed, will use that log file to carry out the DIA-NN search, instead of predicting one from the fasta file.",
+                    "hidden": false
+                },
                 "diann_debug": {
                     "type": "integer",
                     "description": "Debug level",
diff --git a/workflows/dia.nf b/workflows/dia.nf
index 506d646d..e5394f1d 100644
--- a/workflows/dia.nf
+++ b/workflows/dia.nf
@@ -33,7 +33,7 @@ workflow DIA {
     take:
     ch_file_preparation_results
     ch_expdesign
-    ch_mzml_info
+    ch_ms_info
 
     main:
 
@@ -44,68 +44,87 @@ workflow DIA {
         result ->
         meta:   preprocessed_meta(result[0])
         ms_file:result[1]
-        }
+    }
         .set { ch_result }
 
     meta = ch_result.meta.unique { it[0] }
 
     DIANNCFG(meta)
-    ch_software_versions = ch_software_versions.mix(DIANNCFG.out.version.ifEmpty(null))
+    ch_software_versions = ch_software_versions
+        .mix(DIANNCFG.out.version.ifEmpty(null))
 
     //
     // MODULE: SILICOLIBRARYGENERATION
     //
-    if (params.diann_speclib) {
+    if (params.diann_speclib != null) {
         speclib = Channel.fromPath(params.diann_speclib)
     } else {
         SILICOLIBRARYGENERATION(ch_searchdb, DIANNCFG.out.diann_cfg)
         speclib = SILICOLIBRARYGENERATION.out.predict_speclib
     }
 
-    //
-    // MODULE: DIANN_PRELIMINARY_ANALYSIS
-    //
-    DIANN_PRELIMINARY_ANALYSIS(ch_file_preparation_results.combine(speclib))
-    ch_software_versions = ch_software_versions.mix(DIANN_PRELIMINARY_ANALYSIS.out.version.ifEmpty(null))
-
-    //
-    // MODULE: ASSEMBLE_EMPIRICAL_LIBRARY
-    //
-    // Order matters in DIANN, This shoudl be sorted for reproducible results.
-    ASSEMBLE_EMPIRICAL_LIBRARY(
-        ch_result.ms_file.collect(),
-        meta,
-        DIANN_PRELIMINARY_ANALYSIS.out.diann_quant.collect(),
-        speclib
-    )
-    ch_software_versions = ch_software_versions.mix(ASSEMBLE_EMPIRICAL_LIBRARY.out.version.ifEmpty(null))
+    if (params.skip_preliminary_analysis) {
+        assembly_log = Channel.fromPath(params.empirical_assembly_log)
+        empirical_library = Channel.fromPath(params.diann_speclib)
+        indiv_fin_analysis_in = ch_file_preparation_results.combine(ch_searchdb)
+            .combine(assembly_log)
+            .combine(empirical_library)
+    } else {
+        //
+        // MODULE: DIANN_PRELIMINARY_ANALYSIS
+        //
+        DIANN_PRELIMINARY_ANALYSIS(ch_file_preparation_results.combine(speclib))
+        ch_software_versions = ch_software_versions
+            .mix(DIANN_PRELIMINARY_ANALYSIS.out.version.ifEmpty(null))
+
+        //
+        // MODULE: ASSEMBLE_EMPIRICAL_LIBRARY
+        //
+        // Order matters in DIANN, This shoudl be sorted for reproducible results.
+        ASSEMBLE_EMPIRICAL_LIBRARY(
+            ch_result.ms_file.collect(),
+            meta,
+            DIANN_PRELIMINARY_ANALYSIS.out.diann_quant.collect(),
+            speclib
+        )
+        ch_software_versions = ch_software_versions
+            .mix(ASSEMBLE_EMPIRICAL_LIBRARY.out.version.ifEmpty(null))
+        indiv_fin_analysis_in = ch_file_preparation_results
+            .combine(ch_searchdb)
+            .combine(ASSEMBLE_EMPIRICAL_LIBRARY.out.log)
+            .combine(ASSEMBLE_EMPIRICAL_LIBRARY.out.empirical_library)
+    }
 
     //
     // MODULE: INDIVIDUAL_FINAL_ANALYSIS
     //
-    INDIVIDUAL_FINAL_ANALYSIS(
-        ch_file_preparation_results
-        .combine(ch_searchdb)
-        .combine(ASSEMBLE_EMPIRICAL_LIBRARY.out.log)
-        .combine(ASSEMBLE_EMPIRICAL_LIBRARY.out.empirical_library)
-    )
-    ch_software_versions = ch_software_versions.mix(INDIVIDUAL_FINAL_ANALYSIS.out.version.ifEmpty(null))
+    INDIVIDUAL_FINAL_ANALYSIS(indiv_fin_analysis_in)
+    ch_software_versions = ch_software_versions
+        .mix(INDIVIDUAL_FINAL_ANALYSIS.out.version.ifEmpty(null))
 
     //
     // MODULE: DIANNSUMMARY
     //
     // Order matters in DIANN, This should be sorted for reproducible results.
-    // NOTE: I am getting here the names of the ms files, not the path.
-    // Since the next step only needs the name (since it uses the cached .quant)
-    // Also note that I am converting to a file object here because when executing
+    // NOTE: ch_results.ms_file contains the name of the ms file, not the path.
+    // The next step only needs the name (since it uses the cached .quant)
+    // Converting to a file object and using its name is necessary because ch_result.ms_file contains
     // locally, evey element in ch_result is a string, whilst on cloud it is a path.
     ch_result
         .ms_file.map { msfile -> file(msfile).getName() }
         .collect()
         .set { ms_file_names }
-    DIANNSUMMARY(ms_file_names, meta, ASSEMBLE_EMPIRICAL_LIBRARY.out.empirical_library,
-                    INDIVIDUAL_FINAL_ANALYSIS.out.diann_quant.collect(), ch_searchdb)
-    ch_software_versions = ch_software_versions.mix(DIANNSUMMARY.out.version.ifEmpty(null))
+
+    DIANNSUMMARY(
+        ms_file_names,
+        meta,
+        ASSEMBLE_EMPIRICAL_LIBRARY.out.empirical_library,
+        INDIVIDUAL_FINAL_ANALYSIS.out.diann_quant.collect(),
+        ch_searchdb)
+
+    ch_software_versions = ch_software_versions.mix(
+        DIANNSUMMARY.out.version.ifEmpty(null)
+    )
 
     //
     // MODULE: DIANNCONVERT
@@ -113,12 +132,13 @@ workflow DIA {
     DIANNCONVERT(
         DIANNSUMMARY.out.main_report, ch_expdesign,
         DIANNSUMMARY.out.pg_matrix,
-        DIANNSUMMARY.out.pr_matrix, ch_mzml_info,
+        DIANNSUMMARY.out.pr_matrix, ch_ms_info,
         meta,
         ch_searchdb,
         DIANNSUMMARY.out.version
     )
-    ch_software_versions = ch_software_versions.mix(DIANNCONVERT.out.version.ifEmpty(null))
+    ch_software_versions = ch_software_versions
+        .mix(DIANNCONVERT.out.version.ifEmpty(null))
 
     //
     // MODULE: MSSTATS
@@ -126,7 +146,9 @@ workflow DIA {
     if (!params.skip_post_msstats) {
         MSSTATS(DIANNCONVERT.out.out_msstats)
         ch_msstats_out = MSSTATS.out.msstats_csv
-        ch_software_versions = ch_software_versions.mix(MSSTATS.out.version.ifEmpty(null))
+        ch_software_versions = ch_software_versions.mix(
+            MSSTATS.out.version.ifEmpty(null)
+        )
     }
 
     emit:

From 0bbfaaf0d171bcad8d1d9828071c3c975d4701e6 Mon Sep 17 00:00:00 2001
From: "J. Sebastian Paez" <jspaezp@gmail.com>
Date: Mon, 8 Jan 2024 22:08:55 -0600
Subject: [PATCH 015/264] added params

---
 nextflow.config | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/nextflow.config b/nextflow.config
index 32315c14..6acf3fd5 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -171,6 +171,10 @@ params {
     species_genes           = false
     diann_normalize         = true
     diann_speclib           = ''
+    
+    /// DIA-NN: Extras
+    skip_preliminary_analysis: false
+    empirical_assembly_log: ''
 
     // MSstats general options
     msstats_remove_one_feat_prot    = true

From 0c12076bf370d5cd297e1e69c120396c33c406ef Mon Sep 17 00:00:00 2001
From: "J. Sebastian Paez" <jspaezp@gmail.com>
Date: Mon, 8 Jan 2024 22:31:12 -0600
Subject: [PATCH 016/264] fixed unused reference

---
 workflows/dia.nf | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/workflows/dia.nf b/workflows/dia.nf
index e5394f1d..c7dae841 100644
--- a/workflows/dia.nf
+++ b/workflows/dia.nf
@@ -69,6 +69,8 @@ workflow DIA {
         indiv_fin_analysis_in = ch_file_preparation_results.combine(ch_searchdb)
             .combine(assembly_log)
             .combine(empirical_library)
+
+        empirical_lib = empirical_library
     } else {
         //
         // MODULE: DIANN_PRELIMINARY_ANALYSIS
@@ -93,6 +95,9 @@ workflow DIA {
             .combine(ch_searchdb)
             .combine(ASSEMBLE_EMPIRICAL_LIBRARY.out.log)
             .combine(ASSEMBLE_EMPIRICAL_LIBRARY.out.empirical_library)
+
+        
+        empirical_lib = ASSEMBLE_EMPIRICAL_LIBRARY.out.empirical_library,
     }
 
     //
@@ -118,7 +123,7 @@ workflow DIA {
     DIANNSUMMARY(
         ms_file_names,
         meta,
-        ASSEMBLE_EMPIRICAL_LIBRARY.out.empirical_library,
+        empirical_lib.out.empirical_library,
         INDIVIDUAL_FINAL_ANALYSIS.out.diann_quant.collect(),
         ch_searchdb)
 

From 2ab21a32b4f21a4c17e253c05fe6a9cbd1d7048f Mon Sep 17 00:00:00 2001
From: "J. Sebastian Paez" <jspaezp@gmail.com>
Date: Mon, 8 Jan 2024 22:36:51 -0600
Subject: [PATCH 017/264] trailing comma

---
 workflows/dia.nf | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/workflows/dia.nf b/workflows/dia.nf
index c7dae841..a3e09345 100644
--- a/workflows/dia.nf
+++ b/workflows/dia.nf
@@ -96,8 +96,7 @@ workflow DIA {
             .combine(ASSEMBLE_EMPIRICAL_LIBRARY.out.log)
             .combine(ASSEMBLE_EMPIRICAL_LIBRARY.out.empirical_library)
 
-        
-        empirical_lib = ASSEMBLE_EMPIRICAL_LIBRARY.out.empirical_library,
+        empirical_lib = ASSEMBLE_EMPIRICAL_LIBRARY.out.empirical_library
     }
 
     //

From 4217740d86bfb73261c9d5790a3f547fac630587 Mon Sep 17 00:00:00 2001
From: "J. Sebastian Paez" <jspaezp@gmail.com>
Date: Mon, 8 Jan 2024 22:41:03 -0600
Subject: [PATCH 018/264] stuff

---
 workflows/dia.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/workflows/dia.nf b/workflows/dia.nf
index a3e09345..0f703620 100644
--- a/workflows/dia.nf
+++ b/workflows/dia.nf
@@ -122,7 +122,7 @@ workflow DIA {
     DIANNSUMMARY(
         ms_file_names,
         meta,
-        empirical_lib.out.empirical_library,
+        empirical_lib,
         INDIVIDUAL_FINAL_ANALYSIS.out.diann_quant.collect(),
         ch_searchdb)
 

From 4b0badcdc419a463e0b2fe33e7b11d236e3ff32d Mon Sep 17 00:00:00 2001
From: "J. Sebastian Paez" <jspaezp@gmail.com>
Date: Tue, 9 Jan 2024 09:45:13 -0600
Subject: [PATCH 019/264] added node modules to gitignore

---
 .gitignore | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitignore b/.gitignore
index 534477da..a05d861e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -12,3 +12,4 @@ testing*
 /build/
 results*/
 venv/
+node_modules

From 94e6d16288233aa34e46262a3398e143148ae8c9 Mon Sep 17 00:00:00 2001
From: "J. Sebastian Paez" <jspaezp@gmail.com>
Date: Tue, 9 Jan 2024 10:54:57 -0600
Subject: [PATCH 020/264] rolled back sdrf parsing

---
 modules/local/sdrfparsing/main.nf | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/modules/local/sdrfparsing/main.nf b/modules/local/sdrfparsing/main.nf
index c68fc29c..2f7989bb 100644
--- a/modules/local/sdrfparsing/main.nf
+++ b/modules/local/sdrfparsing/main.nf
@@ -28,9 +28,12 @@ process SDRFPARSING {
     ## -t2 since the one-table format parser is broken in OpenMS2.5
     ## -l for legacy behavior to always add sample columns
 
-    # --extension_convert raw:mzML$extensionconversions  # JSP- Leaving here for reference while testing, remove before merging.
-    # Also remove the definition of extensionconversions above ....
-    parse_sdrf convert-openms -t2 -l --extension_convert raw:mzML -s ${sdrf} 2>&1 | tee ${sdrf.baseName}_parsing.log
+    parse_sdrf convert-openms \\
+        -t2 -l \\
+        --extension_convert raw:mzML$extensionconversions \\
+        -s ${sdrf} \\
+        $args \\
+        2>&1 | tee ${sdrf.baseName}_parsing.log
 
     mv openms.tsv ${sdrf.baseName}_config.tsv
     mv experimental_design.tsv ${sdrf.baseName}_openms_design.tsv

From 639e507cbbbd9ca2ccdfe53cdac96fb3bc8340d5 Mon Sep 17 00:00:00 2001
From: "J. Sebastian Paez" <jspaezp@gmail.com>
Date: Tue, 9 Jan 2024 13:44:49 -0600
Subject: [PATCH 021/264] removed accidental file

---
 package-lock.json | 2330 ---------------------------------------------
 1 file changed, 2330 deletions(-)
 delete mode 100644 package-lock.json

diff --git a/package-lock.json b/package-lock.json
deleted file mode 100644
index 8d8e9ac9..00000000
--- a/package-lock.json
+++ /dev/null
@@ -1,2330 +0,0 @@
-{
-    "name": "quantms",
-    "lockfileVersion": 3,
-    "requires": true,
-    "packages": {
-        "": {
-            "dependencies": {
-                "eclint": "^2.8.1",
-                "editorconfig-checker": "^5.1.1"
-            }
-        },
-        "node_modules/ansi-colors": {
-            "version": "1.1.0",
-            "resolved": "https://registry.npmjs.org/ansi-colors/-/ansi-colors-1.1.0.tgz",
-            "integrity": "sha512-SFKX67auSNoVR38N3L+nvsPjOE0bybKTYbkf5tRvushrAPQ9V75huw0ZxBkKVeRU9kqH3d6HA4xTckbwZ4ixmA==",
-            "dependencies": {
-                "ansi-wrap": "^0.1.0"
-            },
-            "engines": {
-                "node": ">=0.10.0"
-            }
-        },
-        "node_modules/ansi-cyan": {
-            "version": "0.1.1",
-            "resolved": "https://registry.npmjs.org/ansi-cyan/-/ansi-cyan-0.1.1.tgz",
-            "integrity": "sha512-eCjan3AVo/SxZ0/MyIYRtkpxIu/H3xZN7URr1vXVrISxeyz8fUFz0FJziamK4sS8I+t35y4rHg1b2PklyBe/7A==",
-            "dependencies": {
-                "ansi-wrap": "0.1.0"
-            },
-            "engines": {
-                "node": ">=0.10.0"
-            }
-        },
-        "node_modules/ansi-escapes": {
-            "version": "3.2.0",
-            "resolved": "https://registry.npmjs.org/ansi-escapes/-/ansi-escapes-3.2.0.tgz",
-            "integrity": "sha512-cBhpre4ma+U0T1oM5fXg7Dy1Jw7zzwv7lt/GoCpr+hDQJoYnKVPLL4dCvSEFMmQurOQvSrwT7SL/DAlhBI97RQ==",
-            "engines": {
-                "node": ">=4"
-            }
-        },
-        "node_modules/ansi-gray": {
-            "version": "0.1.1",
-            "resolved": "https://registry.npmjs.org/ansi-gray/-/ansi-gray-0.1.1.tgz",
-            "integrity": "sha512-HrgGIZUl8h2EHuZaU9hTR/cU5nhKxpVE1V6kdGsQ8e4zirElJ5fvtfc8N7Q1oq1aatO275i8pUFUCpNWCAnVWw==",
-            "dependencies": {
-                "ansi-wrap": "0.1.0"
-            },
-            "engines": {
-                "node": ">=0.10.0"
-            }
-        },
-        "node_modules/ansi-red": {
-            "version": "0.1.1",
-            "resolved": "https://registry.npmjs.org/ansi-red/-/ansi-red-0.1.1.tgz",
-            "integrity": "sha512-ewaIr5y+9CUTGFwZfpECUbFlGcC0GCw1oqR9RI6h1gQCd9Aj2GxSckCnPsVJnmfMZbwFYE+leZGASgkWl06Jow==",
-            "dependencies": {
-                "ansi-wrap": "0.1.0"
-            },
-            "engines": {
-                "node": ">=0.10.0"
-            }
-        },
-        "node_modules/ansi-regex": {
-            "version": "4.1.1",
-            "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-4.1.1.tgz",
-            "integrity": "sha512-ILlv4k/3f6vfQ4OoP2AGvirOktlQ98ZEL1k9FaQjxa3L1abBgbuTDAdPOpvbGncC0BTVQrl+OM8xZGK6tWXt7g==",
-            "engines": {
-                "node": ">=6"
-            }
-        },
-        "node_modules/ansi-styles": {
-            "version": "3.2.1",
-            "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-3.2.1.tgz",
-            "integrity": "sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA==",
-            "dependencies": {
-                "color-convert": "^1.9.0"
-            },
-            "engines": {
-                "node": ">=4"
-            }
-        },
-        "node_modules/ansi-wrap": {
-            "version": "0.1.0",
-            "resolved": "https://registry.npmjs.org/ansi-wrap/-/ansi-wrap-0.1.0.tgz",
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-        "node_modules/append-buffer": {
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-            "integrity": "sha512-WLbYiXzD3y/ATLZFufV/rZvWdZOs+Z/+5v1rBZ463Jn398pa6kcde27cvozYnBoxXblGZTFfoPpsaEw0orU5BA==",
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-                "buffer-equal": "^1.0.0"
-            },
-            "engines": {
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-            }
-        },
-        "node_modules/argparse": {
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-            "dependencies": {
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-        },
-        "node_modules/arr-diff": {
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-            "version": "2.1.1",
-            "resolved": "https://registry.npmjs.org/string-width/-/string-width-2.1.1.tgz",
-            "integrity": "sha512-nOqH59deCq9SRHlxq1Aw85Jnt4w6KvLKqWVik6oA9ZklXLNIOlqg4F2yrT1MVaTjAqvVwdfeZ7w7aCvJD7ugkw==",
-            "dependencies": {
-                "is-fullwidth-code-point": "^2.0.0",
-                "strip-ansi": "^4.0.0"
-            },
-            "engines": {
-                "node": ">=4"
-            }
-        },
-        "node_modules/yargs/node_modules/strip-ansi": {
-            "version": "4.0.0",
-            "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-4.0.0.tgz",
-            "integrity": "sha512-4XaJ2zQdCzROZDivEVIDPkcQn8LMFSa8kj8Gxb/Lnwzv9A8VctNZ+lfivC/sV3ivW8ElJTERXZoPBRrZKkNKow==",
-            "dependencies": {
-                "ansi-regex": "^3.0.0"
-            },
-            "engines": {
-                "node": ">=4"
-            }
-        }
-    }
-}

From 666467da42372a14495cd2f8a79953cd6191ccd5 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sun, 14 Jan 2024 00:15:39 +0800
Subject: [PATCH 022/264] library creation

---
 nextflow.config      | 11 +++++++----
 nextflow_schema.json | 13 +++++++++++++
 workflows/dia.nf     |  6 +++++-
 3 files changed, 25 insertions(+), 5 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index 7182f12e..7978011d 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -174,10 +174,13 @@ params {
     species_genes           = false
     diann_normalize         = true
     diann_speclib           = null
-    
-    /// DIA-NN: Extras
-    skip_preliminary_analysis = false
-    empirical_assembly_log = null
+
+    // DIA-NN: Extras
+    skip_preliminary_analysis    = false
+    empirical_assembly_log       = null
+    random_preanalysis           = false
+    empirical_assembly_ms_n      = 200
+
 
     // MSstats general options
     msstats_remove_one_feat_prot    = true
diff --git a/nextflow_schema.json b/nextflow_schema.json
index c8574be9..f70e01b3 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -967,6 +967,19 @@
                     "description": "Enable cross-run normalization between runs by diann.",
                     "default": true,
                     "fa_icon": "far fa-check-square"
+                },
+                "random_preanalysis": {
+                    "type": "boolean",
+                    "description": "Enable random selection of spectrum files to generate empirical library.",
+                    "default": false,
+                    "fa_icon": "far fa-check-square"
+                },
+                "empirical_assembly_ms_n": {
+                    "type": "integer",
+                    "description": "The number of randomly selected spectrum files.",
+                    "default": 200,
+                    "fa_icon": "fas fa-filter",
+                    "hidden": true
                 }
             },
             "fa_icon": "fas fa-braille"
diff --git a/workflows/dia.nf b/workflows/dia.nf
index 0f703620..69bc2538 100644
--- a/workflows/dia.nf
+++ b/workflows/dia.nf
@@ -75,7 +75,11 @@ workflow DIA {
         //
         // MODULE: DIANN_PRELIMINARY_ANALYSIS
         //
-        DIANN_PRELIMINARY_ANALYSIS(ch_file_preparation_results.combine(speclib))
+        if (params.random_preanalysis){
+            DIANN_PRELIMINARY_ANALYSIS(ch_file_preparation_results.randomSample(params.empirical_assembly_ms_n, 2024).combine(speclib))
+        } else{
+            DIANN_PRELIMINARY_ANALYSIS(ch_file_preparation_results.combine(speclib))
+        }
         ch_software_versions = ch_software_versions
             .mix(DIANN_PRELIMINARY_ANALYSIS.out.version.ifEmpty(null))
 

From b2a626ee14dab57d37247ae51dbcd79377b21ceb Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 23 Jan 2024 16:57:47 +0000
Subject: [PATCH 023/264] change id svg workflow

---
 docs/images/id_pipeline.svg | 1424 +----------------------------------
 1 file changed, 4 insertions(+), 1420 deletions(-)

diff --git a/docs/images/id_pipeline.svg b/docs/images/id_pipeline.svg
index b2939b96..7f226118 100644
--- a/docs/images/id_pipeline.svg
+++ b/docs/images/id_pipeline.svg
@@ -1,1420 +1,4 @@
-<?xml version="1.0" encoding="UTF-8" standalone="no"?>
-<svg
-   version="1.1"
-   width="284"
-   height="808"
-   viewBox="-0.5 -0.5 284 808"
-   content="&lt;mxfile host=&quot;app.diagrams.net&quot; modified=&quot;2020-10-13T09:33:34.807Z&quot; agent=&quot;5.0 (Macintosh; Intel Mac OS X 10_15_4) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/85.0.4183.121 Safari/537.36&quot; version=&quot;13.7.7&quot; etag=&quot;Ys8N_2cTIJcRjkSA2XC-&quot; type=&quot;google&quot;&gt;&lt;diagram 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From 083516dd2794f29947aad81d48b083fbadfaabc5 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 23 Jan 2024 17:05:34 +0000
Subject: [PATCH 024/264] solve prettier

---
 .devcontainer/devcontainer.json | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 4ecfbfe3..4a9bc5c7 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -18,11 +18,11 @@
                 "python.linting.flake8Path": "/opt/conda/bin/flake8",
                 "python.linting.pycodestylePath": "/opt/conda/bin/pycodestyle",
                 "python.linting.pydocstylePath": "/opt/conda/bin/pydocstyle",
-                "python.linting.pylintPath": "/opt/conda/bin/pylint"
+                "python.linting.pylintPath": "/opt/conda/bin/pylint",
             },
 
             // Add the IDs of extensions you want installed when the container is created.
-            "extensions": ["ms-python.python", "ms-python.vscode-pylance", "nf-core.nf-core-extensionpack"]
-        }
-    }
+            "extensions": ["ms-python.python", "ms-python.vscode-pylance", "nf-core.nf-core-extensionpack"],
+        },
+    },
 }

From 8c48eb13822cf5c227efba663e994c8913d64d10 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 23 Jan 2024 20:53:42 +0000
Subject: [PATCH 025/264] solve prettier

---
 docs/images/quantms.png              |  Bin 148012 -> 151116 bytes
 docs/images/quantms.svg              |   29 +-
 docs/images/quantms_metro.drawio.svg | 1667 +++++++++++++++++++-------
 docs/images/quantms_metro.png        |  Bin 568799 -> 196681 bytes
 4 files changed, 1278 insertions(+), 418 deletions(-)

diff --git a/docs/images/quantms.png b/docs/images/quantms.png
index 2a0fc055af85007205aff60e9bfcb823548ea99d..b3498dbdcc16c72281eb5148fff945f3914218f8 100644
GIT binary patch
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From bc1745e49760ee48707e24e7d41ba0c9a61f4b07 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 24 Jan 2024 12:04:44 +0000
Subject: [PATCH 026/264] solve prettier

---
 docs/images/id_pipeline.png          |  Bin 49784 -> 56006 bytes
 docs/images/quantms_metro.drawio.svg | 1845 ++++++++------------------
 docs/images/quantms_metro.png        |  Bin 196681 -> 663385 bytes
 3 files changed, 536 insertions(+), 1309 deletions(-)

diff --git a/docs/images/id_pipeline.png b/docs/images/id_pipeline.png
index b4c9a7f4563a4fd929a447105387d75eeb9b5027..7ac1c07bbb06a150d75ddf5b775732ccd2d86ea7 100644
GIT binary patch
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From 514c2b85b77824311b64abf8e146c8aa7a21b1e2 Mon Sep 17 00:00:00 2001
From: nf-core-bot <core@nf-co.re>
Date: Mon, 29 Jan 2024 15:12:26 +0000
Subject: [PATCH 027/264] Template update for nf-core/tools version 2.12

---
 .editorconfig                                 |   8 +
 .github/workflows/awsfulltest.yml             |   2 +-
 .github/workflows/awstest.yml                 |   2 +-
 .github/workflows/branch.yml                  |   2 +-
 .github/workflows/clean-up.yml                |   2 +-
 .github/workflows/download_pipeline.yml       |  67 +++++
 .github/workflows/fix-linting.yml             |  72 +++--
 .github/workflows/linting.yml                 |  61 +---
 .github/workflows/linting_comment.yml         |   2 +-
 .github/workflows/release-announcements.yml   |   4 +-
 .gitpod.yml                                   |   1 +
 .pre-commit-config.yaml                       |   7 +-
 README.md                                     |   8 +-
 assets/email_template.html                    |   2 +-
 assets/email_template.txt                     |   2 +-
 assets/nf-core-quantms_logo_light.png         | Bin 71567 -> 74651 bytes
 docs/images/nf-core-quantms_logo_dark.png     | Bin 71666 -> 27122 bytes
 docs/images/nf-core-quantms_logo_light.png    | Bin 71567 -> 23385 bytes
 lib/WorkflowMain.groovy                       |  16 +-
 lib/nfcore_external_java_deps.jar             | Bin 2291171 -> 0 bytes
 main.nf                                       |   2 +-
 modules.json                                  |   6 +-
 .../dumpsoftwareversions/environment.yml      |   2 +-
 .../custom/dumpsoftwareversions/main.nf       |   4 +-
 .../dumpsoftwareversions/tests/main.nf.test   |   7 +-
 .../tests/main.nf.test.snap                   |  50 ++--
 modules/nf-core/fastqc/tests/main.nf.test     | 265 ++++++++++++------
 .../nf-core/fastqc/tests/main.nf.test.snap    |  12 +-
 modules/nf-core/multiqc/environment.yml       |   2 +-
 modules/nf-core/multiqc/main.nf               |   6 +-
 modules/nf-core/multiqc/meta.yml              |   1 -
 modules/nf-core/multiqc/tests/main.nf.test    |  48 +++-
 .../nf-core/multiqc/tests/main.nf.test.snap   |  21 ++
 nextflow.config                               |   3 +-
 pyproject.toml                                |  17 +-
 workflows/quantms.nf                          |   7 +
 36 files changed, 490 insertions(+), 221 deletions(-)
 create mode 100644 .github/workflows/download_pipeline.yml
 delete mode 100644 lib/nfcore_external_java_deps.jar
 create mode 100644 modules/nf-core/multiqc/tests/main.nf.test.snap

diff --git a/.editorconfig b/.editorconfig
index b6b31907..9b990088 100644
--- a/.editorconfig
+++ b/.editorconfig
@@ -22,3 +22,11 @@ indent_size = unset
 
 [/assets/email*]
 indent_size = unset
+
+# ignore Readme
+[README.md]
+indent_style = unset
+
+# ignore python
+[*.{py}]
+indent_style = unset
diff --git a/.github/workflows/awsfulltest.yml b/.github/workflows/awsfulltest.yml
index aa9be5ef..d47fb0e5 100644
--- a/.github/workflows/awsfulltest.yml
+++ b/.github/workflows/awsfulltest.yml
@@ -31,7 +31,7 @@ jobs:
             }
           profiles: test_full
 
-      - uses: actions/upload-artifact@v3
+      - uses: actions/upload-artifact@v4
         with:
           name: Tower debug log file
           path: |
diff --git a/.github/workflows/awstest.yml b/.github/workflows/awstest.yml
index 3e86ec22..fe39ac98 100644
--- a/.github/workflows/awstest.yml
+++ b/.github/workflows/awstest.yml
@@ -25,7 +25,7 @@ jobs:
             }
           profiles: test
 
-      - uses: actions/upload-artifact@v3
+      - uses: actions/upload-artifact@v4
         with:
           name: Tower debug log file
           path: |
diff --git a/.github/workflows/branch.yml b/.github/workflows/branch.yml
index b4ff5e13..9f274b49 100644
--- a/.github/workflows/branch.yml
+++ b/.github/workflows/branch.yml
@@ -19,7 +19,7 @@ jobs:
       # NOTE - this doesn't currently work if the PR is coming from a fork, due to limitations in GitHub actions secrets
       - name: Post PR comment
         if: failure()
-        uses: mshick/add-pr-comment@v1
+        uses: mshick/add-pr-comment@v2
         with:
           message: |
             ## This PR is against the `master` branch :x:
diff --git a/.github/workflows/clean-up.yml b/.github/workflows/clean-up.yml
index 694e90ec..e37cfda5 100644
--- a/.github/workflows/clean-up.yml
+++ b/.github/workflows/clean-up.yml
@@ -10,7 +10,7 @@ jobs:
       issues: write
       pull-requests: write
     steps:
-      - uses: actions/stale@v7
+      - uses: actions/stale@v9
         with:
           stale-issue-message: "This issue has been tagged as awaiting-changes or awaiting-feedback by an nf-core contributor. Remove stale label or add a comment otherwise this issue will be closed in 20 days."
           stale-pr-message: "This PR has been tagged as awaiting-changes or awaiting-feedback by an nf-core contributor. Remove stale label or add a comment if it is still useful."
diff --git a/.github/workflows/download_pipeline.yml b/.github/workflows/download_pipeline.yml
new file mode 100644
index 00000000..8611458a
--- /dev/null
+++ b/.github/workflows/download_pipeline.yml
@@ -0,0 +1,67 @@
+name: Test successful pipeline download with 'nf-core download'
+
+# Run the workflow when:
+#  - dispatched manually
+#  - when a PR is opened or reopened to master branch
+#  - the head branch of the pull request is updated, i.e. if fixes for a release are pushed last minute to dev.
+on:
+  workflow_dispatch:
+  pull_request:
+    types:
+      - opened
+    branches:
+      - master
+  pull_request_target:
+    branches:
+      - master
+
+env:
+  NXF_ANSI_LOG: false
+
+jobs:
+  download:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Install Nextflow
+        uses: nf-core/setup-nextflow@v1
+
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.11"
+          architecture: "x64"
+      - uses: eWaterCycle/setup-singularity@v7
+        with:
+          singularity-version: 3.8.3
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install git+https://github.com/nf-core/tools.git@dev
+
+      - name: Get the repository name and current branch set as environment variable
+        run: |
+          echo "REPO_LOWERCASE=${GITHUB_REPOSITORY,,}" >> ${GITHUB_ENV}
+          echo "REPOTITLE_LOWERCASE=$(basename ${GITHUB_REPOSITORY,,})" >> ${GITHUB_ENV}
+          echo "REPO_BRANCH=${GITHUB_REF#refs/heads/}" >> ${GITHUB_ENV}
+
+      - name: Download the pipeline
+        env:
+          NXF_SINGULARITY_CACHEDIR: ./
+        run: |
+          nf-core 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-cache-utilisation 'amend' \
+          --download-configuration
+
+      - name: Inspect download
+        run: tree ./${{ env.REPOTITLE_LOWERCASE }}
+
+      - name: Run the downloaded pipeline
+        env:
+          NXF_SINGULARITY_CACHEDIR: ./
+          NXF_SINGULARITY_HOME_MOUNT: true
+        run: nextflow run ./${{ env.REPOTITLE_LOWERCASE }}/$( sed 's/\W/_/g' <<< ${{ env.REPO_BRANCH }}) -stub -profile test,singularity --outdir ./results 
diff --git a/.github/workflows/fix-linting.yml b/.github/workflows/fix-linting.yml
index 76ff162a..4549bf44 100644
--- a/.github/workflows/fix-linting.yml
+++ b/.github/workflows/fix-linting.yml
@@ -4,7 +4,7 @@ on:
     types: [created]
 
 jobs:
-  deploy:
+  fix-linting:
     # Only run if comment is on a PR with the main repo, and if it contains the magic keywords
     if: >
       contains(github.event.comment.html_url, '/pull/') &&
@@ -13,10 +13,17 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       # Use the @nf-core-bot token to check out so we can push later
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
         with:
           token: ${{ secrets.nf_core_bot_auth_token }}
 
+      # indication that the linting is being fixed
+      - name: React on comment
+        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4
+        with:
+          comment-id: ${{ github.event.comment.id }}
+          reactions: eyes
+
       # Action runs on the issue comment, so we don't get the PR by default
       # Use the gh cli to check out the PR
       - name: Checkout Pull Request
@@ -24,32 +31,59 @@ jobs:
         env:
           GITHUB_TOKEN: ${{ secrets.nf_core_bot_auth_token }}
 
-      - uses: actions/setup-node@v4
+      # Install and run pre-commit
+      - uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5
+        with:
+          python-version: 3.11
 
-      - name: Install Prettier
-        run: npm install -g prettier @prettier/plugin-php
+      - name: Install pre-commit
+        run: pip install pre-commit
 
-      # Check that we actually need to fix something
-      - name: Run 'prettier --check'
-        id: prettier_status
-        run: |
-          if prettier --check ${GITHUB_WORKSPACE}; then
-            echo "result=pass" >> $GITHUB_OUTPUT
-          else
-            echo "result=fail" >> $GITHUB_OUTPUT
-          fi
+      - name: Run pre-commit
+        id: pre-commit
+        run: pre-commit run --all-files
+        continue-on-error: true
 
-      - name: Run 'prettier --write'
-        if: steps.prettier_status.outputs.result == 'fail'
-        run: prettier --write ${GITHUB_WORKSPACE}
+      # indication that the linting has finished
+      - name: react if linting finished succesfully
+        if: steps.pre-commit.outcome == 'success'
+        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4
+        with:
+          comment-id: ${{ github.event.comment.id }}
+          reactions: "+1"
 
       - name: Commit & push changes
-        if: steps.prettier_status.outputs.result == 'fail'
+        id: commit-and-push
+        if: steps.pre-commit.outcome == 'failure'
         run: |
           git config user.email "core@nf-co.re"
           git config user.name "nf-core-bot"
           git config push.default upstream
           git add .
           git status
-          git commit -m "[automated] Fix linting with Prettier"
+          git commit -m "[automated] Fix code linting"
           git push
+
+      - name: react if linting errors were fixed
+        id: react-if-fixed
+        if: steps.commit-and-push.outcome == 'success'
+        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4
+        with:
+          comment-id: ${{ github.event.comment.id }}
+          reactions: hooray
+
+      - name: react if linting errors were not fixed
+        if: steps.commit-and-push.outcome == 'failure'
+        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4
+        with:
+          comment-id: ${{ github.event.comment.id }}
+          reactions: confused
+
+      - name: react if linting errors were not fixed
+        if: steps.commit-and-push.outcome  == 'failure'
+        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4
+        with:
+          issue-number: ${{ github.event.issue.number }}
+          body: |
+            @${{ github.actor }} I tried to fix the linting errors, but it didn't work. Please fix them manually.
+            See [CI log](https://github.com/nf-core/quantms/actions/runs/${{ github.run_id }}) for more details.
diff --git a/.github/workflows/linting.yml b/.github/workflows/linting.yml
index 905c58e4..81cd098e 100644
--- a/.github/workflows/linting.yml
+++ b/.github/workflows/linting.yml
@@ -11,61 +11,22 @@ on:
     types: [published]
 
 jobs:
-  EditorConfig:
+  pre-commit:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
 
-      - uses: actions/setup-node@v4
-
-      - name: Install editorconfig-checker
-        run: npm install -g editorconfig-checker
-
-      - name: Run ECLint check
-        run: editorconfig-checker -exclude README.md $(find .* -type f | grep -v '.git\|.py\|.md\|json\|yml\|yaml\|html\|css\|work\|.nextflow\|build\|nf_core.egg-info\|log.txt\|Makefile')
-
-  Prettier:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-
-      - uses: actions/setup-node@v4
-
-      - name: Install Prettier
-        run: npm install -g prettier
-
-      - name: Run Prettier --check
-        run: prettier --check ${GITHUB_WORKSPACE}
-
-  PythonBlack:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-
-      - name: Check code lints with Black
-        uses: psf/black@stable
-
-      # If the above check failed, post a comment on the PR explaining the failure
-      - name: Post PR comment
-        if: failure()
-        uses: mshick/add-pr-comment@v1
+      - name: Set up Python 3.11
+        uses: actions/setup-python@v5
         with:
-          message: |
-            ## Python linting (`black`) is failing
-
-            To keep the code consistent with lots of contributors, we run automated code consistency checks.
-            To fix this CI test, please run:
-
-            * Install [`black`](https://black.readthedocs.io/en/stable/): `pip install black`
-            * Fix formatting errors in your pipeline: `black .`
-
-            Once you push these changes the test should pass, and you can hide this comment :+1:
+          python-version: 3.11
+          cache: "pip"
 
-            We highly recommend setting up Black in your code editor so that this formatting is done automatically on save. Ask about it on Slack for help!
+      - name: Install pre-commit
+        run: pip install pre-commit
 
-            Thanks again for your contribution!
-          repo-token: ${{ secrets.GITHUB_TOKEN }}
-          allow-repeats: false
+      - name: Run pre-commit
+        run: pre-commit run --all-files
 
   nf-core:
     runs-on: ubuntu-latest
@@ -76,7 +37,7 @@ jobs:
       - name: Install Nextflow
         uses: nf-core/setup-nextflow@v1
 
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v5
         with:
           python-version: "3.11"
           architecture: "x64"
@@ -99,7 +60,7 @@ jobs:
 
       - name: Upload linting log file artifact
         if: ${{ always() }}
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           name: linting-logs
           path: |
diff --git a/.github/workflows/linting_comment.yml b/.github/workflows/linting_comment.yml
index 0bbcd30f..147bcd10 100644
--- a/.github/workflows/linting_comment.yml
+++ b/.github/workflows/linting_comment.yml
@@ -11,7 +11,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Download lint results
-        uses: dawidd6/action-download-artifact@v2
+        uses: dawidd6/action-download-artifact@v3
         with:
           workflow: linting.yml
           workflow_conclusion: completed
diff --git a/.github/workflows/release-announcements.yml b/.github/workflows/release-announcements.yml
index 6ad33927..21ac3f06 100644
--- a/.github/workflows/release-announcements.yml
+++ b/.github/workflows/release-announcements.yml
@@ -24,7 +24,7 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v5
         with:
           python-version: "3.10"
       - name: Install dependencies
@@ -56,7 +56,7 @@ jobs:
   bsky-post:
     runs-on: ubuntu-latest
     steps:
-      - uses: zentered/bluesky-post-action@v0.0.2
+      - uses: zentered/bluesky-post-action@v0.1.0
         with:
           post: |
             Pipeline release! ${{ github.repository }} v${{ github.event.release.tag_name }} - ${{ github.event.release.name }}!
diff --git a/.gitpod.yml b/.gitpod.yml
index acf72695..363d5b1d 100644
--- a/.gitpod.yml
+++ b/.gitpod.yml
@@ -7,6 +7,7 @@ tasks:
   - name: unset JAVA_TOOL_OPTIONS
     command: |
       unset JAVA_TOOL_OPTIONS
+
 vscode:
   extensions: # based on nf-core.nf-core-extensionpack
     - codezombiech.gitignore # Language support for .gitignore files
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 0c31cdb9..af57081f 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,5 +1,10 @@
 repos:
   - repo: https://github.com/pre-commit/mirrors-prettier
-    rev: "v2.7.1"
+    rev: "v3.1.0"
     hooks:
       - id: prettier
+  - repo: https://github.com/editorconfig-checker/editorconfig-checker.python
+    rev: "2.7.3"
+    hooks:
+      - id: editorconfig-checker
+        alias: ec
diff --git a/README.md b/README.md
index b953dc98..e76bac41 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,9 @@
-# ![nf-core/quantms](docs/images/nf-core-quantms_logo_light.png#gh-light-mode-only) ![nf-core/quantms](docs/images/nf-core-quantms_logo_dark.png#gh-dark-mode-only)
-
+<h1>
+  <picture>
+    <source media="(prefers-color-scheme: dark)" srcset="docs/images/nf-core-quantms_logo_dark.png">
+    <img alt="nf-core/quantms" src="docs/images/nf-core-quantms_logo_light.png">
+  </picture>
+</h1>
 [![GitHub Actions CI Status](https://github.com/nf-core/quantms/workflows/nf-core%20CI/badge.svg)](https://github.com/nf-core/quantms/actions?query=workflow%3A%22nf-core+CI%22)
 [![GitHub Actions Linting Status](https://github.com/nf-core/quantms/workflows/nf-core%20linting/badge.svg)](https://github.com/nf-core/quantms/actions?query=workflow%3A%22nf-core+linting%22)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/quantms/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.XXXXXXX-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.XXXXXXX)
 
diff --git a/assets/email_template.html b/assets/email_template.html
index 7a622e34..9010ff46 100644
--- a/assets/email_template.html
+++ b/assets/email_template.html
@@ -12,7 +12,7 @@
 
 <img src="cid:nfcorepipelinelogo">
 
-<h1>nf-core/quantms v${version}</h1>
+<h1>nf-core/quantms ${version}</h1>
 <h2>Run Name: $runName</h2>
 
 <% if (!success){
diff --git a/assets/email_template.txt b/assets/email_template.txt
index 77db9a18..da8858d2 100644
--- a/assets/email_template.txt
+++ b/assets/email_template.txt
@@ -4,7 +4,7 @@
   |\\ | |__  __ /  ` /  \\ |__) |__         }  {
   | \\| |       \\__, \\__/ |  \\ |___     \\`-._,-`-,
                                         `._,._,'
-  nf-core/quantms v${version}
+  nf-core/quantms ${version}
 ----------------------------------------------------
 Run Name: $runName
 
diff --git a/assets/nf-core-quantms_logo_light.png b/assets/nf-core-quantms_logo_light.png
index 030a38e8492ec6f8efc68aece1d500993e22f6ba..66c6e9d1bfb0725ae484beca2e5c4da6df6211f5 100644
GIT binary patch
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diff --git a/lib/WorkflowMain.groovy b/lib/WorkflowMain.groovy
index 09dc12c2..23c0455c 100755
--- a/lib/WorkflowMain.groovy
+++ b/lib/WorkflowMain.groovy
@@ -24,7 +24,7 @@ class WorkflowMain {
     //
     // Validate parameters and print summary to screen
     //
-    public static void initialise(workflow, params, log) {
+    public static void initialise(workflow, params, log, args) {
 
         // Print workflow version and exit on --version
         if (params.version) {
@@ -35,6 +35,8 @@ class WorkflowMain {
 
         // Check that a -profile or Nextflow config has been provided to run the pipeline
         NfcoreTemplate.checkConfigProvided(workflow, log)
+        // Check that the profile doesn't contain spaces and doesn't end with a trailing comma
+        checkProfile(workflow.profile, args, log)
 
         // Check that conda channels are set-up correctly
         if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
@@ -60,4 +62,16 @@ class WorkflowMain {
         }
         return null
     }
+
+    //
+    // Exit pipeline if --profile contains spaces
+    //
+    private static void checkProfile(profile, args, log) {
+        if (profile.endsWith(',')) {
+            Nextflow.error "Profile cannot end with a trailing comma. Please remove the comma from the end of the profile string.\nHint: A common mistake is to provide multiple values to `-profile` separated by spaces. Please use commas to separate profiles instead,e.g., `-profile docker,test`."
+        }
+        if (args[0]) {
+            log.warn "nf-core pipelines do not accept positional arguments. The positional argument `${args[0]}` has been detected.\n      Hint: A common mistake is to provide multiple values to `-profile` separated by spaces. Please use commas to separate profiles instead,e.g., `-profile docker,test`."
+        }
+    }
 }
diff --git a/lib/nfcore_external_java_deps.jar b/lib/nfcore_external_java_deps.jar
deleted file mode 100644
index 805c8bb5e4fd43a12a5891eea5a68788309629b0..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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diff --git a/main.nf b/main.nf
index c902911b..183f8ce0 100644
--- a/main.nf
+++ b/main.nf
@@ -44,7 +44,7 @@ if (params.validate_params) {
     validateParameters()
 }
 
-WorkflowMain.initialise(workflow, params, log)
+WorkflowMain.initialise(workflow, params, log, args)
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
diff --git a/modules.json b/modules.json
index dbd41795..a620e7d0 100644
--- a/modules.json
+++ b/modules.json
@@ -7,17 +7,17 @@
                 "nf-core": {
                     "custom/dumpsoftwareversions": {
                         "branch": "master",
-                        "git_sha": "bba7e362e4afead70653f84d8700588ea28d0f9e",
+                        "git_sha": "8ec825f465b9c17f9d83000022995b4f7de6fe93",
                         "installed_by": ["modules"]
                     },
                     "fastqc": {
                         "branch": "master",
-                        "git_sha": "65ad3e0b9a4099592e1102e92e10455dc661cf53",
+                        "git_sha": "c9488585ce7bd35ccd2a30faa2371454c8112fb9",
                         "installed_by": ["modules"]
                     },
                     "multiqc": {
                         "branch": "master",
-                        "git_sha": "4ab13872435962dadc239979554d13709e20bf29",
+                        "git_sha": "8ec825f465b9c17f9d83000022995b4f7de6fe93",
                         "installed_by": ["modules"]
                     }
                 }
diff --git a/modules/nf-core/custom/dumpsoftwareversions/environment.yml b/modules/nf-core/custom/dumpsoftwareversions/environment.yml
index f0c63f69..9b3272bc 100644
--- a/modules/nf-core/custom/dumpsoftwareversions/environment.yml
+++ b/modules/nf-core/custom/dumpsoftwareversions/environment.yml
@@ -4,4 +4,4 @@ channels:
   - bioconda
   - defaults
 dependencies:
-  - bioconda::multiqc=1.17
+  - bioconda::multiqc=1.19
diff --git a/modules/nf-core/custom/dumpsoftwareversions/main.nf b/modules/nf-core/custom/dumpsoftwareversions/main.nf
index 7685b33c..f2187611 100644
--- a/modules/nf-core/custom/dumpsoftwareversions/main.nf
+++ b/modules/nf-core/custom/dumpsoftwareversions/main.nf
@@ -4,8 +4,8 @@ process CUSTOM_DUMPSOFTWAREVERSIONS {
     // Requires `pyyaml` which does not have a dedicated container but is in the MultiQC container
     conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/multiqc:1.17--pyhdfd78af_0' :
-        'biocontainers/multiqc:1.17--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/multiqc:1.19--pyhdfd78af_0' :
+        'biocontainers/multiqc:1.19--pyhdfd78af_0' }"
 
     input:
     path versions
diff --git a/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test b/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test
index eec1db10..b1e1630b 100644
--- a/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test
+++ b/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test
@@ -31,7 +31,12 @@ nextflow_process {
         then {
             assertAll(
                 { assert process.success },
-                { assert snapshot(process.out).match() }
+                { assert snapshot(
+                    process.out.versions,
+                    file(process.out.mqc_yml[0]).readLines()[0..10],
+                    file(process.out.yml[0]).readLines()[0..7]
+                    ).match()
+                }
             )
         }
     }
diff --git a/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test.snap b/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test.snap
index 4274ed57..5f59a936 100644
--- a/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test.snap
+++ b/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test.snap
@@ -1,27 +1,33 @@
 {
     "Should run without failures": {
         "content": [
-            {
-                "0": [
-                    "software_versions.yml:md5,1c851188476409cda5752ce971b20b58"
-                ],
-                "1": [
-                    "software_versions_mqc.yml:md5,2570f4ba271ad08357b0d3d32a9cf84d"
-                ],
-                "2": [
-                    "versions.yml:md5,3843ac526e762117eedf8825b40683df"
-                ],
-                "mqc_yml": [
-                    "software_versions_mqc.yml:md5,2570f4ba271ad08357b0d3d32a9cf84d"
-                ],
-                "versions": [
-                    "versions.yml:md5,3843ac526e762117eedf8825b40683df"
-                ],
-                "yml": [
-                    "software_versions.yml:md5,1c851188476409cda5752ce971b20b58"
-                ]
-            }
+            [
+                "versions.yml:md5,76d454d92244589d32455833f7c1ba6d"
+            ],
+            [
+                "data: \"<style>\\n#nf-core-versions tbody:nth-child(even) {\\n    background-color: #f2f2f2;\\n\\",
+                "  }\\n</style>\\n<table class=\\\"table\\\" style=\\\"width:100%\\\" id=\\\"nf-core-versions\\\"\\",
+                "  >\\n    <thead>\\n        <tr>\\n            <th> Process Name </th>\\n            <th>\\",
+                "  \\ Software </th>\\n            <th> Version  </th>\\n        </tr>\\n    </thead>\\n\\",
+                "  \\n<tbody>\\n<tr>\\n    <td><samp>CUSTOM_DUMPSOFTWAREVERSIONS</samp></td>\\n    <td><samp>python</samp></td>\\n\\",
+                "  \\    <td><samp>3.11.7</samp></td>\\n</tr>\\n\\n<tr>\\n    <td><samp></samp></td>\\n \\",
+                "  \\   <td><samp>yaml</samp></td>\\n    <td><samp>5.4.1</samp></td>\\n</tr>\\n\\n</tbody>\\n\\",
+                "  <tbody>\\n<tr>\\n    <td><samp>TOOL1</samp></td>\\n    <td><samp>tool1</samp></td>\\n\\",
+                "  \\    <td><samp>0.11.9</samp></td>\\n</tr>\\n\\n</tbody>\\n<tbody>\\n<tr>\\n    <td><samp>TOOL2</samp></td>\\n\\",
+                "  \\    <td><samp>tool2</samp></td>\\n    <td><samp>1.9</samp></td>\\n</tr>\\n\\n</tbody>\\n\\",
+                "  <tbody>\\n<tr>\\n    <td><samp>Workflow</samp></td>\\n    <td><samp>Nextflow</samp></td>\\n\\"
+            ],
+            [
+                "CUSTOM_DUMPSOFTWAREVERSIONS:",
+                "  python: 3.11.7",
+                "  yaml: 5.4.1",
+                "TOOL1:",
+                "  tool1: 0.11.9",
+                "TOOL2:",
+                "  tool2: '1.9'",
+                "Workflow:"
+            ]
         ],
-        "timestamp": "2023-11-03T14:43:22.157011"
+        "timestamp": "2024-01-09T23:01:18.710682"
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/fastqc/tests/main.nf.test b/modules/nf-core/fastqc/tests/main.nf.test
index b9e8f926..1f21c664 100644
--- a/modules/nf-core/fastqc/tests/main.nf.test
+++ b/modules/nf-core/fastqc/tests/main.nf.test
@@ -3,24 +3,20 @@ nextflow_process {
     name "Test Process FASTQC"
     script "../main.nf"
     process "FASTQC"
+
     tag "modules"
     tag "modules_nfcore"
     tag "fastqc"
 
-    test("Single-Read") {
+    test("sarscov2 single-end [fastq]") {
 
         when {
-            params {
-                outdir   = "$outputDir"
-            }
             process {
                 """
-                input[0] = [
+                input[0] = Channel.of([
                     [ id: 'test', single_end:true ],
-                    [
-                        file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true)
-                    ]
-                ]
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true) ]
+                ])
                 """
             }
         }
@@ -28,82 +24,189 @@ nextflow_process {
         then {
             assertAll (
             { assert process.success },
+
             // NOTE The report contains the date inside it, which means that the md5sum is stable per day, but not longer than that. So you can't md5sum it.
             // looks like this: <div id="header_filename">Mon 2 Oct 2023<br/>test.gz</div>
             // https://github.com/nf-core/modules/pull/3903#issuecomment-1743620039
-            { assert process.out.html.get(0).get(1) ==~ ".*/test_fastqc.html" },
-            { assert path(process.out.html.get(0).get(1)).getText().contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
-            { assert snapshot(process.out.versions).match("versions") },
-            { assert process.out.zip.get(0).get(1) ==~ ".*/test_fastqc.zip" }
+
+            { assert process.out.html[0][1] ==~ ".*/test_fastqc.html" },
+            { assert process.out.zip[0][1] ==~ ".*/test_fastqc.zip" },
+            { assert path(process.out.html[0][1]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
+
+            { assert snapshot(process.out.versions).match("versions") }
+            )
+        }
+    }
+
+    test("sarscov2 paired-end [fastq]") {
+
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [id: 'test', single_end: false], // meta map
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true) ]
+                ])
+                """
+            }
+        }
+
+        then {
+            assertAll (
+            { assert process.success },
+
+            { assert process.out.html[0][1][0] ==~ ".*/test_1_fastqc.html" },
+            { assert process.out.html[0][1][1] ==~ ".*/test_2_fastqc.html" },
+            { assert process.out.zip[0][1][0] ==~ ".*/test_1_fastqc.zip" },
+            { assert process.out.zip[0][1][1] ==~ ".*/test_2_fastqc.zip" },
+            { assert path(process.out.html[0][1][0]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
+            { assert path(process.out.html[0][1][1]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
+
+            { assert snapshot(process.out.versions).match("versions") }
+            )
+        }
+    }
+
+    test("sarscov2 interleaved [fastq]") {
+
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [id: 'test', single_end: false], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_interleaved.fastq.gz', checkIfExists: true)
+                ])
+            """
+            }
+        }
+
+        then {
+            assertAll (
+            { assert process.success },
+
+            { assert process.out.html[0][1] ==~ ".*/test_fastqc.html" },
+            { assert process.out.zip[0][1] ==~ ".*/test_fastqc.zip" },
+            { assert path(process.out.html[0][1]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
+
+            { assert snapshot(process.out.versions).match("versions") }
             )
         }
     }
-// TODO
-// //
-// // Test with paired-end data
-// //
-// workflow test_fastqc_paired_end {
-//     input = [
-//                 [id: 'test', single_end: false], // meta map
-//                 [
-//                     file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true),
-//                     file(params.test_data['sarscov2']['illumina']['test_2_fastq_gz'], checkIfExists: true)
-//                 ]
-//             ]
-
-//     FASTQC ( input )
-// }
-
-// //
-// // Test with interleaved data
-// //
-// workflow test_fastqc_interleaved {
-//     input = [
-//                 [id: 'test', single_end: false], // meta map
-//                 file(params.test_data['sarscov2']['illumina']['test_interleaved_fastq_gz'], checkIfExists: true)
-//             ]
-
-//     FASTQC ( input )
-// }
-
-// //
-// // Test with bam data
-// //
-// workflow test_fastqc_bam {
-//     input = [
-//                 [id: 'test', single_end: false], // meta map
-//                 file(params.test_data['sarscov2']['illumina']['test_paired_end_sorted_bam'], checkIfExists: true)
-//             ]
-
-//     FASTQC ( input )
-// }
-
-// //
-// // Test with multiple samples
-// //
-// workflow test_fastqc_multiple {
-//     input = [
-//                 [id: 'test', single_end: false], // meta map
-//                 [
-//                     file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true),
-//                     file(params.test_data['sarscov2']['illumina']['test_2_fastq_gz'], checkIfExists: true),
-//                     file(params.test_data['sarscov2']['illumina']['test2_1_fastq_gz'], checkIfExists: true),
-//                     file(params.test_data['sarscov2']['illumina']['test2_2_fastq_gz'], checkIfExists: true)
-//                 ]
-//             ]
-
-//     FASTQC ( input )
-// }
-
-// //
-// // Test with custom prefix
-// //
-// workflow test_fastqc_custom_prefix {
-//     input = [
-//                 [ id:'mysample', single_end:true ], // meta map
-//                 file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true)
-//             ]
-
-//     FASTQC ( input )
-// }
+
+    test("sarscov2 paired-end [bam]") {
+
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [id: 'test', single_end: false], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/bam/test.paired_end.sorted.bam', checkIfExists: true)
+                ])
+                """
+            }
+        }
+
+        then {
+            assertAll (
+            { assert process.success },
+
+            { assert process.out.html[0][1] ==~ ".*/test_fastqc.html" },
+            { assert process.out.zip[0][1] ==~ ".*/test_fastqc.zip" },
+            { assert path(process.out.html[0][1]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
+
+            { assert snapshot(process.out.versions).match("versions") }
+            )
+        }
+    }
+
+    test("sarscov2 multiple [fastq]") {
+
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [id: 'test', single_end: false], // meta map
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_2.fastq.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test2_1.fastq.gz', checkIfExists: true),
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test2_2.fastq.gz', checkIfExists: true) ]
+                ])
+                """
+            }
+        }
+
+        then {
+            assertAll (
+            { assert process.success },
+
+            { assert process.out.html[0][1][0] ==~ ".*/test_1_fastqc.html" },
+            { assert process.out.html[0][1][1] ==~ ".*/test_2_fastqc.html" },
+            { assert process.out.html[0][1][2] ==~ ".*/test_3_fastqc.html" },
+            { assert process.out.html[0][1][3] ==~ ".*/test_4_fastqc.html" },
+            { assert process.out.zip[0][1][0] ==~ ".*/test_1_fastqc.zip" },
+            { assert process.out.zip[0][1][1] ==~ ".*/test_2_fastqc.zip" },
+            { assert process.out.zip[0][1][2] ==~ ".*/test_3_fastqc.zip" },
+            { assert process.out.zip[0][1][3] ==~ ".*/test_4_fastqc.zip" },
+            { assert path(process.out.html[0][1][0]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
+            { assert path(process.out.html[0][1][1]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
+            { assert path(process.out.html[0][1][2]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
+            { assert path(process.out.html[0][1][3]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
+
+            { assert snapshot(process.out.versions).match("versions") }
+            )
+        }
+    }
+
+    test("sarscov2 custom_prefix") {
+
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id:'mysample', single_end:true ], // meta map
+                    file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true)
+                ])
+                """
+            }
+        }
+
+        then {
+            assertAll (
+            { assert process.success },
+
+            { assert process.out.html[0][1] ==~ ".*/mysample_fastqc.html" },
+            { assert process.out.zip[0][1] ==~ ".*/mysample_fastqc.zip" },
+            { assert path(process.out.html[0][1]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
+
+            { assert snapshot(process.out.versions).match("versions") }
+            )
+        }
+    }
+
+    test("sarscov2 single-end [fastq] - stub") {
+
+        options "-stub"
+
+        when {
+            process {
+                """
+                input[0] = Channel.of([
+                    [ id: 'test', single_end:true ],
+                    [ file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastq/test_1.fastq.gz', checkIfExists: true) ]
+                ])
+                """
+            }
+        }
+
+        then {
+            assertAll (
+            { assert process.success },
+            { assert snapshot(process.out.html.collect { file(it[1]).getName() } +
+                                process.out.zip.collect { file(it[1]).getName() } +
+                                process.out.versions ).match() }
+            )
+        }
+    }
+
 }
diff --git a/modules/nf-core/fastqc/tests/main.nf.test.snap b/modules/nf-core/fastqc/tests/main.nf.test.snap
index 636a32ce..5d624bb8 100644
--- a/modules/nf-core/fastqc/tests/main.nf.test.snap
+++ b/modules/nf-core/fastqc/tests/main.nf.test.snap
@@ -1,10 +1,20 @@
 {
+    "sarscov2 single-end [fastq] - stub": {
+        "content": [
+            [
+                "test.html",
+                "test.zip",
+                "versions.yml:md5,e1cc25ca8af856014824abd842e93978"
+            ]
+        ],
+        "timestamp": "2024-01-17T18:40:57.254299"
+    },
     "versions": {
         "content": [
             [
                 "versions.yml:md5,e1cc25ca8af856014824abd842e93978"
             ]
         ],
-        "timestamp": "2023-10-09T23:40:54+0000"
+        "timestamp": "2024-01-17T18:36:50.033627"
     }
 }
\ No newline at end of file
diff --git a/modules/nf-core/multiqc/environment.yml b/modules/nf-core/multiqc/environment.yml
index bc0bdb5b..7625b752 100644
--- a/modules/nf-core/multiqc/environment.yml
+++ b/modules/nf-core/multiqc/environment.yml
@@ -4,4 +4,4 @@ channels:
   - bioconda
   - defaults
 dependencies:
-  - bioconda::multiqc=1.18
+  - bioconda::multiqc=1.19
diff --git a/modules/nf-core/multiqc/main.nf b/modules/nf-core/multiqc/main.nf
index 00cc48d2..1b9f7c43 100644
--- a/modules/nf-core/multiqc/main.nf
+++ b/modules/nf-core/multiqc/main.nf
@@ -3,8 +3,8 @@ process MULTIQC {
 
     conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/multiqc:1.18--pyhdfd78af_0' :
-        'biocontainers/multiqc:1.18--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/multiqc:1.19--pyhdfd78af_0' :
+        'biocontainers/multiqc:1.19--pyhdfd78af_0' }"
 
     input:
     path  multiqc_files, stageAs: "?/*"
@@ -43,7 +43,7 @@ process MULTIQC {
 
     stub:
     """
-    touch multiqc_data
+    mkdir multiqc_data
     touch multiqc_plots
     touch multiqc_report.html
 
diff --git a/modules/nf-core/multiqc/meta.yml b/modules/nf-core/multiqc/meta.yml
index f1aa660e..45a9bc35 100644
--- a/modules/nf-core/multiqc/meta.yml
+++ b/modules/nf-core/multiqc/meta.yml
@@ -1,4 +1,3 @@
-# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/meta-schema.json
 name: multiqc
 description: Aggregate results from bioinformatics analyses across many samples into a single report
 keywords:
diff --git a/modules/nf-core/multiqc/tests/main.nf.test b/modules/nf-core/multiqc/tests/main.nf.test
index c2dad217..d0438eda 100644
--- a/modules/nf-core/multiqc/tests/main.nf.test
+++ b/modules/nf-core/multiqc/tests/main.nf.test
@@ -7,12 +7,9 @@ nextflow_process {
     tag "modules_nfcore"
     tag "multiqc"
 
-    test("MULTIQC: FASTQC") {
+    test("sarscov2 single-end [fastqc]") {
 
         when {
-            params {
-                outdir = "$outputDir"
-            }
             process {
                 """
                 input[0] = Channel.of([file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz_fastqc_zip'], checkIfExists: true)])
@@ -26,20 +23,17 @@ nextflow_process {
         then {
             assertAll(
                 { assert process.success },
-                { assert path(process.out.report.get(0)).exists() },
-                { assert path(process.out.data.get(0)).exists() },
-                { assert path(process.out.versions.get(0)).getText().contains("multiqc") }
+                { assert process.out.report[0] ==~ ".*/multiqc_report.html" },
+                { assert process.out.data[0] ==~ ".*/multiqc_data" },
+                { assert snapshot(process.out.versions).match("versions") }
             )
         }
 
     }
 
-    test("MULTIQC: FASTQC and a config file") {
+    test("sarscov2 single-end [fastqc] [config]") {
 
         when {
-            params {
-                outdir = "$outputDir"
-            }
             process {
                 """
                 input[0] = Channel.of([file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz_fastqc_zip'], checkIfExists: true)])
@@ -53,9 +47,35 @@ nextflow_process {
         then {
             assertAll(
                 { assert process.success },
-                { assert path(process.out.report.get(0)).exists() },
-                { assert path(process.out.data.get(0)).exists() },
-                { assert path(process.out.versions.get(0)).getText().contains("multiqc") }
+                { assert process.out.report[0] ==~ ".*/multiqc_report.html" },
+                { assert process.out.data[0] ==~ ".*/multiqc_data" },
+                { assert snapshot(process.out.versions).match("versions") }
+            )
+        }
+    }
+
+    test("sarscov2 single-end [fastqc] - stub") {
+
+        options "-stub"
+
+        when {
+            process {
+                """
+                input[0] = Channel.of([file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz_fastqc_zip'], checkIfExists: true)])
+                input[1] = []
+                input[2] = []
+                input[3] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out.report.collect { file(it).getName() } +
+                                process.out.data.collect { file(it).getName() } +
+                                process.out.plots.collect { file(it).getName() } +
+                                process.out.versions ).match() }
             )
         }
 
diff --git a/modules/nf-core/multiqc/tests/main.nf.test.snap b/modules/nf-core/multiqc/tests/main.nf.test.snap
new file mode 100644
index 00000000..d37e7304
--- /dev/null
+++ b/modules/nf-core/multiqc/tests/main.nf.test.snap
@@ -0,0 +1,21 @@
+{
+    "versions": {
+        "content": [
+            [
+                "versions.yml:md5,14e9a2661241abd828f4f06a7b5c222d"
+            ]
+        ],
+        "timestamp": "2024-01-09T23:02:49.911994"
+    },
+    "sarscov2 single-end [fastqc] - stub": {
+        "content": [
+            [
+                "multiqc_report.html",
+                "multiqc_data",
+                "multiqc_plots",
+                "versions.yml:md5,14e9a2661241abd828f4f06a7b5c222d"
+            ]
+        ],
+        "timestamp": "2024-01-09T23:03:14.524346"
+    }
+}
\ No newline at end of file
diff --git a/nextflow.config b/nextflow.config
index 7821145d..84bfb07b 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -71,7 +71,7 @@ try {
 }
 
 // Load nf-core/quantms custom profiles from different institutions.
-// Warning: Uncomment only if a pipeline-specific instititutional config already exists on nf-core/configs!
+// Warning: Uncomment only if a pipeline-specific institutional config already exists on nf-core/configs!
 // try {
 //   includeConfig "${params.custom_config_base}/pipeline/quantms.config"
 // } catch (Exception e) {
@@ -91,6 +91,7 @@ profiles {
         podman.enabled         = false
         shifter.enabled        = false
         charliecloud.enabled   = false
+        channels               = ['conda-forge', 'bioconda', 'defaults']
         apptainer.enabled      = false
     }
     mamba {
diff --git a/pyproject.toml b/pyproject.toml
index 0d62beb6..7d08e1c8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,10 +1,13 @@
-# Config file for Python. Mostly used to configure linting of bin/check_samplesheet.py with Black.
+# Config file for Python. Mostly used to configure linting of bin/*.py with Ruff.
 # Should be kept the same as nf-core/tools to avoid fighting with template synchronisation.
-[tool.black]
+[tool.ruff]
 line-length = 120
-target_version = ["py37", "py38", "py39", "py310"]
+target-version = "py38"
+select = ["I", "E1", "E4", "E7", "E9", "F", "UP", "N"]
+cache-dir = "~/.cache/ruff"
 
-[tool.isort]
-profile = "black"
-known_first_party = ["nf_core"]
-multi_line_output = 3
+[tool.ruff.isort]
+known-first-party = ["nf_core"]
+
+[tool.ruff.per-file-ignores]
+"__init__.py" = ["E402", "F401"]
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index 712e4f6e..fd97cb1b 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -127,6 +127,13 @@ workflow.onComplete {
     }
 }
 
+workflow.onError {
+    if (workflow.errorReport.contains("Process requirement exceeds available memory")) {
+        println("🛑 Default resources exceed availability 🛑 ")
+        println("💡 See here on how to configure pipeline: https://nf-co.re/docs/usage/configuration#tuning-workflow-resources 💡")
+    }
+}
+
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
     THE END

From 161dda578ae27fdcc96b7a07e1a50b7bc589d996 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Thu, 1 Feb 2024 19:40:53 +0800
Subject: [PATCH 028/264] first PR about identification subworkflow

---
 .../thirdparty/searchenginemsgf/main.nf       |  4 +-
 nextflow.config                               |  1 +
 nextflow_schema.json                          |  6 ++
 subworkflows/local/dda_id.nf                  | 92 +++++++++++++++++++
 workflows/quantms.nf                          | 42 +++++----
 5 files changed, 126 insertions(+), 19 deletions(-)
 create mode 100644 subworkflows/local/dda_id.nf

diff --git a/modules/local/openms/thirdparty/searchenginemsgf/main.nf b/modules/local/openms/thirdparty/searchenginemsgf/main.nf
index 226b65ff..005d9eb8 100644
--- a/modules/local/openms/thirdparty/searchenginemsgf/main.nf
+++ b/modules/local/openms/thirdparty/searchenginemsgf/main.nf
@@ -49,9 +49,11 @@ process SEARCHENGINEMSGF {
     }
 
     num_enzyme_termini = ""
+    max_missed_cleavages = "-max_missed_cleavages ${params.allowed_missed_cleavages}"
     if (meta.enzyme == "unspecific cleavage")
     {
         num_enzyme_termini = "none"
+        max_missed_cleavages = ""
     }
     else if (params.num_enzyme_termini == "fully")
     {
@@ -75,7 +77,7 @@ process SEARCHENGINEMSGF {
         -max_precursor_charge $params.max_precursor_charge \\
         -min_peptide_length $params.min_peptide_length \\
         -max_peptide_length $params.max_peptide_length \\
-        -max_missed_cleavages $params.allowed_missed_cleavages \\
+        ${max_missed_cleavages} \\
         -isotope_error_range $params.isotope_error_range \\
         -enzyme "${enzyme}" \\
         -tryptic ${msgf_num_enzyme_termini} \\
diff --git a/nextflow.config b/nextflow.config
index 7978011d..862346dd 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -15,6 +15,7 @@ params {
     local_input_type   = 'mzML'
     database           = null
     acquisition_method = null
+    id_only            = false
 
     // Input options
     input                      = null
diff --git a/nextflow_schema.json b/nextflow_schema.json
index f70e01b3..2406fd2b 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -59,6 +59,12 @@
                     "default": "dda",
                     "enum": ["dda", "dia"],
                     "fa_icon": "far fa-list-ol"
+                },
+                "id_only": {
+                    "type": "boolean",
+                    "description": "Only perform identification subworkflow.",
+                    "fa_icon": "far fa-check-square",
+                    "help_text": "Only perform identification subworkflow for specific cases."
                 }
             }
         },
diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
new file mode 100644
index 00000000..873ddf48
--- /dev/null
+++ b/subworkflows/local/dda_id.nf
@@ -0,0 +1,92 @@
+//
+// MODULE: Local to the pipeline
+//
+include { DECOYDATABASE } from '../../modules/local/openms/decoydatabase/main'
+include { CONSENSUSID   } from '../../modules/local/openms/consensusid/main'
+include { EXTRACTPSMFEATURES } from '../../modules/local/openms/extractpsmfeatures/main'
+include { PERCOLATOR         } from '../../modules/local/openms/thirdparty/percolator/main'
+
+//
+// SUBWORKFLOW: Consisting of a mix of local and nf-core/modules
+//
+include { DATABASESEARCHENGINES } from './databasesearchengines'
+include { PSMRESCORING          } from './psmrescoring'
+include { PSMFDRCONTROL         } from './psmfdrcontrol'
+include { PHOSPHOSCORING        } from './phosphoscoring'
+
+workflow DDA_ID {
+    take:
+    ch_file_preparation_results
+    ch_database_wdecoy
+
+    main:
+
+    ch_software_versions = Channel.empty()
+
+    //
+    // SUBWORKFLOW: DatabaseSearchEngines
+    //
+    DATABASESEARCHENGINES (
+        ch_file_preparation_results,
+        ch_database_wdecoy
+    )
+    ch_software_versions = ch_software_versions.mix(DATABASESEARCHENGINES.out.versions.ifEmpty(null))
+    ch_id_files = DATABASESEARCHENGINES.out.ch_id_files_idx
+
+    ch_id_files.branch{ meta, filename ->
+        sage: filename.name.contains('sage')
+            return [meta, filename]
+        nosage: true
+            return [meta, filename]
+    }.set{ch_id_files_branched}
+
+
+    //
+    // SUBWORKFLOW: Rescoring
+    //
+    if (params.posterior_probabilities == 'percolator') {
+        EXTRACTPSMFEATURES(ch_id_files_branched.nosage)
+        ch_id_files_feats = ch_id_files_branched.sage.mix(EXTRACTPSMFEATURES.out.id_files_feat)
+        ch_software_versions = ch_software_versions.mix(EXTRACTPSMFEATURES.out.version)
+        PERCOLATOR(ch_id_files_feats)
+        ch_software_versions = ch_software_versions.mix(PERCOLATOR.out.version)
+        ch_consensus_input = PERCOLATOR.out.id_files_perc
+    }
+
+
+    if (params.posterior_probabilities != 'percolator') {
+        if (params.search_engines.split(",").size() == 1) {
+            FDRIDPEP(ch_id_files)
+            ch_software_versions = ch_software_versions.mix(FDRIDPEP.out.version)
+            ch_id_files = Channel.empty()
+            ch_fdridpep = FDRIDPEP.out.id_files_idx_ForIDPEP_FDR
+        }
+        IDPEP(ch_fdridpep.mix(ch_id_files))
+        ch_software_versions = ch_software_versions.mix(IDPEP.out.version)
+        ch_consensus_input = IDPEP.out.id_files_ForIDPEP
+    }
+
+    //
+    // SUBWORKFLOW: PSMFDRCONTROL
+    //
+    ch_psmfdrcontrol     = Channel.empty()
+    ch_consensus_results = Channel.empty()
+    if (params.search_engines.split(",").size() > 1) {
+        CONSENSUSID(ch_consensus_input.groupTuple(size: params.search_engines.split(",").size()))
+        ch_software_versions = ch_software_versions.mix(CONSENSUSID.out.version.ifEmpty(null))
+        ch_psmfdrcontrol = CONSENSUSID.out.consensusids
+        ch_consensus_results = CONSENSUSID.out.consensusids
+    } else {
+        ch_psmfdrcontrol = ch_consensus_input
+    }
+
+    PSMFDRCONTROL(ch_psmfdrcontrol)
+    ch_software_versions = ch_software_versions.mix(PSMFDRCONTROL.out.version.ifEmpty(null))
+
+
+    emit:
+    id_results              = PSMFDRCONTROL.out.id_filtered
+    psmrescoring_results    = ch_consensus_input
+    ch_consensus_results    = ch_consensus_results
+    version                 = ch_software_versions
+}
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index 1e41ed38..76654bbb 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -51,6 +51,7 @@ include { DECOYDATABASE } from '../modules/local/openms/decoydatabase/main'
 include { INPUT_CHECK } from '../subworkflows/local/input_check'
 include { FILE_PREPARATION } from '../subworkflows/local/file_preparation'
 include { CREATE_INPUT_CHANNEL } from '../subworkflows/local/create_input_channel'
+include { DDA_ID } from '../subworkflows/local/dda_id'
 
 /*
 ========================================================================================
@@ -146,25 +147,30 @@ workflow QUANTMS {
         ch_versions = ch_versions.mix(DECOYDATABASE.out.version.ifEmpty(null))
     }
 
+    if (params.id_only) {
+        DDA_ID( FILE_PREPARATION.out.results, ch_searchengine_in_db)
+        ch_versions = ch_versions.mix(DDA_ID.out.version.ifEmpty(null))
+    } else {
+        TMT(ch_fileprep_result.iso, CREATE_INPUT_CHANNEL.out.ch_expdesign, ch_searchengine_in_db)
+        ch_ids_pmultiqc = ch_ids_pmultiqc.mix(TMT.out.ch_pmultiqc_ids)
+        ch_consensus_pmultiqc = ch_consensus_pmultiqc.mix(TMT.out.ch_pmultiqc_consensus)
+        ch_pipeline_results = ch_pipeline_results.mix(TMT.out.final_result)
+        ch_msstats_in = ch_msstats_in.mix(TMT.out.msstats_in)
+        ch_versions = ch_versions.mix(TMT.out.versions.ifEmpty(null))
+
+        LFQ(ch_fileprep_result.lfq, CREATE_INPUT_CHANNEL.out.ch_expdesign, ch_searchengine_in_db)
+        ch_ids_pmultiqc = ch_ids_pmultiqc.mix(LFQ.out.ch_pmultiqc_ids)
+        ch_consensus_pmultiqc = ch_consensus_pmultiqc.mix(LFQ.out.ch_pmultiqc_consensus)
+        ch_pipeline_results = ch_pipeline_results.mix(LFQ.out.final_result)
+        ch_msstats_in = ch_msstats_in.mix(LFQ.out.msstats_in)
+        ch_versions = ch_versions.mix(LFQ.out.versions.ifEmpty(null))
+
+        DIA(ch_fileprep_result.dia, CREATE_INPUT_CHANNEL.out.ch_expdesign, FILE_PREPARATION.out.statistics)
+        ch_pipeline_results = ch_pipeline_results.mix(DIA.out.diann_report)
+        ch_msstats_in = ch_msstats_in.mix(DIA.out.msstats_in)
+        ch_versions = ch_versions.mix(DIA.out.versions.ifEmpty(null))
+    }
 
-    TMT(ch_fileprep_result.iso, CREATE_INPUT_CHANNEL.out.ch_expdesign, ch_searchengine_in_db)
-    ch_ids_pmultiqc = ch_ids_pmultiqc.mix(TMT.out.ch_pmultiqc_ids)
-    ch_consensus_pmultiqc = ch_consensus_pmultiqc.mix(TMT.out.ch_pmultiqc_consensus)
-    ch_pipeline_results = ch_pipeline_results.mix(TMT.out.final_result)
-    ch_msstats_in = ch_msstats_in.mix(TMT.out.msstats_in)
-    ch_versions = ch_versions.mix(TMT.out.versions.ifEmpty(null))
-
-    LFQ(ch_fileprep_result.lfq, CREATE_INPUT_CHANNEL.out.ch_expdesign, ch_searchengine_in_db)
-    ch_ids_pmultiqc = ch_ids_pmultiqc.mix(LFQ.out.ch_pmultiqc_ids)
-    ch_consensus_pmultiqc = ch_consensus_pmultiqc.mix(LFQ.out.ch_pmultiqc_consensus)
-    ch_pipeline_results = ch_pipeline_results.mix(LFQ.out.final_result)
-    ch_msstats_in = ch_msstats_in.mix(LFQ.out.msstats_in)
-    ch_versions = ch_versions.mix(LFQ.out.versions.ifEmpty(null))
-
-    DIA(ch_fileprep_result.dia, CREATE_INPUT_CHANNEL.out.ch_expdesign, FILE_PREPARATION.out.statistics)
-    ch_pipeline_results = ch_pipeline_results.mix(DIA.out.diann_report)
-    ch_msstats_in = ch_msstats_in.mix(DIA.out.msstats_in)
-    ch_versions = ch_versions.mix(DIA.out.versions.ifEmpty(null))
 
 
     //

From acf154f9aac0acf053492357523d2b8e6a80b98f Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Thu, 1 Feb 2024 21:20:43 +0800
Subject: [PATCH 029/264] prettier

---
 assets/adaptivecard.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/assets/adaptivecard.json b/assets/adaptivecard.json
index 5c061ce5..5af06e53 100644
--- a/assets/adaptivecard.json
+++ b/assets/adaptivecard.json
@@ -64,4 +64,4 @@
             }
         }
     ]
-}
\ No newline at end of file
+}

From 3da55418f7f47bbb5ca28331d4d19a708043d4ba Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Thu, 1 Feb 2024 21:42:48 +0800
Subject: [PATCH 030/264] fixed format

---
 assets/adaptivecard.json |   5 +-
 bin/diann_convert.py     |   2 +-
 nextflow_schema.json     | 168 ++++++++++++++++++++++++++++++---------
 3 files changed, 136 insertions(+), 39 deletions(-)

diff --git a/assets/adaptivecard.json b/assets/adaptivecard.json
index 5af06e53..bd8a7378 100644
--- a/assets/adaptivecard.json
+++ b/assets/adaptivecard.json
@@ -54,7 +54,8 @@
                             "body": [
                                 {
                                     "type": "FactSet",
-                                    "facts": [<% out << summary.collect{ k,v -> "{\"title\": \"$k\", \"value\" : \"$v\"}"}.join(",\n") %>
+                                    "facts": [<% out << summary.collect{ k,v -> "{\"title\": \"$k\", \"value\" : \"$v\"}"
+                                        }.join(",\n") %>
                                     ]
                                 }
                             ]
@@ -64,4 +65,4 @@
             }
         }
     ]
-}
+}
\ No newline at end of file
diff --git a/bin/diann_convert.py b/bin/diann_convert.py
index f85e4b10..2d490a20 100755
--- a/bin/diann_convert.py
+++ b/bin/diann_convert.py
@@ -47,7 +47,7 @@ def cli():
 def convert(ctx, folder, exp_design, dia_params, diann_version, charge, missed_cleavages, qvalue_threshold):
     """
     Convert DIA-NN output to MSstats, Triqler or mzTab.
-     The output formats are
+    The output formats are
     used for quality control and downstream analysis.
 
     :param folder: DiannConvert specifies the folder where the required file resides. The folder contains
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 2406fd2b..94779663 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -25,7 +28,7 @@
                 "outdir": {
                     "type": "string",
                     "description": "The output directory where the results will be saved.",
-                    "default": "./results",
+                    "default": null,
                     "fa_icon": "fas fa-folder-open"
                 },
                 "email": {
@@ -56,8 +59,11 @@
                 "acquisition_method": {
                     "type": "string",
                     "description": "Proteomics data acquisition method",
-                    "default": "dda",
-                    "enum": ["dda", "dia"],
+                    "default": null,
+                    "enum": [
+                        "dda",
+                        "dia"
+                    ],
                     "fa_icon": "far fa-list-ol"
                 },
                 "id_only": {
@@ -109,7 +115,10 @@
                     "description": "Choose the method to produce decoys from input target database.",
                     "default": "reverse",
                     "fa_icon": "fas fa-list-ol",
-                    "enum": ["reverse", "shuffle"]
+                    "enum": [
+                        "reverse",
+                        "shuffle"
+                    ]
                 },
                 "shuffle_max_attempts": {
                     "type": "integer",
@@ -132,7 +141,9 @@
                 }
             },
             "fa_icon": "fas fa-database",
-            "required": ["database"]
+            "required": [
+                "database"
+            ]
         },
         "spectrum_preprocessing": {
             "title": "Spectrum preprocessing",
@@ -207,7 +218,11 @@
                     "help_text": "Warning: not supported by sage yet.",
                     "default": "fully",
                     "fa_icon": "fas fa-list-ol",
-                    "enum": ["fully", "semi", "none"]
+                    "enum": [
+                        "fully",
+                        "semi",
+                        "none"
+                    ]
                 },
                 "allowed_missed_cleavages": {
                     "type": "integer",
@@ -226,7 +241,10 @@
                     "description": "Precursor mass tolerance unit used for database search. Possible values are 'ppm' (default) and 'Da'.",
                     "default": "ppm",
                     "fa_icon": "fas fa-sliders-h",
-                    "enum": ["Da", "ppm"]
+                    "enum": [
+                        "Da",
+                        "ppm"
+                    ]
                 },
                 "fragment_mass_tolerance": {
                     "type": "number",
@@ -241,7 +259,10 @@
                     "default": "Da",
                     "fa_icon": "fas fa-list-ol",
                     "help_text": "Caution: for Comet we are estimating the `fragment_bin_tolerance` parameter based on this automatically.",
-                    "enum": ["Da", "ppm"]
+                    "enum": [
+                        "Da",
+                        "ppm"
+                    ]
                 },
                 "fixed_mods": {
                     "type": "string",
@@ -407,7 +428,11 @@
                     "description": "What to do when peptides are found that do not follow a unified set of rules (since search engines sometimes differ in their interpretation of them). ",
                     "default": "warn",
                     "fa_icon": "far fa-check-square",
-                    "enum": ["warn", "error", "remove"]
+                    "enum": [
+                        "warn",
+                        "error",
+                        "remove"
+                    ]
                 },
                 "IL_equivalent": {
                     "type": "boolean",
@@ -429,12 +454,15 @@
                     "description": "How to calculate posterior probabilities for PSMs:\n\n* 'percolator' = Re-score based on PSM-feature-based SVM and transform distance\n    to hyperplane for posteriors\n* 'fit_distributions' = Fit positive and negative distributions to scores\n    (similar to PeptideProphet)",
                     "fa_icon": "fas fa-list-ol",
                     "default": "percolator",
-                    "enum": ["percolator", "fit_distributions"]
+                    "enum": [
+                        "percolator",
+                        "fit_distributions"
+                    ]
                 },
                 "run_fdr_cutoff": {
                     "type": "number",
                     "description": "FDR cutoff on PSM level (or peptide level; see Percolator options) *per run* before going into feature finding, map alignment and inference. This can be seen as a pre-filter. See ",
-                    "default": 0.01,
+                    "default": 0.10,
                     "fa_icon": "fas fa-filter"
                 },
                 "idfilter_debug": {
@@ -472,7 +500,10 @@
                     "description": "Calculate FDR on PSM ('psm-level-fdrs') or peptide level ('peptide-level-fdrs')?",
                     "default": "peptide-level-fdrs",
                     "fa_icon": "fas fa-list-ol",
-                    "enum": ["peptide-level-fdrs", "psm-level-fdrs"]
+                    "enum": [
+                        "peptide-level-fdrs",
+                        "psm-level-fdrs"
+                    ]
                 },
                 "train_FDR": {
                     "type": "number",
@@ -525,7 +556,12 @@
                     "description": "How to handle outliers during fitting:\n\n* ignore_iqr_outliers (default): ignore outliers outside of `3*IQR` from Q1/Q3 for fitting\n* set_iqr_to_closest_valid: set IQR-based outliers to the last valid value for fitting\n* ignore_extreme_percentiles: ignore everything outside 99th and 1st percentile (also removes equal values like potential censored max values in XTandem)\n* none: do nothing",
                     "default": "none",
                     "fa_icon": "fas fa-list-ol",
-                    "enum": ["none", "ignore_iqr_outliers", "set_iqr_to_closest_valid", "ignore_extreme_percentiles"]
+                    "enum": [
+                        "none",
+                        "ignore_iqr_outliers",
+                        "set_iqr_to_closest_valid",
+                        "ignore_extreme_percentiles"
+                    ]
                 },
                 "idpep_debug": {
                     "type": "integer",
@@ -549,7 +585,11 @@
                     "default": "best",
                     "fa_icon": "fas fa-list-ol",
                     "help_text": "Specifies how search engine results are combined: ConsensusID offers several algorithms that can aggregate results from multiple peptide identification engines ('search engines') into consensus identifications - typically one per MS2 spectrum. This works especially well for search engines that provide more than one peptide hit per spectrum, i.e. that report not just the best hit, but also a list of runner-up candidates with corresponding scores.\n\nThe available algorithms are:\n\n* PEPMatrix: Scoring based on posterior error probabilities (PEPs) and peptide sequence similarities. This algorithm uses a substitution matrix to score the similarity of sequences not listed by all search engines. It requires PEPs as the scores for all peptide hits.\n* PEPIons: Scoring based on posterior error probabilities (PEPs) and fragment ion similarities ('shared peak count'). This algorithm, too, requires PEPs as scores.\n* best: For each peptide ID, this uses the best score of any search engine as the consensus score.\n* worst: For each peptide ID, this uses the worst score of any search engine as the consensus score.\n* average: For each peptide ID, this uses the average score of all search engines as the consensus score.\n* ranks: Calculates a consensus score based on the ranks of peptide IDs in the results of different search engines. The final score is in the range (0, 1], with 1 being the best score.\n\nTo make scores comparable, for best, worst and average, PEPs are used as well. Peptide IDs are only considered the same if they map to exactly the same sequence (including modifications and their localization). Also isobaric aminoacids are (for now) only considered equal with the PEPMatrix/PEPIons algorithms.",
-                    "enum": ["best", "PEPMatrix", "PEPIons"]
+                    "enum": [
+                        "best",
+                        "PEPMatrix",
+                        "PEPIons"
+                    ]
                 },
                 "consensusid_considered_top_hits": {
                     "type": "integer",
@@ -583,7 +623,12 @@
                     "type": "string",
                     "description": "Operate only on MSn scans where any of its precursors features a certain activation method. Set to empty to disable.",
                     "fa_icon": "fas fa-font",
-                    "enum": ["HCD", "CID", "ETD", "ECD"]
+                    "enum": [
+                        "HCD",
+                        "CID",
+                        "ETD",
+                        "ECD"
+                    ]
                 },
                 "reporter_mass_shift": {
                     "type": "number",
@@ -672,13 +717,20 @@
                     "default": "aggregation",
                     "fa_icon": "fas fa-list-ol",
                     "help_text": "Infer proteins through:\n\n* 'aggregation'  =  aggregates all peptide scores across a protein (by calculating the maximum) (default)\n* 'bayesian'        =  compute a posterior probability for every protein based on a Bayesian network (i.e. using Epifany)\n* ('percolator' not yet supported)\n\n**Note:** If protein grouping is performed also depends on the `protein_quant` parameter (i.e. if peptides have to be unique or unique to a group only)",
-                    "enum": ["aggregation", "bayesian"]
+                    "enum": [
+                        "aggregation",
+                        "bayesian"
+                    ]
                 },
                 "protein_score": {
                     "type": "string",
                     "description": "[Ignored in Bayesian] How to aggregate scores of peptides matching to the same protein",
                     "default": "best",
-                    "enum": ["best", "product", "sum"],
+                    "enum": [
+                        "best",
+                        "product",
+                        "sum"
+                    ],
                     "fa_icon": "fas fa-list-ol"
                 },
                 "use_shared_peptides": {
@@ -767,7 +819,12 @@
                     "type": "string",
                     "description": "Averaging method used to compute protein abundances from peptide abundances.",
                     "default": "median",
-                    "enum": ["median", "mean", "weighted_mean", "sum"],
+                    "enum": [
+                        "median",
+                        "mean",
+                        "weighted_mean",
+                        "sum"
+                    ],
                     "fa_icon": "fas fa-list-ol"
                 },
                 "best_charge_and_fraction": {
@@ -803,7 +860,11 @@
                     "type": "string",
                     "description": "Quantify proteins based on:\n\n* 'unique_peptides' = use peptides mapping to single proteins or a group of indistinguishable proteins (according to the set of experimentally identified peptides)\n* 'strictly_unique_peptides' (only LFQ) = use peptides mapping to a unique single protein only\n* 'shared_peptides' = use shared peptides, too, but only greedily for its best group (by inference score and nr. of peptides)",
                     "default": "unique_peptides",
-                    "enum": ["unique_peptides", "strictly_unique_peptides", "shared_peptides"],
+                    "enum": [
+                        "unique_peptides",
+                        "strictly_unique_peptides",
+                        "shared_peptides"
+                    ],
                     "fa_icon": "fas fa-list-ol"
                 },
                 "export_mztab": {
@@ -825,7 +886,10 @@
                     "type": "string",
                     "description": "Choose between feature-based quantification based on integrated MS1 signals ('feature_intensity'; default) or spectral counting of PSMs ('spectral_counting'). **WARNING:** 'spectral_counting' is not compatible with our MSstats step yet. MSstats will therefore be disabled automatically with that choice.",
                     "default": "feature_intensity",
-                    "enum": ["feature_intensity", "spectral_counting"],
+                    "enum": [
+                        "feature_intensity",
+                        "spectral_counting"
+                    ],
                     "fa_icon": "fas fa-list-ol"
                 },
                 "mass_recalibration": {
@@ -842,21 +906,21 @@
                 "feature_with_id_min_score": {
                     "type": "number",
                     "description": "The minimum probability (e.g.: 0.25) an identified (=id targeted) feature must have to be kept for alignment and linking (0=no filter).",
-                    "default": 0.0,
+                    "default": 0.10,
                     "fa_icon": "fas fa-filter",
                     "help_text": "The minimum probability (e.g.: 0.25) an identified (=id targeted) feature must have to be kept for alignment and linking (0=no filter). (default: '0.0') (min: '0.0' max: '1.0')"
                 },
                 "feature_without_id_min_score": {
                     "type": "number",
                     "description": "The minimum probability (e.g.: 0.75) an unidentified feature must have to be kept for alignment and linking (0=no filter).",
-                    "default": 0.0,
+                    "default": 0.75,
                     "fa_icon": "fas fa-filter",
                     "help_text": "The minimum probability (e.g.: 0.75) an unidentified feature must have to be kept for alignment and linking (0=no filter). (default: '0.0') (min: '0.0' max: '1.0')"
                 },
                 "lfq_intensity_threshold": {
                     "type": "number",
                     "description": "The minimum intensity for a feature to be considered for quantification. (default: '10000')",
-                    "default": 10000,
+                    "default": 1000,
                     "fa_icon": "fas fa-filter",
                     "help_text": "The minimum intensity for a feature to be considered for quantification. (default: '10000')"
                 },
@@ -864,7 +928,10 @@
                     "type": "string",
                     "description": "The order in which maps are aligned. Star = all vs. the reference with most IDs (default). TreeGuided = an alignment tree is calculated first based on similarity measures of the IDs in the maps.",
                     "default": "star",
-                    "enum": ["star", "treeguided"],
+                    "enum": [
+                        "star",
+                        "treeguided"
+                    ],
                     "fa_icon": "far fa-list-ol"
                 },
                 "quantify_decoys": {
@@ -906,7 +973,7 @@
                     "description": "Set the scan window radius to a specific value",
                     "fa_icon": "fas fa-filter",
                     "help_text": " Ideally, should be approximately equal to the average number of data points per peak",
-                    "default": 7
+                    "default": 8
                 },
                 "min_corr": {
                     "type": "number",
@@ -930,7 +997,11 @@
                     "type": "number",
                     "description": "Controls the protein inference mode",
                     "fa_icon": "fas fa-list-ol",
-                    "enum": [0, 1, 2],
+                    "enum": [
+                        0,
+                        1,
+                        2
+                    ],
                     "default": 2
                 },
                 "species_genes": {
@@ -965,7 +1036,13 @@
                     "description": "Debug level",
                     "default": 3,
                     "fa_icon": "fas fa-bug",
-                    "enum": [0, 1, 2, 3, 4],
+                    "enum": [
+                        0,
+                        1,
+                        2,
+                        3,
+                        4
+                    ],
                     "hidden": true
                 },
                 "diann_normalize": {
@@ -1028,14 +1105,20 @@
                     "description": "Which features to use for quantification per protein: 'top3' or 'highQuality' which removes outliers only",
                     "fa_icon": "far fa-list-ol",
                     "default": "top3",
-                    "enum": ["top3", "highQuality"]
+                    "enum": [
+                        "top3",
+                        "highQuality"
+                    ]
                 },
                 "msstatslfq_quant_summary_method": {
                     "type": "string",
                     "description": "which summary method to use: 'TMP' (Tukey's median polish) or 'linear' (linear mixed model)",
                     "fa_icon": "far fa-list-ol",
                     "default": "TMP",
-                    "enum": ["TMP", "linear"]
+                    "enum": [
+                        "TMP",
+                        "linear"
+                    ]
                 },
                 "msstats_remove_one_feat_prot": {
                     "type": "boolean",
@@ -1066,14 +1149,22 @@
                     "description": "select the feature with the largest summmation or maximal value",
                     "fa_icon": "far fa-list-ol",
                     "default": "sum",
-                    "enum": ["sum", "max"]
+                    "enum": [
+                        "sum",
+                        "max"
+                    ]
                 },
                 "msstatsiso_summarization_method": {
                     "type": "string",
                     "description": "summarization methods to protein-level can be perfomed",
                     "fa_icon": "far fa-list-ol",
                     "default": "msstats",
-                    "enum": ["msstats", "MedianPolish", "Median", "LogSum"]
+                    "enum": [
+                        "msstats",
+                        "MedianPolish",
+                        "Median",
+                        "LogSum"
+                    ]
                 },
                 "msstatsiso_global_norm": {
                     "type": "boolean",
@@ -1187,7 +1278,6 @@
                 "max_memory": {
                     "type": "string",
                     "description": "Maximum amount of memory that can be requested for any single job.",
-                    "default": "128.GB",
                     "fa_icon": "fas fa-memory",
                     "pattern": "^\\d+(\\.\\d+)?\\.?\\s*(K|M|G|T)?B$",
                     "hidden": true,
@@ -1196,7 +1286,6 @@
                 "max_time": {
                     "type": "string",
                     "description": "Maximum amount of time that can be requested for any single job.",
-                    "default": "240.h",
                     "fa_icon": "far fa-clock",
                     "pattern": "^(\\d+\\.?\\s*(s|m|h|d|day)\\s*)+$",
                     "hidden": true,
@@ -1229,7 +1318,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -1387,4 +1483,4 @@
             "$ref": "#/definitions/generic_options"
         }
     ]
-}
+}
\ No newline at end of file

From 470dd37c52b79aa579dff7e5bd423bf87664c90a Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Thu, 1 Feb 2024 22:43:39 +0800
Subject: [PATCH 031/264] fixed

---
 nextflow_schema.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 94779663..9958d57b 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -296,7 +296,7 @@
                 "instrument": {
                     "type": "string",
                     "description": "Type of instrument that generated the data. 'low_res' or 'high_res' (default; refers to LCQ and LTQ instruments)",
-                    "default": "high_res",
+                    "default": null,
                     "fa_icon": "fas fa-list-ol"
                 },
                 "protocol": {

From 3963c6e60f9334d8ff1d24df2ec2feb431fcec49 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sun, 11 Feb 2024 14:20:42 +0000
Subject: [PATCH 032/264] minor changes, assembly only in preliminary mzmls

---
 modules/local/diann_preliminary_analysis/main.nf | 1 +
 workflows/dia.nf                                 | 4 ++--
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/modules/local/diann_preliminary_analysis/main.nf b/modules/local/diann_preliminary_analysis/main.nf
index f15af0ff..63f311db 100644
--- a/modules/local/diann_preliminary_analysis/main.nf
+++ b/modules/local/diann_preliminary_analysis/main.nf
@@ -13,6 +13,7 @@ process DIANN_PRELIMINARY_ANALYSIS {
     path "*.quant", emit: diann_quant
     tuple val(meta), path("*_diann.log"), emit: log
     path "versions.yml", emit: version
+    path(ms_file), emit: preliminary_ms_file
 
     when:
     task.ext.when == null || task.ext.when
diff --git a/workflows/dia.nf b/workflows/dia.nf
index 69bc2538..5f8dda35 100644
--- a/workflows/dia.nf
+++ b/workflows/dia.nf
@@ -86,9 +86,9 @@ workflow DIA {
         //
         // MODULE: ASSEMBLE_EMPIRICAL_LIBRARY
         //
-        // Order matters in DIANN, This shoudl be sorted for reproducible results.
+        // Order matters in DIANN, This should be sorted for reproducible results.
         ASSEMBLE_EMPIRICAL_LIBRARY(
-            ch_result.ms_file.collect(),
+            DIANN_PRELIMINARY_ANALYSIS.out.preliminary_ms_file.collect(),
             meta,
             DIANN_PRELIMINARY_ANALYSIS.out.diann_quant.collect(),
             speclib

From 7185a2aa8e721b25dda61b3d027bcf653bfaf94e Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sun, 11 Feb 2024 14:34:27 +0000
Subject: [PATCH 033/264] updating some paraemeters

---
 nextflow.config      | 2 +-
 nextflow_schema.json | 2 --
 2 files changed, 1 insertion(+), 3 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index fd7ce6d1..09aeb989 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -217,7 +217,7 @@ params {
     multiqc_methods_description = null
 
     // Boilerplate options
-    outdir                     = null
+    outdir                     = './results'
     publish_dir_mode           = 'copy'
     email                      = null
     email_on_fail              = null
diff --git a/nextflow_schema.json b/nextflow_schema.json
index f70e01b3..3ca7ac3f 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -56,7 +56,6 @@
                 "acquisition_method": {
                     "type": "string",
                     "description": "Proteomics data acquisition method",
-                    "default": "dda",
                     "enum": ["dda", "dia"],
                     "fa_icon": "far fa-list-ol"
                 }
@@ -269,7 +268,6 @@
                 "instrument": {
                     "type": "string",
                     "description": "Type of instrument that generated the data. 'low_res' or 'high_res' (default; refers to LCQ and LTQ instruments)",
-                    "default": "high_res",
                     "fa_icon": "fas fa-list-ol"
                 },
                 "protocol": {

From 1847cb348bdfbb5c7b0d9f24e6189279c55f39cc Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sun, 11 Feb 2024 14:37:30 +0000
Subject: [PATCH 034/264] updating some paraemeters

---
 assets/adaptivecard.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/assets/adaptivecard.json b/assets/adaptivecard.json
index 5c061ce5..5af06e53 100644
--- a/assets/adaptivecard.json
+++ b/assets/adaptivecard.json
@@ -64,4 +64,4 @@
             }
         }
     ]
-}
\ No newline at end of file
+}

From 1ed68a5270cb0bd0cf0b0b2ea111b346fc56421a Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sun, 11 Feb 2024 14:40:23 +0000
Subject: [PATCH 035/264] updating some parameters

---
 nextflow_schema.json | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 3ca7ac3f..4581caf5 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -426,7 +426,7 @@
                 "run_fdr_cutoff": {
                     "type": "number",
                     "description": "FDR cutoff on PSM level (or peptide level; see Percolator options) *per run* before going into feature finding, map alignment and inference. This can be seen as a pre-filter. See ",
-                    "default": 0.01,
+                    "default": 0.10,
                     "fa_icon": "fas fa-filter"
                 },
                 "idfilter_debug": {
@@ -834,21 +834,21 @@
                 "feature_with_id_min_score": {
                     "type": "number",
                     "description": "The minimum probability (e.g.: 0.25) an identified (=id targeted) feature must have to be kept for alignment and linking (0=no filter).",
-                    "default": 0.0,
+                    "default": 0.10,
                     "fa_icon": "fas fa-filter",
                     "help_text": "The minimum probability (e.g.: 0.25) an identified (=id targeted) feature must have to be kept for alignment and linking (0=no filter). (default: '0.0') (min: '0.0' max: '1.0')"
                 },
                 "feature_without_id_min_score": {
                     "type": "number",
                     "description": "The minimum probability (e.g.: 0.75) an unidentified feature must have to be kept for alignment and linking (0=no filter).",
-                    "default": 0.0,
+                    "default": 0.75,
                     "fa_icon": "fas fa-filter",
                     "help_text": "The minimum probability (e.g.: 0.75) an unidentified feature must have to be kept for alignment and linking (0=no filter). (default: '0.0') (min: '0.0' max: '1.0')"
                 },
                 "lfq_intensity_threshold": {
                     "type": "number",
                     "description": "The minimum intensity for a feature to be considered for quantification. (default: '10000')",
-                    "default": 10000,
+                    "default": 1000,
                     "fa_icon": "fas fa-filter",
                     "help_text": "The minimum intensity for a feature to be considered for quantification. (default: '10000')"
                 },
@@ -898,7 +898,7 @@
                     "description": "Set the scan window radius to a specific value",
                     "fa_icon": "fas fa-filter",
                     "help_text": " Ideally, should be approximately equal to the average number of data points per peak",
-                    "default": 7
+                    "default": 8
                 },
                 "min_corr": {
                     "type": "number",
@@ -1179,7 +1179,7 @@
                 "max_memory": {
                     "type": "string",
                     "description": "Maximum amount of memory that can be requested for any single job.",
-                    "default": "128.GB",
+                    "default": "128 GB",
                     "fa_icon": "fas fa-memory",
                     "pattern": "^\\d+(\\.\\d+)?\\.?\\s*(K|M|G|T)?B$",
                     "hidden": true,
@@ -1188,7 +1188,7 @@
                 "max_time": {
                     "type": "string",
                     "description": "Maximum amount of time that can be requested for any single job.",
-                    "default": "240.h",
+                    "default": "10 d",
                     "fa_icon": "far fa-clock",
                     "pattern": "^(\\d+\\.?\\s*(s|m|h|d|day)\\s*)+$",
                     "hidden": true,

From 8d60470a7e7f0553aaee1ea5957dc8a2140d44da Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sun, 11 Feb 2024 14:44:07 +0000
Subject: [PATCH 036/264] updating some parameters

---
 bin/diann_convert.py | 8 +++-----
 nextflow_schema.json | 2 +-
 2 files changed, 4 insertions(+), 6 deletions(-)

diff --git a/bin/diann_convert.py b/bin/diann_convert.py
index f85e4b10..f3e2444a 100755
--- a/bin/diann_convert.py
+++ b/bin/diann_convert.py
@@ -47,8 +47,7 @@ def cli():
 def convert(ctx, folder, exp_design, dia_params, diann_version, charge, missed_cleavages, qvalue_threshold):
     """
     Convert DIA-NN output to MSstats, Triqler or mzTab.
-     The output formats are
-    used for quality control and downstream analysis.
+    The output formats are used for quality control and downstream analysis.
 
     :param folder: DiannConvert specifies the folder where the required file resides. The folder contains
         the DiaNN main report, protein matrix, precursor matrix, experimental design file, protein sequence
@@ -1161,10 +1160,9 @@ def per_peptide_study_report(report: pd.DataFrame) -> pd.DataFrame:
     This implementation differs in several aspects in the output values:
     1. in the fact that it actually gets values for the m/z
     2. always returns a float, whilst the apply version returns an 'object' dtype.
-    3. The original implementation, missing values had the string 'null', here
-       they have the value np.nan.
+    3. The original implementation, missing values had the string 'null', here they have the value np.nan.
     4. The order of the final output is different; the original orders columns by
-       study variables > calculated value, this one is calculated value > study variables.
+    study variables > calculated value, this one is calculated value > study variables.
 
     Calculates the mean, standard deviation and std error of the precursor
     abundances, as well as the mean retention time and m/z.
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 4581caf5..f193131b 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -1188,7 +1188,7 @@
                 "max_time": {
                     "type": "string",
                     "description": "Maximum amount of time that can be requested for any single job.",
-                    "default": "10 d",
+                    "default": "10d",
                     "fa_icon": "far fa-clock",
                     "pattern": "^(\\d+\\.?\\s*(s|m|h|d|day)\\s*)+$",
                     "hidden": true,

From 766d0d4366fde92357ac27b302421eb01d7abc1b Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sun, 11 Feb 2024 14:47:33 +0000
Subject: [PATCH 037/264] updating some parameters

---
 docs/usage.md | 58 +++++++++++++++++++++++++--------------------------
 1 file changed, 29 insertions(+), 29 deletions(-)

diff --git a/docs/usage.md b/docs/usage.md
index ae574c88..abe80c2d 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -179,35 +179,35 @@ The [Nextflow DSL2](https://www.nextflow.io/docs/latest/dsl2.html) implementatio
 2. Find the latest version of the Biocontainer available on [Quay.io](https://quay.io/repository/biocontainers/pangolin?tag=latest&tab=tags)
 3. Create the custom config accordingly:
 
-   - For Docker:
-
-     ```nextflow
-     process {
-         withName: PANGOLIN {
-             container = 'biocontainers/pangolin:3.0.5--pyhdfd78af_0'
-         }
-     }
-     ```
-
-   - For Singularity:
-
-     ```nextflow
-     process {
-         withName: PANGOLIN {
-             container = 'https://depot.galaxyproject.org/singularity/pangolin:3.0.5--pyhdfd78af_0'
-         }
-     }
-     ```
-
-   - For Conda:
-
-     ```nextflow
-     process {
-         withName: PANGOLIN {
-             conda = 'bioconda::pangolin=3.0.5'
-         }
-     }
-     ```
+  - For Docker:
+
+  ```nextflow
+  process {
+      withName: PANGOLIN {
+          container = 'biocontainers/pangolin:3.0.5--pyhdfd78af_0'
+      }
+  }
+  ```
+
+  - For Singularity:
+
+  ```nextflow
+  process {
+      withName: PANGOLIN {
+          container = 'https://depot.galaxyproject.org/singularity/pangolin:3.0.5--pyhdfd78af_0'
+      }
+  }
+  ```
+
+  - For Conda:
+
+  ```nextflow
+  process {
+      withName: PANGOLIN {
+          conda = 'bioconda::pangolin=3.0.5'
+      }
+  }
+  ```
 
 > **NB:** If you wish to periodically update individual tool-specific results (e.g. Pangolin) generated by the pipeline then you must ensure to keep the `work/` directory otherwise the `-resume` ability of the pipeline will be compromised and it will restart from scratch.
 

From 0cf17826370618e3ef0b05973f20a114b0744eaa Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sun, 11 Feb 2024 14:50:05 +0000
Subject: [PATCH 038/264] updating some parameters

---
 docs/usage.md | 58 +++++++++++++++++++++++++--------------------------
 1 file changed, 29 insertions(+), 29 deletions(-)

diff --git a/docs/usage.md b/docs/usage.md
index abe80c2d..c2fe207b 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -179,35 +179,35 @@ The [Nextflow DSL2](https://www.nextflow.io/docs/latest/dsl2.html) implementatio
 2. Find the latest version of the Biocontainer available on [Quay.io](https://quay.io/repository/biocontainers/pangolin?tag=latest&tab=tags)
 3. Create the custom config accordingly:
 
-  - For Docker:
-
-  ```nextflow
-  process {
-      withName: PANGOLIN {
-          container = 'biocontainers/pangolin:3.0.5--pyhdfd78af_0'
-      }
-  }
-  ```
-
-  - For Singularity:
-
-  ```nextflow
-  process {
-      withName: PANGOLIN {
-          container = 'https://depot.galaxyproject.org/singularity/pangolin:3.0.5--pyhdfd78af_0'
-      }
-  }
-  ```
-
-  - For Conda:
-
-  ```nextflow
-  process {
-      withName: PANGOLIN {
-          conda = 'bioconda::pangolin=3.0.5'
-      }
-  }
-  ```
+- For Docker:
+
+```nextflow
+process {
+    withName: PANGOLIN {
+        container = 'biocontainers/pangolin:3.0.5--pyhdfd78af_0'
+    }
+}
+```
+
+- For Singularity:
+
+```nextflow
+process {
+    withName: PANGOLIN {
+        container = 'https://depot.galaxyproject.org/singularity/pangolin:3.0.5--pyhdfd78af_0'
+    }
+}
+```
+
+- For Conda:
+
+```nextflow
+process {
+    withName: PANGOLIN {
+        conda = 'bioconda::pangolin=3.0.5'
+    }
+}
+```
 
 > **NB:** If you wish to periodically update individual tool-specific results (e.g. Pangolin) generated by the pipeline then you must ensure to keep the `work/` directory otherwise the `-resume` ability of the pipeline will be compromised and it will restart from scratch.
 

From 429d251203b291a950a8622403527a812da69112 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sun, 11 Feb 2024 14:52:39 +0000
Subject: [PATCH 039/264] updating some parameters

---
 .github/workflows/download_pipeline.yml | 2 +-
 nextflow_schema.json                    | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/download_pipeline.yml b/.github/workflows/download_pipeline.yml
index 8611458a..8a330045 100644
--- a/.github/workflows/download_pipeline.yml
+++ b/.github/workflows/download_pipeline.yml
@@ -64,4 +64,4 @@ jobs:
         env:
           NXF_SINGULARITY_CACHEDIR: ./
           NXF_SINGULARITY_HOME_MOUNT: true
-        run: nextflow run ./${{ env.REPOTITLE_LOWERCASE }}/$( sed 's/\W/_/g' <<< ${{ env.REPO_BRANCH }}) -stub -profile test,singularity --outdir ./results 
+        run: nextflow run ./${{ env.REPOTITLE_LOWERCASE }}/$( sed 's/\W/_/g' <<< ${{ env.REPO_BRANCH }}) -stub -profile test,singularity --outdir ./results
diff --git a/nextflow_schema.json b/nextflow_schema.json
index f193131b..b3dd125b 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -426,7 +426,7 @@
                 "run_fdr_cutoff": {
                     "type": "number",
                     "description": "FDR cutoff on PSM level (or peptide level; see Percolator options) *per run* before going into feature finding, map alignment and inference. This can be seen as a pre-filter. See ",
-                    "default": 0.10,
+                    "default": 0.1,
                     "fa_icon": "fas fa-filter"
                 },
                 "idfilter_debug": {
@@ -834,7 +834,7 @@
                 "feature_with_id_min_score": {
                     "type": "number",
                     "description": "The minimum probability (e.g.: 0.25) an identified (=id targeted) feature must have to be kept for alignment and linking (0=no filter).",
-                    "default": 0.10,
+                    "default": 0.1,
                     "fa_icon": "fas fa-filter",
                     "help_text": "The minimum probability (e.g.: 0.25) an identified (=id targeted) feature must have to be kept for alignment and linking (0=no filter). (default: '0.0') (min: '0.0' max: '1.0')"
                 },

From 7a2b085c299cf90f06489cea86175db8d0f9a4ef Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sun, 11 Feb 2024 14:55:24 +0000
Subject: [PATCH 040/264] updating some parameters

---
 .devcontainer/devcontainer.json | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 4a9bc5c7..4ecfbfe3 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -18,11 +18,11 @@
                 "python.linting.flake8Path": "/opt/conda/bin/flake8",
                 "python.linting.pycodestylePath": "/opt/conda/bin/pycodestyle",
                 "python.linting.pydocstylePath": "/opt/conda/bin/pydocstyle",
-                "python.linting.pylintPath": "/opt/conda/bin/pylint",
+                "python.linting.pylintPath": "/opt/conda/bin/pylint"
             },
 
             // Add the IDs of extensions you want installed when the container is created.
-            "extensions": ["ms-python.python", "ms-python.vscode-pylance", "nf-core.nf-core-extensionpack"],
-        },
-    },
+            "extensions": ["ms-python.python", "ms-python.vscode-pylance", "nf-core.nf-core-extensionpack"]
+        }
+    }
 }

From e4aee14c5f58bca594d8a52bc56dd26c9d34f5a4 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 12 Feb 2024 08:33:21 +0000
Subject: [PATCH 041/264] minor changes

---
 modules/local/thermorawfileparser/main.nf                  | 6 +++---
 .../dumpsoftwareversions/templates/dumpsoftwareversions.py | 7 +------
 2 files changed, 4 insertions(+), 9 deletions(-)

diff --git a/modules/local/thermorawfileparser/main.nf b/modules/local/thermorawfileparser/main.nf
index 3c3f8a66..dba9e328 100644
--- a/modules/local/thermorawfileparser/main.nf
+++ b/modules/local/thermorawfileparser/main.nf
@@ -4,10 +4,10 @@ process THERMORAWFILEPARSER {
     label 'process_single'
     label 'error_retry'
 
-    conda "conda-forge::mono bioconda::thermorawfileparser=1.3.4"
+    conda "conda-forge::mono bioconda::thermorawfileparser=1.4.3"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/thermorawfileparser:1.3.4--ha8f3691_0' :
-        'biocontainers/thermorawfileparser:1.3.4--ha8f3691_0' }"
+        'https://depot.galaxyproject.org/singularity/thermorawfileparser:1.4.3--ha8f3691_0' :
+        'biocontainers/thermorawfileparser:1.4.3--ha8f3691_0' }"
 
     stageInMode {
         if (task.attempt == 1) {
diff --git a/modules/nf-core/custom/dumpsoftwareversions/templates/dumpsoftwareversions.py b/modules/nf-core/custom/dumpsoftwareversions/templates/dumpsoftwareversions.py
index f5690c52..e55b8d43 100755
--- a/modules/nf-core/custom/dumpsoftwareversions/templates/dumpsoftwareversions.py
+++ b/modules/nf-core/custom/dumpsoftwareversions/templates/dumpsoftwareversions.py
@@ -59,12 +59,7 @@ def main():
     }
 
     with open("$versions") as f:
-        # load as text and print for debugging
-        versions_text = f.read()
-        print(versions_text)
-
-    with open("$versions") as f:
-        versions_by_process = yaml.safe_load(f) | versions_this_module
+        versions_by_process = yaml.load(f, Loader=yaml.BaseLoader) | versions_this_module
 
     # aggregate versions by the module name (derived from fully-qualified process name)
     versions_by_module = {}

From 95b9da9db1ea432f2a2149475a30027fdb489b4a Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 12 Feb 2024 11:46:20 +0000
Subject: [PATCH 042/264] update msstats to 4.10.0

---
 modules/local/msstats/main.nf    | 6 +++---
 modules/local/msstatstmt/main.nf | 6 +++---
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/modules/local/msstats/main.nf b/modules/local/msstats/main.nf
index 6e215bb8..bd5de19e 100644
--- a/modules/local/msstats/main.nf
+++ b/modules/local/msstats/main.nf
@@ -2,11 +2,11 @@ process MSSTATS {
     tag "$msstats_csv_input.Name"
     label 'process_medium'
 
-    conda "bioconda::bioconductor-msstats=4.8.3"
+    conda "bioconda::bioconductor-msstats=4.10.0"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/bioconductor-msstats:4.8.3--r43hf17093f_0"
+        container "https://depot.galaxyproject.org/singularity/bioconductor-msstats:4.10.0--r43hf17093f_0"
     } else {
-        container "biocontainers/bioconductor-msstats:4.8.3--r43hf17093f_0"
+        container "biocontainers/bioconductor-msstats:4.10.0--r43hf17093f_0"
     }
 
     input:
diff --git a/modules/local/msstatstmt/main.nf b/modules/local/msstatstmt/main.nf
index 1d5d7a90..32b9cb6b 100644
--- a/modules/local/msstatstmt/main.nf
+++ b/modules/local/msstatstmt/main.nf
@@ -2,11 +2,11 @@ process MSSTATSTMT {
     tag "$msstatstmt_csv_input.Name"
     label 'process_medium'
 
-    conda "bioconda::bioconductor-msstatstmt=2.8.0"
+    conda "bioconda::bioconductor-msstatstmt=2.10.0"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/bioconductor-msstatstmt:2.8.0--r43hdfd78af_0"
+        container "https://depot.galaxyproject.org/singularity/bioconductor-msstatstmt:2.10.0--r43hdfd78af_0"
     } else {
-        container "biocontainers/bioconductor-msstatstmt:2.8.0--r43hdfd78af_0"
+        container "biocontainers/bioconductor-msstatstmt:2.10.0--r43hdfd78af_0"
     }
 
     input:

From 9dd6e0a8ee3de3895d060c7d473f2bdfc09717bc Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 12 Feb 2024 12:56:01 +0000
Subject: [PATCH 043/264] skip msstats for dia

---
 conf/test_dia.config | 1 +
 1 file changed, 1 insertion(+)

diff --git a/conf/test_dia.config b/conf/test_dia.config
index 666101ff..15058175 100644
--- a/conf/test_dia.config
+++ b/conf/test_dia.config
@@ -33,6 +33,7 @@ params {
     max_precursor_charge = 3
     allowed_missed_cleavages = 1
     diann_normalize = false
+    skip_post_msstats = true
     max_mods = 2
 }
 

From 7633677a0a0c683b26a4639167549ac57a1910e6 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 12 Feb 2024 13:52:33 +0000
Subject: [PATCH 044/264] skip msstats for dia

---
 conf/test_dia.config | 1 +
 1 file changed, 1 insertion(+)

diff --git a/conf/test_dia.config b/conf/test_dia.config
index 15058175..89f68772 100644
--- a/conf/test_dia.config
+++ b/conf/test_dia.config
@@ -34,6 +34,7 @@ params {
     allowed_missed_cleavages = 1
     diann_normalize = false
     skip_post_msstats = true
+    publish_dir_mode = symlink
     max_mods = 2
 }
 

From 7d43f3bed8f0b746ba88952c274bc9de769f69bc Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 12 Feb 2024 14:13:27 +0000
Subject: [PATCH 045/264] skip msstats for dia

---
 conf/test_dia.config | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/conf/test_dia.config b/conf/test_dia.config
index 89f68772..20bdb58c 100644
--- a/conf/test_dia.config
+++ b/conf/test_dia.config
@@ -34,7 +34,7 @@ params {
     allowed_missed_cleavages = 1
     diann_normalize = false
     skip_post_msstats = true
-    publish_dir_mode = symlink
+    publish_dir_mode = 'symlink'
     max_mods = 2
 }
 

From ca7a7bcc1540b23a8e4b4c66eb05953ef1e03b7b Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 12 Feb 2024 15:22:40 +0000
Subject: [PATCH 046/264] skip msstats for dia

---
 conf/test_dia.config | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/conf/test_dia.config b/conf/test_dia.config
index 20bdb58c..deb1d03c 100644
--- a/conf/test_dia.config
+++ b/conf/test_dia.config
@@ -33,7 +33,7 @@ params {
     max_precursor_charge = 3
     allowed_missed_cleavages = 1
     diann_normalize = false
-    skip_post_msstats = true
+    skip_post_msstats = false
     publish_dir_mode = 'symlink'
     max_mods = 2
 }

From 195e4e54b9e813f116cd4d9add10d7959f5375e8 Mon Sep 17 00:00:00 2001
From: nf-core-bot <core@nf-co.re>
Date: Tue, 20 Feb 2024 15:30:06 +0000
Subject: [PATCH 047/264] Template update for nf-core/tools version 2.13

---
 .editorconfig                                 |   9 +-
 .github/workflows/awsfulltest.yml             |   4 +-
 .github/workflows/awstest.yml                 |   4 +-
 .github/workflows/branch.yml                  |   2 +-
 .github/workflows/ci.yml                      |   7 +-
 .github/workflows/clean-up.yml                |   2 +-
 .github/workflows/download_pipeline.yml       |  17 +-
 .github/workflows/linting.yml                 |  12 +-
 .github/workflows/linting_comment.yml         |   4 +-
 .github/workflows/release-announcements.yml   |  11 +-
 README.md                                     |   5 +-
 assets/multiqc_config.yml                     |   2 +
 assets/schema_input.json                      |  21 +-
 bin/check_samplesheet.py                      | 259 -----------
 conf/modules.config                           |   8 -
 lib/NfcoreTemplate.groovy                     | 356 --------------
 lib/Utils.groovy                              |  47 --
 lib/WorkflowMain.groovy                       |  77 ---
 lib/WorkflowQuantms.groovy                    | 122 -----
 main.nf                                       | 100 ++--
 modules.json                                  |  28 +-
 modules/local/samplesheet_check.nf            |  31 --
 .../dumpsoftwareversions/environment.yml      |   7 -
 .../custom/dumpsoftwareversions/main.nf       |  24 -
 .../custom/dumpsoftwareversions/meta.yml      |  37 --
 .../templates/dumpsoftwareversions.py         | 102 ----
 .../dumpsoftwareversions/tests/main.nf.test   |  43 --
 .../tests/main.nf.test.snap                   |  33 --
 .../dumpsoftwareversions/tests/tags.yml       |   2 -
 modules/nf-core/fastqc/tests/main.nf.test     |  14 +-
 .../nf-core/fastqc/tests/main.nf.test.snap    |  76 ++-
 modules/nf-core/multiqc/environment.yml       |   2 +-
 modules/nf-core/multiqc/main.nf               |   4 +-
 modules/nf-core/multiqc/tests/main.nf.test    |  13 +-
 .../nf-core/multiqc/tests/main.nf.test.snap   |  32 +-
 nextflow.config                               |   5 +-
 nextflow_schema.json                          |   1 +
 pyproject.toml                                |   8 +-
 subworkflows/local/input_check.nf             |  44 --
 .../utils_nfcore_quantms_pipeline/main.nf     | 247 ++++++++++
 .../nf-core/utils_nextflow_pipeline/main.nf   | 126 +++++
 .../nf-core/utils_nextflow_pipeline/meta.yml  |  38 ++
 .../tests/main.function.nf.test               |  54 +++
 .../tests/main.function.nf.test.snap          |  12 +
 .../tests/main.workflow.nf.test               | 123 +++++
 .../tests/nextflow.config                     |   9 +
 .../utils_nextflow_pipeline/tests/tags.yml    |   2 +
 .../nf-core/utils_nfcore_pipeline/main.nf     | 440 ++++++++++++++++++
 .../nf-core/utils_nfcore_pipeline/meta.yml    |  24 +
 .../tests/main.function.nf.test               | 134 ++++++
 .../tests/main.function.nf.test.snap          | 138 ++++++
 .../tests/main.workflow.nf.test               |  29 ++
 .../tests/main.workflow.nf.test.snap          |  15 +
 .../tests/nextflow.config                     |   9 +
 .../utils_nfcore_pipeline/tests/tags.yml      |   2 +
 .../nf-core/utils_nfvalidation_plugin/main.nf |  62 +++
 .../utils_nfvalidation_plugin/meta.yml        |  44 ++
 .../tests/main.nf.test                        | 200 ++++++++
 .../tests/nextflow_schema.json                |  96 ++++
 .../utils_nfvalidation_plugin/tests/tags.yml  |   2 +
 workflows/quantms.nf                          | 133 ++----
 61 files changed, 2108 insertions(+), 1406 deletions(-)
 delete mode 100755 bin/check_samplesheet.py
 delete mode 100755 lib/NfcoreTemplate.groovy
 delete mode 100644 lib/Utils.groovy
 delete mode 100755 lib/WorkflowMain.groovy
 delete mode 100755 lib/WorkflowQuantms.groovy
 delete mode 100644 modules/local/samplesheet_check.nf
 delete mode 100644 modules/nf-core/custom/dumpsoftwareversions/environment.yml
 delete mode 100644 modules/nf-core/custom/dumpsoftwareversions/main.nf
 delete mode 100644 modules/nf-core/custom/dumpsoftwareversions/meta.yml
 delete mode 100755 modules/nf-core/custom/dumpsoftwareversions/templates/dumpsoftwareversions.py
 delete mode 100644 modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test
 delete mode 100644 modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test.snap
 delete mode 100644 modules/nf-core/custom/dumpsoftwareversions/tests/tags.yml
 delete mode 100644 subworkflows/local/input_check.nf
 create mode 100644 subworkflows/local/utils_nfcore_quantms_pipeline/main.nf
 create mode 100644 subworkflows/nf-core/utils_nextflow_pipeline/main.nf
 create mode 100644 subworkflows/nf-core/utils_nextflow_pipeline/meta.yml
 create mode 100644 subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test
 create mode 100644 subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test.snap
 create mode 100644 subworkflows/nf-core/utils_nextflow_pipeline/tests/main.workflow.nf.test
 create mode 100644 subworkflows/nf-core/utils_nextflow_pipeline/tests/nextflow.config
 create mode 100644 subworkflows/nf-core/utils_nextflow_pipeline/tests/tags.yml
 create mode 100644 subworkflows/nf-core/utils_nfcore_pipeline/main.nf
 create mode 100644 subworkflows/nf-core/utils_nfcore_pipeline/meta.yml
 create mode 100644 subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test
 create mode 100644 subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test.snap
 create mode 100644 subworkflows/nf-core/utils_nfcore_pipeline/tests/main.workflow.nf.test
 create mode 100644 subworkflows/nf-core/utils_nfcore_pipeline/tests/main.workflow.nf.test.snap
 create mode 100644 subworkflows/nf-core/utils_nfcore_pipeline/tests/nextflow.config
 create mode 100644 subworkflows/nf-core/utils_nfcore_pipeline/tests/tags.yml
 create mode 100644 subworkflows/nf-core/utils_nfvalidation_plugin/main.nf
 create mode 100644 subworkflows/nf-core/utils_nfvalidation_plugin/meta.yml
 create mode 100644 subworkflows/nf-core/utils_nfvalidation_plugin/tests/main.nf.test
 create mode 100644 subworkflows/nf-core/utils_nfvalidation_plugin/tests/nextflow_schema.json
 create mode 100644 subworkflows/nf-core/utils_nfvalidation_plugin/tests/tags.yml

diff --git a/.editorconfig b/.editorconfig
index 9b990088..dd9ffa53 100644
--- a/.editorconfig
+++ b/.editorconfig
@@ -18,7 +18,12 @@ end_of_line = unset
 insert_final_newline = unset
 trim_trailing_whitespace = unset
 indent_style = unset
-indent_size = unset
+[/subworkflows/nf-core/**]
+charset = unset
+end_of_line = unset
+insert_final_newline = unset
+trim_trailing_whitespace = unset
+indent_style = unset
 
 [/assets/email*]
 indent_size = unset
@@ -28,5 +33,5 @@ indent_size = unset
 indent_style = unset
 
 # ignore python
-[*.{py}]
+[*.{py,md}]
 indent_style = unset
diff --git a/.github/workflows/awsfulltest.yml b/.github/workflows/awsfulltest.yml
index d47fb0e5..54c75144 100644
--- a/.github/workflows/awsfulltest.yml
+++ b/.github/workflows/awsfulltest.yml
@@ -14,7 +14,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Launch workflow via tower
-        uses: seqeralabs/action-tower-launch@v2
+        uses: seqeralabs/action-tower-launch@922e5c8d5ac4e918107ec311d2ebbd65e5982b3d # v2
         # TODO nf-core: You can customise AWS full pipeline tests as required
         # Add full size test data (but still relatively small datasets for few samples)
         # on the `test_full.config` test runs with only one set of parameters
@@ -31,7 +31,7 @@ jobs:
             }
           profiles: test_full
 
-      - uses: actions/upload-artifact@v4
+      - uses: actions/upload-artifact@5d5d22a31266ced268874388b861e4b58bb5c2f3 # v4
         with:
           name: Tower debug log file
           path: |
diff --git a/.github/workflows/awstest.yml b/.github/workflows/awstest.yml
index fe39ac98..a2ac3d51 100644
--- a/.github/workflows/awstest.yml
+++ b/.github/workflows/awstest.yml
@@ -12,7 +12,7 @@ jobs:
     steps:
       # Launch workflow using Tower CLI tool action
       - name: Launch workflow via tower
-        uses: seqeralabs/action-tower-launch@v2
+        uses: seqeralabs/action-tower-launch@922e5c8d5ac4e918107ec311d2ebbd65e5982b3d # v2
         with:
           workspace_id: ${{ secrets.TOWER_WORKSPACE_ID }}
           access_token: ${{ secrets.TOWER_ACCESS_TOKEN }}
@@ -25,7 +25,7 @@ jobs:
             }
           profiles: test
 
-      - uses: actions/upload-artifact@v4
+      - uses: actions/upload-artifact@5d5d22a31266ced268874388b861e4b58bb5c2f3 # v4
         with:
           name: Tower debug log file
           path: |
diff --git a/.github/workflows/branch.yml b/.github/workflows/branch.yml
index 9f274b49..ec9e9185 100644
--- a/.github/workflows/branch.yml
+++ b/.github/workflows/branch.yml
@@ -19,7 +19,7 @@ jobs:
       # NOTE - this doesn't currently work if the PR is coming from a fork, due to limitations in GitHub actions secrets
       - name: Post PR comment
         if: failure()
-        uses: mshick/add-pr-comment@v2
+        uses: mshick/add-pr-comment@b8f338c590a895d50bcbfa6c5859251edc8952fc # v2
         with:
           message: |
             ## This PR is against the `master` branch :x:
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 8b144343..2591d315 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -28,13 +28,16 @@ jobs:
           - "latest-everything"
     steps:
       - name: Check out pipeline code
-        uses: actions/checkout@v4
+        uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
 
       - name: Install Nextflow
-        uses: nf-core/setup-nextflow@v1
+        uses: nf-core/setup-nextflow@b9f764e8ba5c76b712ace14ecbfcef0e40ae2dd8 # v1
         with:
           version: "${{ matrix.NXF_VER }}"
 
+      - name: Disk space cleanup
+        uses: jlumbroso/free-disk-space@54081f138730dfa15788a46383842cd2f914a1be # v1.3.1
+
       - name: Run pipeline with test data
         # TODO nf-core: You can customise CI pipeline run tests as required
         # For example: adding multiple test runs with different parameters
diff --git a/.github/workflows/clean-up.yml b/.github/workflows/clean-up.yml
index e37cfda5..0b6b1f27 100644
--- a/.github/workflows/clean-up.yml
+++ b/.github/workflows/clean-up.yml
@@ -10,7 +10,7 @@ jobs:
       issues: write
       pull-requests: write
     steps:
-      - uses: actions/stale@v9
+      - uses: actions/stale@28ca1036281a5e5922ead5184a1bbf96e5fc984e # v9
         with:
           stale-issue-message: "This issue has been tagged as awaiting-changes or awaiting-feedback by an nf-core contributor. Remove stale label or add a comment otherwise this issue will be closed in 20 days."
           stale-pr-message: "This PR has been tagged as awaiting-changes or awaiting-feedback by an nf-core contributor. Remove stale label or add a comment if it is still useful."
diff --git a/.github/workflows/download_pipeline.yml b/.github/workflows/download_pipeline.yml
index 8611458a..f823210d 100644
--- a/.github/workflows/download_pipeline.yml
+++ b/.github/workflows/download_pipeline.yml
@@ -6,6 +6,11 @@ name: Test successful pipeline download with 'nf-core download'
 #  - the head branch of the pull request is updated, i.e. if fixes for a release are pushed last minute to dev.
 on:
   workflow_dispatch:
+    inputs:
+      testbranch:
+        description: "The specific branch you wish to utilize for the test execution of nf-core download."
+        required: true
+        default: "dev"
   pull_request:
     types:
       - opened
@@ -23,13 +28,13 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Install Nextflow
-        uses: nf-core/setup-nextflow@v1
+        uses: nf-core/setup-nextflow@b9f764e8ba5c76b712ace14ecbfcef0e40ae2dd8 # v1
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5
         with:
           python-version: "3.11"
           architecture: "x64"
-      - uses: eWaterCycle/setup-singularity@v7
+      - uses: eWaterCycle/setup-singularity@931d4e31109e875b13309ae1d07c70ca8fbc8537 # v7
         with:
           singularity-version: 3.8.3
 
@@ -42,13 +47,13 @@ jobs:
         run: |
           echo "REPO_LOWERCASE=${GITHUB_REPOSITORY,,}" >> ${GITHUB_ENV}
           echo "REPOTITLE_LOWERCASE=$(basename ${GITHUB_REPOSITORY,,})" >> ${GITHUB_ENV}
-          echo "REPO_BRANCH=${GITHUB_REF#refs/heads/}" >> ${GITHUB_ENV}
+          echo "REPO_BRANCH=${{ github.event.inputs.testbranch || 'dev' }}" >> ${GITHUB_ENV}
 
       - name: Download the pipeline
         env:
           NXF_SINGULARITY_CACHEDIR: ./
         run: |
-          nf-core download  ${{ env.REPO_LOWERCASE }} \
+          nf-core download ${{ env.REPO_LOWERCASE }} \
           --revision ${{ env.REPO_BRANCH }} \
           --outdir ./${{ env.REPOTITLE_LOWERCASE }} \
           --compress "none" \
@@ -64,4 +69,4 @@ jobs:
         env:
           NXF_SINGULARITY_CACHEDIR: ./
           NXF_SINGULARITY_HOME_MOUNT: true
-        run: nextflow run ./${{ env.REPOTITLE_LOWERCASE }}/$( sed 's/\W/_/g' <<< ${{ env.REPO_BRANCH }}) -stub -profile test,singularity --outdir ./results 
+        run: nextflow run ./${{ env.REPOTITLE_LOWERCASE }}/$( sed 's/\W/_/g' <<< ${{ env.REPO_BRANCH }}) -stub -profile test,singularity --outdir ./results
diff --git a/.github/workflows/linting.yml b/.github/workflows/linting.yml
index 81cd098e..748b4311 100644
--- a/.github/workflows/linting.yml
+++ b/.github/workflows/linting.yml
@@ -14,10 +14,10 @@ jobs:
   pre-commit:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
 
       - name: Set up Python 3.11
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5
         with:
           python-version: 3.11
           cache: "pip"
@@ -32,12 +32,12 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Check out pipeline code
-        uses: actions/checkout@v4
+        uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
 
       - name: Install Nextflow
-        uses: nf-core/setup-nextflow@v1
+        uses: nf-core/setup-nextflow@b9f764e8ba5c76b712ace14ecbfcef0e40ae2dd8 # v1
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5
         with:
           python-version: "3.11"
           architecture: "x64"
@@ -60,7 +60,7 @@ jobs:
 
       - name: Upload linting log file artifact
         if: ${{ always() }}
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@5d5d22a31266ced268874388b861e4b58bb5c2f3 # v4
         with:
           name: linting-logs
           path: |
diff --git a/.github/workflows/linting_comment.yml b/.github/workflows/linting_comment.yml
index 147bcd10..b706875f 100644
--- a/.github/workflows/linting_comment.yml
+++ b/.github/workflows/linting_comment.yml
@@ -11,7 +11,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Download lint results
-        uses: dawidd6/action-download-artifact@v3
+        uses: dawidd6/action-download-artifact@f6b0bace624032e30a85a8fd9c1a7f8f611f5737 # v3
         with:
           workflow: linting.yml
           workflow_conclusion: completed
@@ -21,7 +21,7 @@ jobs:
         run: echo "pr_number=$(cat linting-logs/PR_number.txt)" >> $GITHUB_OUTPUT
 
       - name: Post PR comment
-        uses: marocchino/sticky-pull-request-comment@v2
+        uses: marocchino/sticky-pull-request-comment@331f8f5b4215f0445d3c07b4967662a32a2d3e31 # v2
         with:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           number: ${{ steps.pr_number.outputs.pr_number }}
diff --git a/.github/workflows/release-announcements.yml b/.github/workflows/release-announcements.yml
index 21ac3f06..c3674af2 100644
--- a/.github/workflows/release-announcements.yml
+++ b/.github/workflows/release-announcements.yml
@@ -9,6 +9,11 @@ jobs:
   toot:
     runs-on: ubuntu-latest
     steps:
+      - name: get topics and convert to hashtags
+        id: get_topics
+        run: |
+          curl -s https://nf-co.re/pipelines.json | jq -r '.remote_workflows[] | select(.name == "${{ github.repository }}") | .topics[]' | awk '{print "#"$0}' | tr '\n' ' ' > $GITHUB_OUTPUT
+
       - uses: rzr/fediverse-action@master
         with:
           access-token: ${{ secrets.MASTODON_ACCESS_TOKEN }}
@@ -20,11 +25,13 @@ jobs:
 
             Please see the changelog: ${{ github.event.release.html_url }}
 
+            ${{ steps.get_topics.outputs.GITHUB_OUTPUT }} #nfcore #openscience #nextflow #bioinformatics
+
   send-tweet:
     runs-on: ubuntu-latest
 
     steps:
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5
         with:
           python-version: "3.10"
       - name: Install dependencies
@@ -56,7 +63,7 @@ jobs:
   bsky-post:
     runs-on: ubuntu-latest
     steps:
-      - uses: zentered/bluesky-post-action@v0.1.0
+      - uses: zentered/bluesky-post-action@80dbe0a7697de18c15ad22f4619919ceb5ccf597 # v0.1.0
         with:
           post: |
             Pipeline release! ${{ github.repository }} v${{ github.event.release.tag_name }} - ${{ github.event.release.name }}!
diff --git a/README.md b/README.md
index e76bac41..9f80050f 100644
--- a/README.md
+++ b/README.md
@@ -4,8 +4,9 @@
     <img alt="nf-core/quantms" src="docs/images/nf-core-quantms_logo_light.png">
   </picture>
 </h1>
-[![GitHub Actions CI Status](https://github.com/nf-core/quantms/workflows/nf-core%20CI/badge.svg)](https://github.com/nf-core/quantms/actions?query=workflow%3A%22nf-core+CI%22)
-[![GitHub Actions Linting Status](https://github.com/nf-core/quantms/workflows/nf-core%20linting/badge.svg)](https://github.com/nf-core/quantms/actions?query=workflow%3A%22nf-core+linting%22)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/quantms/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.XXXXXXX-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.XXXXXXX)
+
+[![GitHub Actions CI Status](https://github.com/nf-core/quantms/actions/workflows/ci.yml/badge.svg)](https://github.com/nf-core/quantms/actions/workflows/ci.yml)
+[![GitHub Actions Linting Status](https://github.com/nf-core/quantms/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/quantms/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/quantms/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.XXXXXXX-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.XXXXXXX)
 
 [![Nextflow](https://img.shields.io/badge/nextflow%20DSL2-%E2%89%A523.04.0-23aa62.svg)](https://www.nextflow.io/)
 [![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)
diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index ec853946..d9503f5b 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -11,3 +11,5 @@ report_section_order:
     order: -1002
 
 export_plots: true
+
+disable_version_detection: true
diff --git a/assets/schema_input.json b/assets/schema_input.json
index 09ea57c3..0493921c 100644
--- a/assets/schema_input.json
+++ b/assets/schema_input.json
@@ -10,25 +10,22 @@
             "sample": {
                 "type": "string",
                 "pattern": "^\\S+$",
-                "errorMessage": "Sample name must be provided and cannot contain spaces"
+                "errorMessage": "Sample name must be provided and cannot contain spaces",
+                "meta": ["id"]
             },
             "fastq_1": {
                 "type": "string",
+                "format": "file-path",
+                "exists": true,
                 "pattern": "^\\S+\\.f(ast)?q\\.gz$",
                 "errorMessage": "FastQ file for reads 1 must be provided, cannot contain spaces and must have extension '.fq.gz' or '.fastq.gz'"
             },
             "fastq_2": {
-                "errorMessage": "FastQ file for reads 2 cannot contain spaces and must have extension '.fq.gz' or '.fastq.gz'",
-                "anyOf": [
-                    {
-                        "type": "string",
-                        "pattern": "^\\S+\\.f(ast)?q\\.gz$"
-                    },
-                    {
-                        "type": "string",
-                        "maxLength": 0
-                    }
-                ]
+                "type": "string",
+                "format": "file-path",
+                "exists": true,
+                "pattern": "^\\S+\\.f(ast)?q\\.gz$",
+                "errorMessage": "FastQ file for reads 2 cannot contain spaces and must have extension '.fq.gz' or '.fastq.gz'"
             }
         },
         "required": ["sample", "fastq_1"]
diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
deleted file mode 100755
index 4a758fe0..00000000
--- a/bin/check_samplesheet.py
+++ /dev/null
@@ -1,259 +0,0 @@
-#!/usr/bin/env python
-
-
-"""Provide a command line tool to validate and transform tabular samplesheets."""
-
-
-import argparse
-import csv
-import logging
-import sys
-from collections import Counter
-from pathlib import Path
-
-logger = logging.getLogger()
-
-
-class RowChecker:
-    """
-    Define a service that can validate and transform each given row.
-
-    Attributes:
-        modified (list): A list of dicts, where each dict corresponds to a previously
-            validated and transformed row. The order of rows is maintained.
-
-    """
-
-    VALID_FORMATS = (
-        ".fq.gz",
-        ".fastq.gz",
-    )
-
-    def __init__(
-        self,
-        sample_col="sample",
-        first_col="fastq_1",
-        second_col="fastq_2",
-        single_col="single_end",
-        **kwargs,
-    ):
-        """
-        Initialize the row checker with the expected column names.
-
-        Args:
-            sample_col (str): The name of the column that contains the sample name
-                (default "sample").
-            first_col (str): The name of the column that contains the first (or only)
-                FASTQ file path (default "fastq_1").
-            second_col (str): The name of the column that contains the second (if any)
-                FASTQ file path (default "fastq_2").
-            single_col (str): The name of the new column that will be inserted and
-                records whether the sample contains single- or paired-end sequencing
-                reads (default "single_end").
-
-        """
-        super().__init__(**kwargs)
-        self._sample_col = sample_col
-        self._first_col = first_col
-        self._second_col = second_col
-        self._single_col = single_col
-        self._seen = set()
-        self.modified = []
-
-    def validate_and_transform(self, row):
-        """
-        Perform all validations on the given row and insert the read pairing status.
-
-        Args:
-            row (dict): A mapping from column headers (keys) to elements of that row
-                (values).
-
-        """
-        self._validate_sample(row)
-        self._validate_first(row)
-        self._validate_second(row)
-        self._validate_pair(row)
-        self._seen.add((row[self._sample_col], row[self._first_col]))
-        self.modified.append(row)
-
-    def _validate_sample(self, row):
-        """Assert that the sample name exists and convert spaces to underscores."""
-        if len(row[self._sample_col]) <= 0:
-            raise AssertionError("Sample input is required.")
-        # Sanitize samples slightly.
-        row[self._sample_col] = row[self._sample_col].replace(" ", "_")
-
-    def _validate_first(self, row):
-        """Assert that the first FASTQ entry is non-empty and has the right format."""
-        if len(row[self._first_col]) <= 0:
-            raise AssertionError("At least the first FASTQ file is required.")
-        self._validate_fastq_format(row[self._first_col])
-
-    def _validate_second(self, row):
-        """Assert that the second FASTQ entry has the right format if it exists."""
-        if len(row[self._second_col]) > 0:
-            self._validate_fastq_format(row[self._second_col])
-
-    def _validate_pair(self, row):
-        """Assert that read pairs have the same file extension. Report pair status."""
-        if row[self._first_col] and row[self._second_col]:
-            row[self._single_col] = False
-            first_col_suffix = Path(row[self._first_col]).suffixes[-2:]
-            second_col_suffix = Path(row[self._second_col]).suffixes[-2:]
-            if first_col_suffix != second_col_suffix:
-                raise AssertionError("FASTQ pairs must have the same file extensions.")
-        else:
-            row[self._single_col] = True
-
-    def _validate_fastq_format(self, filename):
-        """Assert that a given filename has one of the expected FASTQ extensions."""
-        if not any(filename.endswith(extension) for extension in self.VALID_FORMATS):
-            raise AssertionError(
-                f"The FASTQ file has an unrecognized extension: {filename}\n"
-                f"It should be one of: {', '.join(self.VALID_FORMATS)}"
-            )
-
-    def validate_unique_samples(self):
-        """
-        Assert that the combination of sample name and FASTQ filename is unique.
-
-        In addition to the validation, also rename all samples to have a suffix of _T{n}, where n is the
-        number of times the same sample exist, but with different FASTQ files, e.g., multiple runs per experiment.
-
-        """
-        if len(self._seen) != len(self.modified):
-            raise AssertionError("The pair of sample name and FASTQ must be unique.")
-        seen = Counter()
-        for row in self.modified:
-            sample = row[self._sample_col]
-            seen[sample] += 1
-            row[self._sample_col] = f"{sample}_T{seen[sample]}"
-
-
-def read_head(handle, num_lines=10):
-    """Read the specified number of lines from the current position in the file."""
-    lines = []
-    for idx, line in enumerate(handle):
-        if idx == num_lines:
-            break
-        lines.append(line)
-    return "".join(lines)
-
-
-def sniff_format(handle):
-    """
-    Detect the tabular format.
-
-    Args:
-        handle (text file): A handle to a `text file`_ object. The read position is
-        expected to be at the beginning (index 0).
-
-    Returns:
-        csv.Dialect: The detected tabular format.
-
-    .. _text file:
-        https://docs.python.org/3/glossary.html#term-text-file
-
-    """
-    peek = read_head(handle)
-    handle.seek(0)
-    sniffer = csv.Sniffer()
-    dialect = sniffer.sniff(peek)
-    return dialect
-
-
-def check_samplesheet(file_in, file_out):
-    """
-    Check that the tabular samplesheet has the structure expected by nf-core pipelines.
-
-    Validate the general shape of the table, expected columns, and each row. Also add
-    an additional column which records whether one or two FASTQ reads were found.
-
-    Args:
-        file_in (pathlib.Path): The given tabular samplesheet. The format can be either
-            CSV, TSV, or any other format automatically recognized by ``csv.Sniffer``.
-        file_out (pathlib.Path): Where the validated and transformed samplesheet should
-            be created; always in CSV format.
-
-    Example:
-        This function checks that the samplesheet follows the following structure,
-        see also the `viral recon samplesheet`_::
-
-            sample,fastq_1,fastq_2
-            SAMPLE_PE,SAMPLE_PE_RUN1_1.fastq.gz,SAMPLE_PE_RUN1_2.fastq.gz
-            SAMPLE_PE,SAMPLE_PE_RUN2_1.fastq.gz,SAMPLE_PE_RUN2_2.fastq.gz
-            SAMPLE_SE,SAMPLE_SE_RUN1_1.fastq.gz,
-
-    .. _viral recon samplesheet:
-        https://raw.githubusercontent.com/nf-core/test-datasets/viralrecon/samplesheet/samplesheet_test_illumina_amplicon.csv
-
-    """
-    required_columns = {"sample", "fastq_1", "fastq_2"}
-    # See https://docs.python.org/3.9/library/csv.html#id3 to read up on `newline=""`.
-    with file_in.open(newline="") as in_handle:
-        reader = csv.DictReader(in_handle, dialect=sniff_format(in_handle))
-        # Validate the existence of the expected header columns.
-        if not required_columns.issubset(reader.fieldnames):
-            req_cols = ", ".join(required_columns)
-            logger.critical(f"The sample sheet **must** contain these column headers: {req_cols}.")
-            sys.exit(1)
-        # Validate each row.
-        checker = RowChecker()
-        for i, row in enumerate(reader):
-            try:
-                checker.validate_and_transform(row)
-            except AssertionError as error:
-                logger.critical(f"{str(error)} On line {i + 2}.")
-                sys.exit(1)
-        checker.validate_unique_samples()
-    header = list(reader.fieldnames)
-    header.insert(1, "single_end")
-    # See https://docs.python.org/3.9/library/csv.html#id3 to read up on `newline=""`.
-    with file_out.open(mode="w", newline="") as out_handle:
-        writer = csv.DictWriter(out_handle, header, delimiter=",")
-        writer.writeheader()
-        for row in checker.modified:
-            writer.writerow(row)
-
-
-def parse_args(argv=None):
-    """Define and immediately parse command line arguments."""
-    parser = argparse.ArgumentParser(
-        description="Validate and transform a tabular samplesheet.",
-        epilog="Example: python check_samplesheet.py samplesheet.csv samplesheet.valid.csv",
-    )
-    parser.add_argument(
-        "file_in",
-        metavar="FILE_IN",
-        type=Path,
-        help="Tabular input samplesheet in CSV or TSV format.",
-    )
-    parser.add_argument(
-        "file_out",
-        metavar="FILE_OUT",
-        type=Path,
-        help="Transformed output samplesheet in CSV format.",
-    )
-    parser.add_argument(
-        "-l",
-        "--log-level",
-        help="The desired log level (default WARNING).",
-        choices=("CRITICAL", "ERROR", "WARNING", "INFO", "DEBUG"),
-        default="WARNING",
-    )
-    return parser.parse_args(argv)
-
-
-def main(argv=None):
-    """Coordinate argument parsing and program execution."""
-    args = parse_args(argv)
-    logging.basicConfig(level=args.log_level, format="[%(levelname)s] %(message)s")
-    if not args.file_in.is_file():
-        logger.error(f"The given input file {args.file_in} was not found!")
-        sys.exit(2)
-    args.file_out.parent.mkdir(parents=True, exist_ok=True)
-    check_samplesheet(args.file_in, args.file_out)
-
-
-if __name__ == "__main__":
-    sys.exit(main())
diff --git a/conf/modules.config b/conf/modules.config
index d91c6aba..e3ea8fa6 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -18,14 +18,6 @@ process {
         saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
     ]
 
-    withName: SAMPLESHEET_CHECK {
-        publishDir = [
-            path: { "${params.outdir}/pipeline_info" },
-            mode: params.publish_dir_mode,
-            saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
-        ]
-    }
-
     withName: FASTQC {
         ext.args = '--quiet'
     }
diff --git a/lib/NfcoreTemplate.groovy b/lib/NfcoreTemplate.groovy
deleted file mode 100755
index e248e4c3..00000000
--- a/lib/NfcoreTemplate.groovy
+++ /dev/null
@@ -1,356 +0,0 @@
-//
-// This file holds several functions used within the nf-core pipeline template.
-//
-
-import org.yaml.snakeyaml.Yaml
-import groovy.json.JsonOutput
-import nextflow.extension.FilesEx
-
-class NfcoreTemplate {
-
-    //
-    // Check AWS Batch related parameters have been specified correctly
-    //
-    public static void awsBatch(workflow, params) {
-        if (workflow.profile.contains('awsbatch')) {
-            // Check params.awsqueue and params.awsregion have been set if running on AWSBatch
-            assert (params.awsqueue && params.awsregion) : "Specify correct --awsqueue and --awsregion parameters on AWSBatch!"
-            // Check outdir paths to be S3 buckets if running on AWSBatch
-            assert params.outdir.startsWith('s3:')       : "Outdir not on S3 - specify S3 Bucket to run on AWSBatch!"
-        }
-    }
-
-    //
-    //  Warn if a -profile or Nextflow config has not been provided to run the pipeline
-    //
-    public static void checkConfigProvided(workflow, log) {
-        if (workflow.profile == 'standard' && workflow.configFiles.size() <= 1) {
-            log.warn "[$workflow.manifest.name] You are attempting to run the pipeline without any custom configuration!\n\n" +
-                    "This will be dependent on your local compute environment but can be achieved via one or more of the following:\n" +
-                    "   (1) Using an existing pipeline profile e.g. `-profile docker` or `-profile singularity`\n" +
-                    "   (2) Using an existing nf-core/configs for your Institution e.g. `-profile crick` or `-profile uppmax`\n" +
-                    "   (3) Using your own local custom config e.g. `-c /path/to/your/custom.config`\n\n" +
-                    "Please refer to the quick start section and usage docs for the pipeline.\n "
-        }
-    }
-
-    //
-    // Generate version string
-    //
-    public static String version(workflow) {
-        String version_string = ""
-
-        if (workflow.manifest.version) {
-            def prefix_v = workflow.manifest.version[0] != 'v' ? 'v' : ''
-            version_string += "${prefix_v}${workflow.manifest.version}"
-        }
-
-        if (workflow.commitId) {
-            def git_shortsha = workflow.commitId.substring(0, 7)
-            version_string += "-g${git_shortsha}"
-        }
-
-        return version_string
-    }
-
-    //
-    // Construct and send completion email
-    //
-    public static void email(workflow, params, summary_params, projectDir, log, multiqc_report=[]) {
-
-        // Set up the e-mail variables
-        def subject = "[$workflow.manifest.name] Successful: $workflow.runName"
-        if (!workflow.success) {
-            subject = "[$workflow.manifest.name] FAILED: $workflow.runName"
-        }
-
-        def summary = [:]
-        for (group in summary_params.keySet()) {
-            summary << summary_params[group]
-        }
-
-        def misc_fields = [:]
-        misc_fields['Date Started']              = workflow.start
-        misc_fields['Date Completed']            = workflow.complete
-        misc_fields['Pipeline script file path'] = workflow.scriptFile
-        misc_fields['Pipeline script hash ID']   = workflow.scriptId
-        if (workflow.repository) misc_fields['Pipeline repository Git URL']    = workflow.repository
-        if (workflow.commitId)   misc_fields['Pipeline repository Git Commit'] = workflow.commitId
-        if (workflow.revision)   misc_fields['Pipeline Git branch/tag']        = workflow.revision
-        misc_fields['Nextflow Version']           = workflow.nextflow.version
-        misc_fields['Nextflow Build']             = workflow.nextflow.build
-        misc_fields['Nextflow Compile Timestamp'] = workflow.nextflow.timestamp
-
-        def email_fields = [:]
-        email_fields['version']      = NfcoreTemplate.version(workflow)
-        email_fields['runName']      = workflow.runName
-        email_fields['success']      = workflow.success
-        email_fields['dateComplete'] = workflow.complete
-        email_fields['duration']     = workflow.duration
-        email_fields['exitStatus']   = workflow.exitStatus
-        email_fields['errorMessage'] = (workflow.errorMessage ?: 'None')
-        email_fields['errorReport']  = (workflow.errorReport ?: 'None')
-        email_fields['commandLine']  = workflow.commandLine
-        email_fields['projectDir']   = workflow.projectDir
-        email_fields['summary']      = summary << misc_fields
-
-        // On success try attach the multiqc report
-        def mqc_report = null
-        try {
-            if (workflow.success) {
-                mqc_report = multiqc_report.getVal()
-                if (mqc_report.getClass() == ArrayList && mqc_report.size() >= 1) {
-                    if (mqc_report.size() > 1) {
-                        log.warn "[$workflow.manifest.name] Found multiple reports from process 'MULTIQC', will use only one"
-                    }
-                    mqc_report = mqc_report[0]
-                }
-            }
-        } catch (all) {
-            if (multiqc_report) {
-                log.warn "[$workflow.manifest.name] Could not attach MultiQC report to summary email"
-            }
-        }
-
-        // Check if we are only sending emails on failure
-        def email_address = params.email
-        if (!params.email && params.email_on_fail && !workflow.success) {
-            email_address = params.email_on_fail
-        }
-
-        // Render the TXT template
-        def engine       = new groovy.text.GStringTemplateEngine()
-        def tf           = new File("$projectDir/assets/email_template.txt")
-        def txt_template = engine.createTemplate(tf).make(email_fields)
-        def email_txt    = txt_template.toString()
-
-        // Render the HTML template
-        def hf            = new File("$projectDir/assets/email_template.html")
-        def html_template = engine.createTemplate(hf).make(email_fields)
-        def email_html    = html_template.toString()
-
-        // Render the sendmail template
-        def max_multiqc_email_size = (params.containsKey('max_multiqc_email_size') ? params.max_multiqc_email_size : 0) as nextflow.util.MemoryUnit
-        def smail_fields           = [ email: email_address, subject: subject, email_txt: email_txt, email_html: email_html, projectDir: "$projectDir", mqcFile: mqc_report, mqcMaxSize: max_multiqc_email_size.toBytes() ]
-        def sf                     = new File("$projectDir/assets/sendmail_template.txt")
-        def sendmail_template      = engine.createTemplate(sf).make(smail_fields)
-        def sendmail_html          = sendmail_template.toString()
-
-        // Send the HTML e-mail
-        Map colors = logColours(params.monochrome_logs)
-        if (email_address) {
-            try {
-                if (params.plaintext_email) { throw GroovyException('Send plaintext e-mail, not HTML') }
-                // Try to send HTML e-mail using sendmail
-                def sendmail_tf = new File(workflow.launchDir.toString(), ".sendmail_tmp.html")
-                sendmail_tf.withWriter { w -> w << sendmail_html }
-                [ 'sendmail', '-t' ].execute() << sendmail_html
-                log.info "-${colors.purple}[$workflow.manifest.name]${colors.green} Sent summary e-mail to $email_address (sendmail)-"
-            } catch (all) {
-                // Catch failures and try with plaintext
-                def mail_cmd = [ 'mail', '-s', subject, '--content-type=text/html', email_address ]
-                if ( mqc_report != null && mqc_report.size() <= max_multiqc_email_size.toBytes() ) {
-                    mail_cmd += [ '-A', mqc_report ]
-                }
-                mail_cmd.execute() << email_html
-                log.info "-${colors.purple}[$workflow.manifest.name]${colors.green} Sent summary e-mail to $email_address (mail)-"
-            }
-        }
-
-        // Write summary e-mail HTML to a file
-        def output_hf = new File(workflow.launchDir.toString(), ".pipeline_report.html")
-        output_hf.withWriter { w -> w << email_html }
-        FilesEx.copyTo(output_hf.toPath(), "${params.outdir}/pipeline_info/pipeline_report.html");
-        output_hf.delete()
-
-        // Write summary e-mail TXT to a file
-        def output_tf = new File(workflow.launchDir.toString(), ".pipeline_report.txt")
-        output_tf.withWriter { w -> w << email_txt }
-        FilesEx.copyTo(output_tf.toPath(), "${params.outdir}/pipeline_info/pipeline_report.txt");
-        output_tf.delete()
-    }
-
-    //
-    // Construct and send a notification to a web server as JSON
-    // e.g. Microsoft Teams and Slack
-    //
-    public static void IM_notification(workflow, params, summary_params, projectDir, log) {
-        def hook_url = params.hook_url
-
-        def summary = [:]
-        for (group in summary_params.keySet()) {
-            summary << summary_params[group]
-        }
-
-        def misc_fields = [:]
-        misc_fields['start']                                = workflow.start
-        misc_fields['complete']                             = workflow.complete
-        misc_fields['scriptfile']                           = workflow.scriptFile
-        misc_fields['scriptid']                             = workflow.scriptId
-        if (workflow.repository) misc_fields['repository']  = workflow.repository
-        if (workflow.commitId)   misc_fields['commitid']    = workflow.commitId
-        if (workflow.revision)   misc_fields['revision']    = workflow.revision
-        misc_fields['nxf_version']                          = workflow.nextflow.version
-        misc_fields['nxf_build']                            = workflow.nextflow.build
-        misc_fields['nxf_timestamp']                        = workflow.nextflow.timestamp
-
-        def msg_fields = [:]
-        msg_fields['version']      = NfcoreTemplate.version(workflow)
-        msg_fields['runName']      = workflow.runName
-        msg_fields['success']      = workflow.success
-        msg_fields['dateComplete'] = workflow.complete
-        msg_fields['duration']     = workflow.duration
-        msg_fields['exitStatus']   = workflow.exitStatus
-        msg_fields['errorMessage'] = (workflow.errorMessage ?: 'None')
-        msg_fields['errorReport']  = (workflow.errorReport ?: 'None')
-        msg_fields['commandLine']  = workflow.commandLine.replaceFirst(/ +--hook_url +[^ ]+/, "")
-        msg_fields['projectDir']   = workflow.projectDir
-        msg_fields['summary']      = summary << misc_fields
-
-        // Render the JSON template
-        def engine       = new groovy.text.GStringTemplateEngine()
-        // Different JSON depending on the service provider
-        // Defaults to "Adaptive Cards" (https://adaptivecards.io), except Slack which has its own format
-        def json_path     = hook_url.contains("hooks.slack.com") ? "slackreport.json" : "adaptivecard.json"
-        def hf            = new File("$projectDir/assets/${json_path}")
-        def json_template = engine.createTemplate(hf).make(msg_fields)
-        def json_message  = json_template.toString()
-
-        // POST
-        def post = new URL(hook_url).openConnection();
-        post.setRequestMethod("POST")
-        post.setDoOutput(true)
-        post.setRequestProperty("Content-Type", "application/json")
-        post.getOutputStream().write(json_message.getBytes("UTF-8"));
-        def postRC = post.getResponseCode();
-        if (! postRC.equals(200)) {
-            log.warn(post.getErrorStream().getText());
-        }
-    }
-
-    //
-    // Dump pipeline parameters in a json file
-    //
-    public static void dump_parameters(workflow, params) {
-        def timestamp  = new java.util.Date().format( 'yyyy-MM-dd_HH-mm-ss')
-        def filename   = "params_${timestamp}.json"
-        def temp_pf    = new File(workflow.launchDir.toString(), ".${filename}")
-        def jsonStr    = JsonOutput.toJson(params)
-        temp_pf.text   = JsonOutput.prettyPrint(jsonStr)
-
-        FilesEx.copyTo(temp_pf.toPath(), "${params.outdir}/pipeline_info/params_${timestamp}.json")
-        temp_pf.delete()
-    }
-
-    //
-    // Print pipeline summary on completion
-    //
-    public static void summary(workflow, params, log) {
-        Map colors = logColours(params.monochrome_logs)
-        if (workflow.success) {
-            if (workflow.stats.ignoredCount == 0) {
-                log.info "-${colors.purple}[$workflow.manifest.name]${colors.green} Pipeline completed successfully${colors.reset}-"
-            } else {
-                log.info "-${colors.purple}[$workflow.manifest.name]${colors.yellow} Pipeline completed successfully, but with errored process(es) ${colors.reset}-"
-            }
-        } else {
-            log.info "-${colors.purple}[$workflow.manifest.name]${colors.red} Pipeline completed with errors${colors.reset}-"
-        }
-    }
-
-    //
-    // ANSII Colours used for terminal logging
-    //
-    public static Map logColours(Boolean monochrome_logs) {
-        Map colorcodes = [:]
-
-        // Reset / Meta
-        colorcodes['reset']      = monochrome_logs ? '' : "\033[0m"
-        colorcodes['bold']       = monochrome_logs ? '' : "\033[1m"
-        colorcodes['dim']        = monochrome_logs ? '' : "\033[2m"
-        colorcodes['underlined'] = monochrome_logs ? '' : "\033[4m"
-        colorcodes['blink']      = monochrome_logs ? '' : "\033[5m"
-        colorcodes['reverse']    = monochrome_logs ? '' : "\033[7m"
-        colorcodes['hidden']     = monochrome_logs ? '' : "\033[8m"
-
-        // Regular Colors
-        colorcodes['black']      = monochrome_logs ? '' : "\033[0;30m"
-        colorcodes['red']        = monochrome_logs ? '' : "\033[0;31m"
-        colorcodes['green']      = monochrome_logs ? '' : "\033[0;32m"
-        colorcodes['yellow']     = monochrome_logs ? '' : "\033[0;33m"
-        colorcodes['blue']       = monochrome_logs ? '' : "\033[0;34m"
-        colorcodes['purple']     = monochrome_logs ? '' : "\033[0;35m"
-        colorcodes['cyan']       = monochrome_logs ? '' : "\033[0;36m"
-        colorcodes['white']      = monochrome_logs ? '' : "\033[0;37m"
-
-        // Bold
-        colorcodes['bblack']     = monochrome_logs ? '' : "\033[1;30m"
-        colorcodes['bred']       = monochrome_logs ? '' : "\033[1;31m"
-        colorcodes['bgreen']     = monochrome_logs ? '' : "\033[1;32m"
-        colorcodes['byellow']    = monochrome_logs ? '' : "\033[1;33m"
-        colorcodes['bblue']      = monochrome_logs ? '' : "\033[1;34m"
-        colorcodes['bpurple']    = monochrome_logs ? '' : "\033[1;35m"
-        colorcodes['bcyan']      = monochrome_logs ? '' : "\033[1;36m"
-        colorcodes['bwhite']     = monochrome_logs ? '' : "\033[1;37m"
-
-        // Underline
-        colorcodes['ublack']     = monochrome_logs ? '' : "\033[4;30m"
-        colorcodes['ured']       = monochrome_logs ? '' : "\033[4;31m"
-        colorcodes['ugreen']     = monochrome_logs ? '' : "\033[4;32m"
-        colorcodes['uyellow']    = monochrome_logs ? '' : "\033[4;33m"
-        colorcodes['ublue']      = monochrome_logs ? '' : "\033[4;34m"
-        colorcodes['upurple']    = monochrome_logs ? '' : "\033[4;35m"
-        colorcodes['ucyan']      = monochrome_logs ? '' : "\033[4;36m"
-        colorcodes['uwhite']     = monochrome_logs ? '' : "\033[4;37m"
-
-        // High Intensity
-        colorcodes['iblack']     = monochrome_logs ? '' : "\033[0;90m"
-        colorcodes['ired']       = monochrome_logs ? '' : "\033[0;91m"
-        colorcodes['igreen']     = monochrome_logs ? '' : "\033[0;92m"
-        colorcodes['iyellow']    = monochrome_logs ? '' : "\033[0;93m"
-        colorcodes['iblue']      = monochrome_logs ? '' : "\033[0;94m"
-        colorcodes['ipurple']    = monochrome_logs ? '' : "\033[0;95m"
-        colorcodes['icyan']      = monochrome_logs ? '' : "\033[0;96m"
-        colorcodes['iwhite']     = monochrome_logs ? '' : "\033[0;97m"
-
-        // Bold High Intensity
-        colorcodes['biblack']    = monochrome_logs ? '' : "\033[1;90m"
-        colorcodes['bired']      = monochrome_logs ? '' : "\033[1;91m"
-        colorcodes['bigreen']    = monochrome_logs ? '' : "\033[1;92m"
-        colorcodes['biyellow']   = monochrome_logs ? '' : "\033[1;93m"
-        colorcodes['biblue']     = monochrome_logs ? '' : "\033[1;94m"
-        colorcodes['bipurple']   = monochrome_logs ? '' : "\033[1;95m"
-        colorcodes['bicyan']     = monochrome_logs ? '' : "\033[1;96m"
-        colorcodes['biwhite']    = monochrome_logs ? '' : "\033[1;97m"
-
-        return colorcodes
-    }
-
-    //
-    // Does what is says on the tin
-    //
-    public static String dashedLine(monochrome_logs) {
-        Map colors = logColours(monochrome_logs)
-        return "-${colors.dim}----------------------------------------------------${colors.reset}-"
-    }
-
-    //
-    // nf-core logo
-    //
-    public static String logo(workflow, monochrome_logs) {
-        Map colors = logColours(monochrome_logs)
-        String workflow_version = NfcoreTemplate.version(workflow)
-        String.format(
-            """\n
-            ${dashedLine(monochrome_logs)}
-                                                    ${colors.green},--.${colors.black}/${colors.green},-.${colors.reset}
-            ${colors.blue}        ___     __   __   __   ___     ${colors.green}/,-._.--~\'${colors.reset}
-            ${colors.blue}  |\\ | |__  __ /  ` /  \\ |__) |__         ${colors.yellow}}  {${colors.reset}
-            ${colors.blue}  | \\| |       \\__, \\__/ |  \\ |___     ${colors.green}\\`-._,-`-,${colors.reset}
-                                                    ${colors.green}`._,._,\'${colors.reset}
-            ${colors.purple}  ${workflow.manifest.name} ${workflow_version}${colors.reset}
-            ${dashedLine(monochrome_logs)}
-            """.stripIndent()
-        )
-    }
-}
diff --git a/lib/Utils.groovy b/lib/Utils.groovy
deleted file mode 100644
index 8d030f4e..00000000
--- a/lib/Utils.groovy
+++ /dev/null
@@ -1,47 +0,0 @@
-//
-// This file holds several Groovy functions that could be useful for any Nextflow pipeline
-//
-
-import org.yaml.snakeyaml.Yaml
-
-class Utils {
-
-    //
-    // When running with -profile conda, warn if channels have not been set-up appropriately
-    //
-    public static void checkCondaChannels(log) {
-        Yaml parser = new Yaml()
-        def channels = []
-        try {
-            def config = parser.load("conda config --show channels".execute().text)
-            channels = config.channels
-        } catch(NullPointerException | IOException e) {
-            log.warn "Could not verify conda channel configuration."
-            return
-        }
-
-        // Check that all channels are present
-        // This channel list is ordered by required channel priority.
-        def required_channels_in_order = ['conda-forge', 'bioconda', 'defaults']
-        def channels_missing = ((required_channels_in_order as Set) - (channels as Set)) as Boolean
-
-        // Check that they are in the right order
-        def channel_priority_violation = false
-        def n = required_channels_in_order.size()
-        for (int i = 0; i < n - 1; i++) {
-            channel_priority_violation |= !(channels.indexOf(required_channels_in_order[i]) < channels.indexOf(required_channels_in_order[i+1]))
-        }
-
-        if (channels_missing | channel_priority_violation) {
-            log.warn "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n" +
-                "  There is a problem with your Conda configuration!\n\n" +
-                "  You will need to set-up the conda-forge and bioconda channels correctly.\n" +
-                "  Please refer to https://bioconda.github.io/\n" +
-                "  The observed channel order is \n" +
-                "  ${channels}\n" +
-                "  but the following channel order is required:\n" +
-                "  ${required_channels_in_order}\n" +
-                "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
-        }
-    }
-}
diff --git a/lib/WorkflowMain.groovy b/lib/WorkflowMain.groovy
deleted file mode 100755
index 23c0455c..00000000
--- a/lib/WorkflowMain.groovy
+++ /dev/null
@@ -1,77 +0,0 @@
-//
-// This file holds several functions specific to the main.nf workflow in the nf-core/quantms pipeline
-//
-
-import nextflow.Nextflow
-
-class WorkflowMain {
-
-    //
-    // Citation string for pipeline
-    //
-    public static String citation(workflow) {
-        return "If you use ${workflow.manifest.name} for your analysis please cite:\n\n" +
-            // TODO nf-core: Add Zenodo DOI for pipeline after first release
-            //"* The pipeline\n" +
-            //"  https://doi.org/10.5281/zenodo.XXXXXXX\n\n" +
-            "* The nf-core framework\n" +
-            "  https://doi.org/10.1038/s41587-020-0439-x\n\n" +
-            "* Software dependencies\n" +
-            "  https://github.com/${workflow.manifest.name}/blob/master/CITATIONS.md"
-    }
-
-
-    //
-    // Validate parameters and print summary to screen
-    //
-    public static void initialise(workflow, params, log, args) {
-
-        // Print workflow version and exit on --version
-        if (params.version) {
-            String workflow_version = NfcoreTemplate.version(workflow)
-            log.info "${workflow.manifest.name} ${workflow_version}"
-            System.exit(0)
-        }
-
-        // Check that a -profile or Nextflow config has been provided to run the pipeline
-        NfcoreTemplate.checkConfigProvided(workflow, log)
-        // Check that the profile doesn't contain spaces and doesn't end with a trailing comma
-        checkProfile(workflow.profile, args, log)
-
-        // Check that conda channels are set-up correctly
-        if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
-            Utils.checkCondaChannels(log)
-        }
-
-        // Check AWS batch settings
-        NfcoreTemplate.awsBatch(workflow, params)
-
-        // Check input has been provided
-        if (!params.input) {
-            Nextflow.error("Please provide an input samplesheet to the pipeline e.g. '--input samplesheet.csv'")
-        }
-    }
-    //
-    // Get attribute from genome config file e.g. fasta
-    //
-    public static Object getGenomeAttribute(params, attribute) {
-        if (params.genomes && params.genome && params.genomes.containsKey(params.genome)) {
-            if (params.genomes[ params.genome ].containsKey(attribute)) {
-                return params.genomes[ params.genome ][ attribute ]
-            }
-        }
-        return null
-    }
-
-    //
-    // Exit pipeline if --profile contains spaces
-    //
-    private static void checkProfile(profile, args, log) {
-        if (profile.endsWith(',')) {
-            Nextflow.error "Profile cannot end with a trailing comma. Please remove the comma from the end of the profile string.\nHint: A common mistake is to provide multiple values to `-profile` separated by spaces. Please use commas to separate profiles instead,e.g., `-profile docker,test`."
-        }
-        if (args[0]) {
-            log.warn "nf-core pipelines do not accept positional arguments. The positional argument `${args[0]}` has been detected.\n      Hint: A common mistake is to provide multiple values to `-profile` separated by spaces. Please use commas to separate profiles instead,e.g., `-profile docker,test`."
-        }
-    }
-}
diff --git a/lib/WorkflowQuantms.groovy b/lib/WorkflowQuantms.groovy
deleted file mode 100755
index 5950987c..00000000
--- a/lib/WorkflowQuantms.groovy
+++ /dev/null
@@ -1,122 +0,0 @@
-//
-// This file holds several functions specific to the workflow/quantms.nf in the nf-core/quantms pipeline
-//
-
-import nextflow.Nextflow
-import groovy.text.SimpleTemplateEngine
-
-class WorkflowQuantms {
-
-    //
-    // Check and validate parameters
-    //
-    public static void initialise(params, log) {
-
-        genomeExistsError(params, log)
-
-
-        if (!params.fasta) {
-            Nextflow.error "Genome fasta file not specified with e.g. '--fasta genome.fa' or via a detectable config file."
-        }
-    }
-
-    //
-    // Get workflow summary for MultiQC
-    //
-    public static String paramsSummaryMultiqc(workflow, summary) {
-        String summary_section = ''
-        for (group in summary.keySet()) {
-            def group_params = summary.get(group)  // This gets the parameters of that particular group
-            if (group_params) {
-                summary_section += "    <p style=\"font-size:110%\"><b>$group</b></p>\n"
-                summary_section += "    <dl class=\"dl-horizontal\">\n"
-                for (param in group_params.keySet()) {
-                    summary_section += "        <dt>$param</dt><dd><samp>${group_params.get(param) ?: '<span style=\"color:#999999;\">N/A</a>'}</samp></dd>\n"
-                }
-                summary_section += "    </dl>\n"
-            }
-        }
-
-        String yaml_file_text  = "id: '${workflow.manifest.name.replace('/','-')}-summary'\n"
-        yaml_file_text        += "description: ' - this information is collected when the pipeline is started.'\n"
-        yaml_file_text        += "section_name: '${workflow.manifest.name} Workflow Summary'\n"
-        yaml_file_text        += "section_href: 'https://github.com/${workflow.manifest.name}'\n"
-        yaml_file_text        += "plot_type: 'html'\n"
-        yaml_file_text        += "data: |\n"
-        yaml_file_text        += "${summary_section}"
-        return yaml_file_text
-    }
-
-    //
-    // Generate methods description for MultiQC
-    //
-
-    public static String toolCitationText(params) {
-
-        // TODO nf-core: Optionally add in-text citation tools to this list.
-        // Can use ternary operators to dynamically construct based conditions, e.g. params["run_xyz"] ? "Tool (Foo et al. 2023)" : "",
-        // Uncomment function in methodsDescriptionText to render in MultiQC report
-        def citation_text = [
-                "Tools used in the workflow included:",
-                "FastQC (Andrews 2010),",
-                "MultiQC (Ewels et al. 2016)",
-                "."
-            ].join(' ').trim()
-
-        return citation_text
-    }
-
-    public static String toolBibliographyText(params) {
-
-        // TODO Optionally add bibliographic entries to this list.
-        // Can use ternary operators to dynamically construct based conditions, e.g. params["run_xyz"] ? "<li>Author (2023) Pub name, Journal, DOI</li>" : "",
-        // Uncomment function in methodsDescriptionText to render in MultiQC report
-        def reference_text = [
-                "<li>Andrews S, (2010) FastQC, URL: https://www.bioinformatics.babraham.ac.uk/projects/fastqc/).</li>",
-                "<li>Ewels, P., Magnusson, M., Lundin, S., & Käller, M. (2016). MultiQC: summarize analysis results for multiple tools and samples in a single report. Bioinformatics , 32(19), 3047–3048. doi: /10.1093/bioinformatics/btw354</li>"
-            ].join(' ').trim()
-
-        return reference_text
-    }
-
-    public static String methodsDescriptionText(run_workflow, mqc_methods_yaml, params) {
-        // Convert  to a named map so can be used as with familar NXF ${workflow} variable syntax in the MultiQC YML file
-        def meta = [:]
-        meta.workflow = run_workflow.toMap()
-        meta["manifest_map"] = run_workflow.manifest.toMap()
-
-        // Pipeline DOI
-        meta["doi_text"] = meta.manifest_map.doi ? "(doi: <a href=\'https://doi.org/${meta.manifest_map.doi}\'>${meta.manifest_map.doi}</a>)" : ""
-        meta["nodoi_text"] = meta.manifest_map.doi ? "": "<li>If available, make sure to update the text to include the Zenodo DOI of version of the pipeline used. </li>"
-
-        // Tool references
-        meta["tool_citations"] = ""
-        meta["tool_bibliography"] = ""
-
-        // TODO Only uncomment below if logic in toolCitationText/toolBibliographyText has been filled!
-        //meta["tool_citations"] = toolCitationText(params).replaceAll(", \\.", ".").replaceAll("\\. \\.", ".").replaceAll(", \\.", ".")
-        //meta["tool_bibliography"] = toolBibliographyText(params)
-
-
-        def methods_text = mqc_methods_yaml.text
-
-        def engine =  new SimpleTemplateEngine()
-        def description_html = engine.createTemplate(methods_text).make(meta)
-
-        return description_html
-    }
-
-    //
-    // Exit pipeline if incorrect --genome key provided
-    //
-    private static void genomeExistsError(params, log) {
-        if (params.genomes && params.genome && !params.genomes.containsKey(params.genome)) {
-            def error_string = "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n" +
-                "  Genome '${params.genome}' not found in any config files provided to the pipeline.\n" +
-                "  Currently, the available genome keys are:\n" +
-                "  ${params.genomes.keySet().join(", ")}\n" +
-                "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
-            Nextflow.error(error_string)
-        }
-    }
-}
diff --git a/main.nf b/main.nf
index 183f8ce0..e09fa352 100644
--- a/main.nf
+++ b/main.nf
@@ -13,66 +13,96 @@ nextflow.enable.dsl = 2
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    GENOME PARAMETER VALUES
+    IMPORT FUNCTIONS / MODULES / SUBWORKFLOWS / WORKFLOWS
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 */
 
-// TODO nf-core: Remove this line if you don't need a FASTA file
-//   This is an example of how to use getGenomeAttribute() to fetch parameters
-//   from igenomes.config using `--genome`
-params.fasta = WorkflowMain.getGenomeAttribute(params, 'fasta')
+include { QUANTMS  } from './workflows/quantms'
+include { PIPELINE_INITIALISATION } from './subworkflows/local/utils_nfcore_quantms_pipeline'
+include { PIPELINE_COMPLETION     } from './subworkflows/local/utils_nfcore_quantms_pipeline'
+
+include { getGenomeAttribute      } from './subworkflows/local/utils_nfcore_quantms_pipeline'
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    VALIDATE & PRINT PARAMETER SUMMARY
+    GENOME PARAMETER VALUES
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 */
 
-include { validateParameters; paramsHelp } from 'plugin/nf-validation'
-
-// Print help message if needed
-if (params.help) {
-    def logo = NfcoreTemplate.logo(workflow, params.monochrome_logs)
-    def citation = '\n' + WorkflowMain.citation(workflow) + '\n'
-    def String command = "nextflow run ${workflow.manifest.name} --input samplesheet.csv --genome GRCh37 -profile docker"
-    log.info logo + paramsHelp(command) + citation + NfcoreTemplate.dashedLine(params.monochrome_logs)
-    System.exit(0)
-}
-
-// Validate input parameters
-if (params.validate_params) {
-    validateParameters()
-}
-
-WorkflowMain.initialise(workflow, params, log, args)
+// TODO nf-core: Remove this line if you don't need a FASTA file
+//   This is an example of how to use getGenomeAttribute() to fetch parameters
+//   from igenomes.config using `--genome`
+params.fasta = getGenomeAttribute('fasta')
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    NAMED WORKFLOW FOR PIPELINE
+    NAMED WORKFLOWS FOR PIPELINE
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 */
 
-include { QUANTMS } from './workflows/quantms'
-
 //
-// WORKFLOW: Run main nf-core/quantms analysis pipeline
+// WORKFLOW: Run main analysis pipeline depending on type of input
 //
 workflow NFCORE_QUANTMS {
-    QUANTMS ()
-}
 
+    take:
+    samplesheet // channel: samplesheet read in from --input
+
+    main:
+
+    //
+    // WORKFLOW: Run pipeline
+    //
+    QUANTMS (
+        samplesheet
+    )
+
+    emit:
+    multiqc_report = QUANTMS.out.multiqc_report // channel: /path/to/multiqc_report.html
+
+}
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    RUN ALL WORKFLOWS
+    RUN MAIN WORKFLOW
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 */
 
-//
-// WORKFLOW: Execute a single named workflow for the pipeline
-// See: https://github.com/nf-core/rnaseq/issues/619
-//
 workflow {
-    NFCORE_QUANTMS ()
+
+    main:
+
+    //
+    // SUBWORKFLOW: Run initialisation tasks
+    //
+    PIPELINE_INITIALISATION (
+        params.version,
+        params.help,
+        params.validate_params,
+        params.monochrome_logs,
+        args,
+        params.outdir,
+        params.input
+    )
+
+    //
+    // WORKFLOW: Run main workflow
+    //
+    NFCORE_QUANTMS (
+        PIPELINE_INITIALISATION.out.samplesheet
+    )
+
+    //
+    // SUBWORKFLOW: Run completion tasks
+    //
+    PIPELINE_COMPLETION (
+        params.email,
+        params.email_on_fail,
+        params.plaintext_email,
+        params.outdir,
+        params.monochrome_logs,
+        params.hook_url,
+        NFCORE_QUANTMS.out.multiqc_report
+    )
 }
 
 /*
diff --git a/modules.json b/modules.json
index a620e7d0..f3bb3e80 100644
--- a/modules.json
+++ b/modules.json
@@ -5,22 +5,36 @@
         "https://github.com/nf-core/modules.git": {
             "modules": {
                 "nf-core": {
-                    "custom/dumpsoftwareversions": {
-                        "branch": "master",
-                        "git_sha": "8ec825f465b9c17f9d83000022995b4f7de6fe93",
-                        "installed_by": ["modules"]
-                    },
                     "fastqc": {
                         "branch": "master",
-                        "git_sha": "c9488585ce7bd35ccd2a30faa2371454c8112fb9",
+                        "git_sha": "f4ae1d942bd50c5c0b9bd2de1393ce38315ba57c",
                         "installed_by": ["modules"]
                     },
                     "multiqc": {
                         "branch": "master",
-                        "git_sha": "8ec825f465b9c17f9d83000022995b4f7de6fe93",
+                        "git_sha": "ccacf6f5de6df3bc6d73b665c1fd2933d8bbc290",
                         "installed_by": ["modules"]
                     }
                 }
+            },
+            "subworkflows": {
+                "nf-core": {
+                    "utils_nextflow_pipeline": {
+                        "branch": "master",
+                        "git_sha": "cd08c91373cd00a73255081340e4914485846ba1",
+                        "installed_by": ["subworkflows"]
+                    },
+                    "utils_nfcore_pipeline": {
+                        "branch": "master",
+                        "git_sha": "262b17ed2aad591039f914951659177e6c39a8d8",
+                        "installed_by": ["subworkflows"]
+                    },
+                    "utils_nfvalidation_plugin": {
+                        "branch": "master",
+                        "git_sha": "cd08c91373cd00a73255081340e4914485846ba1",
+                        "installed_by": ["subworkflows"]
+                    }
+                }
             }
         }
     }
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
deleted file mode 100644
index 06e77466..00000000
--- a/modules/local/samplesheet_check.nf
+++ /dev/null
@@ -1,31 +0,0 @@
-process SAMPLESHEET_CHECK {
-    tag "$samplesheet"
-    label 'process_single'
-
-    conda "conda-forge::python=3.8.3"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/python:3.8.3' :
-        'biocontainers/python:3.8.3' }"
-
-    input:
-    path samplesheet
-
-    output:
-    path '*.csv'       , emit: csv
-    path "versions.yml", emit: versions
-
-    when:
-    task.ext.when == null || task.ext.when
-
-    script: // This script is bundled with the pipeline, in nf-core/quantms/bin/
-    """
-    check_samplesheet.py \\
-        $samplesheet \\
-        samplesheet.valid.csv
-
-    cat <<-END_VERSIONS > versions.yml
-    "${task.process}":
-        python: \$(python --version | sed 's/Python //g')
-    END_VERSIONS
-    """
-}
diff --git a/modules/nf-core/custom/dumpsoftwareversions/environment.yml b/modules/nf-core/custom/dumpsoftwareversions/environment.yml
deleted file mode 100644
index 9b3272bc..00000000
--- a/modules/nf-core/custom/dumpsoftwareversions/environment.yml
+++ /dev/null
@@ -1,7 +0,0 @@
-name: custom_dumpsoftwareversions
-channels:
-  - conda-forge
-  - bioconda
-  - defaults
-dependencies:
-  - bioconda::multiqc=1.19
diff --git a/modules/nf-core/custom/dumpsoftwareversions/main.nf b/modules/nf-core/custom/dumpsoftwareversions/main.nf
deleted file mode 100644
index f2187611..00000000
--- a/modules/nf-core/custom/dumpsoftwareversions/main.nf
+++ /dev/null
@@ -1,24 +0,0 @@
-process CUSTOM_DUMPSOFTWAREVERSIONS {
-    label 'process_single'
-
-    // Requires `pyyaml` which does not have a dedicated container but is in the MultiQC container
-    conda "${moduleDir}/environment.yml"
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/multiqc:1.19--pyhdfd78af_0' :
-        'biocontainers/multiqc:1.19--pyhdfd78af_0' }"
-
-    input:
-    path versions
-
-    output:
-    path "software_versions.yml"    , emit: yml
-    path "software_versions_mqc.yml", emit: mqc_yml
-    path "versions.yml"             , emit: versions
-
-    when:
-    task.ext.when == null || task.ext.when
-
-    script:
-    def args = task.ext.args ?: ''
-    template 'dumpsoftwareversions.py'
-}
diff --git a/modules/nf-core/custom/dumpsoftwareversions/meta.yml b/modules/nf-core/custom/dumpsoftwareversions/meta.yml
deleted file mode 100644
index 5f15a5fd..00000000
--- a/modules/nf-core/custom/dumpsoftwareversions/meta.yml
+++ /dev/null
@@ -1,37 +0,0 @@
-# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/meta-schema.json
-name: custom_dumpsoftwareversions
-description: Custom module used to dump software versions within the nf-core pipeline template
-keywords:
-  - custom
-  - dump
-  - version
-tools:
-  - custom:
-      description: Custom module used to dump software versions within the nf-core pipeline template
-      homepage: https://github.com/nf-core/tools
-      documentation: https://github.com/nf-core/tools
-      licence: ["MIT"]
-input:
-  - versions:
-      type: file
-      description: YML file containing software versions
-      pattern: "*.yml"
-output:
-  - yml:
-      type: file
-      description: Standard YML file containing software versions
-      pattern: "software_versions.yml"
-  - mqc_yml:
-      type: file
-      description: MultiQC custom content YML file containing software versions
-      pattern: "software_versions_mqc.yml"
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-authors:
-  - "@drpatelh"
-  - "@grst"
-maintainers:
-  - "@drpatelh"
-  - "@grst"
diff --git a/modules/nf-core/custom/dumpsoftwareversions/templates/dumpsoftwareversions.py b/modules/nf-core/custom/dumpsoftwareversions/templates/dumpsoftwareversions.py
deleted file mode 100755
index e55b8d43..00000000
--- a/modules/nf-core/custom/dumpsoftwareversions/templates/dumpsoftwareversions.py
+++ /dev/null
@@ -1,102 +0,0 @@
-#!/usr/bin/env python
-
-
-"""Provide functions to merge multiple versions.yml files."""
-
-
-import platform
-from textwrap import dedent
-
-import yaml
-
-
-def _make_versions_html(versions):
-    """Generate a tabular HTML output of all versions for MultiQC."""
-    html = [
-        dedent(
-            """\\
-            <style>
-            #nf-core-versions tbody:nth-child(even) {
-                background-color: #f2f2f2;
-            }
-            </style>
-            <table class="table" style="width:100%" id="nf-core-versions">
-                <thead>
-                    <tr>
-                        <th> Process Name </th>
-                        <th> Software </th>
-                        <th> Version  </th>
-                    </tr>
-                </thead>
-            """
-        )
-    ]
-    for process, tmp_versions in sorted(versions.items()):
-        html.append("<tbody>")
-        for i, (tool, version) in enumerate(sorted(tmp_versions.items())):
-            html.append(
-                dedent(
-                    f"""\\
-                    <tr>
-                        <td><samp>{process if (i == 0) else ''}</samp></td>
-                        <td><samp>{tool}</samp></td>
-                        <td><samp>{version}</samp></td>
-                    </tr>
-                    """
-                )
-            )
-        html.append("</tbody>")
-    html.append("</table>")
-    return "\\n".join(html)
-
-
-def main():
-    """Load all version files and generate merged output."""
-    versions_this_module = {}
-    versions_this_module["${task.process}"] = {
-        "python": platform.python_version(),
-        "yaml": yaml.__version__,
-    }
-
-    with open("$versions") as f:
-        versions_by_process = yaml.load(f, Loader=yaml.BaseLoader) | versions_this_module
-
-    # aggregate versions by the module name (derived from fully-qualified process name)
-    versions_by_module = {}
-    for process, process_versions in versions_by_process.items():
-        module = process.split(":")[-1]
-        try:
-            if versions_by_module[module] != process_versions:
-                raise AssertionError(
-                    "We assume that software versions are the same between all modules. "
-                    "If you see this error-message it means you discovered an edge-case "
-                    "and should open an issue in nf-core/tools. "
-                )
-        except KeyError:
-            versions_by_module[module] = process_versions
-
-    versions_by_module["Workflow"] = {
-        "Nextflow": "$workflow.nextflow.version",
-        "$workflow.manifest.name": "$workflow.manifest.version",
-    }
-
-    versions_mqc = {
-        "id": "software_versions",
-        "section_name": "${workflow.manifest.name} Software Versions",
-        "section_href": "https://github.com/${workflow.manifest.name}",
-        "plot_type": "html",
-        "description": "are collected at run time from the software output.",
-        "data": _make_versions_html(versions_by_module),
-    }
-
-    with open("software_versions.yml", "w") as f:
-        yaml.dump(versions_by_module, f, default_flow_style=False)
-    with open("software_versions_mqc.yml", "w") as f:
-        yaml.dump(versions_mqc, f, default_flow_style=False)
-
-    with open("versions.yml", "w") as f:
-        yaml.dump(versions_this_module, f, default_flow_style=False)
-
-
-if __name__ == "__main__":
-    main()
diff --git a/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test b/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test
deleted file mode 100644
index b1e1630b..00000000
--- a/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test
+++ /dev/null
@@ -1,43 +0,0 @@
-nextflow_process {
-
-    name "Test Process CUSTOM_DUMPSOFTWAREVERSIONS"
-    script "../main.nf"
-    process "CUSTOM_DUMPSOFTWAREVERSIONS"
-    tag "modules"
-    tag "modules_nfcore"
-    tag "custom"
-    tag "dumpsoftwareversions"
-    tag "custom/dumpsoftwareversions"
-
-    test("Should run without failures") {
-        when {
-            process {
-                """
-                def tool1_version = '''
-                TOOL1:
-                    tool1: 0.11.9
-                '''.stripIndent()
-
-                def tool2_version = '''
-                TOOL2:
-                    tool2: 1.9
-                '''.stripIndent()
-
-                input[0] = Channel.of(tool1_version, tool2_version).collectFile()
-                """
-            }
-        }
-
-        then {
-            assertAll(
-                { assert process.success },
-                { assert snapshot(
-                    process.out.versions,
-                    file(process.out.mqc_yml[0]).readLines()[0..10],
-                    file(process.out.yml[0]).readLines()[0..7]
-                    ).match()
-                }
-            )
-        }
-    }
-}
diff --git a/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test.snap b/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test.snap
deleted file mode 100644
index 5f59a936..00000000
--- a/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test.snap
+++ /dev/null
@@ -1,33 +0,0 @@
-{
-    "Should run without failures": {
-        "content": [
-            [
-                "versions.yml:md5,76d454d92244589d32455833f7c1ba6d"
-            ],
-            [
-                "data: \"<style>\\n#nf-core-versions tbody:nth-child(even) {\\n    background-color: #f2f2f2;\\n\\",
-                "  }\\n</style>\\n<table class=\\\"table\\\" style=\\\"width:100%\\\" id=\\\"nf-core-versions\\\"\\",
-                "  >\\n    <thead>\\n        <tr>\\n            <th> Process Name </th>\\n            <th>\\",
-                "  \\ Software </th>\\n            <th> Version  </th>\\n        </tr>\\n    </thead>\\n\\",
-                "  \\n<tbody>\\n<tr>\\n    <td><samp>CUSTOM_DUMPSOFTWAREVERSIONS</samp></td>\\n    <td><samp>python</samp></td>\\n\\",
-                "  \\    <td><samp>3.11.7</samp></td>\\n</tr>\\n\\n<tr>\\n    <td><samp></samp></td>\\n \\",
-                "  \\   <td><samp>yaml</samp></td>\\n    <td><samp>5.4.1</samp></td>\\n</tr>\\n\\n</tbody>\\n\\",
-                "  <tbody>\\n<tr>\\n    <td><samp>TOOL1</samp></td>\\n    <td><samp>tool1</samp></td>\\n\\",
-                "  \\    <td><samp>0.11.9</samp></td>\\n</tr>\\n\\n</tbody>\\n<tbody>\\n<tr>\\n    <td><samp>TOOL2</samp></td>\\n\\",
-                "  \\    <td><samp>tool2</samp></td>\\n    <td><samp>1.9</samp></td>\\n</tr>\\n\\n</tbody>\\n\\",
-                "  <tbody>\\n<tr>\\n    <td><samp>Workflow</samp></td>\\n    <td><samp>Nextflow</samp></td>\\n\\"
-            ],
-            [
-                "CUSTOM_DUMPSOFTWAREVERSIONS:",
-                "  python: 3.11.7",
-                "  yaml: 5.4.1",
-                "TOOL1:",
-                "  tool1: 0.11.9",
-                "TOOL2:",
-                "  tool2: '1.9'",
-                "Workflow:"
-            ]
-        ],
-        "timestamp": "2024-01-09T23:01:18.710682"
-    }
-}
\ No newline at end of file
diff --git a/modules/nf-core/custom/dumpsoftwareversions/tests/tags.yml b/modules/nf-core/custom/dumpsoftwareversions/tests/tags.yml
deleted file mode 100644
index 405aa24a..00000000
--- a/modules/nf-core/custom/dumpsoftwareversions/tests/tags.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-custom/dumpsoftwareversions:
-  - modules/nf-core/custom/dumpsoftwareversions/**
diff --git a/modules/nf-core/fastqc/tests/main.nf.test b/modules/nf-core/fastqc/tests/main.nf.test
index 1f21c664..70edae4d 100644
--- a/modules/nf-core/fastqc/tests/main.nf.test
+++ b/modules/nf-core/fastqc/tests/main.nf.test
@@ -33,7 +33,7 @@ nextflow_process {
             { assert process.out.zip[0][1] ==~ ".*/test_fastqc.zip" },
             { assert path(process.out.html[0][1]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
 
-            { assert snapshot(process.out.versions).match("versions") }
+            { assert snapshot(process.out.versions).match("fastqc_versions_single") }
             )
         }
     }
@@ -63,7 +63,7 @@ nextflow_process {
             { assert path(process.out.html[0][1][0]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
             { assert path(process.out.html[0][1][1]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
 
-            { assert snapshot(process.out.versions).match("versions") }
+            { assert snapshot(process.out.versions).match("fastqc_versions_paired") }
             )
         }
     }
@@ -89,7 +89,7 @@ nextflow_process {
             { assert process.out.zip[0][1] ==~ ".*/test_fastqc.zip" },
             { assert path(process.out.html[0][1]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
 
-            { assert snapshot(process.out.versions).match("versions") }
+            { assert snapshot(process.out.versions).match("fastqc_versions_interleaved") }
             )
         }
     }
@@ -115,7 +115,7 @@ nextflow_process {
             { assert process.out.zip[0][1] ==~ ".*/test_fastqc.zip" },
             { assert path(process.out.html[0][1]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
 
-            { assert snapshot(process.out.versions).match("versions") }
+            { assert snapshot(process.out.versions).match("fastqc_versions_bam") }
             )
         }
     }
@@ -153,7 +153,7 @@ nextflow_process {
             { assert path(process.out.html[0][1][2]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
             { assert path(process.out.html[0][1][3]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
 
-            { assert snapshot(process.out.versions).match("versions") }
+            { assert snapshot(process.out.versions).match("fastqc_versions_multiple") }
             )
         }
     }
@@ -179,7 +179,7 @@ nextflow_process {
             { assert process.out.zip[0][1] ==~ ".*/mysample_fastqc.zip" },
             { assert path(process.out.html[0][1]).text.contains("<tr><td>File type</td><td>Conventional base calls</td></tr>") },
 
-            { assert snapshot(process.out.versions).match("versions") }
+            { assert snapshot(process.out.versions).match("fastqc_versions_custom_prefix") }
             )
         }
     }
@@ -204,7 +204,7 @@ nextflow_process {
             { assert process.success },
             { assert snapshot(process.out.html.collect { file(it[1]).getName() } +
                                 process.out.zip.collect { file(it[1]).getName() } +
-                                process.out.versions ).match() }
+                                process.out.versions ).match("fastqc_stub") }
             )
         }
     }
diff --git a/modules/nf-core/fastqc/tests/main.nf.test.snap b/modules/nf-core/fastqc/tests/main.nf.test.snap
index 5d624bb8..86f7c311 100644
--- a/modules/nf-core/fastqc/tests/main.nf.test.snap
+++ b/modules/nf-core/fastqc/tests/main.nf.test.snap
@@ -1,5 +1,17 @@
 {
-    "sarscov2 single-end [fastq] - stub": {
+    "fastqc_versions_interleaved": {
+        "content": [
+            [
+                "versions.yml:md5,e1cc25ca8af856014824abd842e93978"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-01-31T17:40:07.293713"
+    },
+    "fastqc_stub": {
         "content": [
             [
                 "test.html",
@@ -7,14 +19,70 @@
                 "versions.yml:md5,e1cc25ca8af856014824abd842e93978"
             ]
         ],
-        "timestamp": "2024-01-17T18:40:57.254299"
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-01-31T17:31:01.425198"
+    },
+    "fastqc_versions_multiple": {
+        "content": [
+            [
+                "versions.yml:md5,e1cc25ca8af856014824abd842e93978"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-01-31T17:40:55.797907"
+    },
+    "fastqc_versions_bam": {
+        "content": [
+            [
+                "versions.yml:md5,e1cc25ca8af856014824abd842e93978"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-01-31T17:40:26.795862"
+    },
+    "fastqc_versions_single": {
+        "content": [
+            [
+                "versions.yml:md5,e1cc25ca8af856014824abd842e93978"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-01-31T17:39:27.043675"
+    },
+    "fastqc_versions_paired": {
+        "content": [
+            [
+                "versions.yml:md5,e1cc25ca8af856014824abd842e93978"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-01-31T17:39:47.584191"
     },
-    "versions": {
+    "fastqc_versions_custom_prefix": {
         "content": [
             [
                 "versions.yml:md5,e1cc25ca8af856014824abd842e93978"
             ]
         ],
-        "timestamp": "2024-01-17T18:36:50.033627"
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-01-31T17:41:14.576531"
     }
 }
\ No newline at end of file
diff --git a/modules/nf-core/multiqc/environment.yml b/modules/nf-core/multiqc/environment.yml
index 7625b752..2212096a 100644
--- a/modules/nf-core/multiqc/environment.yml
+++ b/modules/nf-core/multiqc/environment.yml
@@ -4,4 +4,4 @@ channels:
   - bioconda
   - defaults
 dependencies:
-  - bioconda::multiqc=1.19
+  - bioconda::multiqc=1.20
diff --git a/modules/nf-core/multiqc/main.nf b/modules/nf-core/multiqc/main.nf
index 1b9f7c43..354f4430 100644
--- a/modules/nf-core/multiqc/main.nf
+++ b/modules/nf-core/multiqc/main.nf
@@ -3,8 +3,8 @@ process MULTIQC {
 
     conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/multiqc:1.19--pyhdfd78af_0' :
-        'biocontainers/multiqc:1.19--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/multiqc:1.20--pyhdfd78af_0' :
+        'biocontainers/multiqc:1.20--pyhdfd78af_0' }"
 
     input:
     path  multiqc_files, stageAs: "?/*"
diff --git a/modules/nf-core/multiqc/tests/main.nf.test b/modules/nf-core/multiqc/tests/main.nf.test
index d0438eda..f1c4242e 100644
--- a/modules/nf-core/multiqc/tests/main.nf.test
+++ b/modules/nf-core/multiqc/tests/main.nf.test
@@ -3,6 +3,7 @@ nextflow_process {
     name "Test Process MULTIQC"
     script "../main.nf"
     process "MULTIQC"
+
     tag "modules"
     tag "modules_nfcore"
     tag "multiqc"
@@ -12,7 +13,7 @@ nextflow_process {
         when {
             process {
                 """
-                input[0] = Channel.of([file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz_fastqc_zip'], checkIfExists: true)])
+                input[0] = Channel.of(file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastqc/test_fastqc.zip', checkIfExists: true))
                 input[1] = []
                 input[2] = []
                 input[3] = []
@@ -25,7 +26,7 @@ nextflow_process {
                 { assert process.success },
                 { assert process.out.report[0] ==~ ".*/multiqc_report.html" },
                 { assert process.out.data[0] ==~ ".*/multiqc_data" },
-                { assert snapshot(process.out.versions).match("versions") }
+                { assert snapshot(process.out.versions).match("multiqc_versions_single") }
             )
         }
 
@@ -36,7 +37,7 @@ nextflow_process {
         when {
             process {
                 """
-                input[0] = Channel.of([file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz_fastqc_zip'], checkIfExists: true)])
+                input[0] = Channel.of(file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastqc/test_fastqc.zip', checkIfExists: true))
                 input[1] = Channel.of(file("https://github.com/nf-core/tools/raw/dev/nf_core/pipeline-template/assets/multiqc_config.yml", checkIfExists: true))
                 input[2] = []
                 input[3] = []
@@ -49,7 +50,7 @@ nextflow_process {
                 { assert process.success },
                 { assert process.out.report[0] ==~ ".*/multiqc_report.html" },
                 { assert process.out.data[0] ==~ ".*/multiqc_data" },
-                { assert snapshot(process.out.versions).match("versions") }
+                { assert snapshot(process.out.versions).match("multiqc_versions_config") }
             )
         }
     }
@@ -61,7 +62,7 @@ nextflow_process {
         when {
             process {
                 """
-                input[0] = Channel.of([file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz_fastqc_zip'], checkIfExists: true)])
+                input[0] = Channel.of(file(params.modules_testdata_base_path + 'genomics/sarscov2/illumina/fastqc/test_fastqc.zip', checkIfExists: true))
                 input[1] = []
                 input[2] = []
                 input[3] = []
@@ -75,7 +76,7 @@ nextflow_process {
                 { assert snapshot(process.out.report.collect { file(it).getName() } +
                                 process.out.data.collect { file(it).getName() } +
                                 process.out.plots.collect { file(it).getName() } +
-                                process.out.versions ).match() }
+                                process.out.versions ).match("multiqc_stub") }
             )
         }
 
diff --git a/modules/nf-core/multiqc/tests/main.nf.test.snap b/modules/nf-core/multiqc/tests/main.nf.test.snap
index d37e7304..c204b488 100644
--- a/modules/nf-core/multiqc/tests/main.nf.test.snap
+++ b/modules/nf-core/multiqc/tests/main.nf.test.snap
@@ -1,21 +1,41 @@
 {
-    "versions": {
+    "multiqc_versions_single": {
         "content": [
             [
-                "versions.yml:md5,14e9a2661241abd828f4f06a7b5c222d"
+                "versions.yml:md5,d320d4c37e349c5588e07e7a31cd4186"
             ]
         ],
-        "timestamp": "2024-01-09T23:02:49.911994"
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-14T09:28:51.744211298"
     },
-    "sarscov2 single-end [fastqc] - stub": {
+    "multiqc_stub": {
         "content": [
             [
                 "multiqc_report.html",
                 "multiqc_data",
                 "multiqc_plots",
-                "versions.yml:md5,14e9a2661241abd828f4f06a7b5c222d"
+                "versions.yml:md5,d320d4c37e349c5588e07e7a31cd4186"
             ]
         ],
-        "timestamp": "2024-01-09T23:03:14.524346"
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-14T09:29:28.847433492"
+    },
+    "multiqc_versions_config": {
+        "content": [
+            [
+                "versions.yml:md5,d320d4c37e349c5588e07e7a31cd4186"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-14T09:29:13.223621555"
     }
 }
\ No newline at end of file
diff --git a/nextflow.config b/nextflow.config
index 84bfb07b..b79aea52 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -16,9 +16,7 @@ params {
     genome                     = null
     igenomes_base              = 's3://ngi-igenomes/igenomes/'
     igenomes_ignore            = false
-    
-
-    // MultiQC options
+    fasta                      = null// MultiQC options
     multiqc_config             = null
     multiqc_title              = null
     multiqc_logo               = null
@@ -43,7 +41,6 @@ params {
     custom_config_base         = "https://raw.githubusercontent.com/nf-core/configs/${params.custom_config_version}"
     config_profile_contact     = null
     config_profile_url         = null
-    
 
     // Max resource options
     // Defaults only, expecting to be overwritten
diff --git a/nextflow_schema.json b/nextflow_schema.json
index aa46bcc6..f643948e 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -16,6 +16,7 @@
                     "type": "string",
                     "format": "file-path",
                     "exists": true,
+                    "schema": "assets/schema_input.json",
                     "mimetype": "text/csv",
                     "pattern": "^\\S+\\.csv$",
                     "description": "Path to comma-separated file containing information about the samples in the experiment.",
diff --git a/pyproject.toml b/pyproject.toml
index 7d08e1c8..56110621 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -3,11 +3,13 @@
 [tool.ruff]
 line-length = 120
 target-version = "py38"
-select = ["I", "E1", "E4", "E7", "E9", "F", "UP", "N"]
 cache-dir = "~/.cache/ruff"
 
-[tool.ruff.isort]
+[tool.ruff.lint]
+select = ["I", "E1", "E4", "E7", "E9", "F", "UP", "N"]
+
+[tool.ruff.lint.isort]
 known-first-party = ["nf_core"]
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 "__init__.py" = ["E402", "F401"]
diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
deleted file mode 100644
index 0aecf87f..00000000
--- a/subworkflows/local/input_check.nf
+++ /dev/null
@@ -1,44 +0,0 @@
-//
-// Check input samplesheet and get read channels
-//
-
-include { SAMPLESHEET_CHECK } from '../../modules/local/samplesheet_check'
-
-workflow INPUT_CHECK {
-    take:
-    samplesheet // file: /path/to/samplesheet.csv
-
-    main:
-    SAMPLESHEET_CHECK ( samplesheet )
-        .csv
-        .splitCsv ( header:true, sep:',' )
-        .map { create_fastq_channel(it) }
-        .set { reads }
-
-    emit:
-    reads                                     // channel: [ val(meta), [ reads ] ]
-    versions = SAMPLESHEET_CHECK.out.versions // channel: [ versions.yml ]
-}
-
-// Function to get list of [ meta, [ fastq_1, fastq_2 ] ]
-def create_fastq_channel(LinkedHashMap row) {
-    // create meta map
-    def meta = [:]
-    meta.id         = row.sample
-    meta.single_end = row.single_end.toBoolean()
-
-    // add path(s) of the fastq file(s) to the meta map
-    def fastq_meta = []
-    if (!file(row.fastq_1).exists()) {
-        exit 1, "ERROR: Please check input samplesheet -> Read 1 FastQ file does not exist!\n${row.fastq_1}"
-    }
-    if (meta.single_end) {
-        fastq_meta = [ meta, [ file(row.fastq_1) ] ]
-    } else {
-        if (!file(row.fastq_2).exists()) {
-            exit 1, "ERROR: Please check input samplesheet -> Read 2 FastQ file does not exist!\n${row.fastq_2}"
-        }
-        fastq_meta = [ meta, [ file(row.fastq_1), file(row.fastq_2) ] ]
-    }
-    return fastq_meta
-}
diff --git a/subworkflows/local/utils_nfcore_quantms_pipeline/main.nf b/subworkflows/local/utils_nfcore_quantms_pipeline/main.nf
new file mode 100644
index 00000000..dc90ad90
--- /dev/null
+++ b/subworkflows/local/utils_nfcore_quantms_pipeline/main.nf
@@ -0,0 +1,247 @@
+//
+// Subworkflow with functionality specific to the nf-core/pipeline pipeline
+//
+
+/*
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+    IMPORT FUNCTIONS / MODULES / SUBWORKFLOWS
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+*/
+
+include { UTILS_NFVALIDATION_PLUGIN } from '../../nf-core/utils_nfvalidation_plugin'
+include { paramsSummaryMap          } from 'plugin/nf-validation'
+include { fromSamplesheet           } from 'plugin/nf-validation'
+include { UTILS_NEXTFLOW_PIPELINE   } from '../../nf-core/utils_nextflow_pipeline'
+include { completionEmail           } from '../../nf-core/utils_nfcore_pipeline'
+include { completionSummary         } from '../../nf-core/utils_nfcore_pipeline'
+include { dashedLine                } from '../../nf-core/utils_nfcore_pipeline'
+include { nfCoreLogo                } from '../../nf-core/utils_nfcore_pipeline'
+include { imNotification            } from '../../nf-core/utils_nfcore_pipeline'
+include { UTILS_NFCORE_PIPELINE     } from '../../nf-core/utils_nfcore_pipeline'
+include { workflowCitation          } from '../../nf-core/utils_nfcore_pipeline'
+
+/*
+========================================================================================
+    SUBWORKFLOW TO INITIALISE PIPELINE
+========================================================================================
+*/
+
+workflow PIPELINE_INITIALISATION {
+
+    take:
+    version           // boolean: Display version and exit
+    help              // boolean: Display help text
+    validate_params   // boolean: Boolean whether to validate parameters against the schema at runtime
+    monochrome_logs   // boolean: Do not use coloured log outputs
+    nextflow_cli_args //   array: List of positional nextflow CLI args
+    outdir            //  string: The output directory where the results will be saved
+    input             //  string: Path to input samplesheet
+
+    main:
+
+    ch_versions = Channel.empty()
+
+    //
+    // Print version and exit if required and dump pipeline parameters to JSON file
+    //
+    UTILS_NEXTFLOW_PIPELINE (
+        version,
+        true,
+        outdir,
+        workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1
+    )
+
+    //
+    // Validate parameters and generate parameter summary to stdout
+    //
+    pre_help_text = nfCoreLogo(monochrome_logs)
+    post_help_text = '\n' + workflowCitation() + '\n' + dashedLine(monochrome_logs)
+    def String workflow_command = "nextflow run ${workflow.manifest.name} -profile <docker/singularity/.../institute> --input samplesheet.csv --outdir <OUTDIR>"
+    UTILS_NFVALIDATION_PLUGIN (
+        help,
+        workflow_command,
+        pre_help_text,
+        post_help_text,
+        validate_params,
+        "nextflow_schema.json"
+    )
+
+    //
+    // Check config provided to the pipeline
+    //
+    UTILS_NFCORE_PIPELINE (
+        nextflow_cli_args
+    )
+    //
+    // Custom validation for pipeline parameters
+    //
+    validateInputParameters()
+
+    //
+    // Create channel from input file provided through params.input
+    //
+    Channel
+        .fromSamplesheet("input")
+        .map {
+            meta, fastq_1, fastq_2 ->
+                if (!fastq_2) {
+                    return [ meta.id, meta + [ single_end:true ], [ fastq_1 ] ]
+                } else {
+                    return [ meta.id, meta + [ single_end:false ], [ fastq_1, fastq_2 ] ]
+                }
+        }
+        .groupTuple()
+        .map {
+            validateInputSamplesheet(it)
+        }
+        .map {
+            meta, fastqs ->
+                return [ meta, fastqs.flatten() ]
+        }
+        .set { ch_samplesheet }
+
+    emit:
+    samplesheet = ch_samplesheet
+    versions    = ch_versions
+}
+
+/*
+========================================================================================
+    SUBWORKFLOW FOR PIPELINE COMPLETION
+========================================================================================
+*/
+
+workflow PIPELINE_COMPLETION {
+
+    take:
+    email           //  string: email address
+    email_on_fail   //  string: email address sent on pipeline failure
+    plaintext_email // boolean: Send plain-text email instead of HTML
+    outdir          //    path: Path to output directory where results will be published
+    monochrome_logs // boolean: Disable ANSI colour codes in log output
+    hook_url        //  string: hook URL for notifications
+    multiqc_report  //  string: Path to MultiQC report
+
+    main:
+
+    summary_params = paramsSummaryMap(workflow, parameters_schema: "nextflow_schema.json")
+
+    //
+    // Completion email and summary
+    //
+    workflow.onComplete {
+        if (email || email_on_fail) {
+            completionEmail(summary_params, email, email_on_fail, plaintext_email, outdir, monochrome_logs, multiqc_report.toList())
+        }
+
+        completionSummary(monochrome_logs)
+
+        if (hook_url) {
+            imNotification(summary_params, hook_url)
+        }
+    }
+}
+
+/*
+========================================================================================
+    FUNCTIONS
+========================================================================================
+*/
+//
+// Check and validate pipeline parameters
+//
+def validateInputParameters() {
+    genomeExistsError()
+}//
+// Validate channels from input samplesheet
+//
+def validateInputSamplesheet(input) {
+    def (metas, fastqs) = input[1..2]
+
+    // Check that multiple runs of the same sample are of the same datatype i.e. single-end / paired-end
+    def endedness_ok = metas.collect{ it.single_end }.unique().size == 1
+    if (!endedness_ok) {
+        error("Please check input samplesheet -> Multiple runs of a sample must be of the same datatype i.e. single-end or paired-end: ${metas[0].id}")
+    }
+
+    return [ metas[0], fastqs ]
+}
+//
+// Get attribute from genome config file e.g. fasta
+//
+def getGenomeAttribute(attribute) {
+    if (params.genomes && params.genome && params.genomes.containsKey(params.genome)) {
+        if (params.genomes[ params.genome ].containsKey(attribute)) {
+            return params.genomes[ params.genome ][ attribute ]
+        }
+    }
+    return null
+}
+
+//
+// Exit pipeline if incorrect --genome key provided
+//
+def genomeExistsError() {
+    if (params.genomes && params.genome && !params.genomes.containsKey(params.genome)) {
+        def error_string = "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n" +
+            "  Genome '${params.genome}' not found in any config files provided to the pipeline.\n" +
+            "  Currently, the available genome keys are:\n" +
+            "  ${params.genomes.keySet().join(", ")}\n" +
+            "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
+        error(error_string)
+    }
+}//
+// Generate methods description for MultiQC
+//
+def toolCitationText() {
+    // TODO nf-core: Optionally add in-text citation tools to this list.
+    // Can use ternary operators to dynamically construct based conditions, e.g. params["run_xyz"] ? "Tool (Foo et al. 2023)" : "",
+    // Uncomment function in methodsDescriptionText to render in MultiQC report
+    def citation_text = [
+            "Tools used in the workflow included:",
+            "FastQC (Andrews 2010),",
+            "MultiQC (Ewels et al. 2016)",
+            "."
+        ].join(' ').trim()
+
+    return citation_text
+}
+
+def toolBibliographyText() {
+    // TODO nf-core: Optionally add bibliographic entries to this list.
+    // Can use ternary operators to dynamically construct based conditions, e.g. params["run_xyz"] ? "<li>Author (2023) Pub name, Journal, DOI</li>" : "",
+    // Uncomment function in methodsDescriptionText to render in MultiQC report
+    def reference_text = [
+            "<li>Andrews S, (2010) FastQC, URL: https://www.bioinformatics.babraham.ac.uk/projects/fastqc/).</li>",
+            "<li>Ewels, P., Magnusson, M., Lundin, S., & Käller, M. (2016). MultiQC: summarize analysis results for multiple tools and samples in a single report. Bioinformatics , 32(19), 3047–3048. doi: /10.1093/bioinformatics/btw354</li>"
+        ].join(' ').trim()
+
+    return reference_text
+}
+
+def methodsDescriptionText(mqc_methods_yaml) {
+    // Convert  to a named map so can be used as with familar NXF ${workflow} variable syntax in the MultiQC YML file
+    def meta = [:]
+    meta.workflow = workflow.toMap()
+    meta["manifest_map"] = workflow.manifest.toMap()
+
+    // Pipeline DOI
+    meta["doi_text"] = meta.manifest_map.doi ? "(doi: <a href=\'https://doi.org/${meta.manifest_map.doi}\'>${meta.manifest_map.doi}</a>)" : ""
+    meta["nodoi_text"] = meta.manifest_map.doi ? "": "<li>If available, make sure to update the text to include the Zenodo DOI of version of the pipeline used. </li>"
+
+    // Tool references
+    meta["tool_citations"] = ""
+    meta["tool_bibliography"] = ""
+
+    // TODO nf-core: Only uncomment below if logic in toolCitationText/toolBibliographyText has been filled!
+    // meta["tool_citations"] = toolCitationText().replaceAll(", \\.", ".").replaceAll("\\. \\.", ".").replaceAll(", \\.", ".")
+    // meta["tool_bibliography"] = toolBibliographyText()
+
+
+    def methods_text = mqc_methods_yaml.text
+
+    def engine =  new groovy.text.SimpleTemplateEngine()
+    def description_html = engine.createTemplate(methods_text).make(meta)
+
+    return description_html.toString()
+}
diff --git a/subworkflows/nf-core/utils_nextflow_pipeline/main.nf b/subworkflows/nf-core/utils_nextflow_pipeline/main.nf
new file mode 100644
index 00000000..ac31f28f
--- /dev/null
+++ b/subworkflows/nf-core/utils_nextflow_pipeline/main.nf
@@ -0,0 +1,126 @@
+//
+// Subworkflow with functionality that may be useful for any Nextflow pipeline
+//
+
+import org.yaml.snakeyaml.Yaml
+import groovy.json.JsonOutput
+import nextflow.extension.FilesEx
+
+/*
+========================================================================================
+    SUBWORKFLOW DEFINITION
+========================================================================================
+*/
+
+workflow UTILS_NEXTFLOW_PIPELINE {
+
+    take:
+    print_version        // boolean: print version
+    dump_parameters      // boolean: dump parameters
+    outdir               //    path: base directory used to publish pipeline results
+    check_conda_channels // boolean: check conda channels
+
+    main:
+
+    //
+    // Print workflow version and exit on --version
+    //
+    if (print_version) {
+        log.info "${workflow.manifest.name} ${getWorkflowVersion()}"
+        System.exit(0)
+    }
+
+    //
+    // Dump pipeline parameters to a JSON file
+    //
+    if (dump_parameters && outdir) {
+        dumpParametersToJSON(outdir)
+    }
+
+    //
+    // When running with Conda, warn if channels have not been set-up appropriately
+    //
+    if (check_conda_channels) {
+        checkCondaChannels()
+    }
+
+    emit:
+    dummy_emit = true
+}
+
+/*
+========================================================================================
+    FUNCTIONS
+========================================================================================
+*/
+
+//
+// Generate version string
+//
+def getWorkflowVersion() {
+    String version_string = ""
+    if (workflow.manifest.version) {
+        def prefix_v = workflow.manifest.version[0] != 'v' ? 'v' : ''
+        version_string += "${prefix_v}${workflow.manifest.version}"
+    }
+
+    if (workflow.commitId) {
+        def git_shortsha = workflow.commitId.substring(0, 7)
+        version_string += "-g${git_shortsha}"
+    }
+
+    return version_string
+}
+
+//
+// Dump pipeline parameters to a JSON file
+//
+def dumpParametersToJSON(outdir) {
+    def timestamp  = new java.util.Date().format( 'yyyy-MM-dd_HH-mm-ss')
+    def filename   = "params_${timestamp}.json"
+    def temp_pf    = new File(workflow.launchDir.toString(), ".${filename}")
+    def jsonStr    = JsonOutput.toJson(params)
+    temp_pf.text   = JsonOutput.prettyPrint(jsonStr)
+
+    FilesEx.copyTo(temp_pf.toPath(), "${outdir}/pipeline_info/params_${timestamp}.json")
+    temp_pf.delete()
+}
+
+//
+// When running with -profile conda, warn if channels have not been set-up appropriately
+//
+def checkCondaChannels() {
+    Yaml parser = new Yaml()
+    def channels = []
+    try {
+        def config = parser.load("conda config --show channels".execute().text)
+        channels = config.channels
+    } catch(NullPointerException | IOException e) {
+        log.warn "Could not verify conda channel configuration."
+        return
+    }
+
+    // Check that all channels are present
+    // This channel list is ordered by required channel priority.
+    def required_channels_in_order = ['conda-forge', 'bioconda', 'defaults']
+    def channels_missing = ((required_channels_in_order as Set) - (channels as Set)) as Boolean
+
+    // Check that they are in the right order
+    def channel_priority_violation = false
+    def n = required_channels_in_order.size()
+    for (int i = 0; i < n - 1; i++) {
+        channel_priority_violation |= !(channels.indexOf(required_channels_in_order[i]) < channels.indexOf(required_channels_in_order[i+1]))
+    }
+
+    if (channels_missing | channel_priority_violation) {
+        log.warn "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n" +
+            "  There is a problem with your Conda configuration!\n\n" +
+            "  You will need to set-up the conda-forge and bioconda channels correctly.\n" +
+            "  Please refer to https://bioconda.github.io/\n" +
+            "  The observed channel order is \n" +
+            "  ${channels}\n" +
+            "  but the following channel order is required:\n" +
+            "  ${required_channels_in_order}\n" +
+            "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
+    }
+}
diff --git a/subworkflows/nf-core/utils_nextflow_pipeline/meta.yml b/subworkflows/nf-core/utils_nextflow_pipeline/meta.yml
new file mode 100644
index 00000000..e5c3a0a8
--- /dev/null
+++ b/subworkflows/nf-core/utils_nextflow_pipeline/meta.yml
@@ -0,0 +1,38 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "UTILS_NEXTFLOW_PIPELINE"
+description: Subworkflow with functionality that may be useful for any Nextflow pipeline
+keywords:
+  - utility
+  - pipeline
+  - initialise
+  - version
+components: []
+input:
+  - print_version:
+      type: boolean
+      description: |
+        Print the version of the pipeline and exit
+  - dump_parameters:
+      type: boolean
+      description: |
+        Dump the parameters of the pipeline to a JSON file
+  - output_directory:
+      type: directory
+      description: Path to output dir to write JSON file to.
+      pattern: "results/"
+  - check_conda_channel:
+      type: boolean
+      description: |
+        Check if the conda channel priority is correct.
+output:
+  - dummy_emit:
+      type: boolean
+      description: |
+        Dummy emit to make nf-core subworkflows lint happy
+authors:
+  - "@adamrtalbot"
+  - "@drpatelh"
+maintainers:
+  - "@adamrtalbot"
+  - "@drpatelh"
+  - "@maxulysse"
diff --git a/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test b/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test
new file mode 100644
index 00000000..8ed4310c
--- /dev/null
+++ b/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test
@@ -0,0 +1,54 @@
+
+nextflow_function {
+
+    name "Test Functions"
+    script "subworkflows/nf-core/utils_nextflow_pipeline/main.nf"
+    config "subworkflows/nf-core/utils_nextflow_pipeline/tests/nextflow.config"
+    tag 'subworkflows'
+    tag 'utils_nextflow_pipeline'
+    tag 'subworkflows/utils_nextflow_pipeline'
+
+    test("Test Function getWorkflowVersion") {
+
+        function "getWorkflowVersion"
+
+        then {
+            assertAll(
+                { assert function.success },
+                { assert snapshot(function.result).match() }
+            )
+        }
+    }
+
+    test("Test Function dumpParametersToJSON") {
+
+        function "dumpParametersToJSON"
+
+        when {
+            function {
+                """
+                // define inputs of the function here. Example:
+                input[0] = "$outputDir"
+                """.stripIndent()
+            }
+        }
+
+        then {
+            assertAll(
+                { assert function.success }
+            )
+        }
+    }
+
+    test("Test Function checkCondaChannels") {
+
+        function "checkCondaChannels"
+
+        then {
+            assertAll(
+                { assert function.success },
+                { assert snapshot(function.result).match() }
+            )
+        }
+    }
+}
\ No newline at end of file
diff --git a/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test.snap b/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test.snap
new file mode 100644
index 00000000..db2030f8
--- /dev/null
+++ b/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test.snap
@@ -0,0 +1,12 @@
+{
+    "Test Function getWorkflowVersion": {
+        "content": [
+            "v9.9.9"
+        ],
+        "timestamp": "2024-01-19T11:32:36.031083"
+    },
+    "Test Function checkCondaChannels": {
+        "content": null,
+        "timestamp": "2024-01-19T11:32:50.456"
+    }
+}
\ No newline at end of file
diff --git a/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.workflow.nf.test b/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.workflow.nf.test
new file mode 100644
index 00000000..f7c54bc6
--- /dev/null
+++ b/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.workflow.nf.test
@@ -0,0 +1,123 @@
+nextflow_workflow {
+
+    name "Test Workflow UTILS_NEXTFLOW_PIPELINE"
+    script "../main.nf"
+    config "subworkflows/nf-core/utils_nextflow_pipeline/tests/nextflow.config"
+    workflow "UTILS_NEXTFLOW_PIPELINE"
+    tag 'subworkflows'
+    tag 'utils_nextflow_pipeline'
+    tag 'subworkflows/utils_nextflow_pipeline'
+
+    test("Should run no inputs") {
+
+        when {
+            params {
+                outdir = "tests/results"
+            }
+            workflow {
+                """
+                print_version        = false
+                dump_parameters      = false
+                outdir               = null
+                check_conda_channels = false
+
+                input[0] = print_version
+                input[1] = dump_parameters
+                input[2] = outdir
+                input[3] = check_conda_channels
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert workflow.success }
+            )
+        }
+    }
+
+    test("Should print version") {
+
+        when {
+            params {
+                outdir = "tests/results"
+            }
+            workflow {
+                """
+                print_version        = true
+                dump_parameters      = false
+                outdir               = null
+                check_conda_channels = false
+
+                input[0] = print_version
+                input[1] = dump_parameters
+                input[2] = outdir
+                input[3] = check_conda_channels
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert workflow.success },
+                { assert workflow.stdout.contains("nextflow_workflow v9.9.9") }
+            )
+        }
+    }
+
+    test("Should dump params") {
+
+        when {
+            params {
+                outdir = "$outputDir"
+            }
+            workflow {
+                """
+                print_version        = false
+                dump_parameters      = true
+                outdir               = params.outdir
+                check_conda_channels = false
+
+                input[0] = false
+                input[1] = true
+                input[2] = params.outdir
+                input[3] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert workflow.success }
+            )
+        }
+    }
+
+    test("Should not create params JSON if no output directory") {
+
+        when {
+            params {
+                outdir = "$outputDir"
+            }
+            workflow {
+                """
+                print_version        = false
+                dump_parameters      = true
+                outdir               = params.outdir
+                check_conda_channels = false
+
+                input[0] = false
+                input[1] = true
+                input[2] = null
+                input[3] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert workflow.success }
+            )
+        }
+    }
+}
diff --git a/subworkflows/nf-core/utils_nextflow_pipeline/tests/nextflow.config b/subworkflows/nf-core/utils_nextflow_pipeline/tests/nextflow.config
new file mode 100644
index 00000000..53574ffe
--- /dev/null
+++ b/subworkflows/nf-core/utils_nextflow_pipeline/tests/nextflow.config
@@ -0,0 +1,9 @@
+manifest {
+    name            = 'nextflow_workflow'
+    author          = """nf-core"""
+    homePage        = 'https://127.0.0.1'
+    description     = """Dummy pipeline"""
+    nextflowVersion  = '!>=23.04.0'
+    version         = '9.9.9'
+    doi             = 'https://doi.org/10.5281/zenodo.5070524'
+}
\ No newline at end of file
diff --git a/subworkflows/nf-core/utils_nextflow_pipeline/tests/tags.yml b/subworkflows/nf-core/utils_nextflow_pipeline/tests/tags.yml
new file mode 100644
index 00000000..f8476112
--- /dev/null
+++ b/subworkflows/nf-core/utils_nextflow_pipeline/tests/tags.yml
@@ -0,0 +1,2 @@
+subworkflows/utils_nextflow_pipeline:
+  - subworkflows/nf-core/utils_nextflow_pipeline/**
diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/main.nf b/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
new file mode 100644
index 00000000..a8b55d6f
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
@@ -0,0 +1,440 @@
+//
+// Subworkflow with utility functions specific to the nf-core pipeline template
+//
+
+import org.yaml.snakeyaml.Yaml
+import nextflow.extension.FilesEx
+
+/*
+========================================================================================
+    SUBWORKFLOW DEFINITION
+========================================================================================
+*/
+
+workflow UTILS_NFCORE_PIPELINE {
+
+    take:
+    nextflow_cli_args
+
+    main:
+    valid_config = checkConfigProvided()
+    checkProfileProvided(nextflow_cli_args)
+
+    emit:
+    valid_config
+}
+
+/*
+========================================================================================
+    FUNCTIONS
+========================================================================================
+*/
+
+//
+//  Warn if a -profile or Nextflow config has not been provided to run the pipeline
+//
+def checkConfigProvided() {
+    valid_config = true
+    if (workflow.profile == 'standard' && workflow.configFiles.size() <= 1) {
+        log.warn "[$workflow.manifest.name] You are attempting to run the pipeline without any custom configuration!\n\n" +
+            "This will be dependent on your local compute environment but can be achieved via one or more of the following:\n" +
+            "   (1) Using an existing pipeline profile e.g. `-profile docker` or `-profile singularity`\n" +
+            "   (2) Using an existing nf-core/configs for your Institution e.g. `-profile crick` or `-profile uppmax`\n" +
+            "   (3) Using your own local custom config e.g. `-c /path/to/your/custom.config`\n\n" +
+            "Please refer to the quick start section and usage docs for the pipeline.\n "
+        valid_config = false
+    }
+    return valid_config
+}
+
+//
+// Exit pipeline if --profile contains spaces
+//
+def checkProfileProvided(nextflow_cli_args) {
+    if (workflow.profile.endsWith(',')) {
+        error "The `-profile` option cannot end with a trailing comma, please remove it and re-run the pipeline!\n" +
+            "HINT: A common mistake is to provide multiple values separated by spaces e.g. `-profile test, docker`.\n"
+    }
+    if (nextflow_cli_args[0]) {
+        log.warn "nf-core pipelines do not accept positional arguments. The positional argument `${nextflow_cli_args[0]}` has been detected.\n" +
+            "HINT: A common mistake is to provide multiple values separated by spaces e.g. `-profile test, docker`.\n"
+    }
+}
+
+//
+// Citation string for pipeline
+//
+def workflowCitation() {
+    return "If you use ${workflow.manifest.name} for your analysis please cite:\n\n" +
+        "* The pipeline\n" +
+        "  ${workflow.manifest.doi}\n\n" +
+        "* The nf-core framework\n" +
+        "  https://doi.org/10.1038/s41587-020-0439-x\n\n" +
+        "* Software dependencies\n" +
+        "  https://github.com/${workflow.manifest.name}/blob/master/CITATIONS.md"
+}
+
+//
+// Generate workflow version string
+//
+def getWorkflowVersion() {
+    String version_string = ""
+    if (workflow.manifest.version) {
+        def prefix_v = workflow.manifest.version[0] != 'v' ? 'v' : ''
+        version_string += "${prefix_v}${workflow.manifest.version}"
+    }
+
+    if (workflow.commitId) {
+        def git_shortsha = workflow.commitId.substring(0, 7)
+        version_string += "-g${git_shortsha}"
+    }
+
+    return version_string
+}
+
+//
+// Get software versions for pipeline
+//
+def processVersionsFromYAML(yaml_file) {
+    Yaml yaml = new Yaml()
+    versions = yaml.load(yaml_file).collectEntries { k, v -> [ k.tokenize(':')[-1], v ] }
+    return yaml.dumpAsMap(versions).trim()
+}
+
+//
+// Get workflow version for pipeline
+//
+def workflowVersionToYAML() {
+    return """
+    Workflow:
+        $workflow.manifest.name: ${getWorkflowVersion()}
+        Nextflow: $workflow.nextflow.version
+    """.stripIndent().trim()
+}
+
+//
+// Get channel of software versions used in pipeline in YAML format
+//
+def softwareVersionsToYAML(ch_versions) {
+    return ch_versions
+                .unique()
+                .map { processVersionsFromYAML(it) }
+                .unique()
+                .mix(Channel.of(workflowVersionToYAML()))
+}
+
+//
+// Get workflow summary for MultiQC
+//
+def paramsSummaryMultiqc(summary_params) {
+    def summary_section = ''
+    for (group in summary_params.keySet()) {
+        def group_params = summary_params.get(group)  // This gets the parameters of that particular group
+        if (group_params) {
+            summary_section += "    <p style=\"font-size:110%\"><b>$group</b></p>\n"
+            summary_section += "    <dl class=\"dl-horizontal\">\n"
+            for (param in group_params.keySet()) {
+                summary_section += "        <dt>$param</dt><dd><samp>${group_params.get(param) ?: '<span style=\"color:#999999;\">N/A</a>'}</samp></dd>\n"
+            }
+            summary_section += "    </dl>\n"
+        }
+    }
+
+    String yaml_file_text  = "id: '${workflow.manifest.name.replace('/','-')}-summary'\n"
+    yaml_file_text        += "description: ' - this information is collected when the pipeline is started.'\n"
+    yaml_file_text        += "section_name: '${workflow.manifest.name} Workflow Summary'\n"
+    yaml_file_text        += "section_href: 'https://github.com/${workflow.manifest.name}'\n"
+    yaml_file_text        += "plot_type: 'html'\n"
+    yaml_file_text        += "data: |\n"
+    yaml_file_text        += "${summary_section}"
+
+    return yaml_file_text
+}
+
+//
+// nf-core logo
+//
+def nfCoreLogo(monochrome_logs=true) {
+    Map colors = logColours(monochrome_logs)
+    String.format(
+        """\n
+        ${dashedLine(monochrome_logs)}
+                                                ${colors.green},--.${colors.black}/${colors.green},-.${colors.reset}
+        ${colors.blue}        ___     __   __   __   ___     ${colors.green}/,-._.--~\'${colors.reset}
+        ${colors.blue}  |\\ | |__  __ /  ` /  \\ |__) |__         ${colors.yellow}}  {${colors.reset}
+        ${colors.blue}  | \\| |       \\__, \\__/ |  \\ |___     ${colors.green}\\`-._,-`-,${colors.reset}
+                                                ${colors.green}`._,._,\'${colors.reset}
+        ${colors.purple}  ${workflow.manifest.name} ${getWorkflowVersion()}${colors.reset}
+        ${dashedLine(monochrome_logs)}
+        """.stripIndent()
+    )
+}
+
+//
+// Return dashed line
+//
+def dashedLine(monochrome_logs=true) {
+    Map colors = logColours(monochrome_logs)
+    return "-${colors.dim}----------------------------------------------------${colors.reset}-"
+}
+
+//
+// ANSII colours used for terminal logging
+//
+def logColours(monochrome_logs=true) {
+    Map colorcodes = [:]
+
+    // Reset / Meta
+    colorcodes['reset']      = monochrome_logs ? '' : "\033[0m"
+    colorcodes['bold']       = monochrome_logs ? '' : "\033[1m"
+    colorcodes['dim']        = monochrome_logs ? '' : "\033[2m"
+    colorcodes['underlined'] = monochrome_logs ? '' : "\033[4m"
+    colorcodes['blink']      = monochrome_logs ? '' : "\033[5m"
+    colorcodes['reverse']    = monochrome_logs ? '' : "\033[7m"
+    colorcodes['hidden']     = monochrome_logs ? '' : "\033[8m"
+
+    // Regular Colors
+    colorcodes['black']      = monochrome_logs ? '' : "\033[0;30m"
+    colorcodes['red']        = monochrome_logs ? '' : "\033[0;31m"
+    colorcodes['green']      = monochrome_logs ? '' : "\033[0;32m"
+    colorcodes['yellow']     = monochrome_logs ? '' : "\033[0;33m"
+    colorcodes['blue']       = monochrome_logs ? '' : "\033[0;34m"
+    colorcodes['purple']     = monochrome_logs ? '' : "\033[0;35m"
+    colorcodes['cyan']       = monochrome_logs ? '' : "\033[0;36m"
+    colorcodes['white']      = monochrome_logs ? '' : "\033[0;37m"
+
+    // Bold
+    colorcodes['bblack']     = monochrome_logs ? '' : "\033[1;30m"
+    colorcodes['bred']       = monochrome_logs ? '' : "\033[1;31m"
+    colorcodes['bgreen']     = monochrome_logs ? '' : "\033[1;32m"
+    colorcodes['byellow']    = monochrome_logs ? '' : "\033[1;33m"
+    colorcodes['bblue']      = monochrome_logs ? '' : "\033[1;34m"
+    colorcodes['bpurple']    = monochrome_logs ? '' : "\033[1;35m"
+    colorcodes['bcyan']      = monochrome_logs ? '' : "\033[1;36m"
+    colorcodes['bwhite']     = monochrome_logs ? '' : "\033[1;37m"
+
+    // Underline
+    colorcodes['ublack']     = monochrome_logs ? '' : "\033[4;30m"
+    colorcodes['ured']       = monochrome_logs ? '' : "\033[4;31m"
+    colorcodes['ugreen']     = monochrome_logs ? '' : "\033[4;32m"
+    colorcodes['uyellow']    = monochrome_logs ? '' : "\033[4;33m"
+    colorcodes['ublue']      = monochrome_logs ? '' : "\033[4;34m"
+    colorcodes['upurple']    = monochrome_logs ? '' : "\033[4;35m"
+    colorcodes['ucyan']      = monochrome_logs ? '' : "\033[4;36m"
+    colorcodes['uwhite']     = monochrome_logs ? '' : "\033[4;37m"
+
+    // High Intensity
+    colorcodes['iblack']     = monochrome_logs ? '' : "\033[0;90m"
+    colorcodes['ired']       = monochrome_logs ? '' : "\033[0;91m"
+    colorcodes['igreen']     = monochrome_logs ? '' : "\033[0;92m"
+    colorcodes['iyellow']    = monochrome_logs ? '' : "\033[0;93m"
+    colorcodes['iblue']      = monochrome_logs ? '' : "\033[0;94m"
+    colorcodes['ipurple']    = monochrome_logs ? '' : "\033[0;95m"
+    colorcodes['icyan']      = monochrome_logs ? '' : "\033[0;96m"
+    colorcodes['iwhite']     = monochrome_logs ? '' : "\033[0;97m"
+
+    // Bold High Intensity
+    colorcodes['biblack']    = monochrome_logs ? '' : "\033[1;90m"
+    colorcodes['bired']      = monochrome_logs ? '' : "\033[1;91m"
+    colorcodes['bigreen']    = monochrome_logs ? '' : "\033[1;92m"
+    colorcodes['biyellow']   = monochrome_logs ? '' : "\033[1;93m"
+    colorcodes['biblue']     = monochrome_logs ? '' : "\033[1;94m"
+    colorcodes['bipurple']   = monochrome_logs ? '' : "\033[1;95m"
+    colorcodes['bicyan']     = monochrome_logs ? '' : "\033[1;96m"
+    colorcodes['biwhite']    = monochrome_logs ? '' : "\033[1;97m"
+
+    return colorcodes
+}
+
+//
+// Attach the multiqc report to email
+//
+def attachMultiqcReport(multiqc_report) {
+    def mqc_report = null
+    try {
+        if (workflow.success) {
+            mqc_report = multiqc_report.getVal()
+            if (mqc_report.getClass() == ArrayList && mqc_report.size() >= 1) {
+                if (mqc_report.size() > 1) {
+                    log.warn "[$workflow.manifest.name] Found multiple reports from process 'MULTIQC', will use only one"
+                }
+                mqc_report = mqc_report[0]
+            }
+        }
+    } catch (all) {
+        if (multiqc_report) {
+            log.warn "[$workflow.manifest.name] Could not attach MultiQC report to summary email"
+        }
+    }
+    return mqc_report
+}
+
+//
+// Construct and send completion email
+//
+def completionEmail(summary_params, email, email_on_fail, plaintext_email, outdir, monochrome_logs=true, multiqc_report=null) {
+
+    // Set up the e-mail variables
+    def subject = "[$workflow.manifest.name] Successful: $workflow.runName"
+    if (!workflow.success) {
+        subject = "[$workflow.manifest.name] FAILED: $workflow.runName"
+    }
+
+    def summary = [:]
+    for (group in summary_params.keySet()) {
+        summary << summary_params[group]
+    }
+
+    def misc_fields = [:]
+    misc_fields['Date Started']              = workflow.start
+    misc_fields['Date Completed']            = workflow.complete
+    misc_fields['Pipeline script file path'] = workflow.scriptFile
+    misc_fields['Pipeline script hash ID']   = workflow.scriptId
+    if (workflow.repository) misc_fields['Pipeline repository Git URL']    = workflow.repository
+    if (workflow.commitId)   misc_fields['Pipeline repository Git Commit'] = workflow.commitId
+    if (workflow.revision)   misc_fields['Pipeline Git branch/tag']        = workflow.revision
+    misc_fields['Nextflow Version']           = workflow.nextflow.version
+    misc_fields['Nextflow Build']             = workflow.nextflow.build
+    misc_fields['Nextflow Compile Timestamp'] = workflow.nextflow.timestamp
+
+    def email_fields = [:]
+    email_fields['version']      = getWorkflowVersion()
+    email_fields['runName']      = workflow.runName
+    email_fields['success']      = workflow.success
+    email_fields['dateComplete'] = workflow.complete
+    email_fields['duration']     = workflow.duration
+    email_fields['exitStatus']   = workflow.exitStatus
+    email_fields['errorMessage'] = (workflow.errorMessage ?: 'None')
+    email_fields['errorReport']  = (workflow.errorReport ?: 'None')
+    email_fields['commandLine']  = workflow.commandLine
+    email_fields['projectDir']   = workflow.projectDir
+    email_fields['summary']      = summary << misc_fields
+
+    // On success try attach the multiqc report
+    def mqc_report = attachMultiqcReport(multiqc_report)
+
+    // Check if we are only sending emails on failure
+    def email_address = email
+    if (!email && email_on_fail && !workflow.success) {
+        email_address = email_on_fail
+    }
+
+    // Render the TXT template
+    def engine       = new groovy.text.GStringTemplateEngine()
+    def tf           = new File("${workflow.projectDir}/assets/email_template.txt")
+    def txt_template = engine.createTemplate(tf).make(email_fields)
+    def email_txt    = txt_template.toString()
+
+    // Render the HTML template
+    def hf            = new File("${workflow.projectDir}/assets/email_template.html")
+    def html_template = engine.createTemplate(hf).make(email_fields)
+    def email_html    = html_template.toString()
+
+    // Render the sendmail template
+    def max_multiqc_email_size = (params.containsKey('max_multiqc_email_size') ? params.max_multiqc_email_size : 0) as nextflow.util.MemoryUnit
+    def smail_fields           = [ email: email_address, subject: subject, email_txt: email_txt, email_html: email_html, projectDir: "${workflow.projectDir}", mqcFile: mqc_report, mqcMaxSize: max_multiqc_email_size.toBytes() ]
+    def sf                     = new File("${workflow.projectDir}/assets/sendmail_template.txt")
+    def sendmail_template      = engine.createTemplate(sf).make(smail_fields)
+    def sendmail_html          = sendmail_template.toString()
+
+    // Send the HTML e-mail
+    Map colors = logColours(monochrome_logs)
+    if (email_address) {
+        try {
+            if (plaintext_email) { throw GroovyException('Send plaintext e-mail, not HTML') }
+            // Try to send HTML e-mail using sendmail
+            def sendmail_tf = new File(workflow.launchDir.toString(), ".sendmail_tmp.html")
+            sendmail_tf.withWriter { w -> w << sendmail_html }
+            [ 'sendmail', '-t' ].execute() << sendmail_html
+            log.info "-${colors.purple}[$workflow.manifest.name]${colors.green} Sent summary e-mail to $email_address (sendmail)-"
+        } catch (all) {
+            // Catch failures and try with plaintext
+            def mail_cmd = [ 'mail', '-s', subject, '--content-type=text/html', email_address ]
+            mail_cmd.execute() << email_html
+            log.info "-${colors.purple}[$workflow.manifest.name]${colors.green} Sent summary e-mail to $email_address (mail)-"
+        }
+    }
+
+    // Write summary e-mail HTML to a file
+    def output_hf = new File(workflow.launchDir.toString(), ".pipeline_report.html")
+    output_hf.withWriter { w -> w << email_html }
+    FilesEx.copyTo(output_hf.toPath(), "${outdir}/pipeline_info/pipeline_report.html");
+    output_hf.delete()
+
+    // Write summary e-mail TXT to a file
+    def output_tf = new File(workflow.launchDir.toString(), ".pipeline_report.txt")
+    output_tf.withWriter { w -> w << email_txt }
+    FilesEx.copyTo(output_tf.toPath(), "${outdir}/pipeline_info/pipeline_report.txt");
+    output_tf.delete()
+}
+
+//
+// Print pipeline summary on completion
+//
+def completionSummary(monochrome_logs=true) {
+    Map colors = logColours(monochrome_logs)
+    if (workflow.success) {
+        if (workflow.stats.ignoredCount == 0) {
+            log.info "-${colors.purple}[$workflow.manifest.name]${colors.green} Pipeline completed successfully${colors.reset}-"
+        } else {
+            log.info "-${colors.purple}[$workflow.manifest.name]${colors.yellow} Pipeline completed successfully, but with errored process(es) ${colors.reset}-"
+        }
+    } else {
+        log.info "-${colors.purple}[$workflow.manifest.name]${colors.red} Pipeline completed with errors${colors.reset}-"
+    }
+}
+
+//
+// Construct and send a notification to a web server as JSON e.g. Microsoft Teams and Slack
+//
+def imNotification(summary_params, hook_url) {
+    def summary = [:]
+    for (group in summary_params.keySet()) {
+        summary << summary_params[group]
+    }
+
+    def misc_fields = [:]
+    misc_fields['start']                                = workflow.start
+    misc_fields['complete']                             = workflow.complete
+    misc_fields['scriptfile']                           = workflow.scriptFile
+    misc_fields['scriptid']                             = workflow.scriptId
+    if (workflow.repository) misc_fields['repository']  = workflow.repository
+    if (workflow.commitId)   misc_fields['commitid']    = workflow.commitId
+    if (workflow.revision)   misc_fields['revision']    = workflow.revision
+    misc_fields['nxf_version']                          = workflow.nextflow.version
+    misc_fields['nxf_build']                            = workflow.nextflow.build
+    misc_fields['nxf_timestamp']                        = workflow.nextflow.timestamp
+
+    def msg_fields = [:]
+    msg_fields['version']      = getWorkflowVersion()
+    msg_fields['runName']      = workflow.runName
+    msg_fields['success']      = workflow.success
+    msg_fields['dateComplete'] = workflow.complete
+    msg_fields['duration']     = workflow.duration
+    msg_fields['exitStatus']   = workflow.exitStatus
+    msg_fields['errorMessage'] = (workflow.errorMessage ?: 'None')
+    msg_fields['errorReport']  = (workflow.errorReport ?: 'None')
+    msg_fields['commandLine']  = workflow.commandLine.replaceFirst(/ +--hook_url +[^ ]+/, "")
+    msg_fields['projectDir']   = workflow.projectDir
+    msg_fields['summary']      = summary << misc_fields
+
+    // Render the JSON template
+    def engine       = new groovy.text.GStringTemplateEngine()
+    // Different JSON depending on the service provider
+    // Defaults to "Adaptive Cards" (https://adaptivecards.io), except Slack which has its own format
+    def json_path     = hook_url.contains("hooks.slack.com") ? "slackreport.json" : "adaptivecard.json"
+    def hf            = new File("${workflow.projectDir}/assets/${json_path}")
+    def json_template = engine.createTemplate(hf).make(msg_fields)
+    def json_message  = json_template.toString()
+
+    // POST
+    def post = new URL(hook_url).openConnection();
+    post.setRequestMethod("POST")
+    post.setDoOutput(true)
+    post.setRequestProperty("Content-Type", "application/json")
+    post.getOutputStream().write(json_message.getBytes("UTF-8"));
+    def postRC = post.getResponseCode();
+    if (! postRC.equals(200)) {
+        log.warn(post.getErrorStream().getText());
+    }
+}
diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/meta.yml b/subworkflows/nf-core/utils_nfcore_pipeline/meta.yml
new file mode 100644
index 00000000..d08d2434
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/meta.yml
@@ -0,0 +1,24 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "UTILS_NFCORE_PIPELINE"
+description: Subworkflow with utility functions specific to the nf-core pipeline template
+keywords:
+  - utility
+  - pipeline
+  - initialise
+  - version
+components: []
+input:
+  - nextflow_cli_args:
+      type: list
+      description: |
+        Nextflow CLI positional arguments
+output:
+  - success:
+      type: boolean
+      description: |
+        Dummy output to indicate success
+authors:
+  - "@adamrtalbot"
+maintainers:
+  - "@adamrtalbot"
+  - "@maxulysse"
diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test
new file mode 100644
index 00000000..1dc317f8
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test
@@ -0,0 +1,134 @@
+
+nextflow_function {
+
+    name "Test Functions"
+    script "../main.nf"
+    config "subworkflows/nf-core/utils_nfcore_pipeline/tests/nextflow.config"
+    tag "subworkflows"
+    tag "subworkflows_nfcore"
+    tag "utils_nfcore_pipeline"
+    tag "subworkflows/utils_nfcore_pipeline"
+
+    test("Test Function checkConfigProvided") {
+
+        function "checkConfigProvided"
+
+        then {
+            assertAll(
+                { assert function.success },
+                { assert snapshot(function.result).match() }
+            )
+        }
+    }
+
+    test("Test Function checkProfileProvided") {
+
+        function "checkProfileProvided"
+
+        when {
+            function {
+                """
+                input[0] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert function.success },
+                { assert snapshot(function.result).match() }
+            )
+        }
+    }
+
+    test("Test Function workflowCitation") {
+
+        function "workflowCitation"
+
+        then {
+            assertAll(
+                { assert function.success },
+                { assert snapshot(function.result).match() }
+            )
+        }
+    }
+
+    test("Test Function nfCoreLogo") {
+
+        function "nfCoreLogo"
+
+        when {
+            function {
+                """
+                input[0] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert function.success },
+                { assert snapshot(function.result).match() }
+            )
+        }
+    }
+
+    test("Test Function dashedLine") {
+
+        function "dashedLine"
+
+        when {
+            function {
+                """
+                input[0] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert function.success },
+                { assert snapshot(function.result).match() }
+            )
+        }
+    }
+
+    test("Test Function without logColours") {
+
+        function "logColours"
+
+        when {
+            function {
+                """
+                input[0] = true
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert function.success },
+                { assert snapshot(function.result).match() }
+            )
+        }
+    }
+
+    test("Test Function with logColours") {
+        function "logColours"
+
+        when {
+            function {
+                """
+                input[0] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert function.success },
+                { assert snapshot(function.result).match() }
+            )
+        }
+    }
+}
diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test.snap b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test.snap
new file mode 100644
index 00000000..10f948e6
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test.snap
@@ -0,0 +1,138 @@
+{
+    "Test Function checkProfileProvided": {
+        "content": null,
+        "timestamp": "2024-02-09T15:43:55.145717"
+    },
+    "Test Function checkConfigProvided": {
+        "content": [
+            true
+        ],
+        "timestamp": "2024-01-19T11:34:13.548431224"
+    },
+    "Test Function nfCoreLogo": {
+        "content": [
+            "\n\n-\u001b[2m----------------------------------------------------\u001b[0m-\n                                        \u001b[0;32m,--.\u001b[0;30m/\u001b[0;32m,-.\u001b[0m\n\u001b[0;34m        ___     __   __   __   ___     \u001b[0;32m/,-._.--~'\u001b[0m\n\u001b[0;34m  |\\ | |__  __ /  ` /  \\ |__) |__         \u001b[0;33m}  {\u001b[0m\n\u001b[0;34m  | \\| |       \\__, \\__/ |  \\ |___     \u001b[0;32m\\`-._,-`-,\u001b[0m\n                                        \u001b[0;32m`._,._,'\u001b[0m\n\u001b[0;35m  nextflow_workflow v9.9.9\u001b[0m\n-\u001b[2m----------------------------------------------------\u001b[0m-\n"
+        ],
+        "timestamp": "2024-01-19T11:34:38.840454873"
+    },
+    "Test Function workflowCitation": {
+        "content": [
+            "If you use nextflow_workflow for your analysis please cite:\n\n* The pipeline\n  https://doi.org/10.5281/zenodo.5070524\n\n* The nf-core framework\n  https://doi.org/10.1038/s41587-020-0439-x\n\n* Software dependencies\n  https://github.com/nextflow_workflow/blob/master/CITATIONS.md"
+        ],
+        "timestamp": "2024-01-19T11:34:22.24352016"
+    },
+    "Test Function without logColours": {
+        "content": [
+            {
+                "reset": "",
+                "bold": "",
+                "dim": "",
+                "underlined": "",
+                "blink": "",
+                "reverse": "",
+                "hidden": "",
+                "black": "",
+                "red": "",
+                "green": "",
+                "yellow": "",
+                "blue": "",
+                "purple": "",
+                "cyan": "",
+                "white": "",
+                "bblack": "",
+                "bred": "",
+                "bgreen": "",
+                "byellow": "",
+                "bblue": "",
+                "bpurple": "",
+                "bcyan": "",
+                "bwhite": "",
+                "ublack": "",
+                "ured": "",
+                "ugreen": "",
+                "uyellow": "",
+                "ublue": "",
+                "upurple": "",
+                "ucyan": "",
+                "uwhite": "",
+                "iblack": "",
+                "ired": "",
+                "igreen": "",
+                "iyellow": "",
+                "iblue": "",
+                "ipurple": "",
+                "icyan": "",
+                "iwhite": "",
+                "biblack": "",
+                "bired": "",
+                "bigreen": "",
+                "biyellow": "",
+                "biblue": "",
+                "bipurple": "",
+                "bicyan": "",
+                "biwhite": ""
+            }
+        ],
+        "timestamp": "2024-01-19T11:35:04.418416984"
+    },
+    "Test Function dashedLine": {
+        "content": [
+            "-\u001b[2m----------------------------------------------------\u001b[0m-"
+        ],
+        "timestamp": "2024-01-19T11:34:55.420000755"
+    },
+    "Test Function with logColours": {
+        "content": [
+            {
+                "reset": "\u001b[0m",
+                "bold": "\u001b[1m",
+                "dim": "\u001b[2m",
+                "underlined": "\u001b[4m",
+                "blink": "\u001b[5m",
+                "reverse": "\u001b[7m",
+                "hidden": "\u001b[8m",
+                "black": "\u001b[0;30m",
+                "red": "\u001b[0;31m",
+                "green": "\u001b[0;32m",
+                "yellow": "\u001b[0;33m",
+                "blue": "\u001b[0;34m",
+                "purple": "\u001b[0;35m",
+                "cyan": "\u001b[0;36m",
+                "white": "\u001b[0;37m",
+                "bblack": "\u001b[1;30m",
+                "bred": "\u001b[1;31m",
+                "bgreen": "\u001b[1;32m",
+                "byellow": "\u001b[1;33m",
+                "bblue": "\u001b[1;34m",
+                "bpurple": "\u001b[1;35m",
+                "bcyan": "\u001b[1;36m",
+                "bwhite": "\u001b[1;37m",
+                "ublack": "\u001b[4;30m",
+                "ured": "\u001b[4;31m",
+                "ugreen": "\u001b[4;32m",
+                "uyellow": "\u001b[4;33m",
+                "ublue": "\u001b[4;34m",
+                "upurple": "\u001b[4;35m",
+                "ucyan": "\u001b[4;36m",
+                "uwhite": "\u001b[4;37m",
+                "iblack": "\u001b[0;90m",
+                "ired": "\u001b[0;91m",
+                "igreen": "\u001b[0;92m",
+                "iyellow": "\u001b[0;93m",
+                "iblue": "\u001b[0;94m",
+                "ipurple": "\u001b[0;95m",
+                "icyan": "\u001b[0;96m",
+                "iwhite": "\u001b[0;97m",
+                "biblack": "\u001b[1;90m",
+                "bired": "\u001b[1;91m",
+                "bigreen": "\u001b[1;92m",
+                "biyellow": "\u001b[1;93m",
+                "biblue": "\u001b[1;94m",
+                "bipurple": "\u001b[1;95m",
+                "bicyan": "\u001b[1;96m",
+                "biwhite": "\u001b[1;97m"
+            }
+        ],
+        "timestamp": "2024-01-19T11:35:13.436366565"
+    }
+}
\ No newline at end of file
diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.workflow.nf.test b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.workflow.nf.test
new file mode 100644
index 00000000..8940d32d
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.workflow.nf.test
@@ -0,0 +1,29 @@
+nextflow_workflow {
+
+    name "Test Workflow UTILS_NFCORE_PIPELINE"
+    script "../main.nf"
+    config "subworkflows/nf-core/utils_nfcore_pipeline/tests/nextflow.config"
+    workflow "UTILS_NFCORE_PIPELINE"
+    tag "subworkflows"
+    tag "subworkflows_nfcore"
+    tag "utils_nfcore_pipeline"
+    tag "subworkflows/utils_nfcore_pipeline"
+
+    test("Should run without failures") {
+
+        when {
+            workflow {
+                """
+                input[0] = []
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert workflow.success },
+                { assert snapshot(workflow.out).match() }
+            )
+        }
+    }
+}
diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.workflow.nf.test.snap b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.workflow.nf.test.snap
new file mode 100644
index 00000000..d07ce54c
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.workflow.nf.test.snap
@@ -0,0 +1,15 @@
+{
+    "Should run without failures": {
+        "content": [
+            {
+                "0": [
+                    true
+                ],
+                "valid_config": [
+                    true
+                ]
+            }
+        ],
+        "timestamp": "2024-01-19T11:35:22.538940073"
+    }
+}
\ No newline at end of file
diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/tests/nextflow.config b/subworkflows/nf-core/utils_nfcore_pipeline/tests/nextflow.config
new file mode 100644
index 00000000..d0a926bf
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/tests/nextflow.config
@@ -0,0 +1,9 @@
+manifest {
+    name            = 'nextflow_workflow'
+    author          = """nf-core"""
+    homePage        = 'https://127.0.0.1'
+    description     = """Dummy pipeline"""
+    nextflowVersion  = '!>=23.04.0'
+    version         = '9.9.9'
+    doi             = 'https://doi.org/10.5281/zenodo.5070524'
+}
diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/tests/tags.yml b/subworkflows/nf-core/utils_nfcore_pipeline/tests/tags.yml
new file mode 100644
index 00000000..ac8523c9
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/tests/tags.yml
@@ -0,0 +1,2 @@
+subworkflows/utils_nfcore_pipeline:
+  - subworkflows/nf-core/utils_nfcore_pipeline/**
diff --git a/subworkflows/nf-core/utils_nfvalidation_plugin/main.nf b/subworkflows/nf-core/utils_nfvalidation_plugin/main.nf
new file mode 100644
index 00000000..2585b65d
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfvalidation_plugin/main.nf
@@ -0,0 +1,62 @@
+//
+// Subworkflow that uses the nf-validation plugin to render help text and parameter summary
+//
+
+/*
+========================================================================================
+    IMPORT NF-VALIDATION PLUGIN
+========================================================================================
+*/
+
+include { paramsHelp         } from 'plugin/nf-validation'
+include { paramsSummaryLog   } from 'plugin/nf-validation'
+include { validateParameters } from 'plugin/nf-validation'
+
+/*
+========================================================================================
+    SUBWORKFLOW DEFINITION
+========================================================================================
+*/
+
+workflow UTILS_NFVALIDATION_PLUGIN {
+
+    take:
+    print_help       // boolean: print help
+    workflow_command //  string: default commmand used to run pipeline
+    pre_help_text    //  string: string to be printed before help text and summary log
+    post_help_text   //  string: string to be printed after help text and summary log
+    validate_params  // boolean: validate parameters
+    schema_filename  //    path: JSON schema file, null to use default value
+
+    main:
+
+    log.debug "Using schema file: ${schema_filename}"
+
+    // Default values for strings
+    pre_help_text    = pre_help_text    ?: ''
+    post_help_text   = post_help_text   ?: ''
+    workflow_command = workflow_command ?: ''
+
+    //
+    // Print help message if needed
+    //
+    if (print_help) {
+        log.info pre_help_text + paramsHelp(workflow_command, parameters_schema: schema_filename) + post_help_text
+        System.exit(0)
+    }
+
+    //
+    // Print parameter summary to stdout
+    //
+    log.info pre_help_text + paramsSummaryLog(workflow, parameters_schema: schema_filename) + post_help_text
+
+    //
+    // Validate parameters relative to the parameter JSON schema
+    //
+    if (validate_params){
+        validateParameters(parameters_schema: schema_filename)
+    }
+
+    emit:
+    dummy_emit = true
+}
diff --git a/subworkflows/nf-core/utils_nfvalidation_plugin/meta.yml b/subworkflows/nf-core/utils_nfvalidation_plugin/meta.yml
new file mode 100644
index 00000000..3d4a6b04
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfvalidation_plugin/meta.yml
@@ -0,0 +1,44 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/subworkflows/yaml-schema.json
+name: "UTILS_NFVALIDATION_PLUGIN"
+description: Use nf-validation to initiate and validate a pipeline
+keywords:
+  - utility
+  - pipeline
+  - initialise
+  - validation
+components: []
+input:
+  - print_help:
+      type: boolean
+      description: |
+        Print help message and exit
+  - workflow_command:
+      type: string
+      description: |
+        The command to run the workflow e.g. "nextflow run main.nf"
+  - pre_help_text:
+      type: string
+      description: |
+        Text to print before the help message
+  - post_help_text:
+      type: string
+      description: |
+        Text to print after the help message
+  - validate_params:
+      type: boolean
+      description: |
+        Validate the parameters and error if invalid.
+  - schema_filename:
+      type: string
+      description: |
+        The filename of the schema to validate against.
+output:
+  - dummy_emit:
+      type: boolean
+      description: |
+        Dummy emit to make nf-core subworkflows lint happy
+authors:
+  - "@adamrtalbot"
+maintainers:
+  - "@adamrtalbot"
+  - "@maxulysse"
diff --git a/subworkflows/nf-core/utils_nfvalidation_plugin/tests/main.nf.test b/subworkflows/nf-core/utils_nfvalidation_plugin/tests/main.nf.test
new file mode 100644
index 00000000..517ee54e
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfvalidation_plugin/tests/main.nf.test
@@ -0,0 +1,200 @@
+nextflow_workflow {
+
+    name "Test Workflow UTILS_NFVALIDATION_PLUGIN"
+    script "../main.nf"
+    workflow "UTILS_NFVALIDATION_PLUGIN"
+    tag "subworkflows"
+    tag "subworkflows_nfcore"
+    tag "plugin/nf-validation"
+    tag "'plugin/nf-validation'"
+    tag "utils_nfvalidation_plugin"
+    tag "subworkflows/utils_nfvalidation_plugin"
+
+    test("Should run nothing") {
+
+        when {
+
+            params {
+                monochrome_logs = true
+                test_data       = ''
+            }
+
+            workflow {
+                """
+                help             = false
+                workflow_command = null
+                pre_help_text    = null
+                post_help_text   = null
+                validate_params  = false
+                schema_filename  = "$moduleTestDir/nextflow_schema.json"
+
+                input[0] = help
+                input[1] = workflow_command
+                input[2] = pre_help_text
+                input[3] = post_help_text
+                input[4] = validate_params
+                input[5] = schema_filename
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert workflow.success }
+            )
+        }
+    }
+
+    test("Should run help") {
+
+
+        when {
+
+            params {
+                monochrome_logs = true
+                test_data       = ''
+            }
+            workflow {
+                """
+                help             = true
+                workflow_command = null
+                pre_help_text    = null
+                post_help_text   = null
+                validate_params  = false
+                schema_filename  = "$moduleTestDir/nextflow_schema.json"
+
+                input[0] = help
+                input[1] = workflow_command
+                input[2] = pre_help_text
+                input[3] = post_help_text
+                input[4] = validate_params
+                input[5] = schema_filename
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert workflow.success },
+                { assert workflow.exitStatus == 0 },
+                { assert workflow.stdout.any { it.contains('Input/output options') } },
+                { assert workflow.stdout.any { it.contains('--outdir') } }
+            )
+        }
+    }
+
+    test("Should run help with command") {
+
+        when {
+
+            params {
+                monochrome_logs = true
+                test_data       = ''
+            }
+            workflow {
+                """
+                help             = true
+                workflow_command = "nextflow run noorg/doesntexist"
+                pre_help_text    = null
+                post_help_text   = null
+                validate_params  = false
+                schema_filename  = "$moduleTestDir/nextflow_schema.json"
+
+                input[0] = help
+                input[1] = workflow_command
+                input[2] = pre_help_text
+                input[3] = post_help_text
+                input[4] = validate_params
+                input[5] = schema_filename
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert workflow.success },
+                { assert workflow.exitStatus == 0 },
+                { assert workflow.stdout.any { it.contains('nextflow run noorg/doesntexist') } },
+                { assert workflow.stdout.any { it.contains('Input/output options') } },
+                { assert workflow.stdout.any { it.contains('--outdir') } }
+            )
+        }
+    }
+
+    test("Should run help with extra text") {
+
+
+        when {
+
+            params {
+                monochrome_logs = true
+                test_data       = ''
+            }
+            workflow {
+                """
+                help             = true
+                workflow_command = "nextflow run noorg/doesntexist"
+                pre_help_text    = "pre-help-text"
+                post_help_text   = "post-help-text"
+                validate_params  = false
+                schema_filename  = "$moduleTestDir/nextflow_schema.json"
+
+                input[0] = help
+                input[1] = workflow_command
+                input[2] = pre_help_text
+                input[3] = post_help_text
+                input[4] = validate_params
+                input[5] = schema_filename
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert workflow.success },
+                { assert workflow.exitStatus == 0 },
+                { assert workflow.stdout.any { it.contains('pre-help-text') } },
+                { assert workflow.stdout.any { it.contains('nextflow run noorg/doesntexist') } },
+                { assert workflow.stdout.any { it.contains('Input/output options') } },
+                { assert workflow.stdout.any { it.contains('--outdir') } },
+                { assert workflow.stdout.any { it.contains('post-help-text') } }
+            )
+        }
+    }
+
+    test("Should validate params") {
+
+        when {
+
+            params {
+                monochrome_logs = true
+                test_data       = ''
+                outdir          = 1
+            }
+            workflow {
+                """
+                help             = false
+                workflow_command = null
+                pre_help_text    = null
+                post_help_text   = null
+                validate_params  = true
+                schema_filename  = "$moduleTestDir/nextflow_schema.json"
+
+                input[0] = help
+                input[1] = workflow_command
+                input[2] = pre_help_text
+                input[3] = post_help_text
+                input[4] = validate_params
+                input[5] = schema_filename
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert workflow.failed },
+                { assert workflow.stdout.any { it.contains('ERROR ~ ERROR: Validation of pipeline parameters failed!') } }
+            )
+        }
+    }
+}
\ No newline at end of file
diff --git a/subworkflows/nf-core/utils_nfvalidation_plugin/tests/nextflow_schema.json b/subworkflows/nf-core/utils_nfvalidation_plugin/tests/nextflow_schema.json
new file mode 100644
index 00000000..7626c1c9
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfvalidation_plugin/tests/nextflow_schema.json
@@ -0,0 +1,96 @@
+{
+    "$schema": "http://json-schema.org/draft-07/schema",
+    "$id": "https://raw.githubusercontent.com/./master/nextflow_schema.json",
+    "title": ". pipeline parameters",
+    "description": "",
+    "type": "object",
+    "definitions": {
+        "input_output_options": {
+            "title": "Input/output options",
+            "type": "object",
+            "fa_icon": "fas fa-terminal",
+            "description": "Define where the pipeline should find input data and save output data.",
+            "required": ["outdir"],
+            "properties": {
+                "validate_params": {
+                    "type": "boolean",
+                    "description": "Validate parameters?",
+                    "default": true,
+                    "hidden": true
+                },
+                "outdir": {
+                    "type": "string",
+                    "format": "directory-path",
+                    "description": "The output directory where the results will be saved. You have to use absolute paths to storage on Cloud infrastructure.",
+                    "fa_icon": "fas fa-folder-open"
+                },
+                "test_data_base": {
+                    "type": "string",
+                    "default": "https://raw.githubusercontent.com/nf-core/test-datasets/modules",
+                    "description": "Base for test data directory",
+                    "hidden": true
+                },
+                "test_data": {
+                    "type": "string",
+                    "description": "Fake test data param",
+                    "hidden": true
+                }
+            }
+        },
+        "generic_options": {
+            "title": "Generic options",
+            "type": "object",
+            "fa_icon": "fas fa-file-import",
+            "description": "Less common options for the pipeline, typically set in a config file.",
+            "help_text": "These options are common to all nf-core pipelines and allow you to customise some of the core preferences for how the pipeline runs.\n\nTypically these options would be set in a Nextflow config file loaded for all pipeline runs, such as `~/.nextflow/config`.",
+            "properties": {
+                "help": {
+                    "type": "boolean",
+                    "description": "Display help text.",
+                    "fa_icon": "fas fa-question-circle",
+                    "hidden": true
+                },
+                "version": {
+                    "type": "boolean",
+                    "description": "Display version and exit.",
+                    "fa_icon": "fas fa-question-circle",
+                    "hidden": true
+                },
+                "logo": {
+                    "type": "boolean",
+                    "default": true,
+                    "description": "Display nf-core logo in console output.",
+                    "fa_icon": "fas fa-image",
+                    "hidden": true
+                },
+                "singularity_pull_docker_container": {
+                    "type": "boolean",
+                    "description": "Pull Singularity container from Docker?",
+                    "hidden": true
+                },
+                "publish_dir_mode": {
+                    "type": "string",
+                    "default": "copy",
+                    "description": "Method used to save pipeline results to output directory.",
+                    "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
+                    "fa_icon": "fas fa-copy",
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "hidden": true
+                },
+                "monochrome_logs": {
+                    "type": "boolean",
+                    "description": "Use monochrome_logs",
+                    "hidden": true
+                }
+            }
+        }
+    },
+    "allOf": [
+        {
+            "$ref": "#/definitions/input_output_options"
+        },
+        {
+            "$ref": "#/definitions/generic_options"
+        }
+    ]
+}
diff --git a/subworkflows/nf-core/utils_nfvalidation_plugin/tests/tags.yml b/subworkflows/nf-core/utils_nfvalidation_plugin/tests/tags.yml
new file mode 100644
index 00000000..60b1cfff
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfvalidation_plugin/tests/tags.yml
@@ -0,0 +1,2 @@
+subworkflows/utils_nfvalidation_plugin:
+  - subworkflows/nf-core/utils_nfvalidation_plugin/**
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index fd97cb1b..7943efea 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -1,54 +1,15 @@
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    PRINT PARAMS SUMMARY
+    IMPORT MODULES / SUBWORKFLOWS / FUNCTIONS
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 */
 
-include { paramsSummaryLog; paramsSummaryMap } from 'plugin/nf-validation'
-
-def logo = NfcoreTemplate.logo(workflow, params.monochrome_logs)
-def citation = '\n' + WorkflowMain.citation(workflow) + '\n'
-def summary_params = paramsSummaryMap(workflow)
-
-// Print parameter summary log to screen
-log.info logo + paramsSummaryLog(workflow) + citation
-
-WorkflowQuantms.initialise(params, log)
-
-/*
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    CONFIG FILES
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-*/
-
-ch_multiqc_config          = Channel.fromPath("$projectDir/assets/multiqc_config.yml", checkIfExists: true)
-ch_multiqc_custom_config   = params.multiqc_config ? Channel.fromPath( params.multiqc_config, checkIfExists: true ) : Channel.empty()
-ch_multiqc_logo            = params.multiqc_logo   ? Channel.fromPath( params.multiqc_logo, checkIfExists: true ) : Channel.empty()
-ch_multiqc_custom_methods_description = params.multiqc_methods_description ? file(params.multiqc_methods_description, checkIfExists: true) : file("$projectDir/assets/methods_description_template.yml", checkIfExists: true)
-
-/*
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    IMPORT LOCAL MODULES/SUBWORKFLOWS
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-*/
-
-//
-// SUBWORKFLOW: Consisting of a mix of local and nf-core/modules
-//
-include { INPUT_CHECK } from '../subworkflows/local/input_check'
-
-/*
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    IMPORT NF-CORE MODULES/SUBWORKFLOWS
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-*/
-
-//
-// MODULE: Installed directly from nf-core/modules
-//
-include { FASTQC                      } from '../modules/nf-core/fastqc/main'
-include { MULTIQC                     } from '../modules/nf-core/multiqc/main'
-include { CUSTOM_DUMPSOFTWAREVERSIONS } from '../modules/nf-core/custom/dumpsoftwareversions/main'
+include { FASTQC                 } from '../modules/nf-core/fastqc/main'
+include { MULTIQC                } from '../modules/nf-core/multiqc/main'
+include { paramsSummaryMap       } from 'plugin/nf-validation'
+include { paramsSummaryMultiqc   } from '../subworkflows/nf-core/utils_nfcore_pipeline'
+include { softwareVersionsToYAML } from '../subworkflows/nf-core/utils_nfcore_pipeline'
+include { methodsDescriptionText } from '../subworkflows/local/utils_nfcore_quantms_pipeline'
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -56,50 +17,45 @@ include { CUSTOM_DUMPSOFTWAREVERSIONS } from '../modules/nf-core/custom/dumpsoft
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 */
 
-// Info required for completion email and summary
-def multiqc_report = []
-
 workflow QUANTMS {
 
-    ch_versions = Channel.empty()
+    take:
+    ch_samplesheet // channel: samplesheet read in from --input
 
-    //
-    // SUBWORKFLOW: Read in samplesheet, validate and stage input files
-    //
-    INPUT_CHECK (
-        file(params.input)
-    )
-    ch_versions = ch_versions.mix(INPUT_CHECK.out.versions)
-    // TODO: OPTIONAL, you can use nf-validation plugin to create an input channel from the samplesheet with Channel.fromSamplesheet("input")
-    // See the documentation https://nextflow-io.github.io/nf-validation/samplesheets/fromSamplesheet/
-    // ! There is currently no tooling to help you write a sample sheet schema
+    main:
+
+    ch_versions = Channel.empty()
+    ch_multiqc_files = Channel.empty()
 
     //
     // MODULE: Run FastQC
     //
     FASTQC (
-        INPUT_CHECK.out.reads
+        ch_samplesheet
     )
+    ch_multiqc_files = ch_multiqc_files.mix(FASTQC.out.zip.collect{it[1]})
     ch_versions = ch_versions.mix(FASTQC.out.versions.first())
 
-    CUSTOM_DUMPSOFTWAREVERSIONS (
-        ch_versions.unique().collectFile(name: 'collated_versions.yml')
-    )
+    //
+    // Collate and save software versions
+    //
+    softwareVersionsToYAML(ch_versions)
+        .collectFile(storeDir: "${params.outdir}/pipeline_info", name: 'nf_core_pipeline_software_mqc_versions.yml', sort: true, newLine: true)
+        .set { ch_collated_versions }
 
     //
     // MODULE: MultiQC
     //
-    workflow_summary    = WorkflowQuantms.paramsSummaryMultiqc(workflow, summary_params)
-    ch_workflow_summary = Channel.value(workflow_summary)
-
-    methods_description    = WorkflowQuantms.methodsDescriptionText(workflow, ch_multiqc_custom_methods_description, params)
-    ch_methods_description = Channel.value(methods_description)
-
-    ch_multiqc_files = Channel.empty()
-    ch_multiqc_files = ch_multiqc_files.mix(ch_workflow_summary.collectFile(name: 'workflow_summary_mqc.yaml'))
-    ch_multiqc_files = ch_multiqc_files.mix(ch_methods_description.collectFile(name: 'methods_description_mqc.yaml'))
-    ch_multiqc_files = ch_multiqc_files.mix(CUSTOM_DUMPSOFTWAREVERSIONS.out.mqc_yml.collect())
-    ch_multiqc_files = ch_multiqc_files.mix(FASTQC.out.zip.collect{it[1]}.ifEmpty([]))
+    ch_multiqc_config                     = Channel.fromPath("$projectDir/assets/multiqc_config.yml", checkIfExists: true)
+    ch_multiqc_custom_config              = params.multiqc_config ? Channel.fromPath(params.multiqc_config, checkIfExists: true) : Channel.empty()
+    ch_multiqc_logo                       = params.multiqc_logo ? Channel.fromPath(params.multiqc_logo, checkIfExists: true) : Channel.empty()
+    summary_params                        = paramsSummaryMap(workflow, parameters_schema: "nextflow_schema.json")
+    ch_workflow_summary                   = Channel.value(paramsSummaryMultiqc(summary_params))
+    ch_multiqc_custom_methods_description = params.multiqc_methods_description ? file(params.multiqc_methods_description, checkIfExists: true) : file("$projectDir/assets/methods_description_template.yml", checkIfExists: true)
+    ch_methods_description                = Channel.value(methodsDescriptionText(ch_multiqc_custom_methods_description))
+    ch_multiqc_files                      = ch_multiqc_files.mix(ch_workflow_summary.collectFile(name: 'workflow_summary_mqc.yaml'))
+    ch_multiqc_files                      = ch_multiqc_files.mix(ch_collated_versions)
+    ch_multiqc_files                      = ch_multiqc_files.mix(ch_methods_description.collectFile(name: 'methods_description_mqc.yaml', sort: false))
 
     MULTIQC (
         ch_multiqc_files.collect(),
@@ -107,31 +63,10 @@ workflow QUANTMS {
         ch_multiqc_custom_config.toList(),
         ch_multiqc_logo.toList()
     )
-    multiqc_report = MULTIQC.out.report.toList()
-}
-
-/*
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    COMPLETION EMAIL AND SUMMARY
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-*/
-
-workflow.onComplete {
-    if (params.email || params.email_on_fail) {
-        NfcoreTemplate.email(workflow, params, summary_params, projectDir, log, multiqc_report)
-    }
-    NfcoreTemplate.dump_parameters(workflow, params)
-    NfcoreTemplate.summary(workflow, params, log)
-    if (params.hook_url) {
-        NfcoreTemplate.IM_notification(workflow, params, summary_params, projectDir, log)
-    }
-}
 
-workflow.onError {
-    if (workflow.errorReport.contains("Process requirement exceeds available memory")) {
-        println("🛑 Default resources exceed availability 🛑 ")
-        println("💡 See here on how to configure pipeline: https://nf-co.re/docs/usage/configuration#tuning-workflow-resources 💡")
-    }
+    emit:
+    multiqc_report = MULTIQC.out.report.toList() // channel: /path/to/multiqc_report.html
+    versions       = ch_versions                 // channel: [ path(versions.yml) ]
 }
 
 /*

From c0f0a41eba2af9738f1338ae7cc268b0b7f92175 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 20 Feb 2024 16:27:02 +0000
Subject: [PATCH 048/264] template updated 2.13

---
 lib/Utils.groovy           |   0
 lib/WorkflowMain.groovy    |  71 ----------------------
 lib/WorkflowQuantms.groovy | 118 -------------------------------------
 3 files changed, 189 deletions(-)
 delete mode 100755 lib/Utils.groovy
 delete mode 100755 lib/WorkflowMain.groovy
 delete mode 100755 lib/WorkflowQuantms.groovy

diff --git a/lib/Utils.groovy b/lib/Utils.groovy
deleted file mode 100755
index e69de29b..00000000
diff --git a/lib/WorkflowMain.groovy b/lib/WorkflowMain.groovy
deleted file mode 100755
index 0d21f100..00000000
--- a/lib/WorkflowMain.groovy
+++ /dev/null
@@ -1,71 +0,0 @@
-//
-// This file holds several functions specific to the main.nf workflow in the nf-core/quantms pipeline
-//
-
-import nextflow.Nextflow
-
-class WorkflowMain {
-
-    //
-    // Citation string for pipeline
-    //
-    public static String citation(workflow) {
-        return "If you use ${workflow.manifest.name} for your analysis please cite:\n\n" +
-            // TODO nf-core: Add Zenodo DOI for pipeline after first release
-            //"* The pipeline\n" +
-            //"  https://doi.org/10.5281/zenodo.XXXXXXX\n\n" +
-            "* The nf-core framework\n" +
-            "  https://doi.org/10.1038/s41587-020-0439-x\n\n" +
-            "* Software dependencies\n" +
-            "  https://github.com/${workflow.manifest.name}/blob/master/CITATIONS.md"
-    }
-
-
-    //
-    // Validate parameters and print summary to screen
-    //
-    public static void initialise(workflow, params, log, args) {
-
-        // Print workflow version and exit on --version
-        if (params.version) {
-            String workflow_version = NfcoreTemplate.version(workflow)
-            log.info "${workflow.manifest.name} ${workflow_version}"
-            System.exit(0)
-        }
-
-        // Check that a -profile or Nextflow config has been provided to run the pipeline
-        NfcoreTemplate.checkConfigProvided(workflow, log)
-        // Check that the profile doesn't contain spaces and doesn't end with a trailing comma
-        checkProfile(workflow.profile, args, log)
-
-        // Check that conda channels are set-up correctly
-        if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
-            Utils.checkCondaChannels(log)
-        }
-
-        // Check AWS batch settings
-        NfcoreTemplate.awsBatch(workflow, params)
-
-        // Check input has been provided
-        if (!params.input) {
-            Nextflow.error("Please provide an input sdrf to the pipeline e.g. '--input *.sdrf.csv'")
-        }
-
-        // check fasta database has been provided
-        if (!params.database) {
-            Nextflow.error("Please provide an fasta database to the pipeline e.g. '--database *.fasta'")
-    }
-    }
-
-    //
-    // Exit pipeline if --profile contains spaces
-    //
-    private static void checkProfile(profile, args, log) {
-        if (profile.endsWith(',')) {
-            Nextflow.error "Profile cannot end with a trailing comma. Please remove the comma from the end of the profile string.\nHint: A common mistake is to provide multiple values to `-profile` separated by spaces. Please use commas to separate profiles instead,e.g., `-profile docker,test`."
-        }
-        if (args[0]) {
-            log.warn "nf-core pipelines do not accept positional arguments. The positional argument `${args[0]}` has been detected.\n      Hint: A common mistake is to provide multiple values to `-profile` separated by spaces. Please use commas to separate profiles instead,e.g., `-profile docker,test`."
-        }
-    }
-}
diff --git a/lib/WorkflowQuantms.groovy b/lib/WorkflowQuantms.groovy
deleted file mode 100755
index a7772bf3..00000000
--- a/lib/WorkflowQuantms.groovy
+++ /dev/null
@@ -1,118 +0,0 @@
-//
-// This file holds several functions specific to the workflow/quantms.nf in the nf-core/quantms pipeline
-//
-
-import nextflow.Nextflow
-import groovy.text.SimpleTemplateEngine
-
-class WorkflowQuantms {
-
-    //
-    // Check and validate parameters
-    //
-    public static void initialise(params, log) {
-        if (!params.database) {
-            Nextflow.error "database file not specified with e.g. '--database *.fasta' or via a detectable config file."
-        }
-    }
-
-    //
-    // Get workflow summary for MultiQC
-    //
-    public static String paramsSummaryMultiqc(workflow, summary) {
-        String summary_section = ''
-        for (group in summary.keySet()) {
-            def group_params = summary.get(group)  // This gets the parameters of that particular group
-            if (group_params) {
-                summary_section += "    <p style=\"font-size:110%\"><b>$group</b></p>\n"
-                summary_section += "    <dl class=\"dl-horizontal\">\n"
-                for (param in group_params.keySet()) {
-                    summary_section += "        <dt>$param</dt><dd><samp>${group_params.get(param) ?: '<span style=\"color:#999999;\">N/A</a>'}</samp></dd>\n"
-                }
-                summary_section += "    </dl>\n"
-            }
-        }
-
-        String yaml_file_text  = "id: '${workflow.manifest.name.replace('/','-')}-summary'\n"
-        yaml_file_text        += "description: ' - this information is collected when the pipeline is started.'\n"
-        yaml_file_text        += "section_name: '${workflow.manifest.name} Workflow Summary'\n"
-        yaml_file_text        += "section_href: 'https://github.com/${workflow.manifest.name}'\n"
-        yaml_file_text        += "plot_type: 'html'\n"
-        yaml_file_text        += "data: |\n"
-        yaml_file_text        += "${summary_section}"
-        return yaml_file_text
-    }
-
-    //
-    // Generate methods description for MultiQC
-    //
-
-    public static String toolCitationText(params) {
-
-        // TODO nf-core: Optionally add in-text citation tools to this list.
-        // Can use ternary operators to dynamically construct based conditions, e.g. params["run_xyz"] ? "Tool (Foo et al. 2023)" : "",
-        // Uncomment function in methodsDescriptionText to render in MultiQC report
-        def citation_text = [
-                "Tools used in the workflow included:",
-                "FastQC (Andrews 2010),",
-                "MultiQC (Ewels et al. 2016)",
-                "."
-            ].join(' ').trim()
-
-        return citation_text
-    }
-
-    public static String toolBibliographyText(params) {
-
-        // TODO Optionally add bibliographic entries to this list.
-        // Can use ternary operators to dynamically construct based conditions, e.g. params["run_xyz"] ? "<li>Author (2023) Pub name, Journal, DOI</li>" : "",
-        // Uncomment function in methodsDescriptionText to render in MultiQC report
-        def reference_text = [
-                "<li>Andrews S, (2010) FastQC, URL: https://www.bioinformatics.babraham.ac.uk/projects/fastqc/).</li>",
-                "<li>Ewels, P., Magnusson, M., Lundin, S., & Käller, M. (2016). MultiQC: summarize analysis results for multiple tools and samples in a single report. Bioinformatics , 32(19), 3047–3048. doi: /10.1093/bioinformatics/btw354</li>"
-            ].join(' ').trim()
-
-        return reference_text
-    }
-
-    public static String methodsDescriptionText(run_workflow, mqc_methods_yaml, params) {
-        // Convert  to a named map so can be used as with familar NXF ${workflow} variable syntax in the MultiQC YML file
-        def meta = [:]
-        meta.workflow = run_workflow.toMap()
-        meta["manifest_map"] = run_workflow.manifest.toMap()
-
-        // Pipeline DOI
-        meta["doi_text"] = meta.manifest_map.doi ? "(doi: <a href=\'https://doi.org/${meta.manifest_map.doi}\'>${meta.manifest_map.doi}</a>)" : ""
-        meta["nodoi_text"] = meta.manifest_map.doi ? "": "<li>If available, make sure to update the text to include the Zenodo DOI of version of the pipeline used. </li>"
-
-        // Tool references
-        meta["tool_citations"] = ""
-        meta["tool_bibliography"] = ""
-
-        // TODO Only uncomment below if logic in toolCitationText/toolBibliographyText has been filled!
-        //meta["tool_citations"] = toolCitationText(params).replaceAll(", \\.", ".").replaceAll("\\. \\.", ".").replaceAll(", \\.", ".")
-        //meta["tool_bibliography"] = toolBibliographyText(params)
-
-
-        def methods_text = mqc_methods_yaml.text
-
-        def engine =  new SimpleTemplateEngine()
-        def description_html = engine.createTemplate(methods_text).make(meta)
-
-        return description_html
-    }
-
-    //
-    // Check class of an Object for "List" type
-    //
-    public static boolean isCollectionOrArray(object) {
-        return  [Collection, Object[]].any { it.isAssignableFrom(object.getClass()) }
-        }
-
-    //
-    // check file extension
-    //
-    public static boolean hasExtension(file, extension) {
-        return file.toString().toLowerCase().endsWith(extension.toLowerCase())
-    }
-}

From a7c0a061d30d810ae4a0ee096f84bbe149edcda4 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 20 Feb 2024 16:29:01 +0000
Subject: [PATCH 049/264] template updated 2.13

---
 .github/workflows/branch.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/branch.yml b/.github/workflows/branch.yml
index 9f274b49..ec9e9185 100644
--- a/.github/workflows/branch.yml
+++ b/.github/workflows/branch.yml
@@ -19,7 +19,7 @@ jobs:
       # NOTE - this doesn't currently work if the PR is coming from a fork, due to limitations in GitHub actions secrets
       - name: Post PR comment
         if: failure()
-        uses: mshick/add-pr-comment@v2
+        uses: mshick/add-pr-comment@b8f338c590a895d50bcbfa6c5859251edc8952fc # v2
         with:
           message: |
             ## This PR is against the `master` branch :x:

From 49a314432d3be26c8862b158a8d30e9ac9976baa Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 20 Feb 2024 16:40:43 +0000
Subject: [PATCH 050/264] template updated 2.13

---
 main.nf | 28 ++++------------------------
 1 file changed, 4 insertions(+), 24 deletions(-)

diff --git a/main.nf b/main.nf
index 3e4a922d..96d36250 100644
--- a/main.nf
+++ b/main.nf
@@ -13,35 +13,15 @@ nextflow.enable.dsl = 2
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    VALIDATE & PRINT PARAMETER SUMMARY
+    IMPORT FUNCTIONS / MODULES / SUBWORKFLOWS / WORKFLOWS
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 */
 
-include { validateParameters; paramsHelp } from 'plugin/nf-validation'
+include { QUANTMS  } from './workflows/quantms'
+include { PIPELINE_INITIALISATION } from './subworkflows/local/utils_nfcore_quantms_pipeline'
+include { PIPELINE_COMPLETION     } from './subworkflows/local/utils_nfcore_quantms_pipeline'
 
-// Print help message if needed
-if (params.help) {
-    def logo = NfcoreTemplate.logo(workflow, params.monochrome_logs)
-    def citation = '\n' + WorkflowMain.citation(workflow) + '\n'
-    def String command = "nextflow run ${workflow.manifest.name} --input input_files.sdrf.tsv --database ~/dbs/human_fasta.fasta -profile docker"
-    log.info logo + paramsHelp(command) + citation + NfcoreTemplate.dashedLine(params.monochrome_logs)
-    System.exit(0)
-}
-
-// Validate input parameters
-if (params.validate_params) {
-    validateParameters()
-}
-
-WorkflowMain.initialise(workflow, params, log, args)
-
-/*
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-    NAMED WORKFLOW FOR PIPELINE
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-*/
 
-include { QUANTMS } from './workflows/quantms'
 
 //
 // WORKFLOW: Run main nf-core/quantms analysis pipeline

From e6b2e9f63c3d1e994aae5700c2ff6474ef1291db Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 20 Feb 2024 16:48:20 +0000
Subject: [PATCH 051/264] template updated 2.13

---
 workflows/quantms.nf | 38 ++++----------------------------------
 1 file changed, 4 insertions(+), 34 deletions(-)

diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index 12906e18..b70b74dc 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -4,40 +4,10 @@
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 */
 
-include { paramsSummaryLog; paramsSummaryMap } from 'plugin/nf-validation'
-
-def logo = NfcoreTemplate.logo(workflow, params.monochrome_logs)
-def citation = '\n' + WorkflowMain.citation(workflow) + '\n'
-def summary_params = paramsSummaryMap(workflow)
-
-// Print parameter summary log to screen
-log.info logo + paramsSummaryLog(workflow) + citation
-
-WorkflowQuantms.initialise(params, log)
-
-// Check conflicting parameters
-if (params.decoy_string_position == "suffix" && params.searchengines.contains("sage"))
-{
-    log.error "Sage does not support decoy suffixes. Please change your input database or generate with add_decoys and decoy_string_position 'prefix' (default)."
-}
-
-/*
-========================================================================================
-    CONFIG FILES
-========================================================================================
-*/
-
-ch_multiqc_config          = file("$projectDir/assets/multiqc_config.yml", checkIfExists: true)
-ch_multiqc_custom_config   = params.multiqc_config ? Channel.fromPath( params.multiqc_config, checkIfExists: true ) : Channel.empty()
-ch_multiqc_logo            = params.multiqc_logo   ? Channel.fromPath( params.multiqc_logo, checkIfExists: true ) : Channel.empty()
-ch_multiqc_custom_methods_description = params.multiqc_methods_description ? file(params.multiqc_methods_description, checkIfExists: true) : file("$projectDir/assets/methods_description_template.yml", checkIfExists: true)
-
-
-/*
-========================================================================================
-    IMPORT LOCAL MODULES/SUBWORKFLOWS
-========================================================================================
-*/
+include { paramsSummaryMap       } from 'plugin/nf-validation'
+include { paramsSummaryMultiqc   } from '../subworkflows/nf-core/utils_nfcore_pipeline'
+include { softwareVersionsToYAML } from '../subworkflows/nf-core/utils_nfcore_pipeline'
+include { methodsDescriptionText } from '../subworkflows/local/utils_nfcore_quantms_pipeline'
 
 include { TMT } from './tmt'
 include { LFQ } from './lfq'

From 86dc10ba1ffc0056461f012825cc8ec5f15ca520 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 20 Feb 2024 18:32:43 +0000
Subject: [PATCH 052/264] template updated 2.13

---
 workflows/quantms.nf | 42 +++---------------------------------------
 1 file changed, 3 insertions(+), 39 deletions(-)

diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index b70b74dc..0092c64a 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -4,6 +4,7 @@
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 */
 
+include { MULTIQC                } from '../modules/nf-core/multiqc/main'
 include { paramsSummaryMap       } from 'plugin/nf-validation'
 include { paramsSummaryMultiqc   } from '../subworkflows/nf-core/utils_nfcore_pipeline'
 include { softwareVersionsToYAML } from '../subworkflows/nf-core/utils_nfcore_pipeline'
@@ -22,19 +23,6 @@ include { INPUT_CHECK } from '../subworkflows/local/input_check'
 include { FILE_PREPARATION } from '../subworkflows/local/file_preparation'
 include { CREATE_INPUT_CHANNEL } from '../subworkflows/local/create_input_channel'
 
-/*
-========================================================================================
-    IMPORT NF-CORE MODULES/SUBWORKFLOWS
-========================================================================================
-*/
-
-//
-// MODULE: Installed directly from nf-core/modules
-//
-
-include { CUSTOM_DUMPSOFTWAREVERSIONS } from '../modules/nf-core/custom/dumpsoftwareversions/main'
-
-
 
 /*
 ========================================================================================
@@ -174,31 +162,7 @@ workflow QUANTMS {
 }
 
 /*
-========================================================================================
-    COMPLETION EMAIL AND SUMMARY
-========================================================================================
-*/
-
-workflow.onComplete {
-    if (params.email || params.email_on_fail) {
-        NfcoreTemplate.email(workflow, params, summary_params, projectDir, log, multiqc_report)
-    }
-    NfcoreTemplate.dump_parameters(workflow, params)
-    NfcoreTemplate.summary(workflow, params, log)
-    if (params.hook_url) {
-        NfcoreTemplate.IM_notification(workflow, params, summary_params, projectDir, log)
-    }
-}
-
-workflow.onError {
-    if (workflow.errorReport.contains("Process requirement exceeds available memory")) {
-        println("🛑 Default resources exceed availability 🛑 ")
-        println("💡 See here on how to configure pipeline: https://nf-co.re/docs/usage/configuration#tuning-workflow-resources 💡")
-    }
-}
-
-/*
-========================================================================================
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
     THE END
-========================================================================================
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 */

From 2bd8763cd3b1ebe483a7c4e82b4fd294bee10d0a Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 20 Feb 2024 18:44:22 +0000
Subject: [PATCH 053/264] template updated 2.13

---
 workflows/quantms.nf | 19 +++++--------------
 1 file changed, 5 insertions(+), 14 deletions(-)

diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index 0092c64a..73a5c011 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -125,21 +125,12 @@ workflow QUANTMS {
     ch_versions = ch_versions.mix(DIA.out.versions.ifEmpty(null))
 
 
+     //
+    // Collate and save software versions
     //
-    // MODULE: Pipeline reporting
-    //
-    CUSTOM_DUMPSOFTWAREVERSIONS (
-        ch_versions.unique().collectFile(name: 'collated_versions.yml')
-    )
-
-    //
-    // MODULE: pmultiqc
-    //
-    workflow_summary    = WorkflowQuantms.paramsSummaryMultiqc(workflow, summary_params)
-    ch_workflow_summary = Channel.value(workflow_summary)
-
-    methods_description    = WorkflowQuantms.methodsDescriptionText(workflow, ch_multiqc_custom_methods_description, params)
-    ch_methods_description = Channel.value(methods_description)
+    softwareVersionsToYAML(ch_versions)
+        .collectFile(storeDir: "${params.outdir}/pipeline_info", name: 'nf_core_pipeline_software_mqc_versions.yml', sort: true, newLine: true)
+        .set { ch_collated_versions }
 
     ch_multiqc_files = Channel.empty()
     ch_multiqc_files = ch_multiqc_files.mix(Channel.from(ch_multiqc_config))

From 66d4a950d41f82ebc17139181a17b704ed86051b Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Wed, 21 Feb 2024 21:07:35 +0800
Subject: [PATCH 054/264] fixed lint

---
 workflows/quantms.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index 73a5c011..ff1fbf84 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -125,7 +125,7 @@ workflow QUANTMS {
     ch_versions = ch_versions.mix(DIA.out.versions.ifEmpty(null))
 
 
-     //
+    //
     // Collate and save software versions
     //
     softwareVersionsToYAML(ch_versions)

From 516be91e686eb67e14bab079effca8baa1b81ab6 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Wed, 21 Feb 2024 21:39:48 +0800
Subject: [PATCH 055/264] Update quantms.nf

---
 workflows/quantms.nf | 22 ++++++++++++++--------
 1 file changed, 14 insertions(+), 8 deletions(-)

diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index ff1fbf84..0da12ed6 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -4,7 +4,6 @@
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 */
 
-include { MULTIQC                } from '../modules/nf-core/multiqc/main'
 include { paramsSummaryMap       } from 'plugin/nf-validation'
 include { paramsSummaryMultiqc   } from '../subworkflows/nf-core/utils_nfcore_pipeline'
 include { softwareVersionsToYAML } from '../subworkflows/nf-core/utils_nfcore_pipeline'
@@ -132,13 +131,20 @@ workflow QUANTMS {
         .collectFile(storeDir: "${params.outdir}/pipeline_info", name: 'nf_core_pipeline_software_mqc_versions.yml', sort: true, newLine: true)
         .set { ch_collated_versions }
 
-    ch_multiqc_files = Channel.empty()
-    ch_multiqc_files = ch_multiqc_files.mix(Channel.from(ch_multiqc_config))
-    ch_multiqc_files = ch_multiqc_files.mix(ch_workflow_summary.collectFile(name: 'workflow_summary_mqc.yaml'))
-    ch_multiqc_files = ch_multiqc_files.mix(FILE_PREPARATION.out.statistics)
-    ch_multiqc_files = ch_multiqc_files.mix(ch_methods_description.collectFile(name: 'methods_description_mqc.yaml'))
-    ch_multiqc_files = ch_multiqc_files.mix(CUSTOM_DUMPSOFTWAREVERSIONS.out.mqc_yml.collect())
-    ch_multiqc_quantms_logo = file("$projectDir/assets/nf-core-quantms_logo_light.png")
+    ch_multiqc_files                      = Channel.empty()
+    ch_multiqc_config                     = Channel.fromPath("$projectDir/assets/multiqc_config.yml", checkIfExists: true)
+    ch_multiqc_custom_config              = params.multiqc_config ? Channel.fromPath(params.multiqc_config, checkIfExists: true) : Channel.empty()
+    ch_multiqc_logo                       = params.multiqc_logo ? Channel.fromPath(params.multiqc_logo, checkIfExists: true) : Channel.empty()
+    summary_params                        = paramsSummaryMap(workflow, parameters_schema: "nextflow_schema.json")
+    ch_workflow_summary                   = Channel.value(paramsSummaryMultiqc(summary_params))
+    ch_multiqc_custom_methods_description = params.multiqc_methods_description ? file(params.multiqc_methods_description, checkIfExists: true) : file("$projectDir/assets/methods_description_template.yml", checkIfExists: true)
+    ch_methods_description                = Channel.value(methodsDescriptionText(ch_multiqc_custom_methods_description))
+    ch_multiqc_files                      = ch_multiqc_files.mix(Channel.from(ch_multiqc_config))
+    ch_multiqc_files                      = ch_multiqc_files.mix(ch_workflow_summary.collectFile(name: 'workflow_summary_mqc.yaml'))
+    ch_multiqc_files                      = ch_multiqc_files.mix(FILE_PREPARATION.out.statistics)
+    ch_multiqc_files                      = ch_multiqc_files.mix(ch_collated_versions)
+    ch_multiqc_files                      = ch_multiqc_files.mix(ch_methods_description.collectFile(name: 'methods_description_mqc.yaml', sort: false))
+    ch_multiqc_quantms_logo               = file("$projectDir/assets/nf-core-quantms_logo_light.png")
 
     SUMMARYPIPELINE (
         CREATE_INPUT_CHANNEL.out.ch_expdesign

From d76d24ff186d266d878d08200dc9b4a538fae21b Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Wed, 21 Feb 2024 22:27:54 +0800
Subject: [PATCH 056/264] Update quantms.nf

---
 workflows/quantms.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index 0da12ed6..092594a5 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -139,7 +139,7 @@ workflow QUANTMS {
     ch_workflow_summary                   = Channel.value(paramsSummaryMultiqc(summary_params))
     ch_multiqc_custom_methods_description = params.multiqc_methods_description ? file(params.multiqc_methods_description, checkIfExists: true) : file("$projectDir/assets/methods_description_template.yml", checkIfExists: true)
     ch_methods_description                = Channel.value(methodsDescriptionText(ch_multiqc_custom_methods_description))
-    ch_multiqc_files                      = ch_multiqc_files.mix(Channel.from(ch_multiqc_config))
+    ch_multiqc_files                      = ch_multiqc_files.mix(ch_multiqc_config)
     ch_multiqc_files                      = ch_multiqc_files.mix(ch_workflow_summary.collectFile(name: 'workflow_summary_mqc.yaml'))
     ch_multiqc_files                      = ch_multiqc_files.mix(FILE_PREPARATION.out.statistics)
     ch_multiqc_files                      = ch_multiqc_files.mix(ch_collated_versions)

From 9f4cd5bb896577d4bc6c56cc3ac4e45d15596fb5 Mon Sep 17 00:00:00 2001
From: "J. Sebastian Paez" <jspaezp@users.noreply.github.com>
Date: Fri, 23 Feb 2024 08:10:54 -0800
Subject: [PATCH 057/264] Bugfix/aws staging (#9)

* bugfix mzml stats on dia data
* propagated file subsetting to empirical library generation
* fixes diann conversion without ambiguous groups
---
 bin/diann_convert.py   | 50 ++++++++++++++++++++++++++----------------
 bin/mzml_statistics.py | 37 ++++++++++++++++++++++++++++---
 workflows/dia.nf       | 17 ++++++++++----
 workflows/quantms.nf   |  8 +++++--
 4 files changed, 84 insertions(+), 28 deletions(-)

diff --git a/bin/diann_convert.py b/bin/diann_convert.py
index f85e4b10..b8f268c4 100755
--- a/bin/diann_convert.py
+++ b/bin/diann_convert.py
@@ -9,7 +9,7 @@
 import logging
 import os
 import re
-from dataclasses import dataclass
+import warnings
 from pathlib import Path
 from typing import Any, List, Tuple, Dict, Set, Union
 
@@ -442,9 +442,9 @@ def mztab_MTD(index_ref, dia_params, fasta, charge, missed_cleavages):
     out_mztab_MTD.loc[1, "title"] = "ConsensusMap export from OpenMS"
     out_mztab_MTD.loc[1, "description"] = "OpenMS export from consensusXML"
     out_mztab_MTD.loc[1, "protein_search_engine_score[1]"] = "[, , DIA-NN Global.PG.Q.Value, ]"
-    out_mztab_MTD.loc[
-        1, "peptide_search_engine_score[1]"
-    ] = "[, , DIA-NN Q.Value (minimum of the respective precursor q-values), ]"
+    out_mztab_MTD.loc[1, "peptide_search_engine_score[1]"] = (
+        "[, , DIA-NN Q.Value (minimum of the respective precursor q-values), ]"
+    )
     out_mztab_MTD.loc[1, "psm_search_engine_score[1]"] = "[MS, MS:MS:1001869, protein-level q-value, ]"
     out_mztab_MTD.loc[1, "software[1]"] = "[MS, MS:1003253, DIA-NN, Release (v1.8.1)]"
     out_mztab_MTD.loc[1, "software[1]-setting[1]"] = fasta
@@ -486,19 +486,25 @@ def mztab_MTD(index_ref, dia_params, fasta, charge, missed_cleavages):
         out_mztab_MTD.loc[1, "ms_run[" + str(i) + "]-location"] = (
             "file://" + index_ref[index_ref["ms_run"] == i]["Spectra_Filepath"].values[0]
         )
-        out_mztab_MTD.loc[
-            1, "ms_run[" + str(i) + "]-id_format"
-        ] = "[MS, MS:1000777, spectrum identifier nativeID format, ]"
+        out_mztab_MTD.loc[1, "ms_run[" + str(i) + "]-id_format"] = (
+            "[MS, MS:1000777, spectrum identifier nativeID format, ]"
+        )
         out_mztab_MTD.loc[1, "assay[" + str(i) + "]-quantification_reagent"] = "[MS, MS:1002038, unlabeled sample, ]"
         out_mztab_MTD.loc[1, "assay[" + str(i) + "]-ms_run_ref"] = "ms_run[" + str(i) + "]"
 
-    for i in range(1, max(index_ref["study_variable"]) + 1):
-        study_variable = []
-        for j in list(index_ref[index_ref["study_variable"] == i]["ms_run"].values):
-            study_variable.append("assay[" + str(j) + "]")
-        out_mztab_MTD.loc[1, "study_variable[" + str(i) + "]-assay_refs"] = ",".join(study_variable)
-        out_mztab_MTD.loc[1, "study_variable[" + str(i) + "]-description"] = "no description given"
-
+    with warnings.catch_warnings():
+        warnings.simplefilter("ignore")
+        # This is used here in order to ignore performance warnings from pandas.
+        for i in range(1, max(index_ref["study_variable"]) + 1):
+            study_variable = []
+            for j in list(index_ref[index_ref["study_variable"] == i]["ms_run"].values):
+                study_variable.append("assay[" + str(j) + "]")
+            out_mztab_MTD.loc[1, "study_variable[" + str(i) + "]-assay_refs"] = ",".join(study_variable)
+            out_mztab_MTD.loc[1, "study_variable[" + str(i) + "]-description"] = "no description given"
+
+    # The former loop makes a very sharded frame, this
+    # makes the frame more compact in memory.
+    out_mztab_MTD = out_mztab_MTD.copy()
     out_mztab_MTD.loc[2, :] = "MTD"
 
     # Transpose out_mztab_MTD
@@ -552,8 +558,9 @@ def mztab_PRH(report, pg, index_ref, database, fasta_df):
     pg["opt_global_result_type"] = "single_protein"
     pg.loc[pg["Protein.Ids"].str.contains(";"), "opt_global_result_type"] = "indistinguishable_protein_group"
 
-    out_mztab_PRH = pd.DataFrame()
-    out_mztab_PRH = pg.drop(["Protein.Names"], axis=1)
+    out_mztab_PRH = pg
+    del pg
+    out_mztab_PRH = out_mztab_PRH.drop(["Protein.Names"], axis=1)
     out_mztab_PRH.rename(
         columns={"Protein.Group": "accession", "First.Protein.Description": "description"}, inplace=True
     )
@@ -580,9 +587,14 @@ def mztab_PRH(report, pg, index_ref, database, fasta_df):
     protein_details_df = (
         protein_details_df.drop("accession", axis=1).join(prh_series).reset_index().drop(columns="index")
     )
-    protein_details_df.loc[:, "col"] = "protein_details"
-    # protein_details_df = protein_details_df[-protein_details_df["accession"].str.contains("-")]
-    out_mztab_PRH = pd.concat([out_mztab_PRH, protein_details_df]).reset_index(drop=True)
+    if len(protein_details_df) > 0:
+        logger.info(f"Found {len(protein_details_df)} indistinguishable protein groups")
+        # The Following line fails if there are no indistinguishable protein groups
+        protein_details_df.loc[:, "col"] = "protein_details"
+        # protein_details_df = protein_details_df[-protein_details_df["accession"].str.contains("-")]
+        out_mztab_PRH = pd.concat([out_mztab_PRH, protein_details_df]).reset_index(drop=True)
+    else:
+        logger.info("No indistinguishable protein groups found")
 
     logger.debug("Calculating protein coverage (bottleneck)...")
     # This is a bottleneck
diff --git a/bin/mzml_statistics.py b/bin/mzml_statistics.py
index 825f5fd3..f4f0d298 100755
--- a/bin/mzml_statistics.py
+++ b/bin/mzml_statistics.py
@@ -63,6 +63,9 @@ def parse_mzml(file_name: str, file_columns: list):
 
     def parse_bruker_d(file_name: str, file_columns: list):
         sql_filepath = f"{file_name}/analysis.tdf"
+        if not Path(sql_filepath).exists():
+            msg = f"File '{sql_filepath}' not found"
+            raise FileNotFoundError(msg)
         conn = sqlite3.connect(sql_filepath)
         c = conn.cursor()
 
@@ -77,13 +80,21 @@ def parse_bruker_d(file_name: str, file_columns: list):
             mslevel_map = {0: 1, 8: 2}
         elif 9 in df["MsMsType"].values:
             mslevel_map = {0: 1, 9: 2}
+        else:
+            msg = f"Unrecognized ms type '{df['MsMsType'].values}'"
+            raise ValueError(msg)
         df["MsMsType"] = df["MsMsType"].map(mslevel_map)
 
         try:
+            # This line raises an sqlite error if the table does not exist
+            _ = conn.execute("SELECT * from Precursors LIMIT 1").fetchall()
             precursor_df = pd.read_sql_query("SELECT * from Precursors", conn)
-        except Exception as e:
-            print(f"No precursers recorded in {file_name}")
-            precursor_df = pd.DataFrame()
+        except sqlite3.OperationalError as e:
+            if "no such table: Precursors" in str(e):
+                print(f"No precursers recorded in {file_name}, This is normal for DIA data.")
+                precursor_df = pd.DataFrame()
+            else:
+                raise
 
         if len(df) == len(precursor_df):
             df = pd.concat([df, precursor_df["Charge", "MonoisotopicMz"]], axis=1)
@@ -108,10 +119,30 @@ def parse_bruker_d(file_name: str, file_columns: list):
 
         return df
 
+    if not (Path(ms_path).exists()):
+        print(f"Not found '{ms_path}', trying to find alias")
+        ms_path_path = Path(ms_path)
+        path_stem = str(ms_path_path.stem)
+        candidates = (
+            list(ms_path_path.parent.glob("*.d"))
+            + list(ms_path_path.parent.glob("*.mzml"))
+            + list(ms_path_path.parent.glob("*.mzML"))
+        )
+
+        candidates = [c for c in candidates if path_stem in str(c)]
+
+        if len(candidates) == 1:
+            ms_path = str(candidates[0].resolve())
+        else:
+            raise FileNotFoundError()
+
     if Path(ms_path).suffix == ".d" and Path(ms_path).is_dir():
         ms_df = parse_bruker_d(ms_path, file_columns)
     elif Path(ms_path).suffix in [".mzML", ".mzml"]:
         ms_df = parse_mzml(ms_path, file_columns)
+    else:
+        msg = f"Unrecognized or inexistent mass spec file '{ms_path}'"
+        raise RuntimeError(msg)
 
     ms_df.to_csv(
         f"{Path(ms_path).stem}_ms_info.tsv",
diff --git a/workflows/dia.nf b/workflows/dia.nf
index 69bc2538..435f2b6f 100644
--- a/workflows/dia.nf
+++ b/workflows/dia.nf
@@ -75,9 +75,18 @@ workflow DIA {
         //
         // MODULE: DIANN_PRELIMINARY_ANALYSIS
         //
-        if (params.random_preanalysis){
-            DIANN_PRELIMINARY_ANALYSIS(ch_file_preparation_results.randomSample(params.empirical_assembly_ms_n, 2024).combine(speclib))
-        } else{
+        if (params.random_preanalysis) {
+            preanalysis_seed = 2024
+            preanalysis_subset = ch_file_preparation_results
+                .randomSample(params.empirical_assembly_ms_n, preanalysis_seed)
+            empirical_lib_files = preanalysis_subset
+                .map { result -> result[1] }
+                .collect()
+            DIANN_PRELIMINARY_ANALYSIS(preanalysis_subset.combine(speclib))
+        } else {
+            empirical_lib_files = ch_file_preparation_results
+                .map { result -> result[1] }
+                .collect()
             DIANN_PRELIMINARY_ANALYSIS(ch_file_preparation_results.combine(speclib))
         }
         ch_software_versions = ch_software_versions
@@ -88,7 +97,7 @@ workflow DIA {
         //
         // Order matters in DIANN, This shoudl be sorted for reproducible results.
         ASSEMBLE_EMPIRICAL_LIBRARY(
-            ch_result.ms_file.collect(),
+            empirical_lib_files,
             meta,
             DIANN_PRELIMINARY_ANALYSIS.out.diann_quant.collect(),
             speclib
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index 1e41ed38..1526da0f 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -213,8 +213,12 @@ workflow.onComplete {
     if (params.email || params.email_on_fail) {
         NfcoreTemplate.email(workflow, params, summary_params, projectDir, log, multiqc_report)
     }
-    NfcoreTemplate.dump_parameters(workflow, params)
-    NfcoreTemplate.summary(workflow, params, log)
+    try {
+        NfcoreTemplate.dump_parameters(workflow, params)
+        NfcoreTemplate.summary(workflow, params, log)
+    } catch (Exception e) {
+        log.error "Error generating summary: ${e}"
+    }
     if (params.hook_url) {
         NfcoreTemplate.IM_notification(workflow, params, summary_params, projectDir, log)
     }

From c18e6ec2e9185f4ef43ae55bc99f0de429b446c3 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 24 Feb 2024 11:43:17 +0800
Subject: [PATCH 058/264] update template

---
 subworkflows/local/file_preparation.nf | 19 +++++++++++++------
 workflows/quantms.nf                   | 13 ++++++++-----
 2 files changed, 21 insertions(+), 11 deletions(-)

diff --git a/subworkflows/local/file_preparation.nf b/subworkflows/local/file_preparation.nf
index 42f92fd6..41d6e637 100644
--- a/subworkflows/local/file_preparation.nf
+++ b/subworkflows/local/file_preparation.nf
@@ -22,9 +22,9 @@ workflow FILE_PREPARATION {
     // Divide the compressed files
     ch_rawfiles
     .branch {
-        dottar: WorkflowQuantms.hasExtension(it[1], '.tar')
-        dotzip: WorkflowQuantms.hasExtension(it[1], '.zip')
-        gz: WorkflowQuantms.hasExtension(it[1], '.gz')
+        dottar: hasExtension(it[1], '.tar')
+        dotzip: hasExtension(it[1], '.zip')
+        gz: hasExtension(it[1], '.gz')
         uncompressed: true
     }.set { ch_branched_input }
 
@@ -37,9 +37,9 @@ workflow FILE_PREPARATION {
     // Divide mzml files
     ch_rawfiles
     .branch {
-        raw: WorkflowQuantms.hasExtension(it[1], '.raw')
-        mzML: WorkflowQuantms.hasExtension(it[1], '.mzML')
-        dotd: WorkflowQuantms.hasExtension(it[1], '.d')
+        raw: hasExtension(it[1], '.raw')
+        mzML: hasExtension(it[1], '.mzML')
+        dotd: hasExtension(it[1], '.d')
     }.set { ch_branched_input }
 
     // Note: we used to always index mzMLs if not already indexed but due to
@@ -99,3 +99,10 @@ workflow FILE_PREPARATION {
     statistics      = ch_statistics     // channel: [ *_ms_info.tsv ]
     version         = ch_versions       // channel: [ *.version.txt ]
 }
+
+//
+// check file extension
+//
+def hasExtension(file, extension) {
+    return file.toString().toLowerCase().endsWith(extension.toLowerCase())
+}
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index 092594a5..75097a7b 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -109,25 +109,28 @@ workflow QUANTMS {
     ch_consensus_pmultiqc = ch_consensus_pmultiqc.mix(TMT.out.ch_pmultiqc_consensus)
     ch_pipeline_results = ch_pipeline_results.mix(TMT.out.final_result)
     ch_msstats_in = ch_msstats_in.mix(TMT.out.msstats_in)
-    ch_versions = ch_versions.mix(TMT.out.versions.ifEmpty(null))
 
     LFQ(ch_fileprep_result.lfq, CREATE_INPUT_CHANNEL.out.ch_expdesign, ch_searchengine_in_db)
     ch_ids_pmultiqc = ch_ids_pmultiqc.mix(LFQ.out.ch_pmultiqc_ids)
     ch_consensus_pmultiqc = ch_consensus_pmultiqc.mix(LFQ.out.ch_pmultiqc_consensus)
     ch_pipeline_results = ch_pipeline_results.mix(LFQ.out.final_result)
     ch_msstats_in = ch_msstats_in.mix(LFQ.out.msstats_in)
-    ch_versions = ch_versions.mix(LFQ.out.versions.ifEmpty(null))
 
     DIA(ch_fileprep_result.dia, CREATE_INPUT_CHANNEL.out.ch_expdesign, FILE_PREPARATION.out.statistics)
     ch_pipeline_results = ch_pipeline_results.mix(DIA.out.diann_report)
     ch_msstats_in = ch_msstats_in.mix(DIA.out.msstats_in)
-    ch_versions = ch_versions.mix(DIA.out.versions.ifEmpty(null))
-
 
     //
     // Collate and save software versions
     //
-    softwareVersionsToYAML(ch_versions)
+    DIA.out.versions.mix(LFQ.out.versions).mix(TMT.out.versions).mix(ch_versions)
+            .branch {
+                yaml : it.asBoolean()
+                other : true
+            }
+            .set{ versions_clean }
+
+    softwareVersionsToYAML(versions_clean.yaml)
         .collectFile(storeDir: "${params.outdir}/pipeline_info", name: 'nf_core_pipeline_software_mqc_versions.yml', sort: true, newLine: true)
         .set { ch_collated_versions }
 

From 632d4f16603e252a4213274bb8d53d012c441bb3 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 24 Feb 2024 07:55:13 +0000
Subject: [PATCH 059/264] template updated 2.13

---
 workflows/quantms.nf | 13 -------------
 1 file changed, 13 deletions(-)

diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index 0e531a4d..75097a7b 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -22,19 +22,6 @@ include { INPUT_CHECK } from '../subworkflows/local/input_check'
 include { FILE_PREPARATION } from '../subworkflows/local/file_preparation'
 include { CREATE_INPUT_CHANNEL } from '../subworkflows/local/create_input_channel'
 
-/*
-========================================================================================
-    IMPORT NF-CORE MODULES/SUBWORKFLOWS
-========================================================================================
-*/
-
-//
-// MODULE: Installed directly from nf-core/modules
-//
-
-include { CUSTOM_DUMPSOFTWAREVERSIONS } from '../modules/nf-core/custom/dumpsoftwareversions/main'
-
-
 
 /*
 ========================================================================================

From ea2fdf26c10e2d3f0f60d25a0dcb2612480666b9 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 26 Feb 2024 10:47:22 +0800
Subject: [PATCH 060/264] fixed

---
 nextflow_schema.json | 10 ++++------
 workflows/quantms.nf | 10 ++++++----
 2 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 60496d69..684175e3 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -295,7 +295,7 @@
                 "instrument": {
                     "type": "string",
                     "description": "Type of instrument that generated the data. 'low_res' or 'high_res' (default; refers to LCQ and LTQ instruments)",
-                    "default": "high_res",
+                    "default": null,
                     "fa_icon": "fas fa-list-ol"
                 },
                 "protocol": {
@@ -461,7 +461,7 @@
                 "run_fdr_cutoff": {
                     "type": "number",
                     "description": "FDR cutoff on PSM level (or peptide level; see Percolator options) *per run* before going into feature finding, map alignment and inference. This can be seen as a pre-filter. See ",
-                    "default": 0.01,
+                    "default": 0.10,
                     "fa_icon": "fas fa-filter"
                 },
                 "idfilter_debug": {
@@ -905,7 +905,7 @@
                 "feature_with_id_min_score": {
                     "type": "number",
                     "description": "The minimum probability (e.g.: 0.25) an identified (=id targeted) feature must have to be kept for alignment and linking (0=no filter).",
-                    "default": 0.0,
+                    "default": 0.10,
                     "fa_icon": "fas fa-filter",
                     "help_text": "The minimum probability (e.g.: 0.25) an identified (=id targeted) feature must have to be kept for alignment and linking (0=no filter). (default: '0.0') (min: '0.0' max: '1.0')"
                 },
@@ -1277,7 +1277,6 @@
                 "max_memory": {
                     "type": "string",
                     "description": "Maximum amount of memory that can be requested for any single job.",
-                    "default": "128.GB",
                     "fa_icon": "fas fa-memory",
                     "pattern": "^\\d+(\\.\\d+)?\\.?\\s*(K|M|G|T)?B$",
                     "hidden": true,
@@ -1286,7 +1285,6 @@
                 "max_time": {
                     "type": "string",
                     "description": "Maximum amount of time that can be requested for any single job.",
-                    "default": "240.h",
                     "fa_icon": "far fa-clock",
                     "pattern": "^(\\d+\\.?\\s*(s|m|h|d|day)\\s*)+$",
                     "hidden": true,
@@ -1484,4 +1482,4 @@
             "$ref": "#/definitions/generic_options"
         }
     ]
-}
\ No newline at end of file
+}
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index cbe06b73..27418746 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -135,14 +135,16 @@ workflow QUANTMS {
         ch_msstats_in = ch_msstats_in.mix(LFQ.out.msstats_in)
         ch_versions = ch_versions.mix(LFQ.out.versions.ifEmpty(null))
 
-    DIA(ch_fileprep_result.dia, CREATE_INPUT_CHANNEL.out.ch_expdesign, FILE_PREPARATION.out.statistics)
-    ch_pipeline_results = ch_pipeline_results.mix(DIA.out.diann_report)
-    ch_msstats_in = ch_msstats_in.mix(DIA.out.msstats_in)
+        DIA(ch_fileprep_result.dia, CREATE_INPUT_CHANNEL.out.ch_expdesign, FILE_PREPARATION.out.statistics)
+        ch_pipeline_results = ch_pipeline_results.mix(DIA.out.diann_report)
+        ch_msstats_in = ch_msstats_in.mix(DIA.out.msstats_in)
+        ch_versions = ch_versions.mix(DIA.out.versions.ifEmpty(null))
+    }
 
     //
     // Collate and save software versions
     //
-    DIA.out.versions.mix(LFQ.out.versions).mix(TMT.out.versions).mix(ch_versions)
+    ch_versions
             .branch {
                 yaml : it.asBoolean()
                 other : true

From d2ccd5fd0c3e0fb50c5994106d2863d966a8dedf Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 26 Feb 2024 10:58:59 +0800
Subject: [PATCH 061/264] fixed

---
 nextflow_schema.json |  7 ++++---
 workflows/quantms.nf | 13 -------------
 2 files changed, 4 insertions(+), 16 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 684175e3..05ab141c 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -295,7 +295,6 @@
                 "instrument": {
                     "type": "string",
                     "description": "Type of instrument that generated the data. 'low_res' or 'high_res' (default; refers to LCQ and LTQ instruments)",
-                    "default": null,
                     "fa_icon": "fas fa-list-ol"
                 },
                 "protocol": {
@@ -461,7 +460,7 @@
                 "run_fdr_cutoff": {
                     "type": "number",
                     "description": "FDR cutoff on PSM level (or peptide level; see Percolator options) *per run* before going into feature finding, map alignment and inference. This can be seen as a pre-filter. See ",
-                    "default": 0.10,
+                    "default": 0.1,
                     "fa_icon": "fas fa-filter"
                 },
                 "idfilter_debug": {
@@ -905,7 +904,7 @@
                 "feature_with_id_min_score": {
                     "type": "number",
                     "description": "The minimum probability (e.g.: 0.25) an identified (=id targeted) feature must have to be kept for alignment and linking (0=no filter).",
-                    "default": 0.10,
+                    "default": 0.1,
                     "fa_icon": "fas fa-filter",
                     "help_text": "The minimum probability (e.g.: 0.25) an identified (=id targeted) feature must have to be kept for alignment and linking (0=no filter). (default: '0.0') (min: '0.0' max: '1.0')"
                 },
@@ -1277,6 +1276,7 @@
                 "max_memory": {
                     "type": "string",
                     "description": "Maximum amount of memory that can be requested for any single job.",
+                    "default": "128 GB",
                     "fa_icon": "fas fa-memory",
                     "pattern": "^\\d+(\\.\\d+)?\\.?\\s*(K|M|G|T)?B$",
                     "hidden": true,
@@ -1285,6 +1285,7 @@
                 "max_time": {
                     "type": "string",
                     "description": "Maximum amount of time that can be requested for any single job.",
+                    "default": "10d",
                     "fa_icon": "far fa-clock",
                     "pattern": "^(\\d+\\.?\\s*(s|m|h|d|day)\\s*)+$",
                     "hidden": true,
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index 27418746..ccc1e486 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -23,19 +23,6 @@ include { FILE_PREPARATION } from '../subworkflows/local/file_preparation'
 include { CREATE_INPUT_CHANNEL } from '../subworkflows/local/create_input_channel'
 include { DDA_ID } from '../subworkflows/local/dda_id'
 
-/*
-========================================================================================
-    IMPORT NF-CORE MODULES/SUBWORKFLOWS
-========================================================================================
-*/
-
-//
-// MODULE: Installed directly from nf-core/modules
-//
-
-include { CUSTOM_DUMPSOFTWAREVERSIONS } from '../modules/nf-core/custom/dumpsoftwareversions/main'
-
-
 
 /*
 ========================================================================================

From a193eb7e4a4550c289b83821a7f4ece0a4888fa5 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 26 Feb 2024 11:16:54 +0800
Subject: [PATCH 062/264] Update nextflow_schema.json

---
 nextflow_schema.json | 151 ++++++++-----------------------------------
 1 file changed, 27 insertions(+), 124 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 05ab141c..e682d1c4 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -28,7 +25,7 @@
                 "outdir": {
                     "type": "string",
                     "description": "The output directory where the results will be saved.",
-                    "default": null,
+                    "default": "./results",
                     "fa_icon": "fas fa-folder-open"
                 },
                 "email": {
@@ -59,10 +56,7 @@
                 "acquisition_method": {
                     "type": "string",
                     "description": "Proteomics data acquisition method",
-                    "enum": [
-                        "dda",
-                        "dia"
-                    ],
+                    "enum": ["dda", "dia"],
                     "fa_icon": "far fa-list-ol"
                 },
                 "id_only": {
@@ -115,9 +109,7 @@
                     "default": "reverse",
                     "fa_icon": "fas fa-list-ol",
                     "enum": [
-                        "reverse",
-                        "shuffle"
-                    ]
+                        "reverse", "shuffle"]
                 },
                 "shuffle_max_attempts": {
                     "type": "integer",
@@ -140,9 +132,7 @@
                 }
             },
             "fa_icon": "fas fa-database",
-            "required": [
-                "database"
-            ]
+            "required": ["database"]
         },
         "spectrum_preprocessing": {
             "title": "Spectrum preprocessing",
@@ -217,11 +207,7 @@
                     "help_text": "Warning: not supported by sage yet.",
                     "default": "fully",
                     "fa_icon": "fas fa-list-ol",
-                    "enum": [
-                        "fully",
-                        "semi",
-                        "none"
-                    ]
+                    "enum": ["fully", "semi", "none"]
                 },
                 "allowed_missed_cleavages": {
                     "type": "integer",
@@ -240,10 +226,7 @@
                     "description": "Precursor mass tolerance unit used for database search. Possible values are 'ppm' (default) and 'Da'.",
                     "default": "ppm",
                     "fa_icon": "fas fa-sliders-h",
-                    "enum": [
-                        "Da",
-                        "ppm"
-                    ]
+                    "enum": ["Da", "ppm"]
                 },
                 "fragment_mass_tolerance": {
                     "type": "number",
@@ -258,10 +241,7 @@
                     "default": "Da",
                     "fa_icon": "fas fa-list-ol",
                     "help_text": "Caution: for Comet we are estimating the `fragment_bin_tolerance` parameter based on this automatically.",
-                    "enum": [
-                        "Da",
-                        "ppm"
-                    ]
+                    "enum": ["Da", "ppm"]
                 },
                 "fixed_mods": {
                     "type": "string",
@@ -426,11 +406,7 @@
                     "description": "What to do when peptides are found that do not follow a unified set of rules (since search engines sometimes differ in their interpretation of them). ",
                     "default": "warn",
                     "fa_icon": "far fa-check-square",
-                    "enum": [
-                        "warn",
-                        "error",
-                        "remove"
-                    ]
+                    "enum": ["warn", "error", "remove"]
                 },
                 "IL_equivalent": {
                     "type": "boolean",
@@ -452,10 +428,7 @@
                     "description": "How to calculate posterior probabilities for PSMs:\n\n* 'percolator' = Re-score based on PSM-feature-based SVM and transform distance\n    to hyperplane for posteriors\n* 'fit_distributions' = Fit positive and negative distributions to scores\n    (similar to PeptideProphet)",
                     "fa_icon": "fas fa-list-ol",
                     "default": "percolator",
-                    "enum": [
-                        "percolator",
-                        "fit_distributions"
-                    ]
+                    "enum": ["percolator", "fit_distributions"]
                 },
                 "run_fdr_cutoff": {
                     "type": "number",
@@ -498,10 +471,7 @@
                     "description": "Calculate FDR on PSM ('psm-level-fdrs') or peptide level ('peptide-level-fdrs')?",
                     "default": "peptide-level-fdrs",
                     "fa_icon": "fas fa-list-ol",
-                    "enum": [
-                        "peptide-level-fdrs",
-                        "psm-level-fdrs"
-                    ]
+                    "enum": ["peptide-level-fdrs", "psm-level-fdrs"]
                 },
                 "train_FDR": {
                     "type": "number",
@@ -554,12 +524,7 @@
                     "description": "How to handle outliers during fitting:\n\n* ignore_iqr_outliers (default): ignore outliers outside of `3*IQR` from Q1/Q3 for fitting\n* set_iqr_to_closest_valid: set IQR-based outliers to the last valid value for fitting\n* ignore_extreme_percentiles: ignore everything outside 99th and 1st percentile (also removes equal values like potential censored max values in XTandem)\n* none: do nothing",
                     "default": "none",
                     "fa_icon": "fas fa-list-ol",
-                    "enum": [
-                        "none",
-                        "ignore_iqr_outliers",
-                        "set_iqr_to_closest_valid",
-                        "ignore_extreme_percentiles"
-                    ]
+                    "enum": ["none", "ignore_iqr_outliers", "set_iqr_to_closest_valid", "ignore_extreme_percentiles"]
                 },
                 "idpep_debug": {
                     "type": "integer",
@@ -583,11 +548,7 @@
                     "default": "best",
                     "fa_icon": "fas fa-list-ol",
                     "help_text": "Specifies how search engine results are combined: ConsensusID offers several algorithms that can aggregate results from multiple peptide identification engines ('search engines') into consensus identifications - typically one per MS2 spectrum. This works especially well for search engines that provide more than one peptide hit per spectrum, i.e. that report not just the best hit, but also a list of runner-up candidates with corresponding scores.\n\nThe available algorithms are:\n\n* PEPMatrix: Scoring based on posterior error probabilities (PEPs) and peptide sequence similarities. This algorithm uses a substitution matrix to score the similarity of sequences not listed by all search engines. It requires PEPs as the scores for all peptide hits.\n* PEPIons: Scoring based on posterior error probabilities (PEPs) and fragment ion similarities ('shared peak count'). This algorithm, too, requires PEPs as scores.\n* best: For each peptide ID, this uses the best score of any search engine as the consensus score.\n* worst: For each peptide ID, this uses the worst score of any search engine as the consensus score.\n* average: For each peptide ID, this uses the average score of all search engines as the consensus score.\n* ranks: Calculates a consensus score based on the ranks of peptide IDs in the results of different search engines. The final score is in the range (0, 1], with 1 being the best score.\n\nTo make scores comparable, for best, worst and average, PEPs are used as well. Peptide IDs are only considered the same if they map to exactly the same sequence (including modifications and their localization). Also isobaric aminoacids are (for now) only considered equal with the PEPMatrix/PEPIons algorithms.",
-                    "enum": [
-                        "best",
-                        "PEPMatrix",
-                        "PEPIons"
-                    ]
+                    "enum": ["best", "PEPMatrix", "PEPIons"]
                 },
                 "consensusid_considered_top_hits": {
                     "type": "integer",
@@ -621,12 +582,7 @@
                     "type": "string",
                     "description": "Operate only on MSn scans where any of its precursors features a certain activation method. Set to empty to disable.",
                     "fa_icon": "fas fa-font",
-                    "enum": [
-                        "HCD",
-                        "CID",
-                        "ETD",
-                        "ECD"
-                    ]
+                    "enum": ["HCD", "CID", "ETD", "ECD"]
                 },
                 "reporter_mass_shift": {
                     "type": "number",
@@ -715,20 +671,13 @@
                     "default": "aggregation",
                     "fa_icon": "fas fa-list-ol",
                     "help_text": "Infer proteins through:\n\n* 'aggregation'  =  aggregates all peptide scores across a protein (by calculating the maximum) (default)\n* 'bayesian'        =  compute a posterior probability for every protein based on a Bayesian network (i.e. using Epifany)\n* ('percolator' not yet supported)\n\n**Note:** If protein grouping is performed also depends on the `protein_quant` parameter (i.e. if peptides have to be unique or unique to a group only)",
-                    "enum": [
-                        "aggregation",
-                        "bayesian"
-                    ]
+                    "enum": ["aggregation", "bayesian"]
                 },
                 "protein_score": {
                     "type": "string",
                     "description": "[Ignored in Bayesian] How to aggregate scores of peptides matching to the same protein",
                     "default": "best",
-                    "enum": [
-                        "best",
-                        "product",
-                        "sum"
-                    ],
+                    "enum": ["best", "product", "sum"],
                     "fa_icon": "fas fa-list-ol"
                 },
                 "use_shared_peptides": {
@@ -817,12 +766,7 @@
                     "type": "string",
                     "description": "Averaging method used to compute protein abundances from peptide abundances.",
                     "default": "median",
-                    "enum": [
-                        "median",
-                        "mean",
-                        "weighted_mean",
-                        "sum"
-                    ],
+                    "enum": ["median", "mean", "weighted_mean", "sum"],
                     "fa_icon": "fas fa-list-ol"
                 },
                 "best_charge_and_fraction": {
@@ -858,11 +802,7 @@
                     "type": "string",
                     "description": "Quantify proteins based on:\n\n* 'unique_peptides' = use peptides mapping to single proteins or a group of indistinguishable proteins (according to the set of experimentally identified peptides)\n* 'strictly_unique_peptides' (only LFQ) = use peptides mapping to a unique single protein only\n* 'shared_peptides' = use shared peptides, too, but only greedily for its best group (by inference score and nr. of peptides)",
                     "default": "unique_peptides",
-                    "enum": [
-                        "unique_peptides",
-                        "strictly_unique_peptides",
-                        "shared_peptides"
-                    ],
+                    "enum": ["unique_peptides", "strictly_unique_peptides", "shared_peptides"],
                     "fa_icon": "fas fa-list-ol"
                 },
                 "export_mztab": {
@@ -884,10 +824,7 @@
                     "type": "string",
                     "description": "Choose between feature-based quantification based on integrated MS1 signals ('feature_intensity'; default) or spectral counting of PSMs ('spectral_counting'). **WARNING:** 'spectral_counting' is not compatible with our MSstats step yet. MSstats will therefore be disabled automatically with that choice.",
                     "default": "feature_intensity",
-                    "enum": [
-                        "feature_intensity",
-                        "spectral_counting"
-                    ],
+                    "enum": ["feature_intensity", "spectral_counting"],
                     "fa_icon": "fas fa-list-ol"
                 },
                 "mass_recalibration": {
@@ -926,10 +863,7 @@
                     "type": "string",
                     "description": "The order in which maps are aligned. Star = all vs. the reference with most IDs (default). TreeGuided = an alignment tree is calculated first based on similarity measures of the IDs in the maps.",
                     "default": "star",
-                    "enum": [
-                        "star",
-                        "treeguided"
-                    ],
+                    "enum": ["star", "treeguided"],
                     "fa_icon": "far fa-list-ol"
                 },
                 "quantify_decoys": {
@@ -995,11 +929,7 @@
                     "type": "number",
                     "description": "Controls the protein inference mode",
                     "fa_icon": "fas fa-list-ol",
-                    "enum": [
-                        0,
-                        1,
-                        2
-                    ],
+                    "enum": [0, 1, 2],
                     "default": 2
                 },
                 "species_genes": {
@@ -1034,13 +964,7 @@
                     "description": "Debug level",
                     "default": 3,
                     "fa_icon": "fas fa-bug",
-                    "enum": [
-                        0,
-                        1,
-                        2,
-                        3,
-                        4
-                    ],
+                    "enum": [0, 1, 2, 3, 4],
                     "hidden": true
                 },
                 "diann_normalize": {
@@ -1103,20 +1027,14 @@
                     "description": "Which features to use for quantification per protein: 'top3' or 'highQuality' which removes outliers only",
                     "fa_icon": "far fa-list-ol",
                     "default": "top3",
-                    "enum": [
-                        "top3",
-                        "highQuality"
-                    ]
+                    "enum": ["top3", "highQuality"]
                 },
                 "msstatslfq_quant_summary_method": {
                     "type": "string",
                     "description": "which summary method to use: 'TMP' (Tukey's median polish) or 'linear' (linear mixed model)",
                     "fa_icon": "far fa-list-ol",
                     "default": "TMP",
-                    "enum": [
-                        "TMP",
-                        "linear"
-                    ]
+                    "enum": ["TMP", "linear"]
                 },
                 "msstats_remove_one_feat_prot": {
                     "type": "boolean",
@@ -1147,22 +1065,14 @@
                     "description": "select the feature with the largest summmation or maximal value",
                     "fa_icon": "far fa-list-ol",
                     "default": "sum",
-                    "enum": [
-                        "sum",
-                        "max"
-                    ]
+                    "enum": ["sum", "max"]
                 },
                 "msstatsiso_summarization_method": {
                     "type": "string",
                     "description": "summarization methods to protein-level can be perfomed",
                     "fa_icon": "far fa-list-ol",
                     "default": "msstats",
-                    "enum": [
-                        "msstats",
-                        "MedianPolish",
-                        "Median",
-                        "LogSum"
-                    ]
+                    "enum": ["msstats", "MedianPolish", "Median", "LogSum"]
                 },
                 "msstatsiso_global_norm": {
                     "type": "boolean",
@@ -1318,14 +1228,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {

From e74dfbf27d047c7045a629c7d508a439015282b7 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 26 Feb 2024 14:12:19 +0800
Subject: [PATCH 063/264] Update nextflow_schema.json

---
 nextflow_schema.json | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index e682d1c4..5ad64875 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -108,8 +108,7 @@
                     "description": "Choose the method to produce decoys from input target database.",
                     "default": "reverse",
                     "fa_icon": "fas fa-list-ol",
-                    "enum": [
-                        "reverse", "shuffle"]
+                    "enum": ["reverse", "shuffle"]
                 },
                 "shuffle_max_attempts": {
                     "type": "integer",

From 8b846c538319d00caea632304b03d8ff54ea9dd9 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 26 Feb 2024 09:31:37 +0000
Subject: [PATCH 064/264] pmultiqc 0.0.23 -> 0.0.24

---
 modules/local/pmultiqc/main.nf | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/modules/local/pmultiqc/main.nf b/modules/local/pmultiqc/main.nf
index 86dbba9f..8b6ad192 100644
--- a/modules/local/pmultiqc/main.nf
+++ b/modules/local/pmultiqc/main.nf
@@ -1,11 +1,11 @@
 process PMULTIQC {
     label 'process_high'
 
-    conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.23"
+    conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.24"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/pmultiqc:0.0.23--pyhdfd78af_0"
+        container "https://depot.galaxyproject.org/singularity/pmultiqc:0.0.24--pyhdfd78af_0"
     } else {
-        container "biocontainers/pmultiqc:0.0.23--pyhdfd78af_0"
+        container "biocontainers/pmultiqc:0.0.24--pyhdfd78af_0"
     }
 
     input:

From fa4651296b61718c63b7671a5740e2ad6af723eb Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 28 Feb 2024 16:06:55 +0000
Subject: [PATCH 065/264] sdrf-pipelines 0.0.24 -> 0.0.25

---
 modules/local/pmultiqc/main.nf        | 6 +++---
 modules/local/preprocess_expdesign.nf | 6 +++---
 modules/local/samplesheet_check.nf    | 6 +++---
 modules/local/sdrfparsing/main.nf     | 6 +++---
 4 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/modules/local/pmultiqc/main.nf b/modules/local/pmultiqc/main.nf
index 8b6ad192..9b3ebd3c 100644
--- a/modules/local/pmultiqc/main.nf
+++ b/modules/local/pmultiqc/main.nf
@@ -1,11 +1,11 @@
 process PMULTIQC {
     label 'process_high'
 
-    conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.24"
+    conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.25"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/pmultiqc:0.0.24--pyhdfd78af_0"
+        container "https://depot.galaxyproject.org/singularity/pmultiqc:0.0.25--pyhdfd78af_0"
     } else {
-        container "biocontainers/pmultiqc:0.0.24--pyhdfd78af_0"
+        container "biocontainers/pmultiqc:0.0.25--pyhdfd78af_0"
     }
 
     input:
diff --git a/modules/local/preprocess_expdesign.nf b/modules/local/preprocess_expdesign.nf
index 361d3d20..f47ec0c6 100644
--- a/modules/local/preprocess_expdesign.nf
+++ b/modules/local/preprocess_expdesign.nf
@@ -6,11 +6,11 @@ process PREPROCESS_EXPDESIGN {
     tag "$design.Name"
     label 'process_low'
 
-    conda "bioconda::sdrf-pipelines=0.0.24"
+    conda "bioconda::sdrf-pipelines=0.0.25"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.24--pyhdfd78af_0"
+        container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.25--pyhdfd78af_0"
     } else {
-        container "biocontainers/sdrf-pipelines:0.0.24--pyhdfd78af_0"
+        container "biocontainers/sdrf-pipelines:0.0.25--pyhdfd78af_0"
     }
 
     input:
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index 5c9332e1..ba8943cc 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -3,11 +3,11 @@ process SAMPLESHEET_CHECK {
     tag "$input_file"
     label 'process_single'
 
-    conda "bioconda::sdrf-pipelines=0.0.24"
+    conda "bioconda::sdrf-pipelines=0.0.25"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.24--pyhdfd78af_0"
+        container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.25--pyhdfd78af_0"
     } else {
-        container "biocontainers/sdrf-pipelines:0.0.24--pyhdfd78af_0"
+        container "biocontainers/sdrf-pipelines:0.0.25--pyhdfd78af_0"
     }
 
     input:
diff --git a/modules/local/sdrfparsing/main.nf b/modules/local/sdrfparsing/main.nf
index 2f7989bb..439ac3f7 100644
--- a/modules/local/sdrfparsing/main.nf
+++ b/modules/local/sdrfparsing/main.nf
@@ -2,10 +2,10 @@ process SDRFPARSING {
     tag "$sdrf.Name"
     label 'process_low'
 
-    conda "conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.24"
+    conda "conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.25"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.24--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.24--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.25--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.25--pyhdfd78af_0' }"
 
     input:
     path sdrf

From 4bbee85fa9e89f5dd6cc6e95039ed095a197382c Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 28 Feb 2024 18:00:01 +0000
Subject: [PATCH 066/264] sdrf-pipelines 0.0.24 -> 0.0.25

---
 modules/local/pmultiqc/main.nf | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/modules/local/pmultiqc/main.nf b/modules/local/pmultiqc/main.nf
index 9b3ebd3c..3fcfb6ed 100644
--- a/modules/local/pmultiqc/main.nf
+++ b/modules/local/pmultiqc/main.nf
@@ -1,11 +1,11 @@
 process PMULTIQC {
     label 'process_high'
 
-    conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.25"
+    conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.24"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
         container "https://depot.galaxyproject.org/singularity/pmultiqc:0.0.25--pyhdfd78af_0"
     } else {
-        container "biocontainers/pmultiqc:0.0.25--pyhdfd78af_0"
+        container "biocontainers/pmultiqc:0.0.24--pyhdfd78af_0"
     }
 
     input:

From e9b903f79d7ec482b615dfa4cbdb50a6360fc858 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Thu, 29 Feb 2024 06:59:59 +0000
Subject: [PATCH 067/264] sdrf-pipelines 0.0.24 -> 0.0.25

---
 modules/local/openms/thirdparty/searchenginemsgf/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/openms/thirdparty/searchenginemsgf/main.nf b/modules/local/openms/thirdparty/searchenginemsgf/main.nf
index 226b65ff..cfa0eb2a 100644
--- a/modules/local/openms/thirdparty/searchenginemsgf/main.nf
+++ b/modules/local/openms/thirdparty/searchenginemsgf/main.nf
@@ -32,7 +32,7 @@ process SEARCHENGINEMSGF {
     if (meta.enzyme == 'Trypsin') enzyme = 'Trypsin/P'
     else if (meta.enzyme == 'Arg-C') enzyme = 'Arg-C/P'
     else if (meta.enzyme == 'Asp-N') enzyme = 'Asp-N/B'
-    else if (meta.enzyme == 'Chymotrypsin') enzyme = 'Chymotrypsin'
+    else if (meta.enzyme == 'Chymotrypsin') enzyme = 'Chymotrypsin/P'
     else if (meta.enzyme == 'Lys-C') enzyme = 'Lys-C/P'
 
     if (enzyme.toLowerCase() == "unspecific cleavage") {

From fbf50c6338bab91c1d137cf3923b8b212af7dc11 Mon Sep 17 00:00:00 2001
From: nf-core-bot <core@nf-co.re>
Date: Thu, 29 Feb 2024 16:11:38 +0000
Subject: [PATCH 068/264] Template update for nf-core/tools version 2.13.1

---
 .devcontainer/devcontainer.json               | 10 +----
 .github/CONTRIBUTING.md                       | 14 ++++---
 .github/PULL_REQUEST_TEMPLATE.md              |  2 +-
 .github/workflows/awsfulltest.yml             |  4 +-
 .github/workflows/awstest.yml                 |  4 +-
 .github/workflows/ci.yml                      |  2 +-
 .github/workflows/download_pipeline.yml       |  2 +-
 .github/workflows/linting.yml                 |  2 +-
 .github/workflows/release-announcements.yml   |  2 +-
 .gitpod.yml                                   |  6 +--
 README.md                                     |  3 +-
 modules.json                                  |  8 ++--
 modules/nf-core/multiqc/environment.yml       |  2 +-
 modules/nf-core/multiqc/main.nf               |  4 +-
 .../nf-core/multiqc/tests/main.nf.test.snap   | 12 +++---
 .../utils_nfcore_quantms_pipeline/main.nf     | 10 +++--
 .../tests/main.function.nf.test               |  2 +-
 .../tests/main.function.nf.test.snap          | 12 +++++-
 .../tests/main.workflow.nf.test               | 20 ++-------
 .../tests/nextflow.config                     |  2 +-
 .../tests/main.function.nf.test.snap          | 42 +++++++++++++++----
 .../tests/main.workflow.nf.test.snap          |  6 ++-
 .../tests/main.nf.test                        |  2 +-
 23 files changed, 99 insertions(+), 74 deletions(-)

diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 4ecfbfe3..b290e090 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -10,15 +10,7 @@
         "vscode": {
             // Set *default* container specific settings.json values on container create.
             "settings": {
-                "python.defaultInterpreterPath": "/opt/conda/bin/python",
-                "python.linting.enabled": true,
-                "python.linting.pylintEnabled": true,
-                "python.formatting.autopep8Path": "/opt/conda/bin/autopep8",
-                "python.formatting.yapfPath": "/opt/conda/bin/yapf",
-                "python.linting.flake8Path": "/opt/conda/bin/flake8",
-                "python.linting.pycodestylePath": "/opt/conda/bin/pycodestyle",
-                "python.linting.pydocstylePath": "/opt/conda/bin/pydocstyle",
-                "python.linting.pylintPath": "/opt/conda/bin/pylint"
+                "python.defaultInterpreterPath": "/opt/conda/bin/python"
             },
 
             // Add the IDs of extensions you want installed when the container is created.
diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md
index cbc724f3..de8d5a87 100644
--- a/.github/CONTRIBUTING.md
+++ b/.github/CONTRIBUTING.md
@@ -9,9 +9,8 @@ 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 ;)
 
-:::info
-If you need help using or modifying nf-core/quantms then the best place to ask is on the nf-core Slack [#quantms](https://nfcore.slack.com/channels/quantms) channel ([join our Slack here](https://nf-co.re/join/slack)).
-:::
+> [!NOTE]
+> If you need help using or modifying nf-core/quantms then the best place to ask is on the nf-core Slack [#quantms](https://nfcore.slack.com/channels/quantms) channel ([join our Slack here](https://nf-co.re/join/slack)).
 
 ## Contribution workflow
 
@@ -27,8 +26,11 @@ If you're not used to this workflow with git, you can start with some [docs from
 
 ## Tests
 
-You can optionally test your changes by running the pipeline locally. Then it is recommended to use the `debug` profile to
-receive warnings about process selectors and other debug info. Example: `nextflow run . -profile debug,test,docker --outdir <OUTDIR>`.
+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:
+
+```bash
+nf-test test --profile debug,test,docker --verbose
+```
 
 When you create a pull request with changes, [GitHub Actions](https://github.com/features/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.
@@ -90,7 +92,7 @@ Once there, use `nf-core schema build` to add to `nextflow_schema.json`.
 
 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.
 
-The process resources can be passed on to the tool dynamically within the process with the `${task.cpu}` and `${task.memory}` variables in the `script:` block.
+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
 
diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index e3148c43..6e6e8ffe 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -18,7 +18,7 @@ Learn more about contributing: [CONTRIBUTING.md](https://github.com/nf-core/quan
 - [ ] If you've added a new tool - have you followed the pipeline conventions in the [contribution docs](https://github.com/nf-core/quantms/tree/master/.github/CONTRIBUTING.md)
 - [ ] If necessary, also make a PR on the nf-core/quantms _branch_ on the [nf-core/test-datasets](https://github.com/nf-core/test-datasets) repository.
 - [ ] Make sure your code lints (`nf-core lint`).
-- [ ] Ensure the test suite passes (`nextflow run . -profile test,docker --outdir <OUTDIR>`).
+- [ ] Ensure the test suite passes (`nf-test test main.nf.test -profile test,docker`).
 - [ ] Check for unexpected warnings in debug mode (`nextflow run . -profile debug,test,docker --outdir <OUTDIR>`).
 - [ ] Usage Documentation in `docs/usage.md` is updated.
 - [ ] Output Documentation in `docs/output.md` is updated.
diff --git a/.github/workflows/awsfulltest.yml b/.github/workflows/awsfulltest.yml
index 54c75144..d47fb0e5 100644
--- a/.github/workflows/awsfulltest.yml
+++ b/.github/workflows/awsfulltest.yml
@@ -14,7 +14,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Launch workflow via tower
-        uses: seqeralabs/action-tower-launch@922e5c8d5ac4e918107ec311d2ebbd65e5982b3d # v2
+        uses: seqeralabs/action-tower-launch@v2
         # TODO nf-core: You can customise AWS full pipeline tests as required
         # Add full size test data (but still relatively small datasets for few samples)
         # on the `test_full.config` test runs with only one set of parameters
@@ -31,7 +31,7 @@ jobs:
             }
           profiles: test_full
 
-      - uses: actions/upload-artifact@5d5d22a31266ced268874388b861e4b58bb5c2f3 # v4
+      - uses: actions/upload-artifact@v4
         with:
           name: Tower debug log file
           path: |
diff --git a/.github/workflows/awstest.yml b/.github/workflows/awstest.yml
index a2ac3d51..fe39ac98 100644
--- a/.github/workflows/awstest.yml
+++ b/.github/workflows/awstest.yml
@@ -12,7 +12,7 @@ jobs:
     steps:
       # Launch workflow using Tower CLI tool action
       - name: Launch workflow via tower
-        uses: seqeralabs/action-tower-launch@922e5c8d5ac4e918107ec311d2ebbd65e5982b3d # v2
+        uses: seqeralabs/action-tower-launch@v2
         with:
           workspace_id: ${{ secrets.TOWER_WORKSPACE_ID }}
           access_token: ${{ secrets.TOWER_ACCESS_TOKEN }}
@@ -25,7 +25,7 @@ jobs:
             }
           profiles: test
 
-      - uses: actions/upload-artifact@5d5d22a31266ced268874388b861e4b58bb5c2f3 # v4
+      - uses: actions/upload-artifact@v4
         with:
           name: Tower debug log file
           path: |
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 2591d315..dda50a23 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -31,7 +31,7 @@ jobs:
         uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
 
       - name: Install Nextflow
-        uses: nf-core/setup-nextflow@b9f764e8ba5c76b712ace14ecbfcef0e40ae2dd8 # v1
+        uses: nf-core/setup-nextflow@v1
         with:
           version: "${{ matrix.NXF_VER }}"
 
diff --git a/.github/workflows/download_pipeline.yml b/.github/workflows/download_pipeline.yml
index f823210d..08622fd5 100644
--- a/.github/workflows/download_pipeline.yml
+++ b/.github/workflows/download_pipeline.yml
@@ -28,7 +28,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Install Nextflow
-        uses: nf-core/setup-nextflow@b9f764e8ba5c76b712ace14ecbfcef0e40ae2dd8 # v1
+        uses: nf-core/setup-nextflow@v1
 
       - uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5
         with:
diff --git a/.github/workflows/linting.yml b/.github/workflows/linting.yml
index 748b4311..073e1876 100644
--- a/.github/workflows/linting.yml
+++ b/.github/workflows/linting.yml
@@ -35,7 +35,7 @@ jobs:
         uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
 
       - name: Install Nextflow
-        uses: nf-core/setup-nextflow@b9f764e8ba5c76b712ace14ecbfcef0e40ae2dd8 # v1
+        uses: nf-core/setup-nextflow@v1
 
       - uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5
         with:
diff --git a/.github/workflows/release-announcements.yml b/.github/workflows/release-announcements.yml
index c3674af2..d468aeaa 100644
--- a/.github/workflows/release-announcements.yml
+++ b/.github/workflows/release-announcements.yml
@@ -12,7 +12,7 @@ jobs:
       - name: get topics and convert to hashtags
         id: get_topics
         run: |
-          curl -s https://nf-co.re/pipelines.json | jq -r '.remote_workflows[] | select(.name == "${{ github.repository }}") | .topics[]' | awk '{print "#"$0}' | tr '\n' ' ' > $GITHUB_OUTPUT
+          curl -s https://nf-co.re/pipelines.json | jq -r '.remote_workflows[] | select(.full_name == "${{ github.repository }}") | .topics[]' | awk '{print "#"$0}' | tr '\n' ' ' >> $GITHUB_OUTPUT
 
       - uses: rzr/fediverse-action@master
         with:
diff --git a/.gitpod.yml b/.gitpod.yml
index 363d5b1d..105a1821 100644
--- a/.gitpod.yml
+++ b/.gitpod.yml
@@ -10,13 +10,11 @@ tasks:
 
 vscode:
   extensions: # based on nf-core.nf-core-extensionpack
-    - codezombiech.gitignore # Language support for .gitignore files
-    # - cssho.vscode-svgviewer                 # SVG viewer
     - esbenp.prettier-vscode # Markdown/CommonMark linting and style checking for Visual Studio Code
-    - eamodio.gitlens # Quickly glimpse into whom, why, and when a line or code block was changed
     - 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
diff --git a/README.md b/README.md
index 9f80050f..99c71ee8 100644
--- a/README.md
+++ b/README.md
@@ -7,12 +7,13 @@
 
 [![GitHub Actions CI Status](https://github.com/nf-core/quantms/actions/workflows/ci.yml/badge.svg)](https://github.com/nf-core/quantms/actions/workflows/ci.yml)
 [![GitHub Actions Linting Status](https://github.com/nf-core/quantms/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/quantms/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/quantms/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.XXXXXXX-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.XXXXXXX)
+[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)
 
 [![Nextflow](https://img.shields.io/badge/nextflow%20DSL2-%E2%89%A523.04.0-23aa62.svg)](https://www.nextflow.io/)
 [![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)
 [![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)
 [![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)
-[![Launch on Nextflow Tower](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Nextflow%20Tower-%234256e7)](https://tower.nf/launch?pipeline=https://github.com/nf-core/quantms)
+[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://tower.nf/launch?pipeline=https://github.com/nf-core/quantms)
 
 [![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23quantms-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/quantms)[![Follow on Twitter](http://img.shields.io/badge/twitter-%40nf__core-1DA1F2?labelColor=000000&logo=twitter)](https://twitter.com/nf_core)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)
 
diff --git a/modules.json b/modules.json
index f3bb3e80..af3a2fc5 100644
--- a/modules.json
+++ b/modules.json
@@ -12,7 +12,7 @@
                     },
                     "multiqc": {
                         "branch": "master",
-                        "git_sha": "ccacf6f5de6df3bc6d73b665c1fd2933d8bbc290",
+                        "git_sha": "b7ebe95761cd389603f9cc0e0dc384c0f663815a",
                         "installed_by": ["modules"]
                     }
                 }
@@ -21,17 +21,17 @@
                 "nf-core": {
                     "utils_nextflow_pipeline": {
                         "branch": "master",
-                        "git_sha": "cd08c91373cd00a73255081340e4914485846ba1",
+                        "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
                         "installed_by": ["subworkflows"]
                     },
                     "utils_nfcore_pipeline": {
                         "branch": "master",
-                        "git_sha": "262b17ed2aad591039f914951659177e6c39a8d8",
+                        "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
                         "installed_by": ["subworkflows"]
                     },
                     "utils_nfvalidation_plugin": {
                         "branch": "master",
-                        "git_sha": "cd08c91373cd00a73255081340e4914485846ba1",
+                        "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
                         "installed_by": ["subworkflows"]
                     }
                 }
diff --git a/modules/nf-core/multiqc/environment.yml b/modules/nf-core/multiqc/environment.yml
index 2212096a..ca39fb67 100644
--- a/modules/nf-core/multiqc/environment.yml
+++ b/modules/nf-core/multiqc/environment.yml
@@ -4,4 +4,4 @@ channels:
   - bioconda
   - defaults
 dependencies:
-  - bioconda::multiqc=1.20
+  - bioconda::multiqc=1.21
diff --git a/modules/nf-core/multiqc/main.nf b/modules/nf-core/multiqc/main.nf
index 354f4430..47ac352f 100644
--- a/modules/nf-core/multiqc/main.nf
+++ b/modules/nf-core/multiqc/main.nf
@@ -3,8 +3,8 @@ process MULTIQC {
 
     conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/multiqc:1.20--pyhdfd78af_0' :
-        'biocontainers/multiqc:1.20--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/multiqc:1.21--pyhdfd78af_0' :
+        'biocontainers/multiqc:1.21--pyhdfd78af_0' }"
 
     input:
     path  multiqc_files, stageAs: "?/*"
diff --git a/modules/nf-core/multiqc/tests/main.nf.test.snap b/modules/nf-core/multiqc/tests/main.nf.test.snap
index c204b488..bfebd802 100644
--- a/modules/nf-core/multiqc/tests/main.nf.test.snap
+++ b/modules/nf-core/multiqc/tests/main.nf.test.snap
@@ -2,14 +2,14 @@
     "multiqc_versions_single": {
         "content": [
             [
-                "versions.yml:md5,d320d4c37e349c5588e07e7a31cd4186"
+                "versions.yml:md5,21f35ee29416b9b3073c28733efe4b7d"
             ]
         ],
         "meta": {
             "nf-test": "0.8.4",
             "nextflow": "23.10.1"
         },
-        "timestamp": "2024-02-14T09:28:51.744211298"
+        "timestamp": "2024-02-29T08:48:55.657331"
     },
     "multiqc_stub": {
         "content": [
@@ -17,25 +17,25 @@
                 "multiqc_report.html",
                 "multiqc_data",
                 "multiqc_plots",
-                "versions.yml:md5,d320d4c37e349c5588e07e7a31cd4186"
+                "versions.yml:md5,21f35ee29416b9b3073c28733efe4b7d"
             ]
         ],
         "meta": {
             "nf-test": "0.8.4",
             "nextflow": "23.10.1"
         },
-        "timestamp": "2024-02-14T09:29:28.847433492"
+        "timestamp": "2024-02-29T08:49:49.071937"
     },
     "multiqc_versions_config": {
         "content": [
             [
-                "versions.yml:md5,d320d4c37e349c5588e07e7a31cd4186"
+                "versions.yml:md5,21f35ee29416b9b3073c28733efe4b7d"
             ]
         ],
         "meta": {
             "nf-test": "0.8.4",
             "nextflow": "23.10.1"
         },
-        "timestamp": "2024-02-14T09:29:13.223621555"
+        "timestamp": "2024-02-29T08:49:25.457567"
     }
 }
\ No newline at end of file
diff --git a/subworkflows/local/utils_nfcore_quantms_pipeline/main.nf b/subworkflows/local/utils_nfcore_quantms_pipeline/main.nf
index dc90ad90..2a03b6fa 100644
--- a/subworkflows/local/utils_nfcore_quantms_pipeline/main.nf
+++ b/subworkflows/local/utils_nfcore_quantms_pipeline/main.nf
@@ -1,5 +1,5 @@
 //
-// Subworkflow with functionality specific to the nf-core/pipeline pipeline
+// Subworkflow with functionality specific to the nf-core/quantms pipeline
 //
 
 /*
@@ -152,7 +152,9 @@ workflow PIPELINE_COMPLETION {
 //
 def validateInputParameters() {
     genomeExistsError()
-}//
+}
+
+//
 // Validate channels from input samplesheet
 //
 def validateInputSamplesheet(input) {
@@ -190,7 +192,9 @@ def genomeExistsError() {
             "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
         error(error_string)
     }
-}//
+}
+
+//
 // Generate methods description for MultiQC
 //
 def toolCitationText() {
diff --git a/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test b/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test
index 8ed4310c..68718e4f 100644
--- a/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test
+++ b/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test
@@ -51,4 +51,4 @@ nextflow_function {
             )
         }
     }
-}
\ No newline at end of file
+}
diff --git a/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test.snap b/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test.snap
index db2030f8..e3f0baf4 100644
--- a/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test.snap
+++ b/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test.snap
@@ -3,10 +3,18 @@
         "content": [
             "v9.9.9"
         ],
-        "timestamp": "2024-01-19T11:32:36.031083"
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:02:05.308243"
     },
     "Test Function checkCondaChannels": {
         "content": null,
-        "timestamp": "2024-01-19T11:32:50.456"
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:02:12.425833"
     }
 }
\ No newline at end of file
diff --git a/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.workflow.nf.test b/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.workflow.nf.test
index f7c54bc6..ca964ce8 100644
--- a/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.workflow.nf.test
+++ b/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.workflow.nf.test
@@ -11,9 +11,6 @@ nextflow_workflow {
     test("Should run no inputs") {
 
         when {
-            params {
-                outdir = "tests/results"
-            }
             workflow {
                 """
                 print_version        = false
@@ -39,9 +36,6 @@ nextflow_workflow {
     test("Should print version") {
 
         when {
-            params {
-                outdir = "tests/results"
-            }
             workflow {
                 """
                 print_version        = true
@@ -68,19 +62,16 @@ nextflow_workflow {
     test("Should dump params") {
 
         when {
-            params {
-                outdir = "$outputDir"
-            }
             workflow {
                 """
                 print_version        = false
                 dump_parameters      = true
-                outdir               = params.outdir
+                outdir               = 'results'
                 check_conda_channels = false
 
                 input[0] = false
                 input[1] = true
-                input[2] = params.outdir
+                input[2] = outdir
                 input[3] = false
                 """
             }
@@ -96,19 +87,16 @@ nextflow_workflow {
     test("Should not create params JSON if no output directory") {
 
         when {
-            params {
-                outdir = "$outputDir"
-            }
             workflow {
                 """
                 print_version        = false
                 dump_parameters      = true
-                outdir               = params.outdir
+                outdir               = null
                 check_conda_channels = false
 
                 input[0] = false
                 input[1] = true
-                input[2] = null
+                input[2] = outdir
                 input[3] = false
                 """
             }
diff --git a/subworkflows/nf-core/utils_nextflow_pipeline/tests/nextflow.config b/subworkflows/nf-core/utils_nextflow_pipeline/tests/nextflow.config
index 53574ffe..d0a926bf 100644
--- a/subworkflows/nf-core/utils_nextflow_pipeline/tests/nextflow.config
+++ b/subworkflows/nf-core/utils_nextflow_pipeline/tests/nextflow.config
@@ -6,4 +6,4 @@ manifest {
     nextflowVersion  = '!>=23.04.0'
     version         = '9.9.9'
     doi             = 'https://doi.org/10.5281/zenodo.5070524'
-}
\ No newline at end of file
+}
diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test.snap b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test.snap
index 10f948e6..1037232c 100644
--- a/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test.snap
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test.snap
@@ -1,25 +1,41 @@
 {
     "Test Function checkProfileProvided": {
         "content": null,
-        "timestamp": "2024-02-09T15:43:55.145717"
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:03:03.360873"
     },
     "Test Function checkConfigProvided": {
         "content": [
             true
         ],
-        "timestamp": "2024-01-19T11:34:13.548431224"
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:02:59.729647"
     },
     "Test Function nfCoreLogo": {
         "content": [
             "\n\n-\u001b[2m----------------------------------------------------\u001b[0m-\n                                        \u001b[0;32m,--.\u001b[0;30m/\u001b[0;32m,-.\u001b[0m\n\u001b[0;34m        ___     __   __   __   ___     \u001b[0;32m/,-._.--~'\u001b[0m\n\u001b[0;34m  |\\ | |__  __ /  ` /  \\ |__) |__         \u001b[0;33m}  {\u001b[0m\n\u001b[0;34m  | \\| |       \\__, \\__/ |  \\ |___     \u001b[0;32m\\`-._,-`-,\u001b[0m\n                                        \u001b[0;32m`._,._,'\u001b[0m\n\u001b[0;35m  nextflow_workflow v9.9.9\u001b[0m\n-\u001b[2m----------------------------------------------------\u001b[0m-\n"
         ],
-        "timestamp": "2024-01-19T11:34:38.840454873"
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:03:10.562934"
     },
     "Test Function workflowCitation": {
         "content": [
             "If you use nextflow_workflow for your analysis please cite:\n\n* The pipeline\n  https://doi.org/10.5281/zenodo.5070524\n\n* The nf-core framework\n  https://doi.org/10.1038/s41587-020-0439-x\n\n* Software dependencies\n  https://github.com/nextflow_workflow/blob/master/CITATIONS.md"
         ],
-        "timestamp": "2024-01-19T11:34:22.24352016"
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:03:07.019761"
     },
     "Test Function without logColours": {
         "content": [
@@ -73,13 +89,21 @@
                 "biwhite": ""
             }
         ],
-        "timestamp": "2024-01-19T11:35:04.418416984"
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:03:17.969323"
     },
     "Test Function dashedLine": {
         "content": [
             "-\u001b[2m----------------------------------------------------\u001b[0m-"
         ],
-        "timestamp": "2024-01-19T11:34:55.420000755"
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:03:14.366181"
     },
     "Test Function with logColours": {
         "content": [
@@ -133,6 +157,10 @@
                 "biwhite": "\u001b[1;97m"
             }
         ],
-        "timestamp": "2024-01-19T11:35:13.436366565"
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:03:21.714424"
     }
 }
\ No newline at end of file
diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.workflow.nf.test.snap b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.workflow.nf.test.snap
index d07ce54c..859d1030 100644
--- a/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.workflow.nf.test.snap
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.workflow.nf.test.snap
@@ -10,6 +10,10 @@
                 ]
             }
         ],
-        "timestamp": "2024-01-19T11:35:22.538940073"
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:03:25.726491"
     }
 }
\ No newline at end of file
diff --git a/subworkflows/nf-core/utils_nfvalidation_plugin/tests/main.nf.test b/subworkflows/nf-core/utils_nfvalidation_plugin/tests/main.nf.test
index 517ee54e..5784a33f 100644
--- a/subworkflows/nf-core/utils_nfvalidation_plugin/tests/main.nf.test
+++ b/subworkflows/nf-core/utils_nfvalidation_plugin/tests/main.nf.test
@@ -197,4 +197,4 @@ nextflow_workflow {
             )
         }
     }
-}
\ No newline at end of file
+}

From 6d6626f5a45389627c006db3913c60547cbe4663 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 2 Mar 2024 16:31:45 +0800
Subject: [PATCH 069/264] update dda_id

---
 bin/mzml_statistics.py                 |  24 +++--
 bin/psm_conversion.py                  | 117 +++++++++++++++++++++++++
 conf/modules.config                    |  10 +++
 modules/local/extract_psm/main.nf      |  36 ++++++++
 modules/local/extract_psm/meta.yml     |  36 ++++++++
 modules/local/mzmlstatistics/main.nf   |   2 +
 modules/local/mzmlstatistics/meta.yml  |   4 +
 nextflow.config                        |   4 +
 nextflow_schema.json                   |  12 +++
 subworkflows/local/dda_id.nf           |  86 ++++++++++--------
 subworkflows/local/file_preparation.nf |   5 ++
 workflows/quantms.nf                   |   2 +-
 12 files changed, 295 insertions(+), 43 deletions(-)
 create mode 100644 bin/psm_conversion.py
 create mode 100644 modules/local/extract_psm/main.nf
 create mode 100644 modules/local/extract_psm/meta.yml

diff --git a/bin/mzml_statistics.py b/bin/mzml_statistics.py
index f4f0d298..00be4b4f 100755
--- a/bin/mzml_statistics.py
+++ b/bin/mzml_statistics.py
@@ -7,12 +7,12 @@
 import sys
 from pathlib import Path
 import sqlite3
-
+import re
 import pandas as pd
 from pyopenms import MSExperiment, MzMLFile
 
 
-def ms_dataframe(ms_path: str) -> None:
+def ms_dataframe(ms_path: str, id_only: bool = False) -> None:
     file_columns = [
         "SpectrumID",
         "MSLevel",
@@ -25,8 +25,9 @@ def ms_dataframe(ms_path: str) -> None:
         "AcquisitionDateTime",
     ]
 
-    def parse_mzml(file_name: str, file_columns: list):
+    def parse_mzml(file_name: str, file_columns: list, id_only: bool = False):
         info = []
+        psm_part_info = []
         exp = MSExperiment()
         acquisition_datetime = exp.getDateTime().get()
         MzMLFile().load(file_name, exp)
@@ -54,11 +55,23 @@ def parse_mzml(file_name: str, file_columns: list):
                 charge_state = spectrum.getPrecursors()[0].getCharge()
                 emz = spectrum.getPrecursors()[0].getMZ() if spectrum.getPrecursors()[0].getMZ() else None
                 info_list = [id_, MSLevel, charge_state, peak_per_ms, bpc, tic, rt, emz, acquisition_datetime]
+                mz_array = peaks_tuple[0]
+                intensity_array = peaks_tuple[1]
             else:
                 info_list = [id_, MSLevel, None, None, None, None, rt, None, acquisition_datetime]
 
+            if id_only and MSLevel == 2:
+                psm_part_info.append([re.findall(r"scan=(\d+)", id_)[0], MSLevel, mz_array, intensity_array])
             info.append(info_list)
 
+        if id_only and len(psm_part_info) > 0:
+            pd.DataFrame(psm_part_info, columns=["scan", "ms_level", "mz", "intensity"]).to_csv(
+                f"{Path(ms_path).stem}_spectrum_df.csv",
+                mode="w",
+                index=False,
+                header=True,
+            )
+
         return pd.DataFrame(info, columns=file_columns)
 
     def parse_bruker_d(file_name: str, file_columns: list):
@@ -139,7 +152,7 @@ def parse_bruker_d(file_name: str, file_columns: list):
     if Path(ms_path).suffix == ".d" and Path(ms_path).is_dir():
         ms_df = parse_bruker_d(ms_path, file_columns)
     elif Path(ms_path).suffix in [".mzML", ".mzml"]:
-        ms_df = parse_mzml(ms_path, file_columns)
+        ms_df = parse_mzml(ms_path, file_columns, id_only)
     else:
         msg = f"Unrecognized or inexistent mass spec file '{ms_path}'"
         raise RuntimeError(msg)
@@ -155,7 +168,8 @@ def parse_bruker_d(file_name: str, file_columns: list):
 
 def main():
     ms_path = sys.argv[1]
-    ms_dataframe(ms_path)
+    id_only = sys.argv[2]
+    ms_dataframe(ms_path, id_only)
 
 
 if __name__ == "__main__":
diff --git a/bin/psm_conversion.py b/bin/psm_conversion.py
new file mode 100644
index 00000000..c122a24f
--- /dev/null
+++ b/bin/psm_conversion.py
@@ -0,0 +1,117 @@
+#!/usr/bin/env python
+import numpy as np
+import pyopenms as oms
+import pandas as pd
+import re
+import os
+from pathlib import Path
+import sys
+
+_parquet_field = [
+    "sequence", "protein_accessions", "protein_start_positions", "protein_end_positions",
+    "modifications", "retention_time", "charge", "calc_mass_to_charge", "reference_file_name",
+    "scan_number", "peptidoform", "posterior_error_probability", "global_qvalue", "is_decoy",
+    "consensus_support", "mz_array", "intensity_array", "num_peaks", "search_engines", "id_scores", "hit_rank"
+]
+
+
+def mods_position(peptide):
+    pattern = re.compile(r"\((.*?)\)")
+    original_mods = pattern.findall(peptide)
+    peptide = re.sub(r"\(.*?\)", ".", peptide)
+    position = [i.start() for i in re.finditer(r"\.", peptide)]
+    for j in range(1, len(position)):
+        position[j] -= j
+
+    for k in range(0, len(original_mods)):
+        original_mods[k] = str(position[k]) + "-" + original_mods[k]
+
+    original_mods = [str(i) for i in original_mods] if len(original_mods) > 0 else np.nan
+
+    return original_mods
+
+
+def convert_psm(idxml, spectra_file, export_decoy_psm):
+    prot_ids = []
+    pep_ids = []
+    parquet_data = []
+    consensus_support = np.nan
+    mz_array = []
+    intensity_array = []
+    num_peaks = np.nan
+    id_scores = []
+    search_engines = []
+
+    oms.IdXMLFile().load(idxml, prot_ids, pep_ids)
+    if "ConsensusID" in prot_ids[0].getSearchEngine():
+        if prot_ids[0].getSearchParameters().metaValueExists("SE:MS-GF+"):
+            search_engines = ["MS-GF+"]
+        if prot_ids[0].getSearchParameters().metaValueExists("SE:Comet"):
+            search_engines.append("Comet")
+        if prot_ids[0].getSearchParameters().metaValueExists("SE:Sage"):
+            search_engines.append("Sage")
+    else:
+        search_engines = [prot_ids[0].getSearchEngine()]
+
+    reference_file_name = os.path.splitext(prot_ids[0].getMetaValue("spectra_data")[0].decode("UTF-8"))[0]
+    spectra_df = pd.read_csv(spectra_file) if spectra_file else None
+
+    for peptide_id in pep_ids:
+        retention_time = peptide_id.getRT()
+        calc_mass_to_charge = peptide_id.getMZ()
+        scan_number = int(re.findall(r"(spectrum|scan)=(\d+)", peptide_id.getMetaValue("spectrum_reference"))[0][1])
+
+        if isinstance(spectra_df, pd.DataFrame):
+            spectra = spectra_df[spectra_df["scan"] == scan_number]
+            mz_array = spectra["mz"].values[0]
+            intensity_array = spectra["intensity"].values[0]
+            num_peaks = len(mz_array)
+
+        for hit in peptide_id.getHits():
+            # if remove decoy when mapped to target+decoy?
+            is_decoy = 0 if hit.getMetaValue("target_decoy") == "target" else 1
+            if export_decoy_psm == "false" and is_decoy:
+                continue
+            global_qvalue = np.nan
+            if len(search_engines) > 1:
+                if "q-value" in peptide_id.getScoreType():
+                    global_qvalue = hit.getScore()
+                consensus_support = hit.getMetaValue("consensus_support")
+            elif search_engines == "Comet":
+                id_scores = ["Comet:Expectation value: " + str(hit.getScore())]
+            elif search_engines == "MS-GF+":
+                id_scores = ["MS-GF:SpecEValue: " + str(hit.getScore())]
+            elif search_engines == "Sage":
+                id_scores = ["Sage:hyperscore: " + str(hit.getScore())]
+
+            charge = hit.getCharge()
+            peptidoform = hit.getSequence().toString()
+            modifications = mods_position(peptidoform)
+            sequence = hit.getSequence().toUnmodifiedString()
+            protein_accessions = [ev.getProteinAccession() for ev in hit.getPeptideEvidences()]
+            posterior_error_probability = hit.getMetaValue("Posterior Error Probability_score")
+            protein_start_positions = [ev.getStart() for ev in hit.getPeptideEvidences()]
+            protein_end_positions = [ev.getEnd() for ev in hit.getPeptideEvidences()]
+            hit_rank = hit.getRank()
+
+            parquet_data.append([sequence, protein_accessions, protein_start_positions, protein_end_positions,
+                                 modifications, retention_time, charge, calc_mass_to_charge, reference_file_name,
+                                 scan_number, peptidoform, posterior_error_probability, global_qvalue, is_decoy,
+                                 consensus_support, mz_array, intensity_array, num_peaks, search_engines, id_scores,
+                                 hit_rank])
+
+    pd.DataFrame(parquet_data, columns=_parquet_field).to_csv(f"{Path(idxml).stem}_psm.csv",
+                                                              mode="w",
+                                                              index=False,
+                                                              header=True)
+
+
+def main():
+    idxml_path = sys.argv[1]
+    spectra_file = sys.argv[2]
+    export_decoy_psm = sys.argv[3]
+    convert_psm(idxml_path, spectra_file, export_decoy_psm)
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/conf/modules.config b/conf/modules.config
index 1f9ea163..c220be03 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -245,6 +245,16 @@ process {
         ]
     }
 
+    withName: '.*:DDA_ID:PSMFDRCONTROL:IDFILTER' {
+        ext.args    = "-score:pep \"$params.run_fdr_cutoff\""
+        ext.suffix  = '.idXML'
+        publishDir  = [
+            path: { "${params.outdir}/idfilter" },
+            mode: params.publish_dir_mode,
+            saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
+        ]
+    }
+
     // PROTEOMICSLFQ
     withName: '.*:LFQ:PROTEOMICSLFQ' {
         ext.args    = "-debug $params.plfq_debug"
diff --git a/modules/local/extract_psm/main.nf b/modules/local/extract_psm/main.nf
new file mode 100644
index 00000000..a640316a
--- /dev/null
+++ b/modules/local/extract_psm/main.nf
@@ -0,0 +1,36 @@
+process PSMCONVERSION {
+    tag "$meta.mzml_id"
+    label 'process_medium'
+
+    conda "bioconda::pyopenms=3.1.0"
+    if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
+        container "https://depot.galaxyproject.org/singularity/pyopenms:3.1.0--py39h9b8898c_0"
+    } else {
+        container "biocontainers/pyopenms:3.1.0--py39h9b8898c_0"
+    }
+
+    input:
+    tuple val(meta), path(idxml_file), path(spectrum_df)
+
+    output:
+    path "*_psm.csv", emit: psm_info
+    path "versions.yml", emit: version
+    path "*.log", emit: log
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.mzml_id}"
+
+
+    """
+    psm_conversion.py "${idxml_file}" \\
+        ${spectrum_df} \\
+        $params.export_decoy_psm \\
+        2>&1 | tee extract_idxml.log
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        pyopenms: \$(pip show pyopenms | grep "Version" | awk -F ': ' '{print \$2}')
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/extract_psm/meta.yml b/modules/local/extract_psm/meta.yml
new file mode 100644
index 00000000..faffb94f
--- /dev/null
+++ b/modules/local/extract_psm/meta.yml
@@ -0,0 +1,36 @@
+name: PSMCONVERSION
+description: A module to extract PSM information from idXML file
+keywords:
+  - PSM
+  - conversion
+tools:
+  - custom:
+      description: |
+        A custom module for PSM extraction.
+      homepage: https://github.com/bigbio/quantms
+      documentation: https://github.com/bigbio/quantms/tree/readthedocs
+input:
+  - idxml_file:
+      type: file
+      description: idXML identification file
+      pattern: "*.idXML"
+  - spectrum_df:
+      type: file
+      description: spectrum data file
+      pattern: "_spectrum_df.csv"
+  - meta:
+      type: map
+      description: Groovy Map containing sample information
+
+
+output:
+  - psm_info:
+      type: file
+      description: PSM csv file
+      pattern: "*_psm.csv"
+  - version:
+      type: file
+      description: File containing software version
+      pattern: "versions.yml"
+authors:
+  - "@daichengxin"
diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index f39c8bb6..51770947 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -15,6 +15,7 @@ process MZMLSTATISTICS {
 
     output:
     path "*_ms_info.tsv", emit: ms_statistics
+    tuple val(meta), path("*_spectrum_df.csv"), emit: spectrum_df
     path "versions.yml", emit: version
     path "*.log", emit: log
 
@@ -24,6 +25,7 @@ process MZMLSTATISTICS {
 
     """
     mzml_statistics.py "${ms_file}" \\
+        $params.id_only \\
         2>&1 | tee mzml_statistics.log
 
     cat <<-END_VERSIONS > versions.yml
diff --git a/modules/local/mzmlstatistics/meta.yml b/modules/local/mzmlstatistics/meta.yml
index d1fab0da..59a1b451 100644
--- a/modules/local/mzmlstatistics/meta.yml
+++ b/modules/local/mzmlstatistics/meta.yml
@@ -19,6 +19,10 @@ output:
       type: file
       description: mzMLs statistics file
       pattern: "*_mzml_info.tsv"
+  - spectrum_df:
+      type: file
+      description: spectrum data file
+      pattern: "_spectrum_df.csv"
   - version:
       type: file
       description: File containing software version
diff --git a/nextflow.config b/nextflow.config
index 6d36b41d..8cd10ce8 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -23,6 +23,7 @@ params {
     // Tools flags
     posterior_probabilities  = 'percolator'
     add_decoys               = false
+    skip_rescoring           = false
     search_engines           = 'comet'
     sage_processes           = 1
     run_fdr_cutoff           = 0.10
@@ -107,6 +108,9 @@ params {
     // IDPEP flags
     outlier_handling = "none"
 
+    // DDA_ID flags
+    export_decoy_psm   = true
+
     // Percolator flags
     train_FDR                    = 0.05
     test_FDR                     = 0.05
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 5ad64875..8375cfa3 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -64,6 +64,12 @@
                     "description": "Only perform identification subworkflow.",
                     "fa_icon": "far fa-check-square",
                     "help_text": "Only perform identification subworkflow for specific cases."
+                },
+                "export_decoy_psm": {
+                    "type": "boolean",
+                    "description": "Whether export PSM from decoy in final identification results",
+                    "fa_icon": "far fa-check-square",
+                    "help_text": "Whether export PSM from decoy in final identification results for dda_id subworkflow for specific cases."
                 }
             }
         },
@@ -422,6 +428,12 @@
             "description": "Choose between different rescoring/posterior probability calculation methods and set them up.",
             "default": "",
             "properties": {
+                "skip_rescoring": {
+                    "type": "boolean",
+                    "description": "Skip PSM rescoring steps for specific cases, such as studying pure search engine results and search engine ranks",
+                    "default": false,
+                    "fa_icon": "far fa-check-square"
+                },
                 "posterior_probabilities": {
                     "type": "string",
                     "description": "How to calculate posterior probabilities for PSMs:\n\n* 'percolator' = Re-score based on PSM-feature-based SVM and transform distance\n    to hyperplane for posteriors\n* 'fit_distributions' = Fit positive and negative distributions to scores\n    (similar to PeptideProphet)",
diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index 873ddf48..c98b1c55 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -5,19 +5,21 @@ include { DECOYDATABASE } from '../../modules/local/openms/decoydatabase/main'
 include { CONSENSUSID   } from '../../modules/local/openms/consensusid/main'
 include { EXTRACTPSMFEATURES } from '../../modules/local/openms/extractpsmfeatures/main'
 include { PERCOLATOR         } from '../../modules/local/openms/thirdparty/percolator/main'
+include { FALSEDISCOVERYRATE as FDRIDPEP } from '../../modules/local/openms/falsediscoveryrate/main'
+include { IDPEP                          } from '../../modules/local/openms/idpep/main'
+include { PSMCONVERSION                  } from '../../modules/local/extract_psm/main'
 
 //
 // SUBWORKFLOW: Consisting of a mix of local and nf-core/modules
 //
 include { DATABASESEARCHENGINES } from './databasesearchengines'
-include { PSMRESCORING          } from './psmrescoring'
 include { PSMFDRCONTROL         } from './psmfdrcontrol'
-include { PHOSPHOSCORING        } from './phosphoscoring'
 
 workflow DDA_ID {
     take:
     ch_file_preparation_results
     ch_database_wdecoy
+    ch_spectrum_data
 
     main:
 
@@ -44,49 +46,59 @@ workflow DDA_ID {
     //
     // SUBWORKFLOW: Rescoring
     //
-    if (params.posterior_probabilities == 'percolator') {
-        EXTRACTPSMFEATURES(ch_id_files_branched.nosage)
-        ch_id_files_feats = ch_id_files_branched.sage.mix(EXTRACTPSMFEATURES.out.id_files_feat)
-        ch_software_versions = ch_software_versions.mix(EXTRACTPSMFEATURES.out.version)
-        PERCOLATOR(ch_id_files_feats)
-        ch_software_versions = ch_software_versions.mix(PERCOLATOR.out.version)
-        ch_consensus_input = PERCOLATOR.out.id_files_perc
-    }
+    if (params.skip_rescoring == false) {
+        if (params.posterior_probabilities == 'percolator') {
+            EXTRACTPSMFEATURES(ch_id_files_branched.nosage)
+            ch_id_files_feats = ch_id_files_branched.sage.mix(EXTRACTPSMFEATURES.out.id_files_feat)
+            ch_software_versions = ch_software_versions.mix(EXTRACTPSMFEATURES.out.version)
+            PERCOLATOR(ch_id_files_feats)
+            ch_software_versions = ch_software_versions.mix(PERCOLATOR.out.version)
+            ch_consensus_input = PERCOLATOR.out.id_files_perc
+        }
 
 
-    if (params.posterior_probabilities != 'percolator') {
-        if (params.search_engines.split(",").size() == 1) {
-            FDRIDPEP(ch_id_files)
-            ch_software_versions = ch_software_versions.mix(FDRIDPEP.out.version)
-            ch_id_files = Channel.empty()
-            ch_fdridpep = FDRIDPEP.out.id_files_idx_ForIDPEP_FDR
+        if (params.posterior_probabilities != 'percolator') {
+            ch_fdridpep = Channel.empty()
+            if (params.search_engines.split(",").size() == 1) {
+                FDRIDPEP(ch_id_files)
+                ch_software_versions = ch_software_versions.mix(FDRIDPEP.out.version)
+                ch_id_files = Channel.empty()
+                ch_fdridpep = FDRIDPEP.out.id_files_idx_ForIDPEP_FDR
+            }
+            IDPEP(ch_fdridpep.mix(ch_id_files))
+            ch_software_versions = ch_software_versions.mix(IDPEP.out.version)
+            ch_consensus_input = IDPEP.out.id_files_ForIDPEP
         }
-        IDPEP(ch_fdridpep.mix(ch_id_files))
-        ch_software_versions = ch_software_versions.mix(IDPEP.out.version)
-        ch_consensus_input = IDPEP.out.id_files_ForIDPEP
-    }
 
-    //
-    // SUBWORKFLOW: PSMFDRCONTROL
-    //
-    ch_psmfdrcontrol     = Channel.empty()
-    ch_consensus_results = Channel.empty()
-    if (params.search_engines.split(",").size() > 1) {
-        CONSENSUSID(ch_consensus_input.groupTuple(size: params.search_engines.split(",").size()))
-        ch_software_versions = ch_software_versions.mix(CONSENSUSID.out.version.ifEmpty(null))
-        ch_psmfdrcontrol = CONSENSUSID.out.consensusids
-        ch_consensus_results = CONSENSUSID.out.consensusids
+        //
+        // SUBWORKFLOW: PSMFDRCONTROL
+        //
+        ch_psmfdrcontrol     = Channel.empty()
+        ch_consensus_results = Channel.empty()
+        if (params.search_engines.split(",").size() > 1) {
+            CONSENSUSID(ch_consensus_input.groupTuple(size: params.search_engines.split(",").size()))
+            ch_software_versions = ch_software_versions.mix(CONSENSUSID.out.version.ifEmpty(null))
+            ch_psmfdrcontrol = CONSENSUSID.out.consensusids
+            ch_consensus_results = CONSENSUSID.out.consensusids
+        } else {
+            ch_psmfdrcontrol = ch_consensus_input
+        }
+
+        PSMFDRCONTROL(ch_psmfdrcontrol)
+        ch_software_versions = ch_software_versions.mix(PSMFDRCONTROL.out.version.ifEmpty(null))
+
+        //
+        // Extract PSMs and export parquet format
+        //
+        ch_spectrum_data.view()
+        PSMFDRCONTROL.out.id_filtered.view()
+        PSMCONVERSION(PSMFDRCONTROL.out.id_filtered.combine(ch_spectrum_data, by: 0))
+
     } else {
-        ch_psmfdrcontrol = ch_consensus_input
+        PSMCONVERSION(ch_id_files.combine(ch_spectrum_data, by: 0))
     }
 
-    PSMFDRCONTROL(ch_psmfdrcontrol)
-    ch_software_versions = ch_software_versions.mix(PSMFDRCONTROL.out.version.ifEmpty(null))
-
 
     emit:
-    id_results              = PSMFDRCONTROL.out.id_filtered
-    psmrescoring_results    = ch_consensus_input
-    ch_consensus_results    = ch_consensus_results
     version                 = ch_software_versions
 }
diff --git a/subworkflows/local/file_preparation.nf b/subworkflows/local/file_preparation.nf
index 41d6e637..a2b73fa1 100644
--- a/subworkflows/local/file_preparation.nf
+++ b/subworkflows/local/file_preparation.nf
@@ -18,6 +18,7 @@ workflow FILE_PREPARATION {
     ch_results    = Channel.empty()
     ch_statistics = Channel.empty()
     ch_mqc_data   = Channel.empty()
+    ch_spectrum_df = Channel.empty()
 
     // Divide the compressed files
     ch_rawfiles
@@ -80,8 +81,11 @@ workflow FILE_PREPARATION {
         ch_results = indexed_mzml_bundle.mix(ch_branched_input.dotd)
     }
 
+
     MZMLSTATISTICS(ch_results)
     ch_statistics = ch_statistics.mix(MZMLSTATISTICS.out.ms_statistics.collect())
+    ch_spectrum_df = ch_spectrum_df.mix(MZMLSTATISTICS.out.spectrum_df)
+
     ch_versions = ch_versions.mix(MZMLSTATISTICS.out.version)
 
     if (params.openms_peakpicking) {
@@ -97,6 +101,7 @@ workflow FILE_PREPARATION {
     emit:
     results         = ch_results        // channel: [val(mzml_id), indexedmzml|.d.tar]
     statistics      = ch_statistics     // channel: [ *_ms_info.tsv ]
+    spectrum_data   = ch_spectrum_df    // channel: [val(mzml_id), *_spectrum_df.csv]
     version         = ch_versions       // channel: [ *.version.txt ]
 }
 
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index ccc1e486..e0772204 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -105,7 +105,7 @@ workflow QUANTMS {
     }
 
     if (params.id_only) {
-        DDA_ID( FILE_PREPARATION.out.results, ch_searchengine_in_db)
+        DDA_ID( FILE_PREPARATION.out.results, ch_searchengine_in_db, FILE_PREPARATION.out.spectrum_data)
         ch_versions = ch_versions.mix(DDA_ID.out.version.ifEmpty(null))
     } else {
         TMT(ch_fileprep_result.iso, CREATE_INPUT_CHANNEL.out.ch_expdesign, ch_searchengine_in_db)

From a8576dba96ae5e90b7453e757b9b34d6328b6279 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 2 Mar 2024 17:34:45 +0800
Subject: [PATCH 070/264] fixed

---
 bin/mzml_statistics.py             | 2 +-
 modules/local/extract_psm/meta.yml | 2 --
 2 files changed, 1 insertion(+), 3 deletions(-)

diff --git a/bin/mzml_statistics.py b/bin/mzml_statistics.py
index 00be4b4f..208ad3ab 100755
--- a/bin/mzml_statistics.py
+++ b/bin/mzml_statistics.py
@@ -61,7 +61,7 @@ def parse_mzml(file_name: str, file_columns: list, id_only: bool = False):
                 info_list = [id_, MSLevel, None, None, None, None, rt, None, acquisition_datetime]
 
             if id_only and MSLevel == 2:
-                psm_part_info.append([re.findall(r"scan=(\d+)", id_)[0], MSLevel, mz_array, intensity_array])
+                psm_part_info.append([re.findall(r"[scan|spectrum]=(\d+)", id_)[0], MSLevel, mz_array, intensity_array])
             info.append(info_list)
 
         if id_only and len(psm_part_info) > 0:
diff --git a/modules/local/extract_psm/meta.yml b/modules/local/extract_psm/meta.yml
index faffb94f..23586d7e 100644
--- a/modules/local/extract_psm/meta.yml
+++ b/modules/local/extract_psm/meta.yml
@@ -21,8 +21,6 @@ input:
   - meta:
       type: map
       description: Groovy Map containing sample information
-
-
 output:
   - psm_info:
       type: file

From 37a20cdaa3f5e5fd98517459b6a591cae5f05800 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Thu, 21 Mar 2024 11:06:09 +0000
Subject: [PATCH 071/264] sdrf-pipelines 0.0.24 -> 0.0.25

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 79c1cf66..2c7a34e5 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@
 
 [![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/quantms/results)[![Cite with Zenodo](https://img.shields.io/badge/DOI-10.5281/zenodo.7754148-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.7754148)
 [![GitHub Actions CI Status](https://github.com/nf-core/quantms/actions/workflows/ci.yml/badge.svg)](https://github.com/nf-core/quantms/actions/workflows/ci.yml)
-[![GitHub Actions Linting Status](https://github.com/nf-core/quantms/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/quantms/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/quantms/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.XXXXXXX-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.XXXXXXX)
+[![GitHub Actions Linting Status](https://github.com/nf-core/quantms/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/quantms/actions/workflows/linting.yml)[![AWS CI](https://img.shields.io/badge/CI%20tests-full%20size-FF9900?labelColor=000000&logo=Amazon%20AWS)](https://nf-co.re/quantms/results)[![Cite with Zenodo](https://img.shields.io/badge/DOI-10.5281/zenodo.7754148-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.7754148)
 [![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)
 
 [![Nextflow](https://img.shields.io/badge/nextflow%20DSL2-%E2%89%A523.04.0-23aa62.svg)](https://www.nextflow.io/)

From a7205a4ab449d792766942f9ae7aeed6d54b3d65 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Fri, 22 Mar 2024 09:30:34 +0000
Subject: [PATCH 072/264] Update
 modules/local/diann_preliminary_analysis/main.nf

Co-authored-by: Julianus Pfeuffer <julianus.pfeuffer@pfizer.com>
---
 modules/local/diann_preliminary_analysis/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/diann_preliminary_analysis/main.nf b/modules/local/diann_preliminary_analysis/main.nf
index 63f311db..fe995ece 100644
--- a/modules/local/diann_preliminary_analysis/main.nf
+++ b/modules/local/diann_preliminary_analysis/main.nf
@@ -43,7 +43,7 @@ process DIANN_PRELIMINARY_ANALYSIS {
     # Precursor Tolerance unit was: ${meta['precursormasstoleranceunit']}
     # Fragment Tolerance unit was: ${meta['fragmentmasstoleranceunit']}
 
-    # Final mas accuracy is '${mass_acc}'
+    # Final mass accuracy is '${mass_acc}'
 
     diann   --lib ${predict_library} \\
             --f ${ms_file} \\

From d125eb43a41dc808d36e58c88dcc6d2e34bb2e21 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 23 Mar 2024 06:21:00 +0000
Subject: [PATCH 073/264] pmultiqc 0.0.25

---
 modules/local/pmultiqc/main.nf | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/modules/local/pmultiqc/main.nf b/modules/local/pmultiqc/main.nf
index 3fcfb6ed..9b3ebd3c 100644
--- a/modules/local/pmultiqc/main.nf
+++ b/modules/local/pmultiqc/main.nf
@@ -1,11 +1,11 @@
 process PMULTIQC {
     label 'process_high'
 
-    conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.24"
+    conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.25"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
         container "https://depot.galaxyproject.org/singularity/pmultiqc:0.0.25--pyhdfd78af_0"
     } else {
-        container "biocontainers/pmultiqc:0.0.24--pyhdfd78af_0"
+        container "biocontainers/pmultiqc:0.0.25--pyhdfd78af_0"
     }
 
     input:

From 2b4fc1db14cb2197abfb8221840ff09fee873efa Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 23 Mar 2024 07:36:14 +0000
Subject: [PATCH 074/264] pmultiqc 0.0.25

---
 modules/local/pmultiqc/main.nf | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/modules/local/pmultiqc/main.nf b/modules/local/pmultiqc/main.nf
index 9b3ebd3c..8b6ad192 100644
--- a/modules/local/pmultiqc/main.nf
+++ b/modules/local/pmultiqc/main.nf
@@ -1,11 +1,11 @@
 process PMULTIQC {
     label 'process_high'
 
-    conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.25"
+    conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.24"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/pmultiqc:0.0.25--pyhdfd78af_0"
+        container "https://depot.galaxyproject.org/singularity/pmultiqc:0.0.24--pyhdfd78af_0"
     } else {
-        container "biocontainers/pmultiqc:0.0.25--pyhdfd78af_0"
+        container "biocontainers/pmultiqc:0.0.24--pyhdfd78af_0"
     }
 
     input:

From 76f73be736942785ba677dfb61d4b7eefba94258 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sun, 24 Mar 2024 17:55:18 +0800
Subject: [PATCH 075/264] add ms2score

---
 bin/ms2rescore_cli.py                         | 174 ++++++++++++++++++
 bin/psm_conversion.py                         |   5 +-
 conf/modules.config                           |  14 ++
 modules/local/ms2rescore/main.nf              |  55 ++++++
 modules/local/ms2rescore/meta.yml             |  38 ++++
 .../local/openms/extractpsmfeatures/main.nf   |   4 +-
 nextflow.config                               |   6 +
 subworkflows/local/dda_id.nf                  |  20 +-
 subworkflows/local/psmrescoring.nf            |   2 +-
 9 files changed, 308 insertions(+), 10 deletions(-)
 create mode 100644 bin/ms2rescore_cli.py
 create mode 100644 modules/local/ms2rescore/main.nf
 create mode 100644 modules/local/ms2rescore/meta.yml

diff --git a/bin/ms2rescore_cli.py b/bin/ms2rescore_cli.py
new file mode 100644
index 00000000..1298dd38
--- /dev/null
+++ b/bin/ms2rescore_cli.py
@@ -0,0 +1,174 @@
+#!/usr/bin/env python
+
+import sys
+import click
+import importlib.resources
+import json
+import logging
+from typing import List
+
+import pandas as pd
+
+from ms2rescore import rescore, package_data
+from psm_utils.io.idxml import IdXMLReader, IdXMLWriter
+from psm_utils import PSMList
+import pyopenms as oms
+
+logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s")
+
+
+def parse_cli_arguments_to_config(**kwargs):
+    """Update default MS²Rescore config with CLI arguments"""
+    config = json.load(importlib.resources.open_text(package_data, "config_default.json"))
+
+    for key, value in kwargs.items():
+        # Skip these arguments since they need to set in a nested dict of feature_generators
+        if key in ["ms2pip_model", "ms2_tolerance", "rng", "calibration_set_size"]:
+            continue
+
+        elif key == "feature_generators":
+            feature_generators = value.split(",")
+            # Reset feature generator dict since there might be default generators we don't want
+            config["ms2rescore"]["feature_generators"] = {}
+            if "basic" in feature_generators:
+                config["ms2rescore"]["feature_generators"]["basic"] = {}
+            if "ms2pip" in feature_generators:
+                config["ms2rescore"]["feature_generators"]["ms2pip"] = {
+                    "model": kwargs["ms2pip_model"],
+                    "ms2_tolerance": kwargs["ms2_tolerance"],
+                }
+            if "deeplc" in feature_generators:
+                config["ms2rescore"]["feature_generators"]["deeplc"] = {
+                    "deeplc_retrain": False,
+                    "calibration_set_size": kwargs["calibration_set_size"],
+                }
+            if "maxquant" in feature_generators:
+                config["ms2rescore"]["feature_generators"]["maxquant"] = {}
+            if "ionmob" in feature_generators:
+                config["ms2rescore"]["feature_generators"]["ionmob"] = {}
+
+        elif key == "rescoring_engine":
+            # Reset rescoring engine dict we want to allow only computing features
+            config["ms2rescore"]["rescoring_engine"] = {}
+            if value == "mokapot":
+                config["ms2rescore"]["rescoring_engine"]["mokapot"] = {
+                    "write_weights": True,
+                    "write_txt": False,
+                    "write_flashlfq": False,
+                    "rng": kwargs["rng"],
+                    "max_workers": kwargs["processes"],
+                }
+            if value == "percolator":
+                logging.info(
+                    "Percolator rescoring engine has been specified. Use the idXML containing rescoring features and run Percolator in a separate step."
+                )
+                continue
+
+        else:
+            config["ms2rescore"][key] = value
+
+    return config
+
+
+def rescore_idxml(input_file, output_file, config) -> None:
+    """Rescore PSMs in an idXML file and keep other information unchanged."""
+    # Read PSMs
+    reader = IdXMLReader(input_file)
+    psm_list = reader.read_file()
+
+    # Rescore
+    rescore(config, psm_list)
+
+    # Filter out PeptideHits within PeptideIdentification(s) that could not be processed by all feature generators
+    peptide_ids_filtered = filter_out_artifact_psms(psm_list, reader.peptide_ids)
+
+    # Write
+    writer = IdXMLWriter(output_file, reader.protein_ids, peptide_ids_filtered)
+    writer.write_file(psm_list)
+
+
+def filter_out_artifact_psms(
+    psm_list: PSMList, peptide_ids: List[oms.PeptideIdentification]
+) -> List[oms.PeptideIdentification]:
+    """Filter out PeptideHits that could not be processed by all feature generators"""
+    num_mandatory_features = max([len(psm.rescoring_features) for psm in psm_list])
+    new_psm_list = PSMList(psm_list=[psm for psm in psm_list if len(psm.rescoring_features) == num_mandatory_features])
+
+    # get differing peptidoforms of both psm lists
+    psm_list_peptides = set([next(iter(psm.provenance_data.items()))[1] for psm in psm_list])
+    new_psm_list_peptides = set([next(iter(psm.provenance_data.items()))[1] for psm in new_psm_list])
+    not_supported_peptides = psm_list_peptides - new_psm_list_peptides
+
+    # no need to filter if all peptides are supported
+    if len(not_supported_peptides) == 0:
+        return peptide_ids
+    # Create new peptide ids and filter out not supported peptides
+    new_peptide_ids = []
+    for peptide_id in peptide_ids:
+        new_hits = []
+        for hit in peptide_id.getHits():
+            if hit.getSequence().toString() in not_supported_peptides:
+                continue
+            new_hits.append(hit)
+        if len(new_hits) == 0:
+            continue
+        peptide_id.setHits(new_hits)
+        new_peptide_ids.append(peptide_id)
+    logging.info(
+        f"Removed {len(psm_list_peptides) - len(new_psm_list_peptides)} PSMs. Peptides not supported: {not_supported_peptides}"
+    )
+    return new_peptide_ids
+
+
+@click.command()
+@click.option(
+    "-p", "--psm_file", help="Path to PSM file (PIN, mzIdentML, MaxQuant msms, X!Tandem XML, idXML)", required=True
+)
+@click.option(
+    "-s",
+    "--spectrum_path",
+    help="Path to MGF/mzML spectrum file or directory with spectrum files (default: derived from identification file)",
+    required=True,
+)
+@click.option(
+    "-o", "--output_path", help="Path and stem for output file names (default: derive from identification file)"
+)
+@click.option("-l", "--log_level", help="Logging level (default: `info`)", default="info")
+@click.option("-n", "--processes", help="Number of parallel processes available to MS²Rescore", type=int, default=16)
+@click.option("-f", "--fasta_file", help="Path to FASTA file")
+@click.option(
+    "-fg",
+    "--feature_generators",
+    help="Comma-separated list of feature generators to use (default: `ms2pip,deeplc`). See ms2rescore doc for further information",
+    default="",
+)
+@click.option("-pipm", "--ms2pip_model", help="MS²PIP model (default: `Immuno-HCD`)", type=str, default="Immuno-HCD")
+@click.option(
+    "-ms2tol", "--ms2_tolerance", help="Fragment mass tolerance [Da](default: `0.02`)", type=float, default=0.02
+)
+@click.option(
+    "-cs",
+    "--calibration_set_size",
+    help="Percentage of number of calibration set for DeepLC (default: `0.15`)",
+    default=0.15,
+)
+@click.option("-re", "--rescoring_engine", help="Either mokapot or percolator (default: `mokapot`)", default="mokapot")
+@click.option(
+    "-rng", "--rng", help="Seed for mokapot's random number generator (default: `4711`)", type=int, default=4711
+)
+@click.option("-d", "--id_decoy_pattern", help="Regex decoy pattern (default: `DECOY_`)", default="^DECOY_")
+@click.option(
+    "-lsb",
+    "--lower_score_is_better",
+    help="Interpretation of primary search engine score (default: True)",
+    default=True,
+)
+def main(**kwargs):
+    config = parse_cli_arguments_to_config(**kwargs)
+    logging.info("MS²Rescore config:")
+    logging.info(config)
+    rescore_idxml(kwargs["psm_file"], kwargs["output_path"], config)
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/bin/psm_conversion.py b/bin/psm_conversion.py
index c122a24f..75793d0c 100644
--- a/bin/psm_conversion.py
+++ b/bin/psm_conversion.py
@@ -1,4 +1,5 @@
 #!/usr/bin/env python
+
 import numpy as np
 import pyopenms as oms
 import pandas as pd
@@ -63,8 +64,8 @@ def convert_psm(idxml, spectra_file, export_decoy_psm):
 
         if isinstance(spectra_df, pd.DataFrame):
             spectra = spectra_df[spectra_df["scan"] == scan_number]
-            mz_array = spectra["mz"].values[0]
-            intensity_array = spectra["intensity"].values[0]
+            mz_array = spectra["mz"].values
+            intensity_array = spectra["intensity"].values
             num_peaks = len(mz_array)
 
         for hit in peptide_id.getHits():
diff --git a/conf/modules.config b/conf/modules.config
index c220be03..c1d1fc5b 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -270,4 +270,18 @@ process {
         ]
     }
 
+    withName: 'MS2RESCORE' {
+        ext.args   = [
+            "--ms2_tolerance ${2 * params.fragment_mass_tolerance}",
+            "--ms2pip_model ${params.ms2pip_model}",
+            "--rescoring_engine ${params.posterior_probabilities}",
+            params.feature_generators.trim() ? "--feature_generators ${params.feature_generators}" : ''
+        ].join(' ').trim()
+        publishDir  = [
+            path: { "${params.outdir}/${task.process.tokenize(':')[-1].toLowerCase()}" },
+            mode: params.publish_dir_mode,
+            saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
+        ]
+    }
+
 }
diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
new file mode 100644
index 00000000..a1e049a7
--- /dev/null
+++ b/modules/local/ms2rescore/main.nf
@@ -0,0 +1,55 @@
+process MS2RESCORE {
+    tag "$meta.mzml_id"
+    label 'process_high'
+
+    conda "bioconda::ms2rescore=3.0.1"
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/ms2rescore:3.0.1--pyhdfd78af_2':
+        'biocontainers/ms2rescore:3.0.1--pyhdfd78af_2' }"
+
+    // userEmulation settings when docker is specified
+    containerOptions = (workflow.containerEngine == 'docker') ? '-u $(id -u) -e "HOME=${HOME}" -v /etc/passwd:/etc/passwd:ro -v /etc/shadow:/etc/shadow:ro -v /etc/group:/etc/group:ro -v $HOME:$HOME' : ''
+
+    input:
+    tuple val(meta), path(idxml), path(mzml)
+
+    output:
+    tuple val(meta), path("*ms2rescore.idXML") , emit: idxml
+    tuple val(meta), path("*feature_names.tsv"), emit: feature_names
+    tuple val(meta), path("*.html" )           , optional:true, emit: html
+    path "versions.yml"                        , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.mzml_id}_ms2rescore"
+
+    """
+    ms2rescore_cli.py \\
+        --psm_file $idxml \\
+        --spectrum_path . \\
+        --output_path ${idxml.baseName}_ms2rescore.idXML \\
+        --processes $task.cpus \\
+        $args
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        MS²Rescore: \$(echo \$(ms2rescore --version 2>&1) | grep -oP 'MS²Rescore \\(v\\K[^\\)]+' ))
+    END_VERSIONS
+    """
+
+    stub:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}_ms2rescore"
+
+    """
+    touch ${prefix}.idXML
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        MS²Rescore: \$(echo \$(ms2rescore --version 2>&1) | grep -oP 'MS²Rescore \\(v\\K[^\\)]+' ))
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/ms2rescore/meta.yml b/modules/local/ms2rescore/meta.yml
new file mode 100644
index 00000000..887c3a04
--- /dev/null
+++ b/modules/local/ms2rescore/meta.yml
@@ -0,0 +1,38 @@
+name: MS2RESCORE
+description: A module to perform MS2 rescoring step
+keywords:
+  - MS2
+  - rescoring
+tools:
+  - custom:
+      description: |
+        A custom module for MS2 rescoring.
+      homepage: https://github.com/bigbio/quantms
+      documentation: https://github.com/bigbio/quantms/tree/readthedocs
+input:
+  - idxml_file:
+      type: file
+      description: idXML identification file
+      pattern: "*.idXML"
+  - mzml:
+      type: file
+      description: spectrum data file
+      pattern: "*.mzML"
+  - meta:
+      type: map
+      description: Groovy Map containing sample information
+output:
+  - idxml:
+      type: file
+      description: idXML identification file after MS2 rescoring
+      pattern: "*.idXML"
+  - feature_names:
+      type: file
+      description: File containing feature names
+      pattern: "*feature_names.tsv"
+  - version:
+      type: file
+      description: File containing software version
+      pattern: "versions.yml"
+authors:
+  - "@daichengxin"
diff --git a/modules/local/openms/extractpsmfeatures/main.nf b/modules/local/openms/extractpsmfeatures/main.nf
index a9ff73b1..b430fc2c 100644
--- a/modules/local/openms/extractpsmfeatures/main.nf
+++ b/modules/local/openms/extractpsmfeatures/main.nf
@@ -10,7 +10,7 @@ process EXTRACTPSMFEATURES {
         'biocontainers/openms-thirdparty:3.1.0--h9ee0642_1' }"
 
     input:
-    tuple val(meta), path(id_file)
+    tuple val(meta), path(id_file), path(extra_feat)
 
     output:
     tuple val(meta), path("${id_file.baseName}_feat.idXML"), emit: id_files_feat
@@ -20,12 +20,14 @@ process EXTRACTPSMFEATURES {
     script:
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.mzml_id}"
+    def feature = (params.ms2rescore == true) && (params.id_only == true) ? "-extra ${extra_feat}" : ""
 
     """
     PSMFeatureExtractor \\
         -in ${id_file} \\
         -out ${id_file.baseName}_feat.idXML \\
         -threads $task.cpus \\
+        -extra ${feature} \\
         $args \\
         2>&1 | tee ${id_file.baseName}_extract_psm_feature.log
 
diff --git a/nextflow.config b/nextflow.config
index 8cd10ce8..05d9436f 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -101,6 +101,12 @@ params {
     min_fr_mz                     = null
     max_fr_mz                     = null
 
+    // MSRESCORE flags
+    ms2rescore                      = false
+    ms2pip_model                    = 'HCD2021'
+    feature_generators              = 'deeplc,ms2pip'
+    deeplc_calibration_set_size     = 0.15
+
     // PeptideIndexer flags
     IL_equivalent    = true
     unmatched_action = "warn"
diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index c98b1c55..119ceefa 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -8,6 +8,7 @@ include { PERCOLATOR         } from '../../modules/local/openms/thirdparty/perco
 include { FALSEDISCOVERYRATE as FDRIDPEP } from '../../modules/local/openms/falsediscoveryrate/main'
 include { IDPEP                          } from '../../modules/local/openms/idpep/main'
 include { PSMCONVERSION                  } from '../../modules/local/extract_psm/main'
+include { MS2RESCORE                     } from '../../modules/local/ms2rescore/main'
 
 //
 // SUBWORKFLOW: Consisting of a mix of local and nf-core/modules
@@ -39,7 +40,7 @@ workflow DDA_ID {
         sage: filename.name.contains('sage')
             return [meta, filename]
         nosage: true
-            return [meta, filename]
+            return [meta, filename, []]
     }.set{ch_id_files_branched}
 
 
@@ -48,9 +49,18 @@ workflow DDA_ID {
     //
     if (params.skip_rescoring == false) {
         if (params.posterior_probabilities == 'percolator') {
-            EXTRACTPSMFEATURES(ch_id_files_branched.nosage)
-            ch_id_files_feats = ch_id_files_branched.sage.mix(EXTRACTPSMFEATURES.out.id_files_feat)
-            ch_software_versions = ch_software_versions.mix(EXTRACTPSMFEATURES.out.version)
+            if (params.ms2rescore == true) {
+                MS2RESCORE(ch_id_files.combine(ch_file_preparation_results, by: 0))
+                ch_software_versions = ch_software_versions.mix(MS2RESCORE.out.versions)
+                EXTRACTPSMFEATURES(MS2RESCORE.out.idxml.join(MS2RESCORE.out.feature_names))
+                ch_id_files_feats = EXTRACTPSMFEATURES.out.id_files_feat
+                ch_software_versions = ch_software_versions.mix(EXTRACTPSMFEATURES.out.version)
+            } else {
+                EXTRACTPSMFEATURES(ch_id_files_branched.nosage)
+                ch_id_files_feats = ch_id_files_branched.sage.mix(EXTRACTPSMFEATURES.out.id_files_feat)
+                ch_software_versions = ch_software_versions.mix(EXTRACTPSMFEATURES.out.version)
+            }
+
             PERCOLATOR(ch_id_files_feats)
             ch_software_versions = ch_software_versions.mix(PERCOLATOR.out.version)
             ch_consensus_input = PERCOLATOR.out.id_files_perc
@@ -90,8 +100,6 @@ workflow DDA_ID {
         //
         // Extract PSMs and export parquet format
         //
-        ch_spectrum_data.view()
-        PSMFDRCONTROL.out.id_filtered.view()
         PSMCONVERSION(PSMFDRCONTROL.out.id_filtered.combine(ch_spectrum_data, by: 0))
 
     } else {
diff --git a/subworkflows/local/psmrescoring.nf b/subworkflows/local/psmrescoring.nf
index 7bc89d98..9f243c87 100644
--- a/subworkflows/local/psmrescoring.nf
+++ b/subworkflows/local/psmrescoring.nf
@@ -21,7 +21,7 @@ workflow PSMRESCORING {
             sage: filename.name.contains('sage')
                 return [meta, filename]
             nosage: true
-                return [meta, filename]
+                return [meta, filename, []]
         }.set{ch_id_files_branched}
         EXTRACTPSMFEATURES(ch_id_files_branched.nosage)
         ch_id_files_feats = ch_id_files_branched.sage.mix(EXTRACTPSMFEATURES.out.id_files_feat)

From 192ad038a2654326e6599b32a1379a75ce559bfa Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sun, 24 Mar 2024 18:24:24 +0800
Subject: [PATCH 076/264] fixed

---
 nextflow.config      |  1 -
 nextflow_schema.json | 18 ++++++++++++++++++
 2 files changed, 18 insertions(+), 1 deletion(-)

diff --git a/nextflow.config b/nextflow.config
index 05d9436f..876659e4 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -105,7 +105,6 @@ params {
     ms2rescore                      = false
     ms2pip_model                    = 'HCD2021'
     feature_generators              = 'deeplc,ms2pip'
-    deeplc_calibration_set_size     = 0.15
 
     // PeptideIndexer flags
     IL_equivalent    = true
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 8375cfa3..0248a2ce 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -434,6 +434,24 @@
                     "default": false,
                     "fa_icon": "far fa-check-square"
                 },
+                "ms2rescore": {
+                    "type": "boolean",
+                    "description": "Whether performing peptide identification rescoring with LC-MS predictors such as MS²PIP and DeepLC.",
+                    "default": false,
+                    "fa_icon": "far fa-check-square"
+                },
+                "ms2pip_model": {
+                    "type": "string",
+                    "description": "Which deep learning model to generate feature.",
+                    "fa_icon": "fas fa-font",
+                    "default": "HCD2021"
+                },
+                "feature_generators": {
+                    "type": "string",
+                    "description": "Which feature generator to generate feature.",
+                    "fa_icon": "fas fa-font",
+                    "default": "deeplc,ms2pip"
+                },
                 "posterior_probabilities": {
                     "type": "string",
                     "description": "How to calculate posterior probabilities for PSMs:\n\n* 'percolator' = Re-score based on PSM-feature-based SVM and transform distance\n    to hyperplane for posteriors\n* 'fit_distributions' = Fit positive and negative distributions to scores\n    (similar to PeptideProphet)",

From fef3595027c50723e0d88ed4172e318d2090f256 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 25 Mar 2024 16:45:22 +0000
Subject: [PATCH 077/264] pmultiqc 0.0.25

---
 modules/local/openms/thirdparty/searchenginesage/main.nf | 1 +
 1 file changed, 1 insertion(+)

diff --git a/modules/local/openms/thirdparty/searchenginesage/main.nf b/modules/local/openms/thirdparty/searchenginesage/main.nf
index 8257b801..89150ca1 100644
--- a/modules/local/openms/thirdparty/searchenginesage/main.nf
+++ b/modules/local/openms/thirdparty/searchenginesage/main.nf
@@ -50,6 +50,7 @@ process SEARCHENGINESAGE {
         -fragment_tol_unit $meta.fragmentmasstoleranceunit \\
         -fixed_modifications ${meta.fixedmodifications.tokenize(',').collect{ "'${it}'" }.join(" ") } \\
         -variable_modifications ${meta.variablemodifications.tokenize(',').collect{ "'${it}'" }.join(" ") } \\
+        -charge "$params.min_precursor_charge $params.max_precursor_charge" \\
         -max_variable_mods $params.max_mods \\
         -isotope_error_range $params.isotope_error_range \\
         ${il_equiv} \\

From 0dc94b507ee81f276de375fc01686b1c52f18e68 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 25 Mar 2024 16:54:23 +0000
Subject: [PATCH 078/264] SAGE charges

---
 modules/local/openms/thirdparty/searchenginesage/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/openms/thirdparty/searchenginesage/main.nf b/modules/local/openms/thirdparty/searchenginesage/main.nf
index 89150ca1..db1e4277 100644
--- a/modules/local/openms/thirdparty/searchenginesage/main.nf
+++ b/modules/local/openms/thirdparty/searchenginesage/main.nf
@@ -50,7 +50,7 @@ process SEARCHENGINESAGE {
         -fragment_tol_unit $meta.fragmentmasstoleranceunit \\
         -fixed_modifications ${meta.fixedmodifications.tokenize(',').collect{ "'${it}'" }.join(" ") } \\
         -variable_modifications ${meta.variablemodifications.tokenize(',').collect{ "'${it}'" }.join(" ") } \\
-        -charge "$params.min_precursor_charge $params.max_precursor_charge" \\
+        -charges "$params.min_precursor_charge $params.max_precursor_charge" \\
         -max_variable_mods $params.max_mods \\
         -isotope_error_range $params.isotope_error_range \\
         ${il_equiv} \\

From 3bf668d1a9f70a86682815d2494226f56a806fb9 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 25 Mar 2024 17:03:55 +0000
Subject: [PATCH 079/264] SAGE charges

---
 modules/local/openms/thirdparty/searchenginesage/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/openms/thirdparty/searchenginesage/main.nf b/modules/local/openms/thirdparty/searchenginesage/main.nf
index db1e4277..ba512f4f 100644
--- a/modules/local/openms/thirdparty/searchenginesage/main.nf
+++ b/modules/local/openms/thirdparty/searchenginesage/main.nf
@@ -50,7 +50,7 @@ process SEARCHENGINESAGE {
         -fragment_tol_unit $meta.fragmentmasstoleranceunit \\
         -fixed_modifications ${meta.fixedmodifications.tokenize(',').collect{ "'${it}'" }.join(" ") } \\
         -variable_modifications ${meta.variablemodifications.tokenize(',').collect{ "'${it}'" }.join(" ") } \\
-        -charges "$params.min_precursor_charge $params.max_precursor_charge" \\
+        -charges "[$params.min_precursor_charge $params.max_precursor_charge]" \\
         -max_variable_mods $params.max_mods \\
         -isotope_error_range $params.isotope_error_range \\
         ${il_equiv} \\

From 4549fb8068c50d5e549b674c54cba9bebc6e6f3f Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 25 Mar 2024 20:35:45 +0000
Subject: [PATCH 080/264] SAGE charges

---
 modules/local/openms/thirdparty/searchenginesage/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/openms/thirdparty/searchenginesage/main.nf b/modules/local/openms/thirdparty/searchenginesage/main.nf
index ba512f4f..89efcf85 100644
--- a/modules/local/openms/thirdparty/searchenginesage/main.nf
+++ b/modules/local/openms/thirdparty/searchenginesage/main.nf
@@ -50,7 +50,7 @@ process SEARCHENGINESAGE {
         -fragment_tol_unit $meta.fragmentmasstoleranceunit \\
         -fixed_modifications ${meta.fixedmodifications.tokenize(',').collect{ "'${it}'" }.join(" ") } \\
         -variable_modifications ${meta.variablemodifications.tokenize(',').collect{ "'${it}'" }.join(" ") } \\
-        -charges "[$params.min_precursor_charge $params.max_precursor_charge]" \\
+        -charges '[$params.min_precursor_charge $params.max_precursor_charge]' \\
         -max_variable_mods $params.max_mods \\
         -isotope_error_range $params.isotope_error_range \\
         ${il_equiv} \\

From 25b28f852a8fb0feb3dbad6f444064576465ee21 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 25 Mar 2024 20:47:57 +0000
Subject: [PATCH 081/264] SAGE charges

---
 modules/local/openms/thirdparty/searchenginesage/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/openms/thirdparty/searchenginesage/main.nf b/modules/local/openms/thirdparty/searchenginesage/main.nf
index 89efcf85..db1e4277 100644
--- a/modules/local/openms/thirdparty/searchenginesage/main.nf
+++ b/modules/local/openms/thirdparty/searchenginesage/main.nf
@@ -50,7 +50,7 @@ process SEARCHENGINESAGE {
         -fragment_tol_unit $meta.fragmentmasstoleranceunit \\
         -fixed_modifications ${meta.fixedmodifications.tokenize(',').collect{ "'${it}'" }.join(" ") } \\
         -variable_modifications ${meta.variablemodifications.tokenize(',').collect{ "'${it}'" }.join(" ") } \\
-        -charges '[$params.min_precursor_charge $params.max_precursor_charge]' \\
+        -charges "$params.min_precursor_charge $params.max_precursor_charge" \\
         -max_variable_mods $params.max_mods \\
         -isotope_error_range $params.isotope_error_range \\
         ${il_equiv} \\

From a003f4b4b24a58c6702d3e996a8316bf5634e96f Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 25 Mar 2024 20:57:13 +0000
Subject: [PATCH 082/264] SAGE charges

---
 modules/local/openms/thirdparty/searchenginesage/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/openms/thirdparty/searchenginesage/main.nf b/modules/local/openms/thirdparty/searchenginesage/main.nf
index db1e4277..f88f82b2 100644
--- a/modules/local/openms/thirdparty/searchenginesage/main.nf
+++ b/modules/local/openms/thirdparty/searchenginesage/main.nf
@@ -50,7 +50,7 @@ process SEARCHENGINESAGE {
         -fragment_tol_unit $meta.fragmentmasstoleranceunit \\
         -fixed_modifications ${meta.fixedmodifications.tokenize(',').collect{ "'${it}'" }.join(" ") } \\
         -variable_modifications ${meta.variablemodifications.tokenize(',').collect{ "'${it}'" }.join(" ") } \\
-        -charges "$params.min_precursor_charge $params.max_precursor_charge" \\
+        -charges "$params.min_precursor_charge, $params.max_precursor_charge" \\
         -max_variable_mods $params.max_mods \\
         -isotope_error_range $params.isotope_error_range \\
         ${il_equiv} \\

From f4e3919e4b60d33249981dc0252dabda12142d88 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Tue, 26 Mar 2024 11:17:38 +0800
Subject: [PATCH 083/264] add mokapot

---
 conf/modules.config                      | 16 +++++++++++++++-
 modules/local/ms2rescore/main.nf         | 20 ++++++++++++++++----
 modules/local/openms/consensusid/main.nf |  2 +-
 nextflow.config                          |  1 +
 nextflow_schema.json                     | 10 ++++++++--
 subworkflows/local/dda_id.nf             | 12 ++++++++----
 workflows/quantms.nf                     |  6 +++++-
 7 files changed, 54 insertions(+), 13 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index c1d1fc5b..4480740f 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -270,11 +270,12 @@ process {
         ]
     }
 
+    // ID ONLY
     withName: 'MS2RESCORE' {
         ext.args   = [
-            "--ms2_tolerance ${2 * params.fragment_mass_tolerance}",
             "--ms2pip_model ${params.ms2pip_model}",
             "--rescoring_engine ${params.posterior_probabilities}",
+            "--calibration_set_size ${params.calibration_set_size}",
             params.feature_generators.trim() ? "--feature_generators ${params.feature_generators}" : ''
         ].join(' ').trim()
         publishDir  = [
@@ -284,4 +285,17 @@ process {
         ]
     }
 
+     withName: '.*:DDA_ID:IDSCORESWITCHER' {
+        ext.args    = [
+            "-new_score_orientation lower_better",
+            "-new_score_type \"Posterior Error Probability\"",
+            "-debug $params.idscoreswitcher_debug"
+        ].join(' ').trim()
+        publishDir  = [
+            path: { "${params.outdir}/idscoreswitcherforluciphor" },
+            mode: params.publish_dir_mode,
+            saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
+        ]
+     }
+
 }
diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index a1e049a7..ffa26a4f 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -2,10 +2,10 @@ process MS2RESCORE {
     tag "$meta.mzml_id"
     label 'process_high'
 
-    conda "bioconda::ms2rescore=3.0.1"
+    conda "bioconda::ms2rescore=3.0.2"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/ms2rescore:3.0.1--pyhdfd78af_2':
-        'biocontainers/ms2rescore:3.0.1--pyhdfd78af_2' }"
+        'https://depot.galaxyproject.org/singularity/ms2rescore:3.0.2--pyhdfd78af_0':
+        'biocontainers/ms2rescore:3.0.2--pyhdfd78af_0' }"
 
     // userEmulation settings when docker is specified
     containerOptions = (workflow.containerEngine == 'docker') ? '-u $(id -u) -e "HOME=${HOME}" -v /etc/passwd:/etc/passwd:ro -v /etc/shadow:/etc/shadow:ro -v /etc/group:/etc/group:ro -v $HOME:$HOME' : ''
@@ -18,6 +18,7 @@ process MS2RESCORE {
     tuple val(meta), path("*feature_names.tsv"), emit: feature_names
     tuple val(meta), path("*.html" )           , optional:true, emit: html
     path "versions.yml"                        , emit: versions
+    path "*.log"                               , emit: log
 
     when:
     task.ext.when == null || task.ext.when
@@ -26,13 +27,24 @@ process MS2RESCORE {
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.mzml_id}_ms2rescore"
 
+
+    // ms2rescore only supports Da unit. https://ms2rescore.readthedocs.io/en/v3.0.2/userguide/configuration/
+    if (meta['fragmentmasstoleranceunit'].toLowerCase().endsWith('da')) {
+        ms2_tolerence = 2 * meta['fragmentmasstolerance']
+    } else {
+        log.info "Warning: MS2Rescore only supports Da unit. Set default ms2 tolerance as 0.02!"
+        ms2_tolerence = 0.02
+    }
+
     """
     ms2rescore_cli.py \\
         --psm_file $idxml \\
         --spectrum_path . \\
+        --ms2_tolerance $ms2_tolerence \\
         --output_path ${idxml.baseName}_ms2rescore.idXML \\
         --processes $task.cpus \\
-        $args
+        $args \\
+        2>&1 | tee ${meta.mzml_id}_ms2rescore.log
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/modules/local/openms/consensusid/main.nf b/modules/local/openms/consensusid/main.nf
index 5264701d..ad8a20f3 100644
--- a/modules/local/openms/consensusid/main.nf
+++ b/modules/local/openms/consensusid/main.nf
@@ -31,7 +31,7 @@ process CONSENSUSID {
         -filter:considered_hits $params.consensusid_considered_top_hits \\
         -debug $params.consensusid_debug \\
         $args \\
-        2>&1 | tee ${meta.id}_consensusID.log
+        2>&1 | tee ${meta.mzml_id}_consensusID.log
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/nextflow.config b/nextflow.config
index 876659e4..904d2f55 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -105,6 +105,7 @@ params {
     ms2rescore                      = false
     ms2pip_model                    = 'HCD2021'
     feature_generators              = 'deeplc,ms2pip'
+    calibration_set_size            = 0.15
 
     // PeptideIndexer flags
     IL_equivalent    = true
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 0248a2ce..2b35e9f7 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -452,12 +452,18 @@
                     "fa_icon": "fas fa-font",
                     "default": "deeplc,ms2pip"
                 },
+                "calibration_set_size": {
+                    "type": "number",
+                    "description": "Percentage of number of calibration set for DeepLC",
+                    "default": 0.15,
+                    "fa_icon": "fas fa-filter"
+                },
                 "posterior_probabilities": {
                     "type": "string",
-                    "description": "How to calculate posterior probabilities for PSMs:\n\n* 'percolator' = Re-score based on PSM-feature-based SVM and transform distance\n    to hyperplane for posteriors\n* 'fit_distributions' = Fit positive and negative distributions to scores\n    (similar to PeptideProphet)",
+                    "description": "How to calculate posterior probabilities for PSMs:\n\n* 'percolator' = Re-score based on PSM-feature-based SVM and transform distance\n    to hyperplane for posteriors\n* 'fit_distributions' = Fit positive and negative distributions to scores\n    (similar to PeptideProphet)\n\n* 'mokapot' = Re-score based on PSM-feature-based semi-supervised learning algorithm introduced by Percolator",
                     "fa_icon": "fas fa-list-ol",
                     "default": "percolator",
-                    "enum": ["percolator", "fit_distributions"]
+                    "enum": ["percolator", "fit_distributions", "mokapot"]
                 },
                 "run_fdr_cutoff": {
                     "type": "number",
diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index 119ceefa..7dd234a6 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -9,6 +9,7 @@ include { FALSEDISCOVERYRATE as FDRIDPEP } from '../../modules/local/openms/fals
 include { IDPEP                          } from '../../modules/local/openms/idpep/main'
 include { PSMCONVERSION                  } from '../../modules/local/extract_psm/main'
 include { MS2RESCORE                     } from '../../modules/local/ms2rescore/main'
+include { IDSCORESWITCHER                } from '../../modules/local/openms/idscoreswitcher/main'
 
 //
 // SUBWORKFLOW: Consisting of a mix of local and nf-core/modules
@@ -64,10 +65,13 @@ workflow DDA_ID {
             PERCOLATOR(ch_id_files_feats)
             ch_software_versions = ch_software_versions.mix(PERCOLATOR.out.version)
             ch_consensus_input = PERCOLATOR.out.id_files_perc
-        }
-
-
-        if (params.posterior_probabilities != 'percolator') {
+        } else if (params.posterior_probabilities == 'mokapot') {
+            MS2RESCORE(ch_id_files.combine(ch_file_preparation_results, by: 0))
+            ch_software_versions = ch_software_versions.mix(MS2RESCORE.out.versions)
+            IDSCORESWITCHER(MS2RESCORE.out.idxml.combine(Channel.value("PEP")))
+            ch_software_versions = ch_software_versions.mix(IDSCORESWITCHER.out.version)
+            ch_consensus_input = IDSCORESWITCHER.out.id_score_switcher.combine(Channel.value("MS:1001491"))
+        } else {
             ch_fdridpep = Channel.empty()
             if (params.search_engines.split(",").size() == 1) {
                 FDRIDPEP(ch_id_files)
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index e0772204..f61d6d62 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -104,7 +104,11 @@ workflow QUANTMS {
         ch_versions = ch_versions.mix(DECOYDATABASE.out.version.ifEmpty(null))
     }
 
-    if (params.id_only) {
+    // This rescoring engine currently only is supported in id_only subworkflows via ms2rescore.
+    if (params.id_only | params.posterior_probabilities == "mokapot") {
+        if (params.id_only == false) {
+            log.warn "The mokapot rescoring engine currently only is supported in id_only subworkflow via ms2rescore."
+        }
         DDA_ID( FILE_PREPARATION.out.results, ch_searchengine_in_db, FILE_PREPARATION.out.spectrum_data)
         ch_versions = ch_versions.mix(DDA_ID.out.version.ifEmpty(null))
     } else {

From 18d0571863082ffefa3c3eb43b97c2e32ca42118 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Tue, 26 Mar 2024 11:20:41 +0800
Subject: [PATCH 084/264] Update modules.config

---
 conf/modules.config | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 4480740f..4778ada8 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -285,8 +285,8 @@ process {
         ]
     }
 
-     withName: '.*:DDA_ID:IDSCORESWITCHER' {
-        ext.args    = [
+    withName: '.*:DDA_ID:IDSCORESWITCHER' {
+        ext.args   = [
             "-new_score_orientation lower_better",
             "-new_score_type \"Posterior Error Probability\"",
             "-debug $params.idscoreswitcher_debug"

From c7b415e0d2ab1d88a68599a90e905f93514ed80e Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Tue, 26 Mar 2024 11:22:24 +0800
Subject: [PATCH 085/264] Update modules.config

---
 conf/modules.config | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/conf/modules.config b/conf/modules.config
index 4778ada8..a1065abc 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -296,6 +296,6 @@ process {
             mode: params.publish_dir_mode,
             saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
         ]
-     }
+    }
 
 }

From 6a5e3195e3cd4b6661e6256c1e05dd18af672403 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 26 Mar 2024 06:19:22 +0000
Subject: [PATCH 086/264] added min number of peaks per spectrum

---
 modules/local/openms/thirdparty/searchenginecomet/main.nf | 1 +
 modules/local/openms/thirdparty/searchenginesage/main.nf  | 1 +
 nextflow.config                                           | 1 +
 nextflow_schema.json                                      | 7 +++++++
 4 files changed, 10 insertions(+)

diff --git a/modules/local/openms/thirdparty/searchenginecomet/main.nf b/modules/local/openms/thirdparty/searchenginecomet/main.nf
index a9b35c2a..b8f1a91a 100644
--- a/modules/local/openms/thirdparty/searchenginecomet/main.nf
+++ b/modules/local/openms/thirdparty/searchenginecomet/main.nf
@@ -102,6 +102,7 @@ process SEARCHENGINECOMET {
         -precursor_error_units $meta.precursormasstoleranceunit \\
         -fragment_mass_tolerance ${bin_tol} \\
         -fragment_bin_offset ${bin_offset} \\
+        -minimum_peaks $params.min_peaks \\
         ${il_equiv} \\
         -PeptideIndexing:unmatched_action ${params.unmatched_action} \\
         -debug $params.db_debug \\
diff --git a/modules/local/openms/thirdparty/searchenginesage/main.nf b/modules/local/openms/thirdparty/searchenginesage/main.nf
index f88f82b2..3e6023bc 100644
--- a/modules/local/openms/thirdparty/searchenginesage/main.nf
+++ b/modules/local/openms/thirdparty/searchenginesage/main.nf
@@ -51,6 +51,7 @@ process SEARCHENGINESAGE {
         -fixed_modifications ${meta.fixedmodifications.tokenize(',').collect{ "'${it}'" }.join(" ") } \\
         -variable_modifications ${meta.variablemodifications.tokenize(',').collect{ "'${it}'" }.join(" ") } \\
         -charges "$params.min_precursor_charge, $params.max_precursor_charge" \\
+        -min_peaks $params.min_peaks \\
         -max_variable_mods $params.max_mods \\
         -isotope_error_range $params.isotope_error_range \\
         ${il_equiv} \\
diff --git a/nextflow.config b/nextflow.config
index 8cd10ce8..4f937255 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -96,6 +96,7 @@ params {
     max_peptide_length            = 40
     num_hits                      = 1
     max_mods                      = 3
+    min_peaks                     = 10 //minimum number of peaks in a spectrum
     min_pr_mz                     = null
     max_pr_mz                     = null
     min_fr_mz                     = null
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 8375cfa3..544c02dc 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -324,6 +324,13 @@
                     "default": 3,
                     "fa_icon": "fas fa-sliders-h"
                 },
+                "min_peaks": {
+                    "type": "integer",
+                    "description": "Minimum number of peaks in the spectrum to be considered for the search engine. Default: 10",
+                    "default": 10,
+                    "fa_icon": "fas fa-sliders-h"
+                },
+
                 "min_pr_mz": {
                     "type": "number",
                     "description": "The minimum precursor m/z for the in silico library generation or library-free search",

From fe840a999ca299b043a7c20c0acd9fac5566aa54 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sun, 31 Mar 2024 13:13:10 +0800
Subject: [PATCH 087/264] fixed

---
 bin/ms2rescore_cli.py            |  2 ++
 bin/psm_conversion.py            |  3 +++
 conf/modules.config              | 15 +++++++++++++++
 modules/local/ms2rescore/main.nf |  4 ++--
 subworkflows/local/dda_id.nf     | 12 ++++++++++--
 5 files changed, 32 insertions(+), 4 deletions(-)

diff --git a/bin/ms2rescore_cli.py b/bin/ms2rescore_cli.py
index 1298dd38..61e517e9 100644
--- a/bin/ms2rescore_cli.py
+++ b/bin/ms2rescore_cli.py
@@ -56,6 +56,7 @@ def parse_cli_arguments_to_config(**kwargs):
                     "write_txt": False,
                     "write_flashlfq": False,
                     "rng": kwargs["rng"],
+                    "test_fdr": kwargs["test_fdr"],
                     "max_workers": kwargs["processes"],
                 }
             if value == "percolator":
@@ -136,6 +137,7 @@ def filter_out_artifact_psms(
 @click.option("-l", "--log_level", help="Logging level (default: `info`)", default="info")
 @click.option("-n", "--processes", help="Number of parallel processes available to MS²Rescore", type=int, default=16)
 @click.option("-f", "--fasta_file", help="Path to FASTA file")
+@click.option("-t", "--test_fdr", help="The false-discovery rate threshold at which to evaluate the learned models. (default: 0.05)", default=0.05)
 @click.option(
     "-fg",
     "--feature_generators",
diff --git a/bin/psm_conversion.py b/bin/psm_conversion.py
index 75793d0c..767859a0 100644
--- a/bin/psm_conversion.py
+++ b/bin/psm_conversion.py
@@ -85,6 +85,9 @@ def convert_psm(idxml, spectra_file, export_decoy_psm):
             elif search_engines == "Sage":
                 id_scores = ["Sage:hyperscore: " + str(hit.getScore())]
 
+            if hit.metaValueExists("MS:1001491"):
+                global_qvalue = hit.getMetaValue("MS:1001491")
+
             charge = hit.getCharge()
             peptidoform = hit.getSequence().toString()
             modifications = mods_position(peptidoform)
diff --git a/conf/modules.config b/conf/modules.config
index a1065abc..b5a05b30 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -276,6 +276,7 @@ process {
             "--ms2pip_model ${params.ms2pip_model}",
             "--rescoring_engine ${params.posterior_probabilities}",
             "--calibration_set_size ${params.calibration_set_size}",
+            "--test_fdr ${params.test_FDR}",
             params.feature_generators.trim() ? "--feature_generators ${params.feature_generators}" : ''
         ].join(' ').trim()
         publishDir  = [
@@ -298,4 +299,18 @@ process {
         ]
     }
 
+    withName: '.*:DDA_ID:PSMFDRCONTROL:IDSCORESWITCHER' {
+        ext.args    = [
+            "-new_score_orientation lower_better",
+            "-old_score \"Posterior Error Probability\"",
+            "-new_score_type q-value",
+            "-debug $params.idscoreswitcher_debug"
+        ].join(' ').trim()
+        publishDir  = [
+            path: { "${params.outdir}/idscoreswitcher" },
+            mode: params.publish_dir_mode,
+            saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
+        ]
+    }
+
 }
diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index ffa26a4f..6667337a 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -30,7 +30,7 @@ process MS2RESCORE {
 
     // ms2rescore only supports Da unit. https://ms2rescore.readthedocs.io/en/v3.0.2/userguide/configuration/
     if (meta['fragmentmasstoleranceunit'].toLowerCase().endsWith('da')) {
-        ms2_tolerence = 2 * meta['fragmentmasstolerance']
+        ms2_tolerence = meta['fragmentmasstolerance']
     } else {
         log.info "Warning: MS2Rescore only supports Da unit. Set default ms2 tolerance as 0.02!"
         ms2_tolerence = 0.02
@@ -54,7 +54,7 @@ process MS2RESCORE {
 
     stub:
     def args = task.ext.args ?: ''
-    def prefix = task.ext.prefix ?: "${meta.id}_ms2rescore"
+    def prefix = task.ext.prefix ?: "${meta.mzml_id}_ms2rescore"
 
     """
     touch ${prefix}.idXML
diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index 7dd234a6..3a595735 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -53,8 +53,16 @@ workflow DDA_ID {
             if (params.ms2rescore == true) {
                 MS2RESCORE(ch_id_files.combine(ch_file_preparation_results, by: 0))
                 ch_software_versions = ch_software_versions.mix(MS2RESCORE.out.versions)
-                EXTRACTPSMFEATURES(MS2RESCORE.out.idxml.join(MS2RESCORE.out.feature_names))
-                ch_id_files_feats = EXTRACTPSMFEATURES.out.id_files_feat
+
+                MS2RESCORE.out.idxml.join(MS2RESCORE.out.feature_names).branch{ meta, idxml, feature_name ->
+                    sage: idxml.name.contains('sage')
+                        return [meta, idxml]
+                    nosage: true
+                        return [meta, idxml, feature_name]
+                }.set{ch_ms2rescore_branched}
+
+                EXTRACTPSMFEATURES(ch_ms2rescore_branched.nosage)
+                ch_id_files_feats = EXTRACTPSMFEATURES.out.id_files_feat.mix(ch_ms2rescore_branched.sage)
                 ch_software_versions = ch_software_versions.mix(EXTRACTPSMFEATURES.out.version)
             } else {
                 EXTRACTPSMFEATURES(ch_id_files_branched.nosage)

From ce04da9a5868e368d0ddf8ab2b7d8c0b67883895 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 6 Apr 2024 20:25:58 +0100
Subject: [PATCH 088/264] sdrf-pipelines 0.0.25 -> 0.0.26

---
 modules/local/preprocess_expdesign.nf | 6 +++---
 modules/local/samplesheet_check.nf    | 6 +++---
 modules/local/sdrfparsing/main.nf     | 6 +++---
 3 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/modules/local/preprocess_expdesign.nf b/modules/local/preprocess_expdesign.nf
index f47ec0c6..dbe01a79 100644
--- a/modules/local/preprocess_expdesign.nf
+++ b/modules/local/preprocess_expdesign.nf
@@ -6,11 +6,11 @@ process PREPROCESS_EXPDESIGN {
     tag "$design.Name"
     label 'process_low'
 
-    conda "bioconda::sdrf-pipelines=0.0.25"
+    conda "bioconda::sdrf-pipelines=0.0.26"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.25--pyhdfd78af_0"
+        container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.26--pyhdfd78af_0"
     } else {
-        container "biocontainers/sdrf-pipelines:0.0.25--pyhdfd78af_0"
+        container "biocontainers/sdrf-pipelines:0.0.26--pyhdfd78af_0"
     }
 
     input:
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index ba8943cc..67d6a5f4 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -3,11 +3,11 @@ process SAMPLESHEET_CHECK {
     tag "$input_file"
     label 'process_single'
 
-    conda "bioconda::sdrf-pipelines=0.0.25"
+    conda "bioconda::sdrf-pipelines=0.0.26"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.25--pyhdfd78af_0"
+        container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.26--pyhdfd78af_0"
     } else {
-        container "biocontainers/sdrf-pipelines:0.0.25--pyhdfd78af_0"
+        container "biocontainers/sdrf-pipelines:0.0.26--pyhdfd78af_0"
     }
 
     input:
diff --git a/modules/local/sdrfparsing/main.nf b/modules/local/sdrfparsing/main.nf
index 439ac3f7..5236c5de 100644
--- a/modules/local/sdrfparsing/main.nf
+++ b/modules/local/sdrfparsing/main.nf
@@ -2,10 +2,10 @@ process SDRFPARSING {
     tag "$sdrf.Name"
     label 'process_low'
 
-    conda "conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.25"
+    conda "conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.26"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.25--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.25--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.26--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.26--pyhdfd78af_0' }"
 
     input:
     path sdrf

From 8b97618d799842a67ada6bc9595606776d56ede8 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 8 Apr 2024 13:15:31 +0100
Subject: [PATCH 089/264] 1.3.0dev -> 1.3.0

---
 CHANGELOG.md    | 22 +++++++++++++++++++++-
 nextflow.config |  2 +-
 2 files changed, 22 insertions(+), 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7e9750ef..22214466 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,18 +3,38 @@
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## [1.3.0dev] nfcore/quantms - [TBD] - Vaduz
+## [1.3.0] nfcore/quantms - [08/04/2024] - Santiago
 
 ### `Added`
 
+- [#335](https://github.com/bigbio/quantms/pull/335) (Performance improvement) Improvements in DIA pipeline to use random/subset files for library search
+- [#351](https://github.com/bigbio/quantms/pull/351) Identification workflow for DDA data
+
 ### `Changed`
 
+- [#365](https://github.com/bigbio/quantms/pull/365) Updated sdrf-pipelines==0.0.26
+- [#359](https://github.com/bigbio/quantms/pull/359) Updated pmultiqc==0.0.25
+
+
 ### `Fixed`
 
+- [#357](https://github.com/bigbio/quantms/pull/357) Chymotrypsin -> Chymotrypsin/P in MSGF+
+- [#355](https://github.com/bigbio/quantms/pull/355) Fixes bin/diann_convert.py
+- [#316](https://github.com/bigbio/quantms/pull/316) Fixing MSGF+ error
+
 ### `Dependencies`
 
 ### `Parameters`
 
+- id_only: Only perform identification, no quantification
+- min_peaks: Minimum number of peaks in a spectrum to be considered for search
+- export_decoy_psm: Export decoy PSMs
+- skip_rescoring: Skip rescoring
+- skip_preliminary_analysis: Skip preliminary analysis in DIA-NN
+- empirical_assembly_log: Path to the empirical assembly log file
+- random_preanalysis: Use random/subset files for library search
+- empirical_assembly_ms_n: Number of MS runs to use for empirical assembly
+
 ### `Deprecations`
 
 ## [1.2.0] nfcore/quantms - [11/02/2023] - Thimphu
diff --git a/nextflow.config b/nextflow.config
index 4f937255..d0ebf103 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -462,7 +462,7 @@ manifest {
     description     = """Quantitative Mass Spectrometry nf-core workflow"""
     mainScript      = 'main.nf'
     nextflowVersion = '!>=23.04.0'
-    version         = '1.3.0dev'
+    version         = '1.3.0'
     doi             = '10.5281/zenodo.7754148'
 }
 

From 187984ff662c196f9e7266006e931c0e3271f0d7 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 8 Apr 2024 13:17:25 +0100
Subject: [PATCH 090/264] 1.3.0dev -> 1.3.0

---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 22214466..02fd8360 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,7 +3,7 @@
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## [1.3.0] nfcore/quantms - [08/04/2024] - Santiago
+## [1.3.0] nfcore/quantms - [08/04/2024] - Santiago de Cuba
 
 ### `Added`
 

From e9acd59815d4417035de3322ffaca05fe89797f1 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 8 Apr 2024 13:41:25 +0100
Subject: [PATCH 091/264] minor changes

---
 assets/multiqc_config.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index 22d17d2f..aad01fbd 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -1,7 +1,7 @@
 report_comment: >
-  This report has been generated by the <a href="https://github.com/nf-core/quantms/tree/dev" target="_blank">nf-core/quantms</a>
+  This report has been generated by the <a href="https://github.com/nf-core/quantms/releases/tag/1.3.0" target="_blank">nf-core/quantms</a>
   analysis pipeline. For information about how to interpret these results, please see the
-  <a href="https://nf-co.re/quantms/dev/docs/output" target="_blank">documentation</a>.
+  <a href="https://nf-co.re/quantms/1.3.0/docs/output" target="_blank">documentation</a>.
 report_section_order:
   pmultiqc:
     order: 1

From c49ef81871dd1809f46b947fd1e41c6dcb2e9306 Mon Sep 17 00:00:00 2001
From: nf-core-bot <core@nf-co.re>
Date: Mon, 8 Apr 2024 12:53:53 +0000
Subject: [PATCH 092/264] [automated] Fix linting with Prettier

---
 CHANGELOG.md | 1 -
 1 file changed, 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 02fd8360..0f6b6c6f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -15,7 +15,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#365](https://github.com/bigbio/quantms/pull/365) Updated sdrf-pipelines==0.0.26
 - [#359](https://github.com/bigbio/quantms/pull/359) Updated pmultiqc==0.0.25
 
-
 ### `Fixed`
 
 - [#357](https://github.com/bigbio/quantms/pull/357) Chymotrypsin -> Chymotrypsin/P in MSGF+

From 41b2ce8c0a679bd6030605505d0ab6999ccbc73c Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 8 Apr 2024 13:59:43 +0100
Subject: [PATCH 093/264] Dependecies updated

---
 CHANGELOG.md | 11 +++++------
 1 file changed, 5 insertions(+), 6 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 02fd8360..318d735d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -15,7 +15,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#365](https://github.com/bigbio/quantms/pull/365) Updated sdrf-pipelines==0.0.26
 - [#359](https://github.com/bigbio/quantms/pull/359) Updated pmultiqc==0.0.25
 
-
 ### `Fixed`
 
 - [#357](https://github.com/bigbio/quantms/pull/357) Chymotrypsin -> Chymotrypsin/P in MSGF+
@@ -151,11 +150,11 @@ The pipeline is using Nextflow DSL2, each process will be run with its own [Bioc
 | `thermorawfileparser` | 1.3.4      |
 | `comet`               | 2021010    |
 | `msgf+`               | 2022.01.07 |
-| `openms`              | 2.9.1      |
-| `sdrf-pipelines`      | 0.0.22     |
+| `openms`              | 3.1.0      |
+| `sdrf-pipelines`      | 0.0.26     |
 | `percolator`          | 3.5        |
-| `pmultiqc`            | 0.0.11     |
+| `pmultiqc`            | 0.0.24     |
 | `luciphor`            | 2020_04_03 |
 | `dia-nn`              | 1.8.1      |
-| `msstats`             | 4.2.0      |
-| `msstatstmt`          | 2.2.0      |
+| `msstats`             | 4.10.0     |
+| `msstatstmt`          | 2.10.0     |

From 3a55736b91e49ad80e70f2ab6a25d82db2929b6f Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 8 Apr 2024 15:45:32 +0100
Subject: [PATCH 094/264] Dependecies updated

---
 docs/usage.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/usage.md b/docs/usage.md
index c2fe207b..a516d164 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -11,7 +11,7 @@
 The typical command for running the pipeline is as follows:
 
 ```bash
-nextflow run nf-core/quantms --input '/url/path/to/your/experimentX_design.tsv' --database '/url/path/to/your/proteindatabase.fasta' --outdir './results' -profile docker
+nextflow run nf-core/quantms --input '/url/path/to/your/experiment_design.sdrf.tsv' --database '/url/path/to/your/proteindatabase.fasta' --outdir './results' -profile docker
 ```
 
 where the experimental design file has to be one of:

From 32eef469aa2adb70bae469f96ce55e5bb103c7bc Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 17 Apr 2024 11:39:18 +0100
Subject: [PATCH 095/264] MonoIsotopic mass for unknown AA

---
 bin/diann_convert.py | 38 +++++++++++++++++++++++++++++++++++++-
 1 file changed, 37 insertions(+), 1 deletion(-)

diff --git a/bin/diann_convert.py b/bin/diann_convert.py
index e4e47eb1..6c96ff52 100755
--- a/bin/diann_convert.py
+++ b/bin/diann_convert.py
@@ -194,6 +194,42 @@ def get_exp_design_dfs(exp_design_file):
 
     return s_DataFrame, f_table
 
+def compute_mass_modified_peptide(peptide_seq: str) -> float:
+    """
+    Function that takes a peptide sequence including modifications and compute the mass using the AASequence class from
+    pyopenms. The notation of a peptidoform for pyopenms is the following:
+
+    if not modifications is present:
+      AVQVHQDTLRTMYFAXR -> AVQVHQDTLRTMYFAX[178.995499]R
+    if modification is present in Methionine:
+      AVQVHQDTLRTM(Oxidation)YFAXR -> AVQVHQDTLRTM(Oxidation)YFAX[178.995499]R
+
+    @param peptide_seq: str, peptide sequence
+    @return: float, mass of the peptide
+    """
+    peptide_parts: List[str] = []
+    not_mod = True
+    aa_mass = {
+        "X": "X[178.98493453312]",  # 196.995499 - 17.003288 - 1.00727646688
+        "U": "U[132.94306553312]",  # 150.95363  - 17.003288 - 1.00727646688
+        "O": "O[237.14773053312]",  # 255.158295 - 17.003288 - 1.00727646688
+    }
+    for aa in peptide_seq:
+        # Check if the letter is in aminoacid
+        if aa == "(":
+            not_mod = False
+        elif aa == ")":
+            not_mod = True
+        # Check aminoacid letter
+        if aa in aa_mass and not_mod:
+            aa = aa_mass[aa]
+        elif aa not in ['G','A','V','L','I','F','M','P','W','S','C','T','Y','N','Q','D','E','K','R','H'] and not_mod and aa != ")":
+            aa = aa+"[0.0000]"
+        peptide_parts.append(aa)
+    new_peptide_seq = ''.join(peptide_parts)
+    mass = AASequence.fromString(new_peptide_seq).getMonoWeight()
+    logger.debug(new_peptide_seq + ":" + str(mass))
+    return mass
 
 class DiannDirectory:
     def __init__(self, base_path, diann_version_file):
@@ -348,7 +384,7 @@ def main_report_df(self, qvalue_threshold: float) -> pd.DataFrame:
         logger.debug("Calculating Precursor.Mz")
         # Making the map is 10x faster, and includes the mass of
         # the modification. with respect to the previous implementation.
-        uniq_masses = {k: AASequence.fromString(k).getMonoWeight() for k in report["Modified.Sequence"].unique()}
+        uniq_masses = {k: compute_mass_modified_peptide(k) for k in report["Modified.Sequence"].unique()}
         mass_vector = report["Modified.Sequence"].map(uniq_masses)
         report["Calculate.Precursor.Mz"] = (mass_vector + (PROTON_MASS_U * report["Precursor.Charge"])) / report[
             "Precursor.Charge"

From 0385db86155ce0eafc494090915f9f9c1c912459 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 17 Apr 2024 11:57:04 +0100
Subject: [PATCH 096/264] MonoIsotopic mass for unknown AA

---
 bin/diann_convert.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/bin/diann_convert.py b/bin/diann_convert.py
index 6c96ff52..c9e99d7a 100755
--- a/bin/diann_convert.py
+++ b/bin/diann_convert.py
@@ -211,8 +211,8 @@ def compute_mass_modified_peptide(peptide_seq: str) -> float:
     not_mod = True
     aa_mass = {
         "X": "X[178.98493453312]",  # 196.995499 - 17.003288 - 1.00727646688
-        "U": "U[132.94306553312]",  # 150.95363  - 17.003288 - 1.00727646688
-        "O": "O[237.14773053312]",  # 255.158295 - 17.003288 - 1.00727646688
+        "U": "X[132.94306553312]",  # 150.95363  - 17.003288 - 1.00727646688
+        "O": "X[237.14773053312]",  # 255.158295 - 17.003288 - 1.00727646688
     }
     for aa in peptide_seq:
         # Check if the letter is in aminoacid

From 2a8d679d1d22ac7c616bf9d433f603a531d2a924 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 17 Apr 2024 12:01:49 +0100
Subject: [PATCH 097/264] All unknown are not X, U, O handled

---
 bin/diann_convert.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/diann_convert.py b/bin/diann_convert.py
index c9e99d7a..8dfb551a 100755
--- a/bin/diann_convert.py
+++ b/bin/diann_convert.py
@@ -224,7 +224,7 @@ def compute_mass_modified_peptide(peptide_seq: str) -> float:
         if aa in aa_mass and not_mod:
             aa = aa_mass[aa]
         elif aa not in ['G','A','V','L','I','F','M','P','W','S','C','T','Y','N','Q','D','E','K','R','H'] and not_mod and aa != ")":
-            aa = aa+"[0.0000]"
+            aa = "X[0.0000]"
         peptide_parts.append(aa)
     new_peptide_seq = ''.join(peptide_parts)
     mass = AASequence.fromString(new_peptide_seq).getMonoWeight()

From 67b384d9ae17d74c7503cd506730022ebcb9a7d4 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 17 Apr 2024 12:13:58 +0100
Subject: [PATCH 098/264] All unknown are not X, U, O handled

---
 bin/diann_convert.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/diann_convert.py b/bin/diann_convert.py
index 8dfb551a..7d2454f8 100755
--- a/bin/diann_convert.py
+++ b/bin/diann_convert.py
@@ -224,7 +224,7 @@ def compute_mass_modified_peptide(peptide_seq: str) -> float:
         if aa in aa_mass and not_mod:
             aa = aa_mass[aa]
         elif aa not in ['G','A','V','L','I','F','M','P','W','S','C','T','Y','N','Q','D','E','K','R','H'] and not_mod and aa != ")":
-            aa = "X[0.0000]"
+            aa = "X[18.0105644669]" # 17.003288 + 1.00727646688
         peptide_parts.append(aa)
     new_peptide_seq = ''.join(peptide_parts)
     mass = AASequence.fromString(new_peptide_seq).getMonoWeight()

From 7c788168acb05ccaa256f1be98ca088d94cd79af Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 17 Apr 2024 12:19:53 +0100
Subject: [PATCH 099/264] All unknown are not X, U, O handled

---
 bin/diann_convert.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/diann_convert.py b/bin/diann_convert.py
index 7d2454f8..fb2bdd22 100755
--- a/bin/diann_convert.py
+++ b/bin/diann_convert.py
@@ -224,7 +224,7 @@ def compute_mass_modified_peptide(peptide_seq: str) -> float:
         if aa in aa_mass and not_mod:
             aa = aa_mass[aa]
         elif aa not in ['G','A','V','L','I','F','M','P','W','S','C','T','Y','N','Q','D','E','K','R','H'] and not_mod and aa != ")":
-            aa = "X[18.0105644669]" # 17.003288 + 1.00727646688
+            logger.info(f"Unknown amino acid with mass not known:{aa}")
         peptide_parts.append(aa)
     new_peptide_seq = ''.join(peptide_parts)
     mass = AASequence.fromString(new_peptide_seq).getMonoWeight()

From 4ab8c1f03ee280750cc2898bb4c5a1b4d192f588 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 17 Apr 2024 14:40:28 +0100
Subject: [PATCH 100/264] protein quantifier debug option added

---
 conf/modules.config  | 4 ++--
 nextflow.config      | 1 +
 nextflow_schema.json | 7 +++++++
 3 files changed, 10 insertions(+), 2 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index c220be03..0b84114e 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -195,12 +195,12 @@ process {
 
     // PROTEINQUANTIFIER
     withName: '.*:TMT:PROTEINQUANT:PROTEINQUANTIFIER' {
-        ext.args    = "-debug 0"
+        ext.args    = "-debug $params.protein_quant_debug"
     }
 
     // MSSTATSCONVERTER
     withName: '.*:TMT:PROTEINQUANT:MSSTATSCONVERTER' {
-        ext.args    = "-debug 0"
+        ext.args    = "-debug $params.protein_quant_debug"
     }
 }
 
diff --git a/nextflow.config b/nextflow.config
index d0ebf103..19566b0e 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -44,6 +44,7 @@ params {
     luciphor_debug          = 0
     protein_inference_debug = 0
     plfq_debug              = 0
+    protein_quant_debug     = 0
 
     // decoys
     decoy_string                        = 'DECOY_'
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 544c02dc..42554e71 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -828,6 +828,13 @@
                     "description": "Export the results in mzTab format.",
                     "default": true,
                     "fa_icon": "fas fa-check-square"
+                },
+                "protein_quant_debug": {
+                    "type": "integer",
+                    "description": "Debug level for the protein quantification step. Increase for verbose logging",
+                    "fa_icon": "fas fa-bug",
+                    "default": 0,
+                    "hidden": true
                 }
             },
             "fa_icon": "fas fa-braille"

From 5bea4e3c83884498b0160bbe6249473d13852e45 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 17 Apr 2024 14:44:12 +0100
Subject: [PATCH 101/264] rolling back to dev

---
 assets/multiqc_config.yml | 4 ++--
 nextflow.config           | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index aad01fbd..22d17d2f 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -1,7 +1,7 @@
 report_comment: >
-  This report has been generated by the <a href="https://github.com/nf-core/quantms/releases/tag/1.3.0" target="_blank">nf-core/quantms</a>
+  This report has been generated by the <a href="https://github.com/nf-core/quantms/tree/dev" target="_blank">nf-core/quantms</a>
   analysis pipeline. For information about how to interpret these results, please see the
-  <a href="https://nf-co.re/quantms/1.3.0/docs/output" target="_blank">documentation</a>.
+  <a href="https://nf-co.re/quantms/dev/docs/output" target="_blank">documentation</a>.
 report_section_order:
   pmultiqc:
     order: 1
diff --git a/nextflow.config b/nextflow.config
index 19566b0e..609352ac 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -463,7 +463,7 @@ manifest {
     description     = """Quantitative Mass Spectrometry nf-core workflow"""
     mainScript      = 'main.nf'
     nextflowVersion = '!>=23.04.0'
-    version         = '1.3.0'
+    version         = '1.3.0dev'
     doi             = '10.5281/zenodo.7754148'
 }
 

From 6bc25fe00a316d23b36b72cd65cff475d5f64fcf Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sun, 28 Apr 2024 10:35:55 +0800
Subject: [PATCH 102/264] add rescore range parameter

---
 bin/extract_sample.py        |  51 +++++++++++
 nextflow.config              |   1 +
 nextflow_schema.json         |   7 ++
 subworkflows/local/dda_id.nf | 158 +++++++++++++++++++++++++++++++++--
 workflows/quantms.nf         |   2 +-
 5 files changed, 213 insertions(+), 6 deletions(-)
 create mode 100644 bin/extract_sample.py

diff --git a/bin/extract_sample.py b/bin/extract_sample.py
new file mode 100644
index 00000000..0fb2c2bd
--- /dev/null
+++ b/bin/extract_sample.py
@@ -0,0 +1,51 @@
+#!/usr/bin/env python
+
+import argparse
+import errno
+import os
+import sys
+from pathlib import Path
+import pandas as pd
+
+
+def parse_args(args=None):
+    Description = "Extract sample information from an experiment design file"
+    Epilog = "Example usage: python extract_sample.py <EXP>"
+
+    parser = argparse.ArgumentParser(description=Description, epilog=Epilog)
+    parser.add_argument("EXP", help="Expdesign file to be extracted")
+    return parser.parse_args(args)
+
+
+def extract_sample(expdesign):
+    data = pd.read_csv(expdesign, sep="\t", header=0, dtype=str)
+    fTable = data.dropna()
+
+    # two table format
+    with open(expdesign, "r") as f:
+        lines = f.readlines()
+        empty_row = lines.index("\n")
+        s_table = [i.replace("\n", "").split("\t") for i in lines[empty_row + 1:]][1:]
+        s_header = lines[empty_row + 1].replace("\n", "").split("\t")
+        s_DataFrame = pd.DataFrame(s_table, columns=s_header)
+
+    sample_dt = pd.DataFrame()
+    if "MSstats_Mixture" not in s_DataFrame.columns:
+        fTable = fTable[["Spectra_Filepath", "Sample"]]
+        fTable.to_csv(f"{Path(expdesign).stem}_sample.csv", sep="\t", index=False)
+    else:
+        fTable.drop_duplicates(subset=["Spectra_Filepath"], inplace=True)
+        for _, row in fTable.iterrows():
+            mixture_id = s_DataFrame[s_DataFrame["Sample"] == row["Sample"]]["MSstats_Mixture"]
+            sample_dt = sample_dt.append({"Spectra_Filepath": row["Spectra_Filepath"], "Sample": mixture_id},
+                                         ignore_index=True)
+        sample_dt.to_csv(f"{Path(expdesign).stem}_sample.csv", sep="\t", index=False)
+
+
+def main(args=None):
+    args = parse_args(args)
+    extract_sample(args.EXP)
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/nextflow.config b/nextflow.config
index 32a1584b..fb41a50c 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -105,6 +105,7 @@ params {
 
     // MSRESCORE flags
     ms2rescore                      = false
+    rescore_range                   = 'independent_run'
     ms2pip_model                    = 'HCD2021'
     feature_generators              = 'deeplc,ms2pip'
     calibration_set_size            = 0.15
diff --git a/nextflow_schema.json b/nextflow_schema.json
index f736fd51..de62b9bc 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -447,6 +447,13 @@
                     "default": false,
                     "fa_icon": "far fa-check-square"
                 },
+                "rescore_range": {
+                    "type": "string",
+                    "description": "Rescoring for independent run, Sample or whole experiments",
+                    "fa_icon": "fas fa-font",
+                    "default": "independent_run",
+                    "enum": ["independent_run", "by_sample", "by_project"]
+                },
                 "ms2pip_model": {
                     "type": "string",
                     "description": "Which deep learning model to generate feature.",
diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index 3a595735..ac43e570 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -5,11 +5,14 @@ include { DECOYDATABASE } from '../../modules/local/openms/decoydatabase/main'
 include { CONSENSUSID   } from '../../modules/local/openms/consensusid/main'
 include { EXTRACTPSMFEATURES } from '../../modules/local/openms/extractpsmfeatures/main'
 include { PERCOLATOR         } from '../../modules/local/openms/thirdparty/percolator/main'
+include { IDMERGER           } from '../../modules/local/openms/idmerger/main'
+include { IDRIPPER           } from '../../modules/local/openms/idripper/main'
 include { FALSEDISCOVERYRATE as FDRIDPEP } from '../../modules/local/openms/falsediscoveryrate/main'
 include { IDPEP                          } from '../../modules/local/openms/idpep/main'
 include { PSMCONVERSION                  } from '../../modules/local/extract_psm/main'
 include { MS2RESCORE                     } from '../../modules/local/ms2rescore/main'
 include { IDSCORESWITCHER                } from '../../modules/local/openms/idscoreswitcher/main'
+include { EXTRACT_SAMPLE                 } from '../../modules/local/extract_sample/main'
 
 //
 // SUBWORKFLOW: Consisting of a mix of local and nf-core/modules
@@ -22,6 +25,7 @@ workflow DDA_ID {
     ch_file_preparation_results
     ch_database_wdecoy
     ch_spectrum_data
+    ch_expdesign
 
     main:
 
@@ -70,9 +74,77 @@ workflow DDA_ID {
                 ch_software_versions = ch_software_versions.mix(EXTRACTPSMFEATURES.out.version)
             }
 
-            PERCOLATOR(ch_id_files_feats)
-            ch_software_versions = ch_software_versions.mix(PERCOLATOR.out.version)
-            ch_consensus_input = PERCOLATOR.out.id_files_perc
+            // Rescoring for independent run, Sample or whole experiments
+            if (params.rescore_range == "independent_run") {
+                PERCOLATOR(ch_id_files_feats)
+                ch_software_versions = ch_software_versions.mix(PERCOLATOR.out.version)
+                ch_consensus_input = PERCOLATOR.out.id_files_perc
+            } else if (params.rescore_range == "by_sample") {
+                // Sample map
+                EXTRACT_SAMPLE(ch_expdesign)
+                ch_expdesign_sample = EXTRACT_SAMPLE.out.ch_expdesign_sample
+                ch_expdesign_sample.splitCsv(header: true, sep: '\t')
+                    .map { get_sample_map(it) }.set{ sample_map_idv }
+
+                sample_map = sample_map_idv.collect().map{ all_sample_map( it ) }
+
+                // Group by search_engines and convert meta
+                 ch_id_files_feats.combine( sample_map ).branch{ meta, filename, sample_map  ->
+                    sage: filename.name.contains('sage')
+                        return [comvert_exp_meta(meta, "sample_id", filename, sample_map), filename]
+                    msgf: filename.name.contains('msgf')
+                        return [comvert_exp_meta(meta, "sample_id", filename, sample_map), filename]
+                    comet: filename.name.contains('comet')
+                        return [comvert_exp_meta(meta, "sample_id", filename, sample_map), filename]
+                }.set{ch_id_files_feat_branched}
+
+                // IDMERGER for samples group
+                IDMERGER(ch_id_files_feat_branched.comet.groupTuple(by: 0)
+                    .mix(ch_id_files_feat_branched.msgf.groupTuple(by: 0))
+                    .mix(ch_id_files_feat_branched.sage.groupTuple(by: 0)))
+                ch_software_versions = ch_software_versions.mix(IDMERGER.out.version)
+
+                PERCOLATOR(IDMERGER.out.id_merged)
+                ch_software_versions = ch_software_versions.mix(PERCOLATOR.out.version)
+
+                // Currently only ID runs on exactly one mzML file are supported in CONSENSUSID. Split idXML by runs
+                IDRIPPER(PERCOLATOR.out.id_files_perc)
+                IDRIPPER.out.meta.first().combine(IDRIPPER.out.id_rippers.flatten())
+                    .map{ [comvert_exp_meta(it[0], "mzml_id", it[1], ""), it[1], "MS:1001491"] }
+                    .set{ ch_consensus_input }
+                ch_consensus_input.view()
+                ch_software_versions = ch_software_versions.mix(IDRIPPER.out.version)
+
+            } else if (params.rescore_range == "by_project"){
+                // Split ch_id_files_feats by search_engines
+                ch_id_files_feats.branch{ meta, filename ->
+                    sage: filename.name.contains('sage')
+                        return [comvert_exp_meta(meta, "experiment_id", filename, ""), filename]
+                    msgf: filename.name.contains('msgf')
+                        return [comvert_exp_meta(meta, "experiment_id", filename, ""), filename]
+                    comet: filename.name.contains('comet')
+                        return [comvert_exp_meta(meta, "experiment_id", filename, ""), filename]
+                }.set{ch_id_files_feat_branched}
+
+                // IDMERGER for whole experiments
+                IDMERGER(ch_id_files_feat_branched.comet.groupTuple(by: 0)
+                    .mix(ch_id_files_feat_branched.msgf.groupTuple(by: 0))
+                    .mix(ch_id_files_feat_branched.sage.groupTuple(by: 0)))
+                ch_software_versions = ch_software_versions.mix(IDMERGER.out.version)
+
+                PERCOLATOR(IDMERGER.out.id_merged)
+                ch_software_versions = ch_software_versions.mix(PERCOLATOR.out.version)
+
+                // Currently only ID runs on exactly one mzML file are supported in CONSENSUSID. Split idXML by runs
+                IDRIPPER(PERCOLATOR.out.id_files_perc)
+                IDRIPPER.out.meta.first().combine(IDRIPPER.out.id_rippers.flatten())
+                    .map{ [comvert_exp_meta(it[0], "mzml_id", it[1], ""), it[1], "MS:1001491"] }
+                    .set{ ch_consensus_input }
+                ch_software_versions = ch_software_versions.mix(IDRIPPER.out.version)
+
+            }
+
+
         } else if (params.posterior_probabilities == 'mokapot') {
             MS2RESCORE(ch_id_files.combine(ch_file_preparation_results, by: 0))
             ch_software_versions = ch_software_versions.mix(MS2RESCORE.out.versions)
@@ -109,9 +181,8 @@ workflow DDA_ID {
         PSMFDRCONTROL(ch_psmfdrcontrol)
         ch_software_versions = ch_software_versions.mix(PSMFDRCONTROL.out.version.ifEmpty(null))
 
-        //
+
         // Extract PSMs and export parquet format
-        //
         PSMCONVERSION(PSMFDRCONTROL.out.id_filtered.combine(ch_spectrum_data, by: 0))
 
     } else {
@@ -122,3 +193,80 @@ workflow DDA_ID {
     emit:
     version                 = ch_software_versions
 }
+
+// Function to group by mzML/sample/experiment
+def comvert_exp_meta(Map meta, value, file_name, sample_map) {
+    def exp_meta = [:]
+
+    if (value == "experiment_id") {
+        exp_meta.mzml_id = meta.experiment_id
+    } else if (value == "mzml_id") {
+        position = file(file_name).name.lastIndexOf('_sage_perc.idXML')
+        if (position == -1) {
+            position = file(file_name).name.lastIndexOf('_comet_perc.idXML')
+            if (position == -1) {
+                position = file(file_name).name.lastIndexOf('_msgf_perc.idXML')
+            }
+        }
+        exp_meta.mzml_id = file(file_name).name.take(position)
+    } else if (value == "sample_id") {
+        tag = file(file_name).name.lastIndexOf('_perc.idXML')
+        if (tag == -1) {
+            position = file(file_name).name.lastIndexOf('_sage.idXML')
+            if (position == -1) {
+                position = file(file_name).name.lastIndexOf('_comet_feat.idXML')
+                if (position == -1) {
+                    position = file(file_name).name.lastIndexOf('_msgf_feat.idXML')
+                }
+            }
+        } else {
+            position = file(file_name).name.lastIndexOf('_sage_perc.idXML')
+            if (position == -1) {
+                position = file(file_name).name.lastIndexOf('_comet_perc.idXML')
+                if (position == -1) {
+                    position = file(file_name).name.lastIndexOf('_msgf_perc.idXML')
+                }
+            }
+        }
+
+        file_name = file(file_name).name.take(position)
+        exp_meta.mzml_id = sample_map[file_name]
+    }
+
+
+    exp_meta.experiment_id              = meta.experiment_id
+    exp_meta.labelling_type             = meta.labelling_type
+    exp_meta.dissociationmethod         = meta.dissociationmethod
+    exp_meta.fixedmodifications         = meta.fixedmodifications
+    exp_meta.variablemodifications      = meta.variablemodifications
+    exp_meta.precursormasstolerance     = meta.precursormasstolerance
+    exp_meta.precursormasstoleranceunit = meta.precursormasstoleranceunit
+    exp_meta.fragmentmasstolerance      = meta.fragmentmasstolerance
+    exp_meta.fragmentmasstoleranceunit  = meta.fragmentmasstoleranceunit
+    exp_meta.enzyme                     = meta.enzyme
+    exp_meta.acquisition_method         = meta.acquisition_method
+    print(exp_meta)
+    return exp_meta
+}
+
+// Function to get sample map
+def get_sample_map(LinkedHashMap row) {
+    def sample_map = [:]
+
+    filestr               = row.Spectra_Filepath
+    file_name             = file(filestr).name.take(file(filestr).name.lastIndexOf('.'))
+    sample                = row.Sample
+    sample_map[file_name] = sample
+
+    return sample_map
+
+}
+
+def all_sample_map(sample_list) {
+    res = [:]
+    sample_list.each {
+        res = res + it
+    }
+
+    return res
+}
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index f61d6d62..82c9a870 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -109,7 +109,7 @@ workflow QUANTMS {
         if (params.id_only == false) {
             log.warn "The mokapot rescoring engine currently only is supported in id_only subworkflow via ms2rescore."
         }
-        DDA_ID( FILE_PREPARATION.out.results, ch_searchengine_in_db, FILE_PREPARATION.out.spectrum_data)
+        DDA_ID( FILE_PREPARATION.out.results, ch_searchengine_in_db, FILE_PREPARATION.out.spectrum_data, CREATE_INPUT_CHANNEL.out.ch_expdesign)
         ch_versions = ch_versions.mix(DDA_ID.out.version.ifEmpty(null))
     } else {
         TMT(ch_fileprep_result.iso, CREATE_INPUT_CHANNEL.out.ch_expdesign, ch_searchengine_in_db)

From a877cee97dd08662d8ab8ab8570baac9f7498131 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sun, 28 Apr 2024 10:39:09 +0800
Subject: [PATCH 103/264] Update dda_id.nf

---
 subworkflows/local/dda_id.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index ac43e570..983decd7 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -89,7 +89,7 @@ workflow DDA_ID {
                 sample_map = sample_map_idv.collect().map{ all_sample_map( it ) }
 
                 // Group by search_engines and convert meta
-                 ch_id_files_feats.combine( sample_map ).branch{ meta, filename, sample_map  ->
+                ch_id_files_feats.combine( sample_map ).branch{ meta, filename, sample_map  ->
                     sage: filename.name.contains('sage')
                         return [comvert_exp_meta(meta, "sample_id", filename, sample_map), filename]
                     msgf: filename.name.contains('msgf')

From 434a60d585e68f539f23435e8a35dd120fc59f98 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sun, 28 Apr 2024 10:56:00 +0800
Subject: [PATCH 104/264] add new modules

---
 modules/local/extract_sample/main.nf          | 31 +++++++++++
 modules/local/extract_sample/meta.yml         | 27 +++++++++
 modules/local/openms/idmerger/main.nf         | 55 +++++++++++++++++++
 modules/local/openms/idmerger/meta.yml        | 33 +++++++++++
 modules/local/openms/idripper/main.nf         | 53 ++++++++++++++++++
 modules/local/openms/idripper/meta.yml        | 33 +++++++++++
 .../openms/thirdparty/percolator/main.nf      |  2 +-
 subworkflows/local/dda_id.nf                  |  4 +-
 8 files changed, 235 insertions(+), 3 deletions(-)
 create mode 100644 modules/local/extract_sample/main.nf
 create mode 100644 modules/local/extract_sample/meta.yml
 create mode 100644 modules/local/openms/idmerger/main.nf
 create mode 100644 modules/local/openms/idmerger/meta.yml
 create mode 100644 modules/local/openms/idripper/main.nf
 create mode 100644 modules/local/openms/idripper/meta.yml

diff --git a/modules/local/extract_sample/main.nf b/modules/local/extract_sample/main.nf
new file mode 100644
index 00000000..6a7210f4
--- /dev/null
+++ b/modules/local/extract_sample/main.nf
@@ -0,0 +1,31 @@
+process GETSAMPLE {
+    tag "$design.Name"
+    label 'process_low'
+
+    conda "bioconda::sdrf-pipelines=0.0.25"
+    if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
+        container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.25--pyhdfd78af_0"
+    } else {
+        container "biocontainers/sdrf-pipelines:0.0.25--pyhdfd78af_0"
+    }
+
+    input:
+    path design
+
+    output:
+    path "*_sample.csv", emit: ch_expdesign_sample
+    path "versions.yml", emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    """
+    extract_sample.py "${design}" 2>&1 | tee extract_sample.log
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        sdrf-pipelines: \$(parse_sdrf --version 2>&1 | awk -F ' ' '{print \$2}')
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/extract_sample/meta.yml b/modules/local/extract_sample/meta.yml
new file mode 100644
index 00000000..548484ae
--- /dev/null
+++ b/modules/local/extract_sample/meta.yml
@@ -0,0 +1,27 @@
+name: GETSAMPLE
+description: A module to extract sample information from experimental design file
+keywords:
+  - sample
+  - conversion
+tools:
+  - custom:
+      description: |
+        A custom module for sample extraction.
+      homepage: https://github.com/bigbio/quantms
+      documentation: https://github.com/bigbio/quantms/tree/readthedocs
+input:
+  - design:
+      type: file
+      description: experimental design file
+      pattern: "*.csv"
+output:
+  - ch_expdesign_sample:
+      type: file
+      description: sample csv file
+      pattern: "*_sample.csv"
+  - version:
+      type: file
+      description: File containing software version
+      pattern: "versions.yml"
+authors:
+  - "@daichengxin"
diff --git a/modules/local/openms/idmerger/main.nf b/modules/local/openms/idmerger/main.nf
new file mode 100644
index 00000000..9fde67e3
--- /dev/null
+++ b/modules/local/openms/idmerger/main.nf
@@ -0,0 +1,55 @@
+process IDMERGER {
+    tag "$meta.mzml_id"
+    label 'process_medium'
+    label 'openms'
+
+    conda "bioconda::openms-thirdparty=3.1.0"
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/openms-thirdparty:3.1.0--h9ee0642_1' :
+        'biocontainers/openms-thirdparty:3.1.0--h9ee0642_1' }"
+
+    input:
+    tuple val(meta), path(id_files)
+
+    output:
+    tuple val(meta), path("*_merged.idXML"), emit: id_merged
+    path "versions.yml", emit: version
+    path "*.log", emit: log
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.mzml_id}"
+
+    if (params.rescore_range == "by_project") {
+        if (id_files[0].baseName.contains('sage')){
+            prefix = "${meta.experiment_id}_sage"
+        } else if (id_files[0].baseName.contains('comet')){
+            prefix = "${meta.experiment_id}_comet"
+        } else {
+            prefix = "${meta.experiment_id}_msgf"
+        }
+    } else if (params.rescore_range == "by_sample") {
+        if (id_files[0].baseName.contains('sage')){
+            prefix = "${meta.mzml_id}_sage"
+        } else if (id_files[0].baseName.contains('comet')){
+            prefix = "${meta.mzml_id}_comet"
+        } else {
+            prefix = "${meta.mzml_id}_msgf"
+        }
+    }
+
+    """
+    IDMerger \\
+        -in ${id_files.join(' ')} \\
+        -threads $task.cpus \\
+        -out ${prefix}_merged.idXML \\
+        -merge_proteins_add_PSMs \\
+        $args \\
+        2>&1 | tee ${prefix}_merged.log
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        IDMerger: \$(IDMerger 2>&1 | grep -E '^Version(.*)' | sed 's/Version: //g' | cut -d ' ' -f 1)
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/openms/idmerger/meta.yml b/modules/local/openms/idmerger/meta.yml
new file mode 100644
index 00000000..94b5caf5
--- /dev/null
+++ b/modules/local/openms/idmerger/meta.yml
@@ -0,0 +1,33 @@
+name: idmerger
+description: Merges several idXML files into one file.
+keywords:
+  - merge
+  - idXML
+  - OpenMS
+tools:
+  - IDMerger:
+      description: |
+        Merges several idXML files into one file.
+      homepage: https://www.openms.org/documentation/html/TOPP_IDMerger.html
+      documentation: https://www.openms.org/documentation/html/TOPP_IDMerger.html
+input:
+  - id_files:
+      type: file
+      description: |
+        Input files separated by blank.
+      pattern: "*.{idXML}"
+output:
+  - id_merge:
+      type: file
+      description: Output Merged file
+      pattern: "*.{idXML}"
+  - log:
+      type: file
+      description: log file
+      pattern: "*.log"
+  - version:
+      type: file
+      description: File containing software version
+      pattern: "versions.yml"
+authors:
+  - "@daichengxin"
diff --git a/modules/local/openms/idripper/main.nf b/modules/local/openms/idripper/main.nf
new file mode 100644
index 00000000..61eee8d9
--- /dev/null
+++ b/modules/local/openms/idripper/main.nf
@@ -0,0 +1,53 @@
+process IDRIPPER {
+    tag "$meta.mzml_id"
+    label 'process_medium'
+    label 'openms'
+
+    conda "bioconda::openms-thirdparty=3.1.0"
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/openms-thirdparty:3.1.0--h9ee0642_1' :
+        'biocontainers/openms-thirdparty:3.1.0--h9ee0642_1' }"
+
+    input:
+    tuple val(meta), path(id_file), val(qval_score)
+
+    output:
+    val(meta), emit: meta
+    path("*.idXML"), emit: id_rippers
+    val("MS:1001491"), emit: qval_score
+    path "versions.yml", emit: version
+    path "*.log", emit: log
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.mzml_id}"
+
+    if (id_file.baseName.contains('sage')){
+        pattern = "_sage_perc.idXML"
+    } else if (id_file.baseName.contains('comet')){
+        pattern = "_comet_perc.idXML"
+    } else {
+        pattern = "_msgf_perc.idXML"
+    }
+
+    """
+    IDRipper \\
+        -in ${id_file} \\
+        -threads $task.cpus \\
+        -out ./ \\
+        -split_ident_runs \\
+        $args \\
+        2>&1 | tee ${prefix}_idripper.log
+
+    for i in `ls | grep -v \"_perc.idXML\$\" | grep \".idXML\$\"`
+    do
+        mv \$i `ls \"\$i\" |awk -F \".\" \'{print \$1\"${pattern}\"}\'`
+    done
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        IDRipper: \$(IDRipper 2>&1 | grep -E '^Version(.*)' | sed 's/Version: //g' | cut -d ' ' -f 1)
+    END_VERSIONS
+    """
+}
+//
diff --git a/modules/local/openms/idripper/meta.yml b/modules/local/openms/idripper/meta.yml
new file mode 100644
index 00000000..81cc525f
--- /dev/null
+++ b/modules/local/openms/idripper/meta.yml
@@ -0,0 +1,33 @@
+name: idripper
+description: Splits the protein/peptide identifications of an idXML file into several idXML files according their annotated file origin.
+keywords:
+  - split
+  - idXML
+  - OpenMS
+tools:
+  - IDMerger:
+      description: |
+        IDRipper splits the protein/peptide identifications of an idXML file into several idXML files according their annotated file origin.
+      homepage: https://www.openms.org/documentation/html/TOPP_IDRipper.html
+      documentation: https://www.openms.org/documentation/html/TOPP_IDRipper.html
+input:
+  - id_file:
+      type: file
+      description: |
+        Input file, in which the protein/peptide identifications must be tagged with 'file_origin'
+      pattern: "*.{idXML}"
+output:
+  - id_rippers:
+      type: file
+      description: Output split files
+      pattern: "*.{idXML}"
+  - log:
+      type: file
+      description: log file
+      pattern: "*.log"
+  - version:
+      type: file
+      description: File containing software version
+      pattern: "versions.yml"
+authors:
+  - "@daichengxin"
diff --git a/modules/local/openms/thirdparty/percolator/main.nf b/modules/local/openms/thirdparty/percolator/main.nf
index 7a99dd11..af166e96 100644
--- a/modules/local/openms/thirdparty/percolator/main.nf
+++ b/modules/local/openms/thirdparty/percolator/main.nf
@@ -12,7 +12,7 @@ process PERCOLATOR {
     tuple val(meta), path(id_file)
 
     output:
-    tuple val(meta), path("${id_file.baseName}_perc.idXML"), val("MS:1001491"), emit: id_files_perc
+    tuple val(meta), path("*_perc.idXML"), val("MS:1001491"), emit: id_files_perc
     path "versions.yml", emit: version
     path "*.log", emit: log
 
diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index 983decd7..d6b57b55 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -12,7 +12,7 @@ include { IDPEP                          } from '../../modules/local/openms/idpe
 include { PSMCONVERSION                  } from '../../modules/local/extract_psm/main'
 include { MS2RESCORE                     } from '../../modules/local/ms2rescore/main'
 include { IDSCORESWITCHER                } from '../../modules/local/openms/idscoreswitcher/main'
-include { EXTRACT_SAMPLE                 } from '../../modules/local/extract_sample/main'
+include { GETSAMPLE                      } from '../../modules/local/extract_sample/main'
 
 //
 // SUBWORKFLOW: Consisting of a mix of local and nf-core/modules
@@ -81,7 +81,7 @@ workflow DDA_ID {
                 ch_consensus_input = PERCOLATOR.out.id_files_perc
             } else if (params.rescore_range == "by_sample") {
                 // Sample map
-                EXTRACT_SAMPLE(ch_expdesign)
+                GETSAMPLE(ch_expdesign)
                 ch_expdesign_sample = EXTRACT_SAMPLE.out.ch_expdesign_sample
                 ch_expdesign_sample.splitCsv(header: true, sep: '\t')
                     .map { get_sample_map(it) }.set{ sample_map_idv }

From b648f57d023b879c108f4428c94262df0a726708 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sun, 28 Apr 2024 19:41:12 +0100
Subject: [PATCH 105/264] Update subworkflows/local/dda_id.nf

Co-authored-by: Jonas Scheid <43858870+jonasscheid@users.noreply.github.com>
---
 subworkflows/local/dda_id.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index d6b57b55..0d6c8c83 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -195,7 +195,7 @@ workflow DDA_ID {
 }
 
 // Function to group by mzML/sample/experiment
-def comvert_exp_meta(Map meta, value, file_name, sample_map) {
+def convert_exp_meta(Map meta, value, file_name, sample_map) {
     def exp_meta = [:]
 
     if (value == "experiment_id") {

From cc01bd226e611cadf423198f994cbc020782f030 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sun, 28 Apr 2024 19:41:19 +0100
Subject: [PATCH 106/264] Update subworkflows/local/dda_id.nf

Co-authored-by: Jonas Scheid <43858870+jonasscheid@users.noreply.github.com>
---
 subworkflows/local/dda_id.nf | 1 -
 1 file changed, 1 deletion(-)

diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index 0d6c8c83..a4a83c33 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -112,7 +112,6 @@ workflow DDA_ID {
                 IDRIPPER.out.meta.first().combine(IDRIPPER.out.id_rippers.flatten())
                     .map{ [comvert_exp_meta(it[0], "mzml_id", it[1], ""), it[1], "MS:1001491"] }
                     .set{ ch_consensus_input }
-                ch_consensus_input.view()
                 ch_software_versions = ch_software_versions.mix(IDRIPPER.out.version)
 
             } else if (params.rescore_range == "by_project"){

From 4fbbd0c5c9bee113ba95e8b9a1a11e8b16f35bf3 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 6 May 2024 19:18:08 +0800
Subject: [PATCH 107/264] fixed

---
 conf/modules.config                            |  7 ++++---
 .../local/openms/extractpsmfeatures/main.nf    |  8 ++++++--
 nextflow.config                                |  1 +
 nextflow_schema.json                           |  7 +++++++
 subworkflows/local/dda_id.nf                   | 18 +++++++++---------
 5 files changed, 27 insertions(+), 14 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index a168d867..52e477a6 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -68,7 +68,8 @@ if (params.add_decoys) {
 if (params.posterior_probabilities == "percolator") {
     process {
         // EXTRACTPSMFEATURE
-        withName: '.*:ID:PSMRESCORING:EXTRACTPSMFEATURES' {
+        withName: '.*:EXTRACTPSMFEATURES' {
+            ext.args    = "-debug $params.extractpsmfeature_debug"
             publishDir  = [
                 path: { "${params.outdir}/extractpsmfeature" },
                 mode: params.publish_dir_mode,
@@ -78,14 +79,14 @@ if (params.posterior_probabilities == "percolator") {
         }
 
         //PERCOLATOR
-        withName: '.*:ID:PSMRESCORING:PERCOLATOR' {
+        withName: '.*:PERCOLATOR' {
             ext.args    = "-debug $params.percolator_debug"
         }
     }
 } else {
     process {
         // IDPEP
-        withName: '.*:ID:PSMRESCORING:IDPEP' {
+        withName: '.*:IDPEP' {
             ext.args    = "-debug $params.idpep_debug"
         }
     }
diff --git a/modules/local/openms/extractpsmfeatures/main.nf b/modules/local/openms/extractpsmfeatures/main.nf
index b430fc2c..503aff55 100644
--- a/modules/local/openms/extractpsmfeatures/main.nf
+++ b/modules/local/openms/extractpsmfeatures/main.nf
@@ -20,14 +20,18 @@ process EXTRACTPSMFEATURES {
     script:
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.mzml_id}"
-    def feature = (params.ms2rescore == true) && (params.id_only == true) ? "-extra ${extra_feat}" : ""
+
+    feature = ""
+    if (params.ms2rescore && params.id_only) {
+        feature = "-extra \$(awk 'NR > 1 && \$1 !~ /psm_file/ {printf \"%s \", \$2}' ${extra_feat})"
+    }
 
     """
     PSMFeatureExtractor \\
         -in ${id_file} \\
         -out ${id_file.baseName}_feat.idXML \\
         -threads $task.cpus \\
-        -extra ${feature} \\
+        ${feature} \\
         $args \\
         2>&1 | tee ${id_file.baseName}_extract_psm_feature.log
 
diff --git a/nextflow.config b/nextflow.config
index fb41a50c..ad30cb2e 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -33,6 +33,7 @@ params {
     // Debug level
     decoydatabase_debug     = 0
     pp_debug                = 0
+    extractpsmfeature_debug = 0
     idfilter_debug          = 0
     idscoreswitcher_debug   = 0
     iso_debug               = 0
diff --git a/nextflow_schema.json b/nextflow_schema.json
index de62b9bc..1ad00b40 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -485,6 +485,13 @@
                     "default": 0.1,
                     "fa_icon": "fas fa-filter"
                 },
+                "extractpsmfeature_debug": {
+                    "type": "integer",
+                    "description": "Debug level when running the PSMFeatureExtractor step. Increase for verbose logging",
+                    "fa_icon": "fas fa-bug",
+                    "hidden": true,
+                    "default": 0
+                },
                 "idfilter_debug": {
                     "type": "integer",
                     "description": "Debug level when running the IDFilter step. Increase for verbose logging",
diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index a4a83c33..e04f851a 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -91,11 +91,11 @@ workflow DDA_ID {
                 // Group by search_engines and convert meta
                 ch_id_files_feats.combine( sample_map ).branch{ meta, filename, sample_map  ->
                     sage: filename.name.contains('sage')
-                        return [comvert_exp_meta(meta, "sample_id", filename, sample_map), filename]
+                        return [convert_exp_meta(meta, "sample_id", filename, sample_map), filename]
                     msgf: filename.name.contains('msgf')
-                        return [comvert_exp_meta(meta, "sample_id", filename, sample_map), filename]
+                        return [convert_exp_meta(meta, "sample_id", filename, sample_map), filename]
                     comet: filename.name.contains('comet')
-                        return [comvert_exp_meta(meta, "sample_id", filename, sample_map), filename]
+                        return [convert_exp_meta(meta, "sample_id", filename, sample_map), filename]
                 }.set{ch_id_files_feat_branched}
 
                 // IDMERGER for samples group
@@ -110,7 +110,7 @@ workflow DDA_ID {
                 // Currently only ID runs on exactly one mzML file are supported in CONSENSUSID. Split idXML by runs
                 IDRIPPER(PERCOLATOR.out.id_files_perc)
                 IDRIPPER.out.meta.first().combine(IDRIPPER.out.id_rippers.flatten())
-                    .map{ [comvert_exp_meta(it[0], "mzml_id", it[1], ""), it[1], "MS:1001491"] }
+                    .map{ [convert_exp_meta(it[0], "mzml_id", it[1], ""), it[1], "MS:1001491"] }
                     .set{ ch_consensus_input }
                 ch_software_versions = ch_software_versions.mix(IDRIPPER.out.version)
 
@@ -118,11 +118,11 @@ workflow DDA_ID {
                 // Split ch_id_files_feats by search_engines
                 ch_id_files_feats.branch{ meta, filename ->
                     sage: filename.name.contains('sage')
-                        return [comvert_exp_meta(meta, "experiment_id", filename, ""), filename]
+                        return [convert_exp_meta(meta, "experiment_id", filename, ""), filename]
                     msgf: filename.name.contains('msgf')
-                        return [comvert_exp_meta(meta, "experiment_id", filename, ""), filename]
+                        return [convert_exp_meta(meta, "experiment_id", filename, ""), filename]
                     comet: filename.name.contains('comet')
-                        return [comvert_exp_meta(meta, "experiment_id", filename, ""), filename]
+                        return [convert_exp_meta(meta, "experiment_id", filename, ""), filename]
                 }.set{ch_id_files_feat_branched}
 
                 // IDMERGER for whole experiments
@@ -137,7 +137,7 @@ workflow DDA_ID {
                 // Currently only ID runs on exactly one mzML file are supported in CONSENSUSID. Split idXML by runs
                 IDRIPPER(PERCOLATOR.out.id_files_perc)
                 IDRIPPER.out.meta.first().combine(IDRIPPER.out.id_rippers.flatten())
-                    .map{ [comvert_exp_meta(it[0], "mzml_id", it[1], ""), it[1], "MS:1001491"] }
+                    .map{ [convert_exp_meta(it[0], "mzml_id", it[1], ""), it[1], "MS:1001491"] }
                     .set{ ch_consensus_input }
                 ch_software_versions = ch_software_versions.mix(IDRIPPER.out.version)
 
@@ -244,7 +244,7 @@ def convert_exp_meta(Map meta, value, file_name, sample_map) {
     exp_meta.fragmentmasstoleranceunit  = meta.fragmentmasstoleranceunit
     exp_meta.enzyme                     = meta.enzyme
     exp_meta.acquisition_method         = meta.acquisition_method
-    print(exp_meta)
+
     return exp_meta
 }
 

From 4330b09c32027ec8642ccd00ccb9c25b69ed0d53 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 6 May 2024 19:40:22 +0800
Subject: [PATCH 108/264] Update main.nf

---
 subworkflows/nf-core/utils_nfcore_pipeline/main.nf | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/main.nf b/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
index a8b55d6f..98e4b691 100644
--- a/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
@@ -65,9 +65,15 @@ def checkProfileProvided(nextflow_cli_args) {
 // Citation string for pipeline
 //
 def workflowCitation() {
+    def temp_doi_ref = ""
+    String[] manifest_doi = workflow.manifest.doi.tokenize(",")
+    // Using a loop to handle multiple DOIs
+    // Removing `https://doi.org/` to handle pipelines using DOIs vs DOI resolvers
+    // Removing ` ` since the manifest.doi is a string and not a proper list
+    for (String doi_ref: manifest_doi) temp_doi_ref += "  https://doi.org/${doi_ref.replace('https://doi.org/', '').replace(' ', '')}\n"
     return "If you use ${workflow.manifest.name} for your analysis please cite:\n\n" +
         "* The pipeline\n" +
-        "  ${workflow.manifest.doi}\n\n" +
+        temp_doi_ref + "\n" +
         "* The nf-core framework\n" +
         "  https://doi.org/10.1038/s41587-020-0439-x\n\n" +
         "* Software dependencies\n" +
@@ -437,4 +443,4 @@ def imNotification(summary_params, hook_url) {
     if (! postRC.equals(200)) {
         log.warn(post.getErrorStream().getText());
     }
-}
+}
\ No newline at end of file

From 7cd22afd51140f5ec2f4667a98cea8119fcfe64c Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 6 May 2024 20:21:46 +0800
Subject: [PATCH 109/264] Update ms2rescore_cli.py

---
 bin/ms2rescore_cli.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/bin/ms2rescore_cli.py b/bin/ms2rescore_cli.py
index 61e517e9..7c607bc4 100644
--- a/bin/ms2rescore_cli.py
+++ b/bin/ms2rescore_cli.py
@@ -1,4 +1,5 @@
 #!/usr/bin/env python
+# Written by Jonas Scheid under the MIT license
 
 import sys
 import click

From 77b2b2b7c6de8b875ed3a23a39914b511fecdfce Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 6 May 2024 20:35:55 +0800
Subject: [PATCH 110/264] Update modules.json

---
 modules.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules.json b/modules.json
index beb0405b..8bd8a9c6 100644
--- a/modules.json
+++ b/modules.json
@@ -26,7 +26,7 @@
                     },
                     "utils_nfcore_pipeline": {
                         "branch": "master",
-                        "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
+                        "git_sha": "92de218a329bfc9a9033116eb5f65fd270e72ba3",
                         "installed_by": ["subworkflows"]
                     },
                     "utils_nfvalidation_plugin": {

From d3cab9dc08f8abe312230c34949c306c7582ff09 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 6 May 2024 21:07:27 +0800
Subject: [PATCH 111/264] Update main.nf

---
 subworkflows/nf-core/utils_nfcore_pipeline/main.nf | 10 ++--------
 1 file changed, 2 insertions(+), 8 deletions(-)

diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/main.nf b/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
index 98e4b691..a8b55d6f 100644
--- a/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
@@ -65,15 +65,9 @@ def checkProfileProvided(nextflow_cli_args) {
 // Citation string for pipeline
 //
 def workflowCitation() {
-    def temp_doi_ref = ""
-    String[] manifest_doi = workflow.manifest.doi.tokenize(",")
-    // Using a loop to handle multiple DOIs
-    // Removing `https://doi.org/` to handle pipelines using DOIs vs DOI resolvers
-    // Removing ` ` since the manifest.doi is a string and not a proper list
-    for (String doi_ref: manifest_doi) temp_doi_ref += "  https://doi.org/${doi_ref.replace('https://doi.org/', '').replace(' ', '')}\n"
     return "If you use ${workflow.manifest.name} for your analysis please cite:\n\n" +
         "* The pipeline\n" +
-        temp_doi_ref + "\n" +
+        "  ${workflow.manifest.doi}\n\n" +
         "* The nf-core framework\n" +
         "  https://doi.org/10.1038/s41587-020-0439-x\n\n" +
         "* Software dependencies\n" +
@@ -443,4 +437,4 @@ def imNotification(summary_params, hook_url) {
     if (! postRC.equals(200)) {
         log.warn(post.getErrorStream().getText());
     }
-}
\ No newline at end of file
+}

From 1d978f3a8fdd4be0a050241f967563f5c04d0176 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 6 May 2024 21:25:51 +0800
Subject: [PATCH 112/264] try

---
 subworkflows/nf-core/utils_nfcore_pipeline/main.nf | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/main.nf b/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
index a8b55d6f..14558c39 100644
--- a/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
@@ -65,9 +65,15 @@ def checkProfileProvided(nextflow_cli_args) {
 // Citation string for pipeline
 //
 def workflowCitation() {
+    def temp_doi_ref = ""
+    String[] manifest_doi = workflow.manifest.doi.tokenize(",")
+    // Using a loop to handle multiple DOIs
+    // Removing `https://doi.org/` to handle pipelines using DOIs vs DOI resolvers
+    // Removing ` ` since the manifest.doi is a string and not a proper list
+    for (String doi_ref: manifest_doi) temp_doi_ref += "  https://doi.org/${doi_ref.replace('https://doi.org/', '').replace(' ', '')}\n"
     return "If you use ${workflow.manifest.name} for your analysis please cite:\n\n" +
         "* The pipeline\n" +
-        "  ${workflow.manifest.doi}\n\n" +
+        temp_doi_ref + "\n" +
         "* The nf-core framework\n" +
         "  https://doi.org/10.1038/s41587-020-0439-x\n\n" +
         "* Software dependencies\n" +

From c41f628378bfc76a829d0a1b926b3789b2f7aaca Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Tue, 7 May 2024 00:30:50 +0800
Subject: [PATCH 113/264] fixed

---
 conf/modules.config  | 5 ++++-
 nextflow.config      | 2 +-
 nextflow_schema.json | 8 ++++----
 workflows/quantms.nf | 3 +++
 4 files changed, 12 insertions(+), 6 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 52e477a6..89d3bc4b 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -80,7 +80,10 @@ if (params.posterior_probabilities == "percolator") {
 
         //PERCOLATOR
         withName: '.*:PERCOLATOR' {
-            ext.args    = "-debug $params.percolator_debug"
+            ext.args    = [
+                "-debug $params.percolator_debug",
+                (params.fdr_level != 'psm_level_fdrs') ? "-" + params.fdr_level : ""
+            ].join(' ').trim()
         }
     }
 } else {
diff --git a/nextflow.config b/nextflow.config
index ad30cb2e..2461e68e 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -124,7 +124,7 @@ params {
     // Percolator flags
     train_FDR                    = 0.05
     test_FDR                     = 0.05
-    FDR_level                    = 'peptide-level-fdrs'
+    fdr_level                    = 'peptide_level_fdrs'
     klammer                      = false
     description_correct_features = 0
     subset_max_train             = 300000
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 1ad00b40..746e312c 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -522,12 +522,12 @@
             "description": "In the following you can find help for the Percolator specific options that are only used if [`--posterior_probabilities`](#posterior_probabilities) was set to 'percolator'.\nNote that there are currently some restrictions to the original options of Percolator:\n\n* no Percolator protein FDR possible (currently OpenMS' FDR is used on protein level)\n* no support for separate target and decoy databases (i.e. no min-max q-value calculation or target-decoy competition strategy)\n* no support for combined or experiment-wide peptide re-scoring. Currently search results per input file are submitted to Percolator independently.",
             "default": "",
             "properties": {
-                "FDR_level": {
+                "fdr_level": {
                     "type": "string",
-                    "description": "Calculate FDR on PSM ('psm-level-fdrs') or peptide level ('peptide-level-fdrs')?",
-                    "default": "peptide-level-fdrs",
+                    "description": "Calculate FDR on PSM ('psm_level_fdrs') or peptide level ('peptide_level_fdrs')?",
+                    "default": "peptide_level_fdrs",
                     "fa_icon": "fas fa-list-ol",
-                    "enum": ["peptide-level-fdrs", "psm-level-fdrs"]
+                    "enum": ["peptide_level_fdrs", "psm_level_fdrs"]
                 },
                 "train_FDR": {
                     "type": "number",
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index 82c9a870..7645dfb4 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -109,6 +109,9 @@ workflow QUANTMS {
         if (params.id_only == false) {
             log.warn "The mokapot rescoring engine currently only is supported in id_only subworkflow via ms2rescore."
         }
+        if (params.posterior_probabilities == "mokapot" && params.FDR_level == "peptide-level-fdrs") {
+                log.warn "The rescoring engine is set to mokapot. This rescoring engine currently only supports psm-level-fdr via ms2rescore."
+        }
         DDA_ID( FILE_PREPARATION.out.results, ch_searchengine_in_db, FILE_PREPARATION.out.spectrum_data, CREATE_INPUT_CHANNEL.out.ch_expdesign)
         ch_versions = ch_versions.mix(DDA_ID.out.version.ifEmpty(null))
     } else {

From bae2e3e43aea202818adf79e2de3c23ee77f193b Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Tue, 7 May 2024 11:22:20 +0800
Subject: [PATCH 114/264] fixed typo

---
 conf/test_full_lfq.config | 2 +-
 conf/test_full_tmt.config | 2 +-
 conf/test_localize.config | 1 +
 workflows/quantms.nf      | 2 +-
 4 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/conf/test_full_lfq.config b/conf/test_full_lfq.config
index fe17eb44..4e4684f1 100644
--- a/conf/test_full_lfq.config
+++ b/conf/test_full_lfq.config
@@ -29,5 +29,5 @@ params {
     add_decoys = true
     add_triqler_output = true
     protein_level_fdr_cutoff = 0.01
-    psm_pep_fdr_cutoff = 0.01
+    psm_level_fdr_cutoff = 0.01
 }
diff --git a/conf/test_full_tmt.config b/conf/test_full_tmt.config
index d4b8469f..11eea647 100644
--- a/conf/test_full_tmt.config
+++ b/conf/test_full_tmt.config
@@ -27,7 +27,7 @@ params {
     posterior_probabilities = "percolator"
     search_engines = "comet,msgf"
     protein_level_fdr_cutoff = 0.01
-    psm_pep_fdr_cutoff = 0.01
+    psm_level_fdr_cutoff = 0.01
     add_decoys = true
     protocol = 'TMT'
 }
diff --git a/conf/test_localize.config b/conf/test_localize.config
index 3ed7a152..ef32bddd 100644
--- a/conf/test_localize.config
+++ b/conf/test_localize.config
@@ -30,4 +30,5 @@ params {
     psm_level_fdr_cutoff = 0.50
     skip_post_msstats = true
     quantify_decoys = true
+    fdr_level = "psm_level_fdrs"
 }
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index 7645dfb4..e45a6c64 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -109,7 +109,7 @@ workflow QUANTMS {
         if (params.id_only == false) {
             log.warn "The mokapot rescoring engine currently only is supported in id_only subworkflow via ms2rescore."
         }
-        if (params.posterior_probabilities == "mokapot" && params.FDR_level == "peptide-level-fdrs") {
+        if (params.posterior_probabilities == "mokapot" && params.fdr_level == "peptide_level_fdrs") {
                 log.warn "The rescoring engine is set to mokapot. This rescoring engine currently only supports psm-level-fdr via ms2rescore."
         }
         DDA_ID( FILE_PREPARATION.out.results, ch_searchengine_in_db, FILE_PREPARATION.out.spectrum_data, CREATE_INPUT_CHANNEL.out.ch_expdesign)

From e2b4e270ce0bd8a34ad43d18f91f1d270719aaf2 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Fri, 10 May 2024 19:54:52 +0800
Subject: [PATCH 115/264] add ci and fixed bugs

---
 .github/workflows/ci.yml         |  2 +-
 conf/test_dda_id.config          | 37 ++++++++++++++++++++++++++++++++
 modules/local/ms2rescore/main.nf |  7 ++++++
 nextflow.config                  |  1 +
 subworkflows/local/dda_id.nf     | 23 ++++++++++++++------
 workflows/quantms.nf             |  2 ++
 6 files changed, 64 insertions(+), 8 deletions(-)
 create mode 100644 conf/test_dda_id.config

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 96b5e2c4..a7289004 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -34,7 +34,7 @@ jobs:
         NXF_VER:
           - "23.04.0"
           - "latest-everything"
-        test_profile: ["test_lfq", "test_lfq_sage", "test_dia", "test_localize", "test_tmt"]
+        test_profile: ["test_lfq", "test_lfq_sage", "test_dia", "test_localize", "test_tmt", "test_dda_id"]
         exec_profile: ["docker", "conda"]
         exclude:
           - test_profile: test_dia
diff --git a/conf/test_dda_id.config b/conf/test_dda_id.config
new file mode 100644
index 00000000..0bbd9311
--- /dev/null
+++ b/conf/test_dda_id.config
@@ -0,0 +1,37 @@
+/*
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+    Nextflow config file for running real full-size tests
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+    Defines input files and everything required to run a real and full-size test.
+
+    Use as follows:
+        nextflow run nf-core/quantms -profile test_dda_id,<docker/singularity> [--outdir <OUTDIR>]
+
+------------------------------------------------------------------------------------------------
+*/
+
+params {
+    config_profile_name        = 'Real full-size test profile for DDA ID'
+    config_profile_description = 'Real full-size test dataset to check pipeline function of the DDA identification branch of the pipeline'
+
+    // Limit resources so that this can run on GitHub Actions
+    max_cpus = 2
+    max_memory = 6.GB
+    max_time = 48.h
+
+    outdir = "./results_lfq_dda_id"
+
+    // Input data
+    input = 'https://raw.githubusercontent.com/nf-core/test-datasets/quantms/testdata/tmt_ci/PXD000001.sdrf.tsv'
+    database = 'https://raw.githubusercontent.com/nf-core/test-datasets/quantms/testdata/tmt_ci/erwinia_carotovora.fasta'
+    posterior_probabilities = "percolator"
+    search_engines = "msgf,comet"
+    add_decoys = true
+    decoy_string = "rev"
+    protein_level_fdr_cutoff = 0.01
+    psm_level_fdr_cutoff = 1.0
+    pmultiqc_idxml_skip = false
+    id_only = true
+    enable_pmultiqc = false
+    ms2rescore = true
+}
diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index 6667337a..fa0f1a60 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -36,6 +36,12 @@ process MS2RESCORE {
         ms2_tolerence = 0.02
     }
 
+    if (params.decoy_string_position == "prefix") {
+        decoy_pattern = "^${params.decoy_string}"
+    } else {
+        decoy_pattern = "${params.decoy_string}\$"
+    }
+
     """
     ms2rescore_cli.py \\
         --psm_file $idxml \\
@@ -43,6 +49,7 @@ process MS2RESCORE {
         --ms2_tolerance $ms2_tolerence \\
         --output_path ${idxml.baseName}_ms2rescore.idXML \\
         --processes $task.cpus \\
+        --id_decoy_pattern $decoy_pattern \\
         $args \\
         2>&1 | tee ${meta.mzml_id}_ms2rescore.log
 
diff --git a/nextflow.config b/nextflow.config
index 2461e68e..22303377 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -412,6 +412,7 @@ profiles {
     test_full_tmt   { includeConfig 'conf/test_full_tmt.config' }
     test_full_dia   { includeConfig 'conf/test_full_dia.config' }
     test_full       { includeConfig 'conf/test_full_lfq.config' }
+    test_dda_id     { includeConfig 'conf/test_dda_id.config'   }
     mambaci         { includeConfig 'conf/mambaci.config'       }
 
 }
diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index e04f851a..918a19cf 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -48,6 +48,8 @@ workflow DDA_ID {
             return [meta, filename, []]
     }.set{ch_id_files_branched}
 
+    ch_pmultiqc_consensus = Channel.empty()
+    ch_pmultiqc_ids = Channel.empty()
 
     //
     // SUBWORKFLOW: Rescoring
@@ -59,14 +61,12 @@ workflow DDA_ID {
                 ch_software_versions = ch_software_versions.mix(MS2RESCORE.out.versions)
 
                 MS2RESCORE.out.idxml.join(MS2RESCORE.out.feature_names).branch{ meta, idxml, feature_name ->
-                    sage: idxml.name.contains('sage')
-                        return [meta, idxml]
-                    nosage: true
+                    feature: true
                         return [meta, idxml, feature_name]
                 }.set{ch_ms2rescore_branched}
 
-                EXTRACTPSMFEATURES(ch_ms2rescore_branched.nosage)
-                ch_id_files_feats = EXTRACTPSMFEATURES.out.id_files_feat.mix(ch_ms2rescore_branched.sage)
+                EXTRACTPSMFEATURES(ch_ms2rescore_branched.feature)
+                ch_id_files_feats = EXTRACTPSMFEATURES.out.id_files_feat
                 ch_software_versions = ch_software_versions.mix(EXTRACTPSMFEATURES.out.version)
             } else {
                 EXTRACTPSMFEATURES(ch_id_files_branched.nosage)
@@ -143,6 +143,7 @@ workflow DDA_ID {
 
             }
 
+        ch_rescoring_results = ch_consensus_input
 
         } else if (params.posterior_probabilities == 'mokapot') {
             MS2RESCORE(ch_id_files.combine(ch_file_preparation_results, by: 0))
@@ -150,6 +151,7 @@ workflow DDA_ID {
             IDSCORESWITCHER(MS2RESCORE.out.idxml.combine(Channel.value("PEP")))
             ch_software_versions = ch_software_versions.mix(IDSCORESWITCHER.out.version)
             ch_consensus_input = IDSCORESWITCHER.out.id_score_switcher.combine(Channel.value("MS:1001491"))
+            ch_rescoring_results = IDSCORESWITCHER.out.id_files_ForIDPEP
         } else {
             ch_fdridpep = Channel.empty()
             if (params.search_engines.split(",").size() == 1) {
@@ -161,6 +163,7 @@ workflow DDA_ID {
             IDPEP(ch_fdridpep.mix(ch_id_files))
             ch_software_versions = ch_software_versions.mix(IDPEP.out.version)
             ch_consensus_input = IDPEP.out.id_files_ForIDPEP
+            ch_rescoring_results = ch_consensus_input
         }
 
         //
@@ -172,7 +175,9 @@ workflow DDA_ID {
             CONSENSUSID(ch_consensus_input.groupTuple(size: params.search_engines.split(",").size()))
             ch_software_versions = ch_software_versions.mix(CONSENSUSID.out.version.ifEmpty(null))
             ch_psmfdrcontrol = CONSENSUSID.out.consensusids
-            ch_consensus_results = CONSENSUSID.out.consensusids
+            ch_psmfdrcontrol
+                .map { it -> it[1] }
+                .set { ch_pmultiqc_consensus }
         } else {
             ch_psmfdrcontrol = ch_consensus_input
         }
@@ -180,16 +185,20 @@ workflow DDA_ID {
         PSMFDRCONTROL(ch_psmfdrcontrol)
         ch_software_versions = ch_software_versions.mix(PSMFDRCONTROL.out.version.ifEmpty(null))
 
-
         // Extract PSMs and export parquet format
         PSMCONVERSION(PSMFDRCONTROL.out.id_filtered.combine(ch_spectrum_data, by: 0))
 
+        ch_rescoring_results
+            .map { it -> it[1] }
+            .set { ch_pmultiqc_ids }
     } else {
         PSMCONVERSION(ch_id_files.combine(ch_spectrum_data, by: 0))
     }
 
 
     emit:
+    ch_pmultiqc_ids         = ch_pmultiqc_ids
+    ch_pmultiqc_consensus   = ch_pmultiqc_consensus
     version                 = ch_software_versions
 }
 
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index e45a6c64..bd620408 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -114,6 +114,8 @@ workflow QUANTMS {
         }
         DDA_ID( FILE_PREPARATION.out.results, ch_searchengine_in_db, FILE_PREPARATION.out.spectrum_data, CREATE_INPUT_CHANNEL.out.ch_expdesign)
         ch_versions = ch_versions.mix(DDA_ID.out.version.ifEmpty(null))
+        ch_ids_pmultiqc = ch_ids_pmultiqc.mix(DDA_ID.out.ch_pmultiqc_ids)
+        ch_consensus_pmultiqc = ch_consensus_pmultiqc.mix(DDA_ID.out.ch_pmultiqc_consensus)
     } else {
         TMT(ch_fileprep_result.iso, CREATE_INPUT_CHANNEL.out.ch_expdesign, ch_searchengine_in_db)
         ch_ids_pmultiqc = ch_ids_pmultiqc.mix(TMT.out.ch_pmultiqc_ids)

From 5341cf2a0c5d88f942be0bb27de818da2f8d6e06 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Fri, 10 May 2024 20:05:21 +0800
Subject: [PATCH 116/264] merge template

---
 .github/workflows/linting.yml         | 19 +++++++++----------
 .github/workflows/linting_comment.yml |  2 +-
 2 files changed, 10 insertions(+), 11 deletions(-)

diff --git a/.github/workflows/linting.yml b/.github/workflows/linting.yml
index 073e1876..1fcafe88 100644
--- a/.github/workflows/linting.yml
+++ b/.github/workflows/linting.yml
@@ -14,13 +14,12 @@ jobs:
   pre-commit:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
+      - uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
 
-      - name: Set up Python 3.11
-        uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5
+      - name: Set up Python 3.12
+        uses: actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d # v5
         with:
-          python-version: 3.11
-          cache: "pip"
+          python-version: "3.12"
 
       - name: Install pre-commit
         run: pip install pre-commit
@@ -32,14 +31,14 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Check out pipeline code
-        uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
+        uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
 
       - name: Install Nextflow
-        uses: nf-core/setup-nextflow@v1
+        uses: nf-core/setup-nextflow@v2
 
-      - uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5
+      - uses: actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d # v5
         with:
-          python-version: "3.11"
+          python-version: "3.12"
           architecture: "x64"
 
       - name: Install dependencies
@@ -60,7 +59,7 @@ jobs:
 
       - name: Upload linting log file artifact
         if: ${{ always() }}
-        uses: actions/upload-artifact@5d5d22a31266ced268874388b861e4b58bb5c2f3 # v4
+        uses: actions/upload-artifact@65462800fd760344b1a7b4382951275a0abb4808 # v4
         with:
           name: linting-logs
           path: |
diff --git a/.github/workflows/linting_comment.yml b/.github/workflows/linting_comment.yml
index b706875f..40acc23f 100644
--- a/.github/workflows/linting_comment.yml
+++ b/.github/workflows/linting_comment.yml
@@ -11,7 +11,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Download lint results
-        uses: dawidd6/action-download-artifact@f6b0bace624032e30a85a8fd9c1a7f8f611f5737 # v3
+        uses: dawidd6/action-download-artifact@09f2f74827fd3a8607589e5ad7f9398816f540fe # v3
         with:
           workflow: linting.yml
           workflow_conclusion: completed

From 9919dffd1fbe8c1c573b23938502de2702954422 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 11 May 2024 14:07:08 +0800
Subject: [PATCH 117/264] fixed

---
 bin/add_sage_feature.py              | 38 +++++++++++++++++++++++++++
 modules/local/add_sage_feat/main.nf  | 32 +++++++++++++++++++++++
 modules/local/add_sage_feat/meta.yml | 39 ++++++++++++++++++++++++++++
 subworkflows/local/dda_id.nf         | 10 ++++---
 4 files changed, 116 insertions(+), 3 deletions(-)
 create mode 100644 bin/add_sage_feature.py
 create mode 100644 modules/local/add_sage_feat/main.nf
 create mode 100644 modules/local/add_sage_feat/meta.yml

diff --git a/bin/add_sage_feature.py b/bin/add_sage_feature.py
new file mode 100644
index 00000000..0ebe8e7c
--- /dev/null
+++ b/bin/add_sage_feature.py
@@ -0,0 +1,38 @@
+#!/usr/bin/env python
+# Add extra features in sage idXML. Adding extra feature in Sage isn't known input for PSMFeatureExtractor
+
+import pyopenms as oms
+import pandas as pd
+import sys
+
+
+def add_feature(idx_file, output_file, feat_file):
+    extra_feat = []
+    feat = pd.read_csv(feat_file, sep='\t')
+    for _, row in feat.iterrows():
+        if row["feature_generator"] == 'psm_file':
+            continue
+        else:
+            extra_feat.append(row["feature_name"])
+    print("Adding extra feature: {}".format(extra_feat))
+    protein_ids = []
+    peptide_ids = []
+    oms.IdXMLFile().load(idx_file, protein_ids, peptide_ids)
+    SearchParameters = protein_ids[0].getSearchParameters()
+    features = SearchParameters.getMetaValue("extra_features")
+    extra_features = features + "," + ",".join(extra_feat)
+    SearchParameters.setMetaValue("extra_features", extra_features)
+    protein_ids[0].setSearchParameters(SearchParameters)
+    oms.IdXMLFile().store(output_file, protein_ids, peptide_ids)
+    print("Done")
+
+
+def main():
+    idx_file = sys.argv[1]
+    output_file = sys.argv[2]
+    feat_file = sys.argv[3]
+    add_feature(idx_file, output_file, feat_file)
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/modules/local/add_sage_feat/main.nf b/modules/local/add_sage_feat/main.nf
new file mode 100644
index 00000000..72d503d4
--- /dev/null
+++ b/modules/local/add_sage_feat/main.nf
@@ -0,0 +1,32 @@
+process SAGEFEATURE {
+    tag "$meta.mzml_id"
+    label 'process_low'
+
+    conda "bioconda::pyopenms=3.1.0"
+    if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
+        container "https://depot.galaxyproject.org/singularity/pyopenms:3.1.0--py39h9b8898c_0"
+    } else {
+        container "biocontainers/pyopenms:3.1.0--py39h9b8898c_0"
+    }
+
+    input:
+    tuple val(meta), path(id_file), path(extra_feat)
+
+    output:
+    tuple val(meta), path("${id_file.baseName}_feat.idXML"), emit: id_files_feat
+    path "versions.yml", emit: version
+    path "*.log", emit: log
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.mzml_id}"
+
+    """
+    add_sage_feature.py "${id_file}" "${id_file.baseName}_feat.idXML" "${extra_feat}" 2>&1 | tee add_sage_feature.log
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        pyopenms: \$(pip show pyopenms | grep "Version" | awk -F ': ' '{print \$2}')
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/add_sage_feat/meta.yml b/modules/local/add_sage_feat/meta.yml
new file mode 100644
index 00000000..946ef7ff
--- /dev/null
+++ b/modules/local/add_sage_feat/meta.yml
@@ -0,0 +1,39 @@
+name: SAGEFEATURE
+description: A module to extract extra features from ms2rescore
+keywords:
+  - features
+  - ms2rescore
+tools:
+  - custom:
+      description: |
+        A custom module to extract extra features from ms2rescore.
+      homepage: https://github.com/bigbio/quantms
+      documentation: https://github.com/bigbio/quantms/tree/readthedocs
+input:
+  - meta:
+      type: map
+      description: Groovy Map containing sample information
+  - id_file:
+      type: file
+      description: |
+        Input idXML file containing the identifications.
+      pattern: "*.idXML"
+output:
+  - meta:
+      type: map
+      description: Groovy Map containing sample information
+  - id_files_feat:
+      type: file
+      description: |
+        Output file in idXML format
+      pattern: "*.idXML"
+  - log:
+      type: file
+      description: log file
+      pattern: "*.log"
+  - version:
+      type: file
+      description: File containing software version
+      pattern: "versions.yml"
+authors:
+  - "@daichengxin"
diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index 918a19cf..546f6b7a 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -13,6 +13,7 @@ include { PSMCONVERSION                  } from '../../modules/local/extract_psm
 include { MS2RESCORE                     } from '../../modules/local/ms2rescore/main'
 include { IDSCORESWITCHER                } from '../../modules/local/openms/idscoreswitcher/main'
 include { GETSAMPLE                      } from '../../modules/local/extract_sample/main'
+include { SAGEFEATURE                    } from '../../modules/local/add_sage_feat/main'
 
 //
 // SUBWORKFLOW: Consisting of a mix of local and nf-core/modules
@@ -61,12 +62,15 @@ workflow DDA_ID {
                 ch_software_versions = ch_software_versions.mix(MS2RESCORE.out.versions)
 
                 MS2RESCORE.out.idxml.join(MS2RESCORE.out.feature_names).branch{ meta, idxml, feature_name ->
-                    feature: true
+                    sage: idxml.name.contains('sage')
+                        return [meta, idxml, feature_name]
+                    nosage: true
                         return [meta, idxml, feature_name]
                 }.set{ch_ms2rescore_branched}
 
-                EXTRACTPSMFEATURES(ch_ms2rescore_branched.feature)
-                ch_id_files_feats = EXTRACTPSMFEATURES.out.id_files_feat
+                EXTRACTPSMFEATURES(ch_ms2rescore_branched.nosage)
+                SAGEFEATURE(ch_ms2rescore_branched.sage)
+                ch_id_files_feats = EXTRACTPSMFEATURES.out.id_files_feat.mix(SAGEFEATURE.out.id_files_feat)
                 ch_software_versions = ch_software_versions.mix(EXTRACTPSMFEATURES.out.version)
             } else {
                 EXTRACTPSMFEATURES(ch_id_files_branched.nosage)

From 86bc73a6196061fe2aedf3d53d5a6a882f65074e Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 11 May 2024 16:09:16 +0800
Subject: [PATCH 118/264] fixed

---
 bin/ms2rescore_cli.py | 1 +
 workflows/dia.nf      | 4 ++--
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/bin/ms2rescore_cli.py b/bin/ms2rescore_cli.py
index 7c607bc4..4c5cd7f2 100644
--- a/bin/ms2rescore_cli.py
+++ b/bin/ms2rescore_cli.py
@@ -1,6 +1,7 @@
 #!/usr/bin/env python
 # Written by Jonas Scheid under the MIT license
 
+
 import sys
 import click
 import importlib.resources
diff --git a/workflows/dia.nf b/workflows/dia.nf
index 06412d57..64b49325 100644
--- a/workflows/dia.nf
+++ b/workflows/dia.nf
@@ -56,8 +56,8 @@ workflow DIA {
     //
     // MODULE: SILICOLIBRARYGENERATION
     //
-    if (params.diann_speclib != null) {
-        speclib = Channel.fromPath(params.diann_speclib)
+    if (params.diann_speclib != null && params.diann_speclib.toString() != "") {
+        speclib = Channel.from(file(params.diann_speclib, checkIfExists: true))
     } else {
         SILICOLIBRARYGENERATION(ch_searchdb, DIANNCFG.out.diann_cfg)
         speclib = SILICOLIBRARYGENERATION.out.predict_speclib

From 82f8fd0cad396f61ace3705466325fe40eea37be Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 11 May 2024 17:01:09 +0800
Subject: [PATCH 119/264] update permission

---
 bin/add_sage_feature.py | 0
 bin/extract_sample.py   | 0
 bin/ms2rescore_cli.py   | 0
 bin/psm_conversion.py   | 0
 4 files changed, 0 insertions(+), 0 deletions(-)
 mode change 100644 => 100755 bin/add_sage_feature.py
 mode change 100644 => 100755 bin/extract_sample.py
 mode change 100644 => 100755 bin/ms2rescore_cli.py
 mode change 100644 => 100755 bin/psm_conversion.py

diff --git a/bin/add_sage_feature.py b/bin/add_sage_feature.py
old mode 100644
new mode 100755
diff --git a/bin/extract_sample.py b/bin/extract_sample.py
old mode 100644
new mode 100755
diff --git a/bin/ms2rescore_cli.py b/bin/ms2rescore_cli.py
old mode 100644
new mode 100755
diff --git a/bin/psm_conversion.py b/bin/psm_conversion.py
old mode 100644
new mode 100755

From b0ca056287a864376641bc327212c93434de9819 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 11 May 2024 20:56:53 +0800
Subject: [PATCH 120/264] fixed name

---
 conf/modules.config              | 9 +++++++++
 modules/local/ms2rescore/main.nf | 4 ++--
 2 files changed, 11 insertions(+), 2 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 89d3bc4b..dc06fdc0 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -317,4 +317,13 @@ process {
         ]
     }
 
+    withName: '.*:DDA_ID:SAGEFEATURE' {
+        publishDir  = [
+            path: { "${params.outdir}/addsagefeature" },
+            pattern: "*.log",
+            mode: params.publish_dir_mode,
+            saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
+        ]
+    }
+
 }
diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index fa0f1a60..06cbe60e 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -55,7 +55,7 @@ process MS2RESCORE {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        MS²Rescore: \$(echo \$(ms2rescore --version 2>&1) | grep -oP 'MS²Rescore \\(v\\K[^\\)]+' ))
+        MS2Rescore: \$(echo \$(ms2rescore --version 2>&1) | grep -oP 'MS²Rescore \\(v\\K[^\\)]+' )
     END_VERSIONS
     """
 
@@ -68,7 +68,7 @@ process MS2RESCORE {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        MS²Rescore: \$(echo \$(ms2rescore --version 2>&1) | grep -oP 'MS²Rescore \\(v\\K[^\\)]+' ))
+        MS2Rescore: \$(echo \$(ms2rescore --version 2>&1) | grep -oP 'MS²Rescore \\(v\\K[^\\)]+' )
     END_VERSIONS
     """
 }

From 9ab838f4cb55f17e77822168a57b819006cb499e Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 11 May 2024 22:04:33 +0800
Subject: [PATCH 121/264] Update main.nf

---
 modules/local/ms2rescore/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index 06cbe60e..3fd42ec8 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -2,7 +2,7 @@ process MS2RESCORE {
     tag "$meta.mzml_id"
     label 'process_high'
 
-    conda "bioconda::ms2rescore=3.0.2"
+    conda "bioconda::ms2rescore=3.0.2 bioconda::psm-utils=0.8.0 conda-forge::pydantic=1.10"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/ms2rescore:3.0.2--pyhdfd78af_0':
         'biocontainers/ms2rescore:3.0.2--pyhdfd78af_0' }"

From f571096c95d4ea52a7d7efa57eb609c2d0ed2338 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sun, 12 May 2024 11:34:49 +0800
Subject: [PATCH 122/264] Update main.nf

---
 modules/local/extract_psm/main.nf | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/modules/local/extract_psm/main.nf b/modules/local/extract_psm/main.nf
index a640316a..d22593a0 100644
--- a/modules/local/extract_psm/main.nf
+++ b/modules/local/extract_psm/main.nf
@@ -2,11 +2,11 @@ process PSMCONVERSION {
     tag "$meta.mzml_id"
     label 'process_medium'
 
-    conda "bioconda::pyopenms=3.1.0"
+    conda "bioconda::pyopenms=2.8.0"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/pyopenms:3.1.0--py39h9b8898c_0"
+        container "https://depot.galaxyproject.org/singularity/pyopenms:2.8.0--py38hd8d5640_1"
     } else {
-        container "biocontainers/pyopenms:3.1.0--py39h9b8898c_0"
+        container "biocontainers/pyopenms:2.8.0--py38hd8d5640_1"
     }
 
     input:

From 0a096b57273f15fe30fa745186ec3253ad94906e Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 13 May 2024 19:13:07 +0800
Subject: [PATCH 123/264] allow skip raw conversion

---
 bin/diann_convert.py               | 24 +++++++++++++-----------
 modules/local/diannconvert/main.nf |  3 ++-
 modules/local/pmultiqc/main.nf     |  2 +-
 nextflow.config                    |  1 +
 nextflow_schema.json               |  7 +++++++
 workflows/quantms.nf               | 26 +++++++++++++++++++-------
 6 files changed, 43 insertions(+), 20 deletions(-)

diff --git a/bin/diann_convert.py b/bin/diann_convert.py
index fb2bdd22..f98b4a52 100755
--- a/bin/diann_convert.py
+++ b/bin/diann_convert.py
@@ -39,12 +39,13 @@ def cli():
 @click.option("--folder", "-f")
 @click.option("--exp_design", "-d")
 @click.option("--diann_version", "-v")
+@click.option("--skip_mzTab", "-s")
 @click.option("--dia_params", "-p")
 @click.option("--charge", "-c")
 @click.option("--missed_cleavages", "-m")
 @click.option("--qvalue_threshold", "-q", type=float)
 @click.pass_context
-def convert(ctx, folder, exp_design, dia_params, diann_version, charge, missed_cleavages, qvalue_threshold):
+def convert(ctx, folder, exp_design, dia_params, diann_version, skip_mzTab, charge, missed_cleavages, qvalue_threshold):
     """
     Convert DIA-NN output to MSstats, Triqler or mzTab.
     The output formats are used for quality control and downstream analysis.
@@ -138,16 +139,17 @@ def convert(ctx, folder, exp_design, dia_params, diann_version, charge, missed_c
     logger.info(f"Triqler input file is saved as {exp_out_prefix}_triqler_in.tsv")
     del out_triqler
 
-    mztab_out = f"{Path(exp_design).stem}_out.mzTab"
-    # Convert to mzTab
-    diann_directory.convert_to_mztab(
-        report=report,
-        f_table=f_table,
-        charge=charge,
-        missed_cleavages=missed_cleavages,
-        dia_params=dia_params,
-        out=mztab_out,
-    )
+    if not skip_mzTab:
+        mztab_out = f"{Path(exp_design).stem}_out.mzTab"
+        # Convert to mzTab
+        diann_directory.convert_to_mztab(
+            report=report,
+            f_table=f_table,
+            charge=charge,
+            missed_cleavages=missed_cleavages,
+            dia_params=dia_params,
+            out=mztab_out,
+        )
 
 
 def _true_stem(x):
diff --git a/modules/local/diannconvert/main.nf b/modules/local/diannconvert/main.nf
index 23524138..9bed9fe8 100644
--- a/modules/local/diannconvert/main.nf
+++ b/modules/local/diannconvert/main.nf
@@ -22,7 +22,7 @@ process DIANNCONVERT {
     output:
     path "*msstats_in.csv", emit: out_msstats
     path "*triqler_in.tsv", emit: out_triqler
-    path "*.mzTab", emit: out_mztab
+    path "*.mzTab", emit: out_mztab optional true
     path "*.log", emit: log
     path "versions.yml", emit: version
 
@@ -39,6 +39,7 @@ process DIANNCONVERT {
         --folder ./ \\
         --exp_design ${exp_design} \\
         --diann_version ./version/versions.yml \\
+        --skip_mzTab $params.skip_raw_conversion \\
         --dia_params "${dia_params}" \\
         --charge $params.max_precursor_charge \\
         --missed_cleavages $params.allowed_missed_cleavages \\
diff --git a/modules/local/pmultiqc/main.nf b/modules/local/pmultiqc/main.nf
index 8b6ad192..aab63830 100644
--- a/modules/local/pmultiqc/main.nf
+++ b/modules/local/pmultiqc/main.nf
@@ -21,7 +21,7 @@ process PMULTIQC {
 
     script:
     def args = task.ext.args ?: ''
-    def disable_pmultiqc = (params.enable_pmultiqc) && (params.export_mztab) ? "" : "--disable_plugin"
+    def disable_pmultiqc = (params.enable_pmultiqc) && (params.export_mztab) && (!params.skip_raw_conversion) ? "" : "--disable_plugin"
     def disable_table_plots = (params.enable_pmultiqc) && (params.skip_table_plots) ? "--disable_table" : ""
     def disable_idxml_index = (params.enable_pmultiqc) && (params.pmultiqc_idxml_skip) ? "--ignored_idxml" : ""
 
diff --git a/nextflow.config b/nextflow.config
index 22303377..a99a9820 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -189,6 +189,7 @@ params {
     species_genes           = false
     diann_normalize         = true
     diann_speclib           = null
+    skip_raw_conversion     = false
 
     // DIA-NN: Extras
     skip_preliminary_analysis    = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 746e312c..210c9f8e 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -175,6 +175,13 @@
                     "description": "Force initial re-indexing of input mzML files. Also fixes some common mistakes in slightly incomplete/outdated mzMLs. (Default: true for safety)",
                     "fa_icon": "far fa-check-square",
                     "help_text": "Force re-indexing in the beginning of the pipeline to make sure that indices are up-to-date and to avoid redundant indexing on-demand in steps that require an index (e.g., Comet)."
+                },
+                "skip_raw_conversion": {
+                    "type": "boolean",
+                    "default": false,
+                    "description": "Convert RAW files to mzML for DIA-NN workflow",
+                    "fa_icon": "far fa-check-square",
+                    "help_text": "Whether to convert RAW files to .mzML for DIA-NN workflow"
                 }
             },
             "fa_icon": "far fa-chart-bar"
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index bd620408..9ba8ba7a 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -61,13 +61,23 @@ workflow QUANTMS {
     //
     // SUBWORKFLOW: File preparation
     //
-    FILE_PREPARATION (
-        CREATE_INPUT_CHANNEL.out.ch_meta_config_iso.mix(CREATE_INPUT_CHANNEL.out.ch_meta_config_lfq).mix(CREATE_INPUT_CHANNEL.out.ch_meta_config_dia)
-    )
+    statistics = Channel.empty()
+    ch_raw_input = Channel.empty()
+    if (params.skip_raw_conversion == false) {
+        FILE_PREPARATION (
+            CREATE_INPUT_CHANNEL.out.ch_meta_config_iso.mix(CREATE_INPUT_CHANNEL.out.ch_meta_config_lfq).mix(CREATE_INPUT_CHANNEL.out.ch_meta_config_dia)
+        )
+        ch_versions = ch_versions.mix(FILE_PREPARATION.out.version.ifEmpty(null))
+        statistics = FILE_PREPARATION.out.statistics
+    } else {
+        ch_raw_input = CREATE_INPUT_CHANNEL.out.ch_meta_config_dia
+        if (ch_raw_input.ifEmpty(true)) {
+            exit 1, 'Allows skipping of raw data conversions in the DIA workflow only!'
+        }
+    }
 
-    ch_versions = ch_versions.mix(FILE_PREPARATION.out.version.ifEmpty(null))
 
-    FILE_PREPARATION.out.results
+    ch_raw_input.mix(FILE_PREPARATION.out.results)
             .branch {
                 dia: it[0].acquisition_method.contains("dia")
                 iso: it[0].labelling_type.contains("tmt") || it[0].labelling_type.contains("itraq")
@@ -131,7 +141,7 @@ workflow QUANTMS {
         ch_msstats_in = ch_msstats_in.mix(LFQ.out.msstats_in)
         ch_versions = ch_versions.mix(LFQ.out.versions.ifEmpty(null))
 
-        DIA(ch_fileprep_result.dia, CREATE_INPUT_CHANNEL.out.ch_expdesign, FILE_PREPARATION.out.statistics)
+        DIA(ch_fileprep_result.dia, CREATE_INPUT_CHANNEL.out.ch_expdesign, statistics)
         ch_pipeline_results = ch_pipeline_results.mix(DIA.out.diann_report)
         ch_msstats_in = ch_msstats_in.mix(DIA.out.msstats_in)
         ch_versions = ch_versions.mix(DIA.out.versions.ifEmpty(null))
@@ -161,7 +171,9 @@ workflow QUANTMS {
     ch_methods_description                = Channel.value(methodsDescriptionText(ch_multiqc_custom_methods_description))
     ch_multiqc_files                      = ch_multiqc_files.mix(ch_multiqc_config)
     ch_multiqc_files                      = ch_multiqc_files.mix(ch_workflow_summary.collectFile(name: 'workflow_summary_mqc.yaml'))
-    ch_multiqc_files                      = ch_multiqc_files.mix(FILE_PREPARATION.out.statistics)
+    if (!params.skip_raw_conversion) {
+        ch_multiqc_files                      = ch_multiqc_files.mix(FILE_PREPARATION.out.statistics)
+    }
     ch_multiqc_files                      = ch_multiqc_files.mix(ch_collated_versions)
     ch_multiqc_files                      = ch_multiqc_files.mix(ch_methods_description.collectFile(name: 'methods_description_mqc.yaml', sort: false))
     ch_multiqc_quantms_logo               = file("$projectDir/assets/nf-core-quantms_logo_light.png")

From cf24916f5022516fd47ce9e330778bff58bc64c6 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Wed, 15 May 2024 11:02:16 +0800
Subject: [PATCH 124/264] Revert "allow skip raw conversion"

This reverts commit 0a096b57273f15fe30fa745186ec3253ad94906e.
---
 bin/diann_convert.py               | 24 +++++++++++-------------
 modules/local/diannconvert/main.nf |  3 +--
 modules/local/pmultiqc/main.nf     |  2 +-
 nextflow.config                    |  1 -
 nextflow_schema.json               |  7 -------
 workflows/quantms.nf               | 26 +++++++-------------------
 6 files changed, 20 insertions(+), 43 deletions(-)

diff --git a/bin/diann_convert.py b/bin/diann_convert.py
index f98b4a52..fb2bdd22 100755
--- a/bin/diann_convert.py
+++ b/bin/diann_convert.py
@@ -39,13 +39,12 @@ def cli():
 @click.option("--folder", "-f")
 @click.option("--exp_design", "-d")
 @click.option("--diann_version", "-v")
-@click.option("--skip_mzTab", "-s")
 @click.option("--dia_params", "-p")
 @click.option("--charge", "-c")
 @click.option("--missed_cleavages", "-m")
 @click.option("--qvalue_threshold", "-q", type=float)
 @click.pass_context
-def convert(ctx, folder, exp_design, dia_params, diann_version, skip_mzTab, charge, missed_cleavages, qvalue_threshold):
+def convert(ctx, folder, exp_design, dia_params, diann_version, charge, missed_cleavages, qvalue_threshold):
     """
     Convert DIA-NN output to MSstats, Triqler or mzTab.
     The output formats are used for quality control and downstream analysis.
@@ -139,17 +138,16 @@ def convert(ctx, folder, exp_design, dia_params, diann_version, skip_mzTab, char
     logger.info(f"Triqler input file is saved as {exp_out_prefix}_triqler_in.tsv")
     del out_triqler
 
-    if not skip_mzTab:
-        mztab_out = f"{Path(exp_design).stem}_out.mzTab"
-        # Convert to mzTab
-        diann_directory.convert_to_mztab(
-            report=report,
-            f_table=f_table,
-            charge=charge,
-            missed_cleavages=missed_cleavages,
-            dia_params=dia_params,
-            out=mztab_out,
-        )
+    mztab_out = f"{Path(exp_design).stem}_out.mzTab"
+    # Convert to mzTab
+    diann_directory.convert_to_mztab(
+        report=report,
+        f_table=f_table,
+        charge=charge,
+        missed_cleavages=missed_cleavages,
+        dia_params=dia_params,
+        out=mztab_out,
+    )
 
 
 def _true_stem(x):
diff --git a/modules/local/diannconvert/main.nf b/modules/local/diannconvert/main.nf
index 9bed9fe8..23524138 100644
--- a/modules/local/diannconvert/main.nf
+++ b/modules/local/diannconvert/main.nf
@@ -22,7 +22,7 @@ process DIANNCONVERT {
     output:
     path "*msstats_in.csv", emit: out_msstats
     path "*triqler_in.tsv", emit: out_triqler
-    path "*.mzTab", emit: out_mztab optional true
+    path "*.mzTab", emit: out_mztab
     path "*.log", emit: log
     path "versions.yml", emit: version
 
@@ -39,7 +39,6 @@ process DIANNCONVERT {
         --folder ./ \\
         --exp_design ${exp_design} \\
         --diann_version ./version/versions.yml \\
-        --skip_mzTab $params.skip_raw_conversion \\
         --dia_params "${dia_params}" \\
         --charge $params.max_precursor_charge \\
         --missed_cleavages $params.allowed_missed_cleavages \\
diff --git a/modules/local/pmultiqc/main.nf b/modules/local/pmultiqc/main.nf
index aab63830..8b6ad192 100644
--- a/modules/local/pmultiqc/main.nf
+++ b/modules/local/pmultiqc/main.nf
@@ -21,7 +21,7 @@ process PMULTIQC {
 
     script:
     def args = task.ext.args ?: ''
-    def disable_pmultiqc = (params.enable_pmultiqc) && (params.export_mztab) && (!params.skip_raw_conversion) ? "" : "--disable_plugin"
+    def disable_pmultiqc = (params.enable_pmultiqc) && (params.export_mztab) ? "" : "--disable_plugin"
     def disable_table_plots = (params.enable_pmultiqc) && (params.skip_table_plots) ? "--disable_table" : ""
     def disable_idxml_index = (params.enable_pmultiqc) && (params.pmultiqc_idxml_skip) ? "--ignored_idxml" : ""
 
diff --git a/nextflow.config b/nextflow.config
index a99a9820..22303377 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -189,7 +189,6 @@ params {
     species_genes           = false
     diann_normalize         = true
     diann_speclib           = null
-    skip_raw_conversion     = false
 
     // DIA-NN: Extras
     skip_preliminary_analysis    = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 210c9f8e..746e312c 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -175,13 +175,6 @@
                     "description": "Force initial re-indexing of input mzML files. Also fixes some common mistakes in slightly incomplete/outdated mzMLs. (Default: true for safety)",
                     "fa_icon": "far fa-check-square",
                     "help_text": "Force re-indexing in the beginning of the pipeline to make sure that indices are up-to-date and to avoid redundant indexing on-demand in steps that require an index (e.g., Comet)."
-                },
-                "skip_raw_conversion": {
-                    "type": "boolean",
-                    "default": false,
-                    "description": "Convert RAW files to mzML for DIA-NN workflow",
-                    "fa_icon": "far fa-check-square",
-                    "help_text": "Whether to convert RAW files to .mzML for DIA-NN workflow"
                 }
             },
             "fa_icon": "far fa-chart-bar"
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index 9ba8ba7a..bd620408 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -61,23 +61,13 @@ workflow QUANTMS {
     //
     // SUBWORKFLOW: File preparation
     //
-    statistics = Channel.empty()
-    ch_raw_input = Channel.empty()
-    if (params.skip_raw_conversion == false) {
-        FILE_PREPARATION (
-            CREATE_INPUT_CHANNEL.out.ch_meta_config_iso.mix(CREATE_INPUT_CHANNEL.out.ch_meta_config_lfq).mix(CREATE_INPUT_CHANNEL.out.ch_meta_config_dia)
-        )
-        ch_versions = ch_versions.mix(FILE_PREPARATION.out.version.ifEmpty(null))
-        statistics = FILE_PREPARATION.out.statistics
-    } else {
-        ch_raw_input = CREATE_INPUT_CHANNEL.out.ch_meta_config_dia
-        if (ch_raw_input.ifEmpty(true)) {
-            exit 1, 'Allows skipping of raw data conversions in the DIA workflow only!'
-        }
-    }
+    FILE_PREPARATION (
+        CREATE_INPUT_CHANNEL.out.ch_meta_config_iso.mix(CREATE_INPUT_CHANNEL.out.ch_meta_config_lfq).mix(CREATE_INPUT_CHANNEL.out.ch_meta_config_dia)
+    )
 
+    ch_versions = ch_versions.mix(FILE_PREPARATION.out.version.ifEmpty(null))
 
-    ch_raw_input.mix(FILE_PREPARATION.out.results)
+    FILE_PREPARATION.out.results
             .branch {
                 dia: it[0].acquisition_method.contains("dia")
                 iso: it[0].labelling_type.contains("tmt") || it[0].labelling_type.contains("itraq")
@@ -141,7 +131,7 @@ workflow QUANTMS {
         ch_msstats_in = ch_msstats_in.mix(LFQ.out.msstats_in)
         ch_versions = ch_versions.mix(LFQ.out.versions.ifEmpty(null))
 
-        DIA(ch_fileprep_result.dia, CREATE_INPUT_CHANNEL.out.ch_expdesign, statistics)
+        DIA(ch_fileprep_result.dia, CREATE_INPUT_CHANNEL.out.ch_expdesign, FILE_PREPARATION.out.statistics)
         ch_pipeline_results = ch_pipeline_results.mix(DIA.out.diann_report)
         ch_msstats_in = ch_msstats_in.mix(DIA.out.msstats_in)
         ch_versions = ch_versions.mix(DIA.out.versions.ifEmpty(null))
@@ -171,9 +161,7 @@ workflow QUANTMS {
     ch_methods_description                = Channel.value(methodsDescriptionText(ch_multiqc_custom_methods_description))
     ch_multiqc_files                      = ch_multiqc_files.mix(ch_multiqc_config)
     ch_multiqc_files                      = ch_multiqc_files.mix(ch_workflow_summary.collectFile(name: 'workflow_summary_mqc.yaml'))
-    if (!params.skip_raw_conversion) {
-        ch_multiqc_files                      = ch_multiqc_files.mix(FILE_PREPARATION.out.statistics)
-    }
+    ch_multiqc_files                      = ch_multiqc_files.mix(FILE_PREPARATION.out.statistics)
     ch_multiqc_files                      = ch_multiqc_files.mix(ch_collated_versions)
     ch_multiqc_files                      = ch_multiqc_files.mix(ch_methods_description.collectFile(name: 'methods_description_mqc.yaml', sort: false))
     ch_multiqc_quantms_logo               = file("$projectDir/assets/nf-core-quantms_logo_light.png")

From cbb8edd969a3656d7b5fed63b1308442fc012a7d Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Wed, 15 May 2024 11:04:45 +0800
Subject: [PATCH 125/264] add msgfdb_indexing

---
 .../openms/thirdparty/msgfdb_indexing/main.nf | 36 +++++++++++++++++++
 .../thirdparty/msgfdb_indexing/meta.yml       | 32 +++++++++++++++++
 .../thirdparty/searchenginemsgf/main.nf       |  2 +-
 subworkflows/local/databasesearchengines.nf   |  4 ++-
 4 files changed, 72 insertions(+), 2 deletions(-)
 create mode 100644 modules/local/openms/thirdparty/msgfdb_indexing/main.nf
 create mode 100644 modules/local/openms/thirdparty/msgfdb_indexing/meta.yml

diff --git a/modules/local/openms/thirdparty/msgfdb_indexing/main.nf b/modules/local/openms/thirdparty/msgfdb_indexing/main.nf
new file mode 100644
index 00000000..c9e206ec
--- /dev/null
+++ b/modules/local/openms/thirdparty/msgfdb_indexing/main.nf
@@ -0,0 +1,36 @@
+process MSGFDBINDEXING {
+    tag "$database.baseName"
+    label 'process_low'
+    label 'openms'
+
+    conda "bioconda::openms-thirdparty=3.1.0"
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/openms-thirdparty:3.1.0--h9ee0642_1' :
+        'biocontainers/openms-thirdparty:3.1.0--h9ee0642_1' }"
+
+    input:
+    path(database)
+
+    output:
+    tuple path("${database.baseName}.cnlcp"), path("${database.baseName}.canno"), path("${database.baseName}.csarr"), path("${database.baseName}.cseq"), emit: msgfdb_idx
+    path "versions.yml",   emit: version
+    path "*.log",   emit: log
+
+    script:
+    def args = task.ext.args ?: ''
+
+    """
+    msgf_plus edu.ucsd.msjava.msdbsearch.BuildSA \\
+        -d ${database} \\
+        -o ./ \\
+        -tda 0 \\
+        -debug $params.db_debug \\
+        $args \\
+        2>&1 | tee ${database.baseName}_msgfdb_idx.log
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        msgf_plus: \$(msgf_plus 2>&1 | grep -E '^MS-GF\\+ Release.*')
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/openms/thirdparty/msgfdb_indexing/meta.yml b/modules/local/openms/thirdparty/msgfdb_indexing/meta.yml
new file mode 100644
index 00000000..8919e89e
--- /dev/null
+++ b/modules/local/openms/thirdparty/msgfdb_indexing/meta.yml
@@ -0,0 +1,32 @@
+name: msgfdb_indexing
+description: Indexing the database prior to the database search for MS-GF+.
+keywords:
+  - Indexing
+  - database
+  - msgf
+tools:
+  - msgf_plus:
+      description: |
+        The MS-GF+ protein identification (database search) engine.
+      homepage: https://abibuilder.cs.uni-tuebingen.de/archive/openms/Documentation/nightly/html/TOPP_MSGFPlusAdapter.html
+      documentation: https://abibuilder.cs.uni-tuebingen.de/archive/openms/Documentation/nightly/html/TOPP_MSGFPlusAdapter.html
+input:
+  - database:
+      type: file
+      description: fasta file
+      pattern: "*.{fasta,fa}"
+output:
+  - msgfdb_idx:
+      type: file
+      description: Database indexing files
+      pattern: "*.{cnlcp,canno,csarr,cseq}"
+  - log:
+      type: file
+      description: log file
+      pattern: "*.log"
+  - version:
+      type: file
+      description: File containing software version
+      pattern: "versions.yml"
+authors:
+  - "@daichengxin"
diff --git a/modules/local/openms/thirdparty/searchenginemsgf/main.nf b/modules/local/openms/thirdparty/searchenginemsgf/main.nf
index b76b1106..4735b043 100644
--- a/modules/local/openms/thirdparty/searchenginemsgf/main.nf
+++ b/modules/local/openms/thirdparty/searchenginemsgf/main.nf
@@ -9,7 +9,7 @@ process SEARCHENGINEMSGF {
         'biocontainers/openms-thirdparty:3.1.0--h9ee0642_1' }"
 
     input:
-    tuple val(meta),  path(mzml_file), path(database)
+    tuple val(meta),  path(mzml_file), path(database), path(cnlcp), path(canno), path(csarr), path(cseq)
 
     output:
     tuple val(meta), path("${mzml_file.baseName}_msgf.idXML"),  emit: id_files_msgf
diff --git a/subworkflows/local/databasesearchengines.nf b/subworkflows/local/databasesearchengines.nf
index e0d62bfc..0c1209c6 100644
--- a/subworkflows/local/databasesearchengines.nf
+++ b/subworkflows/local/databasesearchengines.nf
@@ -5,6 +5,7 @@
 include { SEARCHENGINEMSGF  } from '../../modules/local/openms/thirdparty/searchenginemsgf/main'
 include { SEARCHENGINECOMET } from '../../modules/local/openms/thirdparty/searchenginecomet/main'
 include { SEARCHENGINESAGE  } from '../../modules/local/openms/thirdparty/searchenginesage/main'
+include { MSGFDBINDEXING    } from '../../modules/local/openms/thirdparty/msgfdb_indexing/main'
 
 workflow DATABASESEARCHENGINES {
     take:
@@ -15,7 +16,8 @@ workflow DATABASESEARCHENGINES {
     (ch_id_msgf, ch_id_comet, ch_id_sage, ch_versions) = [ Channel.empty(), Channel.empty(), Channel.empty(), Channel.empty() ]
 
     if (params.search_engines.contains("msgf")) {
-        SEARCHENGINEMSGF(ch_mzmls_search.combine(ch_searchengine_in_db))
+        MSGFDBINDEXING(ch_searchengine_in_db)
+        SEARCHENGINEMSGF(ch_mzmls_search.combine(ch_searchengine_in_db).combine(MSGFDBINDEXING.out.msgfdb_idx))
         ch_versions = ch_versions.mix(SEARCHENGINEMSGF.out.version)
         ch_id_msgf = ch_id_msgf.mix(SEARCHENGINEMSGF.out.id_files_msgf)
     }

From 00edd8cdd17574815d30637fba7b51908bbf9ee8 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 15 Jun 2024 13:31:59 +0800
Subject: [PATCH 126/264] ms2rescore for quant

---
 bin/ms2rescore_cli.py              |   2 +
 conf/modules.config                |   2 +-
 modules/local/ms2rescore/main.nf   |   7 +-
 nextflow.config                    |   3 +-
 nextflow_schema.json               |   8 +-
 subworkflows/local/dda_id.nf       |   4 +-
 subworkflows/local/id.nf           |   2 +-
 subworkflows/local/psmrescoring.nf | 218 ++++++++++++++++++++++++++---
 8 files changed, 217 insertions(+), 29 deletions(-)

diff --git a/bin/ms2rescore_cli.py b/bin/ms2rescore_cli.py
index 4c5cd7f2..e8f67090 100755
--- a/bin/ms2rescore_cli.py
+++ b/bin/ms2rescore_cli.py
@@ -36,6 +36,7 @@ def parse_cli_arguments_to_config(**kwargs):
                 config["ms2rescore"]["feature_generators"]["basic"] = {}
             if "ms2pip" in feature_generators:
                 config["ms2rescore"]["feature_generators"]["ms2pip"] = {
+                    "model_dir": kwargs["ms2pip_model_dir"],
                     "model": kwargs["ms2pip_model"],
                     "ms2_tolerance": kwargs["ms2_tolerance"],
                 }
@@ -147,6 +148,7 @@ def filter_out_artifact_psms(
     default="",
 )
 @click.option("-pipm", "--ms2pip_model", help="MS²PIP model (default: `Immuno-HCD`)", type=str, default="Immuno-HCD")
+@click.option("-md", "--ms2pip_model_dir", help="The path of MS²PIP model (default: `./`)", type=str, default="./")
 @click.option(
     "-ms2tol", "--ms2_tolerance", help="Fragment mass tolerance [Da](default: `0.02`)", type=float, default=0.02
 )
diff --git a/conf/modules.config b/conf/modules.config
index dc06fdc0..92d7a72a 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -317,7 +317,7 @@ process {
         ]
     }
 
-    withName: '.*:DDA_ID:SAGEFEATURE' {
+    withName: '.*:SAGEFEATURE' {
         publishDir  = [
             path: { "${params.outdir}/addsagefeature" },
             pattern: "*.log",
diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index 3fd42ec8..31640fe4 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -2,10 +2,10 @@ process MS2RESCORE {
     tag "$meta.mzml_id"
     label 'process_high'
 
-    conda "bioconda::ms2rescore=3.0.2 bioconda::psm-utils=0.8.0 conda-forge::pydantic=1.10"
+    conda "bioconda::ms2rescore=3.0.3 bioconda::psm-utils=0.8.0 conda-forge::pydantic=1.10"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/ms2rescore:3.0.2--pyhdfd78af_0':
-        'biocontainers/ms2rescore:3.0.2--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/ms2rescore:3.0.3--pyhdfd78af_0':
+        'biocontainers/ms2rescore:3.0.3--pyhdfd78af_0' }"
 
     // userEmulation settings when docker is specified
     containerOptions = (workflow.containerEngine == 'docker') ? '-u $(id -u) -e "HOME=${HOME}" -v /etc/passwd:/etc/passwd:ro -v /etc/shadow:/etc/shadow:ro -v /etc/group:/etc/group:ro -v $HOME:$HOME' : ''
@@ -48,6 +48,7 @@ process MS2RESCORE {
         --spectrum_path . \\
         --ms2_tolerance $ms2_tolerence \\
         --output_path ${idxml.baseName}_ms2rescore.idXML \\
+        --ms2pip_model_dir ${params.ms2pip_model_dir} \\
         --processes $task.cpus \\
         --id_decoy_pattern $decoy_pattern \\
         $args \\
diff --git a/nextflow.config b/nextflow.config
index 22303377..3aa01d83 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -106,6 +106,7 @@ params {
 
     // MSRESCORE flags
     ms2rescore                      = false
+    ms2pip_model_dir                = null
     rescore_range                   = 'independent_run'
     ms2pip_model                    = 'HCD2021'
     feature_generators              = 'deeplc,ms2pip'
@@ -124,7 +125,7 @@ params {
     // Percolator flags
     train_FDR                    = 0.05
     test_FDR                     = 0.05
-    fdr_level                    = 'peptide_level_fdrs'
+    fdr_level                    = 'psm_level_fdrs'
     klammer                      = false
     description_correct_features = 0
     subset_max_train             = 300000
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 746e312c..c480d3cb 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -460,6 +460,12 @@
                     "fa_icon": "fas fa-font",
                     "default": "HCD2021"
                 },
+                "ms2pip_model_dir": {
+                    "type": "string",
+                    "description": "The path of ms2pip model files. Providing model file to avoid repeated download and slow internet connection",
+                    "fa_icon": "fas fa-font",
+                    "default": "HCD2021"
+                },
                 "feature_generators": {
                     "type": "string",
                     "description": "Which feature generator to generate feature.",
@@ -525,7 +531,7 @@
                 "fdr_level": {
                     "type": "string",
                     "description": "Calculate FDR on PSM ('psm_level_fdrs') or peptide level ('peptide_level_fdrs')?",
-                    "default": "peptide_level_fdrs",
+                    "default": "psm_level_fdrs",
                     "fa_icon": "fas fa-list-ol",
                     "enum": ["peptide_level_fdrs", "psm_level_fdrs"]
                 },
diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index 546f6b7a..b1fc7e77 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -86,7 +86,7 @@ workflow DDA_ID {
             } else if (params.rescore_range == "by_sample") {
                 // Sample map
                 GETSAMPLE(ch_expdesign)
-                ch_expdesign_sample = EXTRACT_SAMPLE.out.ch_expdesign_sample
+                ch_expdesign_sample = GETSAMPLE.out.ch_expdesign_sample
                 ch_expdesign_sample.splitCsv(header: true, sep: '\t')
                     .map { get_sample_map(it) }.set{ sample_map_idv }
 
@@ -155,7 +155,7 @@ workflow DDA_ID {
             IDSCORESWITCHER(MS2RESCORE.out.idxml.combine(Channel.value("PEP")))
             ch_software_versions = ch_software_versions.mix(IDSCORESWITCHER.out.version)
             ch_consensus_input = IDSCORESWITCHER.out.id_score_switcher.combine(Channel.value("MS:1001491"))
-            ch_rescoring_results = IDSCORESWITCHER.out.id_files_ForIDPEP
+            ch_rescoring_results = IDSCORESWITCHER.out.ch_consensus_input
         } else {
             ch_fdridpep = Channel.empty()
             if (params.search_engines.split(",").size() == 1) {
diff --git a/subworkflows/local/id.nf b/subworkflows/local/id.nf
index 7383013f..6ebf52a0 100644
--- a/subworkflows/local/id.nf
+++ b/subworkflows/local/id.nf
@@ -33,7 +33,7 @@ workflow ID {
     //
     // SUBWORKFLOW: PSMReScoring
     //
-    PSMRESCORING (DATABASESEARCHENGINES.out.ch_id_files_idx)
+    PSMRESCORING (ch_file_preparation_results, DATABASESEARCHENGINES.out.ch_id_files_idx)
     ch_software_versions = ch_software_versions.mix(PSMRESCORING.out.versions.ifEmpty(null))
 
     //
diff --git a/subworkflows/local/psmrescoring.nf b/subworkflows/local/psmrescoring.nf
index 9f243c87..04a11f4b 100644
--- a/subworkflows/local/psmrescoring.nf
+++ b/subworkflows/local/psmrescoring.nf
@@ -6,45 +6,223 @@ include { EXTRACTPSMFEATURES             } from '../../modules/local/openms/extr
 include { PERCOLATOR                     } from '../../modules/local/openms/thirdparty/percolator/main'
 include { FALSEDISCOVERYRATE as FDRIDPEP } from '../../modules/local/openms/falsediscoveryrate/main'
 include { IDPEP                          } from '../../modules/local/openms/idpep/main'
+include { MS2RESCORE                     } from '../../modules/local/ms2rescore/main'
+include { GETSAMPLE                      } from '../../modules/local/extract_sample/main'
+include { SAGEFEATURE                    } from '../../modules/local/add_sage_feat/main'
+include { IDMERGER                       } from '../../modules/local/openms/idmerger/main'
+include { IDRIPPER                       } from '../../modules/local/openms/idripper/main'
 
 workflow PSMRESCORING {
     take:
+    ch_file_preparation_results
     ch_id_files
 
     main:
-    ch_versions = Channel.empty()
+    ch_software_versions = Channel.empty()
     ch_results  = Channel.empty()
     ch_fdridpep = Channel.empty()
 
+    ch_id_files.branch{ meta, filename ->
+        sage: filename.name.contains('sage')
+            return [meta, filename]
+        nosage: true
+            return [meta, filename, []]
+    }.set{ch_id_files_branched}
+
     if (params.posterior_probabilities == 'percolator') {
-        ch_id_files.branch{ meta, filename ->
-            sage: filename.name.contains('sage')
-                return [meta, filename]
-            nosage: true
-                return [meta, filename, []]
-        }.set{ch_id_files_branched}
-        EXTRACTPSMFEATURES(ch_id_files_branched.nosage)
-        ch_id_files_feats = ch_id_files_branched.sage.mix(EXTRACTPSMFEATURES.out.id_files_feat)
-        ch_versions = ch_versions.mix(EXTRACTPSMFEATURES.out.version)
-        PERCOLATOR(ch_id_files_feats)
-        ch_versions = ch_versions.mix(PERCOLATOR.out.version)
-        ch_results = PERCOLATOR.out.id_files_perc
-    }
+        if (params.ms2rescore == true) {
+            MS2RESCORE(ch_id_files.combine(ch_file_preparation_results, by: 0))
+            ch_software_versions = ch_software_versions.mix(MS2RESCORE.out.versions)
+
+            MS2RESCORE.out.idxml.join(MS2RESCORE.out.feature_names).branch{ meta, idxml, feature_name ->
+                sage: idxml.name.contains('sage')
+                    return [meta, idxml, feature_name]
+                nosage: true
+                    return [meta, idxml, feature_name]
+            }.set{ch_ms2rescore_branched}
+
+            EXTRACTPSMFEATURES(ch_ms2rescore_branched.nosage)
+            SAGEFEATURE(ch_ms2rescore_branched.sage)
+            ch_id_files_feats = EXTRACTPSMFEATURES.out.id_files_feat.mix(SAGEFEATURE.out.id_files_feat)
+            ch_software_versions = ch_software_versions.mix(EXTRACTPSMFEATURES.out.version)
+        } else {
+            EXTRACTPSMFEATURES(ch_id_files_branched.nosage)
+            ch_id_files_feats = ch_id_files_branched.sage.mix(EXTRACTPSMFEATURES.out.id_files_feat)
+            ch_software_versions = ch_software_versions.mix(EXTRACTPSMFEATURES.out.version)
+        }
+
+        // Rescoring for independent run, Sample or whole experiments
+        if (params.rescore_range == "independent_run") {
+            PERCOLATOR(ch_id_files_feats)
+            ch_software_versions = ch_software_versions.mix(PERCOLATOR.out.version)
+            ch_consensus_input = PERCOLATOR.out.id_files_perc
+        } else if (params.rescore_range == "by_sample") {
+            // Sample map
+            GETSAMPLE(ch_expdesign)
+            ch_expdesign_sample = GETSAMPLE.out.ch_expdesign_sample
+            ch_expdesign_sample.splitCsv(header: true, sep: '\t')
+                .map { get_sample_map(it) }.set{ sample_map_idv }
+
+            sample_map = sample_map_idv.collect().map{ all_sample_map( it ) }
+
+            // Group by search_engines and convert meta
+            ch_id_files_feats.combine( sample_map ).branch{ meta, filename, sample_map  ->
+                sage: filename.name.contains('sage')
+                    return [convert_exp_meta(meta, "sample_id", filename, sample_map), filename]
+                msgf: filename.name.contains('msgf')
+                    return [convert_exp_meta(meta, "sample_id", filename, sample_map), filename]
+                comet: filename.name.contains('comet')
+                    return [convert_exp_meta(meta, "sample_id", filename, sample_map), filename]
+            }.set{ch_id_files_feat_branched}
+
+            // IDMERGER for samples group
+            IDMERGER(ch_id_files_feat_branched.comet.groupTuple(by: 0)
+                .mix(ch_id_files_feat_branched.msgf.groupTuple(by: 0))
+                .mix(ch_id_files_feat_branched.sage.groupTuple(by: 0)))
+            ch_software_versions = ch_software_versions.mix(IDMERGER.out.version)
+
+            PERCOLATOR(IDMERGER.out.id_merged)
+            ch_software_versions = ch_software_versions.mix(PERCOLATOR.out.version)
 
-    if (params.posterior_probabilities != 'percolator') {
+            // Currently only ID runs on exactly one mzML file are supported in CONSENSUSID. Split idXML by runs
+            IDRIPPER(PERCOLATOR.out.id_files_perc)
+            IDRIPPER.out.meta.first().combine(IDRIPPER.out.id_rippers.flatten())
+                .map{ [convert_exp_meta(it[0], "mzml_id", it[1], ""), it[1], "MS:1001491"] }
+                .set{ ch_consensus_input }
+            ch_software_versions = ch_software_versions.mix(IDRIPPER.out.version)
+
+        } else if (params.rescore_range == "by_project"){
+            // Split ch_id_files_feats by search_engines
+            ch_id_files_feats.branch{ meta, filename ->
+                sage: filename.name.contains('sage')
+                    return [convert_exp_meta(meta, "experiment_id", filename, ""), filename]
+                msgf: filename.name.contains('msgf')
+                    return [convert_exp_meta(meta, "experiment_id", filename, ""), filename]
+                comet: filename.name.contains('comet')
+                    return [convert_exp_meta(meta, "experiment_id", filename, ""), filename]
+            }.set{ch_id_files_feat_branched}
+
+            // IDMERGER for whole experiments
+            IDMERGER(ch_id_files_feat_branched.comet.groupTuple(by: 0)
+                .mix(ch_id_files_feat_branched.msgf.groupTuple(by: 0))
+                .mix(ch_id_files_feat_branched.sage.groupTuple(by: 0)))
+            ch_software_versions = ch_software_versions.mix(IDMERGER.out.version)
+
+            PERCOLATOR(IDMERGER.out.id_merged)
+            ch_software_versions = ch_software_versions.mix(PERCOLATOR.out.version)
+
+            // Currently only ID runs on exactly one mzML file are supported in CONSENSUSID. Split idXML by runs
+            IDRIPPER(PERCOLATOR.out.id_files_perc)
+            IDRIPPER.out.meta.first().combine(IDRIPPER.out.id_rippers.flatten())
+                .map{ [convert_exp_meta(it[0], "mzml_id", it[1], ""), it[1], "MS:1001491"] }
+                .set{ ch_consensus_input }
+            ch_software_versions = ch_software_versions.mix(IDRIPPER.out.version)
+
+        }
+
+    ch_rescoring_results = ch_consensus_input
+
+    } else if (params.posterior_probabilities == 'mokapot') {
+        MS2RESCORE(ch_id_files.combine(ch_file_preparation_results, by: 0))
+        ch_software_versions = ch_software_versions.mix(MS2RESCORE.out.versions)
+        IDSCORESWITCHER(MS2RESCORE.out.idxml.combine(Channel.value("PEP")))
+        ch_software_versions = ch_software_versions.mix(IDSCORESWITCHER.out.version)
+        ch_consensus_input = IDSCORESWITCHER.out.id_score_switcher.combine(Channel.value("MS:1001491"))
+        ch_rescoring_results = IDSCORESWITCHER.out.id_score_switcher
+    } else {
+        ch_fdridpep = Channel.empty()
         if (params.search_engines.split(",").size() == 1) {
             FDRIDPEP(ch_id_files)
-            ch_versions = ch_versions.mix(FDRIDPEP.out.version)
+            ch_software_versions = ch_software_versions.mix(FDRIDPEP.out.version)
             ch_id_files = Channel.empty()
             ch_fdridpep = FDRIDPEP.out.id_files_idx_ForIDPEP_FDR
         }
         IDPEP(ch_fdridpep.mix(ch_id_files))
-        ch_versions = ch_versions.mix(IDPEP.out.version)
-        ch_results = IDPEP.out.id_files_ForIDPEP
+        ch_software_versions = ch_software_versions.mix(IDPEP.out.version)
+        ch_consensus_input = IDPEP.out.id_files_ForIDPEP
+        ch_rescoring_results = ch_consensus_input
     }
 
     emit:
-    results = ch_results
+    results = ch_rescoring_results
+
+    versions = ch_software_versions
+}
+
+
+// Function to group by mzML/sample/experiment
+def convert_exp_meta(Map meta, value, file_name, sample_map) {
+    def exp_meta = [:]
+
+    if (value == "experiment_id") {
+        exp_meta.mzml_id = meta.experiment_id
+    } else if (value == "mzml_id") {
+        position = file(file_name).name.lastIndexOf('_sage_perc.idXML')
+        if (position == -1) {
+            position = file(file_name).name.lastIndexOf('_comet_perc.idXML')
+            if (position == -1) {
+                position = file(file_name).name.lastIndexOf('_msgf_perc.idXML')
+            }
+        }
+        exp_meta.mzml_id = file(file_name).name.take(position)
+    } else if (value == "sample_id") {
+        tag = file(file_name).name.lastIndexOf('_perc.idXML')
+        if (tag == -1) {
+            position = file(file_name).name.lastIndexOf('_sage.idXML')
+            if (position == -1) {
+                position = file(file_name).name.lastIndexOf('_comet_feat.idXML')
+                if (position == -1) {
+                    position = file(file_name).name.lastIndexOf('_msgf_feat.idXML')
+                }
+            }
+        } else {
+            position = file(file_name).name.lastIndexOf('_sage_perc.idXML')
+            if (position == -1) {
+                position = file(file_name).name.lastIndexOf('_comet_perc.idXML')
+                if (position == -1) {
+                    position = file(file_name).name.lastIndexOf('_msgf_perc.idXML')
+                }
+            }
+        }
+
+        file_name = file(file_name).name.take(position)
+        exp_meta.mzml_id = sample_map[file_name]
+    }
+
+
+    exp_meta.experiment_id              = meta.experiment_id
+    exp_meta.labelling_type             = meta.labelling_type
+    exp_meta.dissociationmethod         = meta.dissociationmethod
+    exp_meta.fixedmodifications         = meta.fixedmodifications
+    exp_meta.variablemodifications      = meta.variablemodifications
+    exp_meta.precursormasstolerance     = meta.precursormasstolerance
+    exp_meta.precursormasstoleranceunit = meta.precursormasstoleranceunit
+    exp_meta.fragmentmasstolerance      = meta.fragmentmasstolerance
+    exp_meta.fragmentmasstoleranceunit  = meta.fragmentmasstoleranceunit
+    exp_meta.enzyme                     = meta.enzyme
+    exp_meta.acquisition_method         = meta.acquisition_method
+
+    return exp_meta
+}
+
+// Function to get sample map
+def get_sample_map(LinkedHashMap row) {
+    def sample_map = [:]
+
+    filestr               = row.Spectra_Filepath
+    file_name             = file(filestr).name.take(file(filestr).name.lastIndexOf('.'))
+    sample                = row.Sample
+    sample_map[file_name] = sample
+
+    return sample_map
+
+}
+
+def all_sample_map(sample_list) {
+    res = [:]
+    sample_list.each {
+        res = res + it
+    }
 
-    versions = ch_versions
+    return res
 }

From f0e2832b805f41d08a1bc7dd81c2a61b437a0f3d Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 15 Jun 2024 13:35:00 +0800
Subject: [PATCH 127/264] Update nextflow_schema.json

---
 nextflow_schema.json | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index c480d3cb..8d1244a8 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -463,8 +463,7 @@
                 "ms2pip_model_dir": {
                     "type": "string",
                     "description": "The path of ms2pip model files. Providing model file to avoid repeated download and slow internet connection",
-                    "fa_icon": "fas fa-font",
-                    "default": "HCD2021"
+                    "fa_icon": "fas fa-font"
                 },
                 "feature_generators": {
                     "type": "string",

From c7dfda27b1df32a935e69873df6e945e3f082398 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 15 Jun 2024 16:16:32 +0800
Subject: [PATCH 128/264] fixed bugs

---
 subworkflows/local/dda_id.nf       | 20 ++++++++++++++++----
 subworkflows/local/id.nf           |  3 ++-
 subworkflows/local/psmrescoring.nf | 21 +++++++++++++++++----
 workflows/lfq.nf                   |  2 +-
 workflows/tmt.nf                   |  2 +-
 5 files changed, 37 insertions(+), 11 deletions(-)

diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index b1fc7e77..6e2f32b5 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -224,13 +224,25 @@ def convert_exp_meta(Map meta, value, file_name, sample_map) {
     } else if (value == "sample_id") {
         tag = file(file_name).name.lastIndexOf('_perc.idXML')
         if (tag == -1) {
-            position = file(file_name).name.lastIndexOf('_sage.idXML')
-            if (position == -1) {
-                position = file(file_name).name.lastIndexOf('_comet_feat.idXML')
+            ifms2rescore = file(file_name).name.lastIndexOf('_ms2rescore_')
+            if (ifms2rescore == -1) {
+                position = file(file_name).name.lastIndexOf('_sage.idXML')
                 if (position == -1) {
-                    position = file(file_name).name.lastIndexOf('_msgf_feat.idXML')
+                    position = file(file_name).name.lastIndexOf('_comet_feat.idXML')
+                    if (position == -1) {
+                        position = file(file_name).name.lastIndexOf('_msgf_feat.idXML')
+                    }
+                }
+            } else {
+                position = file(file_name).name.lastIndexOf('_sage_ms2rescore.idXML')
+                if (position == -1) {
+                    position = file(file_name).name.lastIndexOf('_comet_ms2rescore_feat.idXML')
+                    if (position == -1) {
+                        position = file(file_name).name.lastIndexOf('_msgf_ms2rescore_feat.idXML')
+                    }
                 }
             }
+
         } else {
             position = file(file_name).name.lastIndexOf('_sage_perc.idXML')
             if (position == -1) {
diff --git a/subworkflows/local/id.nf b/subworkflows/local/id.nf
index 6ebf52a0..b851ab81 100644
--- a/subworkflows/local/id.nf
+++ b/subworkflows/local/id.nf
@@ -16,6 +16,7 @@ workflow ID {
     take:
     ch_file_preparation_results
     ch_database_wdecoy
+    ch_expdesign
 
     main:
 
@@ -33,7 +34,7 @@ workflow ID {
     //
     // SUBWORKFLOW: PSMReScoring
     //
-    PSMRESCORING (ch_file_preparation_results, DATABASESEARCHENGINES.out.ch_id_files_idx)
+    PSMRESCORING (ch_file_preparation_results, DATABASESEARCHENGINES.out.ch_id_files_idx, ch_expdesign)
     ch_software_versions = ch_software_versions.mix(PSMRESCORING.out.versions.ifEmpty(null))
 
     //
diff --git a/subworkflows/local/psmrescoring.nf b/subworkflows/local/psmrescoring.nf
index 04a11f4b..28cc449a 100644
--- a/subworkflows/local/psmrescoring.nf
+++ b/subworkflows/local/psmrescoring.nf
@@ -16,6 +16,7 @@ workflow PSMRESCORING {
     take:
     ch_file_preparation_results
     ch_id_files
+    ch_expdesign
 
     main:
     ch_software_versions = Channel.empty()
@@ -168,13 +169,25 @@ def convert_exp_meta(Map meta, value, file_name, sample_map) {
     } else if (value == "sample_id") {
         tag = file(file_name).name.lastIndexOf('_perc.idXML')
         if (tag == -1) {
-            position = file(file_name).name.lastIndexOf('_sage.idXML')
-            if (position == -1) {
-                position = file(file_name).name.lastIndexOf('_comet_feat.idXML')
+            ifms2rescore = file(file_name).name.lastIndexOf('_ms2rescore_')
+            if (ifms2rescore == -1) {
+                position = file(file_name).name.lastIndexOf('_sage.idXML')
+                if (position == -1) {
+                    position = file(file_name).name.lastIndexOf('_comet_feat.idXML')
+                    if (position == -1) {
+                        position = file(file_name).name.lastIndexOf('_msgf_feat.idXML')
+                    }
+                }
+            } else {
+                position = file(file_name).name.lastIndexOf('_sage_ms2rescore.idXML')
                 if (position == -1) {
-                    position = file(file_name).name.lastIndexOf('_msgf_feat.idXML')
+                    position = file(file_name).name.lastIndexOf('_comet_ms2rescore_feat.idXML')
+                    if (position == -1) {
+                        position = file(file_name).name.lastIndexOf('_msgf_ms2rescore_feat.idXML')
+                    }
                 }
             }
+
         } else {
             position = file(file_name).name.lastIndexOf('_sage_perc.idXML')
             if (position == -1) {
diff --git a/workflows/lfq.nf b/workflows/lfq.nf
index 49593a74..256f3fdc 100644
--- a/workflows/lfq.nf
+++ b/workflows/lfq.nf
@@ -37,7 +37,7 @@ workflow LFQ {
     //
     // SUBWORKFLOWS: ID
     //
-    ID(ch_file_preparation_results, ch_database_wdecoy)
+    ID(ch_file_preparation_results, ch_database_wdecoy, ch_expdesign)
     ch_software_versions = ch_software_versions.mix(ID.out.version.ifEmpty(null))
 
     //
diff --git a/workflows/tmt.nf b/workflows/tmt.nf
index 2955ad7f..f46d2ed8 100644
--- a/workflows/tmt.nf
+++ b/workflows/tmt.nf
@@ -37,7 +37,7 @@ workflow TMT {
     //
     // SUBWORKFLOWS: ID
     //
-    ID(ch_file_preparation_results, ch_database_wdecoy)
+    ID(ch_file_preparation_results, ch_database_wdecoy, ch_expdesign)
     ch_software_versions = ch_software_versions.mix(ID.out.version.ifEmpty(null))
 
     //

From acd516ad4b67c5afdeda27315cf2b083a51a72fb Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 15 Jun 2024 21:12:32 +0800
Subject: [PATCH 129/264] Update main.nf

---
 modules/local/mzmlstatistics/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index 51770947..7842b976 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -3,7 +3,7 @@ process MZMLSTATISTICS {
     label 'process_medium'
     label 'process_single'
 
-    conda "bioconda::pyopenms=2.8.0"
+    conda "bioconda::pyopenms=2.8.0 conda-forge::numpy=1.22.4"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
         container "https://depot.galaxyproject.org/singularity/pyopenms:2.8.0--py38hd8d5640_1"
     } else {

From 082a9084ad5397ba3b1642fad64d256b5fe3bd5a Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 15 Jun 2024 21:20:13 +0800
Subject: [PATCH 130/264] Update main.nf

---
 modules/local/mzmlstatistics/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index 7842b976..202ef373 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -3,7 +3,7 @@ process MZMLSTATISTICS {
     label 'process_medium'
     label 'process_single'
 
-    conda "bioconda::pyopenms=2.8.0 conda-forge::numpy=1.22.4"
+    conda "bioconda::pyopenms=2.8.0 conda-forge::numpy=1.20.3"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
         container "https://depot.galaxyproject.org/singularity/pyopenms:2.8.0--py38hd8d5640_1"
     } else {

From 41cc7705f8f4959efda0ecf11e301f0031b1c6f7 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 15 Jun 2024 21:37:33 +0800
Subject: [PATCH 131/264] Update main.nf

---
 modules/local/mzmlstatistics/main.nf | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index 202ef373..8756fd60 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -3,11 +3,11 @@ process MZMLSTATISTICS {
     label 'process_medium'
     label 'process_single'
 
-    conda "bioconda::pyopenms=2.8.0 conda-forge::numpy=1.20.3"
+    conda "bioconda::pyopenms=3.1.0"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/pyopenms:2.8.0--py38hd8d5640_1"
+        container "https://depot.galaxyproject.org/singularity/pyopenms:3.1.0--py39h9b8898c_0"
     } else {
-        container "biocontainers/pyopenms:2.8.0--py38hd8d5640_1"
+        container "biocontainers/pyopenms:3.1.0--py39h9b8898c_0"
     }
 
     input:

From 9a8edeafc9806549c3dcd39debd6f4f73c1cc492 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 15 Jun 2024 22:28:43 +0800
Subject: [PATCH 132/264] Update main.nf

---
 modules/local/extract_psm/main.nf | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/modules/local/extract_psm/main.nf b/modules/local/extract_psm/main.nf
index d22593a0..a640316a 100644
--- a/modules/local/extract_psm/main.nf
+++ b/modules/local/extract_psm/main.nf
@@ -2,11 +2,11 @@ process PSMCONVERSION {
     tag "$meta.mzml_id"
     label 'process_medium'
 
-    conda "bioconda::pyopenms=2.8.0"
+    conda "bioconda::pyopenms=3.1.0"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/pyopenms:2.8.0--py38hd8d5640_1"
+        container "https://depot.galaxyproject.org/singularity/pyopenms:3.1.0--py39h9b8898c_0"
     } else {
-        container "biocontainers/pyopenms:2.8.0--py38hd8d5640_1"
+        container "biocontainers/pyopenms:3.1.0--py39h9b8898c_0"
     }
 
     input:

From 89f1b0c0d77cebf02d33fe2fcc3381f72ef7176e Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 22 Jun 2024 15:46:05 +0800
Subject: [PATCH 133/264] Update output.md

---
 docs/output.md | 25 ++++++++++++++-----------
 1 file changed, 14 insertions(+), 11 deletions(-)

diff --git a/docs/output.md b/docs/output.md
index bc8c9215..c57d629f 100644
--- a/docs/output.md
+++ b/docs/output.md
@@ -14,16 +14,18 @@ The pipeline is built using [Nextflow](https://www.nextflow.io/) and processes d
 2. (optional) Decoy database generation for the provided DB (fasta) with OpenMS
 3. Database search with either MSGF+ and/or Comet through OpenMS adapters
 4. Re-mapping potentially identified peptides to the input database for consistency and error-checking (using OpenMS' PeptideIndexer)
-5. PSM rescoring using PSMFeatureExtractor and Percolator or a PeptideProphet-like distribution fitting approach in OpenMS
-6. If multiple search engines were chosen, the results are combined with OpenMS' ConsensusID
-7. If multiple search engines were chosen, a combined FDR is calculated
-8. Single run PSM/Peptide-level FDR filtering
-9. If localization of modifications was requested, Luciphor2 is applied via the OpenMS adapter
-10. (**DDA-LFQ**) Protein inference and label-free quantification based on spectral counting or MS1 feature detection, alignment and integration with OpenMS' ProteomicsLFQ. Performs an additional experiment-wide FDR filter on protein (and if requested peptide/PSM-level).
-11. (**DDA-ISO**) Extracts and normalizes isobaric labeling
-12. (**DDA-ISO**) Protein inference using the OpenMS ProteinInference tool. In addition, protein FDR filtering is performed in this step for Isobaric datasets (TMT, iTRAQ).
-13. (**DDA-ISO**) Protein Quantification
-14. Generation of QC reports using pMultiQC a library for QC proteomics data analysis.
+5. (optional) Performs LC-MS predictors such as MS²PIP and DeepLC to add new PSM features by MS2Rescore
+6. (optional) Merge different MS runs by samples or whole projects
+7. PSM rescoring using PSMFeatureExtractor and Percolator or a PeptideProphet-like distribution fitting approach in OpenMS
+8. If multiple search engines were chosen, the results are combined with OpenMS' ConsensusID
+9. If multiple search engines were chosen, a combined FDR is calculated
+10. Single run PSM/Peptide-level FDR filtering
+11. If localization of modifications was requested, Luciphor2 is applied via the OpenMS adapter
+12. (**DDA-LFQ**) Protein inference and label-free quantification based on spectral counting or MS1 feature detection, alignment and integration with OpenMS' ProteomicsLFQ. Performs an additional experiment-wide FDR filter on protein (and if requested peptide/PSM-level).
+13. (**DDA-ISO**) Extracts and normalizes isobaric labeling
+14. (**DDA-ISO**) Protein inference using the OpenMS ProteinInference tool. In addition, protein FDR filtering is performed in this step for Isobaric datasets (TMT, iTRAQ).
+15. (**DDA-ISO**) Protein Quantification
+16. Generation of QC reports using pMultiQC a library for QC proteomics data analysis.
 
 For DIA-LFQ experiments, the workflows is different:
 
@@ -100,7 +102,8 @@ different handling between peptide search engines.
 #### Identifications
 
 Intermediate output for the PSM/peptide-level filtered identifications per raw/mzML file happens in OpenMS'
-internal [idXML](https://github.com/OpenMS/OpenMS/blob/develop/share/OpenMS/SCHEMAS/IdXML_1_5.xsd) format. Only for DDA currently.
+internal [idXML](https://github.com/OpenMS/OpenMS/blob/develop/share/OpenMS/SCHEMAS/IdXML_1_5.xsd) format. quantms also provide csv output format in identification subworkflow.
+Only for DDA currently.
 
 #### Quantities
 

From b57961abf76589ee586e82eb3287ac1b0318124a Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 1 Jul 2024 18:38:57 +0100
Subject: [PATCH 134/264] diann 1.8.1 -> 1.9.1dev

---
 modules/local/assemble_empirical_library/main.nf | 4 ++--
 modules/local/diann_preliminary_analysis/main.nf | 4 ++--
 modules/local/diannsummary/main.nf               | 4 ++--
 modules/local/individual_final_analysis/main.nf  | 4 ++--
 modules/local/silicolibrarygeneration/main.nf    | 4 ++--
 5 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/modules/local/assemble_empirical_library/main.nf b/modules/local/assemble_empirical_library/main.nf
index 14eb19e2..b5b36ce5 100644
--- a/modules/local/assemble_empirical_library/main.nf
+++ b/modules/local/assemble_empirical_library/main.nf
@@ -3,8 +3,8 @@ process ASSEMBLE_EMPIRICAL_LIBRARY {
     label 'process_low'
 
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://containers.biocontainers.pro/s3/SingImgsRepo/diann/v1.8.1_cv1/diann_v1.8.1_cv1.img' :
-        'docker.io/biocontainers/diann:v1.8.1_cv1' }"
+        'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif' :
+        'ghcr.io/bigbio/diann:1.9.1dev' }"
 
     input:
     // In this step the real files are passed, and not the names
diff --git a/modules/local/diann_preliminary_analysis/main.nf b/modules/local/diann_preliminary_analysis/main.nf
index fe995ece..c57937de 100644
--- a/modules/local/diann_preliminary_analysis/main.nf
+++ b/modules/local/diann_preliminary_analysis/main.nf
@@ -3,8 +3,8 @@ process DIANN_PRELIMINARY_ANALYSIS {
     label 'process_high'
 
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://containers.biocontainers.pro/s3/SingImgsRepo/diann/v1.8.1_cv1/diann_v1.8.1_cv1.img' :
-        'docker.io/biocontainers/diann:v1.8.1_cv1' }"
+        'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif' :
+        'ghcr.io/bigbio/diann:1.9.1dev' }"
 
     input:
     tuple val(meta), path(ms_file), path(predict_library)
diff --git a/modules/local/diannsummary/main.nf b/modules/local/diannsummary/main.nf
index 4677b3e3..32dc2e44 100644
--- a/modules/local/diannsummary/main.nf
+++ b/modules/local/diannsummary/main.nf
@@ -3,8 +3,8 @@ process DIANNSUMMARY {
     label 'process_high'
 
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://containers.biocontainers.pro/s3/SingImgsRepo/diann/v1.8.1_cv1/diann_v1.8.1_cv1.img' :
-        'docker.io/biocontainers/diann:v1.8.1_cv1' }"
+        'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif' :
+        'ghcr.io/bigbio/diann:1.9.1dev' }"
 
     input:
     // Note that the files are passed as names and not paths, this prevents them from being staged
diff --git a/modules/local/individual_final_analysis/main.nf b/modules/local/individual_final_analysis/main.nf
index f80b047a..ddc9221e 100644
--- a/modules/local/individual_final_analysis/main.nf
+++ b/modules/local/individual_final_analysis/main.nf
@@ -3,8 +3,8 @@ process INDIVIDUAL_FINAL_ANALYSIS {
     label 'process_high'
 
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://containers.biocontainers.pro/s3/SingImgsRepo/diann/v1.8.1_cv1/diann_v1.8.1_cv1.img' :
-        'docker.io/biocontainers/diann:v1.8.1_cv1' }"
+        'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif' :
+        'ghcr.io/bigbio/diann:1.9.1dev' }"
 
     input:
     tuple val(meta), path(ms_file), path(fasta), path(diann_log), path(library)
diff --git a/modules/local/silicolibrarygeneration/main.nf b/modules/local/silicolibrarygeneration/main.nf
index e5f6e2f3..99482403 100644
--- a/modules/local/silicolibrarygeneration/main.nf
+++ b/modules/local/silicolibrarygeneration/main.nf
@@ -3,8 +3,8 @@ process SILICOLIBRARYGENERATION {
     label 'process_medium'
 
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://containers.biocontainers.pro/s3/SingImgsRepo/diann/v1.8.1_cv1/diann_v1.8.1_cv1.img' :
-        'docker.io/biocontainers/diann:v1.8.1_cv1' }"
+        'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif' :
+        'ghcr.io/bigbio/diann:1.9.1dev' }"
 
     input:
     file(fasta)

From 766ffc33601dc5e2094f59627cc5b659b70ec7be Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 2 Jul 2024 11:06:28 +0100
Subject: [PATCH 135/264] diann 1.8.1 -> 1.9.1dev

---
 modules/local/diann_preliminary_analysis/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/diann_preliminary_analysis/main.nf b/modules/local/diann_preliminary_analysis/main.nf
index c57937de..e5401c2c 100644
--- a/modules/local/diann_preliminary_analysis/main.nf
+++ b/modules/local/diann_preliminary_analysis/main.nf
@@ -61,7 +61,7 @@ process DIANN_PRELIMINARY_ANALYSIS {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        DIA-NN: \$(diann 2>&1 | grep "DIA-NN" | grep -oP "(\\d*\\.\\d+\\.\\d+)|(\\d*\\.\\d+)")
+        DIA-NN: \$(diann 2>&1 | grep "DIA-NN" | grep -oP "\\d+\\.\\d+(\\.\\w+)*(\\.[\\d]+)?")
     END_VERSIONS
     """
 }

From 6317c6b814bc9ef54f7f8d60fab21c067ec5517d Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 2 Jul 2024 11:15:20 +0100
Subject: [PATCH 136/264] diann 1.8.1 -> 1.9.1dev

---
 modules/local/assemble_empirical_library/main.nf | 2 +-
 modules/local/diannsummary/main.nf               | 2 +-
 modules/local/individual_final_analysis/main.nf  | 2 +-
 modules/local/silicolibrarygeneration/main.nf    | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/modules/local/assemble_empirical_library/main.nf b/modules/local/assemble_empirical_library/main.nf
index b5b36ce5..853925c2 100644
--- a/modules/local/assemble_empirical_library/main.nf
+++ b/modules/local/assemble_empirical_library/main.nf
@@ -58,7 +58,7 @@ process ASSEMBLE_EMPIRICAL_LIBRARY {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        DIA-NN: \$(diann 2>&1 | grep "DIA-NN" | grep -oP "(\\d*\\.\\d+\\.\\d+)|(\\d*\\.\\d+)")
+        DIA-NN: \$(diann 2>&1 | grep "DIA-NN" | grep -oP "\\d+\\.\\d+(\\.\\w+)*(\\.[\\d]+)?")
     END_VERSIONS
     """
 }
diff --git a/modules/local/diannsummary/main.nf b/modules/local/diannsummary/main.nf
index 32dc2e44..86c9d132 100644
--- a/modules/local/diannsummary/main.nf
+++ b/modules/local/diannsummary/main.nf
@@ -69,7 +69,7 @@ process DIANNSUMMARY {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        DIA-NN: \$(diann 2>&1 | grep "DIA-NN" | grep -oP "(\\d*\\.\\d+\\.\\d+)|(\\d*\\.\\d+)")
+        DIA-NN: \$(diann 2>&1 | grep "DIA-NN" | grep -oP "\\d+\\.\\d+(\\.\\w+)*(\\.[\\d]+)?")
     END_VERSIONS
     """
 }
diff --git a/modules/local/individual_final_analysis/main.nf b/modules/local/individual_final_analysis/main.nf
index ddc9221e..21c0d375 100644
--- a/modules/local/individual_final_analysis/main.nf
+++ b/modules/local/individual_final_analysis/main.nf
@@ -53,7 +53,7 @@ process INDIVIDUAL_FINAL_ANALYSIS {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        DIA-NN: \$(diann 2>&1 | grep "DIA-NN" | grep -oP "(\\d*\\.\\d+\\.\\d+)|(\\d*\\.\\d+)")
+        DIA-NN: \$(diann 2>&1 | grep "DIA-NN" | grep -oP "\\d+\\.\\d+(\\.\\w+)*(\\.[\\d]+)?")
     END_VERSIONS
     """
 }
diff --git a/modules/local/silicolibrarygeneration/main.nf b/modules/local/silicolibrarygeneration/main.nf
index 99482403..55169a7b 100644
--- a/modules/local/silicolibrarygeneration/main.nf
+++ b/modules/local/silicolibrarygeneration/main.nf
@@ -49,7 +49,7 @@ process SILICOLIBRARYGENERATION {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        DIA-NN: \$(diann 2>&1 | grep "DIA-NN" | grep -oP "(\\d*\\.\\d+\\.\\d+)|(\\d*\\.\\d+)")
+        DIA-NN: \$(diann 2>&1 | grep "DIA-NN" | grep -oP "\\d+\\.\\d+(\\.\\w+)*(\\.[\\d]+)?")
     END_VERSIONS
     """
 }

From 9cb39228d51f6758aa28f98594608e316de1f5cc Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 2 Jul 2024 11:46:40 +0100
Subject: [PATCH 137/264] diann 1.8.1 -> 1.9.1dev

---
 modules/local/diannsummary/main.nf | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/modules/local/diannsummary/main.nf b/modules/local/diannsummary/main.nf
index 86c9d132..70b707c1 100644
--- a/modules/local/diannsummary/main.nf
+++ b/modules/local/diannsummary/main.nf
@@ -24,7 +24,8 @@ process DIANNSUMMARY {
     path "diann_report.gg_matrix.tsv", emit: gg_matrix
     path "diann_report.unique_genes_matrix.tsv", emit: unique_gene_matrix
     path "diannsummary.log", emit: log
-    path "empirical_library.tsv.speclib", emit: final_speclib
+    path "empirical_library.tsv", emit: final_speclib
+    path "empirical_library.tsv.skyline.speclib", emit: skyline_speclib
     path "versions.yml", emit: version
 
     when:

From 96d1d1c446d9aa71ee02dde3e10a45fb217ffd12 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 2 Jul 2024 12:11:50 +0100
Subject: [PATCH 138/264] diann 1.8.1 -> 1.9.1dev

---
 bin/diann_convert.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/diann_convert.py b/bin/diann_convert.py
index fb2bdd22..f385b607 100755
--- a/bin/diann_convert.py
+++ b/bin/diann_convert.py
@@ -292,7 +292,7 @@ def diann_version(self) -> str:
         return diann_version_id
 
     def validate_diann_version(self) -> None:
-        supported_diann_versions = ["1.8.1"]
+        supported_diann_versions = ["1.8.1", "1.9.beta.1"]
         if self.diann_version not in supported_diann_versions:
             raise ValueError(f"Unsupported DIANN version {self.diann_version}")
 

From 5097c9b7d6b7f0e9768306b02bb1a66e7c47e7ce Mon Sep 17 00:00:00 2001
From: Julianus Pfeuffer <jule.pf@gmail.com>
Date: Wed, 3 Jul 2024 15:57:45 +0200
Subject: [PATCH 139/264] [HOTFIX] pipeline failing without id_only because of
 missing outputs

---
 modules/local/mzmlstatistics/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index 8756fd60..92cf5484 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -15,7 +15,7 @@ process MZMLSTATISTICS {
 
     output:
     path "*_ms_info.tsv", emit: ms_statistics
-    tuple val(meta), path("*_spectrum_df.csv"), emit: spectrum_df
+    tuple val(meta), path("*_spectrum_df.csv"), emit: spectrum_df, optional: true
     path "versions.yml", emit: version
     path "*.log", emit: log
 

From a436649a65aafdf61113fa399dc1f39cd70e781b Mon Sep 17 00:00:00 2001
From: William Fondrie <fondriew@gmail.com>
Date: Fri, 12 Jul 2024 15:07:45 -0700
Subject: [PATCH 140/264] Add option to disable ontologies

---
 bin/check_samplesheet.py           | 27 +++++++++++++++++----------
 modules/local/samplesheet_check.nf |  3 ++-
 nextflow.config                    |  1 +
 nextflow_schema.json               |  6 ++++++
 subworkflows/local/input_check.nf  |  2 +-
 5 files changed, 27 insertions(+), 12 deletions(-)

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index dd125b4e..384d90f7 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -20,6 +20,7 @@ def parse_args(args=None):
     parser = argparse.ArgumentParser(description=Description, epilog=Epilog)
     parser.add_argument("SDRF", help="SDRF/Expdesign file to be validated")
     parser.add_argument("ISSDRF", help="SDRF file or Expdesign file")
+    parser.add_argument("VALIDATE_ONTOLOGIES", help="Validate ontology terms.")
     parser.add_argument("--CHECK_MS", help="check mass spectrometry fields in SDRF.", action="store_true")
 
     return parser.parse_args(args)
@@ -44,20 +45,26 @@ def print_error(error, context="Line", context_str=""):
     sys.exit(1)
 
 
-def check_sdrf(check_ms, sdrf):
+def check_sdrf(check_ms, sdrf, validate_ontologies):
     df = SdrfDataFrame.parse(sdrf)
-    errors = df.validate(DEFAULT_TEMPLATE)
-    if check_ms:
-        errors = errors + df.validate(MASS_SPECTROMETRY)
-    for error in errors:
-        print(error)
-    if not errors:
-        print("Everying seems to be fine. Well done.")
+    if validate_ontologies:
+        errors = df.validate(DEFAULT_TEMPLATE)
+        if check_ms:
+            errors = errors + df.validate(MASS_SPECTROMETRY)
+        for error in errors:
+            print(error)
+        if not errors:
+            print("Everying seems to be fine. Well done.")
+        else:
+            print("There were validation errors!")
     else:
-        print("There were validation errors!")
+        errors = False
+        print("No ontology term validation was performed.")
+
     sys.exit(bool(errors))
 
 
+
 def check_expdesign(expdesign):
     data = pd.read_csv(expdesign, sep="\t", header=0, dtype=str)
     data = data.dropna()
@@ -117,7 +124,7 @@ def main(args=None):
     args = parse_args(args)
 
     if args.ISSDRF == "true":
-        check_sdrf(args.CHECK_MS, args.SDRF)
+        check_sdrf(args.CHECK_MS, args.SDRF, args.VALIDATE_ONTOLOGIES)
     else:
         check_expdesign(args.SDRF)
 
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index 67d6a5f4..7015c002 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -13,6 +13,7 @@ process SAMPLESHEET_CHECK {
     input:
     path input_file
     val is_sdrf
+    val validate_ontologies
 
     output:
     path "*.log", emit: log
@@ -27,7 +28,7 @@ process SAMPLESHEET_CHECK {
     def args = task.ext.args ?: ''
 
     """
-    check_samplesheet.py "${input_file}" ${is_sdrf} --CHECK_MS 2>&1 | tee input_check.log
+    check_samplesheet.py "${input_file}" ${is_sdrf} ${validate_ontologies} --CHECK_MS 2>&1 | tee input_check.log
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/nextflow.config b/nextflow.config
index 3aa01d83..a48ce8a7 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -19,6 +19,7 @@ params {
 
     // Input options
     input                      = null
+    validate_ontologies        = true
 
     // Tools flags
     posterior_probabilities  = 'percolator'
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 8d1244a8..982402f3 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -70,6 +70,12 @@
                     "description": "Whether export PSM from decoy in final identification results",
                     "fa_icon": "far fa-check-square",
                     "help_text": "Whether export PSM from decoy in final identification results for dda_id subworkflow for specific cases."
+                },
+                "validate_ontologies": {
+                    "type": "boolean",
+                    "description": "Check that ontology terms in an input SDRF file exist.",
+                    "fa_icon": "far fa-check-square",
+                    "help_text": "If false, only a basic readability check is performed on an input SDRF file. This option is useful when ontology providers are inaccessible."
                 }
             }
         },
diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index 002bf9cd..fc9c4543 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -18,7 +18,7 @@ workflow INPUT_CHECK {
             exit 1
         }
     }
-    SAMPLESHEET_CHECK ( input_file, is_sdrf )
+    SAMPLESHEET_CHECK ( input_file, is_sdrf, params.validate_ontologies )
 
     emit:
     ch_input_file   = SAMPLESHEET_CHECK.out.checked_file

From bbc06b1fb72762f0f66f3d1e85a93b7c4d9fc2fa Mon Sep 17 00:00:00 2001
From: William Fondrie <fondriew@gmail.com>
Date: Fri, 12 Jul 2024 15:54:03 -0700
Subject: [PATCH 141/264] Fix boolean

---
 bin/check_samplesheet.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index 384d90f7..3e2d41a1 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -124,7 +124,7 @@ def main(args=None):
     args = parse_args(args)
 
     if args.ISSDRF == "true":
-        check_sdrf(args.CHECK_MS, args.SDRF, args.VALIDATE_ONTOLOGIES)
+        check_sdrf(args.CHECK_MS, args.SDRF, args.VALIDATE_ONTOLOGIES == "true")
     else:
         check_expdesign(args.SDRF)
 

From d609e5657e2fbb1c1dd8b1a2a5c7694a22b9cd0d Mon Sep 17 00:00:00 2001
From: William Fondrie <fondriew@gmail.com>
Date: Fri, 12 Jul 2024 16:25:37 -0700
Subject: [PATCH 142/264] bumped changelog

---
 CHANGELOG.md | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 318d735d..da830459 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,6 +3,22 @@
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [Unreleased] nfcore/quantms
+
+### `Added`
+
+- [#386](https://github.com/bigbio/quantms/pull/386) Make validation of ontology terms optional
+
+### `Changed`
+
+### `Fixed`
+
+### `Dependencies`
+
+### `Parameters`
+
+- `validate_ontologies`: enable or disable validating ontologies in the input SDRF file.
+
 ## [1.3.0] nfcore/quantms - [08/04/2024] - Santiago de Cuba
 
 ### `Added`

From 0e3e2fbaa9ef3063638443b8a7e1c14d3d923609 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Tue, 16 Jul 2024 14:15:21 +0800
Subject: [PATCH 143/264] Update main.nf

---
 modules/local/ms2rescore/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index 31640fe4..c9059589 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -2,7 +2,7 @@ process MS2RESCORE {
     tag "$meta.mzml_id"
     label 'process_high'
 
-    conda "bioconda::ms2rescore=3.0.3 bioconda::psm-utils=0.8.0 conda-forge::pydantic=1.10"
+    conda "bioconda::ms2rescore=3.0.3 bioconda::psm-utils=0.8.0 conda-forge::pydantic=1.10 pygam=0.9.1"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/ms2rescore:3.0.3--pyhdfd78af_0':
         'biocontainers/ms2rescore:3.0.3--pyhdfd78af_0' }"

From b8231a7cc269937073820908914d34ca0c377356 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Tue, 16 Jul 2024 14:46:11 +0800
Subject: [PATCH 144/264] Update main.nf

---
 modules/local/ms2rescore/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index c9059589..b0ca1dac 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -2,7 +2,7 @@ process MS2RESCORE {
     tag "$meta.mzml_id"
     label 'process_high'
 
-    conda "bioconda::ms2rescore=3.0.3 bioconda::psm-utils=0.8.0 conda-forge::pydantic=1.10 pygam=0.9.1"
+    conda "bioconda::ms2rescore=3.0.3 bioconda::psm-utils=0.8.0 conda-forge::pydantic=1.10 pygam=0.9.1 bioconda::deeplc=2.2.27"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/ms2rescore:3.0.3--pyhdfd78af_0':
         'biocontainers/ms2rescore:3.0.3--pyhdfd78af_0' }"

From 3c49d89f8112a363a25c4501c79fa96ce724e83f Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Tue, 16 Jul 2024 15:13:53 +0800
Subject: [PATCH 145/264] Update main.nf

---
 modules/local/ms2rescore/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index b0ca1dac..41e745cf 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -2,7 +2,7 @@ process MS2RESCORE {
     tag "$meta.mzml_id"
     label 'process_high'
 
-    conda "bioconda::ms2rescore=3.0.3 bioconda::psm-utils=0.8.0 conda-forge::pydantic=1.10 pygam=0.9.1 bioconda::deeplc=2.2.27"
+    conda "bioconda::ms2rescore=3.0.3 bioconda::psm-utils=0.8.2 conda-forge::pydantic=1.10.14 pygam=0.9.1 bioconda::deeplc=2.2.27 bioconda::ms2pip=4.0.0.dev8 bioconda::deeplcretrainer=0.2.11"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/ms2rescore:3.0.3--pyhdfd78af_0':
         'biocontainers/ms2rescore:3.0.3--pyhdfd78af_0' }"

From 1246727f2928070abdb5f89b34c304b6fd413250 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Tue, 16 Jul 2024 16:11:26 +0800
Subject: [PATCH 146/264] Update main.nf

---
 modules/local/ms2rescore/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index 41e745cf..473a2e63 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -2,7 +2,7 @@ process MS2RESCORE {
     tag "$meta.mzml_id"
     label 'process_high'
 
-    conda "bioconda::ms2rescore=3.0.3 bioconda::psm-utils=0.8.2 conda-forge::pydantic=1.10.14 pygam=0.9.1 bioconda::deeplc=2.2.27 bioconda::ms2pip=4.0.0.dev8 bioconda::deeplcretrainer=0.2.11"
+    conda "bioconda::ms2rescore=3.0.3 bioconda::psm-utils=0.8.2 conda-forge::pydantic=1.10.14 pygam=0.9.1 bioconda::deeplc=2.2.27 bioconda::ms2pip=4.0.0.dev8 bioconda::deeplcretrainer=0.2.11 conda-forge::scikit-learn=1.4.2 conda-forge::scipy=1.13.0"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/ms2rescore:3.0.3--pyhdfd78af_0':
         'biocontainers/ms2rescore:3.0.3--pyhdfd78af_0' }"

From d34ee73cde795babd499b83263ee584b6c564e48 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Tue, 16 Jul 2024 16:56:30 +0800
Subject: [PATCH 147/264] Update psm_conversion.py

---
 bin/psm_conversion.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/bin/psm_conversion.py b/bin/psm_conversion.py
index 767859a0..5abd8e21 100755
--- a/bin/psm_conversion.py
+++ b/bin/psm_conversion.py
@@ -17,6 +17,8 @@
 
 
 def mods_position(peptide):
+    if peptide.startswith("."):
+        peptide = peptide[1:]
     pattern = re.compile(r"\((.*?)\)")
     original_mods = pattern.findall(peptide)
     peptide = re.sub(r"\(.*?\)", ".", peptide)

From dce32154cd718e98f2313db999502c18f1cf730b Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 17 Jul 2024 13:44:22 +0100
Subject: [PATCH 148/264] sdrf-pipelines 0.0.26 -> 0.0.27

---
 modules/local/preprocess_expdesign.nf | 6 +++---
 modules/local/samplesheet_check.nf    | 6 +++---
 modules/local/sdrfparsing/main.nf     | 6 +++---
 3 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/modules/local/preprocess_expdesign.nf b/modules/local/preprocess_expdesign.nf
index dbe01a79..76ea14fe 100644
--- a/modules/local/preprocess_expdesign.nf
+++ b/modules/local/preprocess_expdesign.nf
@@ -6,11 +6,11 @@ process PREPROCESS_EXPDESIGN {
     tag "$design.Name"
     label 'process_low'
 
-    conda "bioconda::sdrf-pipelines=0.0.26"
+    conda "bioconda::sdrf-pipelines=0.0.27"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.26--pyhdfd78af_0"
+        container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.27--pyhdfd78af_0"
     } else {
-        container "biocontainers/sdrf-pipelines:0.0.26--pyhdfd78af_0"
+        container "biocontainers/sdrf-pipelines:0.0.27--pyhdfd78af_0"
     }
 
     input:
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index 7015c002..9097151c 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -3,11 +3,11 @@ process SAMPLESHEET_CHECK {
     tag "$input_file"
     label 'process_single'
 
-    conda "bioconda::sdrf-pipelines=0.0.26"
+    conda "bioconda::sdrf-pipelines=0.0.27"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.26--pyhdfd78af_0"
+        container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.27--pyhdfd78af_0"
     } else {
-        container "biocontainers/sdrf-pipelines:0.0.26--pyhdfd78af_0"
+        container "biocontainers/sdrf-pipelines:0.0.27--pyhdfd78af_0"
     }
 
     input:
diff --git a/modules/local/sdrfparsing/main.nf b/modules/local/sdrfparsing/main.nf
index 5236c5de..2a425c11 100644
--- a/modules/local/sdrfparsing/main.nf
+++ b/modules/local/sdrfparsing/main.nf
@@ -2,10 +2,10 @@ process SDRFPARSING {
     tag "$sdrf.Name"
     label 'process_low'
 
-    conda "conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.26"
+    conda "conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.27"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.26--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.26--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.27--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.27--pyhdfd78af_0' }"
 
     input:
     path sdrf

From bdcaed1d9f687a89fe351238d1ad4b8d6708e0d2 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 17 Jul 2024 15:55:39 +0100
Subject: [PATCH 149/264] small changes in mamba

---
 .github/workflows/ci.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a7289004..35546611 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -61,7 +61,8 @@ jobs:
           wget -qO- https://micromamba.snakepit.net/api/micromamba/linux-64/latest | tar -xvj bin/micromamba
           echo "$(pwd)/bin" >> $GITHUB_PATH
           echo "$(pwd)/micromamba/bin" >> $GITHUB_PATH
-          ./bin/micromamba shell init -s bash -p ./micromamba
+          export MAMBA_ROOT_PREFIX="./micromamba"
+          ./bin/micromamba shell init -s bash
           echo $'channels:\n  - conda-forge\n  - bioconda\n  - defaults\nuse_lockfiles: false' >> ~/.mambarc
 
       - name: Run pipeline with test data

From 182b9e10d099e4e94d64d15ad3ad096eb22e6953 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 17 Jul 2024 16:02:10 +0100
Subject: [PATCH 150/264] small changes in mamba

---
 .github/workflows/ci.yml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 35546611..a7289004 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -61,8 +61,7 @@ jobs:
           wget -qO- https://micromamba.snakepit.net/api/micromamba/linux-64/latest | tar -xvj bin/micromamba
           echo "$(pwd)/bin" >> $GITHUB_PATH
           echo "$(pwd)/micromamba/bin" >> $GITHUB_PATH
-          export MAMBA_ROOT_PREFIX="./micromamba"
-          ./bin/micromamba shell init -s bash
+          ./bin/micromamba shell init -s bash -p ./micromamba
           echo $'channels:\n  - conda-forge\n  - bioconda\n  - defaults\nuse_lockfiles: false' >> ~/.mambarc
 
       - name: Run pipeline with test data

From 6bd2be2831dafdbaac07a1348c61bf21732b43de Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 17 Jul 2024 16:26:08 +0100
Subject: [PATCH 151/264] small changes in mamba

---
 .github/workflows/ci.yml | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a7289004..925421ba 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -56,12 +56,14 @@ jobs:
         uses: jlumbroso/free-disk-space@54081f138730dfa15788a46383842cd2f914a1be # v1.3.1
 
       - name: Install micromamba
+        env:
+          MAMBA_ROOT_PREFIX: ${{ github.workspace }}/.micromamba
         if: matrix.exec_profile == 'conda'
         run: |
           wget -qO- https://micromamba.snakepit.net/api/micromamba/linux-64/latest | tar -xvj bin/micromamba
           echo "$(pwd)/bin" >> $GITHUB_PATH
           echo "$(pwd)/micromamba/bin" >> $GITHUB_PATH
-          ./bin/micromamba shell init -s bash -p ./micromamba
+          ./bin/micromamba shell init -s bash
           echo $'channels:\n  - conda-forge\n  - bioconda\n  - defaults\nuse_lockfiles: false' >> ~/.mambarc
 
       - name: Run pipeline with test data
@@ -72,11 +74,14 @@ jobs:
         run: |
           nextflow run ${GITHUB_WORKSPACE} -profile $TEST_PROFILE,$EXEC_PROFILE --outdir ${TEST_PROFILE}_${EXEC_PROFILE}_results
       - name: Run pipeline with test data in conda profile (and single-threaded)
+        env:
+          MAMBA_ROOT_PREFIX: ${{ github.workspace }}/.micromamba
         if: matrix.exec_profile == 'conda'
         # TODO nf-core: You can customise CI pipeline run tests as required
         # For example: adding multiple test runs with different parameters
         # Remember that you can parallelise this by using strategy.matrix
         run: |
+          source $MAMBA_ROOT_PREFIX/etc/profile.d/micromamba.sh
           nextflow run ${GITHUB_WORKSPACE} -profile $TEST_PROFILE,micromamba --outdir ${TEST_PROFILE}_${EXEC_PROFILE}_results
       - name: Gather failed logs
         if: failure() || cancelled()

From d4d0d1f47fdcf00e843c28dc5cb4571a6c6d5983 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 17 Jul 2024 16:31:57 +0100
Subject: [PATCH 152/264] small changes in mamba

---
 .github/workflows/ci.yml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 925421ba..a372b35d 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -81,7 +81,6 @@ jobs:
         # For example: adding multiple test runs with different parameters
         # Remember that you can parallelise this by using strategy.matrix
         run: |
-          source $MAMBA_ROOT_PREFIX/etc/profile.d/micromamba.sh
           nextflow run ${GITHUB_WORKSPACE} -profile $TEST_PROFILE,micromamba --outdir ${TEST_PROFILE}_${EXEC_PROFILE}_results
       - name: Gather failed logs
         if: failure() || cancelled()

From a2f4d70db61bc6e79cbf43c437ba3672caf5dd8b Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 22 Jul 2024 20:32:53 +0800
Subject: [PATCH 153/264] quantms DIANN 1.9.1dev

---
 .github/workflows/ci.yml                      |  3 ++
 bin/diann_convert.py                          | 52 +++++++++----------
 bin/psm_conversion.py                         |  6 +--
 conf/test_latest_dia.config                   | 48 +++++++++++++++++
 .../local/assemble_empirical_library/main.nf  | 10 ++--
 .../local/diann_preliminary_analysis/main.nf  | 11 ++--
 modules/local/diannsummary/main.nf            | 10 ++--
 .../local/individual_final_analysis/main.nf   | 10 ++--
 modules/local/silicolibrarygeneration/main.nf | 10 ++--
 nextflow.config                               | 26 +++++-----
 nextflow_schema.json                          |  6 +++
 subworkflows/local/create_input_channel.nf    |  3 ++
 12 files changed, 138 insertions(+), 57 deletions(-)
 create mode 100644 conf/test_latest_dia.config

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a372b35d..201e7e39 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -43,6 +43,9 @@ jobs:
             exec_profile: conda
           - NXF_VER: "latest-everything"
             exec_profile: "conda"
+        include:
+          - test_profile: test_latest_dia
+            exec_profile: singularity
     steps:
       - name: Check out pipeline code
         uses: actions/checkout@v4
diff --git a/bin/diann_convert.py b/bin/diann_convert.py
index f385b607..0a5e2bb6 100755
--- a/bin/diann_convert.py
+++ b/bin/diann_convert.py
@@ -591,13 +591,13 @@ def mztab_PRH(report, pg, index_ref, database, fasta_df):
 
     logger.debug("Classifying results type ...")
     pg["opt_global_result_type"] = "single_protein"
-    pg.loc[pg["Protein.Ids"].str.contains(";"), "opt_global_result_type"] = "indistinguishable_protein_group"
+    pg.loc[pg["Protein.Group"].str.contains(";"), "opt_global_result_type"] = "indistinguishable_protein_group"
 
     out_mztab_PRH = pg
     del pg
     out_mztab_PRH = out_mztab_PRH.drop(["Protein.Names"], axis=1)
     out_mztab_PRH.rename(
-        columns={"Protein.Group": "accession", "First.Protein.Description": "description"}, inplace=True
+        columns={"First.Protein.Description": "description"}, inplace=True
     )
     out_mztab_PRH.loc[:, "database"] = database
 
@@ -614,10 +614,10 @@ def mztab_PRH(report, pg, index_ref, database, fasta_df):
         out_mztab_PRH.loc[:, i] = "null"
 
     logger.debug("Extracting accession values (keeping first)...")
-    out_mztab_PRH.loc[:, "accession"] = out_mztab_PRH.apply(lambda x: x["accession"].split(";")[0], axis=1)
+    out_mztab_PRH.loc[:, "accession"] = out_mztab_PRH.apply(lambda x: x["Protein.Group"].split(";")[0], axis=1)
 
     protein_details_df = out_mztab_PRH[out_mztab_PRH["opt_global_result_type"] == "indistinguishable_protein_group"]
-    prh_series = protein_details_df["Protein.Ids"].str.split(";", expand=True).stack().reset_index(level=1, drop=True)
+    prh_series = protein_details_df["Protein.Group"].str.split(";", expand=True).stack().reset_index(level=1, drop=True)
     prh_series.name = "accession"
     protein_details_df = (
         protein_details_df.drop("accession", axis=1).join(prh_series).reset_index().drop(columns="index")
@@ -644,14 +644,14 @@ def mztab_PRH(report, pg, index_ref, database, fasta_df):
     # out_mztab_PRH.loc[out_mztab_PRH["opt_global_result_type"] == "single_protein", "ambiguity_members"] = "null"
     # or out_mztab_PRH.loc[out_mztab_PRH["Protein.Ids"] == out_mztab_PRH["accession"], "ambiguity_members"] = "null"
     out_mztab_PRH.loc[:, "ambiguity_members"] = out_mztab_PRH.apply(
-        lambda x: x["Protein.Ids"] if x["opt_global_result_type"] == "indistinguishable_protein_group" else "null",
+        lambda x: x["Protein.Group"] if x["opt_global_result_type"] == "indistinguishable_protein_group" else "null",
         axis=1,
     )
 
     logger.debug("Matching PRH to best search engine score...")
     score_looker = ModScoreLooker(report)
     out_mztab_PRH[["modifiedSequence", "best_search_engine_score[1]"]] = out_mztab_PRH.apply(
-        lambda x: score_looker.get_score(x["Protein.Ids"]), axis=1, result_type="expand"
+        lambda x: score_looker.get_score(x["Protein.Group"]), axis=1, result_type="expand"
     )
 
     logger.debug("Matching PRH to modifications...")
@@ -664,16 +664,16 @@ def mztab_PRH(report, pg, index_ref, database, fasta_df):
     # This used to be a bottleneck in performance
     # This implementation drops the run time from 57s to 25ms
     protein_agg_report = (
-        report[["PG.MaxLFQ", "Protein.Ids", "study_variable"]]
-        .groupby(["study_variable", "Protein.Ids"])
+        report[["PG.MaxLFQ", "Protein.Group", "study_variable"]]
+        .groupby(["study_variable", "Protein.Group"])
         .agg({"PG.MaxLFQ": ["mean", "std", "sem"]})
         .reset_index()
-        .pivot(columns=["study_variable"], index="Protein.Ids")
+        .pivot(columns=["study_variable"], index="Protein.Group")
         .reset_index()
     )
     protein_agg_report.columns = ["::".join([str(s) for s in col]).strip() for col in protein_agg_report.columns.values]
     subname_mapper = {
-        "Protein.Ids::::": "Protein.Ids",
+        "Protein.Group::::": "Protein.Group",
         "PG.MaxLFQ::mean": "protein_abundance_study_variable",
         "PG.MaxLFQ::std": "protein_abundance_stdev_study_variable",
         "PG.MaxLFQ::sem": "protein_abundance_std_error_study_variable",
@@ -685,7 +685,7 @@ def mztab_PRH(report, pg, index_ref, database, fasta_df):
     # Oddly enough the last implementation mapped the the accession (Q9NZJ9) in the mztab
     # to the Protein.Ids (A0A024RBG1;Q9NZJ9;Q9NZJ9-2), leading to A LOT of missing values.
     out_mztab_PRH = out_mztab_PRH.merge(
-        protein_agg_report, on="Protein.Ids", how="left", validate="many_to_one", copy=True
+        protein_agg_report, on="Protein.Group", how="left", validate="many_to_one", copy=True
     )
     del name_mapper
     del subname_mapper
@@ -694,7 +694,7 @@ def mztab_PRH(report, pg, index_ref, database, fasta_df):
 
     out_mztab_PRH.loc[:, "PRH"] = "PRT"
     index = out_mztab_PRH.loc[:, "PRH"]
-    out_mztab_PRH.drop(["PRH", "Genes", "modifiedSequence", "Protein.Ids"], axis=1, inplace=True)
+    out_mztab_PRH.drop(["PRH", "Genes", "modifiedSequence", "Protein.Group"], axis=1, inplace=True)
     out_mztab_PRH.insert(0, "PRH", index)
     out_mztab_PRH.fillna("null", inplace=True)
     out_mztab_PRH.loc[:, "database"] = database
@@ -734,12 +734,12 @@ def mztab_PEH(
     out_mztab_PEH = pd.DataFrame()
     out_mztab_PEH = pr.iloc[:, 0:10]
     out_mztab_PEH.drop(
-        ["Protein.Group", "Protein.Names", "First.Protein.Description", "Proteotypic"], axis=1, inplace=True
+        ["Protein.Ids", "Protein.Names", "First.Protein.Description", "Proteotypic"], axis=1, inplace=True
     )
     out_mztab_PEH.rename(
         columns={
             "Stripped.Sequence": "sequence",
-            "Protein.Ids": "accession",
+            "Protein.Group": "accession",
             "Modified.Sequence": "opt_global_cv_MS:1000889_peptidoform_sequence",
             "Precursor.Charge": "charge",
         },
@@ -909,7 +909,7 @@ def __find_info(directory, n):
     out_mztab_PSH = out_mztab_PSH[
         [
             "Stripped.Sequence",
-            "Protein.Ids",
+            "Protein.Group",
             "Q.Value",
             "RT.Start",
             "Precursor.Charge",
@@ -1014,7 +1014,7 @@ def classify_result_type(target):
     :return: A string implys protein type
     :rtype: str
     """
-    if ";" in target["Protein.Ids"]:
+    if ";" in target["Protein.Group"]:
         return "indistinguishable_protein_group"
     return "single_protein"
 
@@ -1056,7 +1056,7 @@ def match_in_report(report, target, max_, flag, level):
         return tuple(q_value)
 
     if flag == 1 and level == "protein":
-        result = report[report["Protein.Ids"] == target]
+        result = report[report["Protein.Group"] == target]
         PRH_params = []
         for i in range(1, max_ + 1):
             match = result[result["study_variable"] == i]
@@ -1083,19 +1083,19 @@ def __init__(self, report: pd.DataFrame) -> None:
 
     def make_lookup_dict(self, report) -> Dict[str, Tuple[str, float]]:
         grouped_df = (
-            report[["Modified.Sequence", "Protein.Ids", "Global.PG.Q.Value"]]
+            report[["Modified.Sequence", "Protein.Group", "Global.PG.Q.Value"]]
             .sort_values("Global.PG.Q.Value", ascending=True)
-            .groupby(["Protein.Ids"])
+            .groupby(["Protein.Group"])
             .head(1)
         )
-        #        Modified.Sequence               Protein.Ids  Global.PG.Q.Value
+        #        Modified.Sequence               Protein.Group  Global.PG.Q.Value
         # 78265          LFNEQNFFQR  Q8IV63;Q8IV63-2;Q8IV63-3           0.000252
         # 103585    NPTIVNFPITNVDLR           Q53GS9;Q53GS9-2           0.000252
         # 103586          NPTWKPLIR           Q7Z4Q2;Q7Z4Q2-2           0.000252
         # 103588      NPVGYPLAWQFLR           Q9NZ08;Q9NZ08-2           0.000252
 
         out = {
-            row["Protein.Ids"]: (row["Modified.Sequence"], row["Global.PG.Q.Value"]) for _, row in grouped_df.iterrows()
+            row["Protein.Group"]: (row["Modified.Sequence"], row["Global.PG.Q.Value"]) for _, row in grouped_df.iterrows()
         }
         return out
 
@@ -1325,17 +1325,17 @@ def calculate_protein_coverages(report: pd.DataFrame, out_mztab_PRH: pd.DataFram
     protein in the PRH table (defined by accession, not protein.ids).
     """
     nested_df = (
-        report[["Protein.Ids", "Stripped.Sequence"]]
-        .groupby("Protein.Ids")
+        report[["Protein.Group", "Stripped.Sequence"]]
+        .groupby("Protein.Group")
         .agg({"Stripped.Sequence": set})
         .reset_index()
     )
-    #                      Protein.Ids                                  Stripped.Sequence
+    #                      Protein.Group                                  Stripped.Sequence
     # 0     A0A024RBG1;Q9NZJ9;Q9NZJ9-2                                   {SEQEDEVLLVSSSR}
     # 1        A0A096LP49;A0A096LP49-2                                  {SPWAMTERKHSSLER}
     # 2                A0AVT1;A0AVT1-2  {EDFTLLDFINAVK, KPDHVPISSEDER, QDVIITALDNVEAR,...
-    ids_to_seqs = dict(zip(nested_df["Protein.Ids"], nested_df["Stripped.Sequence"]))
-    acc_to_ids = dict(zip(out_mztab_PRH["accession"], out_mztab_PRH["Protein.Ids"]))
+    ids_to_seqs = dict(zip(nested_df["Protein.Group"], nested_df["Stripped.Sequence"]))
+    acc_to_ids = dict(zip(out_mztab_PRH["accession"], out_mztab_PRH["Protein.Group"]))
     fasta_id_to_seqs = dict(zip(fasta_df["id"], fasta_df["seq"]))
     acc_to_fasta_ids: dict = {}
 
diff --git a/bin/psm_conversion.py b/bin/psm_conversion.py
index 5abd8e21..9d43fb24 100755
--- a/bin/psm_conversion.py
+++ b/bin/psm_conversion.py
@@ -10,7 +10,7 @@
 
 _parquet_field = [
     "sequence", "protein_accessions", "protein_start_positions", "protein_end_positions",
-    "modifications", "retention_time", "charge", "calc_mass_to_charge", "reference_file_name",
+    "modifications", "retention_time", "charge", "exp_mass_to_charge", "reference_file_name",
     "scan_number", "peptidoform", "posterior_error_probability", "global_qvalue", "is_decoy",
     "consensus_support", "mz_array", "intensity_array", "num_peaks", "search_engines", "id_scores", "hit_rank"
 ]
@@ -61,7 +61,7 @@ def convert_psm(idxml, spectra_file, export_decoy_psm):
 
     for peptide_id in pep_ids:
         retention_time = peptide_id.getRT()
-        calc_mass_to_charge = peptide_id.getMZ()
+        exp_mass_to_charge = peptide_id.getMZ()
         scan_number = int(re.findall(r"(spectrum|scan)=(\d+)", peptide_id.getMetaValue("spectrum_reference"))[0][1])
 
         if isinstance(spectra_df, pd.DataFrame):
@@ -101,7 +101,7 @@ def convert_psm(idxml, spectra_file, export_decoy_psm):
             hit_rank = hit.getRank()
 
             parquet_data.append([sequence, protein_accessions, protein_start_positions, protein_end_positions,
-                                 modifications, retention_time, charge, calc_mass_to_charge, reference_file_name,
+                                 modifications, retention_time, charge, exp_mass_to_charge, reference_file_name,
                                  scan_number, peptidoform, posterior_error_probability, global_qvalue, is_decoy,
                                  consensus_support, mz_array, intensity_array, num_peaks, search_engines, id_scores,
                                  hit_rank])
diff --git a/conf/test_latest_dia.config b/conf/test_latest_dia.config
new file mode 100644
index 00000000..14eea22b
--- /dev/null
+++ b/conf/test_latest_dia.config
@@ -0,0 +1,48 @@
+/*
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+    Nextflow config file for running minimal tests (DIA)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+    Defines input files and everything required to run a fast and simple test.
+
+    Use as follows:
+        nextflow run nf-core/quantms -profile test_dia,<docker/singularity> [--outdir <OUTDIR>]
+
+------------------------------------------------------------------------------------------------
+*/
+
+params {
+    config_profile_name        = 'Test profile for latest DIA'
+    config_profile_description = 'Minimal test dataset to check pipeline function for the data-independent acquisition pipeline branch for latest DIA-NN.'
+
+    // Limit resources so that this can run on GitHub Actions
+    max_cpus = 2
+    max_memory = 6.GB
+    max_time = 48.h
+
+    outdir = './results_latest_dia'
+
+    // Input data
+    input = 'https://raw.githubusercontent.com/nf-core/test-datasets/quantms/testdata/dia_ci/PXD026600.sdrf.tsv'
+    database = 'https://raw.githubusercontent.com/nf-core/test-datasets/quantms/testdata/dia_ci/REF_EColi_K12_UPS1_combined.fasta'
+    diann_version = '1.9.beta.1'
+    min_pr_mz = 350
+    max_pr_mz = 950
+    min_fr_mz = 500
+    max_fr_mz = 1500
+    min_peptide_length = 15
+    max_peptide_length = 30
+    max_precursor_charge = 3
+    allowed_missed_cleavages = 1
+    diann_normalize = false
+    skip_post_msstats = false
+    publish_dir_mode = 'symlink'
+    max_mods = 2
+}
+
+process {
+    // thermorawfileparser
+    withName: 'NFCORE_QUANTMS:QUANTMS:FILE_PREPARATION:THERMORAWFILEPARSER' {
+        publishDir  = [path: { "${params.outdir}/${task.process.tokenize(':')[-1].toLowerCase()}" }, pattern: "*.log" ]
+    }
+}
+
diff --git a/modules/local/assemble_empirical_library/main.nf b/modules/local/assemble_empirical_library/main.nf
index 853925c2..63e74aae 100644
--- a/modules/local/assemble_empirical_library/main.nf
+++ b/modules/local/assemble_empirical_library/main.nf
@@ -2,9 +2,13 @@ process ASSEMBLE_EMPIRICAL_LIBRARY {
     tag "$meta.experiment_id"
     label 'process_low'
 
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif' :
-        'ghcr.io/bigbio/diann:1.9.1dev' }"
+    if (params.diann_version == "1.9.beta.1") {
+        container 'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif'
+    } else {
+        container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://containers.biocontainers.pro/s3/SingImgsRepo/diann/v1.8.1_cv1/diann_v1.8.1_cv1.img' :
+        'docker.io/biocontainers/diann:v1.8.1_cv1' }"
+    }
 
     input:
     // In this step the real files are passed, and not the names
diff --git a/modules/local/diann_preliminary_analysis/main.nf b/modules/local/diann_preliminary_analysis/main.nf
index e5401c2c..59939860 100644
--- a/modules/local/diann_preliminary_analysis/main.nf
+++ b/modules/local/diann_preliminary_analysis/main.nf
@@ -2,9 +2,13 @@ process DIANN_PRELIMINARY_ANALYSIS {
     tag "$ms_file.baseName"
     label 'process_high'
 
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif' :
-        'ghcr.io/bigbio/diann:1.9.1dev' }"
+    if (params.diann_version == "1.9.beta.1") {
+        container 'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif'
+    } else {
+        container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://containers.biocontainers.pro/s3/SingImgsRepo/diann/v1.8.1_cv1/diann_v1.8.1_cv1.img' :
+        'docker.io/biocontainers/diann:v1.8.1_cv1' }"
+    }
 
     input:
     tuple val(meta), path(ms_file), path(predict_library)
@@ -13,7 +17,6 @@ process DIANN_PRELIMINARY_ANALYSIS {
     path "*.quant", emit: diann_quant
     tuple val(meta), path("*_diann.log"), emit: log
     path "versions.yml", emit: version
-    path(ms_file), emit: preliminary_ms_file
 
     when:
     task.ext.when == null || task.ext.when
diff --git a/modules/local/diannsummary/main.nf b/modules/local/diannsummary/main.nf
index 70b707c1..aeb41a0c 100644
--- a/modules/local/diannsummary/main.nf
+++ b/modules/local/diannsummary/main.nf
@@ -2,9 +2,13 @@ process DIANNSUMMARY {
     tag "$meta.experiment_id"
     label 'process_high'
 
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif' :
-        'ghcr.io/bigbio/diann:1.9.1dev' }"
+    if (params.diann_version == "1.9.beta.1") {
+        container 'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif'
+    } else {
+        container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://containers.biocontainers.pro/s3/SingImgsRepo/diann/v1.8.1_cv1/diann_v1.8.1_cv1.img' :
+        'docker.io/biocontainers/diann:v1.8.1_cv1' }"
+    }
 
     input:
     // Note that the files are passed as names and not paths, this prevents them from being staged
diff --git a/modules/local/individual_final_analysis/main.nf b/modules/local/individual_final_analysis/main.nf
index 21c0d375..e58cd50f 100644
--- a/modules/local/individual_final_analysis/main.nf
+++ b/modules/local/individual_final_analysis/main.nf
@@ -2,9 +2,13 @@ process INDIVIDUAL_FINAL_ANALYSIS {
     tag "$ms_file.baseName"
     label 'process_high'
 
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif' :
-        'ghcr.io/bigbio/diann:1.9.1dev' }"
+    if (params.diann_version == "1.9.beta.1") {
+        container 'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif'
+    } else {
+        container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://containers.biocontainers.pro/s3/SingImgsRepo/diann/v1.8.1_cv1/diann_v1.8.1_cv1.img' :
+        'docker.io/biocontainers/diann:v1.8.1_cv1' }"
+    }
 
     input:
     tuple val(meta), path(ms_file), path(fasta), path(diann_log), path(library)
diff --git a/modules/local/silicolibrarygeneration/main.nf b/modules/local/silicolibrarygeneration/main.nf
index 55169a7b..96ff060c 100644
--- a/modules/local/silicolibrarygeneration/main.nf
+++ b/modules/local/silicolibrarygeneration/main.nf
@@ -2,9 +2,13 @@ process SILICOLIBRARYGENERATION {
     tag "$fasta.Name"
     label 'process_medium'
 
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif' :
-        'ghcr.io/bigbio/diann:1.9.1dev' }"
+    if (params.diann_version == "1.9.beta.1") {
+        container 'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif'
+    } else {
+        container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://containers.biocontainers.pro/s3/SingImgsRepo/diann/v1.8.1_cv1/diann_v1.8.1_cv1.img' :
+        'docker.io/biocontainers/diann:v1.8.1_cv1' }"
+    }
 
     input:
     file(fasta)
diff --git a/nextflow.config b/nextflow.config
index a48ce8a7..fb96aa3d 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -180,6 +180,7 @@ params {
     convert_dotd            = false
 
     // DIA-NN
+    diann_version           = '1.8.1'
     diann_debug             = 3
     scan_window             = 8
     scan_window_automatic   = true
@@ -404,18 +405,19 @@ profiles {
         conda.useMamba         = true
         process.executor       = 'lsf'
     }
-    test            { includeConfig 'conf/test_lfq.config'      }
-    test_localize   { includeConfig 'conf/test_localize.config' }
-    test_tmt        { includeConfig 'conf/test_tmt.config'      }
-    test_lfq        { includeConfig 'conf/test_lfq.config'      }
-    test_lfq_sage   { includeConfig 'conf/test_lfq_sage.config' }
-    test_dia        { includeConfig 'conf/test_dia.config'      }
-    test_full_lfq   { includeConfig 'conf/test_full_lfq.config' }
-    test_full_tmt   { includeConfig 'conf/test_full_tmt.config' }
-    test_full_dia   { includeConfig 'conf/test_full_dia.config' }
-    test_full       { includeConfig 'conf/test_full_lfq.config' }
-    test_dda_id     { includeConfig 'conf/test_dda_id.config'   }
-    mambaci         { includeConfig 'conf/mambaci.config'       }
+    test            { includeConfig 'conf/test_lfq.config'        }
+    test_localize   { includeConfig 'conf/test_localize.config'   }
+    test_tmt        { includeConfig 'conf/test_tmt.config'        }
+    test_lfq        { includeConfig 'conf/test_lfq.config'        }
+    test_lfq_sage   { includeConfig 'conf/test_lfq_sage.config'   }
+    test_dia        { includeConfig 'conf/test_dia.config'        }
+    test_latest_dia { includeConfig 'conf/test_latest_dia.config' }
+    test_full_lfq   { includeConfig 'conf/test_full_lfq.config'   }
+    test_full_tmt   { includeConfig 'conf/test_full_tmt.config'   }
+    test_full_dia   { includeConfig 'conf/test_full_dia.config'   }
+    test_full       { includeConfig 'conf/test_full_lfq.config'   }
+    test_dda_id     { includeConfig 'conf/test_dda_id.config'     }
+    mambaci         { includeConfig 'conf/mambaci.config'         }
 
 }
 
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 982402f3..1b876c59 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -962,6 +962,12 @@
             "description": "Settings for DIA-NN - a universal software for data-independent acquisition (DIA) proteomics data processing.",
             "default": "",
             "properties": {
+                "diann_version": {
+                    "type": "string",
+                    "description": "The version of DIA-NN used",
+                    "fa_icon": "fas fa-font",
+                    "help_text": "There are differences between the different DIA-NN versions. DIA-NN do not support cloud freely in 1.9.1."
+                },
                 "mass_acc_automatic": {
                     "type": "boolean",
                     "default": true,
diff --git a/subworkflows/local/create_input_channel.nf b/subworkflows/local/create_input_channel.nf
index be8ca978..32f58c1d 100644
--- a/subworkflows/local/create_input_channel.nf
+++ b/subworkflows/local/create_input_channel.nf
@@ -168,6 +168,9 @@ def create_meta_channel(LinkedHashMap row, is_sdrf, enzymes, files, wrapper) {
     } else if (session.config.conda && session.config.conda.enabled) {
         log.error "File in DIA mode found in input design and conda profile was chosen. DIA-NN currently doesn't support conda! Exiting. Please use the docker/singularity profile with a container."
         exit 1
+    } else if (!session.config.singularity.enabled && params.diann_version == "1.9.beta.1") {
+        log.error "DIA-NN 1.9.beta.1 currently only support singularity! Exiting. Please use the singularity profile with a container."
+        exit 1
     }
 
     if (wrapper.labelling_type.contains("label free") || meta.acquisition_method == "dia") {

From 114a14f1f2d6419e4d1f56d1fbd294c8d5fc5f4b Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 22 Jul 2024 21:07:02 +0800
Subject: [PATCH 154/264] Update ci.yml

---
 .github/workflows/ci.yml | 18 +++++++++++++++---
 1 file changed, 15 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 201e7e39..4432afad 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -68,9 +68,13 @@ jobs:
           echo "$(pwd)/micromamba/bin" >> $GITHUB_PATH
           ./bin/micromamba shell init -s bash
           echo $'channels:\n  - conda-forge\n  - bioconda\n  - defaults\nuse_lockfiles: false' >> ~/.mambarc
-
-      - name: Run pipeline with test data
-        if: matrix.exec_profile != 'conda'
+      - name: Install Singularity
+        if: matrix.exec_profile == 'singularity'
+        run: |
+          sudo apt-get update && \
+          sudo apt-get install -y singularity-container
+      - name: Run pipeline with test data in docker profile
+        if: matrix.exec_profile == 'docker'
         # TODO nf-core: You can customise CI pipeline run tests as required
         # For example: adding multiple test runs with different parameters
         # Remember that you can parallelise this by using strategy.matrix
@@ -85,6 +89,14 @@ jobs:
         # Remember that you can parallelise this by using strategy.matrix
         run: |
           nextflow run ${GITHUB_WORKSPACE} -profile $TEST_PROFILE,micromamba --outdir ${TEST_PROFILE}_${EXEC_PROFILE}_results
+      - name: Run pipeline with test data in singularity profile
+        if: matrix.exec_profile == 'singularity'
+        # TODO nf-core: You can customise CI pipeline run tests as required
+        # For example: adding multiple test runs with different parameters
+        # Remember that you can parallelise this by using strategy.matrix
+        run: |
+          nextflow run ${GITHUB_WORKSPACE} -profile $TEST_PROFILE,$EXEC_PROFILE --outdir ${TEST_PROFILE}_${EXEC_PROFILE}_results
+
       - name: Gather failed logs
         if: failure() || cancelled()
         run: |

From 410e4e49f65d33cfb7b1c7326231caac84c49ad2 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 22 Jul 2024 21:16:34 +0800
Subject: [PATCH 155/264] Update ci.yml

---
 .github/workflows/ci.yml | 17 ++++++++++++++++-
 1 file changed, 16 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 4432afad..812bdf6b 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -72,7 +72,22 @@ jobs:
         if: matrix.exec_profile == 'singularity'
         run: |
           sudo apt-get update && \
-          sudo apt-get install -y singularity-container
+          sudo apt-get install -y \
+             autoconf \
+             automake \
+             cryptsetup \
+             fuse \
+             fuse2fs \
+             libfuse-dev \
+             libglib2.0-dev \
+             libseccomp-dev \
+             libtool \
+             pkg-config \
+             runc \
+             squashfs-tools \
+             squashfs-tools-ng \
+             uidmap \
+             zlib1g-dev
       - name: Run pipeline with test data in docker profile
         if: matrix.exec_profile == 'docker'
         # TODO nf-core: You can customise CI pipeline run tests as required

From 6c8ee8b8c12521a7225187b057b6e09c857960d3 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 22 Jul 2024 21:18:49 +0800
Subject: [PATCH 156/264] Update ci.yml

---
 .github/workflows/ci.yml | 30 +++++++++++++++---------------
 1 file changed, 15 insertions(+), 15 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 812bdf6b..2698faa9 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -73,21 +73,21 @@ jobs:
         run: |
           sudo apt-get update && \
           sudo apt-get install -y \
-             autoconf \
-             automake \
-             cryptsetup \
-             fuse \
-             fuse2fs \
-             libfuse-dev \
-             libglib2.0-dev \
-             libseccomp-dev \
-             libtool \
-             pkg-config \
-             runc \
-             squashfs-tools \
-             squashfs-tools-ng \
-             uidmap \
-             zlib1g-dev
+            autoconf \
+            automake \
+            cryptsetup \
+            fuse \
+            fuse2fs \
+            libfuse-dev \
+            libglib2.0-dev \
+            libseccomp-dev \
+            libtool \
+            pkg-config \
+            runc \
+            squashfs-tools \
+            squashfs-tools-ng \
+            uidmap \
+            zlib1g-dev
       - name: Run pipeline with test data in docker profile
         if: matrix.exec_profile == 'docker'
         # TODO nf-core: You can customise CI pipeline run tests as required

From fbd863d9494c7440d59c48e9c75be400ff419902 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 22 Jul 2024 21:54:56 +0800
Subject: [PATCH 157/264] Update ci.yml

---
 .github/workflows/ci.yml | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 2698faa9..067cbe78 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -88,6 +88,12 @@ jobs:
             squashfs-tools-ng \
             uidmap \
             zlib1g-dev
+          sudo rm -rf /usr/local/go
+          sudo tar -C /usr/local -xzf go1.22.5.linux-amd64.tar.gz
+          echo 'export PATH=/usr/local/go/bin:$PATH' >> ~/.bashrc && \
+          source ~/.bashrc
+          wget -qO- https://github.com/sylabs/singularity/releases/download/v4.1.4/singularity-ce_4.1.4-jammy_amd64.deb
+          sudo apt install ./singularity-ce_4.1.4-jammy_amd64.deb
       - name: Run pipeline with test data in docker profile
         if: matrix.exec_profile == 'docker'
         # TODO nf-core: You can customise CI pipeline run tests as required

From c5dc72e88ed9dd4f3f5dd281b60f935fd3efc981 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 22 Jul 2024 22:01:34 +0800
Subject: [PATCH 158/264] fixed ci

---
 .github/workflows/ci.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 067cbe78..2692908e 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -89,6 +89,7 @@ jobs:
             uidmap \
             zlib1g-dev
           sudo rm -rf /usr/local/go
+          wget -qO- https://go.dev/dl/go1.22.5.linux-amd64.tar.gz
           sudo tar -C /usr/local -xzf go1.22.5.linux-amd64.tar.gz
           echo 'export PATH=/usr/local/go/bin:$PATH' >> ~/.bashrc && \
           source ~/.bashrc

From 7d000697f87e785ab457a043ef2b3ae028f11a13 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 22 Jul 2024 22:23:14 +0800
Subject: [PATCH 159/264] Update ci.yml

---
 .github/workflows/ci.yml | 30 +++++-------------------------
 1 file changed, 5 insertions(+), 25 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 2692908e..37d97d03 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -70,31 +70,11 @@ jobs:
           echo $'channels:\n  - conda-forge\n  - bioconda\n  - defaults\nuse_lockfiles: false' >> ~/.mambarc
       - name: Install Singularity
         if: matrix.exec_profile == 'singularity'
-        run: |
-          sudo apt-get update && \
-          sudo apt-get install -y \
-            autoconf \
-            automake \
-            cryptsetup \
-            fuse \
-            fuse2fs \
-            libfuse-dev \
-            libglib2.0-dev \
-            libseccomp-dev \
-            libtool \
-            pkg-config \
-            runc \
-            squashfs-tools \
-            squashfs-tools-ng \
-            uidmap \
-            zlib1g-dev
-          sudo rm -rf /usr/local/go
-          wget -qO- https://go.dev/dl/go1.22.5.linux-amd64.tar.gz
-          sudo tar -C /usr/local -xzf go1.22.5.linux-amd64.tar.gz
-          echo 'export PATH=/usr/local/go/bin:$PATH' >> ~/.bashrc && \
-          source ~/.bashrc
-          wget -qO- https://github.com/sylabs/singularity/releases/download/v4.1.4/singularity-ce_4.1.4-jammy_amd64.deb
-          sudo apt install ./singularity-ce_4.1.4-jammy_amd64.deb
+        steps:
+          - name: Checkout Repository
+            uses: actions/checkout@v3
+          - name: Singularity install with defaults
+            uses: singularityhub/install-singularity@main
       - name: Run pipeline with test data in docker profile
         if: matrix.exec_profile == 'docker'
         # TODO nf-core: You can customise CI pipeline run tests as required

From 159d6e5412ab0e67273c02461f8a13ced2f34275 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 22 Jul 2024 22:31:04 +0800
Subject: [PATCH 160/264] Update .github/workflows/ci.yml

Co-authored-by: Julianus Pfeuffer <julianus.pfeuffer@pfizer.com>
---
 .github/workflows/ci.yml | 7 ++-----
 1 file changed, 2 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 37d97d03..5b93019d 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -70,11 +70,8 @@ jobs:
           echo $'channels:\n  - conda-forge\n  - bioconda\n  - defaults\nuse_lockfiles: false' >> ~/.mambarc
       - name: Install Singularity
         if: matrix.exec_profile == 'singularity'
-        steps:
-          - name: Checkout Repository
-            uses: actions/checkout@v3
-          - name: Singularity install with defaults
-            uses: singularityhub/install-singularity@main
+        - name: Singularity install with defaults
+          uses: singularityhub/install-singularity@main
       - name: Run pipeline with test data in docker profile
         if: matrix.exec_profile == 'docker'
         # TODO nf-core: You can customise CI pipeline run tests as required

From f2221b251a4e9bdd93c9ebaf1373d9fada3c33d7 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 22 Jul 2024 22:43:57 +0800
Subject: [PATCH 161/264] Update ci.yml

---
 .github/workflows/ci.yml | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 5b93019d..3e49dd6c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -68,10 +68,9 @@ jobs:
           echo "$(pwd)/micromamba/bin" >> $GITHUB_PATH
           ./bin/micromamba shell init -s bash
           echo $'channels:\n  - conda-forge\n  - bioconda\n  - defaults\nuse_lockfiles: false' >> ~/.mambarc
-      - name: Install Singularity
+      - name: Install Singularity with defaults
         if: matrix.exec_profile == 'singularity'
-        - name: Singularity install with defaults
-          uses: singularityhub/install-singularity@main
+        uses: singularityhub/install-singularity@main
       - name: Run pipeline with test data in docker profile
         if: matrix.exec_profile == 'docker'
         # TODO nf-core: You can customise CI pipeline run tests as required

From 2e2f0aabba8ac21a0fa8fe0f89b73e18b9b98cf9 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Tue, 23 Jul 2024 09:12:13 +0800
Subject: [PATCH 162/264] Update main.nf

---
 modules/local/diannsummary/main.nf | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/modules/local/diannsummary/main.nf b/modules/local/diannsummary/main.nf
index aeb41a0c..77ba67eb 100644
--- a/modules/local/diannsummary/main.nf
+++ b/modules/local/diannsummary/main.nf
@@ -28,8 +28,9 @@ process DIANNSUMMARY {
     path "diann_report.gg_matrix.tsv", emit: gg_matrix
     path "diann_report.unique_genes_matrix.tsv", emit: unique_gene_matrix
     path "diannsummary.log", emit: log
-    path "empirical_library.tsv", emit: final_speclib
-    path "empirical_library.tsv.skyline.speclib", emit: skyline_speclib
+    path "empirical_library.tsv", emit: final_speclib optional true
+    path "empirical_library.tsv.speclib", emit: final_tsv_speclib optional true
+    path "empirical_library.tsv.skyline.speclib", emit: skyline_speclib optional true
     path "versions.yml", emit: version
 
     when:

From 2c78f9b1d626d0e4bc247a187c513710227e3909 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 29 Jul 2024 13:33:48 +0100
Subject: [PATCH 163/264] first commit msstatistics csv -> parquet

---
 bin/add_sage_feature.py                |   9 +-
 bin/check_samplesheet.py               |  19 +-
 bin/diann_convert.py                   | 432 ++++++++++++++++++++-----
 bin/extract_sample.py                  |  13 +-
 bin/ms2rescore_cli.py                  | 101 ++++--
 bin/mzml_statistics.py                 | 105 ++++--
 bin/prepare_diann_parameters.py        |  36 ++-
 bin/psm_conversion.py                  | 101 ++++--
 modules/local/extract_psm/meta.yml     |   2 +-
 modules/local/mzmlstatistics/main.nf   |   4 +-
 modules/local/mzmlstatistics/meta.yml  |   4 +-
 subworkflows/local/file_preparation.nf |   2 +-
 12 files changed, 645 insertions(+), 183 deletions(-)

diff --git a/bin/add_sage_feature.py b/bin/add_sage_feature.py
index 0ebe8e7c..8d53fa06 100755
--- a/bin/add_sage_feature.py
+++ b/bin/add_sage_feature.py
@@ -1,16 +1,17 @@
 #!/usr/bin/env python
 # Add extra features in sage idXML. Adding extra feature in Sage isn't known input for PSMFeatureExtractor
 
-import pyopenms as oms
-import pandas as pd
 import sys
 
+import pandas as pd
+import pyopenms as oms
+
 
 def add_feature(idx_file, output_file, feat_file):
     extra_feat = []
-    feat = pd.read_csv(feat_file, sep='\t')
+    feat = pd.read_csv(feat_file, sep="\t")
     for _, row in feat.iterrows():
-        if row["feature_generator"] == 'psm_file':
+        if row["feature_generator"] == "psm_file":
             continue
         else:
             extra_feat.append(row["feature_name"])
diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index 3e2d41a1..3cb2b2fa 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -21,7 +21,11 @@ def parse_args(args=None):
     parser.add_argument("SDRF", help="SDRF/Expdesign file to be validated")
     parser.add_argument("ISSDRF", help="SDRF file or Expdesign file")
     parser.add_argument("VALIDATE_ONTOLOGIES", help="Validate ontology terms.")
-    parser.add_argument("--CHECK_MS", help="check mass spectrometry fields in SDRF.", action="store_true")
+    parser.add_argument(
+        "--CHECK_MS",
+        help="check mass spectrometry fields in SDRF.",
+        action="store_true",
+    )
 
     return parser.parse_args(args)
 
@@ -64,7 +68,6 @@ def check_sdrf(check_ms, sdrf, validate_ontologies):
     sys.exit(bool(errors))
 
 
-
 def check_expdesign(expdesign):
     data = pd.read_csv(expdesign, sep="\t", header=0, dtype=str)
     data = data.dropna()
@@ -77,10 +80,14 @@ def check_expdesign(expdesign):
         try:
             empty_row = lines.index("\n")
         except ValueError:
-            print("the one-table format parser is broken in OpenMS2.5, please use one-table or sdrf")
+            print(
+                "the one-table format parser is broken in OpenMS2.5, please use one-table or sdrf"
+            )
             sys.exit(1)
         if lines.index("\n") >= len(lines):
-            print("the one-table format parser is broken in OpenMS2.5, please use one-table or sdrf")
+            print(
+                "the one-table format parser is broken in OpenMS2.5, please use one-table or sdrf"
+            )
             sys.exit(1)
 
         s_table = [i.replace("\n", "").split("\t") for i in lines[empty_row + 1 :]][1:]
@@ -112,7 +119,9 @@ def check_expdesign_logic(fTable, sTable):
         sys.exit(1)
     fTable_D = fTable.drop_duplicates(["Fraction_Group", "Fraction", "Label", "Sample"])
     if fTable_D.shape[0] < fTable.shape[0]:
-        print("Existing duplicate entries in Fraction_Group, Fraction, Label and Sample")
+        print(
+            "Existing duplicate entries in Fraction_Group, Fraction, Label and Sample"
+        )
         sys.exit(1)
     if len(set(sTable.Sample)) < sTable.shape[0]:
         print("Existing duplicate Sample in sample table!")
diff --git a/bin/diann_convert.py b/bin/diann_convert.py
index 0a5e2bb6..becf0b4a 100755
--- a/bin/diann_convert.py
+++ b/bin/diann_convert.py
@@ -11,7 +11,7 @@
 import re
 import warnings
 from pathlib import Path
-from typing import Any, List, Tuple, Dict, Set, Union
+from typing import Any, Dict, List, Set, Tuple, Union
 
 import click
 import numpy as np
@@ -26,7 +26,9 @@
 CONTEXT_SETTINGS = dict(help_option_names=["-h", "--help"])
 REVISION = "0.1.1"
 
-logging.basicConfig(format="%(asctime)s [%(funcName)s] - %(message)s", level=logging.DEBUG)
+logging.basicConfig(
+    format="%(asctime)s [%(funcName)s] - %(message)s", level=logging.DEBUG
+)
 logger = logging.getLogger(__name__)
 
 
@@ -44,7 +46,16 @@ def cli():
 @click.option("--missed_cleavages", "-m")
 @click.option("--qvalue_threshold", "-q", type=float)
 @click.pass_context
-def convert(ctx, folder, exp_design, dia_params, diann_version, charge, missed_cleavages, qvalue_threshold):
+def convert(
+    ctx,
+    folder,
+    exp_design,
+    dia_params,
+    diann_version,
+    charge,
+    missed_cleavages,
+    qvalue_threshold,
+):
     """
     Convert DIA-NN output to MSstats, Triqler or mzTab.
     The output formats are used for quality control and downstream analysis.
@@ -82,7 +93,14 @@ def convert(ctx, folder, exp_design, dia_params, diann_version, charge, missed_c
 
     logger.debug("Converting to MSstats format...")
     out_msstats = report[msstats_columns_keep]
-    out_msstats.columns = ["ProteinName", "PeptideSequence", "PrecursorCharge", "Intensity", "Reference", "Run"]
+    out_msstats.columns = [
+        "ProteinName",
+        "PeptideSequence",
+        "PrecursorCharge",
+        "Intensity",
+        "Reference",
+        "Run",
+    ]
     out_msstats = out_msstats[out_msstats["Intensity"] != 0]
 
     # Q: What is this line doing?
@@ -92,7 +110,9 @@ def convert(ctx, folder, exp_design, dia_params, diann_version, charge, missed_c
     out_msstats["FragmentIon"] = "NA"
     out_msstats["ProductCharge"] = "0"
     out_msstats["IsotopeLabelType"] = "L"
-    unique_reference_map = {k: os.path.basename(k) for k in out_msstats["Reference"].unique()}
+    unique_reference_map = {
+        k: os.path.basename(k) for k in out_msstats["Reference"].unique()
+    }
     out_msstats["Reference"] = out_msstats["Reference"].map(unique_reference_map)
     del unique_reference_map
 
@@ -115,7 +135,13 @@ def convert(ctx, folder, exp_design, dia_params, diann_version, charge, missed_c
         (
             s_DataFrame[["Sample", "MSstats_Condition", "MSstats_BioReplicate"]]
             .merge(f_table[["Fraction", "Sample", "run"]], on="Sample")
-            .rename(columns={"run": "Run", "MSstats_BioReplicate": "BioReplicate", "MSstats_Condition": "Condition"})
+            .rename(
+                columns={
+                    "run": "Run",
+                    "MSstats_BioReplicate": "BioReplicate",
+                    "MSstats_Condition": "Condition",
+                }
+            )
             .drop(columns=["Sample"])
         ),
         on="Run",
@@ -126,10 +152,24 @@ def convert(ctx, folder, exp_design, dia_params, diann_version, charge, missed_c
     logger.info(f"MSstats input file is saved as {exp_out_prefix}_msstats_in.csv")
 
     # Convert to Triqler
-    triqler_cols = ["ProteinName", "PeptideSequence", "PrecursorCharge", "Intensity", "Run", "Condition"]
+    triqler_cols = [
+        "ProteinName",
+        "PeptideSequence",
+        "PrecursorCharge",
+        "Intensity",
+        "Run",
+        "Condition",
+    ]
     out_triqler = out_msstats[triqler_cols]
     del out_msstats
-    out_triqler.columns = ["proteins", "peptide", "charge", "intensity", "run", "condition"]
+    out_triqler.columns = [
+        "proteins",
+        "peptide",
+        "charge",
+        "intensity",
+        "run",
+        "condition",
+    ]
     out_triqler = out_triqler[out_triqler["intensity"] != 0]
 
     out_triqler.loc[:, "searchScore"] = report["Q.Value"]
@@ -186,7 +226,9 @@ def get_exp_design_dfs(exp_design_file):
         f_table = [i.replace("\n", "").split("\t") for i in data[1:empty_row]]
         f_header = data[0].replace("\n", "").split("\t")
         f_table = pd.DataFrame(f_table, columns=f_header)
-        f_table.loc[:, "run"] = f_table.apply(lambda x: _true_stem(x["Spectra_Filepath"]), axis=1)
+        f_table.loc[:, "run"] = f_table.apply(
+            lambda x: _true_stem(x["Spectra_Filepath"]), axis=1
+        )
 
         s_table = [i.replace("\n", "").split("\t") for i in data[empty_row + 1 :]][1:]
         s_header = data[empty_row + 1].replace("\n", "").split("\t")
@@ -194,6 +236,7 @@ def get_exp_design_dfs(exp_design_file):
 
     return s_DataFrame, f_table
 
+
 def compute_mass_modified_peptide(peptide_seq: str) -> float:
     """
     Function that takes a peptide sequence including modifications and compute the mass using the AASequence class from
@@ -223,14 +266,41 @@ def compute_mass_modified_peptide(peptide_seq: str) -> float:
         # Check aminoacid letter
         if aa in aa_mass and not_mod:
             aa = aa_mass[aa]
-        elif aa not in ['G','A','V','L','I','F','M','P','W','S','C','T','Y','N','Q','D','E','K','R','H'] and not_mod and aa != ")":
+        elif (
+            aa
+            not in [
+                "G",
+                "A",
+                "V",
+                "L",
+                "I",
+                "F",
+                "M",
+                "P",
+                "W",
+                "S",
+                "C",
+                "T",
+                "Y",
+                "N",
+                "Q",
+                "D",
+                "E",
+                "K",
+                "R",
+                "H",
+            ]
+            and not_mod
+            and aa != ")"
+        ):
             logger.info(f"Unknown amino acid with mass not known:{aa}")
         peptide_parts.append(aa)
-    new_peptide_seq = ''.join(peptide_parts)
+    new_peptide_seq = "".join(peptide_parts)
     mass = AASequence.fromString(new_peptide_seq).getMonoWeight()
     logger.debug(new_peptide_seq + ":" + str(mass))
     return mass
 
+
 class DiannDirectory:
     def __init__(self, base_path, diann_version_file):
         self.base_path = Path(base_path)
@@ -287,7 +357,9 @@ def diann_version(self) -> str:
                     diann_version_id = line.rstrip("\n").split(": ")[1]
 
         if diann_version_id is None:
-            raise ValueError(f"Could not find DIA-NN version in file {self.diann_version_file}")
+            raise ValueError(
+                f"Could not find DIA-NN version in file {self.diann_version_file}"
+            )
 
         return diann_version_id
 
@@ -297,7 +369,13 @@ def validate_diann_version(self) -> None:
             raise ValueError(f"Unsupported DIANN version {self.diann_version}")
 
     def convert_to_mztab(
-        self, report, f_table, charge: int, missed_cleavages: int, dia_params: List[Any], out: os.PathLike
+        self,
+        report,
+        f_table,
+        charge: int,
+        missed_cleavages: int,
+        dia_params: List[Any],
+        out: os.PathLike,
     ) -> None:
         logger.info("Converting to mzTab")
         self.validate_diann_version()
@@ -318,12 +396,25 @@ def convert_to_mztab(
 
         logger.info("Mapping run information to report")
         index_ref = f_table.copy()
-        index_ref.rename(columns={"Fraction_Group": "ms_run", "Sample": "study_variable", "run": "Run"}, inplace=True)
+        index_ref.rename(
+            columns={
+                "Fraction_Group": "ms_run",
+                "Sample": "study_variable",
+                "run": "Run",
+            },
+            inplace=True,
+        )
         index_ref["ms_run"] = index_ref["ms_run"].astype("int")
         index_ref["study_variable"] = index_ref["study_variable"].astype("int")
-        report = report.merge(index_ref[["ms_run", "Run", "study_variable"]], on="Run", validate="many_to_one")
+        report = report.merge(
+            index_ref[["ms_run", "Run", "study_variable"]],
+            on="Run",
+            validate="many_to_one",
+        )
 
-        MTD, database = mztab_MTD(index_ref, dia_params, str(self.fasta), charge, missed_cleavages)
+        MTD, database = mztab_MTD(
+            index_ref, dia_params, str(self.fasta), charge, missed_cleavages
+        )
         pg = pd.read_csv(
             self.pg_matrix,
             sep="\t",
@@ -377,22 +468,29 @@ def main_report_df(self, qvalue_threshold: float) -> pd.DataFrame:
         report = pd.read_csv(self.report, sep="\t", header=0, usecols=remain_cols)
 
         # filter based on qvalue parameter for downstream analysiss
-        logger.debug(f"Filtering report based on qvalue threshold: {qvalue_threshold}, {len(report)} rows")
+        logger.debug(
+            f"Filtering report based on qvalue threshold: {qvalue_threshold}, {len(report)} rows"
+        )
         report = report[report["Q.Value"] < qvalue_threshold]
         logger.debug(f"Report filtered, {len(report)} rows remaining")
 
         logger.debug("Calculating Precursor.Mz")
         # Making the map is 10x faster, and includes the mass of
         # the modification. with respect to the previous implementation.
-        uniq_masses = {k: compute_mass_modified_peptide(k) for k in report["Modified.Sequence"].unique()}
+        uniq_masses = {
+            k: compute_mass_modified_peptide(k)
+            for k in report["Modified.Sequence"].unique()
+        }
         mass_vector = report["Modified.Sequence"].map(uniq_masses)
-        report["Calculate.Precursor.Mz"] = (mass_vector + (PROTON_MASS_U * report["Precursor.Charge"])) / report[
-            "Precursor.Charge"
-        ]
+        report["Calculate.Precursor.Mz"] = (
+            mass_vector + (PROTON_MASS_U * report["Precursor.Charge"])
+        ) / report["Precursor.Charge"]
 
         logger.debug("Indexing Precursors")
         # Making the map is 1500x faster
-        precursor_index_map = {k: i for i, k in enumerate(report["Precursor.Id"].unique())}
+        precursor_index_map = {
+            k: i for i, k in enumerate(report["Precursor.Id"].unique())
+        }
         report["precursor.Index"] = report["Precursor.Id"].map(precursor_index_map)
 
         logger.debug(f"Shape of main report {report.shape}")
@@ -423,7 +521,9 @@ def MTD_mod_info(fix_mod, var_mod):
             mod_name = mod_obj.getId()
             mod_accession = mod_obj.getUniModAccession()
             site = mod_obj.getOrigin()
-            fix_ptm.append(("[UNIMOD, " + mod_accession.upper() + ", " + mod_name + ", ]", site))
+            fix_ptm.append(
+                ("[UNIMOD, " + mod_accession.upper() + ", " + mod_name + ", ]", site)
+            )
     else:
         fix_flag = 0
         fix_ptm.append("[MS, MS:1002453, No fixed modifications searched, ]")
@@ -435,7 +535,9 @@ def MTD_mod_info(fix_mod, var_mod):
             mod_name = mod_obj.getId()
             mod_accession = mod_obj.getUniModAccession()
             site = mod_obj.getOrigin()
-            var_ptm.append(("[UNIMOD, " + mod_accession.upper() + ", " + mod_name + ", ]", site))
+            var_ptm.append(
+                ("[UNIMOD, " + mod_accession.upper() + ", " + mod_name + ", ]", site)
+            )
     else:
         var_flag = 0
         var_ptm.append("[MS, MS:1002454, No variable modifications searched, ]")
@@ -476,56 +578,91 @@ def mztab_MTD(index_ref, dia_params, fasta, charge, missed_cleavages):
     out_mztab_MTD.loc[1, "mzTab-type"] = "Quantification"
     out_mztab_MTD.loc[1, "title"] = "ConsensusMap export from OpenMS"
     out_mztab_MTD.loc[1, "description"] = "OpenMS export from consensusXML"
-    out_mztab_MTD.loc[1, "protein_search_engine_score[1]"] = "[, , DIA-NN Global.PG.Q.Value, ]"
+    out_mztab_MTD.loc[1, "protein_search_engine_score[1]"] = (
+        "[, , DIA-NN Global.PG.Q.Value, ]"
+    )
     out_mztab_MTD.loc[1, "peptide_search_engine_score[1]"] = (
         "[, , DIA-NN Q.Value (minimum of the respective precursor q-values), ]"
     )
-    out_mztab_MTD.loc[1, "psm_search_engine_score[1]"] = "[MS, MS:MS:1001869, protein-level q-value, ]"
+    out_mztab_MTD.loc[1, "psm_search_engine_score[1]"] = (
+        "[MS, MS:MS:1001869, protein-level q-value, ]"
+    )
     out_mztab_MTD.loc[1, "software[1]"] = "[MS, MS:1003253, DIA-NN, Release (v1.8.1)]"
     out_mztab_MTD.loc[1, "software[1]-setting[1]"] = fasta
     out_mztab_MTD.loc[1, "software[1]-setting[2]"] = "db_version:null"
-    out_mztab_MTD.loc[1, "software[1]-setting[3]"] = "fragment_mass_tolerance:" + FragmentMassTolerance
-    out_mztab_MTD.loc[1, "software[1]-setting[4]"] = "fragment_mass_tolerance_unit:" + FragmentMassToleranceUnit
-    out_mztab_MTD.loc[1, "software[1]-setting[5]"] = "precursor_mass_tolerance:" + PrecursorMassTolerance
-    out_mztab_MTD.loc[1, "software[1]-setting[6]"] = "precursor_mass_tolerance_unit:" + PrecursorMassToleranceUnit
+    out_mztab_MTD.loc[1, "software[1]-setting[3]"] = (
+        "fragment_mass_tolerance:" + FragmentMassTolerance
+    )
+    out_mztab_MTD.loc[1, "software[1]-setting[4]"] = (
+        "fragment_mass_tolerance_unit:" + FragmentMassToleranceUnit
+    )
+    out_mztab_MTD.loc[1, "software[1]-setting[5]"] = (
+        "precursor_mass_tolerance:" + PrecursorMassTolerance
+    )
+    out_mztab_MTD.loc[1, "software[1]-setting[6]"] = (
+        "precursor_mass_tolerance_unit:" + PrecursorMassToleranceUnit
+    )
     out_mztab_MTD.loc[1, "software[1]-setting[7]"] = "enzyme:" + Enzyme
     out_mztab_MTD.loc[1, "software[1]-setting[8]"] = "enzyme_term_specificity:full"
     out_mztab_MTD.loc[1, "software[1]-setting[9]"] = "charges:" + str(charge)
-    out_mztab_MTD.loc[1, "software[1]-setting[10]"] = "missed_cleavages:" + str(missed_cleavages)
-    out_mztab_MTD.loc[1, "software[1]-setting[11]"] = "fixed_modifications:" + FixedModifications
-    out_mztab_MTD.loc[1, "software[1]-setting[12]"] = "variable_modifications:" + VariableModifications
+    out_mztab_MTD.loc[1, "software[1]-setting[10]"] = "missed_cleavages:" + str(
+        missed_cleavages
+    )
+    out_mztab_MTD.loc[1, "software[1]-setting[11]"] = (
+        "fixed_modifications:" + FixedModifications
+    )
+    out_mztab_MTD.loc[1, "software[1]-setting[12]"] = (
+        "variable_modifications:" + VariableModifications
+    )
 
-    (fixed_mods, variable_mods, fix_flag, var_flag) = MTD_mod_info(FixedModifications, VariableModifications)
+    (fixed_mods, variable_mods, fix_flag, var_flag) = MTD_mod_info(
+        FixedModifications, VariableModifications
+    )
     if fix_flag == 1:
         for i in range(1, len(fixed_mods) + 1):
             out_mztab_MTD.loc[1, "fixed_mod[" + str(i) + "]"] = fixed_mods[i - 1][0]
-            out_mztab_MTD.loc[1, "fixed_mod[" + str(i) + "]-site"] = fixed_mods[i - 1][1]
+            out_mztab_MTD.loc[1, "fixed_mod[" + str(i) + "]-site"] = fixed_mods[i - 1][
+                1
+            ]
             out_mztab_MTD.loc[1, "fixed_mod[" + str(i) + "]-position"] = "Anywhere"
     else:
         out_mztab_MTD.loc[1, "fixed_mod[1]"] = fixed_mods[0]
 
     if var_flag == 1:
         for i in range(1, len(variable_mods) + 1):
-            out_mztab_MTD.loc[1, "variable_mod[" + str(i) + "]"] = variable_mods[i - 1][0]
-            out_mztab_MTD.loc[1, "variable_mod[" + str(i) + "]-site"] = variable_mods[i - 1][1]
+            out_mztab_MTD.loc[1, "variable_mod[" + str(i) + "]"] = variable_mods[i - 1][
+                0
+            ]
+            out_mztab_MTD.loc[1, "variable_mod[" + str(i) + "]-site"] = variable_mods[
+                i - 1
+            ][1]
             out_mztab_MTD.loc[1, "variable_mod[" + str(i) + "]-position"] = "Anywhere"
     else:
         out_mztab_MTD.loc[1, "variable_mod[1]"] = variable_mods[0]
 
-    out_mztab_MTD.loc[1, "quantification_method"] = "[MS, MS:1001834, LC-MS label-free quantitation analysis, ]"
+    out_mztab_MTD.loc[1, "quantification_method"] = (
+        "[MS, MS:1001834, LC-MS label-free quantitation analysis, ]"
+    )
     out_mztab_MTD.loc[1, "protein-quantification_unit"] = "[, , Abundance, ]"
     out_mztab_MTD.loc[1, "peptide-quantification_unit"] = "[, , Abundance, ]"
 
     for i in range(1, max(index_ref["ms_run"]) + 1):
-        out_mztab_MTD.loc[1, "ms_run[" + str(i) + "]-format"] = "[MS, MS:1000584, mzML file, ]"
+        out_mztab_MTD.loc[1, "ms_run[" + str(i) + "]-format"] = (
+            "[MS, MS:1000584, mzML file, ]"
+        )
         out_mztab_MTD.loc[1, "ms_run[" + str(i) + "]-location"] = (
-            "file://" + index_ref[index_ref["ms_run"] == i]["Spectra_Filepath"].values[0]
+            "file://"
+            + index_ref[index_ref["ms_run"] == i]["Spectra_Filepath"].values[0]
         )
         out_mztab_MTD.loc[1, "ms_run[" + str(i) + "]-id_format"] = (
             "[MS, MS:1000777, spectrum identifier nativeID format, ]"
         )
-        out_mztab_MTD.loc[1, "assay[" + str(i) + "]-quantification_reagent"] = "[MS, MS:1002038, unlabeled sample, ]"
-        out_mztab_MTD.loc[1, "assay[" + str(i) + "]-ms_run_ref"] = "ms_run[" + str(i) + "]"
+        out_mztab_MTD.loc[1, "assay[" + str(i) + "]-quantification_reagent"] = (
+            "[MS, MS:1002038, unlabeled sample, ]"
+        )
+        out_mztab_MTD.loc[1, "assay[" + str(i) + "]-ms_run_ref"] = (
+            "ms_run[" + str(i) + "]"
+        )
 
     with warnings.catch_warnings():
         warnings.simplefilter("ignore")
@@ -534,8 +671,12 @@ def mztab_MTD(index_ref, dia_params, fasta, charge, missed_cleavages):
             study_variable = []
             for j in list(index_ref[index_ref["study_variable"] == i]["ms_run"].values):
                 study_variable.append("assay[" + str(j) + "]")
-            out_mztab_MTD.loc[1, "study_variable[" + str(i) + "]-assay_refs"] = ",".join(study_variable)
-            out_mztab_MTD.loc[1, "study_variable[" + str(i) + "]-description"] = "no description given"
+            out_mztab_MTD.loc[1, "study_variable[" + str(i) + "]-assay_refs"] = (
+                ",".join(study_variable)
+            )
+            out_mztab_MTD.loc[1, "study_variable[" + str(i) + "]-description"] = (
+                "no description given"
+            )
 
     # The former loop makes a very sharded frame, this
     # makes the frame more compact in memory.
@@ -584,14 +725,18 @@ def mztab_PRH(report, pg, index_ref, database, fasta_df):
     col = {}
     for i in file:
         col[i] = (
-            "protein_abundance_assay[" + str(index_ref[index_ref["Run"] == _true_stem(i)]["ms_run"].values[0]) + "]"
+            "protein_abundance_assay["
+            + str(index_ref[index_ref["Run"] == _true_stem(i)]["ms_run"].values[0])
+            + "]"
         )
 
     pg.rename(columns=col, inplace=True)
 
     logger.debug("Classifying results type ...")
     pg["opt_global_result_type"] = "single_protein"
-    pg.loc[pg["Protein.Group"].str.contains(";"), "opt_global_result_type"] = "indistinguishable_protein_group"
+    pg.loc[pg["Protein.Group"].str.contains(";"), "opt_global_result_type"] = (
+        "indistinguishable_protein_group"
+    )
 
     out_mztab_PRH = pg
     del pg
@@ -614,20 +759,34 @@ def mztab_PRH(report, pg, index_ref, database, fasta_df):
         out_mztab_PRH.loc[:, i] = "null"
 
     logger.debug("Extracting accession values (keeping first)...")
-    out_mztab_PRH.loc[:, "accession"] = out_mztab_PRH.apply(lambda x: x["Protein.Group"].split(";")[0], axis=1)
+    out_mztab_PRH.loc[:, "accession"] = out_mztab_PRH.apply(
+        lambda x: x["Protein.Group"].split(";")[0], axis=1
+    )
 
-    protein_details_df = out_mztab_PRH[out_mztab_PRH["opt_global_result_type"] == "indistinguishable_protein_group"]
-    prh_series = protein_details_df["Protein.Group"].str.split(";", expand=True).stack().reset_index(level=1, drop=True)
+    protein_details_df = out_mztab_PRH[
+        out_mztab_PRH["opt_global_result_type"] == "indistinguishable_protein_group"
+    ]
+    prh_series = (
+        protein_details_df["Protein.Group"]
+        .str.split(";", expand=True)
+        .stack()
+        .reset_index(level=1, drop=True)
+    )
     prh_series.name = "accession"
     protein_details_df = (
-        protein_details_df.drop("accession", axis=1).join(prh_series).reset_index().drop(columns="index")
+        protein_details_df.drop("accession", axis=1)
+        .join(prh_series)
+        .reset_index()
+        .drop(columns="index")
     )
     if len(protein_details_df) > 0:
         logger.info(f"Found {len(protein_details_df)} indistinguishable protein groups")
         # The Following line fails if there are no indistinguishable protein groups
         protein_details_df.loc[:, "col"] = "protein_details"
         # protein_details_df = protein_details_df[-protein_details_df["accession"].str.contains("-")]
-        out_mztab_PRH = pd.concat([out_mztab_PRH, protein_details_df]).reset_index(drop=True)
+        out_mztab_PRH = pd.concat([out_mztab_PRH, protein_details_df]).reset_index(
+            drop=True
+        )
     else:
         logger.info("No indistinguishable protein groups found")
 
@@ -644,14 +803,22 @@ def mztab_PRH(report, pg, index_ref, database, fasta_df):
     # out_mztab_PRH.loc[out_mztab_PRH["opt_global_result_type"] == "single_protein", "ambiguity_members"] = "null"
     # or out_mztab_PRH.loc[out_mztab_PRH["Protein.Ids"] == out_mztab_PRH["accession"], "ambiguity_members"] = "null"
     out_mztab_PRH.loc[:, "ambiguity_members"] = out_mztab_PRH.apply(
-        lambda x: x["Protein.Group"] if x["opt_global_result_type"] == "indistinguishable_protein_group" else "null",
+        lambda x: (
+            x["Protein.Group"]
+            if x["opt_global_result_type"] == "indistinguishable_protein_group"
+            else "null"
+        ),
         axis=1,
     )
 
     logger.debug("Matching PRH to best search engine score...")
     score_looker = ModScoreLooker(report)
-    out_mztab_PRH[["modifiedSequence", "best_search_engine_score[1]"]] = out_mztab_PRH.apply(
-        lambda x: score_looker.get_score(x["Protein.Group"]), axis=1, result_type="expand"
+    out_mztab_PRH[["modifiedSequence", "best_search_engine_score[1]"]] = (
+        out_mztab_PRH.apply(
+            lambda x: score_looker.get_score(x["Protein.Group"]),
+            axis=1,
+            result_type="expand",
+        )
     )
 
     logger.debug("Matching PRH to modifications...")
@@ -671,7 +838,10 @@ def mztab_PRH(report, pg, index_ref, database, fasta_df):
         .pivot(columns=["study_variable"], index="Protein.Group")
         .reset_index()
     )
-    protein_agg_report.columns = ["::".join([str(s) for s in col]).strip() for col in protein_agg_report.columns.values]
+    protein_agg_report.columns = [
+        "::".join([str(s) for s in col]).strip()
+        for col in protein_agg_report.columns.values
+    ]
     subname_mapper = {
         "Protein.Group::::": "Protein.Group",
         "PG.MaxLFQ::mean": "protein_abundance_study_variable",
@@ -685,7 +855,11 @@ def mztab_PRH(report, pg, index_ref, database, fasta_df):
     # Oddly enough the last implementation mapped the the accession (Q9NZJ9) in the mztab
     # to the Protein.Ids (A0A024RBG1;Q9NZJ9;Q9NZJ9-2), leading to A LOT of missing values.
     out_mztab_PRH = out_mztab_PRH.merge(
-        protein_agg_report, on="Protein.Group", how="left", validate="many_to_one", copy=True
+        protein_agg_report,
+        on="Protein.Group",
+        how="left",
+        validate="many_to_one",
+        copy=True,
     )
     del name_mapper
     del subname_mapper
@@ -694,7 +868,9 @@ def mztab_PRH(report, pg, index_ref, database, fasta_df):
 
     out_mztab_PRH.loc[:, "PRH"] = "PRT"
     index = out_mztab_PRH.loc[:, "PRH"]
-    out_mztab_PRH.drop(["PRH", "Genes", "modifiedSequence", "Protein.Group"], axis=1, inplace=True)
+    out_mztab_PRH.drop(
+        ["PRH", "Genes", "modifiedSequence", "Protein.Group"], axis=1, inplace=True
+    )
     out_mztab_PRH.insert(0, "PRH", index)
     out_mztab_PRH.fillna("null", inplace=True)
     out_mztab_PRH.loc[:, "database"] = database
@@ -706,7 +882,11 @@ def mztab_PRH(report, pg, index_ref, database, fasta_df):
 
 
 def mztab_PEH(
-    report: pd.DataFrame, pr: pd.DataFrame, precursor_list: List[str], index_ref: pd.DataFrame, database: os.PathLike
+    report: pd.DataFrame,
+    pr: pd.DataFrame,
+    precursor_list: List[str],
+    index_ref: pd.DataFrame,
+    database: os.PathLike,
 ) -> pd.DataFrame:
     """
     Construct PEH sub-table.
@@ -734,7 +914,9 @@ def mztab_PEH(
     out_mztab_PEH = pd.DataFrame()
     out_mztab_PEH = pr.iloc[:, 0:10]
     out_mztab_PEH.drop(
-        ["Protein.Ids", "Protein.Names", "First.Protein.Description", "Proteotypic"], axis=1, inplace=True
+        ["Protein.Ids", "Protein.Names", "First.Protein.Description", "Proteotypic"],
+        axis=1,
+        inplace=True,
     )
     out_mztab_PEH.rename(
         columns={
@@ -748,20 +930,35 @@ def mztab_PEH(
 
     logger.debug("Finding modifications...")
     out_mztab_PEH.loc[:, "modifications"] = out_mztab_PEH.apply(
-        lambda x: find_modification(x["opt_global_cv_MS:1000889_peptidoform_sequence"]), axis=1, result_type="expand"
+        lambda x: find_modification(x["opt_global_cv_MS:1000889_peptidoform_sequence"]),
+        axis=1,
+        result_type="expand",
     )
 
     logger.debug("Extracting sequence...")
-    out_mztab_PEH.loc[:, "opt_global_cv_MS:1000889_peptidoform_sequence"] = out_mztab_PEH.apply(
-        lambda x: AASequence.fromString(x["opt_global_cv_MS:1000889_peptidoform_sequence"]).toString(), axis=1
+    out_mztab_PEH.loc[:, "opt_global_cv_MS:1000889_peptidoform_sequence"] = (
+        out_mztab_PEH.apply(
+            lambda x: AASequence.fromString(
+                x["opt_global_cv_MS:1000889_peptidoform_sequence"]
+            ).toString(),
+            axis=1,
+        )
     )
 
     logger.debug("Checking accession uniqueness...")
     out_mztab_PEH.loc[:, "unique"] = out_mztab_PEH.apply(
-        lambda x: "0" if ";" in str(x["accession"]) else "1", axis=1, result_type="expand"
+        lambda x: "0" if ";" in str(x["accession"]) else "1",
+        axis=1,
+        result_type="expand",
     )
 
-    null_col = ["database_version", "search_engine", "retention_time_window", "mass_to_charge", "opt_global_feature_id"]
+    null_col = [
+        "database_version",
+        "search_engine",
+        "retention_time_window",
+        "mass_to_charge",
+        "opt_global_feature_id",
+    ]
     for i in null_col:
         out_mztab_PEH.loc[:, i] = "null"
     out_mztab_PEH.loc[:, "opt_global_cv_MS:1002217_decoy_peptide"] = "0"
@@ -783,7 +980,9 @@ def mztab_PEH(
         .pivot(columns=["ms_run"], index="precursor.Index")
         .reset_index()
     )
-    tmp.columns = pd.Index(["::".join([str(s) for s in col]).strip() for col in tmp.columns.values])
+    tmp.columns = pd.Index(
+        ["::".join([str(s) for s in col]).strip() for col in tmp.columns.values]
+    )
     subname_mapper = {
         "precursor.Index::::": "precursor.Index",
         "Q.Value::min": "search_engine_score[1]_ms_run",
@@ -791,7 +990,9 @@ def mztab_PEH(
     name_mapper = name_mapper_builder(subname_mapper)
     tmp.rename(columns=name_mapper, inplace=True)
     out_mztab_PEH = out_mztab_PEH.merge(
-        tmp.rename(columns={"precursor.Index": "pr_id"}), on="pr_id", validate="one_to_one"
+        tmp.rename(columns={"precursor.Index": "pr_id"}),
+        on="pr_id",
+        validate="one_to_one",
     )
     del tmp
     del subname_mapper
@@ -799,7 +1000,9 @@ def mztab_PEH(
 
     logger.debug("Getting peptide abundances per study variable")
     pep_study_report = per_peptide_study_report(report)
-    out_mztab_PEH = out_mztab_PEH.merge(pep_study_report, on="pr_id", how="left", validate="one_to_one", copy=True)
+    out_mztab_PEH = out_mztab_PEH.merge(
+        pep_study_report, on="pr_id", how="left", validate="one_to_one", copy=True
+    )
     del pep_study_report
 
     logger.debug("Getting peptide properties...")
@@ -872,7 +1075,7 @@ def mztab_PSH(report, folder, database):
     def __find_info(directory, n):
         # This line matches n="220101_myfile", folder="." to
         # "myfolder/220101_myfile_ms_info.tsv"
-        files = list(Path(directory).rglob(f"{n}_ms_info.tsv"))
+        files = list(Path(directory).rglob(f"{n}_ms_info.parquet"))
         # Check that it matches one and only one file
         if not files:
             raise ValueError(f"Could not find {n} info file in {directory}")
@@ -890,10 +1093,14 @@ def __find_info(directory, n):
             n = n[0]
 
         file = __find_info(folder, n)
-        target = pd.read_csv(file, sep="\t")
+        target = pd.read_parquet(file)
         group.sort_values(by="RT.Start", inplace=True)
         target = target[["Retention_Time", "SpectrumID", "Exp_Mass_To_Charge"]]
-        target.columns = ["RT.Start", "opt_global_spectrum_reference", "exp_mass_to_charge"]
+        target.columns = [
+            "RT.Start",
+            "opt_global_spectrum_reference",
+            "exp_mass_to_charge",
+        ]
         # Standardize spectrum identifier format for bruker data
         if type(target.loc[0, "opt_global_spectrum_reference"]) != str:
             target.loc[:, "opt_global_spectrum_reference"] = "scan=" + target.loc[
@@ -902,7 +1109,12 @@ def __find_info(directory, n):
 
         # TODO seconds returned from precursor.getRT()
         target.loc[:, "RT.Start"] = target.apply(lambda x: x["RT.Start"] / 60, axis=1)
-        out_mztab_PSH = pd.concat([out_mztab_PSH, pd.merge_asof(group, target, on="RT.Start", direction="nearest")])
+        out_mztab_PSH = pd.concat(
+            [
+                out_mztab_PSH,
+                pd.merge_asof(group, target, on="RT.Start", direction="nearest"),
+            ]
+        )
     del report
 
     ## Score at PSM level: Q.Value
@@ -942,7 +1154,9 @@ def __find_info(directory, n):
     out_mztab_PSH.loc[:, "opt_global_cv_MS:1002217_decoy_peptide"] = "0"
     out_mztab_PSH.loc[:, "PSM_ID"] = out_mztab_PSH.index
     out_mztab_PSH.loc[:, "unique"] = out_mztab_PSH.apply(
-        lambda x: "0" if ";" in str(x["accession"]) else "1", axis=1, result_type="expand"
+        lambda x: "0" if ";" in str(x["accession"]) else "1",
+        axis=1,
+        result_type="expand",
     )
     out_mztab_PSH.loc[:, "database"] = database
 
@@ -961,19 +1175,28 @@ def __find_info(directory, n):
 
     logger.info("Finding Modifications ...")
     out_mztab_PSH.loc[:, "modifications"] = out_mztab_PSH.apply(
-        lambda x: find_modification(x["opt_global_cv_MS:1000889_peptidoform_sequence"]), axis=1, result_type="expand"
+        lambda x: find_modification(x["opt_global_cv_MS:1000889_peptidoform_sequence"]),
+        axis=1,
+        result_type="expand",
     )
 
     out_mztab_PSH.loc[:, "spectra_ref"] = out_mztab_PSH.apply(
-        lambda x: "ms_run[{}]:".format(x["ms_run"]) + x["opt_global_spectrum_reference"], axis=1, result_type="expand"
-    )
-
-    out_mztab_PSH.loc[:, "opt_global_cv_MS:1000889_peptidoform_sequence"] = out_mztab_PSH.apply(
-        lambda x: AASequence.fromString(x["opt_global_cv_MS:1000889_peptidoform_sequence"]).toString(),
+        lambda x: "ms_run[{}]:".format(x["ms_run"])
+        + x["opt_global_spectrum_reference"],
         axis=1,
         result_type="expand",
     )
 
+    out_mztab_PSH.loc[:, "opt_global_cv_MS:1000889_peptidoform_sequence"] = (
+        out_mztab_PSH.apply(
+            lambda x: AASequence.fromString(
+                x["opt_global_cv_MS:1000889_peptidoform_sequence"]
+            ).toString(),
+            axis=1,
+            result_type="expand",
+        )
+    )
+
     out_mztab_PSH.loc[:, "PSH"] = "PSM"
     index = out_mztab_PSH.loc[:, "PSH"]
     out_mztab_PSH.drop(["PSH", "ms_run"], axis=1, inplace=True)
@@ -1042,7 +1265,15 @@ def match_in_report(report, target, max_, flag, level):
         PEH_params = []
         for i in range(1, max_ + 1):
             match = result[result["study_variable"] == i]
-            PEH_params.extend([match["Precursor.Normalised"].mean(), "null", "null", "null", match["RT.Start"].mean()])
+            PEH_params.extend(
+                [
+                    match["Precursor.Normalised"].mean(),
+                    "null",
+                    "null",
+                    "null",
+                    match["RT.Start"].mean(),
+                ]
+            )
 
         return tuple(PEH_params)
 
@@ -1051,7 +1282,11 @@ def match_in_report(report, target, max_, flag, level):
         q_value = []
         for i in range(1, max_ + 1):
             match = result[result["ms_run"] == i]
-            q_value.append(match["Q.Value"].values[0] if match["Q.Value"].values.size > 0 else np.nan)
+            q_value.append(
+                match["Q.Value"].values[0]
+                if match["Q.Value"].values.size > 0
+                else np.nan
+            )
 
         return tuple(q_value)
 
@@ -1095,7 +1330,8 @@ def make_lookup_dict(self, report) -> Dict[str, Tuple[str, float]]:
         # 103588      NPVGYPLAWQFLR           Q9NZ08;Q9NZ08-2           0.000252
 
         out = {
-            row["Protein.Group"]: (row["Modified.Sequence"], row["Global.PG.Q.Value"]) for _, row in grouped_df.iterrows()
+            row["Protein.Group"]: (row["Modified.Sequence"], row["Global.PG.Q.Value"])
+            for _, row in grouped_df.iterrows()
         }
         return out
 
@@ -1152,7 +1388,9 @@ def find_modification(peptide):
     for k in range(0, len(original_mods)):
         original_mods[k] = str(position[k]) + "-" + original_mods[k].upper()
 
-    original_mods = ",".join(str(i) for i in original_mods) if len(original_mods) > 0 else "null"
+    original_mods = (
+        ",".join(str(i) for i in original_mods) if len(original_mods) > 0 else "null"
+    )
 
     return original_mods
 
@@ -1235,13 +1473,22 @@ def per_peptide_study_report(report: pd.DataFrame) -> pd.DataFrame:
     """
     pep_study_grouped = (
         report.groupby(["study_variable", "precursor.Index"])
-        .agg({"Precursor.Normalised": ["mean", "std", "sem"], "RT.Start": ["mean"], "Calculate.Precursor.Mz": ["mean"]})
+        .agg(
+            {
+                "Precursor.Normalised": ["mean", "std", "sem"],
+                "RT.Start": ["mean"],
+                "Calculate.Precursor.Mz": ["mean"],
+            }
+        )
         .reset_index()
         .pivot(columns=["study_variable"], index="precursor.Index")
         .reset_index()
     )
     pep_study_grouped.columns = pd.Index(
-        ["::".join([str(s) for s in col]).strip() for col in pep_study_grouped.columns.values]
+        [
+            "::".join([str(s) for s in col]).strip()
+            for col in pep_study_grouped.columns.values
+        ]
     )
     # Columns here would be like:
     # [
@@ -1307,7 +1554,10 @@ def calculate_coverage(ref_sequence: str, sequences: Set[str]):
     merged_lengths: list = []
     for start, length in sorted(zip(starts, lengths)):
         if merged_starts and merged_starts[-1] + merged_lengths[-1] >= start:
-            merged_lengths[-1] = max(merged_starts[-1] + merged_lengths[-1], start + length) - merged_starts[-1]
+            merged_lengths[-1] = (
+                max(merged_starts[-1] + merged_lengths[-1], start + length)
+                - merged_starts[-1]
+            )
         else:
             merged_starts.append(start)
             merged_lengths.append(length)
@@ -1317,7 +1567,9 @@ def calculate_coverage(ref_sequence: str, sequences: Set[str]):
     return coverage
 
 
-def calculate_protein_coverages(report: pd.DataFrame, out_mztab_PRH: pd.DataFrame, fasta_df: pd.DataFrame) -> List[str]:
+def calculate_protein_coverages(
+    report: pd.DataFrame, out_mztab_PRH: pd.DataFrame, fasta_df: pd.DataFrame
+) -> List[str]:
     """Calculates protein coverages for the PRH table.
 
     The protein coverage is calculated as the fraction of the protein sequence
@@ -1346,7 +1598,9 @@ def calculate_protein_coverages(report: pd.DataFrame, out_mztab_PRH: pd.DataFram
         # I am pretty sure this is the slowest part of the code
         matches = fasta_df[fasta_df["id"].str.contains(acc)]["id"]
         if len(matches) == 0:
-            logger.warning(f"Could not find fasta id for accession {acc} in the fasta file.")
+            logger.warning(
+                f"Could not find fasta id for accession {acc} in the fasta file."
+            )
             acc_to_fasta_ids[acc] = None
         elif len(matches) == 1:
             acc_to_fasta_ids[acc] = matches.iloc[0]
@@ -1363,7 +1617,9 @@ def calculate_protein_coverages(report: pd.DataFrame, out_mztab_PRH: pd.DataFram
         if f_id is None:
             out_cov = "null"
         else:
-            cov = calculate_coverage(fasta_id_to_seqs[f_id], ids_to_seqs[acc_to_ids[acc]])
+            cov = calculate_coverage(
+                fasta_id_to_seqs[f_id], ids_to_seqs[acc_to_ids[acc]]
+            )
             out_cov = format(cov, ".03f")
 
         out[i] = out_cov
diff --git a/bin/extract_sample.py b/bin/extract_sample.py
index 0fb2c2bd..84270d5c 100755
--- a/bin/extract_sample.py
+++ b/bin/extract_sample.py
@@ -5,6 +5,7 @@
 import os
 import sys
 from pathlib import Path
+
 import pandas as pd
 
 
@@ -25,7 +26,7 @@ def extract_sample(expdesign):
     with open(expdesign, "r") as f:
         lines = f.readlines()
         empty_row = lines.index("\n")
-        s_table = [i.replace("\n", "").split("\t") for i in lines[empty_row + 1:]][1:]
+        s_table = [i.replace("\n", "").split("\t") for i in lines[empty_row + 1 :]][1:]
         s_header = lines[empty_row + 1].replace("\n", "").split("\t")
         s_DataFrame = pd.DataFrame(s_table, columns=s_header)
 
@@ -36,9 +37,13 @@ def extract_sample(expdesign):
     else:
         fTable.drop_duplicates(subset=["Spectra_Filepath"], inplace=True)
         for _, row in fTable.iterrows():
-            mixture_id = s_DataFrame[s_DataFrame["Sample"] == row["Sample"]]["MSstats_Mixture"]
-            sample_dt = sample_dt.append({"Spectra_Filepath": row["Spectra_Filepath"], "Sample": mixture_id},
-                                         ignore_index=True)
+            mixture_id = s_DataFrame[s_DataFrame["Sample"] == row["Sample"]][
+                "MSstats_Mixture"
+            ]
+            sample_dt = sample_dt.append(
+                {"Spectra_Filepath": row["Spectra_Filepath"], "Sample": mixture_id},
+                ignore_index=True,
+            )
         sample_dt.to_csv(f"{Path(expdesign).stem}_sample.csv", sep="\t", index=False)
 
 
diff --git a/bin/ms2rescore_cli.py b/bin/ms2rescore_cli.py
index e8f67090..aa9196c0 100755
--- a/bin/ms2rescore_cli.py
+++ b/bin/ms2rescore_cli.py
@@ -2,26 +2,27 @@
 # Written by Jonas Scheid under the MIT license
 
 
-import sys
-import click
 import importlib.resources
 import json
 import logging
+import sys
 from typing import List
 
+import click
 import pandas as pd
-
-from ms2rescore import rescore, package_data
-from psm_utils.io.idxml import IdXMLReader, IdXMLWriter
-from psm_utils import PSMList
 import pyopenms as oms
+from ms2rescore import package_data, rescore
+from psm_utils import PSMList
+from psm_utils.io.idxml import IdXMLReader, IdXMLWriter
 
 logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s")
 
 
 def parse_cli_arguments_to_config(**kwargs):
     """Update default MS²Rescore config with CLI arguments"""
-    config = json.load(importlib.resources.open_text(package_data, "config_default.json"))
+    config = json.load(
+        importlib.resources.open_text(package_data, "config_default.json")
+    )
 
     for key, value in kwargs.items():
         # Skip these arguments since they need to set in a nested dict of feature_generators
@@ -96,11 +97,21 @@ def filter_out_artifact_psms(
 ) -> List[oms.PeptideIdentification]:
     """Filter out PeptideHits that could not be processed by all feature generators"""
     num_mandatory_features = max([len(psm.rescoring_features) for psm in psm_list])
-    new_psm_list = PSMList(psm_list=[psm for psm in psm_list if len(psm.rescoring_features) == num_mandatory_features])
+    new_psm_list = PSMList(
+        psm_list=[
+            psm
+            for psm in psm_list
+            if len(psm.rescoring_features) == num_mandatory_features
+        ]
+    )
 
     # get differing peptidoforms of both psm lists
-    psm_list_peptides = set([next(iter(psm.provenance_data.items()))[1] for psm in psm_list])
-    new_psm_list_peptides = set([next(iter(psm.provenance_data.items()))[1] for psm in new_psm_list])
+    psm_list_peptides = set(
+        [next(iter(psm.provenance_data.items()))[1] for psm in psm_list]
+    )
+    new_psm_list_peptides = set(
+        [next(iter(psm.provenance_data.items()))[1] for psm in new_psm_list]
+    )
     not_supported_peptides = psm_list_peptides - new_psm_list_peptides
 
     # no need to filter if all peptides are supported
@@ -126,7 +137,10 @@ def filter_out_artifact_psms(
 
 @click.command()
 @click.option(
-    "-p", "--psm_file", help="Path to PSM file (PIN, mzIdentML, MaxQuant msms, X!Tandem XML, idXML)", required=True
+    "-p",
+    "--psm_file",
+    help="Path to PSM file (PIN, mzIdentML, MaxQuant msms, X!Tandem XML, idXML)",
+    required=True,
 )
 @click.option(
     "-s",
@@ -135,22 +149,53 @@ def filter_out_artifact_psms(
     required=True,
 )
 @click.option(
-    "-o", "--output_path", help="Path and stem for output file names (default: derive from identification file)"
+    "-o",
+    "--output_path",
+    help="Path and stem for output file names (default: derive from identification file)",
+)
+@click.option(
+    "-l", "--log_level", help="Logging level (default: `info`)", default="info"
+)
+@click.option(
+    "-n",
+    "--processes",
+    help="Number of parallel processes available to MS²Rescore",
+    type=int,
+    default=16,
 )
-@click.option("-l", "--log_level", help="Logging level (default: `info`)", default="info")
-@click.option("-n", "--processes", help="Number of parallel processes available to MS²Rescore", type=int, default=16)
 @click.option("-f", "--fasta_file", help="Path to FASTA file")
-@click.option("-t", "--test_fdr", help="The false-discovery rate threshold at which to evaluate the learned models. (default: 0.05)", default=0.05)
+@click.option(
+    "-t",
+    "--test_fdr",
+    help="The false-discovery rate threshold at which to evaluate the learned models. (default: 0.05)",
+    default=0.05,
+)
 @click.option(
     "-fg",
     "--feature_generators",
     help="Comma-separated list of feature generators to use (default: `ms2pip,deeplc`). See ms2rescore doc for further information",
     default="",
 )
-@click.option("-pipm", "--ms2pip_model", help="MS²PIP model (default: `Immuno-HCD`)", type=str, default="Immuno-HCD")
-@click.option("-md", "--ms2pip_model_dir", help="The path of MS²PIP model (default: `./`)", type=str, default="./")
 @click.option(
-    "-ms2tol", "--ms2_tolerance", help="Fragment mass tolerance [Da](default: `0.02`)", type=float, default=0.02
+    "-pipm",
+    "--ms2pip_model",
+    help="MS²PIP model (default: `Immuno-HCD`)",
+    type=str,
+    default="Immuno-HCD",
+)
+@click.option(
+    "-md",
+    "--ms2pip_model_dir",
+    help="The path of MS²PIP model (default: `./`)",
+    type=str,
+    default="./",
+)
+@click.option(
+    "-ms2tol",
+    "--ms2_tolerance",
+    help="Fragment mass tolerance [Da](default: `0.02`)",
+    type=float,
+    default=0.02,
 )
 @click.option(
     "-cs",
@@ -158,11 +203,25 @@ def filter_out_artifact_psms(
     help="Percentage of number of calibration set for DeepLC (default: `0.15`)",
     default=0.15,
 )
-@click.option("-re", "--rescoring_engine", help="Either mokapot or percolator (default: `mokapot`)", default="mokapot")
 @click.option(
-    "-rng", "--rng", help="Seed for mokapot's random number generator (default: `4711`)", type=int, default=4711
+    "-re",
+    "--rescoring_engine",
+    help="Either mokapot or percolator (default: `mokapot`)",
+    default="mokapot",
+)
+@click.option(
+    "-rng",
+    "--rng",
+    help="Seed for mokapot's random number generator (default: `4711`)",
+    type=int,
+    default=4711,
+)
+@click.option(
+    "-d",
+    "--id_decoy_pattern",
+    help="Regex decoy pattern (default: `DECOY_`)",
+    default="^DECOY_",
 )
-@click.option("-d", "--id_decoy_pattern", help="Regex decoy pattern (default: `DECOY_`)", default="^DECOY_")
 @click.option(
     "-lsb",
     "--lower_score_is_better",
diff --git a/bin/mzml_statistics.py b/bin/mzml_statistics.py
index 208ad3ab..f738fb98 100755
--- a/bin/mzml_statistics.py
+++ b/bin/mzml_statistics.py
@@ -1,18 +1,26 @@
 #!/usr/bin/env python
 """
-This script parse the mass spectrum file and generates a set of statistics about the file.
+This script parses the mass spectrum file and generates a set of statistics about the file.
 License: Apache 2.0
 Authors: Hong Wong, Yasset Perez-Riverol
 """
+import re
+import sqlite3
 import sys
 from pathlib import Path
-import sqlite3
-import re
+
 import pandas as pd
+import pyarrow
 from pyopenms import MSExperiment, MzMLFile
 
 
 def ms_dataframe(ms_path: str, id_only: bool = False) -> None:
+    """
+    Parse the mass spectrum file and generate a set of statistics about the file.
+    @param ms_path: The file name of the mass spectrum file
+    @param id_only: If True, it will save a csv with the spectrum id, mz and intensity
+
+    """
     file_columns = [
         "SpectrumID",
         "MSLevel",
@@ -26,6 +34,14 @@ def ms_dataframe(ms_path: str, id_only: bool = False) -> None:
     ]
 
     def parse_mzml(file_name: str, file_columns: list, id_only: bool = False):
+        """
+        Parse mzML file and return a pandas DataFrame with the information. If id_only is True, it will also save a csv.
+        @param file_name: The file name of the mzML file
+        @param file_columns: The columns of the DataFrame
+        @param id_only: If True, it will save a csv with the spectrum id, mz and intensity
+        @return: A pandas DataFrame with the information of the mzML file
+        """
+
         info = []
         psm_part_info = []
         exp = MSExperiment()
@@ -50,27 +66,65 @@ def parse_mzml(file_name: str, file_columns: list, id_only: bool = False):
                 tic = spectrum.getMetaValue("total ion current")
 
             if MSLevel == 1:
-                info_list = [id_, MSLevel, None, peak_per_ms, bpc, tic, rt, None, acquisition_datetime]
+                info_list = [
+                    id_,
+                    MSLevel,
+                    None,
+                    peak_per_ms,
+                    bpc,
+                    tic,
+                    rt,
+                    None,
+                    acquisition_datetime,
+                ]
             elif MSLevel == 2:
                 charge_state = spectrum.getPrecursors()[0].getCharge()
-                emz = spectrum.getPrecursors()[0].getMZ() if spectrum.getPrecursors()[0].getMZ() else None
-                info_list = [id_, MSLevel, charge_state, peak_per_ms, bpc, tic, rt, emz, acquisition_datetime]
+                emz = (
+                    spectrum.getPrecursors()[0].getMZ()
+                    if spectrum.getPrecursors()[0].getMZ()
+                    else None
+                )
+                info_list = [
+                    id_,
+                    MSLevel,
+                    charge_state,
+                    peak_per_ms,
+                    bpc,
+                    tic,
+                    rt,
+                    emz,
+                    acquisition_datetime,
+                ]
                 mz_array = peaks_tuple[0]
                 intensity_array = peaks_tuple[1]
             else:
-                info_list = [id_, MSLevel, None, None, None, None, rt, None, acquisition_datetime]
+                info_list = [
+                    id_,
+                    MSLevel,
+                    None,
+                    None,
+                    None,
+                    None,
+                    rt,
+                    None,
+                    acquisition_datetime,
+                ]
 
             if id_only and MSLevel == 2:
-                psm_part_info.append([re.findall(r"[scan|spectrum]=(\d+)", id_)[0], MSLevel, mz_array, intensity_array])
+                psm_part_info.append(
+                    [
+                        re.findall(r"[scan|spectrum]=(\d+)", id_)[0],
+                        MSLevel,
+                        mz_array,
+                        intensity_array,
+                    ]
+                )
             info.append(info_list)
 
         if id_only and len(psm_part_info) > 0:
-            pd.DataFrame(psm_part_info, columns=["scan", "ms_level", "mz", "intensity"]).to_csv(
-                f"{Path(ms_path).stem}_spectrum_df.csv",
-                mode="w",
-                index=False,
-                header=True,
-            )
+            pd.DataFrame(
+                psm_part_info, columns=["scan", "ms_level", "mz", "intensity"]
+            ).to_parquet(f"{Path(ms_path).stem}_spectrum_df.parquet", index=False)
 
         return pd.DataFrame(info, columns=file_columns)
 
@@ -82,10 +136,15 @@ def parse_bruker_d(file_name: str, file_columns: list):
         conn = sqlite3.connect(sql_filepath)
         c = conn.cursor()
 
-        datetime_cmd = "SELECT Value FROM GlobalMetadata WHERE key='AcquisitionDateTime'"
+        datetime_cmd = (
+            "SELECT Value FROM GlobalMetadata WHERE key='AcquisitionDateTime'"
+        )
         AcquisitionDateTime = c.execute(datetime_cmd).fetchall()[0][0]
 
-        df = pd.read_sql_query("SELECT Id, MsMsType, NumPeaks, MaxIntensity, SummedIntensities, Time FROM frames", conn)
+        df = pd.read_sql_query(
+            "SELECT Id, MsMsType, NumPeaks, MaxIntensity, SummedIntensities, Time FROM frames",
+            conn,
+        )
         df["AcquisitionDateTime"] = AcquisitionDateTime
 
         # {8:'DDA-PASEF', 9:'DIA-PASEF'}
@@ -104,7 +163,9 @@ def parse_bruker_d(file_name: str, file_columns: list):
             precursor_df = pd.read_sql_query("SELECT * from Precursors", conn)
         except sqlite3.OperationalError as e:
             if "no such table: Precursors" in str(e):
-                print(f"No precursers recorded in {file_name}, This is normal for DIA data.")
+                print(
+                    f"No precursers recorded in {file_name}, This is normal for DIA data."
+                )
                 precursor_df = pd.DataFrame()
             else:
                 raise
@@ -154,15 +215,11 @@ def parse_bruker_d(file_name: str, file_columns: list):
     elif Path(ms_path).suffix in [".mzML", ".mzml"]:
         ms_df = parse_mzml(ms_path, file_columns, id_only)
     else:
-        msg = f"Unrecognized or inexistent mass spec file '{ms_path}'"
+        msg = f"Unrecognized or the mass spec file '{ms_path}' do not exist"
         raise RuntimeError(msg)
 
-    ms_df.to_csv(
-        f"{Path(ms_path).stem}_ms_info.tsv",
-        mode="w",
-        sep="\t",
-        index=False,
-        header=True,
+    ms_df.to_parquet(
+        f"{Path(ms_path).stem}_ms_info.parquet", engine="pyarrow", index=False
     )
 
 
diff --git a/bin/prepare_diann_parameters.py b/bin/prepare_diann_parameters.py
index 7be83e61..1c7eddf4 100755
--- a/bin/prepare_diann_parameters.py
+++ b/bin/prepare_diann_parameters.py
@@ -53,11 +53,18 @@ def convert_mod(unimod_database, fix_mod: str, var_mod: str) -> Tuple[List, List
             tag = 0
             for modification in unimod_database.modifications:
                 if modification.get_name() == mod.split(" ")[0]:
-                    diann_mod = modification.get_name() + "," + str(modification._delta_mono_mass)
+                    diann_mod = (
+                        modification.get_name()
+                        + ","
+                        + str(modification._delta_mono_mass)
+                    )
                     tag = 1
                     break
             if tag == 0:
-                print("Warning: Currently only supported unimod modifications for DIA pipeline. Skipped: " + mod)
+                print(
+                    "Warning: Currently only supported unimod modifications for DIA pipeline. Skipped: "
+                    + mod
+                )
                 continue
             site = re.findall(pattern, " ".join(mod.split(" ")[1:]))[0]
             if site == "Protein N-term":
@@ -65,7 +72,12 @@ def convert_mod(unimod_database, fix_mod: str, var_mod: str) -> Tuple[List, List
             elif site == "N-term":
                 site = "n"
 
-            if "TMT" in diann_mod or "Label" in diann_mod or "iTRAQ" in diann_mod or "mTRAQ" in diann_mod:
+            if (
+                "TMT" in diann_mod
+                or "Label" in diann_mod
+                or "iTRAQ" in diann_mod
+                or "mTRAQ" in diann_mod
+            ):
                 fix_ptm.append(diann_mod + "," + site + "," + "label")
             else:
                 fix_ptm.append(diann_mod + "," + site)
@@ -75,11 +87,18 @@ def convert_mod(unimod_database, fix_mod: str, var_mod: str) -> Tuple[List, List
             tag = 0
             for modification in unimod_database.modifications:
                 if modification.get_name() == mod.split(" ")[0]:
-                    diann_mod = modification.get_name() + "," + str(modification._delta_mono_mass)
+                    diann_mod = (
+                        modification.get_name()
+                        + ","
+                        + str(modification._delta_mono_mass)
+                    )
                     tag = 1
                     break
             if tag == 0:
-                print("Warning: Currently only supported unimod modifications for DIA pipeline. Skipped: " + mod)
+                print(
+                    "Warning: Currently only supported unimod modifications for DIA pipeline. Skipped: "
+                    + mod
+                )
                 continue
             site = re.findall(pattern, " ".join(mod.split(" ")[1:]))[0]
             if site == "Protein N-term":
@@ -87,7 +106,12 @@ def convert_mod(unimod_database, fix_mod: str, var_mod: str) -> Tuple[List, List
             elif site == "N-term":
                 site = "n"
 
-            if "TMT" in diann_mod or "Label" in diann_mod or "iTRAQ" in diann_mod or "mTRAQ" in diann_mod:
+            if (
+                "TMT" in diann_mod
+                or "Label" in diann_mod
+                or "iTRAQ" in diann_mod
+                or "mTRAQ" in diann_mod
+            ):
                 var_ptm.append(diann_mod + "," + site + "," + "label")
             else:
                 var_ptm.append(diann_mod + "," + site)
diff --git a/bin/psm_conversion.py b/bin/psm_conversion.py
index 9d43fb24..db8d8e79 100755
--- a/bin/psm_conversion.py
+++ b/bin/psm_conversion.py
@@ -1,18 +1,36 @@
 #!/usr/bin/env python
 
-import numpy as np
-import pyopenms as oms
-import pandas as pd
-import re
 import os
-from pathlib import Path
+import re
 import sys
+from pathlib import Path
+
+import numpy as np
+import pandas as pd
+import pyopenms as oms
 
 _parquet_field = [
-    "sequence", "protein_accessions", "protein_start_positions", "protein_end_positions",
-    "modifications", "retention_time", "charge", "exp_mass_to_charge", "reference_file_name",
-    "scan_number", "peptidoform", "posterior_error_probability", "global_qvalue", "is_decoy",
-    "consensus_support", "mz_array", "intensity_array", "num_peaks", "search_engines", "id_scores", "hit_rank"
+    "sequence",
+    "protein_accessions",
+    "protein_start_positions",
+    "protein_end_positions",
+    "modifications",
+    "retention_time",
+    "charge",
+    "exp_mass_to_charge",
+    "reference_file_name",
+    "scan_number",
+    "peptidoform",
+    "posterior_error_probability",
+    "global_qvalue",
+    "is_decoy",
+    "consensus_support",
+    "mz_array",
+    "intensity_array",
+    "num_peaks",
+    "search_engines",
+    "id_scores",
+    "hit_rank",
 ]
 
 
@@ -29,7 +47,9 @@ def mods_position(peptide):
     for k in range(0, len(original_mods)):
         original_mods[k] = str(position[k]) + "-" + original_mods[k]
 
-    original_mods = [str(i) for i in original_mods] if len(original_mods) > 0 else np.nan
+    original_mods = (
+        [str(i) for i in original_mods] if len(original_mods) > 0 else np.nan
+    )
 
     return original_mods
 
@@ -56,13 +76,19 @@ def convert_psm(idxml, spectra_file, export_decoy_psm):
     else:
         search_engines = [prot_ids[0].getSearchEngine()]
 
-    reference_file_name = os.path.splitext(prot_ids[0].getMetaValue("spectra_data")[0].decode("UTF-8"))[0]
+    reference_file_name = os.path.splitext(
+        prot_ids[0].getMetaValue("spectra_data")[0].decode("UTF-8")
+    )[0]
     spectra_df = pd.read_csv(spectra_file) if spectra_file else None
 
     for peptide_id in pep_ids:
         retention_time = peptide_id.getRT()
         exp_mass_to_charge = peptide_id.getMZ()
-        scan_number = int(re.findall(r"(spectrum|scan)=(\d+)", peptide_id.getMetaValue("spectrum_reference"))[0][1])
+        scan_number = int(
+            re.findall(
+                r"(spectrum|scan)=(\d+)", peptide_id.getMetaValue("spectrum_reference")
+            )[0][1]
+        )
 
         if isinstance(spectra_df, pd.DataFrame):
             spectra = spectra_df[spectra_df["scan"] == scan_number]
@@ -94,22 +120,47 @@ def convert_psm(idxml, spectra_file, export_decoy_psm):
             peptidoform = hit.getSequence().toString()
             modifications = mods_position(peptidoform)
             sequence = hit.getSequence().toUnmodifiedString()
-            protein_accessions = [ev.getProteinAccession() for ev in hit.getPeptideEvidences()]
-            posterior_error_probability = hit.getMetaValue("Posterior Error Probability_score")
-            protein_start_positions = [ev.getStart() for ev in hit.getPeptideEvidences()]
+            protein_accessions = [
+                ev.getProteinAccession() for ev in hit.getPeptideEvidences()
+            ]
+            posterior_error_probability = hit.getMetaValue(
+                "Posterior Error Probability_score"
+            )
+            protein_start_positions = [
+                ev.getStart() for ev in hit.getPeptideEvidences()
+            ]
             protein_end_positions = [ev.getEnd() for ev in hit.getPeptideEvidences()]
             hit_rank = hit.getRank()
 
-            parquet_data.append([sequence, protein_accessions, protein_start_positions, protein_end_positions,
-                                 modifications, retention_time, charge, exp_mass_to_charge, reference_file_name,
-                                 scan_number, peptidoform, posterior_error_probability, global_qvalue, is_decoy,
-                                 consensus_support, mz_array, intensity_array, num_peaks, search_engines, id_scores,
-                                 hit_rank])
-
-    pd.DataFrame(parquet_data, columns=_parquet_field).to_csv(f"{Path(idxml).stem}_psm.csv",
-                                                              mode="w",
-                                                              index=False,
-                                                              header=True)
+            parquet_data.append(
+                [
+                    sequence,
+                    protein_accessions,
+                    protein_start_positions,
+                    protein_end_positions,
+                    modifications,
+                    retention_time,
+                    charge,
+                    exp_mass_to_charge,
+                    reference_file_name,
+                    scan_number,
+                    peptidoform,
+                    posterior_error_probability,
+                    global_qvalue,
+                    is_decoy,
+                    consensus_support,
+                    mz_array,
+                    intensity_array,
+                    num_peaks,
+                    search_engines,
+                    id_scores,
+                    hit_rank,
+                ]
+            )
+
+    pd.DataFrame(parquet_data, columns=_parquet_field).to_csv(
+        f"{Path(idxml).stem}_psm.csv", mode="w", index=False, header=True
+    )
 
 
 def main():
diff --git a/modules/local/extract_psm/meta.yml b/modules/local/extract_psm/meta.yml
index 23586d7e..ea6df519 100644
--- a/modules/local/extract_psm/meta.yml
+++ b/modules/local/extract_psm/meta.yml
@@ -17,7 +17,7 @@ input:
   - spectrum_df:
       type: file
       description: spectrum data file
-      pattern: "_spectrum_df.csv"
+      pattern: "_spectrum_df.parquet"
   - meta:
       type: map
       description: Groovy Map containing sample information
diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index 92cf5484..e4146b22 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -14,8 +14,8 @@ process MZMLSTATISTICS {
     tuple val(meta), path(ms_file)
 
     output:
-    path "*_ms_info.tsv", emit: ms_statistics
-    tuple val(meta), path("*_spectrum_df.csv"), emit: spectrum_df, optional: true
+    path "*_ms_info.parquet", emit: ms_statistics
+    tuple val(meta), path("*_spectrum_df.parquet"), emit: spectrum_df, optional: true
     path "versions.yml", emit: version
     path "*.log", emit: log
 
diff --git a/modules/local/mzmlstatistics/meta.yml b/modules/local/mzmlstatistics/meta.yml
index 59a1b451..910e62bb 100644
--- a/modules/local/mzmlstatistics/meta.yml
+++ b/modules/local/mzmlstatistics/meta.yml
@@ -18,11 +18,11 @@ output:
   - mzml_statistics:
       type: file
       description: mzMLs statistics file
-      pattern: "*_mzml_info.tsv"
+      pattern: "*_mzml_info.parquet"
   - spectrum_df:
       type: file
       description: spectrum data file
-      pattern: "_spectrum_df.csv"
+      pattern: "_spectrum_df.parquet"
   - version:
       type: file
       description: File containing software version
diff --git a/subworkflows/local/file_preparation.nf b/subworkflows/local/file_preparation.nf
index a2b73fa1..1762f40e 100644
--- a/subworkflows/local/file_preparation.nf
+++ b/subworkflows/local/file_preparation.nf
@@ -101,7 +101,7 @@ workflow FILE_PREPARATION {
     emit:
     results         = ch_results        // channel: [val(mzml_id), indexedmzml|.d.tar]
     statistics      = ch_statistics     // channel: [ *_ms_info.tsv ]
-    spectrum_data   = ch_spectrum_df    // channel: [val(mzml_id), *_spectrum_df.csv]
+    spectrum_data   = ch_spectrum_df    // channel: [val(mzml_id), *_spectrum_df.parquet]
     version         = ch_versions       // channel: [ *.version.txt ]
 }
 

From d6813b61b43535ccab8c30724694f423d16d19e4 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 30 Jul 2024 13:58:36 +0100
Subject: [PATCH 164/264] first replacement of sage features

---
 modules/local/add_sage_feat/main.nf  | 8 ++++----
 modules/local/mzmlstatistics/main.nf | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/modules/local/add_sage_feat/main.nf b/modules/local/add_sage_feat/main.nf
index 72d503d4..bd6d2a6e 100644
--- a/modules/local/add_sage_feat/main.nf
+++ b/modules/local/add_sage_feat/main.nf
@@ -2,11 +2,11 @@ process SAGEFEATURE {
     tag "$meta.mzml_id"
     label 'process_low'
 
-    conda "bioconda::pyopenms=3.1.0"
+    conda "bioconda::quantms-utils=0.0.2"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/pyopenms:3.1.0--py39h9b8898c_0"
+        container "https://depot.galaxyproject.org/singularity/quantms-utils:0.0.2--pyhdfd78af_0"
     } else {
-        container "biocontainers/pyopenms:3.1.0--py39h9b8898c_0"
+        container "biocontainers/quantms-utils:0.0.2--pyhdfd78af_0"
     }
 
     input:
@@ -22,7 +22,7 @@ process SAGEFEATURE {
     def prefix = task.ext.prefix ?: "${meta.mzml_id}"
 
     """
-    add_sage_feature.py "${id_file}" "${id_file.baseName}_feat.idXML" "${extra_feat}" 2>&1 | tee add_sage_feature.log
+    quantmsutilsc sage2feature --idx_file "${id_file}" --output_file "${id_file.baseName}_feat.idXML" --feat_file "${extra_feat}" 2>&1 | tee add_sage_feature.log
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index e4146b22..94f7dcc3 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -3,7 +3,7 @@ process MZMLSTATISTICS {
     label 'process_medium'
     label 'process_single'
 
-    conda "bioconda::pyopenms=3.1.0"
+    conda "bioconda::pyopenms=3.1.0 conda-forge::pyarrow"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
         container "https://depot.galaxyproject.org/singularity/pyopenms:3.1.0--py39h9b8898c_0"
     } else {

From aa7d8e1a4041afb920daa9debda8cce201e2e6eb Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 30 Jul 2024 14:22:17 +0100
Subject: [PATCH 165/264] first replacement of sage features

---
 modules/local/mzmlstatistics/main.nf | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index 94f7dcc3..d7e07c2e 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -3,11 +3,11 @@ process MZMLSTATISTICS {
     label 'process_medium'
     label 'process_single'
 
-    conda "bioconda::pyopenms=3.1.0 conda-forge::pyarrow"
+    conda "bioconda::quantms-utils=0.0.2"
     if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/pyopenms:3.1.0--py39h9b8898c_0"
+        container "https://depot.galaxyproject.org/singularity/quantms-utils:0.0.2--pyhdfd78af_0"
     } else {
-        container "biocontainers/pyopenms:3.1.0--py39h9b8898c_0"
+        container "biocontainers/quantms-utils:0.0.2--pyhdfd78af_0"
     }
 
     input:

From 8664c70cb38da6a6d8c1bd6ef1e64cb5e44d4a51 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Wed, 31 Jul 2024 20:04:02 +0800
Subject: [PATCH 166/264] fixed singularity

---
 modules/local/add_sage_feat/main.nf      | 2 +-
 modules/local/diannconvert/main.nf       | 4 ++--
 modules/local/extract_psm/main.nf        | 2 +-
 modules/local/extract_sample/main.nf     | 2 +-
 modules/local/generate_diann_cfg/main.nf | 2 +-
 modules/local/msstats/main.nf            | 2 +-
 modules/local/msstatstmt/main.nf         | 2 +-
 modules/local/mzmlstatistics/main.nf     | 2 +-
 modules/local/pmultiqc/main.nf           | 2 +-
 modules/local/preprocess_expdesign.nf    | 2 +-
 modules/local/samplesheet_check.nf       | 2 +-
 11 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/modules/local/add_sage_feat/main.nf b/modules/local/add_sage_feat/main.nf
index bd6d2a6e..a4524f75 100644
--- a/modules/local/add_sage_feat/main.nf
+++ b/modules/local/add_sage_feat/main.nf
@@ -3,7 +3,7 @@ process SAGEFEATURE {
     label 'process_low'
 
     conda "bioconda::quantms-utils=0.0.2"
-    if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
+    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
         container "https://depot.galaxyproject.org/singularity/quantms-utils:0.0.2--pyhdfd78af_0"
     } else {
         container "biocontainers/quantms-utils:0.0.2--pyhdfd78af_0"
diff --git a/modules/local/diannconvert/main.nf b/modules/local/diannconvert/main.nf
index 23524138..9498a95e 100644
--- a/modules/local/diannconvert/main.nf
+++ b/modules/local/diannconvert/main.nf
@@ -3,7 +3,7 @@ process DIANNCONVERT {
     label 'process_medium'
 
     conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.21"
-    if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
+    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
         container "https://depot.galaxyproject.org/singularity/pmultiqc:0.0.22--pyhdfd78af_0"
     } else {
         container "biocontainers/pmultiqc:0.0.22--pyhdfd78af_0"
@@ -27,7 +27,7 @@ process DIANNCONVERT {
     path "versions.yml", emit: version
 
     exec:
-        log.info "DIANNCONVERT is based on the output of DIA-NN 1.8.1, other versions of DIA-NN do not support mzTab conversion."
+        log.info "DIANNCONVERT is based on the output of DIA-NN 1.8.1 and 1.9.beta.1, other versions of DIA-NN do not support mzTab conversion."
 
     script:
     def args = task.ext.args ?: ''
diff --git a/modules/local/extract_psm/main.nf b/modules/local/extract_psm/main.nf
index a640316a..f7a21eaf 100644
--- a/modules/local/extract_psm/main.nf
+++ b/modules/local/extract_psm/main.nf
@@ -3,7 +3,7 @@ process PSMCONVERSION {
     label 'process_medium'
 
     conda "bioconda::pyopenms=3.1.0"
-    if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
+    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
         container "https://depot.galaxyproject.org/singularity/pyopenms:3.1.0--py39h9b8898c_0"
     } else {
         container "biocontainers/pyopenms:3.1.0--py39h9b8898c_0"
diff --git a/modules/local/extract_sample/main.nf b/modules/local/extract_sample/main.nf
index 6a7210f4..1aa01cb2 100644
--- a/modules/local/extract_sample/main.nf
+++ b/modules/local/extract_sample/main.nf
@@ -3,7 +3,7 @@ process GETSAMPLE {
     label 'process_low'
 
     conda "bioconda::sdrf-pipelines=0.0.25"
-    if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
+    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
         container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.25--pyhdfd78af_0"
     } else {
         container "biocontainers/sdrf-pipelines:0.0.25--pyhdfd78af_0"
diff --git a/modules/local/generate_diann_cfg/main.nf b/modules/local/generate_diann_cfg/main.nf
index 41df3922..b4265185 100644
--- a/modules/local/generate_diann_cfg/main.nf
+++ b/modules/local/generate_diann_cfg/main.nf
@@ -3,7 +3,7 @@ process GENERATE_DIANN_CFG {
     label 'process_low'
 
     conda 'conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.22'
-    if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
+    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
         container 'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.22--pyhdfd78af_0'
     } else {
         container "biocontainers/sdrf-pipelines:0.0.22--pyhdfd78af_0"
diff --git a/modules/local/msstats/main.nf b/modules/local/msstats/main.nf
index bd5de19e..f268456f 100644
--- a/modules/local/msstats/main.nf
+++ b/modules/local/msstats/main.nf
@@ -3,7 +3,7 @@ process MSSTATS {
     label 'process_medium'
 
     conda "bioconda::bioconductor-msstats=4.10.0"
-    if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
+    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
         container "https://depot.galaxyproject.org/singularity/bioconductor-msstats:4.10.0--r43hf17093f_0"
     } else {
         container "biocontainers/bioconductor-msstats:4.10.0--r43hf17093f_0"
diff --git a/modules/local/msstatstmt/main.nf b/modules/local/msstatstmt/main.nf
index 32b9cb6b..9ef59b24 100644
--- a/modules/local/msstatstmt/main.nf
+++ b/modules/local/msstatstmt/main.nf
@@ -3,7 +3,7 @@ process MSSTATSTMT {
     label 'process_medium'
 
     conda "bioconda::bioconductor-msstatstmt=2.10.0"
-    if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
+    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
         container "https://depot.galaxyproject.org/singularity/bioconductor-msstatstmt:2.10.0--r43hdfd78af_0"
     } else {
         container "biocontainers/bioconductor-msstatstmt:2.10.0--r43hdfd78af_0"
diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index d7e07c2e..9c2f1116 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -4,7 +4,7 @@ process MZMLSTATISTICS {
     label 'process_single'
 
     conda "bioconda::quantms-utils=0.0.2"
-    if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
+    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
         container "https://depot.galaxyproject.org/singularity/quantms-utils:0.0.2--pyhdfd78af_0"
     } else {
         container "biocontainers/quantms-utils:0.0.2--pyhdfd78af_0"
diff --git a/modules/local/pmultiqc/main.nf b/modules/local/pmultiqc/main.nf
index 8b6ad192..887161c5 100644
--- a/modules/local/pmultiqc/main.nf
+++ b/modules/local/pmultiqc/main.nf
@@ -2,7 +2,7 @@ process PMULTIQC {
     label 'process_high'
 
     conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.24"
-    if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
+    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
         container "https://depot.galaxyproject.org/singularity/pmultiqc:0.0.24--pyhdfd78af_0"
     } else {
         container "biocontainers/pmultiqc:0.0.24--pyhdfd78af_0"
diff --git a/modules/local/preprocess_expdesign.nf b/modules/local/preprocess_expdesign.nf
index 76ea14fe..ccffcd5b 100644
--- a/modules/local/preprocess_expdesign.nf
+++ b/modules/local/preprocess_expdesign.nf
@@ -7,7 +7,7 @@ process PREPROCESS_EXPDESIGN {
     label 'process_low'
 
     conda "bioconda::sdrf-pipelines=0.0.27"
-    if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
+    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
         container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.27--pyhdfd78af_0"
     } else {
         container "biocontainers/sdrf-pipelines:0.0.27--pyhdfd78af_0"
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index 9097151c..09a93814 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -4,7 +4,7 @@ process SAMPLESHEET_CHECK {
     label 'process_single'
 
     conda "bioconda::sdrf-pipelines=0.0.27"
-    if (workflow.containerEngine == 'singularity' && !params.singularity_pull_docker_container) {
+    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
         container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.27--pyhdfd78af_0"
     } else {
         container "biocontainers/sdrf-pipelines:0.0.27--pyhdfd78af_0"

From 2bbdd2afb53b9006201e9aaa570b07a6d2957c1d Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 31 Jul 2024 14:43:20 +0100
Subject: [PATCH 167/264] first replacement of sage features

---
 modules/local/samplesheet_check.nf | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index 09a93814..f6c7bc1b 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -4,11 +4,9 @@ process SAMPLESHEET_CHECK {
     label 'process_single'
 
     conda "bioconda::sdrf-pipelines=0.0.27"
-    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.27--pyhdfd78af_0"
-    } else {
-        container "biocontainers/sdrf-pipelines:0.0.27--pyhdfd78af_0"
-    }
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.27--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.27--pyhdfd78af_0' }"
 
     input:
     path input_file

From 6dd80116c570c2a8b3dca7fe492f1b3c58854223 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 31 Jul 2024 14:46:15 +0100
Subject: [PATCH 168/264] first replacement of sage features

---
 modules/local/preprocess_expdesign.nf | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/modules/local/preprocess_expdesign.nf b/modules/local/preprocess_expdesign.nf
index ccffcd5b..f6902da0 100644
--- a/modules/local/preprocess_expdesign.nf
+++ b/modules/local/preprocess_expdesign.nf
@@ -7,11 +7,9 @@ process PREPROCESS_EXPDESIGN {
     label 'process_low'
 
     conda "bioconda::sdrf-pipelines=0.0.27"
-    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.27--pyhdfd78af_0"
-    } else {
-        container "biocontainers/sdrf-pipelines:0.0.27--pyhdfd78af_0"
-    }
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.27--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.27--pyhdfd78af_0' }"
 
     input:
     path design

From 139dad8200187e9f71b4e6565e548a66d4659fca Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 31 Jul 2024 14:50:57 +0100
Subject: [PATCH 169/264] first replacement of sage features

---
 modules/local/msstats/main.nf        | 8 +++-----
 modules/local/msstatstmt/main.nf     | 8 +++-----
 modules/local/mzmlstatistics/main.nf | 8 +++-----
 3 files changed, 9 insertions(+), 15 deletions(-)

diff --git a/modules/local/msstats/main.nf b/modules/local/msstats/main.nf
index f268456f..53f45d76 100644
--- a/modules/local/msstats/main.nf
+++ b/modules/local/msstats/main.nf
@@ -3,11 +3,9 @@ process MSSTATS {
     label 'process_medium'
 
     conda "bioconda::bioconductor-msstats=4.10.0"
-    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/bioconductor-msstats:4.10.0--r43hf17093f_0"
-    } else {
-        container "biocontainers/bioconductor-msstats:4.10.0--r43hf17093f_0"
-    }
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/bioconductor-msstats:4.10.0--r43hf17093f_0' :
+        'biocontainers/bioconductor-msstats:4.10.0--r43hf17093f_0' }"
 
     input:
     path msstats_csv_input
diff --git a/modules/local/msstatstmt/main.nf b/modules/local/msstatstmt/main.nf
index 9ef59b24..458704b8 100644
--- a/modules/local/msstatstmt/main.nf
+++ b/modules/local/msstatstmt/main.nf
@@ -3,11 +3,9 @@ process MSSTATSTMT {
     label 'process_medium'
 
     conda "bioconda::bioconductor-msstatstmt=2.10.0"
-    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/bioconductor-msstatstmt:2.10.0--r43hdfd78af_0"
-    } else {
-        container "biocontainers/bioconductor-msstatstmt:2.10.0--r43hdfd78af_0"
-    }
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/bioconductor-msstatstmt:2.10.0--r43hdfd78af_0' :
+        'biocontainers/bioconductor-msstatstmt:2.10.0--r43hdfd78af_0' }"
 
     input:
     path msstatstmt_csv_input
diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index 9c2f1116..31bb55dd 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -4,11 +4,9 @@ process MZMLSTATISTICS {
     label 'process_single'
 
     conda "bioconda::quantms-utils=0.0.2"
-    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/quantms-utils:0.0.2--pyhdfd78af_0"
-    } else {
-        container "biocontainers/quantms-utils:0.0.2--pyhdfd78af_0"
-    }
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.2--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.2--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(ms_file)

From 7d1ba4b6032355bd69e6cc18bd213059df144d79 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 31 Jul 2024 15:13:48 +0100
Subject: [PATCH 170/264] first replacement of sage features

---
 modules/local/add_sage_feat/main.nf      | 8 +++-----
 modules/local/diannconvert/main.nf       | 9 ++++-----
 modules/local/extract_psm/main.nf        | 9 ++++-----
 modules/local/extract_sample/main.nf     | 9 ++++-----
 modules/local/generate_diann_cfg/main.nf | 9 ++++-----
 5 files changed, 19 insertions(+), 25 deletions(-)

diff --git a/modules/local/add_sage_feat/main.nf b/modules/local/add_sage_feat/main.nf
index a4524f75..03a694ed 100644
--- a/modules/local/add_sage_feat/main.nf
+++ b/modules/local/add_sage_feat/main.nf
@@ -3,11 +3,9 @@ process SAGEFEATURE {
     label 'process_low'
 
     conda "bioconda::quantms-utils=0.0.2"
-    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/quantms-utils:0.0.2--pyhdfd78af_0"
-    } else {
-        container "biocontainers/quantms-utils:0.0.2--pyhdfd78af_0"
-    }
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.2--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.2--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(id_file), path(extra_feat)
diff --git a/modules/local/diannconvert/main.nf b/modules/local/diannconvert/main.nf
index 9498a95e..2370ef83 100644
--- a/modules/local/diannconvert/main.nf
+++ b/modules/local/diannconvert/main.nf
@@ -3,11 +3,10 @@ process DIANNCONVERT {
     label 'process_medium'
 
     conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.21"
-    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/pmultiqc:0.0.22--pyhdfd78af_0"
-    } else {
-        container "biocontainers/pmultiqc:0.0.22--pyhdfd78af_0"
-    }
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/pmultiqc:0.0.22--pyhdfd78af_0' :
+        'biocontainers/pmultiqc:0.0.22--pyhdfd78af_0' }"
+
 
     input:
     path(report)
diff --git a/modules/local/extract_psm/main.nf b/modules/local/extract_psm/main.nf
index f7a21eaf..8cc49f34 100644
--- a/modules/local/extract_psm/main.nf
+++ b/modules/local/extract_psm/main.nf
@@ -3,11 +3,10 @@ process PSMCONVERSION {
     label 'process_medium'
 
     conda "bioconda::pyopenms=3.1.0"
-    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/pyopenms:3.1.0--py39h9b8898c_0"
-    } else {
-        container "biocontainers/pyopenms:3.1.0--py39h9b8898c_0"
-    }
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/pyopenms:3.1.0--py39h9b8898c_0' :
+        'biocontainers/pyopenms:3.1.0--py39h9b8898c_0' }"
+
 
     input:
     tuple val(meta), path(idxml_file), path(spectrum_df)
diff --git a/modules/local/extract_sample/main.nf b/modules/local/extract_sample/main.nf
index 1aa01cb2..9781ae26 100644
--- a/modules/local/extract_sample/main.nf
+++ b/modules/local/extract_sample/main.nf
@@ -3,11 +3,10 @@ process GETSAMPLE {
     label 'process_low'
 
     conda "bioconda::sdrf-pipelines=0.0.25"
-    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.25--pyhdfd78af_0"
-    } else {
-        container "biocontainers/sdrf-pipelines:0.0.25--pyhdfd78af_0"
-    }
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.25--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.25--pyhdfd78af_0' }"
+
 
     input:
     path design
diff --git a/modules/local/generate_diann_cfg/main.nf b/modules/local/generate_diann_cfg/main.nf
index b4265185..fcd337e8 100644
--- a/modules/local/generate_diann_cfg/main.nf
+++ b/modules/local/generate_diann_cfg/main.nf
@@ -3,11 +3,10 @@ process GENERATE_DIANN_CFG {
     label 'process_low'
 
     conda 'conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.22'
-    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
-        container 'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.22--pyhdfd78af_0'
-    } else {
-        container "biocontainers/sdrf-pipelines:0.0.22--pyhdfd78af_0"
-    }
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.22--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.22--pyhdfd78af_0' }"
+
 
     input:
     val(meta)

From a84934cf398077401d88f9dbd6d229670f64d9db Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 31 Jul 2024 15:22:01 +0100
Subject: [PATCH 171/264] first replacement of sage features

---
 modules/local/silicolibrarygeneration/main.nf | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/modules/local/silicolibrarygeneration/main.nf b/modules/local/silicolibrarygeneration/main.nf
index 96ff060c..d51ab973 100644
--- a/modules/local/silicolibrarygeneration/main.nf
+++ b/modules/local/silicolibrarygeneration/main.nf
@@ -2,12 +2,12 @@ process SILICOLIBRARYGENERATION {
     tag "$fasta.Name"
     label 'process_medium'
 
-    if (params.diann_version == "1.9.beta.1") {
-        container 'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif'
-    } else {
-        container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://containers.biocontainers.pro/s3/SingImgsRepo/diann/v1.8.1_cv1/diann_v1.8.1_cv1.img' :
         'docker.io/biocontainers/diann:v1.8.1_cv1' }"
+
+    if (params.diann_version == "1.9.beta.1") {
+        container 'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif'
     }
 
     input:

From 2cfa28c4b5877f1d86bb6b26e8ee1a3048d0a645 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 31 Jul 2024 15:24:48 +0100
Subject: [PATCH 172/264] first replacement of sage features

---
 modules/local/assemble_empirical_library/main.nf | 8 ++++----
 modules/local/diann_preliminary_analysis/main.nf | 8 ++++----
 modules/local/diannsummary/main.nf               | 8 ++++----
 modules/local/individual_final_analysis/main.nf  | 8 ++++----
 4 files changed, 16 insertions(+), 16 deletions(-)

diff --git a/modules/local/assemble_empirical_library/main.nf b/modules/local/assemble_empirical_library/main.nf
index 63e74aae..69acbcb4 100644
--- a/modules/local/assemble_empirical_library/main.nf
+++ b/modules/local/assemble_empirical_library/main.nf
@@ -2,12 +2,12 @@ process ASSEMBLE_EMPIRICAL_LIBRARY {
     tag "$meta.experiment_id"
     label 'process_low'
 
-    if (params.diann_version == "1.9.beta.1") {
-        container 'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif'
-    } else {
-        container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://containers.biocontainers.pro/s3/SingImgsRepo/diann/v1.8.1_cv1/diann_v1.8.1_cv1.img' :
         'docker.io/biocontainers/diann:v1.8.1_cv1' }"
+
+    if (params.diann_version == "1.9.beta.1") {
+        container 'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif'
     }
 
     input:
diff --git a/modules/local/diann_preliminary_analysis/main.nf b/modules/local/diann_preliminary_analysis/main.nf
index 59939860..0d4a5c0d 100644
--- a/modules/local/diann_preliminary_analysis/main.nf
+++ b/modules/local/diann_preliminary_analysis/main.nf
@@ -2,12 +2,12 @@ process DIANN_PRELIMINARY_ANALYSIS {
     tag "$ms_file.baseName"
     label 'process_high'
 
-    if (params.diann_version == "1.9.beta.1") {
-        container 'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif'
-    } else {
-        container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://containers.biocontainers.pro/s3/SingImgsRepo/diann/v1.8.1_cv1/diann_v1.8.1_cv1.img' :
         'docker.io/biocontainers/diann:v1.8.1_cv1' }"
+
+    if (params.diann_version == "1.9.beta.1") {
+        container 'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif'
     }
 
     input:
diff --git a/modules/local/diannsummary/main.nf b/modules/local/diannsummary/main.nf
index 77ba67eb..4a5dfcfd 100644
--- a/modules/local/diannsummary/main.nf
+++ b/modules/local/diannsummary/main.nf
@@ -2,12 +2,12 @@ process DIANNSUMMARY {
     tag "$meta.experiment_id"
     label 'process_high'
 
-    if (params.diann_version == "1.9.beta.1") {
-        container 'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif'
-    } else {
-        container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://containers.biocontainers.pro/s3/SingImgsRepo/diann/v1.8.1_cv1/diann_v1.8.1_cv1.img' :
         'docker.io/biocontainers/diann:v1.8.1_cv1' }"
+
+    if (params.diann_version == "1.9.beta.1") {
+        container 'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif'
     }
 
     input:
diff --git a/modules/local/individual_final_analysis/main.nf b/modules/local/individual_final_analysis/main.nf
index e58cd50f..cb9036a0 100644
--- a/modules/local/individual_final_analysis/main.nf
+++ b/modules/local/individual_final_analysis/main.nf
@@ -2,12 +2,12 @@ process INDIVIDUAL_FINAL_ANALYSIS {
     tag "$ms_file.baseName"
     label 'process_high'
 
-    if (params.diann_version == "1.9.beta.1") {
-        container 'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif'
-    } else {
-        container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://containers.biocontainers.pro/s3/SingImgsRepo/diann/v1.8.1_cv1/diann_v1.8.1_cv1.img' :
         'docker.io/biocontainers/diann:v1.8.1_cv1' }"
+
+    if (params.diann_version == "1.9.beta.1") {
+        container 'https://ftp.pride.ebi.ac.uk/pub/databases/pride/resources/tools/ghcr.io-bigbio-diann-1.9.1dev.sif'
     }
 
     input:

From 327b4e74f9dd3eef6d5b76bcf70def7c151e52c5 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 31 Jul 2024 15:27:01 +0100
Subject: [PATCH 173/264] first replacement of sage features

---
 modules/local/pmultiqc/main.nf | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/modules/local/pmultiqc/main.nf b/modules/local/pmultiqc/main.nf
index 887161c5..ddfcb94c 100644
--- a/modules/local/pmultiqc/main.nf
+++ b/modules/local/pmultiqc/main.nf
@@ -2,11 +2,10 @@ process PMULTIQC {
     label 'process_high'
 
     conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.24"
-    if (workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container) {
-        container "https://depot.galaxyproject.org/singularity/pmultiqc:0.0.24--pyhdfd78af_0"
-    } else {
-        container "biocontainers/pmultiqc:0.0.24--pyhdfd78af_0"
-    }
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/pmultiqc:0.0.24--pyhdfd78af_0' :
+        'biocontainers/pmultiqc:0.0.24--pyhdfd78af_0' }"
+
 
     input:
     path 'results/*'

From 80ab45b7ab621fe83df9737697c9b136aca36518 Mon Sep 17 00:00:00 2001
From: William Fondrie <fondriew@gmail.com>
Date: Wed, 31 Jul 2024 12:27:19 -0700
Subject: [PATCH 174/264] Add tar verification

---
 modules/local/decompress_dotd/main.nf | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/modules/local/decompress_dotd/main.nf b/modules/local/decompress_dotd/main.nf
index f1b812cf..931eafb9 100644
--- a/modules/local/decompress_dotd/main.nf
+++ b/modules/local/decompress_dotd/main.nf
@@ -45,11 +45,11 @@ process DECOMPRESS {
         else
             if [ -f \$1 ]; then
                 case \$1 in
-                    *.tar.gz)    tar xvzf \$1    ;;
-                    *.gz)        gunzip \$1      ;;
-                    *.tar)       tar xvf \$1     ;;
-                    *.zip)       unzip \$1     ;;
-                    *)           echo "extract: '\$1' - unknown archive method" ;;
+                    *.tar.gz)    tar xvzf \$1 && tar dvf \$1 \$(basename \$1 .tar.gz) ;;
+                    *.gz)        gunzip \$1                                           ;;
+                    *.tar)       tar xvf \$1 && tar dvf \$1 \$(basename \$1 .tar)     ;;
+                    *.zip)       unzip \$1                                            ;;
+                    *)           echo "extract: '\$1' - unknown archive method"       ;;
                 esac
             else
                 echo "\$1 - file does not exist"

From 7ea9ed2a927b398eded692afe3aa45ce9446d883 Mon Sep 17 00:00:00 2001
From: William Fondrie <fondriew@gmail.com>
Date: Wed, 31 Jul 2024 13:16:32 -0700
Subject: [PATCH 175/264] Use find instead of basename

---
 modules/local/decompress_dotd/main.nf | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/modules/local/decompress_dotd/main.nf b/modules/local/decompress_dotd/main.nf
index 931eafb9..35876f94 100644
--- a/modules/local/decompress_dotd/main.nf
+++ b/modules/local/decompress_dotd/main.nf
@@ -45,11 +45,11 @@ process DECOMPRESS {
         else
             if [ -f \$1 ]; then
                 case \$1 in
-                    *.tar.gz)    tar xvzf \$1 && tar dvf \$1 \$(basename \$1 .tar.gz) ;;
-                    *.gz)        gunzip \$1                                           ;;
-                    *.tar)       tar xvf \$1 && tar dvf \$1 \$(basename \$1 .tar)     ;;
-                    *.zip)       unzip \$1                                            ;;
-                    *)           echo "extract: '\$1' - unknown archive method"       ;;
+                    *.tar.gz)    tar xvzf \$1 && tar dvf \$1 \$(find . -type d -name '*[!.tar.gz]') ;;
+                    *.gz)        gunzip \$1                                                         ;;
+                    *.tar)       tar xvf \$1 && tar dvf \$1 \$(find . -type d -name '*[!.tar]')     ;;
+                    *.zip)       unzip \$1                                                          ;;
+                    *)           echo "extract: '\$1' - unknown archive method"                     ;;
                 esac
             else
                 echo "\$1 - file does not exist"

From e0f16788f592a4f9f50b7a02e43723d6e95dcf11 Mon Sep 17 00:00:00 2001
From: William Fondrie <fondriew@gmail.com>
Date: Wed, 31 Jul 2024 15:13:05 -0700
Subject: [PATCH 176/264] Add verify function

---
 modules/local/decompress_dotd/main.nf | 32 ++++++++++++++++++++++-----
 1 file changed, 27 insertions(+), 5 deletions(-)

diff --git a/modules/local/decompress_dotd/main.nf b/modules/local/decompress_dotd/main.nf
index 35876f94..96fde6d6 100644
--- a/modules/local/decompress_dotd/main.nf
+++ b/modules/local/decompress_dotd/main.nf
@@ -39,17 +39,39 @@ process DECOMPRESS {
     String prefix = task.ext.prefix ?: "${meta.mzml_id}"
 
     """
+    function verify_tar {
+        exit_code=0
+        error=$(tar df \$1 2>&1) || exit_code=$?
+        if [ \$exit_code -eq 2 ]; then
+            echo "\${error}"
+            exit 2
+        fi
+
+        case \${error} in
+            *'No such file'* )
+                echo "\${error}" | grep "No such file"
+                exit 1
+                ;;
+            *'Size differs'* )
+                echo "\${error}" | grep "Size differs"
+                exit 1
+                ;;
+        esac
+    }
+
+
+
     function extract {
         if [ -z "\$1" ]; then
             echo "Usage: extract <path/file_name>.<gz|tar|tar.bz2>"
         else
             if [ -f \$1 ]; then
                 case \$1 in
-                    *.tar.gz)    tar xvzf \$1 && tar dvf \$1 \$(find . -type d -name '*[!.tar.gz]') ;;
-                    *.gz)        gunzip \$1                                                         ;;
-                    *.tar)       tar xvf \$1 && tar dvf \$1 \$(find . -type d -name '*[!.tar]')     ;;
-                    *.zip)       unzip \$1                                                          ;;
-                    *)           echo "extract: '\$1' - unknown archive method"                     ;;
+                    *.tar.gz)    tar xvzf \$1 && validate_tar \$1               ;;
+                    *.gz)        gunzip \$1                                     ;;
+                    *.tar)       tar xvf \$1 && validate_tar \$1                ;;
+                    *.zip)       unzip \$1                                      ;;
+                    *)           echo "extract: '\$1' - unknown archive method" ;;
                 esac
             else
                 echo "\$1 - file does not exist"

From b8c3f1c26fd9d7417a1b465b382a662358b033d2 Mon Sep 17 00:00:00 2001
From: William Fondrie <fondriew@gmail.com>
Date: Wed, 31 Jul 2024 15:21:39 -0700
Subject: [PATCH 177/264] Fix shell variables

---
 modules/local/decompress_dotd/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/decompress_dotd/main.nf b/modules/local/decompress_dotd/main.nf
index 96fde6d6..97b6ba20 100644
--- a/modules/local/decompress_dotd/main.nf
+++ b/modules/local/decompress_dotd/main.nf
@@ -41,7 +41,7 @@ process DECOMPRESS {
     """
     function verify_tar {
         exit_code=0
-        error=$(tar df \$1 2>&1) || exit_code=$?
+        error=\$(tar df \$1 2>&1) || exit_code=\$?
         if [ \$exit_code -eq 2 ]; then
             echo "\${error}"
             exit 2

From 021754322aedcb77a334dec5219ad81a9906612c Mon Sep 17 00:00:00 2001
From: William Fondrie <fondriew@gmail.com>
Date: Wed, 31 Jul 2024 15:38:44 -0700
Subject: [PATCH 178/264] validate -> verify

---
 modules/local/decompress_dotd/main.nf | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/modules/local/decompress_dotd/main.nf b/modules/local/decompress_dotd/main.nf
index 97b6ba20..7529e17f 100644
--- a/modules/local/decompress_dotd/main.nf
+++ b/modules/local/decompress_dotd/main.nf
@@ -67,9 +67,9 @@ process DECOMPRESS {
         else
             if [ -f \$1 ]; then
                 case \$1 in
-                    *.tar.gz)    tar xvzf \$1 && validate_tar \$1               ;;
+                    *.tar.gz)    tar xvzf \$1 && verify_tar \$1               ;;
                     *.gz)        gunzip \$1                                     ;;
-                    *.tar)       tar xvf \$1 && validate_tar \$1                ;;
+                    *.tar)       tar xvf \$1 && verify_tar \$1                ;;
                     *.zip)       unzip \$1                                      ;;
                     *)           echo "extract: '\$1' - unknown archive method" ;;
                 esac

From 4e773d175f9427efc6269f4701669d121ad97fed Mon Sep 17 00:00:00 2001
From: William Fondrie <fondriew@gmail.com>
Date: Thu, 1 Aug 2024 10:44:26 -0700
Subject: [PATCH 179/264] Bump changelog

---
 CHANGELOG.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index da830459..7ac0e346 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -13,6 +13,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Fixed`
 
+- [#396](https://github.com/bigbio/quantms/pull/396) Added verification of tar archive unpacking to prevent silent failures.
+
 ### `Dependencies`
 
 ### `Parameters`

From 1627d202bbc6f7e15ad667c76918079778b89c89 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Fri, 2 Aug 2024 16:51:07 +0100
Subject: [PATCH 180/264] pmultiqc 0.0.24 -> 0.0.25

---
 modules/local/diannconvert/main.nf     | 6 +++---
 modules/local/pmultiqc/main.nf         | 6 +++---
 subworkflows/local/file_preparation.nf | 2 +-
 3 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/modules/local/diannconvert/main.nf b/modules/local/diannconvert/main.nf
index 2370ef83..8ef5b3d1 100644
--- a/modules/local/diannconvert/main.nf
+++ b/modules/local/diannconvert/main.nf
@@ -2,10 +2,10 @@ process DIANNCONVERT {
     tag "$meta.experiment_id"
     label 'process_medium'
 
-    conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.21"
+    conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.25"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/pmultiqc:0.0.22--pyhdfd78af_0' :
-        'biocontainers/pmultiqc:0.0.22--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/pmultiqc:0.0.25--pyhdfd78af_0' :
+        'biocontainers/pmultiqc:0.0.25--pyhdfd78af_0' }"
 
 
     input:
diff --git a/modules/local/pmultiqc/main.nf b/modules/local/pmultiqc/main.nf
index ddfcb94c..a689c17b 100644
--- a/modules/local/pmultiqc/main.nf
+++ b/modules/local/pmultiqc/main.nf
@@ -1,10 +1,10 @@
 process PMULTIQC {
     label 'process_high'
 
-    conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.24"
+    conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.25"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/pmultiqc:0.0.24--pyhdfd78af_0' :
-        'biocontainers/pmultiqc:0.0.24--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/pmultiqc:0.0.25--pyhdfd78af_0' :
+        'biocontainers/pmultiqc:0.0.25--pyhdfd78af_0' }"
 
 
     input:
diff --git a/subworkflows/local/file_preparation.nf b/subworkflows/local/file_preparation.nf
index 1762f40e..83b15c14 100644
--- a/subworkflows/local/file_preparation.nf
+++ b/subworkflows/local/file_preparation.nf
@@ -100,7 +100,7 @@ workflow FILE_PREPARATION {
 
     emit:
     results         = ch_results        // channel: [val(mzml_id), indexedmzml|.d.tar]
-    statistics      = ch_statistics     // channel: [ *_ms_info.tsv ]
+    statistics      = ch_statistics     // channel: [ *_ms_info.parquet ]
     spectrum_data   = ch_spectrum_df    // channel: [val(mzml_id), *_spectrum_df.parquet]
     version         = ch_versions       // channel: [ *.version.txt ]
 }

From 8b01868f776e477cf39fe3f06515a7322b19bec6 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Fri, 2 Aug 2024 17:14:14 +0100
Subject: [PATCH 181/264] fix bug parquet

---
 bin/psm_conversion.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/psm_conversion.py b/bin/psm_conversion.py
index db8d8e79..79ac1517 100755
--- a/bin/psm_conversion.py
+++ b/bin/psm_conversion.py
@@ -79,7 +79,7 @@ def convert_psm(idxml, spectra_file, export_decoy_psm):
     reference_file_name = os.path.splitext(
         prot_ids[0].getMetaValue("spectra_data")[0].decode("UTF-8")
     )[0]
-    spectra_df = pd.read_csv(spectra_file) if spectra_file else None
+    spectra_df = pd.read_parquet(spectra_file) if spectra_file else None
 
     for peptide_id in pep_ids:
         retention_time = peptide_id.getRT()

From 4903c83c4b8ca1ecb7f6b43e8bf5cec11dc18710 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Fri, 2 Aug 2024 19:54:08 +0100
Subject: [PATCH 182/264] fix bug parquet

---
 modules/local/extract_psm/main.nf | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/modules/local/extract_psm/main.nf b/modules/local/extract_psm/main.nf
index 8cc49f34..32f4ceb8 100644
--- a/modules/local/extract_psm/main.nf
+++ b/modules/local/extract_psm/main.nf
@@ -2,10 +2,10 @@ process PSMCONVERSION {
     tag "$meta.mzml_id"
     label 'process_medium'
 
-    conda "bioconda::pyopenms=3.1.0"
+    conda "bioconda::pmultiqc=0.0.25"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/pyopenms:3.1.0--py39h9b8898c_0' :
-        'biocontainers/pyopenms:3.1.0--py39h9b8898c_0' }"
+        'https://depot.galaxyproject.org/singularity/pmultiqc:0.0.25--pyhdfd78af_0' :
+        'biocontainers/pmultiqc:0.0.25--pyhdfd78af_0' }"
 
 
     input:

From b56d9e95dbb6cfba58b1fdec34ea536dece3c926 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Fri, 2 Aug 2024 23:16:51 +0100
Subject: [PATCH 183/264] fix bug parquet

---
 .github/workflows/ci.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 3e49dd6c..74cec043 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -68,6 +68,7 @@ jobs:
           echo "$(pwd)/micromamba/bin" >> $GITHUB_PATH
           ./bin/micromamba shell init -s bash
           echo $'channels:\n  - conda-forge\n  - bioconda\n  - defaults\nuse_lockfiles: false' >> ~/.mambarc
+          micromamba clean --all
       - name: Install Singularity with defaults
         if: matrix.exec_profile == 'singularity'
         uses: singularityhub/install-singularity@main

From bbf60d3cae016d8fc90c662e4bb95ab934633d95 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Fri, 2 Aug 2024 23:23:17 +0100
Subject: [PATCH 184/264] fix bug parquet

---
 .github/workflows/ci.yml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 74cec043..3e49dd6c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -68,7 +68,6 @@ jobs:
           echo "$(pwd)/micromamba/bin" >> $GITHUB_PATH
           ./bin/micromamba shell init -s bash
           echo $'channels:\n  - conda-forge\n  - bioconda\n  - defaults\nuse_lockfiles: false' >> ~/.mambarc
-          micromamba clean --all
       - name: Install Singularity with defaults
         if: matrix.exec_profile == 'singularity'
         uses: singularityhub/install-singularity@main

From 9634780497d9348d512fe52f4219c90bb303e027 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 3 Aug 2024 13:00:28 +0100
Subject: [PATCH 185/264] include the multiqc file types

---
 assets/multiqc_config.yml            | 30 ++++++++++++++++++----------
 modules/local/mzmlstatistics/main.nf |  4 +---
 2 files changed, 20 insertions(+), 14 deletions(-)

diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index 22d17d2f..51419dbc 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -2,18 +2,16 @@ report_comment: >
   This report has been generated by the <a href="https://github.com/nf-core/quantms/tree/dev" target="_blank">nf-core/quantms</a>
   analysis pipeline. For information about how to interpret these results, please see the
   <a href="https://nf-co.re/quantms/dev/docs/output" target="_blank">documentation</a>.
-report_section_order:
-  pmultiqc:
-    order: 1
-  "nf-core-quantms-methods-description":
-    order: -1000
-  software_versions:
-    order: -1001
-  "nf-core-quantms-summary":
-    order: -1002
 
-thousandsSep_format: ""
-export_plots: true
+custom_content:
+  order:
+    - pmultiqc
+    - nf-core-quantms-methods-description
+    - nf-core-quantms-summary
+    - software_versions
+
+thousandsSep_format: ","
+export_plots: false
 custom_logo: "./nf-core-quantms_logo_light.png"
 custom_logo_url: "https://github.com/bigbio/quantms"
 custom_logo_title: "quantms"
@@ -65,5 +63,15 @@ sp:
     fn: "general_stats.tsv"
   quantms/exp_design:
     fn: "*_design.tsv"
+  quantms/ms_info:
+    fn: "*ms_info.parquet"
+  quantms/mzML:
+    fn: "*.mzML"
+  quantms/mztab:
+    fn: "*.mzTab"
+  quantms/idXML:
+    fn: "*.idXML"
+  quantms/msstats:
+    fn: "*_msstats_in.csv"
 
 disable_version_detection: true
diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index 31bb55dd..e5f631fb 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -22,9 +22,7 @@ process MZMLSTATISTICS {
     def prefix = task.ext.prefix ?: "${meta.mzml_id}"
 
     """
-    mzml_statistics.py "${ms_file}" \\
-        $params.id_only \\
-        2>&1 | tee mzml_statistics.log
+    mzml_statistics.py "${ms_file}" \\ $params.id_only \\ 2>&1 | tee mzml_statistics.log
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":

From 393faa3925272fb86fcd8b81c1bc6761e7a12700 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 3 Aug 2024 13:37:56 +0100
Subject: [PATCH 186/264] include the multiqc file types

---
 modules/local/mzmlstatistics/main.nf | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index e5f631fb..31bb55dd 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -22,7 +22,9 @@ process MZMLSTATISTICS {
     def prefix = task.ext.prefix ?: "${meta.mzml_id}"
 
     """
-    mzml_statistics.py "${ms_file}" \\ $params.id_only \\ 2>&1 | tee mzml_statistics.log
+    mzml_statistics.py "${ms_file}" \\
+        $params.id_only \\
+        2>&1 | tee mzml_statistics.log
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":

From ea99599f2a290d6818a4fef66a42ea2ab25dae7e Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 3 Aug 2024 13:44:56 +0100
Subject: [PATCH 187/264] include the multiqc file types

---
 assets/multiqc_config.yml | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index 51419dbc..7cf9ac95 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -2,6 +2,15 @@ report_comment: >
   This report has been generated by the <a href="https://github.com/nf-core/quantms/tree/dev" target="_blank">nf-core/quantms</a>
   analysis pipeline. For information about how to interpret these results, please see the
   <a href="https://nf-co.re/quantms/dev/docs/output" target="_blank">documentation</a>.
+report_section_order:
+  "nf-core-quantms-methods-description":
+    order: -1000
+  software_versions:
+    order: -1001
+  "nf-core-quantms-summary":
+    order: -1002
+  pmultiqc:
+    order: -1003
 
 custom_content:
   order:

From c30c1766d06ce0f47650bded17c82e887724c9dd Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 3 Aug 2024 14:34:59 +0100
Subject: [PATCH 188/264] include the multiqc file types

---
 assets/multiqc_config.yml | 26 +++++++++++++++++++-------
 1 file changed, 19 insertions(+), 7 deletions(-)

diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index 7cf9ac95..bdb472ed 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -16,11 +16,11 @@ custom_content:
   order:
     - pmultiqc
     - nf-core-quantms-methods-description
-    - nf-core-quantms-summary
     - software_versions
+    - nf-core-quantms-summary
 
 thousandsSep_format: ","
-export_plots: false
+export_plots: true
 custom_logo: "./nf-core-quantms_logo_light.png"
 custom_logo_url: "https://github.com/bigbio/quantms"
 custom_logo_title: "quantms"
@@ -72,15 +72,27 @@ sp:
     fn: "general_stats.tsv"
   quantms/exp_design:
     fn: "*_design.tsv"
-  quantms/ms_info:
-    fn: "*ms_info.parquet"
-  quantms/mzML:
-    fn: "*.mzML"
+  quantms/sdrf:
+    fn: "*.sdrf.tsv"
   quantms/mztab:
     fn: "*.mzTab"
+    num_lines: 0
+  quantms/mzML:
+    fn: "*.mzML"
+    num_lines: 0
+  quantms/ms_info:
+    fn: "*_ms_info.parquet"
+    num_lines: 0
   quantms/idXML:
     fn: "*.idXML"
+    num_lines: 0
   quantms/msstats:
-    fn: "*_msstats_in.csv"
+    fn: "*msstats_in.csv"
+    num_lines: 0
+  quantms/diann_report:
+    fn: "*report.tsv"
+    num_lines: 0
+
+
 
 disable_version_detection: true

From cffbf62221fa732136d66719daf18dd49ae1088b Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 3 Aug 2024 14:38:03 +0100
Subject: [PATCH 189/264] include the multiqc file types

---
 assets/multiqc_config.yml | 2 --
 1 file changed, 2 deletions(-)

diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index bdb472ed..9fee28eb 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -93,6 +93,4 @@ sp:
     fn: "*report.tsv"
     num_lines: 0
 
-
-
 disable_version_detection: true

From 671ce791962aaed8aa95fea8878c27aae147f273 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 3 Aug 2024 14:45:56 +0100
Subject: [PATCH 190/264] include the multiqc file types

---
 assets/multiqc_config.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index 9fee28eb..fba4b63d 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -3,14 +3,14 @@ report_comment: >
   analysis pipeline. For information about how to interpret these results, please see the
   <a href="https://nf-co.re/quantms/dev/docs/output" target="_blank">documentation</a>.
 report_section_order:
+  pmultiqc:
+    order: 1
   "nf-core-quantms-methods-description":
     order: -1000
   software_versions:
     order: -1001
   "nf-core-quantms-summary":
     order: -1002
-  pmultiqc:
-    order: -1003
 
 custom_content:
   order:

From 0b91753a0285e0dadfc48d41b656546fe2aa989b Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 3 Aug 2024 22:51:54 +0800
Subject: [PATCH 191/264] Update multiqc_config.yml

---
 assets/multiqc_config.yml | 9 +--------
 1 file changed, 1 insertion(+), 8 deletions(-)

diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index fba4b63d..9336fab8 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -4,7 +4,7 @@ report_comment: >
   <a href="https://nf-co.re/quantms/dev/docs/output" target="_blank">documentation</a>.
 report_section_order:
   pmultiqc:
-    order: 1
+    order: 1000
   "nf-core-quantms-methods-description":
     order: -1000
   software_versions:
@@ -12,13 +12,6 @@ report_section_order:
   "nf-core-quantms-summary":
     order: -1002
 
-custom_content:
-  order:
-    - pmultiqc
-    - nf-core-quantms-methods-description
-    - software_versions
-    - nf-core-quantms-summary
-
 thousandsSep_format: ","
 export_plots: true
 custom_logo: "./nf-core-quantms_logo_light.png"

From 6b9305b819fc327ec8f3644ea7edba626eb6b8fe Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 3 Aug 2024 16:26:32 +0100
Subject: [PATCH 192/264] trying with mamba

---
 .github/workflows/ci.yml | 31 +++++++++++++++++++------------
 1 file changed, 19 insertions(+), 12 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 3e49dd6c..71b2e75f 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -58,16 +58,23 @@ jobs:
       - name: Disk space cleanup
         uses: jlumbroso/free-disk-space@54081f138730dfa15788a46383842cd2f914a1be # v1.3.1
 
-      - name: Install micromamba
-        env:
-          MAMBA_ROOT_PREFIX: ${{ github.workspace }}/.micromamba
-        if: matrix.exec_profile == 'conda'
+      - name: Set up miniconda
+        if: matrix.profile == 'conda'
+        uses: conda-incubator/setup-miniconda@a4260408e20b96e80095f42ff7f1a15b27dd94ca # v3
+        with:
+          miniconda-version: "latest"
+          auto-update-conda: true
+          channels: conda-forge,bioconda,defaults
+
+      - name: Conda setup
+        if: matrix.profile == 'conda'
         run: |
-          wget -qO- https://micromamba.snakepit.net/api/micromamba/linux-64/latest | tar -xvj bin/micromamba
-          echo "$(pwd)/bin" >> $GITHUB_PATH
-          echo "$(pwd)/micromamba/bin" >> $GITHUB_PATH
-          ./bin/micromamba shell init -s bash
-          echo $'channels:\n  - conda-forge\n  - bioconda\n  - defaults\nuse_lockfiles: false' >> ~/.mambarc
+            conda clean -a
+            conda install -n base conda-libmamba-solver
+            conda config --set solver libmamba
+            echo $(realpath $CONDA)/condabin >> $GITHUB_PATH
+            echo $(realpath python) >> $GITHUB_PATH
+
       - name: Install Singularity with defaults
         if: matrix.exec_profile == 'singularity'
         uses: singularityhub/install-singularity@main
@@ -79,14 +86,14 @@ jobs:
         run: |
           nextflow run ${GITHUB_WORKSPACE} -profile $TEST_PROFILE,$EXEC_PROFILE --outdir ${TEST_PROFILE}_${EXEC_PROFILE}_results
       - name: Run pipeline with test data in conda profile (and single-threaded)
-        env:
-          MAMBA_ROOT_PREFIX: ${{ github.workspace }}/.micromamba
+#        env:
+#          MAMBA_ROOT_PREFIX: ${{ github.workspace }}/.micromamba
         if: matrix.exec_profile == 'conda'
         # TODO nf-core: You can customise CI pipeline run tests as required
         # For example: adding multiple test runs with different parameters
         # Remember that you can parallelise this by using strategy.matrix
         run: |
-          nextflow run ${GITHUB_WORKSPACE} -profile $TEST_PROFILE,micromamba --outdir ${TEST_PROFILE}_${EXEC_PROFILE}_results
+          nextflow run ${GITHUB_WORKSPACE} -profile $TEST_PROFILE,mamba --outdir ${TEST_PROFILE}_${EXEC_PROFILE}_results
       - name: Run pipeline with test data in singularity profile
         if: matrix.exec_profile == 'singularity'
         # TODO nf-core: You can customise CI pipeline run tests as required

From f1dcb5ae598623e29cbb39b4f21b4da481e85307 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 3 Aug 2024 16:34:11 +0100
Subject: [PATCH 193/264] trying with mamba

---
 .github/workflows/ci.yml | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 71b2e75f..591a6ce0 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -69,11 +69,11 @@ jobs:
       - name: Conda setup
         if: matrix.profile == 'conda'
         run: |
-            conda clean -a
-            conda install -n base conda-libmamba-solver
-            conda config --set solver libmamba
-            echo $(realpath $CONDA)/condabin >> $GITHUB_PATH
-            echo $(realpath python) >> $GITHUB_PATH
+          conda clean -a
+          conda install -n base conda-libmamba-solver
+          conda config --set solver libmamba
+          echo $(realpath $CONDA)/condabin >> $GITHUB_PATH
+          echo $(realpath python) >> $GITHUB_PATH
 
       - name: Install Singularity with defaults
         if: matrix.exec_profile == 'singularity'
@@ -86,8 +86,8 @@ jobs:
         run: |
           nextflow run ${GITHUB_WORKSPACE} -profile $TEST_PROFILE,$EXEC_PROFILE --outdir ${TEST_PROFILE}_${EXEC_PROFILE}_results
       - name: Run pipeline with test data in conda profile (and single-threaded)
-#        env:
-#          MAMBA_ROOT_PREFIX: ${{ github.workspace }}/.micromamba
+        #        env:
+        #          MAMBA_ROOT_PREFIX: ${{ github.workspace }}/.micromamba
         if: matrix.exec_profile == 'conda'
         # TODO nf-core: You can customise CI pipeline run tests as required
         # For example: adding multiple test runs with different parameters

From a62a9eb97803179cd8b0083641dc44102509c65f Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 3 Aug 2024 16:40:57 +0100
Subject: [PATCH 194/264] trying with mamba

---
 .github/workflows/ci.yml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 591a6ce0..467c7fe0 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -59,7 +59,7 @@ jobs:
         uses: jlumbroso/free-disk-space@54081f138730dfa15788a46383842cd2f914a1be # v1.3.1
 
       - name: Set up miniconda
-        if: matrix.profile == 'conda'
+        if: matrix.exec_profile == 'conda'
         uses: conda-incubator/setup-miniconda@a4260408e20b96e80095f42ff7f1a15b27dd94ca # v3
         with:
           miniconda-version: "latest"
@@ -67,11 +67,12 @@ jobs:
           channels: conda-forge,bioconda,defaults
 
       - name: Conda setup
-        if: matrix.profile == 'conda'
+        if: matrix.exec_profile == 'conda'
         run: |
           conda clean -a
           conda install -n base conda-libmamba-solver
           conda config --set solver libmamba
+          conda install conda-forge::mamba
           echo $(realpath $CONDA)/condabin >> $GITHUB_PATH
           echo $(realpath python) >> $GITHUB_PATH
 

From 6085ed71b20aef4bbc6100f9996649f9f366f4a5 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 3 Aug 2024 16:52:37 +0100
Subject: [PATCH 195/264] trying with mamba

---
 .github/workflows/ci.yml | 32 ++++++++++++--------------------
 1 file changed, 12 insertions(+), 20 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 467c7fe0..ac4f37c1 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -58,24 +58,16 @@ jobs:
       - name: Disk space cleanup
         uses: jlumbroso/free-disk-space@54081f138730dfa15788a46383842cd2f914a1be # v1.3.1
 
-      - name: Set up miniconda
-        if: matrix.exec_profile == 'conda'
-        uses: conda-incubator/setup-miniconda@a4260408e20b96e80095f42ff7f1a15b27dd94ca # v3
-        with:
-          miniconda-version: "latest"
-          auto-update-conda: true
-          channels: conda-forge,bioconda,defaults
-
-      - name: Conda setup
+      - name: Install micromamba
+        env:
+          MAMBA_ROOT_PREFIX: ${{ github.workspace }}/.micromamba
         if: matrix.exec_profile == 'conda'
         run: |
-          conda clean -a
-          conda install -n base conda-libmamba-solver
-          conda config --set solver libmamba
-          conda install conda-forge::mamba
-          echo $(realpath $CONDA)/condabin >> $GITHUB_PATH
-          echo $(realpath python) >> $GITHUB_PATH
-
+          wget -qO- https://micromamba.snakepit.net/api/micromamba/linux-64/latest | tar -xvj bin/micromamba
+          echo "$(pwd)/bin" >> $GITHUB_PATH
+          echo "$(pwd)/micromamba/bin" >> $GITHUB_PATH
+          ./bin/micromamba shell init -s bash
+          echo $'channels:\n  - conda-forge\n  - bioconda\n  - defaults\nuse_lockfiles: false' >> ~/.mambarc
       - name: Install Singularity with defaults
         if: matrix.exec_profile == 'singularity'
         uses: singularityhub/install-singularity@main
@@ -87,14 +79,14 @@ jobs:
         run: |
           nextflow run ${GITHUB_WORKSPACE} -profile $TEST_PROFILE,$EXEC_PROFILE --outdir ${TEST_PROFILE}_${EXEC_PROFILE}_results
       - name: Run pipeline with test data in conda profile (and single-threaded)
-        #        env:
-        #          MAMBA_ROOT_PREFIX: ${{ github.workspace }}/.micromamba
-        if: matrix.exec_profile == 'conda'
+        env:
+          MAMBA_ROOT_PREFIX: ${{ github.workspace }}/.micromamba
+        if: matrix.exec_profile == 'conda' && ${TEST_PROFILE} == 'test_lfq'
         # TODO nf-core: You can customise CI pipeline run tests as required
         # For example: adding multiple test runs with different parameters
         # Remember that you can parallelise this by using strategy.matrix
         run: |
-          nextflow run ${GITHUB_WORKSPACE} -profile $TEST_PROFILE,mamba --outdir ${TEST_PROFILE}_${EXEC_PROFILE}_results
+          nextflow run ${GITHUB_WORKSPACE} -profile $TEST_PROFILE,micromamba --outdir ${TEST_PROFILE}_${EXEC_PROFILE}_results
       - name: Run pipeline with test data in singularity profile
         if: matrix.exec_profile == 'singularity'
         # TODO nf-core: You can customise CI pipeline run tests as required

From cf521a4d28811c683abf46d66c853bb2f2c98db3 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 3 Aug 2024 17:02:54 +0100
Subject: [PATCH 196/264] citation

---
 README.md | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 2c7a34e5..ec8f2151 100644
--- a/README.md
+++ b/README.md
@@ -126,7 +126,17 @@ If you would like to contribute to this pipeline, please see the [contributing g
 
 For further information or help, don't hesitate to get in touch on the [Slack `#quantms` channel](https://nfcore.slack.com/channels/quantms) (you can join with [this invite](https://nf-co.re/join/slack)).
 
-## Citations
+## How to cite
+
+If you use **bigbio/quantms** for your analysis, please cite it using the following citation:
+
+> **quantms: a cloud-based pipeline for quantitative proteomics enables the reanalysis of public proteomics data**
+>
+> Chengxin Dai, Julianus Pfeuffer, Hong Wang, Ping Zheng, Lukas Käll, Timo Sachsenberg, Vadim Demichev, Mingze Bai, Oliver Kohlbacher & Yasset Perez-Riverol
+>
+> _Nat Methods._ 2024 July 4. doi: [10.1038/s41592-024-02343-1](https://doi.org/10.1038/s41592-024-02343-1).
+
+## Other citations
 
 <!-- TODO nf-core: Add citation for pipeline after first release. Uncomment lines below and update Zenodo doi and badge at the top of this file. -->
 <!-- If you use nf-core/quantms for your analysis, please cite it using the following doi: [10.5281/zenodo.7754148](https://doi.org/10.5281/zenodo.7754148) -->

From 67bfc0b692031a79f30f358ae19d2c37595b9adf Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 3 Aug 2024 17:04:38 +0100
Subject: [PATCH 197/264] citation

---
 .github/workflows/ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index ac4f37c1..3e49dd6c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -81,7 +81,7 @@ jobs:
       - name: Run pipeline with test data in conda profile (and single-threaded)
         env:
           MAMBA_ROOT_PREFIX: ${{ github.workspace }}/.micromamba
-        if: matrix.exec_profile == 'conda' && ${TEST_PROFILE} == 'test_lfq'
+        if: matrix.exec_profile == 'conda'
         # TODO nf-core: You can customise CI pipeline run tests as required
         # For example: adding multiple test runs with different parameters
         # Remember that you can parallelise this by using strategy.matrix

From d59fcbe5bbfe50910a64450ea0c76dabfb348eec Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 3 Aug 2024 17:06:38 +0100
Subject: [PATCH 198/264] ci/cd reduced for conda

---
 .github/workflows/ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 3e49dd6c..21d19b86 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -37,7 +37,7 @@ jobs:
         test_profile: ["test_lfq", "test_lfq_sage", "test_dia", "test_localize", "test_tmt", "test_dda_id"]
         exec_profile: ["docker", "conda"]
         exclude:
-          - test_profile: test_dia
+          - test_profile: test_dia, test_localize, test_tmt, test_dda_id, test_lfq_sage
             exec_profile: conda
           - test_profile: test_localize
             exec_profile: conda

From b1dc57ccbd089a022b45439c705552a7ddaabad3 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 3 Aug 2024 17:14:47 +0100
Subject: [PATCH 199/264] sdrf-pipelines to 0.0.28

---
 modules/local/extract_sample/main.nf     | 6 +++---
 modules/local/generate_diann_cfg/main.nf | 6 +++---
 modules/local/preprocess_expdesign.nf    | 6 +++---
 modules/local/samplesheet_check.nf       | 6 +++---
 modules/local/sdrfparsing/main.nf        | 6 +++---
 5 files changed, 15 insertions(+), 15 deletions(-)

diff --git a/modules/local/extract_sample/main.nf b/modules/local/extract_sample/main.nf
index 9781ae26..b9f1707e 100644
--- a/modules/local/extract_sample/main.nf
+++ b/modules/local/extract_sample/main.nf
@@ -2,10 +2,10 @@ process GETSAMPLE {
     tag "$design.Name"
     label 'process_low'
 
-    conda "bioconda::sdrf-pipelines=0.0.25"
+    conda "bioconda::sdrf-pipelines=0.0.28"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.25--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.25--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.28--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.28--pyhdfd78af_0' }"
 
 
     input:
diff --git a/modules/local/generate_diann_cfg/main.nf b/modules/local/generate_diann_cfg/main.nf
index fcd337e8..043dacb9 100644
--- a/modules/local/generate_diann_cfg/main.nf
+++ b/modules/local/generate_diann_cfg/main.nf
@@ -2,10 +2,10 @@ process GENERATE_DIANN_CFG {
     tag "$meta.experiment_id"
     label 'process_low'
 
-    conda 'conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.22'
+    conda 'conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.28'
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.22--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.22--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.28--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.28--pyhdfd78af_0' }"
 
 
     input:
diff --git a/modules/local/preprocess_expdesign.nf b/modules/local/preprocess_expdesign.nf
index f6902da0..81edb63c 100644
--- a/modules/local/preprocess_expdesign.nf
+++ b/modules/local/preprocess_expdesign.nf
@@ -6,10 +6,10 @@ process PREPROCESS_EXPDESIGN {
     tag "$design.Name"
     label 'process_low'
 
-    conda "bioconda::sdrf-pipelines=0.0.27"
+    conda "bioconda::sdrf-pipelines=0.0.28"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.27--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.27--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.28--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.28--pyhdfd78af_0' }"
 
     input:
     path design
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index f6c7bc1b..a91781cf 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -3,10 +3,10 @@ process SAMPLESHEET_CHECK {
     tag "$input_file"
     label 'process_single'
 
-    conda "bioconda::sdrf-pipelines=0.0.27"
+    conda "bioconda::sdrf-pipelines=0.0.28"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.27--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.27--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.28--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.28--pyhdfd78af_0' }"
 
     input:
     path input_file
diff --git a/modules/local/sdrfparsing/main.nf b/modules/local/sdrfparsing/main.nf
index 2a425c11..7f33a3dc 100644
--- a/modules/local/sdrfparsing/main.nf
+++ b/modules/local/sdrfparsing/main.nf
@@ -2,10 +2,10 @@ process SDRFPARSING {
     tag "$sdrf.Name"
     label 'process_low'
 
-    conda "conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.27"
+    conda "conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.28"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.27--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.27--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.28--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.28--pyhdfd78af_0' }"
 
     input:
     path sdrf

From f0872267002e001b83c490d01eb5f23574f6b96b Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 3 Aug 2024 17:56:29 +0100
Subject: [PATCH 200/264] sdrf-pipelines to 0.0.28

---
 .github/workflows/ci.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 21d19b86..95640549 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -37,7 +37,7 @@ jobs:
         test_profile: ["test_lfq", "test_lfq_sage", "test_dia", "test_localize", "test_tmt", "test_dda_id"]
         exec_profile: ["docker", "conda"]
         exclude:
-          - test_profile: test_dia, test_localize, test_tmt, test_dda_id, test_lfq_sage
+          - test_profile: test_dia
             exec_profile: conda
           - test_profile: test_localize
             exec_profile: conda
@@ -46,6 +46,8 @@ jobs:
         include:
           - test_profile: test_latest_dia
             exec_profile: singularity
+          - test_profile: test_lfq
+            exec_profile: conda
     steps:
       - name: Check out pipeline code
         uses: actions/checkout@v4

From c3511c9853dd6813205559dacf3e995f0d7e9469 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 3 Aug 2024 23:54:25 +0100
Subject: [PATCH 201/264] sdrf-pipelines to 0.0.28

---
 .github/workflows/ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 95640549..fc370376 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -35,7 +35,7 @@ jobs:
           - "23.04.0"
           - "latest-everything"
         test_profile: ["test_lfq", "test_lfq_sage", "test_dia", "test_localize", "test_tmt", "test_dda_id"]
-        exec_profile: ["docker", "conda"]
+        exec_profile: ["docker"]
         exclude:
           - test_profile: test_dia
             exec_profile: conda

From ed807a7a4f03c2f7138360e235705ae901c115fc Mon Sep 17 00:00:00 2001
From: William Fondrie <fondriew@gmail.com>
Date: Mon, 5 Aug 2024 11:25:46 -0700
Subject: [PATCH 202/264] Fix consistency of random file selection

---
 nextflow.config      | 1 +
 nextflow_schema.json | 6 ++++++
 workflows/dia.nf     | 5 +++--
 3 files changed, 10 insertions(+), 2 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index fb96aa3d..2741a645 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -197,6 +197,7 @@ params {
     skip_preliminary_analysis    = false
     empirical_assembly_log       = null
     random_preanalysis           = false
+    random_preanalysis_seed      = 42
     empirical_assembly_ms_n      = 200
 
 
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 1b876c59..28cc6043 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -1059,6 +1059,12 @@
                     "default": false,
                     "fa_icon": "far fa-check-square"
                 },
+                "random_preanalysis_seed": {
+                    "type": "integer",
+                    "description": "Set the random seed for the random selection of spectrum files to generate the empirical library.",
+                    "default": 42,
+                    "fa_icon": false
+                },
                 "empirical_assembly_ms_n": {
                     "type": "integer",
                     "description": "The number of randomly selected spectrum files.",
diff --git a/workflows/dia.nf b/workflows/dia.nf
index 64b49325..95c98073 100644
--- a/workflows/dia.nf
+++ b/workflows/dia.nf
@@ -76,9 +76,10 @@ workflow DIA {
         // MODULE: DIANN_PRELIMINARY_ANALYSIS
         //
         if (params.random_preanalysis) {
-            preanalysis_seed = 2024
             preanalysis_subset = ch_file_preparation_results
-                .randomSample(params.empirical_assembly_ms_n, preanalysis_seed)
+                .toSortedList()
+                .flatten()
+                .randomSample(params.empirical_assembly_ms_n, params.random_preanalysis_seed)
             empirical_lib_files = preanalysis_subset
                 .map { result -> result[1] }
                 .collect()

From 8c3673794e0baec106bfed942ba3ed21301b44a2 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 5 Aug 2024 20:07:48 +0100
Subject: [PATCH 203/264] sdrf-pipelines to 0.0.29

---
 modules/local/extract_sample/main.nf     | 6 +++---
 modules/local/generate_diann_cfg/main.nf | 6 +++---
 modules/local/preprocess_expdesign.nf    | 6 +++---
 modules/local/samplesheet_check.nf       | 6 +++---
 modules/local/sdrfparsing/main.nf        | 6 +++---
 5 files changed, 15 insertions(+), 15 deletions(-)

diff --git a/modules/local/extract_sample/main.nf b/modules/local/extract_sample/main.nf
index b9f1707e..a1b243ce 100644
--- a/modules/local/extract_sample/main.nf
+++ b/modules/local/extract_sample/main.nf
@@ -2,10 +2,10 @@ process GETSAMPLE {
     tag "$design.Name"
     label 'process_low'
 
-    conda "bioconda::sdrf-pipelines=0.0.28"
+    conda "bioconda::sdrf-pipelines=0.0.29"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.28--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.28--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.29--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.29--pyhdfd78af_0' }"
 
 
     input:
diff --git a/modules/local/generate_diann_cfg/main.nf b/modules/local/generate_diann_cfg/main.nf
index 043dacb9..9cddd307 100644
--- a/modules/local/generate_diann_cfg/main.nf
+++ b/modules/local/generate_diann_cfg/main.nf
@@ -2,10 +2,10 @@ process GENERATE_DIANN_CFG {
     tag "$meta.experiment_id"
     label 'process_low'
 
-    conda 'conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.28'
+    conda 'conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.29'
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.28--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.28--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.29--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.29--pyhdfd78af_0' }"
 
 
     input:
diff --git a/modules/local/preprocess_expdesign.nf b/modules/local/preprocess_expdesign.nf
index 81edb63c..61842c08 100644
--- a/modules/local/preprocess_expdesign.nf
+++ b/modules/local/preprocess_expdesign.nf
@@ -6,10 +6,10 @@ process PREPROCESS_EXPDESIGN {
     tag "$design.Name"
     label 'process_low'
 
-    conda "bioconda::sdrf-pipelines=0.0.28"
+    conda "bioconda::sdrf-pipelines=0.0.29"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.28--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.28--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.29--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.29--pyhdfd78af_0' }"
 
     input:
     path design
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index a91781cf..5934c04c 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -3,10 +3,10 @@ process SAMPLESHEET_CHECK {
     tag "$input_file"
     label 'process_single'
 
-    conda "bioconda::sdrf-pipelines=0.0.28"
+    conda "bioconda::sdrf-pipelines=0.0.29"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.28--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.28--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.29--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.29--pyhdfd78af_0' }"
 
     input:
     path input_file
diff --git a/modules/local/sdrfparsing/main.nf b/modules/local/sdrfparsing/main.nf
index 7f33a3dc..c90a6f9a 100644
--- a/modules/local/sdrfparsing/main.nf
+++ b/modules/local/sdrfparsing/main.nf
@@ -2,10 +2,10 @@ process SDRFPARSING {
     tag "$sdrf.Name"
     label 'process_low'
 
-    conda "conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.28"
+    conda "conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.29"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.28--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.28--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.29--pyhdfd78af_0' :
+        'biocontainers/sdrf-pipelines:0.0.29--pyhdfd78af_0' }"
 
     input:
     path sdrf

From b8117bd18ef843c9f2f1ccc6ac83c70c81e3c702 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 6 Aug 2024 09:20:37 +0100
Subject: [PATCH 204/264] small change in experimental design validation

---
 bin/check_samplesheet.py | 157 +++++++++++++++++++++++++++++----------
 1 file changed, 119 insertions(+), 38 deletions(-)

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index 3cb2b2fa..60027487 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -3,31 +3,25 @@
 # nf-core: Update the script to check the sdrf
 # This script is based on the example at: https://raw.githubusercontent.com/nf-core/test-datasets/viralrecon/samplesheet/samplesheet_test_illumina_amplicon.csv
 
-import argparse
 import errno
 import os
 import sys
 
+import click
 import pandas as pd
 from sdrf_pipelines.sdrf.sdrf import SdrfDataFrame
 from sdrf_pipelines.sdrf.sdrf_schema import DEFAULT_TEMPLATE, MASS_SPECTROMETRY
 
+CONTEXT_SETTINGS = dict(help_option_names=["-h", "--help"])
 
-def parse_args(args=None):
-    Description = "Reformat nf-core/quantms sdrf file and check its contents."
-    Epilog = "Example usage: python validate_sdrf.py <sdrf> <check_ms>"
 
-    parser = argparse.ArgumentParser(description=Description, epilog=Epilog)
-    parser.add_argument("SDRF", help="SDRF/Expdesign file to be validated")
-    parser.add_argument("ISSDRF", help="SDRF file or Expdesign file")
-    parser.add_argument("VALIDATE_ONTOLOGIES", help="Validate ontology terms.")
-    parser.add_argument(
-        "--CHECK_MS",
-        help="check mass spectrometry fields in SDRF.",
-        action="store_true",
-    )
-
-    return parser.parse_args(args)
+@click.group(context_settings=CONTEXT_SETTINGS)
+def cli():
+    """
+    This is the main tool that gives access to all commands to convert SDRF files into pipelines-specific configuration
+    files.
+    """
+    pass
 
 
 def make_dir(path):
@@ -49,26 +43,50 @@ def print_error(error, context="Line", context_str=""):
     sys.exit(1)
 
 
-def check_sdrf(check_ms, sdrf, validate_ontologies):
-    df = SdrfDataFrame.parse(sdrf)
-    if validate_ontologies:
-        errors = df.validate(DEFAULT_TEMPLATE)
-        if check_ms:
-            errors = errors + df.validate(MASS_SPECTROMETRY)
-        for error in errors:
-            print(error)
-        if not errors:
-            print("Everying seems to be fine. Well done.")
-        else:
-            print("There were validation errors!")
-    else:
-        errors = False
-        print("No ontology term validation was performed.")
+def check_sdrf(
+    input_sdrf: str,
+    skip_ms_validation: bool = False,
+    skip_factor_validation: bool = False,
+    skip_experimental_design_validation: bool = False,
+    use_ols_cache_only: bool = False,
+    skip_sdrf_validation: bool = False,
+):
+    """
+    Check the SDRF file for errors. If any errors are found, print them and exit with a non-zero status code.
+    @param input_sdrf: Path to the SDRF file to check
+    @param skip_ms_validation: Disable the validation of mass spectrometry fields in SDRF (e.g. posttranslational modifications)
+    @param skip_factor_validation: Disable the validation of factor values in SDRF
+    @param skip_experimental_design_validation: Disable the validation of experimental design
+    @param use_ols_cache_only: Use ols cache for validation of the terms and not OLS internet service
+    @param skip_sdrf_validation: Disable the validation of SDRF
+    """
+    if skip_sdrf_validation:
+        print("No SDRF validation was performed.")
+        sys.exit(0)
+
+    df = SdrfDataFrame.parse(input_sdrf)
+    errors = df.validate(DEFAULT_TEMPLATE, use_ols_cache_only)
+
+    if not skip_ms_validation:
+        errors = errors + df.validate(MASS_SPECTROMETRY, use_ols_cache_only)
+
+    if not skip_factor_validation:
+        errors = errors + df.validate_factor_values()
+
+    if not skip_experimental_design_validation:
+        errors = errors + df.validate_experimental_design()
+
+    for error in errors:
+        print(error)
 
     sys.exit(bool(errors))
 
 
 def check_expdesign(expdesign):
+    """
+    Check the expdesign file for errors. If any errors are found, print them and exit with a non-zero status code.
+    @param expdesign: Path to the expdesign file to check
+    """
     data = pd.read_csv(expdesign, sep="\t", header=0, dtype=str)
     data = data.dropna()
     schema_file = ["Fraction_Group", "Fraction", "Spectra_Filepath", "Label", "Sample"]
@@ -109,7 +127,7 @@ def check_expdesign(expdesign):
         print("MSstats_Mixture column missed in ISO experiments")
         sys.exit(1)
 
-    # check logical problem: may be improved
+    # check a logical problem: may be improved
     check_expdesign_logic(data, s_DataFrame)
 
 
@@ -128,15 +146,78 @@ def check_expdesign_logic(fTable, sTable):
         sys.exit(1)
 
 
-def main(args=None):
+@click.command(
+    "validate", short_help="Reformat nf-core/quantms sdrf file and check its contents."
+)
+@click.option("--exp_design", help="SDRF/Expdesign file to be validated")
+@click.option("--is_sdrf", help="SDRF file or Expdesign file", is_flag=True)
+@click.option(
+    "--skip_sdrf_validation", help="Disable the validation of SDRF", is_flag=True
+)
+@click.option(
+    "--skip_ms_validation",
+    help="Disable the validation of mass spectrometry fields in SDRF (e.g. posttranslational modifications)",
+    is_flag=True,
+)
+@click.option(
+    "--skip_factor_validation",
+    help="Disable the validation of factor values in SDRF",
+    is_flag=True,
+)
+@click.option(
+    "--skip_experimental_design_validation",
+    help="Disable the validation of experimental design",
+    is_flag=True,
+)
+@click.option(
+    "--use_ols_cache_only",
+    help="Use ols cache for validation of the terms and not OLS internet service",
+    is_flag=True,
+)
+def validate(
+    exp_design: str,
+    is_sdrf: bool = False,
+    skip_sdrf_validation: bool = False,
+    skip_ms_validation: bool = False,
+    skip_factor_validation: bool = False,
+    skip_experimental_design_validation: bool = False,
+    use_ols_cache_only: bool = False,
+):
+    """
+    Reformat nf-core/quantms sdrf file and check its contents.
+    @param exp_design: SDRF/Expdesign file to be validated
+    @param is_sdrf: SDRF file or Expdesign file
+    @param skip_sdrf_validation: Disable the validation of SDRF
+    @param skip_ms_validation: Disable the validation of mass spectrometry fields in SDRF (e.g. posttranslational modifications)
+    @param skip_factor_validation: Disable the validation of factor values in SDRF
+    @param skip_experimental_design_validation: Disable the validation of experimental design
+    @param use_ols_cache_only: Use ols cache for validation of the terms and not OLS internet service
+
+    """
     # TODO validate expdesign file
-    args = parse_args(args)
-
-    if args.ISSDRF == "true":
-        check_sdrf(args.CHECK_MS, args.SDRF, args.VALIDATE_ONTOLOGIES == "true")
+    if is_sdrf:
+        check_sdrf(
+            input_sdrf=exp_design,
+            skip_sdrf_validation=skip_sdrf_validation,
+            skip_ms_validation=skip_ms_validation,
+            skip_factor_validation=skip_factor_validation,
+            skip_experimental_design_validation=skip_experimental_design_validation,
+            use_ols_cache_only=use_ols_cache_only,
+        )
     else:
-        check_expdesign(args.SDRF)
+        check_expdesign(input)
+
+
+cli.add_command(validate)
+
+
+def main():
+    try:
+        cli()
+    except SystemExit as e:
+        if e.code != 0:
+            raise
 
 
 if __name__ == "__main__":
-    sys.exit(main())
+    main()

From 39c6b6646c406978c77d094c620e7f7e38940175 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 6 Aug 2024 09:50:37 +0100
Subject: [PATCH 205/264] small change in experimental design validation

---
 modules/local/samplesheet_check.nf | 13 ++++++++++-
 nextflow.config                    |  8 +++++--
 nextflow_schema.json               | 35 +++++++++++++++++++++++++++++-
 3 files changed, 52 insertions(+), 4 deletions(-)

diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index 5934c04c..a793fd7c 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -24,9 +24,20 @@ process SAMPLESHEET_CHECK {
     script: // This script is bundled with the pipeline, in nf-core/quantms/bin/
     // TODO validate experimental design file
     def args = task.ext.args ?: ''
+    def skip_sdrf_validation = params.skip_sdrf_validation == true ? "--skip_sdrf_validation" : ""
+    def skip_ms_validation = params.skip_ms_validation == true ? "--skip_ms_validation" : ""
+    def skip_factor_validation = params.skip_factor_validation == true ? "--skip_factor_validation" : ""
+    def skip_experimental_design_validation = params.skip_experimental_design_validation == true ? "--skip_experimental_design_validation" : ""
+    def use_ols_cache_only = params.use_ols_cache_only == true ? "--use_ols_cache_only" : ""
 
     """
-    check_samplesheet.py "${input_file}" ${is_sdrf} ${validate_ontologies} --CHECK_MS 2>&1 | tee input_check.log
+    check_samplesheet.py --exp_design "${input_file}" \\
+    --is_sdrf ${is_sdrf} \\
+    ${skip_sdrf_validation} \\
+    ${skip_ms_validation} \\
+    ${skip_factor_validation} \\
+    ${skip_experimental_design_validation} \\
+    ${use_ols_cache_only} 2>&1 | tee input_check.log
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/nextflow.config b/nextflow.config
index fb96aa3d..a773e4d5 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -17,9 +17,13 @@ params {
     acquisition_method = null
     id_only            = false
 
-    // Input options
+    // Input options and validation of sdrf files
     input                      = null
-    validate_ontologies        = true
+    validate_ontologies        = true // Enable to validate ontology terms in the SDRF
+    skip_ms_validation         = false // Skip the validation of the MS metadata in the SDRF
+    skip_factor_validation     = false // Skip factor values validation, factor values are important for downstream analysis
+    skip_experimental_design_validation = false // Skip the validation of the experimental design in the SDRF (replicates, etc)
+    use_ols_cache_only         = true // Use only the OLS cache for ontology validation (no network requests)
 
     // Tools flags
     posterior_probabilities  = 'percolator'
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 1b876c59..4f228260 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -70,12 +70,45 @@
                     "description": "Whether export PSM from decoy in final identification results",
                     "fa_icon": "far fa-check-square",
                     "help_text": "Whether export PSM from decoy in final identification results for dda_id subworkflow for specific cases."
-                },
+                }
+            }
+        },
+        "sdrf_validation": {
+            "title": "SDRF validation",
+            "type": "object",
+            "description": "Settings for validating the input SDRF file.",
+            "default": "",
+            "properties": {
                 "validate_ontologies": {
                     "type": "boolean",
                     "description": "Check that ontology terms in an input SDRF file exist.",
                     "fa_icon": "far fa-check-square",
                     "help_text": "If false, only a basic readability check is performed on an input SDRF file. This option is useful when ontology providers are inaccessible."
+                },
+                "skip_ms_validation": {
+                    "type": "boolean",
+                    "description": "Skip validation of mass spectrometry files.",
+                    "fa_icon": "far fa-check-square",
+                    "help_text": "Skip validation of mass spectrometry metadata, including PTMs, tolerances or enzymes. Only useful if your metadata is correct but the terms are not in ontologies."
+                },
+                "skip_factor_validation": {
+                    "type": "boolean",
+                    "description": "Skip validation of factor columns.",
+                    "fa_icon": "far fa-check-square",
+                    "help_text": "Skip validation of factor columns in the SDRF. Only useful if your factor values are correct but the sdrf-validation library does not recognize them."
+                },
+                "skip_experimental_design_validation":
+                {
+                    "type": "boolean",
+                    "description": "Skip validation of experimental design.",
+                    "fa_icon": "far fa-check-square",
+                    "help_text": "Skip validation of experimental design in the SDRF. Only useful if your experimental design is correct but the sdrf-validation library does not recognize it."
+                },
+                "use_ols_cache_only": {
+                    "type": "boolean",
+                    "description": "Use cached version of the Ontology Lookup Service (OLS).",
+                    "fa_icon": "far fa-check-square",
+                    "help_text": "Use only the cached version of the Ontology Lookup Service (OLS) for ontology term validation. This is useful if you don't want the pipeline to query internet services."
                 }
             }
         },

From ed537cfd54c1e497ee7cde626d69c465c9f81e48 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 6 Aug 2024 09:54:18 +0100
Subject: [PATCH 206/264] small change in experimental design validation

---
 nextflow_schema.json | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 4f228260..da557aa7 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -97,8 +97,7 @@
                     "fa_icon": "far fa-check-square",
                     "help_text": "Skip validation of factor columns in the SDRF. Only useful if your factor values are correct but the sdrf-validation library does not recognize them."
                 },
-                "skip_experimental_design_validation":
-                {
+                "skip_experimental_design_validation": {
                     "type": "boolean",
                     "description": "Skip validation of experimental design.",
                     "fa_icon": "far fa-check-square",

From c5479106675dcd85ab8ae2c195d277bff36c2915 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 6 Aug 2024 09:57:13 +0100
Subject: [PATCH 207/264] small change in experimental design validation

---
 modules/local/samplesheet_check.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index a793fd7c..229ab47b 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -24,7 +24,7 @@ process SAMPLESHEET_CHECK {
     script: // This script is bundled with the pipeline, in nf-core/quantms/bin/
     // TODO validate experimental design file
     def args = task.ext.args ?: ''
-    def skip_sdrf_validation = params.skip_sdrf_validation == true ? "--skip_sdrf_validation" : ""
+    def skip_sdrf_validation = params.validate_ontologies == false ? "--skip_sdrf_validation" : ""
     def skip_ms_validation = params.skip_ms_validation == true ? "--skip_ms_validation" : ""
     def skip_factor_validation = params.skip_factor_validation == true ? "--skip_factor_validation" : ""
     def skip_experimental_design_validation = params.skip_experimental_design_validation == true ? "--skip_experimental_design_validation" : ""

From 45eda4760dab786eec1b4d080c54eff2a3a902bc Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 6 Aug 2024 10:01:17 +0100
Subject: [PATCH 208/264] small change in experimental design validation

---
 nextflow_schema.json | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index da557aa7..d653a6ea 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -1440,6 +1440,9 @@
         {
             "$ref": "#/definitions/protein_database"
         },
+        {
+            "$ref": "#/definitions/sdrf_validation"
+        },
         {
             "$ref": "#/definitions/spectrum_preprocessing"
         },

From 52a9b7665e1a3b94528afadf70b455bcc40371fa Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 6 Aug 2024 10:26:25 +0100
Subject: [PATCH 209/264] small change in experimental design validation

---
 modules/local/samplesheet_check.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index 229ab47b..2f99d4b4 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -31,7 +31,7 @@ process SAMPLESHEET_CHECK {
     def use_ols_cache_only = params.use_ols_cache_only == true ? "--use_ols_cache_only" : ""
 
     """
-    check_samplesheet.py --exp_design "${input_file}" \\
+    check_samplesheet.py validate --exp_design "${input_file}" \\
     --is_sdrf ${is_sdrf} \\
     ${skip_sdrf_validation} \\
     ${skip_ms_validation} \\

From 7ec255b14467f287ab0c1db0b1f1f61a6d4888fb Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 6 Aug 2024 10:31:59 +0100
Subject: [PATCH 210/264] small change in experimental design validation

---
 modules/local/samplesheet_check.nf | 24 ++++++++++++------------
 1 file changed, 12 insertions(+), 12 deletions(-)

diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index 2f99d4b4..b1b0acea 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -24,20 +24,20 @@ process SAMPLESHEET_CHECK {
     script: // This script is bundled with the pipeline, in nf-core/quantms/bin/
     // TODO validate experimental design file
     def args = task.ext.args ?: ''
-    def skip_sdrf_validation = params.validate_ontologies == false ? "--skip_sdrf_validation" : ""
-    def skip_ms_validation = params.skip_ms_validation == true ? "--skip_ms_validation" : ""
-    def skip_factor_validation = params.skip_factor_validation == true ? "--skip_factor_validation" : ""
-    def skip_experimental_design_validation = params.skip_experimental_design_validation == true ? "--skip_experimental_design_validation" : ""
-    def use_ols_cache_only = params.use_ols_cache_only == true ? "--use_ols_cache_only" : ""
+    def string_skip_sdrf_validation = params.validate_ontologies == false ? "--skip_sdrf_validation" : ""
+    def string_skip_ms_validation = params.skip_ms_validation == true ? "--skip_ms_validation" : ""
+    def string_skip_factor_validation = params.skip_factor_validation == true ? "--skip_factor_validation" : ""
+    def string_skip_experimental_design_validation = params.skip_experimental_design_validation == true ? "--skip_experimental_design_validation" : ""
+    def string_use_ols_cache_only = params.use_ols_cache_only == true ? "--use_ols_cache_only" : ""
+    def string_is_sdrf = is_sdrf == true ? "--is_sdrf" : ""
 
     """
-    check_samplesheet.py validate --exp_design "${input_file}" \\
-    --is_sdrf ${is_sdrf} \\
-    ${skip_sdrf_validation} \\
-    ${skip_ms_validation} \\
-    ${skip_factor_validation} \\
-    ${skip_experimental_design_validation} \\
-    ${use_ols_cache_only} 2>&1 | tee input_check.log
+    check_samplesheet.py validate --exp_design "${input_file}" --is_sdrf \\
+    ${string_skip_sdrf_validation} \\
+    ${string_skip_ms_validation} \\
+    ${string_skip_factor_validation} \\
+    ${string_skip_experimental_design_validation} \\
+    ${string_use_ols_cache_only} 2>&1 | tee input_check.log
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":

From 0cb9974ba08744c57ecc53e73d375d43c9ee3033 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 6 Aug 2024 10:38:02 +0100
Subject: [PATCH 211/264] small change in experimental design validation

---
 nextflow.config | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/nextflow.config b/nextflow.config
index a773e4d5..8a34c0df 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -21,7 +21,7 @@ params {
     input                      = null
     validate_ontologies        = true // Enable to validate ontology terms in the SDRF
     skip_ms_validation         = false // Skip the validation of the MS metadata in the SDRF
-    skip_factor_validation     = false // Skip factor values validation, factor values are important for downstream analysis
+    skip_factor_validation     = true // Skip factor values validation, factor values are important for downstream analysis
     skip_experimental_design_validation = false // Skip the validation of the experimental design in the SDRF (replicates, etc)
     use_ols_cache_only         = true // Use only the OLS cache for ontology validation (no network requests)
 

From 558a35b40054d108573df432f1bc5e3e0c4f7d57 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 6 Aug 2024 10:44:36 +0100
Subject: [PATCH 212/264] small change in experimental design validation

---
 modules/local/samplesheet_check.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index b1b0acea..11614b61 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -32,7 +32,7 @@ process SAMPLESHEET_CHECK {
     def string_is_sdrf = is_sdrf == true ? "--is_sdrf" : ""
 
     """
-    check_samplesheet.py validate --exp_design "${input_file}" --is_sdrf \\
+    check_samplesheet.py validate --exp_design "${input_file}" ${string_is_sdrf} \\
     ${string_skip_sdrf_validation} \\
     ${string_skip_ms_validation} \\
     ${string_skip_factor_validation} \\

From e22701bd60a96324ace837aefcf159bf27683d13 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 6 Aug 2024 10:51:40 +0100
Subject: [PATCH 213/264] small change in experimental design validation

---
 bin/check_samplesheet.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index 60027487..e7157b25 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -205,7 +205,7 @@ def validate(
             use_ols_cache_only=use_ols_cache_only,
         )
     else:
-        check_expdesign(input)
+        check_expdesign(exp_design)
 
 
 cli.add_command(validate)

From de9a4bc1bdac904e75eec67ff9edb0e02de0fdf0 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Thu, 8 Aug 2024 07:01:47 +0100
Subject: [PATCH 214/264] first commit of quantms-utils

---
 modules/local/preprocess_expdesign.nf | 6 +++---
 modules/local/samplesheet_check.nf    | 8 ++++----
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/modules/local/preprocess_expdesign.nf b/modules/local/preprocess_expdesign.nf
index 61842c08..f77328a1 100644
--- a/modules/local/preprocess_expdesign.nf
+++ b/modules/local/preprocess_expdesign.nf
@@ -6,10 +6,10 @@ process PREPROCESS_EXPDESIGN {
     tag "$design.Name"
     label 'process_low'
 
-    conda "bioconda::sdrf-pipelines=0.0.29"
+    conda "bioconda::quantms-utils=0.0.3"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.29--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.29--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.3--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.3--pyhdfd78af_0' }"
 
     input:
     path design
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index 11614b61..83bc97c3 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -3,10 +3,10 @@ process SAMPLESHEET_CHECK {
     tag "$input_file"
     label 'process_single'
 
-    conda "bioconda::sdrf-pipelines=0.0.29"
+    conda "bioconda::quantms-utils=0.0.3"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.29--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.29--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.3--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.3--pyhdfd78af_0' }"
 
     input:
     path input_file
@@ -32,7 +32,7 @@ process SAMPLESHEET_CHECK {
     def string_is_sdrf = is_sdrf == true ? "--is_sdrf" : ""
 
     """
-    check_samplesheet.py validate --exp_design "${input_file}" ${string_is_sdrf} \\
+    quantmsutilsc checksamplesheet --exp_design "${input_file}" ${string_is_sdrf} \\
     ${string_skip_sdrf_validation} \\
     ${string_skip_ms_validation} \\
     ${string_skip_factor_validation} \\

From 89361597123e14d0104ec8e9dcf85513bccf54d7 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Thu, 8 Aug 2024 07:49:19 +0100
Subject: [PATCH 215/264] quantms-utils mzstatistics

---
 modules/local/mzmlstatistics/main.nf | 8 ++++----
 modules/local/sdrfparsing/main.nf    | 6 +++---
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index 31bb55dd..afa9f723 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -3,10 +3,10 @@ process MZMLSTATISTICS {
     label 'process_medium'
     label 'process_single'
 
-    conda "bioconda::quantms-utils=0.0.2"
+    conda "bioconda::quantms-utils=0.0.3"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.2--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.2--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.3--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.3--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(ms_file)
@@ -22,7 +22,7 @@ process MZMLSTATISTICS {
     def prefix = task.ext.prefix ?: "${meta.mzml_id}"
 
     """
-    mzml_statistics.py "${ms_file}" \\
+    quantmsutils mzmlstats --mzml_path "${ms_file}" \\
         $params.id_only \\
         2>&1 | tee mzml_statistics.log
 
diff --git a/modules/local/sdrfparsing/main.nf b/modules/local/sdrfparsing/main.nf
index c90a6f9a..0203b9e0 100644
--- a/modules/local/sdrfparsing/main.nf
+++ b/modules/local/sdrfparsing/main.nf
@@ -2,10 +2,10 @@ process SDRFPARSING {
     tag "$sdrf.Name"
     label 'process_low'
 
-    conda "conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.29"
+    conda "bioconda::quantms-utils=0.0.3"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.29--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.29--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.3--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.3--pyhdfd78af_0' }"
 
     input:
     path sdrf

From 67db7ce2d98a6e885c70b35d64b779ad6af2c11f Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Thu, 8 Aug 2024 07:52:09 +0100
Subject: [PATCH 216/264] quantms-utils ms2rescore

---
 modules/local/ms2rescore/main.nf | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index 473a2e63..b94e5491 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -2,10 +2,10 @@ process MS2RESCORE {
     tag "$meta.mzml_id"
     label 'process_high'
 
-    conda "bioconda::ms2rescore=3.0.3 bioconda::psm-utils=0.8.2 conda-forge::pydantic=1.10.14 pygam=0.9.1 bioconda::deeplc=2.2.27 bioconda::ms2pip=4.0.0.dev8 bioconda::deeplcretrainer=0.2.11 conda-forge::scikit-learn=1.4.2 conda-forge::scipy=1.13.0"
+    conda "bioconda::quantms-utils=0.0.3"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/ms2rescore:3.0.3--pyhdfd78af_0':
-        'biocontainers/ms2rescore:3.0.3--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.3--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.3--pyhdfd78af_0' }"
 
     // userEmulation settings when docker is specified
     containerOptions = (workflow.containerEngine == 'docker') ? '-u $(id -u) -e "HOME=${HOME}" -v /etc/passwd:/etc/passwd:ro -v /etc/shadow:/etc/shadow:ro -v /etc/group:/etc/group:ro -v $HOME:$HOME' : ''
@@ -43,7 +43,7 @@ process MS2RESCORE {
     }
 
     """
-    ms2rescore_cli.py \\
+    quantmsutils ms2rescore \\
         --psm_file $idxml \\
         --spectrum_path . \\
         --ms2_tolerance $ms2_tolerence \\

From b48c05298394e81212887ea3d288f5b1c0823fcb Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Thu, 8 Aug 2024 08:46:21 +0100
Subject: [PATCH 217/264] quantms-utils ms2rescore

---
 modules/local/ms2rescore/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index b94e5491..072fd4f9 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -43,7 +43,7 @@ process MS2RESCORE {
     }
 
     """
-    quantmsutils ms2rescore \\
+    quantmsutilsc ms2rescore \\
         --psm_file $idxml \\
         --spectrum_path . \\
         --ms2_tolerance $ms2_tolerence \\

From ba368c53cfe1d20f857861c8f297f3f196794d85 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Thu, 8 Aug 2024 08:50:55 +0100
Subject: [PATCH 218/264] quantms-utils extract psms

---
 bin/check_samplesheet.py          | 223 ----------------------------
 bin/mzml_statistics.py            | 233 ------------------------------
 modules/local/extract_psm/main.nf |  13 +-
 3 files changed, 7 insertions(+), 462 deletions(-)
 delete mode 100755 bin/check_samplesheet.py
 delete mode 100755 bin/mzml_statistics.py

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
deleted file mode 100755
index e7157b25..00000000
--- a/bin/check_samplesheet.py
+++ /dev/null
@@ -1,223 +0,0 @@
-#!/usr/bin/env python
-
-# nf-core: Update the script to check the sdrf
-# This script is based on the example at: https://raw.githubusercontent.com/nf-core/test-datasets/viralrecon/samplesheet/samplesheet_test_illumina_amplicon.csv
-
-import errno
-import os
-import sys
-
-import click
-import pandas as pd
-from sdrf_pipelines.sdrf.sdrf import SdrfDataFrame
-from sdrf_pipelines.sdrf.sdrf_schema import DEFAULT_TEMPLATE, MASS_SPECTROMETRY
-
-CONTEXT_SETTINGS = dict(help_option_names=["-h", "--help"])
-
-
-@click.group(context_settings=CONTEXT_SETTINGS)
-def cli():
-    """
-    This is the main tool that gives access to all commands to convert SDRF files into pipelines-specific configuration
-    files.
-    """
-    pass
-
-
-def make_dir(path):
-    if len(path) > 0:
-        try:
-            os.makedirs(path)
-        except OSError as exception:
-            if exception.errno != errno.EEXIST:
-                raise exception
-
-
-def print_error(error, context="Line", context_str=""):
-    error_str = "ERROR: Please check samplesheet -> {}".format(error)
-    if context != "" and context_str != "":
-        error_str = "ERROR: Please check samplesheet -> {}\n{}: '{}'".format(
-            error, context.strip(), context_str.strip()
-        )
-    print(error_str)
-    sys.exit(1)
-
-
-def check_sdrf(
-    input_sdrf: str,
-    skip_ms_validation: bool = False,
-    skip_factor_validation: bool = False,
-    skip_experimental_design_validation: bool = False,
-    use_ols_cache_only: bool = False,
-    skip_sdrf_validation: bool = False,
-):
-    """
-    Check the SDRF file for errors. If any errors are found, print them and exit with a non-zero status code.
-    @param input_sdrf: Path to the SDRF file to check
-    @param skip_ms_validation: Disable the validation of mass spectrometry fields in SDRF (e.g. posttranslational modifications)
-    @param skip_factor_validation: Disable the validation of factor values in SDRF
-    @param skip_experimental_design_validation: Disable the validation of experimental design
-    @param use_ols_cache_only: Use ols cache for validation of the terms and not OLS internet service
-    @param skip_sdrf_validation: Disable the validation of SDRF
-    """
-    if skip_sdrf_validation:
-        print("No SDRF validation was performed.")
-        sys.exit(0)
-
-    df = SdrfDataFrame.parse(input_sdrf)
-    errors = df.validate(DEFAULT_TEMPLATE, use_ols_cache_only)
-
-    if not skip_ms_validation:
-        errors = errors + df.validate(MASS_SPECTROMETRY, use_ols_cache_only)
-
-    if not skip_factor_validation:
-        errors = errors + df.validate_factor_values()
-
-    if not skip_experimental_design_validation:
-        errors = errors + df.validate_experimental_design()
-
-    for error in errors:
-        print(error)
-
-    sys.exit(bool(errors))
-
-
-def check_expdesign(expdesign):
-    """
-    Check the expdesign file for errors. If any errors are found, print them and exit with a non-zero status code.
-    @param expdesign: Path to the expdesign file to check
-    """
-    data = pd.read_csv(expdesign, sep="\t", header=0, dtype=str)
-    data = data.dropna()
-    schema_file = ["Fraction_Group", "Fraction", "Spectra_Filepath", "Label", "Sample"]
-    schema_sample = ["Sample", "MSstats_Condition", "MSstats_BioReplicate"]
-
-    # check table format: two table
-    with open(expdesign, "r") as f:
-        lines = f.readlines()
-        try:
-            empty_row = lines.index("\n")
-        except ValueError:
-            print(
-                "the one-table format parser is broken in OpenMS2.5, please use one-table or sdrf"
-            )
-            sys.exit(1)
-        if lines.index("\n") >= len(lines):
-            print(
-                "the one-table format parser is broken in OpenMS2.5, please use one-table or sdrf"
-            )
-            sys.exit(1)
-
-        s_table = [i.replace("\n", "").split("\t") for i in lines[empty_row + 1 :]][1:]
-        s_header = lines[empty_row + 1].replace("\n", "").split("\t")
-        s_DataFrame = pd.DataFrame(s_table, columns=s_header)
-
-    # check missed mandatory column
-    missed_columns = set(schema_file) - set(data.columns)
-    if len(missed_columns) != 0:
-        print("{0} column missed".format(" ".join(missed_columns)))
-        sys.exit(1)
-
-    missed_columns = set(schema_sample) - set(s_DataFrame.columns)
-    if len(missed_columns) != 0:
-        print("{0} column missed".format(" ".join(missed_columns)))
-        sys.exit(1)
-
-    if len(set(data.Label)) != 1 and "MSstats_Mixture" not in s_DataFrame.columns:
-        print("MSstats_Mixture column missed in ISO experiments")
-        sys.exit(1)
-
-    # check a logical problem: may be improved
-    check_expdesign_logic(data, s_DataFrame)
-
-
-def check_expdesign_logic(fTable, sTable):
-    if int(max(fTable.Fraction_Group)) > len(set(fTable.Fraction_Group)):
-        print("Fraction_Group discontinuous!")
-        sys.exit(1)
-    fTable_D = fTable.drop_duplicates(["Fraction_Group", "Fraction", "Label", "Sample"])
-    if fTable_D.shape[0] < fTable.shape[0]:
-        print(
-            "Existing duplicate entries in Fraction_Group, Fraction, Label and Sample"
-        )
-        sys.exit(1)
-    if len(set(sTable.Sample)) < sTable.shape[0]:
-        print("Existing duplicate Sample in sample table!")
-        sys.exit(1)
-
-
-@click.command(
-    "validate", short_help="Reformat nf-core/quantms sdrf file and check its contents."
-)
-@click.option("--exp_design", help="SDRF/Expdesign file to be validated")
-@click.option("--is_sdrf", help="SDRF file or Expdesign file", is_flag=True)
-@click.option(
-    "--skip_sdrf_validation", help="Disable the validation of SDRF", is_flag=True
-)
-@click.option(
-    "--skip_ms_validation",
-    help="Disable the validation of mass spectrometry fields in SDRF (e.g. posttranslational modifications)",
-    is_flag=True,
-)
-@click.option(
-    "--skip_factor_validation",
-    help="Disable the validation of factor values in SDRF",
-    is_flag=True,
-)
-@click.option(
-    "--skip_experimental_design_validation",
-    help="Disable the validation of experimental design",
-    is_flag=True,
-)
-@click.option(
-    "--use_ols_cache_only",
-    help="Use ols cache for validation of the terms and not OLS internet service",
-    is_flag=True,
-)
-def validate(
-    exp_design: str,
-    is_sdrf: bool = False,
-    skip_sdrf_validation: bool = False,
-    skip_ms_validation: bool = False,
-    skip_factor_validation: bool = False,
-    skip_experimental_design_validation: bool = False,
-    use_ols_cache_only: bool = False,
-):
-    """
-    Reformat nf-core/quantms sdrf file and check its contents.
-    @param exp_design: SDRF/Expdesign file to be validated
-    @param is_sdrf: SDRF file or Expdesign file
-    @param skip_sdrf_validation: Disable the validation of SDRF
-    @param skip_ms_validation: Disable the validation of mass spectrometry fields in SDRF (e.g. posttranslational modifications)
-    @param skip_factor_validation: Disable the validation of factor values in SDRF
-    @param skip_experimental_design_validation: Disable the validation of experimental design
-    @param use_ols_cache_only: Use ols cache for validation of the terms and not OLS internet service
-
-    """
-    # TODO validate expdesign file
-    if is_sdrf:
-        check_sdrf(
-            input_sdrf=exp_design,
-            skip_sdrf_validation=skip_sdrf_validation,
-            skip_ms_validation=skip_ms_validation,
-            skip_factor_validation=skip_factor_validation,
-            skip_experimental_design_validation=skip_experimental_design_validation,
-            use_ols_cache_only=use_ols_cache_only,
-        )
-    else:
-        check_expdesign(exp_design)
-
-
-cli.add_command(validate)
-
-
-def main():
-    try:
-        cli()
-    except SystemExit as e:
-        if e.code != 0:
-            raise
-
-
-if __name__ == "__main__":
-    main()
diff --git a/bin/mzml_statistics.py b/bin/mzml_statistics.py
deleted file mode 100755
index f738fb98..00000000
--- a/bin/mzml_statistics.py
+++ /dev/null
@@ -1,233 +0,0 @@
-#!/usr/bin/env python
-"""
-This script parses the mass spectrum file and generates a set of statistics about the file.
-License: Apache 2.0
-Authors: Hong Wong, Yasset Perez-Riverol
-"""
-import re
-import sqlite3
-import sys
-from pathlib import Path
-
-import pandas as pd
-import pyarrow
-from pyopenms import MSExperiment, MzMLFile
-
-
-def ms_dataframe(ms_path: str, id_only: bool = False) -> None:
-    """
-    Parse the mass spectrum file and generate a set of statistics about the file.
-    @param ms_path: The file name of the mass spectrum file
-    @param id_only: If True, it will save a csv with the spectrum id, mz and intensity
-
-    """
-    file_columns = [
-        "SpectrumID",
-        "MSLevel",
-        "Charge",
-        "MS_peaks",
-        "Base_Peak_Intensity",
-        "Summed_Peak_Intensities",
-        "Retention_Time",
-        "Exp_Mass_To_Charge",
-        "AcquisitionDateTime",
-    ]
-
-    def parse_mzml(file_name: str, file_columns: list, id_only: bool = False):
-        """
-        Parse mzML file and return a pandas DataFrame with the information. If id_only is True, it will also save a csv.
-        @param file_name: The file name of the mzML file
-        @param file_columns: The columns of the DataFrame
-        @param id_only: If True, it will save a csv with the spectrum id, mz and intensity
-        @return: A pandas DataFrame with the information of the mzML file
-        """
-
-        info = []
-        psm_part_info = []
-        exp = MSExperiment()
-        acquisition_datetime = exp.getDateTime().get()
-        MzMLFile().load(file_name, exp)
-        for spectrum in exp:
-            id_ = spectrum.getNativeID()
-            MSLevel = spectrum.getMSLevel()
-            rt = spectrum.getRT() if spectrum.getRT() else None
-
-            peaks_tuple = spectrum.get_peaks()
-            peak_per_ms = len(peaks_tuple[0])
-
-            if not spectrum.metaValueExists("base peak intensity"):
-                bpc = max(peaks_tuple[1]) if len(peaks_tuple[1]) > 0 else None
-            else:
-                bpc = spectrum.getMetaValue("base peak intensity")
-
-            if not spectrum.metaValueExists("total ion current"):
-                tic = sum(peaks_tuple[1]) if len(peaks_tuple[1]) > 0 else None
-            else:
-                tic = spectrum.getMetaValue("total ion current")
-
-            if MSLevel == 1:
-                info_list = [
-                    id_,
-                    MSLevel,
-                    None,
-                    peak_per_ms,
-                    bpc,
-                    tic,
-                    rt,
-                    None,
-                    acquisition_datetime,
-                ]
-            elif MSLevel == 2:
-                charge_state = spectrum.getPrecursors()[0].getCharge()
-                emz = (
-                    spectrum.getPrecursors()[0].getMZ()
-                    if spectrum.getPrecursors()[0].getMZ()
-                    else None
-                )
-                info_list = [
-                    id_,
-                    MSLevel,
-                    charge_state,
-                    peak_per_ms,
-                    bpc,
-                    tic,
-                    rt,
-                    emz,
-                    acquisition_datetime,
-                ]
-                mz_array = peaks_tuple[0]
-                intensity_array = peaks_tuple[1]
-            else:
-                info_list = [
-                    id_,
-                    MSLevel,
-                    None,
-                    None,
-                    None,
-                    None,
-                    rt,
-                    None,
-                    acquisition_datetime,
-                ]
-
-            if id_only and MSLevel == 2:
-                psm_part_info.append(
-                    [
-                        re.findall(r"[scan|spectrum]=(\d+)", id_)[0],
-                        MSLevel,
-                        mz_array,
-                        intensity_array,
-                    ]
-                )
-            info.append(info_list)
-
-        if id_only and len(psm_part_info) > 0:
-            pd.DataFrame(
-                psm_part_info, columns=["scan", "ms_level", "mz", "intensity"]
-            ).to_parquet(f"{Path(ms_path).stem}_spectrum_df.parquet", index=False)
-
-        return pd.DataFrame(info, columns=file_columns)
-
-    def parse_bruker_d(file_name: str, file_columns: list):
-        sql_filepath = f"{file_name}/analysis.tdf"
-        if not Path(sql_filepath).exists():
-            msg = f"File '{sql_filepath}' not found"
-            raise FileNotFoundError(msg)
-        conn = sqlite3.connect(sql_filepath)
-        c = conn.cursor()
-
-        datetime_cmd = (
-            "SELECT Value FROM GlobalMetadata WHERE key='AcquisitionDateTime'"
-        )
-        AcquisitionDateTime = c.execute(datetime_cmd).fetchall()[0][0]
-
-        df = pd.read_sql_query(
-            "SELECT Id, MsMsType, NumPeaks, MaxIntensity, SummedIntensities, Time FROM frames",
-            conn,
-        )
-        df["AcquisitionDateTime"] = AcquisitionDateTime
-
-        # {8:'DDA-PASEF', 9:'DIA-PASEF'}
-        if 8 in df["MsMsType"].values:
-            mslevel_map = {0: 1, 8: 2}
-        elif 9 in df["MsMsType"].values:
-            mslevel_map = {0: 1, 9: 2}
-        else:
-            msg = f"Unrecognized ms type '{df['MsMsType'].values}'"
-            raise ValueError(msg)
-        df["MsMsType"] = df["MsMsType"].map(mslevel_map)
-
-        try:
-            # This line raises an sqlite error if the table does not exist
-            _ = conn.execute("SELECT * from Precursors LIMIT 1").fetchall()
-            precursor_df = pd.read_sql_query("SELECT * from Precursors", conn)
-        except sqlite3.OperationalError as e:
-            if "no such table: Precursors" in str(e):
-                print(
-                    f"No precursers recorded in {file_name}, This is normal for DIA data."
-                )
-                precursor_df = pd.DataFrame()
-            else:
-                raise
-
-        if len(df) == len(precursor_df):
-            df = pd.concat([df, precursor_df["Charge", "MonoisotopicMz"]], axis=1)
-            df["Charge"] = df["Charge"].fillna(0)
-        else:
-            df[["Charge", "Exp_Mass_To_Charge"]] = None, None
-
-        df = df[
-            [
-                "Id",
-                "MsMsType",
-                "Charge",
-                "NumPeaks",
-                "MaxIntensity",
-                "SummedIntensities",
-                "Time",
-                "Exp_Mass_To_Charge",
-                "AcquisitionDateTime",
-            ]
-        ]
-        df.columns = pd.Index(file_columns)
-
-        return df
-
-    if not (Path(ms_path).exists()):
-        print(f"Not found '{ms_path}', trying to find alias")
-        ms_path_path = Path(ms_path)
-        path_stem = str(ms_path_path.stem)
-        candidates = (
-            list(ms_path_path.parent.glob("*.d"))
-            + list(ms_path_path.parent.glob("*.mzml"))
-            + list(ms_path_path.parent.glob("*.mzML"))
-        )
-
-        candidates = [c for c in candidates if path_stem in str(c)]
-
-        if len(candidates) == 1:
-            ms_path = str(candidates[0].resolve())
-        else:
-            raise FileNotFoundError()
-
-    if Path(ms_path).suffix == ".d" and Path(ms_path).is_dir():
-        ms_df = parse_bruker_d(ms_path, file_columns)
-    elif Path(ms_path).suffix in [".mzML", ".mzml"]:
-        ms_df = parse_mzml(ms_path, file_columns, id_only)
-    else:
-        msg = f"Unrecognized or the mass spec file '{ms_path}' do not exist"
-        raise RuntimeError(msg)
-
-    ms_df.to_parquet(
-        f"{Path(ms_path).stem}_ms_info.parquet", engine="pyarrow", index=False
-    )
-
-
-def main():
-    ms_path = sys.argv[1]
-    id_only = sys.argv[2]
-    ms_dataframe(ms_path, id_only)
-
-
-if __name__ == "__main__":
-    sys.exit(main())
diff --git a/modules/local/extract_psm/main.nf b/modules/local/extract_psm/main.nf
index 32f4ceb8..9b730d17 100644
--- a/modules/local/extract_psm/main.nf
+++ b/modules/local/extract_psm/main.nf
@@ -2,10 +2,10 @@ process PSMCONVERSION {
     tag "$meta.mzml_id"
     label 'process_medium'
 
-    conda "bioconda::pmultiqc=0.0.25"
+    conda "bioconda::quantms-utils=0.0.3"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/pmultiqc:0.0.25--pyhdfd78af_0' :
-        'biocontainers/pmultiqc:0.0.25--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.3--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.3--pyhdfd78af_0' }"
 
 
     input:
@@ -19,12 +19,13 @@ process PSMCONVERSION {
     script:
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.mzml_id}"
+    def string_export_decoy_psm = params.export_decoy_psm == true ? "--export_decoy_psm" : ""
 
 
     """
-    psm_conversion.py "${idxml_file}" \\
-        ${spectrum_df} \\
-        $params.export_decoy_psm \\
+    quantmsutilsc psmconvert --idxml "${idxml_file}" \\
+        --spectra_file ${spectrum_df} \\
+        ${string_export_decoy_psm} \\
         2>&1 | tee extract_idxml.log
 
     cat <<-END_VERSIONS > versions.yml

From 254066da4a0116727b9a8b31508676f89e67126e Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Thu, 8 Aug 2024 09:27:20 +0100
Subject: [PATCH 219/264] quantms-utils extract psms

---
 modules/local/mzmlstatistics/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index afa9f723..a7548f1a 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -22,7 +22,7 @@ process MZMLSTATISTICS {
     def prefix = task.ext.prefix ?: "${meta.mzml_id}"
 
     """
-    quantmsutils mzmlstats --mzml_path "${ms_file}" \\
+    quantmsutilsc mzmlstats --mzml_path "${ms_file}" \\
         $params.id_only \\
         2>&1 | tee mzml_statistics.log
 

From bf3eaafaa90dbb33adcea6cdeab453a6022fc7eb Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Thu, 8 Aug 2024 09:38:53 +0100
Subject: [PATCH 220/264] quantms-utils extract psms

---
 modules/local/mzmlstatistics/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index a7548f1a..c0e2ab42 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -22,7 +22,7 @@ process MZMLSTATISTICS {
     def prefix = task.ext.prefix ?: "${meta.mzml_id}"
 
     """
-    quantmsutilsc mzmlstats --mzml_path "${ms_file}" \\
+    quantmsutilsc mzmlstats --ms_path "${ms_file}" \\
         $params.id_only \\
         2>&1 | tee mzml_statistics.log
 

From 8c48564039786d222b81ee2ae14dd9158e3fb150 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Thu, 8 Aug 2024 09:55:28 +0100
Subject: [PATCH 221/264] quantms-utils extract psms

---
 modules/local/mzmlstatistics/main.nf | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index c0e2ab42..6d250ad4 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -20,10 +20,11 @@ process MZMLSTATISTICS {
     script:
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.mzml_id}"
+    def string_id_only = params.id_only == true ? "--id_only" : ""
 
     """
     quantmsutilsc mzmlstats --ms_path "${ms_file}" \\
-        $params.id_only \\
+        ${string_id_only} \\
         2>&1 | tee mzml_statistics.log
 
     cat <<-END_VERSIONS > versions.yml

From 40c56b7ce8fce9797e1f83ba7b0e07748559473d Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Thu, 8 Aug 2024 20:33:48 +0100
Subject: [PATCH 222/264] 0.0.3 -> 0.0.4 quantms-utils

---
 bin/ms2rescore_cli.py                 | 239 --------------------------
 bin/psm_conversion.py                 | 174 -------------------
 modules/local/extract_psm/main.nf     |   6 +-
 modules/local/ms2rescore/main.nf      |   6 +-
 modules/local/mzmlstatistics/main.nf  |   6 +-
 modules/local/preprocess_expdesign.nf |   6 +-
 modules/local/samplesheet_check.nf    |   6 +-
 modules/local/sdrfparsing/main.nf     |   6 +-
 8 files changed, 18 insertions(+), 431 deletions(-)
 delete mode 100755 bin/ms2rescore_cli.py
 delete mode 100755 bin/psm_conversion.py

diff --git a/bin/ms2rescore_cli.py b/bin/ms2rescore_cli.py
deleted file mode 100755
index aa9196c0..00000000
--- a/bin/ms2rescore_cli.py
+++ /dev/null
@@ -1,239 +0,0 @@
-#!/usr/bin/env python
-# Written by Jonas Scheid under the MIT license
-
-
-import importlib.resources
-import json
-import logging
-import sys
-from typing import List
-
-import click
-import pandas as pd
-import pyopenms as oms
-from ms2rescore import package_data, rescore
-from psm_utils import PSMList
-from psm_utils.io.idxml import IdXMLReader, IdXMLWriter
-
-logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s")
-
-
-def parse_cli_arguments_to_config(**kwargs):
-    """Update default MS²Rescore config with CLI arguments"""
-    config = json.load(
-        importlib.resources.open_text(package_data, "config_default.json")
-    )
-
-    for key, value in kwargs.items():
-        # Skip these arguments since they need to set in a nested dict of feature_generators
-        if key in ["ms2pip_model", "ms2_tolerance", "rng", "calibration_set_size"]:
-            continue
-
-        elif key == "feature_generators":
-            feature_generators = value.split(",")
-            # Reset feature generator dict since there might be default generators we don't want
-            config["ms2rescore"]["feature_generators"] = {}
-            if "basic" in feature_generators:
-                config["ms2rescore"]["feature_generators"]["basic"] = {}
-            if "ms2pip" in feature_generators:
-                config["ms2rescore"]["feature_generators"]["ms2pip"] = {
-                    "model_dir": kwargs["ms2pip_model_dir"],
-                    "model": kwargs["ms2pip_model"],
-                    "ms2_tolerance": kwargs["ms2_tolerance"],
-                }
-            if "deeplc" in feature_generators:
-                config["ms2rescore"]["feature_generators"]["deeplc"] = {
-                    "deeplc_retrain": False,
-                    "calibration_set_size": kwargs["calibration_set_size"],
-                }
-            if "maxquant" in feature_generators:
-                config["ms2rescore"]["feature_generators"]["maxquant"] = {}
-            if "ionmob" in feature_generators:
-                config["ms2rescore"]["feature_generators"]["ionmob"] = {}
-
-        elif key == "rescoring_engine":
-            # Reset rescoring engine dict we want to allow only computing features
-            config["ms2rescore"]["rescoring_engine"] = {}
-            if value == "mokapot":
-                config["ms2rescore"]["rescoring_engine"]["mokapot"] = {
-                    "write_weights": True,
-                    "write_txt": False,
-                    "write_flashlfq": False,
-                    "rng": kwargs["rng"],
-                    "test_fdr": kwargs["test_fdr"],
-                    "max_workers": kwargs["processes"],
-                }
-            if value == "percolator":
-                logging.info(
-                    "Percolator rescoring engine has been specified. Use the idXML containing rescoring features and run Percolator in a separate step."
-                )
-                continue
-
-        else:
-            config["ms2rescore"][key] = value
-
-    return config
-
-
-def rescore_idxml(input_file, output_file, config) -> None:
-    """Rescore PSMs in an idXML file and keep other information unchanged."""
-    # Read PSMs
-    reader = IdXMLReader(input_file)
-    psm_list = reader.read_file()
-
-    # Rescore
-    rescore(config, psm_list)
-
-    # Filter out PeptideHits within PeptideIdentification(s) that could not be processed by all feature generators
-    peptide_ids_filtered = filter_out_artifact_psms(psm_list, reader.peptide_ids)
-
-    # Write
-    writer = IdXMLWriter(output_file, reader.protein_ids, peptide_ids_filtered)
-    writer.write_file(psm_list)
-
-
-def filter_out_artifact_psms(
-    psm_list: PSMList, peptide_ids: List[oms.PeptideIdentification]
-) -> List[oms.PeptideIdentification]:
-    """Filter out PeptideHits that could not be processed by all feature generators"""
-    num_mandatory_features = max([len(psm.rescoring_features) for psm in psm_list])
-    new_psm_list = PSMList(
-        psm_list=[
-            psm
-            for psm in psm_list
-            if len(psm.rescoring_features) == num_mandatory_features
-        ]
-    )
-
-    # get differing peptidoforms of both psm lists
-    psm_list_peptides = set(
-        [next(iter(psm.provenance_data.items()))[1] for psm in psm_list]
-    )
-    new_psm_list_peptides = set(
-        [next(iter(psm.provenance_data.items()))[1] for psm in new_psm_list]
-    )
-    not_supported_peptides = psm_list_peptides - new_psm_list_peptides
-
-    # no need to filter if all peptides are supported
-    if len(not_supported_peptides) == 0:
-        return peptide_ids
-    # Create new peptide ids and filter out not supported peptides
-    new_peptide_ids = []
-    for peptide_id in peptide_ids:
-        new_hits = []
-        for hit in peptide_id.getHits():
-            if hit.getSequence().toString() in not_supported_peptides:
-                continue
-            new_hits.append(hit)
-        if len(new_hits) == 0:
-            continue
-        peptide_id.setHits(new_hits)
-        new_peptide_ids.append(peptide_id)
-    logging.info(
-        f"Removed {len(psm_list_peptides) - len(new_psm_list_peptides)} PSMs. Peptides not supported: {not_supported_peptides}"
-    )
-    return new_peptide_ids
-
-
-@click.command()
-@click.option(
-    "-p",
-    "--psm_file",
-    help="Path to PSM file (PIN, mzIdentML, MaxQuant msms, X!Tandem XML, idXML)",
-    required=True,
-)
-@click.option(
-    "-s",
-    "--spectrum_path",
-    help="Path to MGF/mzML spectrum file or directory with spectrum files (default: derived from identification file)",
-    required=True,
-)
-@click.option(
-    "-o",
-    "--output_path",
-    help="Path and stem for output file names (default: derive from identification file)",
-)
-@click.option(
-    "-l", "--log_level", help="Logging level (default: `info`)", default="info"
-)
-@click.option(
-    "-n",
-    "--processes",
-    help="Number of parallel processes available to MS²Rescore",
-    type=int,
-    default=16,
-)
-@click.option("-f", "--fasta_file", help="Path to FASTA file")
-@click.option(
-    "-t",
-    "--test_fdr",
-    help="The false-discovery rate threshold at which to evaluate the learned models. (default: 0.05)",
-    default=0.05,
-)
-@click.option(
-    "-fg",
-    "--feature_generators",
-    help="Comma-separated list of feature generators to use (default: `ms2pip,deeplc`). See ms2rescore doc for further information",
-    default="",
-)
-@click.option(
-    "-pipm",
-    "--ms2pip_model",
-    help="MS²PIP model (default: `Immuno-HCD`)",
-    type=str,
-    default="Immuno-HCD",
-)
-@click.option(
-    "-md",
-    "--ms2pip_model_dir",
-    help="The path of MS²PIP model (default: `./`)",
-    type=str,
-    default="./",
-)
-@click.option(
-    "-ms2tol",
-    "--ms2_tolerance",
-    help="Fragment mass tolerance [Da](default: `0.02`)",
-    type=float,
-    default=0.02,
-)
-@click.option(
-    "-cs",
-    "--calibration_set_size",
-    help="Percentage of number of calibration set for DeepLC (default: `0.15`)",
-    default=0.15,
-)
-@click.option(
-    "-re",
-    "--rescoring_engine",
-    help="Either mokapot or percolator (default: `mokapot`)",
-    default="mokapot",
-)
-@click.option(
-    "-rng",
-    "--rng",
-    help="Seed for mokapot's random number generator (default: `4711`)",
-    type=int,
-    default=4711,
-)
-@click.option(
-    "-d",
-    "--id_decoy_pattern",
-    help="Regex decoy pattern (default: `DECOY_`)",
-    default="^DECOY_",
-)
-@click.option(
-    "-lsb",
-    "--lower_score_is_better",
-    help="Interpretation of primary search engine score (default: True)",
-    default=True,
-)
-def main(**kwargs):
-    config = parse_cli_arguments_to_config(**kwargs)
-    logging.info("MS²Rescore config:")
-    logging.info(config)
-    rescore_idxml(kwargs["psm_file"], kwargs["output_path"], config)
-
-
-if __name__ == "__main__":
-    sys.exit(main())
diff --git a/bin/psm_conversion.py b/bin/psm_conversion.py
deleted file mode 100755
index 79ac1517..00000000
--- a/bin/psm_conversion.py
+++ /dev/null
@@ -1,174 +0,0 @@
-#!/usr/bin/env python
-
-import os
-import re
-import sys
-from pathlib import Path
-
-import numpy as np
-import pandas as pd
-import pyopenms as oms
-
-_parquet_field = [
-    "sequence",
-    "protein_accessions",
-    "protein_start_positions",
-    "protein_end_positions",
-    "modifications",
-    "retention_time",
-    "charge",
-    "exp_mass_to_charge",
-    "reference_file_name",
-    "scan_number",
-    "peptidoform",
-    "posterior_error_probability",
-    "global_qvalue",
-    "is_decoy",
-    "consensus_support",
-    "mz_array",
-    "intensity_array",
-    "num_peaks",
-    "search_engines",
-    "id_scores",
-    "hit_rank",
-]
-
-
-def mods_position(peptide):
-    if peptide.startswith("."):
-        peptide = peptide[1:]
-    pattern = re.compile(r"\((.*?)\)")
-    original_mods = pattern.findall(peptide)
-    peptide = re.sub(r"\(.*?\)", ".", peptide)
-    position = [i.start() for i in re.finditer(r"\.", peptide)]
-    for j in range(1, len(position)):
-        position[j] -= j
-
-    for k in range(0, len(original_mods)):
-        original_mods[k] = str(position[k]) + "-" + original_mods[k]
-
-    original_mods = (
-        [str(i) for i in original_mods] if len(original_mods) > 0 else np.nan
-    )
-
-    return original_mods
-
-
-def convert_psm(idxml, spectra_file, export_decoy_psm):
-    prot_ids = []
-    pep_ids = []
-    parquet_data = []
-    consensus_support = np.nan
-    mz_array = []
-    intensity_array = []
-    num_peaks = np.nan
-    id_scores = []
-    search_engines = []
-
-    oms.IdXMLFile().load(idxml, prot_ids, pep_ids)
-    if "ConsensusID" in prot_ids[0].getSearchEngine():
-        if prot_ids[0].getSearchParameters().metaValueExists("SE:MS-GF+"):
-            search_engines = ["MS-GF+"]
-        if prot_ids[0].getSearchParameters().metaValueExists("SE:Comet"):
-            search_engines.append("Comet")
-        if prot_ids[0].getSearchParameters().metaValueExists("SE:Sage"):
-            search_engines.append("Sage")
-    else:
-        search_engines = [prot_ids[0].getSearchEngine()]
-
-    reference_file_name = os.path.splitext(
-        prot_ids[0].getMetaValue("spectra_data")[0].decode("UTF-8")
-    )[0]
-    spectra_df = pd.read_parquet(spectra_file) if spectra_file else None
-
-    for peptide_id in pep_ids:
-        retention_time = peptide_id.getRT()
-        exp_mass_to_charge = peptide_id.getMZ()
-        scan_number = int(
-            re.findall(
-                r"(spectrum|scan)=(\d+)", peptide_id.getMetaValue("spectrum_reference")
-            )[0][1]
-        )
-
-        if isinstance(spectra_df, pd.DataFrame):
-            spectra = spectra_df[spectra_df["scan"] == scan_number]
-            mz_array = spectra["mz"].values
-            intensity_array = spectra["intensity"].values
-            num_peaks = len(mz_array)
-
-        for hit in peptide_id.getHits():
-            # if remove decoy when mapped to target+decoy?
-            is_decoy = 0 if hit.getMetaValue("target_decoy") == "target" else 1
-            if export_decoy_psm == "false" and is_decoy:
-                continue
-            global_qvalue = np.nan
-            if len(search_engines) > 1:
-                if "q-value" in peptide_id.getScoreType():
-                    global_qvalue = hit.getScore()
-                consensus_support = hit.getMetaValue("consensus_support")
-            elif search_engines == "Comet":
-                id_scores = ["Comet:Expectation value: " + str(hit.getScore())]
-            elif search_engines == "MS-GF+":
-                id_scores = ["MS-GF:SpecEValue: " + str(hit.getScore())]
-            elif search_engines == "Sage":
-                id_scores = ["Sage:hyperscore: " + str(hit.getScore())]
-
-            if hit.metaValueExists("MS:1001491"):
-                global_qvalue = hit.getMetaValue("MS:1001491")
-
-            charge = hit.getCharge()
-            peptidoform = hit.getSequence().toString()
-            modifications = mods_position(peptidoform)
-            sequence = hit.getSequence().toUnmodifiedString()
-            protein_accessions = [
-                ev.getProteinAccession() for ev in hit.getPeptideEvidences()
-            ]
-            posterior_error_probability = hit.getMetaValue(
-                "Posterior Error Probability_score"
-            )
-            protein_start_positions = [
-                ev.getStart() for ev in hit.getPeptideEvidences()
-            ]
-            protein_end_positions = [ev.getEnd() for ev in hit.getPeptideEvidences()]
-            hit_rank = hit.getRank()
-
-            parquet_data.append(
-                [
-                    sequence,
-                    protein_accessions,
-                    protein_start_positions,
-                    protein_end_positions,
-                    modifications,
-                    retention_time,
-                    charge,
-                    exp_mass_to_charge,
-                    reference_file_name,
-                    scan_number,
-                    peptidoform,
-                    posterior_error_probability,
-                    global_qvalue,
-                    is_decoy,
-                    consensus_support,
-                    mz_array,
-                    intensity_array,
-                    num_peaks,
-                    search_engines,
-                    id_scores,
-                    hit_rank,
-                ]
-            )
-
-    pd.DataFrame(parquet_data, columns=_parquet_field).to_csv(
-        f"{Path(idxml).stem}_psm.csv", mode="w", index=False, header=True
-    )
-
-
-def main():
-    idxml_path = sys.argv[1]
-    spectra_file = sys.argv[2]
-    export_decoy_psm = sys.argv[3]
-    convert_psm(idxml_path, spectra_file, export_decoy_psm)
-
-
-if __name__ == "__main__":
-    sys.exit(main())
diff --git a/modules/local/extract_psm/main.nf b/modules/local/extract_psm/main.nf
index 9b730d17..575b20af 100644
--- a/modules/local/extract_psm/main.nf
+++ b/modules/local/extract_psm/main.nf
@@ -2,10 +2,10 @@ process PSMCONVERSION {
     tag "$meta.mzml_id"
     label 'process_medium'
 
-    conda "bioconda::quantms-utils=0.0.3"
+    conda "bioconda::quantms-utils=0.0.4"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.3--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.3--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.4--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.4--pyhdfd78af_0' }"
 
 
     input:
diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index 072fd4f9..7b09c13c 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -2,10 +2,10 @@ process MS2RESCORE {
     tag "$meta.mzml_id"
     label 'process_high'
 
-    conda "bioconda::quantms-utils=0.0.3"
+    conda "bioconda::quantms-utils=0.0.4"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.3--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.3--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.4--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.4--pyhdfd78af_0' }"
 
     // userEmulation settings when docker is specified
     containerOptions = (workflow.containerEngine == 'docker') ? '-u $(id -u) -e "HOME=${HOME}" -v /etc/passwd:/etc/passwd:ro -v /etc/shadow:/etc/shadow:ro -v /etc/group:/etc/group:ro -v $HOME:$HOME' : ''
diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index 6d250ad4..8dc94e33 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -3,10 +3,10 @@ process MZMLSTATISTICS {
     label 'process_medium'
     label 'process_single'
 
-    conda "bioconda::quantms-utils=0.0.3"
+    conda "bioconda::quantms-utils=0.0.4"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.3--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.3--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.4--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.4--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(ms_file)
diff --git a/modules/local/preprocess_expdesign.nf b/modules/local/preprocess_expdesign.nf
index f77328a1..a335d898 100644
--- a/modules/local/preprocess_expdesign.nf
+++ b/modules/local/preprocess_expdesign.nf
@@ -6,10 +6,10 @@ process PREPROCESS_EXPDESIGN {
     tag "$design.Name"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.3"
+    conda "bioconda::quantms-utils=0.0.4"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.3--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.3--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.4--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.4--pyhdfd78af_0' }"
 
     input:
     path design
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index 83bc97c3..7b4d8300 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -3,10 +3,10 @@ process SAMPLESHEET_CHECK {
     tag "$input_file"
     label 'process_single'
 
-    conda "bioconda::quantms-utils=0.0.3"
+    conda "bioconda::quantms-utils=0.0.4"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.3--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.3--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.4--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.4--pyhdfd78af_0' }"
 
     input:
     path input_file
diff --git a/modules/local/sdrfparsing/main.nf b/modules/local/sdrfparsing/main.nf
index 0203b9e0..7f28ef06 100644
--- a/modules/local/sdrfparsing/main.nf
+++ b/modules/local/sdrfparsing/main.nf
@@ -2,10 +2,10 @@ process SDRFPARSING {
     tag "$sdrf.Name"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.3"
+    conda "bioconda::quantms-utils=0.0.4"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.3--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.3--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.4--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.4--pyhdfd78af_0' }"
 
     input:
     path sdrf

From a308f42f3e4b0874f0edb319061fcc6e0248060a Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Fri, 9 Aug 2024 09:47:53 +0100
Subject: [PATCH 223/264] 0.0.3 -> 0.0.4 quantms-utils

---
 .github/workflows/ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index fc370376..8c63a1bf 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -46,7 +46,7 @@ jobs:
         include:
           - test_profile: test_latest_dia
             exec_profile: singularity
-          - test_profile: test_lfq
+          - test_profile: test_lfq, test_dda_id
             exec_profile: conda
     steps:
       - name: Check out pipeline code

From 42aaf5eeeca441c8fb494b40b824120457f4c0e5 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Fri, 9 Aug 2024 09:56:20 +0100
Subject: [PATCH 224/264] 0.0.3 -> 0.0.4 quantms-utils

---
 .github/workflows/ci.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 8c63a1bf..6522ff26 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -46,7 +46,9 @@ jobs:
         include:
           - test_profile: test_latest_dia
             exec_profile: singularity
-          - test_profile: test_lfq, test_dda_id
+          - test_profile: test_lfq
+            exec_profile: conda
+          - test_profile: test_dda_id
             exec_profile: conda
     steps:
       - name: Check out pipeline code

From a42b52b5faffcb05aadb8f01286936ca1ea323f6 Mon Sep 17 00:00:00 2001
From: William Fondrie <fondriew@gmail.com>
Date: Fri, 9 Aug 2024 12:11:10 -0700
Subject: [PATCH 225/264] Update changelog

---
 CHANGELOG.md | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7ac0e346..4b30e632 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,6 +9,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#386](https://github.com/bigbio/quantms/pull/386) Make validation of ontology terms optional
 
+### Fixed
+- [#400](https://github.com/bigbio/quantms/pull/400) The random file selection when using `random_preanalysis` with DIANN is now reproducible.
+
+
 ### `Changed`
 
 ### `Fixed`

From e009adb0734c8b494bfc8af4431e8f3f2265ac3d Mon Sep 17 00:00:00 2001
From: William Fondrie <fondriew@gmail.com>
Date: Fri, 9 Aug 2024 12:12:30 -0700
Subject: [PATCH 226/264] Remove extra line from changelog

---
 CHANGELOG.md | 1 -
 1 file changed, 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4b30e632..e3ee8934 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,7 +12,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### Fixed
 - [#400](https://github.com/bigbio/quantms/pull/400) The random file selection when using `random_preanalysis` with DIANN is now reproducible.
 
-
 ### `Changed`
 
 ### `Fixed`

From 8e164b22b1458b7f8b9c6ca237fead5e31264bb3 Mon Sep 17 00:00:00 2001
From: William Fondrie <fondriew@gmail.com>
Date: Fri, 9 Aug 2024 12:14:57 -0700
Subject: [PATCH 227/264] Run pre-commit hooks

---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index e3ee8934..ac206374 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -10,6 +10,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#386](https://github.com/bigbio/quantms/pull/386) Make validation of ontology terms optional
 
 ### Fixed
+
 - [#400](https://github.com/bigbio/quantms/pull/400) The random file selection when using `random_preanalysis` with DIANN is now reproducible.
 
 ### `Changed`

From a69d08ff5a72bcecffd2b2f17014a27e528f43e0 Mon Sep 17 00:00:00 2001
From: William Fondrie <fondriew@gmail.com>
Date: Fri, 9 Aug 2024 16:12:23 -0700
Subject: [PATCH 228/264] Fix flatten

---
 workflows/dia.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/workflows/dia.nf b/workflows/dia.nf
index 95c98073..cced0ede 100644
--- a/workflows/dia.nf
+++ b/workflows/dia.nf
@@ -78,7 +78,7 @@ workflow DIA {
         if (params.random_preanalysis) {
             preanalysis_subset = ch_file_preparation_results
                 .toSortedList()
-                .flatten()
+                .flatMap()
                 .randomSample(params.empirical_assembly_ms_n, params.random_preanalysis_seed)
             empirical_lib_files = preanalysis_subset
                 .map { result -> result[1] }

From f26b958ae410ad836c36bc7548e86a39033c350a Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sun, 11 Aug 2024 16:51:26 +0100
Subject: [PATCH 229/264] 0.0.4 -> 0.0.5 quantms-utils

---
 modules/local/extract_psm/main.nf     | 6 +++---
 modules/local/ms2rescore/main.nf      | 6 +++---
 modules/local/mzmlstatistics/main.nf  | 6 +++---
 modules/local/preprocess_expdesign.nf | 6 +++---
 modules/local/samplesheet_check.nf    | 6 +++---
 modules/local/sdrfparsing/main.nf     | 6 +++---
 6 files changed, 18 insertions(+), 18 deletions(-)

diff --git a/modules/local/extract_psm/main.nf b/modules/local/extract_psm/main.nf
index 575b20af..ec44d68e 100644
--- a/modules/local/extract_psm/main.nf
+++ b/modules/local/extract_psm/main.nf
@@ -2,10 +2,10 @@ process PSMCONVERSION {
     tag "$meta.mzml_id"
     label 'process_medium'
 
-    conda "bioconda::quantms-utils=0.0.4"
+    conda "bioconda::quantms-utils=0.0.5"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.4--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.4--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.5--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.5--pyhdfd78af_0' }"
 
 
     input:
diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index 7b09c13c..fced2e5e 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -2,10 +2,10 @@ process MS2RESCORE {
     tag "$meta.mzml_id"
     label 'process_high'
 
-    conda "bioconda::quantms-utils=0.0.4"
+    conda "bioconda::quantms-utils=0.0.5"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.4--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.4--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.5--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.5--pyhdfd78af_0' }"
 
     // userEmulation settings when docker is specified
     containerOptions = (workflow.containerEngine == 'docker') ? '-u $(id -u) -e "HOME=${HOME}" -v /etc/passwd:/etc/passwd:ro -v /etc/shadow:/etc/shadow:ro -v /etc/group:/etc/group:ro -v $HOME:$HOME' : ''
diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index 8dc94e33..bc78623e 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -3,10 +3,10 @@ process MZMLSTATISTICS {
     label 'process_medium'
     label 'process_single'
 
-    conda "bioconda::quantms-utils=0.0.4"
+    conda "bioconda::quantms-utils=0.0.5"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.4--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.4--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.5--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.5--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(ms_file)
diff --git a/modules/local/preprocess_expdesign.nf b/modules/local/preprocess_expdesign.nf
index a335d898..194041f7 100644
--- a/modules/local/preprocess_expdesign.nf
+++ b/modules/local/preprocess_expdesign.nf
@@ -6,10 +6,10 @@ process PREPROCESS_EXPDESIGN {
     tag "$design.Name"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.4"
+    conda "bioconda::quantms-utils=0.0.5"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.4--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.4--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.5--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.5--pyhdfd78af_0' }"
 
     input:
     path design
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index 7b4d8300..b7ab0101 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -3,10 +3,10 @@ process SAMPLESHEET_CHECK {
     tag "$input_file"
     label 'process_single'
 
-    conda "bioconda::quantms-utils=0.0.4"
+    conda "bioconda::quantms-utils=0.0.5"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.4--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.4--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.5--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.5--pyhdfd78af_0' }"
 
     input:
     path input_file
diff --git a/modules/local/sdrfparsing/main.nf b/modules/local/sdrfparsing/main.nf
index 7f28ef06..f9858f15 100644
--- a/modules/local/sdrfparsing/main.nf
+++ b/modules/local/sdrfparsing/main.nf
@@ -2,10 +2,10 @@ process SDRFPARSING {
     tag "$sdrf.Name"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.4"
+    conda "bioconda::quantms-utils=0.0.5"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.4--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.4--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.5--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.5--pyhdfd78af_0' }"
 
     input:
     path sdrf

From acc1e1d106c03f97d54bb03b3097789156583293 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 12 Aug 2024 17:14:36 +0100
Subject: [PATCH 230/264] 0.0.5 -> 0.0.6 quantms-utils

---
 modules/local/extract_psm/main.nf     | 6 +++---
 modules/local/ms2rescore/main.nf      | 6 +++---
 modules/local/mzmlstatistics/main.nf  | 6 +++---
 modules/local/preprocess_expdesign.nf | 6 +++---
 modules/local/samplesheet_check.nf    | 6 +++---
 modules/local/sdrfparsing/main.nf     | 6 +++---
 6 files changed, 18 insertions(+), 18 deletions(-)

diff --git a/modules/local/extract_psm/main.nf b/modules/local/extract_psm/main.nf
index ec44d68e..7700d417 100644
--- a/modules/local/extract_psm/main.nf
+++ b/modules/local/extract_psm/main.nf
@@ -2,10 +2,10 @@ process PSMCONVERSION {
     tag "$meta.mzml_id"
     label 'process_medium'
 
-    conda "bioconda::quantms-utils=0.0.5"
+    conda "bioconda::quantms-utils=0.0.6"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.5--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.5--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.6--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.6--pyhdfd78af_0' }"
 
 
     input:
diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index fced2e5e..8a989766 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -2,10 +2,10 @@ process MS2RESCORE {
     tag "$meta.mzml_id"
     label 'process_high'
 
-    conda "bioconda::quantms-utils=0.0.5"
+    conda "bioconda::quantms-utils=0.0.6"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.5--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.5--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.6--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.6--pyhdfd78af_0' }"
 
     // userEmulation settings when docker is specified
     containerOptions = (workflow.containerEngine == 'docker') ? '-u $(id -u) -e "HOME=${HOME}" -v /etc/passwd:/etc/passwd:ro -v /etc/shadow:/etc/shadow:ro -v /etc/group:/etc/group:ro -v $HOME:$HOME' : ''
diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index bc78623e..022f925a 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -3,10 +3,10 @@ process MZMLSTATISTICS {
     label 'process_medium'
     label 'process_single'
 
-    conda "bioconda::quantms-utils=0.0.5"
+    conda "bioconda::quantms-utils=0.0.6"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.5--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.5--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.6--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.6--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(ms_file)
diff --git a/modules/local/preprocess_expdesign.nf b/modules/local/preprocess_expdesign.nf
index 194041f7..75c0cf40 100644
--- a/modules/local/preprocess_expdesign.nf
+++ b/modules/local/preprocess_expdesign.nf
@@ -6,10 +6,10 @@ process PREPROCESS_EXPDESIGN {
     tag "$design.Name"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.5"
+    conda "bioconda::quantms-utils=0.0.6"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.5--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.5--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.6--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.6--pyhdfd78af_0' }"
 
     input:
     path design
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index b7ab0101..35ce570f 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -3,10 +3,10 @@ process SAMPLESHEET_CHECK {
     tag "$input_file"
     label 'process_single'
 
-    conda "bioconda::quantms-utils=0.0.5"
+    conda "bioconda::quantms-utils=0.0.6"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.5--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.5--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.6--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.6--pyhdfd78af_0' }"
 
     input:
     path input_file
diff --git a/modules/local/sdrfparsing/main.nf b/modules/local/sdrfparsing/main.nf
index f9858f15..0b1975fc 100644
--- a/modules/local/sdrfparsing/main.nf
+++ b/modules/local/sdrfparsing/main.nf
@@ -2,10 +2,10 @@ process SDRFPARSING {
     tag "$sdrf.Name"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.5"
+    conda "bioconda::quantms-utils=0.0.6"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.5--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.5--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.6--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.6--pyhdfd78af_0' }"
 
     input:
     path sdrf

From 2f49842dcc1373bdac780a3f5917c6bc1e11a3f0 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 12 Aug 2024 20:51:11 +0100
Subject: [PATCH 231/264] remove rest of python scripts

---
 bin/add_sage_feature.py         |   39 -
 bin/diann_convert.py            | 1633 -------------------------------
 bin/extract_sample.py           |   56 --
 bin/prepare_diann_parameters.py |  139 ---
 4 files changed, 1867 deletions(-)
 delete mode 100755 bin/add_sage_feature.py
 delete mode 100755 bin/diann_convert.py
 delete mode 100755 bin/extract_sample.py
 delete mode 100755 bin/prepare_diann_parameters.py

diff --git a/bin/add_sage_feature.py b/bin/add_sage_feature.py
deleted file mode 100755
index 8d53fa06..00000000
--- a/bin/add_sage_feature.py
+++ /dev/null
@@ -1,39 +0,0 @@
-#!/usr/bin/env python
-# Add extra features in sage idXML. Adding extra feature in Sage isn't known input for PSMFeatureExtractor
-
-import sys
-
-import pandas as pd
-import pyopenms as oms
-
-
-def add_feature(idx_file, output_file, feat_file):
-    extra_feat = []
-    feat = pd.read_csv(feat_file, sep="\t")
-    for _, row in feat.iterrows():
-        if row["feature_generator"] == "psm_file":
-            continue
-        else:
-            extra_feat.append(row["feature_name"])
-    print("Adding extra feature: {}".format(extra_feat))
-    protein_ids = []
-    peptide_ids = []
-    oms.IdXMLFile().load(idx_file, protein_ids, peptide_ids)
-    SearchParameters = protein_ids[0].getSearchParameters()
-    features = SearchParameters.getMetaValue("extra_features")
-    extra_features = features + "," + ",".join(extra_feat)
-    SearchParameters.setMetaValue("extra_features", extra_features)
-    protein_ids[0].setSearchParameters(SearchParameters)
-    oms.IdXMLFile().store(output_file, protein_ids, peptide_ids)
-    print("Done")
-
-
-def main():
-    idx_file = sys.argv[1]
-    output_file = sys.argv[2]
-    feat_file = sys.argv[3]
-    add_feature(idx_file, output_file, feat_file)
-
-
-if __name__ == "__main__":
-    sys.exit(main())
diff --git a/bin/diann_convert.py b/bin/diann_convert.py
deleted file mode 100755
index becf0b4a..00000000
--- a/bin/diann_convert.py
+++ /dev/null
@@ -1,1633 +0,0 @@
-#!/usr/bin/env python
-"""
-This script converts the output from DIA-NN into three standard formats: MSstats, Triqler and mzTab.
-License: Apache 2.0
-Authors: Hong Wong, Yasset Perez-Riverol
-Revisions:
-    2023-Aug-05: J. Sebastian Paez
-"""
-import logging
-import os
-import re
-import warnings
-from pathlib import Path
-from typing import Any, Dict, List, Set, Tuple, Union
-
-import click
-import numpy as np
-import pandas as pd
-from pyopenms import AASequence, FASTAFile, ModificationsDB
-from pyopenms.Constants import PROTON_MASS_U
-
-pd.set_option("display.max_rows", 500)
-pd.set_option("display.max_columns", 500)
-pd.set_option("display.width", 1000)
-
-CONTEXT_SETTINGS = dict(help_option_names=["-h", "--help"])
-REVISION = "0.1.1"
-
-logging.basicConfig(
-    format="%(asctime)s [%(funcName)s] - %(message)s", level=logging.DEBUG
-)
-logger = logging.getLogger(__name__)
-
-
-@click.group(context_settings=CONTEXT_SETTINGS)
-def cli():
-    pass
-
-
-@click.command("convert")
-@click.option("--folder", "-f")
-@click.option("--exp_design", "-d")
-@click.option("--diann_version", "-v")
-@click.option("--dia_params", "-p")
-@click.option("--charge", "-c")
-@click.option("--missed_cleavages", "-m")
-@click.option("--qvalue_threshold", "-q", type=float)
-@click.pass_context
-def convert(
-    ctx,
-    folder,
-    exp_design,
-    dia_params,
-    diann_version,
-    charge,
-    missed_cleavages,
-    qvalue_threshold,
-):
-    """
-    Convert DIA-NN output to MSstats, Triqler or mzTab.
-    The output formats are used for quality control and downstream analysis.
-
-    :param folder: DiannConvert specifies the folder where the required file resides. The folder contains
-        the DiaNN main report, protein matrix, precursor matrix, experimental design file, protein sequence
-        FASTA file, version file of DiaNN and ms_info TSVs
-    :type folder: str
-    :param dia_params: A list contains DIA parameters
-    :type dia_params: list
-    :param diann_version: Path to a version file of DIA-NN
-    :type diann_version: str
-    :param charge: The charge assigned by DIA-NN(max_precursor_charge)
-    :type charge: int
-    :param missed_cleavages: Allowed missed cleavages assigned by DIA-NN
-    :type missed_cleavages: int
-    :param qvalue_threshold: Threshold for filtering q value
-    :type qvalue_threshold: float
-    """
-    logger.debug(f"Revision {REVISION}")
-    logger.debug("Reading input files...")
-    diann_directory = DiannDirectory(folder, diann_version_file=diann_version)
-    report = diann_directory.main_report_df(qvalue_threshold=qvalue_threshold)
-    s_DataFrame, f_table = get_exp_design_dfs(exp_design)
-
-    # Convert to MSstats
-    msstats_columns_keep = [
-        "Protein.Names",
-        "Modified.Sequence",
-        "Precursor.Charge",
-        "Precursor.Quantity",
-        "File.Name",
-        "Run",
-    ]
-
-    logger.debug("Converting to MSstats format...")
-    out_msstats = report[msstats_columns_keep]
-    out_msstats.columns = [
-        "ProteinName",
-        "PeptideSequence",
-        "PrecursorCharge",
-        "Intensity",
-        "Reference",
-        "Run",
-    ]
-    out_msstats = out_msstats[out_msstats["Intensity"] != 0]
-
-    # Q: What is this line doing?
-    out_msstats.loc[:, "PeptideSequence"] = out_msstats.apply(
-        lambda x: AASequence.fromString(x["PeptideSequence"]).toString(), axis=1
-    )
-    out_msstats["FragmentIon"] = "NA"
-    out_msstats["ProductCharge"] = "0"
-    out_msstats["IsotopeLabelType"] = "L"
-    unique_reference_map = {
-        k: os.path.basename(k) for k in out_msstats["Reference"].unique()
-    }
-    out_msstats["Reference"] = out_msstats["Reference"].map(unique_reference_map)
-    del unique_reference_map
-
-    logger.debug("\n\nReference Column >>>")
-    logger.debug(out_msstats["Reference"])
-
-    logger.debug(f"\n\nout_msstats ({out_msstats.shape}) >>>")
-    logger.debug(out_msstats.head(5))
-
-    logger.debug(f"\n\nf_table ({f_table.shape})>>>")
-    logger.debug(f_table.head(5))
-
-    logger.debug(f"\n\ns_DataFrame ({s_DataFrame.shape})>>>")
-    logger.debug(s_DataFrame.head(5))
-
-    logger.debug("Adding Fraction, BioReplicate, Condition columns")
-    # Changing implementation from apply to merge went from several minutes to
-    # ~50ms
-    out_msstats = out_msstats.merge(
-        (
-            s_DataFrame[["Sample", "MSstats_Condition", "MSstats_BioReplicate"]]
-            .merge(f_table[["Fraction", "Sample", "run"]], on="Sample")
-            .rename(
-                columns={
-                    "run": "Run",
-                    "MSstats_BioReplicate": "BioReplicate",
-                    "MSstats_Condition": "Condition",
-                }
-            )
-            .drop(columns=["Sample"])
-        ),
-        on="Run",
-        validate="many_to_one",
-    )
-    exp_out_prefix = Path(exp_design).stem
-    out_msstats.to_csv(exp_out_prefix + "_msstats_in.csv", sep=",", index=False)
-    logger.info(f"MSstats input file is saved as {exp_out_prefix}_msstats_in.csv")
-
-    # Convert to Triqler
-    triqler_cols = [
-        "ProteinName",
-        "PeptideSequence",
-        "PrecursorCharge",
-        "Intensity",
-        "Run",
-        "Condition",
-    ]
-    out_triqler = out_msstats[triqler_cols]
-    del out_msstats
-    out_triqler.columns = [
-        "proteins",
-        "peptide",
-        "charge",
-        "intensity",
-        "run",
-        "condition",
-    ]
-    out_triqler = out_triqler[out_triqler["intensity"] != 0]
-
-    out_triqler.loc[:, "searchScore"] = report["Q.Value"]
-    out_triqler.loc[:, "searchScore"] = 1 - out_triqler["searchScore"]
-    out_triqler.to_csv(exp_out_prefix + "_triqler_in.tsv", sep="\t", index=False)
-    logger.info(f"Triqler input file is saved as {exp_out_prefix}_triqler_in.tsv")
-    del out_triqler
-
-    mztab_out = f"{Path(exp_design).stem}_out.mzTab"
-    # Convert to mzTab
-    diann_directory.convert_to_mztab(
-        report=report,
-        f_table=f_table,
-        charge=charge,
-        missed_cleavages=missed_cleavages,
-        dia_params=dia_params,
-        out=mztab_out,
-    )
-
-
-def _true_stem(x):
-    """
-    Return the true stem of a file name, i.e. the
-    file name without the extension.
-
-    :param x: The file name
-    :type x: str
-    :return: The true stem of the file name
-    :rtype: str
-
-    Examples:
-    >>> _true_stem("foo.mzML")
-    'foo'
-    >>> _true_stem("foo.d.tar")
-    'foo'
-
-    These examples can be tested with pytest:
-    $ pytest -v --doctest-modules
-    """
-    split = os.path.basename(x).split(".")
-    stem = split[0]
-
-    # Should I check here that the extensions are
-    # allowed? I can see how this would break if the
-    # file name contains a period.
-    return stem
-
-
-def get_exp_design_dfs(exp_design_file):
-    logger.info(f"Reading experimental design file: {exp_design_file}")
-    with open(exp_design_file, "r") as f:
-        data = f.readlines()
-        empty_row = data.index("\n")
-        f_table = [i.replace("\n", "").split("\t") for i in data[1:empty_row]]
-        f_header = data[0].replace("\n", "").split("\t")
-        f_table = pd.DataFrame(f_table, columns=f_header)
-        f_table.loc[:, "run"] = f_table.apply(
-            lambda x: _true_stem(x["Spectra_Filepath"]), axis=1
-        )
-
-        s_table = [i.replace("\n", "").split("\t") for i in data[empty_row + 1 :]][1:]
-        s_header = data[empty_row + 1].replace("\n", "").split("\t")
-        s_DataFrame = pd.DataFrame(s_table, columns=s_header)
-
-    return s_DataFrame, f_table
-
-
-def compute_mass_modified_peptide(peptide_seq: str) -> float:
-    """
-    Function that takes a peptide sequence including modifications and compute the mass using the AASequence class from
-    pyopenms. The notation of a peptidoform for pyopenms is the following:
-
-    if not modifications is present:
-      AVQVHQDTLRTMYFAXR -> AVQVHQDTLRTMYFAX[178.995499]R
-    if modification is present in Methionine:
-      AVQVHQDTLRTM(Oxidation)YFAXR -> AVQVHQDTLRTM(Oxidation)YFAX[178.995499]R
-
-    @param peptide_seq: str, peptide sequence
-    @return: float, mass of the peptide
-    """
-    peptide_parts: List[str] = []
-    not_mod = True
-    aa_mass = {
-        "X": "X[178.98493453312]",  # 196.995499 - 17.003288 - 1.00727646688
-        "U": "X[132.94306553312]",  # 150.95363  - 17.003288 - 1.00727646688
-        "O": "X[237.14773053312]",  # 255.158295 - 17.003288 - 1.00727646688
-    }
-    for aa in peptide_seq:
-        # Check if the letter is in aminoacid
-        if aa == "(":
-            not_mod = False
-        elif aa == ")":
-            not_mod = True
-        # Check aminoacid letter
-        if aa in aa_mass and not_mod:
-            aa = aa_mass[aa]
-        elif (
-            aa
-            not in [
-                "G",
-                "A",
-                "V",
-                "L",
-                "I",
-                "F",
-                "M",
-                "P",
-                "W",
-                "S",
-                "C",
-                "T",
-                "Y",
-                "N",
-                "Q",
-                "D",
-                "E",
-                "K",
-                "R",
-                "H",
-            ]
-            and not_mod
-            and aa != ")"
-        ):
-            logger.info(f"Unknown amino acid with mass not known:{aa}")
-        peptide_parts.append(aa)
-    new_peptide_seq = "".join(peptide_parts)
-    mass = AASequence.fromString(new_peptide_seq).getMonoWeight()
-    logger.debug(new_peptide_seq + ":" + str(mass))
-    return mass
-
-
-class DiannDirectory:
-    def __init__(self, base_path, diann_version_file):
-        self.base_path = Path(base_path)
-        if not self.base_path.exists() and not self.base_path.is_dir():
-            raise NotADirectoryError(f"Path {self.base_path} does not exist")
-        self.diann_version_file = Path(diann_version_file)
-        if not self.diann_version_file.is_file():
-            raise FileNotFoundError(f"Path {self.diann_version_file} does not exist")
-
-    def find_first_file_with_suffix(self, suffix: str) -> os.PathLike:
-        """Finds a file with a given suffix in the directory.
-
-        :param suffix: The suffix to search for
-        :type suffix: str
-
-        :raises FileNotFoundError: If no file with the given suffix is found
-        """
-        try:
-            return next(self.base_path.glob(f"**/*{suffix}"))
-        except StopIteration:
-            raise FileNotFoundError(f"Could not find file with suffix {suffix}")
-
-    @property
-    def report(self) -> os.PathLike:
-        return self.find_first_file_with_suffix("report.tsv")
-
-    @property
-    def pg_matrix(self) -> os.PathLike:
-        return self.find_first_file_with_suffix("pg_matrix.tsv")
-
-    @property
-    def pr_matrix(self) -> os.PathLike:
-        return self.find_first_file_with_suffix("pr_matrix.tsv")
-
-    @property
-    def fasta(self) -> os.PathLike:
-        try:
-            return self.find_first_file_with_suffix(".fasta")
-        except FileNotFoundError:
-            return self.find_first_file_with_suffix(".fa")
-
-    @property
-    def ms_info(self) -> os.PathLike:
-        return self.find_first_file_with_suffix("ms_info.tsv")
-
-    @property
-    def diann_version(self) -> str:
-        logger.debug("Validating DIANN version")
-        diann_version_id = None
-        with open(self.diann_version_file) as f:
-            for line in f:
-                if "DIA-NN" in line:
-                    logger.debug(f"Found DIA-NN version: {line}")
-                    diann_version_id = line.rstrip("\n").split(": ")[1]
-
-        if diann_version_id is None:
-            raise ValueError(
-                f"Could not find DIA-NN version in file {self.diann_version_file}"
-            )
-
-        return diann_version_id
-
-    def validate_diann_version(self) -> None:
-        supported_diann_versions = ["1.8.1", "1.9.beta.1"]
-        if self.diann_version not in supported_diann_versions:
-            raise ValueError(f"Unsupported DIANN version {self.diann_version}")
-
-    def convert_to_mztab(
-        self,
-        report,
-        f_table,
-        charge: int,
-        missed_cleavages: int,
-        dia_params: List[Any],
-        out: os.PathLike,
-    ) -> None:
-        logger.info("Converting to mzTab")
-        self.validate_diann_version()
-
-        # This could be a branching point if we want to support other versions
-        # of DIA-NN, maybe something like this:
-        # if diann_version_id == "1.8.1":
-        #     self.convert_to_mztab_1_8_1(report, f_table, charge, missed_cleavages, dia_params)
-        # else:
-        #     raise ValueError(f"Unsupported DIANN version {diann_version_id}, supported versions are 1.8.1 ...")
-
-        logger.info(f"Reading fasta file: {self.fasta}")
-        entries: list = []
-        f = FASTAFile()
-        f.load(str(self.fasta), entries)
-        fasta_entries = [(e.identifier, e.sequence, len(e.sequence)) for e in entries]
-        fasta_df = pd.DataFrame(fasta_entries, columns=["id", "seq", "len"])
-
-        logger.info("Mapping run information to report")
-        index_ref = f_table.copy()
-        index_ref.rename(
-            columns={
-                "Fraction_Group": "ms_run",
-                "Sample": "study_variable",
-                "run": "Run",
-            },
-            inplace=True,
-        )
-        index_ref["ms_run"] = index_ref["ms_run"].astype("int")
-        index_ref["study_variable"] = index_ref["study_variable"].astype("int")
-        report = report.merge(
-            index_ref[["ms_run", "Run", "study_variable"]],
-            on="Run",
-            validate="many_to_one",
-        )
-
-        MTD, database = mztab_MTD(
-            index_ref, dia_params, str(self.fasta), charge, missed_cleavages
-        )
-        pg = pd.read_csv(
-            self.pg_matrix,
-            sep="\t",
-            header=0,
-        )
-        PRH = mztab_PRH(report, pg, index_ref, database, fasta_df)
-        del pg
-        pr = pd.read_csv(
-            self.pr_matrix,
-            sep="\t",
-            header=0,
-        )
-        precursor_list = list(report["Precursor.Id"].unique())
-        PEH = mztab_PEH(report, pr, precursor_list, index_ref, database)
-        del pr
-        PSH = mztab_PSH(report, str(self.base_path), database)
-        del report
-        MTD.loc["", :] = ""
-        PRH.loc[len(PRH) + 1, :] = ""
-        PEH.loc[len(PEH) + 1, :] = ""
-        with open(out, "w", newline="") as f:
-            MTD.to_csv(f, mode="w", sep="\t", index=False, header=False)
-            PRH.to_csv(f, mode="w", sep="\t", index=False, header=True)
-            PEH.to_csv(f, mode="w", sep="\t", index=False, header=True)
-            PSH.to_csv(f, mode="w", sep="\t", index=False, header=True)
-
-        logger.info(f"mzTab file generated successfully! at {out}_out.mzTab")
-
-    def main_report_df(self, qvalue_threshold: float) -> pd.DataFrame:
-        remain_cols = [
-            "File.Name",
-            "Run",
-            "Protein.Group",
-            "Protein.Names",
-            "Protein.Ids",
-            "First.Protein.Description",
-            "PG.MaxLFQ",
-            "RT.Start",
-            "Global.Q.Value",
-            "Lib.Q.Value",
-            "PEP",
-            "Precursor.Normalised",
-            "Precursor.Id",
-            "Q.Value",
-            "Modified.Sequence",
-            "Stripped.Sequence",
-            "Precursor.Charge",
-            "Precursor.Quantity",
-            "Global.PG.Q.Value",
-        ]
-        report = pd.read_csv(self.report, sep="\t", header=0, usecols=remain_cols)
-
-        # filter based on qvalue parameter for downstream analysiss
-        logger.debug(
-            f"Filtering report based on qvalue threshold: {qvalue_threshold}, {len(report)} rows"
-        )
-        report = report[report["Q.Value"] < qvalue_threshold]
-        logger.debug(f"Report filtered, {len(report)} rows remaining")
-
-        logger.debug("Calculating Precursor.Mz")
-        # Making the map is 10x faster, and includes the mass of
-        # the modification. with respect to the previous implementation.
-        uniq_masses = {
-            k: compute_mass_modified_peptide(k)
-            for k in report["Modified.Sequence"].unique()
-        }
-        mass_vector = report["Modified.Sequence"].map(uniq_masses)
-        report["Calculate.Precursor.Mz"] = (
-            mass_vector + (PROTON_MASS_U * report["Precursor.Charge"])
-        ) / report["Precursor.Charge"]
-
-        logger.debug("Indexing Precursors")
-        # Making the map is 1500x faster
-        precursor_index_map = {
-            k: i for i, k in enumerate(report["Precursor.Id"].unique())
-        }
-        report["precursor.Index"] = report["Precursor.Id"].map(precursor_index_map)
-
-        logger.debug(f"Shape of main report {report.shape}")
-        logger.debug(str(report.head()))
-
-        return report
-
-
-def MTD_mod_info(fix_mod, var_mod):
-    """
-    Convert fixed and variable modifications to the format required by the MTD sub-table.
-
-    :param fix_mod: Fixed modifications from DIA parameter list
-    :type fix_mod: str
-    :param var_mod: Variable modifications from DIA parameter list
-    :type var_mod: str
-    :return: A tuple contains fixed and variable modifications, and flags indicating whether they are null
-    :rtype: tuple
-    """
-    var_ptm = []
-    fix_ptm = []
-    mods_db = ModificationsDB()
-
-    if fix_mod != "null":
-        fix_flag = 1
-        for mod in fix_mod.split(","):
-            mod_obj = mods_db.getModification(mod)
-            mod_name = mod_obj.getId()
-            mod_accession = mod_obj.getUniModAccession()
-            site = mod_obj.getOrigin()
-            fix_ptm.append(
-                ("[UNIMOD, " + mod_accession.upper() + ", " + mod_name + ", ]", site)
-            )
-    else:
-        fix_flag = 0
-        fix_ptm.append("[MS, MS:1002453, No fixed modifications searched, ]")
-
-    if var_mod != "null":
-        var_flag = 1
-        for mod in var_mod.split(","):
-            mod_obj = mods_db.getModification(mod)
-            mod_name = mod_obj.getId()
-            mod_accession = mod_obj.getUniModAccession()
-            site = mod_obj.getOrigin()
-            var_ptm.append(
-                ("[UNIMOD, " + mod_accession.upper() + ", " + mod_name + ", ]", site)
-            )
-    else:
-        var_flag = 0
-        var_ptm.append("[MS, MS:1002454, No variable modifications searched, ]")
-
-    return fix_ptm, var_ptm, fix_flag, var_flag
-
-
-def mztab_MTD(index_ref, dia_params, fasta, charge, missed_cleavages):
-    """
-    Construct MTD sub-table.
-
-    :param index_ref: On the basis of f_table, two columns "MS_run" and "study_variable" are added for matching
-    :type index_ref: pandas.core.frame.DataFrame
-    :param dia_params: A list contains DIA parameters
-    :type dia_params: list
-    :param fasta: Fasta file path
-    :type fasta: str
-    :param charge: Charges set by Dia-NN
-    :type charge: int
-    :param missed_cleavages: Missed cleavages set by Dia-NN
-    :type missed_cleavages: int
-    :return: MTD sub-table
-    :rtype: pandas.core.frame.DataFrame
-    """
-    logger.info("Constructing MTD sub-table...")
-    dia_params_list = dia_params.split(";")
-    dia_params_list = ["null" if i == "" else i for i in dia_params_list]
-    FragmentMassTolerance = dia_params_list[0]
-    FragmentMassToleranceUnit = dia_params_list[1]
-    PrecursorMassTolerance = dia_params_list[2]
-    PrecursorMassToleranceUnit = dia_params_list[3]
-    Enzyme = dia_params_list[4]
-    FixedModifications = dia_params_list[5]
-    VariableModifications = dia_params_list[6]
-    out_mztab_MTD = pd.DataFrame()
-    out_mztab_MTD.loc[1, "mzTab-version"] = "1.0.0"
-    out_mztab_MTD.loc[1, "mzTab-mode"] = "Summary"
-    out_mztab_MTD.loc[1, "mzTab-type"] = "Quantification"
-    out_mztab_MTD.loc[1, "title"] = "ConsensusMap export from OpenMS"
-    out_mztab_MTD.loc[1, "description"] = "OpenMS export from consensusXML"
-    out_mztab_MTD.loc[1, "protein_search_engine_score[1]"] = (
-        "[, , DIA-NN Global.PG.Q.Value, ]"
-    )
-    out_mztab_MTD.loc[1, "peptide_search_engine_score[1]"] = (
-        "[, , DIA-NN Q.Value (minimum of the respective precursor q-values), ]"
-    )
-    out_mztab_MTD.loc[1, "psm_search_engine_score[1]"] = (
-        "[MS, MS:MS:1001869, protein-level q-value, ]"
-    )
-    out_mztab_MTD.loc[1, "software[1]"] = "[MS, MS:1003253, DIA-NN, Release (v1.8.1)]"
-    out_mztab_MTD.loc[1, "software[1]-setting[1]"] = fasta
-    out_mztab_MTD.loc[1, "software[1]-setting[2]"] = "db_version:null"
-    out_mztab_MTD.loc[1, "software[1]-setting[3]"] = (
-        "fragment_mass_tolerance:" + FragmentMassTolerance
-    )
-    out_mztab_MTD.loc[1, "software[1]-setting[4]"] = (
-        "fragment_mass_tolerance_unit:" + FragmentMassToleranceUnit
-    )
-    out_mztab_MTD.loc[1, "software[1]-setting[5]"] = (
-        "precursor_mass_tolerance:" + PrecursorMassTolerance
-    )
-    out_mztab_MTD.loc[1, "software[1]-setting[6]"] = (
-        "precursor_mass_tolerance_unit:" + PrecursorMassToleranceUnit
-    )
-    out_mztab_MTD.loc[1, "software[1]-setting[7]"] = "enzyme:" + Enzyme
-    out_mztab_MTD.loc[1, "software[1]-setting[8]"] = "enzyme_term_specificity:full"
-    out_mztab_MTD.loc[1, "software[1]-setting[9]"] = "charges:" + str(charge)
-    out_mztab_MTD.loc[1, "software[1]-setting[10]"] = "missed_cleavages:" + str(
-        missed_cleavages
-    )
-    out_mztab_MTD.loc[1, "software[1]-setting[11]"] = (
-        "fixed_modifications:" + FixedModifications
-    )
-    out_mztab_MTD.loc[1, "software[1]-setting[12]"] = (
-        "variable_modifications:" + VariableModifications
-    )
-
-    (fixed_mods, variable_mods, fix_flag, var_flag) = MTD_mod_info(
-        FixedModifications, VariableModifications
-    )
-    if fix_flag == 1:
-        for i in range(1, len(fixed_mods) + 1):
-            out_mztab_MTD.loc[1, "fixed_mod[" + str(i) + "]"] = fixed_mods[i - 1][0]
-            out_mztab_MTD.loc[1, "fixed_mod[" + str(i) + "]-site"] = fixed_mods[i - 1][
-                1
-            ]
-            out_mztab_MTD.loc[1, "fixed_mod[" + str(i) + "]-position"] = "Anywhere"
-    else:
-        out_mztab_MTD.loc[1, "fixed_mod[1]"] = fixed_mods[0]
-
-    if var_flag == 1:
-        for i in range(1, len(variable_mods) + 1):
-            out_mztab_MTD.loc[1, "variable_mod[" + str(i) + "]"] = variable_mods[i - 1][
-                0
-            ]
-            out_mztab_MTD.loc[1, "variable_mod[" + str(i) + "]-site"] = variable_mods[
-                i - 1
-            ][1]
-            out_mztab_MTD.loc[1, "variable_mod[" + str(i) + "]-position"] = "Anywhere"
-    else:
-        out_mztab_MTD.loc[1, "variable_mod[1]"] = variable_mods[0]
-
-    out_mztab_MTD.loc[1, "quantification_method"] = (
-        "[MS, MS:1001834, LC-MS label-free quantitation analysis, ]"
-    )
-    out_mztab_MTD.loc[1, "protein-quantification_unit"] = "[, , Abundance, ]"
-    out_mztab_MTD.loc[1, "peptide-quantification_unit"] = "[, , Abundance, ]"
-
-    for i in range(1, max(index_ref["ms_run"]) + 1):
-        out_mztab_MTD.loc[1, "ms_run[" + str(i) + "]-format"] = (
-            "[MS, MS:1000584, mzML file, ]"
-        )
-        out_mztab_MTD.loc[1, "ms_run[" + str(i) + "]-location"] = (
-            "file://"
-            + index_ref[index_ref["ms_run"] == i]["Spectra_Filepath"].values[0]
-        )
-        out_mztab_MTD.loc[1, "ms_run[" + str(i) + "]-id_format"] = (
-            "[MS, MS:1000777, spectrum identifier nativeID format, ]"
-        )
-        out_mztab_MTD.loc[1, "assay[" + str(i) + "]-quantification_reagent"] = (
-            "[MS, MS:1002038, unlabeled sample, ]"
-        )
-        out_mztab_MTD.loc[1, "assay[" + str(i) + "]-ms_run_ref"] = (
-            "ms_run[" + str(i) + "]"
-        )
-
-    with warnings.catch_warnings():
-        warnings.simplefilter("ignore")
-        # This is used here in order to ignore performance warnings from pandas.
-        for i in range(1, max(index_ref["study_variable"]) + 1):
-            study_variable = []
-            for j in list(index_ref[index_ref["study_variable"] == i]["ms_run"].values):
-                study_variable.append("assay[" + str(j) + "]")
-            out_mztab_MTD.loc[1, "study_variable[" + str(i) + "]-assay_refs"] = (
-                ",".join(study_variable)
-            )
-            out_mztab_MTD.loc[1, "study_variable[" + str(i) + "]-description"] = (
-                "no description given"
-            )
-
-    # The former loop makes a very sharded frame, this
-    # makes the frame more compact in memory.
-    out_mztab_MTD = out_mztab_MTD.copy()
-    out_mztab_MTD.loc[2, :] = "MTD"
-
-    # Transpose out_mztab_MTD
-    col = list(out_mztab_MTD.columns)
-    row = list(out_mztab_MTD.index)
-    out_mztab_MTD_T = pd.DataFrame(out_mztab_MTD.values.T, index=col, columns=row)
-    out_mztab_MTD_T.columns = ["inf", "index"]
-    out_mztab_MTD_T.insert(0, "title", out_mztab_MTD_T.index)
-    index = out_mztab_MTD_T.loc[:, "index"]
-    out_mztab_MTD_T.drop(labels=["index"], axis=1, inplace=True)
-    out_mztab_MTD_T.insert(0, "index", index)
-    database = os.path.basename(fasta.split(".")[-2])
-
-    return out_mztab_MTD_T, database
-
-
-def mztab_PRH(report, pg, index_ref, database, fasta_df):
-    """
-    Construct PRH sub-table.
-
-    :param report: Dataframe for Dia-NN main report
-    :type report: pandas.core.frame.DataFrame
-    :param pg: Dataframe for Dia-NN protein groups matrix
-    :type pg: pandas.core.frame.DataFrame
-    :param index_ref: On the basis of f_table, two columns "ms_run" and "study_variable" are added for matching
-    :type index_ref: pandas.core.frame.DataFrame
-    :param database: Path to fasta file
-    :type database: str
-    :param fasta_df: A dataframe contains protein IDs, sequences and lengths
-    :type fasta_df: pandas.core.frame.DataFrame
-    :return: PRH sub-table
-    :rtype: pandas.core.frame.DataFrame
-    """
-    logger.info("Constructing PRH sub-table...")
-    logger.debug(
-        f"Input report shape: {report.shape},"
-        f" input pg shape: {pg.shape},"
-        f" input index_ref shape: {index_ref.shape},"
-        f" input fasta_df shape: {fasta_df.shape}"
-    )
-    file = list(pg.columns[5:])
-    col = {}
-    for i in file:
-        col[i] = (
-            "protein_abundance_assay["
-            + str(index_ref[index_ref["Run"] == _true_stem(i)]["ms_run"].values[0])
-            + "]"
-        )
-
-    pg.rename(columns=col, inplace=True)
-
-    logger.debug("Classifying results type ...")
-    pg["opt_global_result_type"] = "single_protein"
-    pg.loc[pg["Protein.Group"].str.contains(";"), "opt_global_result_type"] = (
-        "indistinguishable_protein_group"
-    )
-
-    out_mztab_PRH = pg
-    del pg
-    out_mztab_PRH = out_mztab_PRH.drop(["Protein.Names"], axis=1)
-    out_mztab_PRH.rename(
-        columns={"First.Protein.Description": "description"}, inplace=True
-    )
-    out_mztab_PRH.loc[:, "database"] = database
-
-    null_col = [
-        "taxid",
-        "species",
-        "database_version",
-        "search_engine",
-        "opt_global_Posterior_Probability_score",
-        "opt_global_nr_found_peptides",
-        "opt_global_cv_PRIDE:0000303_decoy_hit",
-    ]
-    for i in null_col:
-        out_mztab_PRH.loc[:, i] = "null"
-
-    logger.debug("Extracting accession values (keeping first)...")
-    out_mztab_PRH.loc[:, "accession"] = out_mztab_PRH.apply(
-        lambda x: x["Protein.Group"].split(";")[0], axis=1
-    )
-
-    protein_details_df = out_mztab_PRH[
-        out_mztab_PRH["opt_global_result_type"] == "indistinguishable_protein_group"
-    ]
-    prh_series = (
-        protein_details_df["Protein.Group"]
-        .str.split(";", expand=True)
-        .stack()
-        .reset_index(level=1, drop=True)
-    )
-    prh_series.name = "accession"
-    protein_details_df = (
-        protein_details_df.drop("accession", axis=1)
-        .join(prh_series)
-        .reset_index()
-        .drop(columns="index")
-    )
-    if len(protein_details_df) > 0:
-        logger.info(f"Found {len(protein_details_df)} indistinguishable protein groups")
-        # The Following line fails if there are no indistinguishable protein groups
-        protein_details_df.loc[:, "col"] = "protein_details"
-        # protein_details_df = protein_details_df[-protein_details_df["accession"].str.contains("-")]
-        out_mztab_PRH = pd.concat([out_mztab_PRH, protein_details_df]).reset_index(
-            drop=True
-        )
-    else:
-        logger.info("No indistinguishable protein groups found")
-
-    logger.debug("Calculating protein coverage (bottleneck)...")
-    # This is a bottleneck
-    # reimplementation runs in 67s vs 137s (old) in my data
-    out_mztab_PRH.loc[:, "protein_coverage"] = calculate_protein_coverages(
-        report=report, out_mztab_PRH=out_mztab_PRH, fasta_df=fasta_df
-    )
-
-    logger.debug("Getting ambiguity members...")
-    # IN THEORY this should be the same as
-    # out_mztab_PRH["ambiguity_members"] = out_mztab_PRH["Protein.Ids"]
-    # out_mztab_PRH.loc[out_mztab_PRH["opt_global_result_type"] == "single_protein", "ambiguity_members"] = "null"
-    # or out_mztab_PRH.loc[out_mztab_PRH["Protein.Ids"] == out_mztab_PRH["accession"], "ambiguity_members"] = "null"
-    out_mztab_PRH.loc[:, "ambiguity_members"] = out_mztab_PRH.apply(
-        lambda x: (
-            x["Protein.Group"]
-            if x["opt_global_result_type"] == "indistinguishable_protein_group"
-            else "null"
-        ),
-        axis=1,
-    )
-
-    logger.debug("Matching PRH to best search engine score...")
-    score_looker = ModScoreLooker(report)
-    out_mztab_PRH[["modifiedSequence", "best_search_engine_score[1]"]] = (
-        out_mztab_PRH.apply(
-            lambda x: score_looker.get_score(x["Protein.Group"]),
-            axis=1,
-            result_type="expand",
-        )
-    )
-
-    logger.debug("Matching PRH to modifications...")
-    out_mztab_PRH.loc[:, "modifications"] = out_mztab_PRH.apply(
-        lambda x: find_modification(x["modifiedSequence"]), axis=1, result_type="expand"
-    )
-
-    logger.debug("Matching PRH to protein quantification...")
-    ## quantity at protein level: PG.MaxLFQ
-    # This used to be a bottleneck in performance
-    # This implementation drops the run time from 57s to 25ms
-    protein_agg_report = (
-        report[["PG.MaxLFQ", "Protein.Group", "study_variable"]]
-        .groupby(["study_variable", "Protein.Group"])
-        .agg({"PG.MaxLFQ": ["mean", "std", "sem"]})
-        .reset_index()
-        .pivot(columns=["study_variable"], index="Protein.Group")
-        .reset_index()
-    )
-    protein_agg_report.columns = [
-        "::".join([str(s) for s in col]).strip()
-        for col in protein_agg_report.columns.values
-    ]
-    subname_mapper = {
-        "Protein.Group::::": "Protein.Group",
-        "PG.MaxLFQ::mean": "protein_abundance_study_variable",
-        "PG.MaxLFQ::std": "protein_abundance_stdev_study_variable",
-        "PG.MaxLFQ::sem": "protein_abundance_std_error_study_variable",
-    }
-    name_mapper = name_mapper_builder(subname_mapper)
-    protein_agg_report.rename(columns=name_mapper, inplace=True)
-    # out_mztab_PRH has columns accession and Protein.Ids; 'Q9NZJ9', 'A0A024RBG1;Q9NZJ9;Q9NZJ9-2']
-    # the report table has 'Protein.Group' and 'Protein.Ids': 'Q9NZJ9', 'A0A024RBG1;Q9NZJ9;Q9NZJ9-2'
-    # Oddly enough the last implementation mapped the the accession (Q9NZJ9) in the mztab
-    # to the Protein.Ids (A0A024RBG1;Q9NZJ9;Q9NZJ9-2), leading to A LOT of missing values.
-    out_mztab_PRH = out_mztab_PRH.merge(
-        protein_agg_report,
-        on="Protein.Group",
-        how="left",
-        validate="many_to_one",
-        copy=True,
-    )
-    del name_mapper
-    del subname_mapper
-    del protein_agg_report
-    # end of (former) bottleneck
-
-    out_mztab_PRH.loc[:, "PRH"] = "PRT"
-    index = out_mztab_PRH.loc[:, "PRH"]
-    out_mztab_PRH.drop(
-        ["PRH", "Genes", "modifiedSequence", "Protein.Group"], axis=1, inplace=True
-    )
-    out_mztab_PRH.insert(0, "PRH", index)
-    out_mztab_PRH.fillna("null", inplace=True)
-    out_mztab_PRH.loc[:, "database"] = database
-    new_cols = [col for col in out_mztab_PRH.columns if not col.startswith("opt_")] + [
-        col for col in out_mztab_PRH.columns if col.startswith("opt_")
-    ]
-    out_mztab_PRH = out_mztab_PRH[new_cols]
-    return out_mztab_PRH
-
-
-def mztab_PEH(
-    report: pd.DataFrame,
-    pr: pd.DataFrame,
-    precursor_list: List[str],
-    index_ref: pd.DataFrame,
-    database: os.PathLike,
-) -> pd.DataFrame:
-    """
-    Construct PEH sub-table.
-
-    :param report: Dataframe for Dia-NN main report
-    :type report: pandas.core.frame.DataFrame
-    :param pr: Dataframe for Dia-NN precursors matrix
-    :type pr: pandas.core.frame.DataFrame
-    :param precursor_list: A list contains all precursor IDs
-    :type precursor_list: list
-    :param index_ref: On the basis of f_table, two columns "ms_run" and "study_variable" are added for matching
-    :type index_ref: pandas.core.frame.DataFrame
-    :param database: Path to fasta file
-    :type database: str
-    :return: PEH sub-table
-    :rtype: pandas.core.frame.DataFrame
-    """
-    logger.info("Constructing PEH sub-table...")
-    logger.debug(
-        f"report.shape: {report.shape}, "
-        f" pr.shape: {pr.shape},"
-        f" len(precursor_list): {len(precursor_list)},"
-        f" index_ref.shape: {index_ref.shape}"
-    )
-    out_mztab_PEH = pd.DataFrame()
-    out_mztab_PEH = pr.iloc[:, 0:10]
-    out_mztab_PEH.drop(
-        ["Protein.Ids", "Protein.Names", "First.Protein.Description", "Proteotypic"],
-        axis=1,
-        inplace=True,
-    )
-    out_mztab_PEH.rename(
-        columns={
-            "Stripped.Sequence": "sequence",
-            "Protein.Group": "accession",
-            "Modified.Sequence": "opt_global_cv_MS:1000889_peptidoform_sequence",
-            "Precursor.Charge": "charge",
-        },
-        inplace=True,
-    )
-
-    logger.debug("Finding modifications...")
-    out_mztab_PEH.loc[:, "modifications"] = out_mztab_PEH.apply(
-        lambda x: find_modification(x["opt_global_cv_MS:1000889_peptidoform_sequence"]),
-        axis=1,
-        result_type="expand",
-    )
-
-    logger.debug("Extracting sequence...")
-    out_mztab_PEH.loc[:, "opt_global_cv_MS:1000889_peptidoform_sequence"] = (
-        out_mztab_PEH.apply(
-            lambda x: AASequence.fromString(
-                x["opt_global_cv_MS:1000889_peptidoform_sequence"]
-            ).toString(),
-            axis=1,
-        )
-    )
-
-    logger.debug("Checking accession uniqueness...")
-    out_mztab_PEH.loc[:, "unique"] = out_mztab_PEH.apply(
-        lambda x: "0" if ";" in str(x["accession"]) else "1",
-        axis=1,
-        result_type="expand",
-    )
-
-    null_col = [
-        "database_version",
-        "search_engine",
-        "retention_time_window",
-        "mass_to_charge",
-        "opt_global_feature_id",
-    ]
-    for i in null_col:
-        out_mztab_PEH.loc[:, i] = "null"
-    out_mztab_PEH.loc[:, "opt_global_cv_MS:1002217_decoy_peptide"] = "0"
-
-    logger.debug("Matching precursor IDs...")
-    # Pre-calculating the indices and using a lookup table drops run time from
-    # ~6.5s to 11ms
-    precursor_indices = {k: i for i, k in enumerate(precursor_list)}
-    pr_ids = out_mztab_PEH["Precursor.Id"].map(precursor_indices)
-    out_mztab_PEH["pr_id"] = pr_ids
-    del precursor_indices
-
-    logger.debug("Getting scores per run")
-    # This implementation is 422-700x faster than the apply-based one
-    tmp = (
-        report.groupby(["precursor.Index", "ms_run"])
-        .agg({"Q.Value": ["min"]})
-        .reset_index()
-        .pivot(columns=["ms_run"], index="precursor.Index")
-        .reset_index()
-    )
-    tmp.columns = pd.Index(
-        ["::".join([str(s) for s in col]).strip() for col in tmp.columns.values]
-    )
-    subname_mapper = {
-        "precursor.Index::::": "precursor.Index",
-        "Q.Value::min": "search_engine_score[1]_ms_run",
-    }
-    name_mapper = name_mapper_builder(subname_mapper)
-    tmp.rename(columns=name_mapper, inplace=True)
-    out_mztab_PEH = out_mztab_PEH.merge(
-        tmp.rename(columns={"precursor.Index": "pr_id"}),
-        on="pr_id",
-        validate="one_to_one",
-    )
-    del tmp
-    del subname_mapper
-    del name_mapper
-
-    logger.debug("Getting peptide abundances per study variable")
-    pep_study_report = per_peptide_study_report(report)
-    out_mztab_PEH = out_mztab_PEH.merge(
-        pep_study_report, on="pr_id", how="left", validate="one_to_one", copy=True
-    )
-    del pep_study_report
-
-    logger.debug("Getting peptide properties...")
-    # Re-implementing this section from apply -> assign to groupby->agg
-    # speeds up the process from 11s to 25ms in my data (~440x faster)
-    # Notably, this changes slightly...
-    # "opt_global_q-value" was the FIRST "Global.Q.Value", now its the min
-    # "opt_global_SpecEValue_score" was the FIRST "Lib.Q.Value" now its the min
-    # I believe picking the first is inconsistent because no sorting is checked
-    # and the first is arbitrary.
-
-    aggtable = (
-        report.groupby(["precursor.Index"])
-        .agg(
-            {
-                "Q.Value": "min",
-                "RT.Start": "mean",
-                "Global.Q.Value": "min",
-                "Lib.Q.Value": "min",
-                "Calculate.Precursor.Mz": "mean",
-            }
-        )
-        .reset_index()
-        .rename(
-            columns={
-                "precursor.Index": "pr_id",
-                "Q.Value": "best_search_engine_score[1]",
-                "RT.Start": "retention_time",
-                "Global.Q.Value": "opt_global_q-value",
-                "Lib.Q.Value": "opt_global_SpecEValue_score",
-                "Calculate.Precursor.Mz": "mass_to_charge",
-            }
-        )
-    )
-    del out_mztab_PEH["mass_to_charge"]
-    out_mztab_PEH = out_mztab_PEH.merge(aggtable, on="pr_id", validate="one_to_one")
-
-    logger.debug("Re-ordering columns...")
-    out_mztab_PEH.loc[:, "PEH"] = "PEP"
-    out_mztab_PEH.loc[:, "database"] = str(database)
-    index = out_mztab_PEH.loc[:, "PEH"]
-    out_mztab_PEH.drop(["PEH", "Precursor.Id", "Genes", "pr_id"], axis=1, inplace=True)
-    out_mztab_PEH.insert(0, "PEH", index)
-    out_mztab_PEH.fillna("null", inplace=True)
-    new_cols = [col for col in out_mztab_PEH.columns if not col.startswith("opt_")] + [
-        col for col in out_mztab_PEH.columns if col.startswith("opt_")
-    ]
-    out_mztab_PEH = out_mztab_PEH[new_cols]
-
-    return out_mztab_PEH
-
-
-def mztab_PSH(report, folder, database):
-    """
-    Construct PSH sub-table.
-
-    :param report: Dataframe for Dia-NN main report
-    :type report: pandas.core.frame.DataFrame
-    :param folder: DiannConvert specifies the folder where the required file resides. The folder contains
-        the DiaNN main report, protein matrix, precursor matrix, experimental design file, protein sequence
-        FASTA file, version file of DiaNN and ms_info TSVs
-    :type folder: str
-    :param database: Path to fasta file
-    :type database: str
-    :return: PSH sub-table
-    :rtype: pandas.core.frame.DataFrame
-    """
-    logger.info("Constructing PSH sub-table")
-
-    def __find_info(directory, n):
-        # This line matches n="220101_myfile", folder="." to
-        # "myfolder/220101_myfile_ms_info.tsv"
-        files = list(Path(directory).rglob(f"{n}_ms_info.parquet"))
-        # Check that it matches one and only one file
-        if not files:
-            raise ValueError(f"Could not find {n} info file in {directory}")
-        if len(files) > 1:
-            raise ValueError(f"Found multiple {n} info files in {directory}: {files}")
-
-        return files[0]
-
-    out_mztab_PSH = pd.DataFrame()
-    for n, group in report.groupby(["Run"]):
-        if isinstance(n, tuple) and len(n) == 1:
-            # This is here only to support versions of pandas where the groupby
-            # key is a tuple.
-            # related: https://github.com/pandas-dev/pandas/pull/51817
-            n = n[0]
-
-        file = __find_info(folder, n)
-        target = pd.read_parquet(file)
-        group.sort_values(by="RT.Start", inplace=True)
-        target = target[["Retention_Time", "SpectrumID", "Exp_Mass_To_Charge"]]
-        target.columns = [
-            "RT.Start",
-            "opt_global_spectrum_reference",
-            "exp_mass_to_charge",
-        ]
-        # Standardize spectrum identifier format for bruker data
-        if type(target.loc[0, "opt_global_spectrum_reference"]) != str:
-            target.loc[:, "opt_global_spectrum_reference"] = "scan=" + target.loc[
-                :, "opt_global_spectrum_reference"
-            ].astype(str)
-
-        # TODO seconds returned from precursor.getRT()
-        target.loc[:, "RT.Start"] = target.apply(lambda x: x["RT.Start"] / 60, axis=1)
-        out_mztab_PSH = pd.concat(
-            [
-                out_mztab_PSH,
-                pd.merge_asof(group, target, on="RT.Start", direction="nearest"),
-            ]
-        )
-    del report
-
-    ## Score at PSM level: Q.Value
-    out_mztab_PSH = out_mztab_PSH[
-        [
-            "Stripped.Sequence",
-            "Protein.Group",
-            "Q.Value",
-            "RT.Start",
-            "Precursor.Charge",
-            "Calculate.Precursor.Mz",
-            "exp_mass_to_charge",
-            "Modified.Sequence",
-            "PEP",
-            "Global.Q.Value",
-            "Global.Q.Value",
-            "opt_global_spectrum_reference",
-            "ms_run",
-        ]
-    ]
-    out_mztab_PSH.columns = [
-        "sequence",
-        "accession",
-        "search_engine_score[1]",
-        "retention_time",
-        "charge",
-        "calc_mass_to_charge",
-        "exp_mass_to_charge",
-        "opt_global_cv_MS:1000889_peptidoform_sequence",
-        "opt_global_SpecEValue_score",
-        "opt_global_q-value",
-        "opt_global_q-value_score",
-        "opt_global_spectrum_reference",
-        "ms_run",
-    ]
-
-    out_mztab_PSH.loc[:, "opt_global_cv_MS:1002217_decoy_peptide"] = "0"
-    out_mztab_PSH.loc[:, "PSM_ID"] = out_mztab_PSH.index
-    out_mztab_PSH.loc[:, "unique"] = out_mztab_PSH.apply(
-        lambda x: "0" if ";" in str(x["accession"]) else "1",
-        axis=1,
-        result_type="expand",
-    )
-    out_mztab_PSH.loc[:, "database"] = database
-
-    null_col = [
-        "database_version",
-        "search_engine",
-        "pre",
-        "post",
-        "start",
-        "end",
-        "opt_global_feature_id",
-        "opt_global_map_index",
-    ]
-    for i in null_col:
-        out_mztab_PSH.loc[:, i] = "null"
-
-    logger.info("Finding Modifications ...")
-    out_mztab_PSH.loc[:, "modifications"] = out_mztab_PSH.apply(
-        lambda x: find_modification(x["opt_global_cv_MS:1000889_peptidoform_sequence"]),
-        axis=1,
-        result_type="expand",
-    )
-
-    out_mztab_PSH.loc[:, "spectra_ref"] = out_mztab_PSH.apply(
-        lambda x: "ms_run[{}]:".format(x["ms_run"])
-        + x["opt_global_spectrum_reference"],
-        axis=1,
-        result_type="expand",
-    )
-
-    out_mztab_PSH.loc[:, "opt_global_cv_MS:1000889_peptidoform_sequence"] = (
-        out_mztab_PSH.apply(
-            lambda x: AASequence.fromString(
-                x["opt_global_cv_MS:1000889_peptidoform_sequence"]
-            ).toString(),
-            axis=1,
-            result_type="expand",
-        )
-    )
-
-    out_mztab_PSH.loc[:, "PSH"] = "PSM"
-    index = out_mztab_PSH.loc[:, "PSH"]
-    out_mztab_PSH.drop(["PSH", "ms_run"], axis=1, inplace=True)
-    out_mztab_PSH.insert(0, "PSH", index)
-    out_mztab_PSH.fillna("null", inplace=True)
-    new_cols = [col for col in out_mztab_PSH.columns if not col.startswith("opt_")] + [
-        col for col in out_mztab_PSH.columns if col.startswith("opt_")
-    ]
-    out_mztab_PSH = out_mztab_PSH[new_cols]
-    # out_mztab_PSH.to_csv("./out_psms.mztab", sep=",", index=False)
-
-    return out_mztab_PSH
-
-
-def add_info(target, index_ref):
-    """
-    On the basis of f_table, two columns "ms_run" and "study_variable" are added for matching.
-
-    :param target: The value of "Run" column in f_table
-    :type target: str
-    :param index_ref: A dataframe on the basis of f_table
-    :type index_ref: pandas.core.frame.DataFrame
-    :return: A tuple contains ms_run and study_variable
-    :rtype: tuple
-    """
-    match = index_ref[index_ref["Run"] == target]
-    ms_run = match["ms_run"].values[0]
-    study_variable = match["study_variable"].values[0]
-
-    return ms_run, study_variable
-
-
-def classify_result_type(target):
-    """Classify proteins
-
-    :param target: The target dataframe contains "Protein.Group" and "Protein.Ids"
-    :type target: pandas.core.frame.DataFrame
-    :return: A string implys protein type
-    :rtype: str
-    """
-    if ";" in target["Protein.Group"]:
-        return "indistinguishable_protein_group"
-    return "single_protein"
-
-
-def match_in_report(report, target, max_, flag, level):
-    """
-    This function is used to match the columns "ms_run" and "study_variable" from the report and
-    get the corresponding information for the mztab ms_run and study_values metadata values.
-
-    :param report: Dataframe for Dia-NN main report
-    :type report: pandas.core.frame.DataFrame
-    :param target: The value of "pr_id" column in out_mztab_PEH(level="peptide") or the "accession" column in out_mztab_PRH(level="protein")
-    :type target: str
-    :param max_: max_assay or max_study_variable
-    :type max_: int
-    :param flag: Match the "study_variable" column(flag=1) or the "ms_run" column(flag=0) in the filter result
-    :type flag: int
-    :param level: "pep" or "protein"
-    :type level: str
-    :return: A tuple contains multiple messages
-    :rtype: tuple
-    """  # noqa
-    if flag == 1 and level == "pep":
-        result = report[report["precursor.Index"] == target]
-        PEH_params = []
-        for i in range(1, max_ + 1):
-            match = result[result["study_variable"] == i]
-            PEH_params.extend(
-                [
-                    match["Precursor.Normalised"].mean(),
-                    "null",
-                    "null",
-                    "null",
-                    match["RT.Start"].mean(),
-                ]
-            )
-
-        return tuple(PEH_params)
-
-    if flag == 0 and level == "pep":
-        result = report[report["precursor.Index"] == target]
-        q_value = []
-        for i in range(1, max_ + 1):
-            match = result[result["ms_run"] == i]
-            q_value.append(
-                match["Q.Value"].values[0]
-                if match["Q.Value"].values.size > 0
-                else np.nan
-            )
-
-        return tuple(q_value)
-
-    if flag == 1 and level == "protein":
-        result = report[report["Protein.Group"] == target]
-        PRH_params = []
-        for i in range(1, max_ + 1):
-            match = result[result["study_variable"] == i]
-            PRH_params.extend([match["PG.MaxLFQ"].mean(), "null", "null"])
-
-        return tuple(PRH_params)
-
-
-class ModScoreLooker:
-    """
-    Class used to cache the lookup table of accessions to best scores and their
-    respective mod sequences.
-
-    Pre-computing the lookup table leverages a lot of speedum and vectortized
-    operations from pandas, and is much faster than doing the lookup on the fly
-    in a loop.
-
-    :param report: Dataframe for Dia-NN main report
-    :type report: pandas.core.frame.DataFrame
-    """
-
-    def __init__(self, report: pd.DataFrame) -> None:
-        self.lookup_dict = self.make_lookup_dict(report)
-
-    def make_lookup_dict(self, report) -> Dict[str, Tuple[str, float]]:
-        grouped_df = (
-            report[["Modified.Sequence", "Protein.Group", "Global.PG.Q.Value"]]
-            .sort_values("Global.PG.Q.Value", ascending=True)
-            .groupby(["Protein.Group"])
-            .head(1)
-        )
-        #        Modified.Sequence               Protein.Group  Global.PG.Q.Value
-        # 78265          LFNEQNFFQR  Q8IV63;Q8IV63-2;Q8IV63-3           0.000252
-        # 103585    NPTIVNFPITNVDLR           Q53GS9;Q53GS9-2           0.000252
-        # 103586          NPTWKPLIR           Q7Z4Q2;Q7Z4Q2-2           0.000252
-        # 103588      NPVGYPLAWQFLR           Q9NZ08;Q9NZ08-2           0.000252
-
-        out = {
-            row["Protein.Group"]: (row["Modified.Sequence"], row["Global.PG.Q.Value"])
-            for _, row in grouped_df.iterrows()
-        }
-        return out
-
-    def get_score(self, protein_id: str) -> Tuple[Union[str, float], float]:
-        """Returns a tuple contains modified sequences and the score at protein level.
-
-        Gets the best score and corresponding peptide for a given protein_id
-
-        Note that protein id can be something like 'Q8IV63;Q8IV63-2;Q8IV63-3'
-
-        Note2: This implementation also fixes a bug where the function would
-        return the first peptide in the report, not the best one. (but with the
-        score of the best one for that accession)
-
-        :param protein_id: The value of "accession" column in report
-        :type target: str
-        :return: A tuple that contains (best modified sequence, best score)
-            if the accession is not found, (np.nan, np.nan) is returned.
-        :rtype: tuple
-        """
-        # Q: in what cases can the accession not exist in the table?
-        #    or an accession not have peptides?
-        val = self.lookup_dict.get(protein_id, (np.nan, np.nan))
-        return val
-
-
-# Pre-compiling the regex makes the next function 2x faster
-# in my benchmarking - JSPP
-MODIFICATION_PATTERN = re.compile(r"\((.*?)\)")
-
-
-def find_modification(peptide):
-    """
-    Identify the modification site based on the peptide containing modifications.
-
-    :param peptide: Sequences of peptides
-    :type peptide: str
-    :return: Modification sites
-    :rtype: str
-
-    Examples:
-    >>> find_modification("PEPM(UNIMOD:35)IDE")
-    '4-UNIMOD:35'
-    >>> find_modification("SM(UNIMOD:35)EWEIRDS(UNIMOD:21)EPTIDEK")
-    '2-UNIMOD:35,9-UNIMOD:21'
-    """
-    peptide = str(peptide)
-    original_mods = MODIFICATION_PATTERN.findall(peptide)
-    peptide = MODIFICATION_PATTERN.sub(".", peptide)
-    position = [i for i, x in enumerate(peptide) if x == "."]
-    for j in range(1, len(position)):
-        position[j] -= j
-
-    for k in range(0, len(original_mods)):
-        original_mods[k] = str(position[k]) + "-" + original_mods[k].upper()
-
-    original_mods = (
-        ",".join(str(i) for i in original_mods) if len(original_mods) > 0 else "null"
-    )
-
-    return original_mods
-
-
-def name_mapper_builder(subname_mapper):
-    """Returns a function that renames the columns of the grouped table to match the ones
-    in the final table.
-
-    Examples:
-        >>> mapping_dict = {
-        ...     "precursor.Index::::": "pr_id",
-        ...     "Precursor.Normalised::mean": "peptide_abundance_study_variable"
-        ... }
-        >>> name_mapper = name_mapper_builder(mapping_dict)
-        >>> name_mapper("precursor.Index::::")
-        "pr_id"
-        >>> name_mapper("Precursor.Normalised::mean::1")
-        "peptide_abundance_study_variable[1]"
-    """
-    num_regex = re.compile(r"(.*)::(\d+)$")
-
-    def name_mapper(x):
-        """Renames the columns of the grouped table to match the ones
-        in the final table.
-
-        Examples:
-            >>> name_mapper("precursor.Index::::")
-            "pr_id"
-            >>> name_mapper("Precursor.Normalised::mean::1")
-            "peptide_abundance_study_variable[1]"
-        """
-        orig_x = x
-        for k, v in subname_mapper.items():
-            if k in x:
-                x = x.replace(k, v)
-        out = num_regex.sub(r"\1[\2]", x)
-        if out == orig_x:
-            # This should never happen but I am adding it here
-            # to prevent myself from shoting myself in the foot in the future.
-            raise ValueError(f"Column name {x} not found in subname_mapper")
-        return out
-
-    return name_mapper
-
-
-def per_peptide_study_report(report: pd.DataFrame) -> pd.DataFrame:
-    """Summarizes the report at peptide/study level and flattens the columns.
-
-    This function was implemented to replace an 'apply -> filter' approach.
-    In my benchmarking it went from 35.23 seconds for 4 samples, 4 conditions to
-    0.007 seconds.
-
-    This implementation differs in several aspects in the output values:
-    1. in the fact that it actually gets values for the m/z
-    2. always returns a float, whilst the apply version returns an 'object' dtype.
-    3. The original implementation, missing values had the string 'null', here they have the value np.nan.
-    4. The order of the final output is different; the original orders columns by
-    study variables > calculated value, this one is calculated value > study variables.
-
-    Calculates the mean, standard deviation and std error of the precursor
-    abundances, as well as the mean retention time and m/z.
-
-    The names in the end are called "peptide" but thechnically the are at the
-    precursor level. (peptide+charge combinations).
-
-    The columns will look like this in the end:
-    [
-        'pr_id',
-        'peptide_abundance_study_variable[1]',
-        ...
-        'peptide_abundance_stdev_study_variable[1]',
-        ...
-        'peptide_abundance_std_error_study_variable[1]',
-        ...
-        'opt_global_retention_time_study_variable[1]',
-        ...
-        'opt_global_mass_to_charge_study_variable[1]',
-        ...
-    ]
-    """
-    pep_study_grouped = (
-        report.groupby(["study_variable", "precursor.Index"])
-        .agg(
-            {
-                "Precursor.Normalised": ["mean", "std", "sem"],
-                "RT.Start": ["mean"],
-                "Calculate.Precursor.Mz": ["mean"],
-            }
-        )
-        .reset_index()
-        .pivot(columns=["study_variable"], index="precursor.Index")
-        .reset_index()
-    )
-    pep_study_grouped.columns = pd.Index(
-        [
-            "::".join([str(s) for s in col]).strip()
-            for col in pep_study_grouped.columns.values
-        ]
-    )
-    # Columns here would be like:
-    # [
-    #     "precursor.Index::::",
-    #     "Precursor.Normalised::mean::1",
-    #     "Precursor.Normalised::mean::2",
-    #     "Precursor.Normalised::std::1",
-    #     "Precursor.Normalised::std::2",
-    #     "Precursor.Normalised::sem::1",
-    #     "Precursor.Normalised::sem::2",
-    #     "RT.Start::mean::1",
-    #     "RT.Start::mean::2",
-    # ]
-    # So the right names need to be given and the table can be joined with the other one
-    subname_mapper = {
-        "precursor.Index::::": "pr_id",
-        "Precursor.Normalised::mean": "peptide_abundance_study_variable",
-        "Precursor.Normalised::std": "peptide_abundance_stdev_study_variable",
-        "Precursor.Normalised::sem": "peptide_abundance_std_error_study_variable",
-        "Calculate.Precursor.Mz::mean": "opt_global_mass_to_charge_study_variable",
-        "RT.Start::mean": "opt_global_retention_time_study_variable",
-    }
-    name_mapper = name_mapper_builder(subname_mapper)
-
-    pep_study_grouped.rename(
-        columns=name_mapper,
-        inplace=True,
-    )
-
-    return pep_study_grouped
-
-
-def calculate_coverage(ref_sequence: str, sequences: Set[str]):
-    """
-    Calculates the coverage of the reference sequence by the given sequences.
-
-    Examples:
-    >>> calculate_coverage("WATEROVERTHEDUCKSBACK", {"WATER", "DUCK"})
-    0.42857142857142855
-    >>> calculate_coverage("DUCKDUCKDUCK", {"DUCK"})
-    1.0
-    >>> calculate_coverage("WATEROVERTHEDUCK", {"DUCK"})
-    0.25
-    >>> calculate_coverage("WATER", {"WAT", "TER"})
-    1.0
-    >>> calculate_coverage("WATERGLASS", {"WAT", "TER"})
-    0.5
-    """
-    starts = []
-    lengths = []
-    for sequence in sequences:
-        local_start = 0
-        while True:
-            local_start = ref_sequence.find(sequence, local_start)
-            if local_start == -1:
-                break
-            starts.append(local_start)
-            lengths.append(len(sequence))
-            local_start += 1
-
-    # merge overlapping intervals
-    merged_starts: list = []
-    merged_lengths: list = []
-    for start, length in sorted(zip(starts, lengths)):
-        if merged_starts and merged_starts[-1] + merged_lengths[-1] >= start:
-            merged_lengths[-1] = (
-                max(merged_starts[-1] + merged_lengths[-1], start + length)
-                - merged_starts[-1]
-            )
-        else:
-            merged_starts.append(start)
-            merged_lengths.append(length)
-
-    # calculate coverage
-    coverage = sum(merged_lengths) / len(ref_sequence)
-    return coverage
-
-
-def calculate_protein_coverages(
-    report: pd.DataFrame, out_mztab_PRH: pd.DataFrame, fasta_df: pd.DataFrame
-) -> List[str]:
-    """Calculates protein coverages for the PRH table.
-
-    The protein coverage is calculated as the fraction of the protein sequence
-    in the fasta df, covered by the peptides in the report table, for every
-    protein in the PRH table (defined by accession, not protein.ids).
-    """
-    nested_df = (
-        report[["Protein.Group", "Stripped.Sequence"]]
-        .groupby("Protein.Group")
-        .agg({"Stripped.Sequence": set})
-        .reset_index()
-    )
-    #                      Protein.Group                                  Stripped.Sequence
-    # 0     A0A024RBG1;Q9NZJ9;Q9NZJ9-2                                   {SEQEDEVLLVSSSR}
-    # 1        A0A096LP49;A0A096LP49-2                                  {SPWAMTERKHSSLER}
-    # 2                A0AVT1;A0AVT1-2  {EDFTLLDFINAVK, KPDHVPISSEDER, QDVIITALDNVEAR,...
-    ids_to_seqs = dict(zip(nested_df["Protein.Group"], nested_df["Stripped.Sequence"]))
-    acc_to_ids = dict(zip(out_mztab_PRH["accession"], out_mztab_PRH["Protein.Group"]))
-    fasta_id_to_seqs = dict(zip(fasta_df["id"], fasta_df["seq"]))
-    acc_to_fasta_ids: dict = {}
-
-    # Since fasta ids are something like sp|P51451|BLK_HUMAN but
-    # accessions are something like Q9Y6V7-2, we need to find a
-    # partial string match between the two (the best one)
-    for acc in acc_to_ids:
-        # I am pretty sure this is the slowest part of the code
-        matches = fasta_df[fasta_df["id"].str.contains(acc)]["id"]
-        if len(matches) == 0:
-            logger.warning(
-                f"Could not find fasta id for accession {acc} in the fasta file."
-            )
-            acc_to_fasta_ids[acc] = None
-        elif len(matches) == 1:
-            acc_to_fasta_ids[acc] = matches.iloc[0]
-        else:
-            # If multiple, find best match. ej. Pick Q9Y6V7 over Q9Y6V7-2
-            # This can be acquired by finding the shortest string, since
-            # it entails more un-matched characters.
-            acc_to_fasta_ids[acc] = min(matches, key=len)
-
-    out: List[str] = [""] * len(out_mztab_PRH["accession"])
-
-    for i, acc in enumerate(out_mztab_PRH["accession"]):
-        f_id = acc_to_fasta_ids[acc]
-        if f_id is None:
-            out_cov = "null"
-        else:
-            cov = calculate_coverage(
-                fasta_id_to_seqs[f_id], ids_to_seqs[acc_to_ids[acc]]
-            )
-            out_cov = format(cov, ".03f")
-
-        out[i] = out_cov
-
-    return out
-
-
-cli.add_command(convert)
-
-if __name__ == "__main__":
-    cli()
diff --git a/bin/extract_sample.py b/bin/extract_sample.py
deleted file mode 100755
index 84270d5c..00000000
--- a/bin/extract_sample.py
+++ /dev/null
@@ -1,56 +0,0 @@
-#!/usr/bin/env python
-
-import argparse
-import errno
-import os
-import sys
-from pathlib import Path
-
-import pandas as pd
-
-
-def parse_args(args=None):
-    Description = "Extract sample information from an experiment design file"
-    Epilog = "Example usage: python extract_sample.py <EXP>"
-
-    parser = argparse.ArgumentParser(description=Description, epilog=Epilog)
-    parser.add_argument("EXP", help="Expdesign file to be extracted")
-    return parser.parse_args(args)
-
-
-def extract_sample(expdesign):
-    data = pd.read_csv(expdesign, sep="\t", header=0, dtype=str)
-    fTable = data.dropna()
-
-    # two table format
-    with open(expdesign, "r") as f:
-        lines = f.readlines()
-        empty_row = lines.index("\n")
-        s_table = [i.replace("\n", "").split("\t") for i in lines[empty_row + 1 :]][1:]
-        s_header = lines[empty_row + 1].replace("\n", "").split("\t")
-        s_DataFrame = pd.DataFrame(s_table, columns=s_header)
-
-    sample_dt = pd.DataFrame()
-    if "MSstats_Mixture" not in s_DataFrame.columns:
-        fTable = fTable[["Spectra_Filepath", "Sample"]]
-        fTable.to_csv(f"{Path(expdesign).stem}_sample.csv", sep="\t", index=False)
-    else:
-        fTable.drop_duplicates(subset=["Spectra_Filepath"], inplace=True)
-        for _, row in fTable.iterrows():
-            mixture_id = s_DataFrame[s_DataFrame["Sample"] == row["Sample"]][
-                "MSstats_Mixture"
-            ]
-            sample_dt = sample_dt.append(
-                {"Spectra_Filepath": row["Spectra_Filepath"], "Sample": mixture_id},
-                ignore_index=True,
-            )
-        sample_dt.to_csv(f"{Path(expdesign).stem}_sample.csv", sep="\t", index=False)
-
-
-def main(args=None):
-    args = parse_args(args)
-    extract_sample(args.EXP)
-
-
-if __name__ == "__main__":
-    sys.exit(main())
diff --git a/bin/prepare_diann_parameters.py b/bin/prepare_diann_parameters.py
deleted file mode 100755
index 1c7eddf4..00000000
--- a/bin/prepare_diann_parameters.py
+++ /dev/null
@@ -1,139 +0,0 @@
-#!/usr/bin/env python
-
-"""
-This script converts SDRF parameters to DIA-NN parameters
-License: Apache 2.0
-Authors: Dai Chengxin, Yasset Perez-Riverol
-"""
-
-import re
-from typing import List, Tuple
-
-import click
-from sdrf_pipelines.openms.unimod import UnimodDatabase
-
-CONTEXT_SETTINGS = dict(help_option_names=["-h", "--help"])
-
-
-@click.group(context_settings=CONTEXT_SETTINGS)
-def cli():
-    pass
-
-
-@click.command("generate")
-@click.option("--enzyme", "-e", help="")
-@click.option("--fix_mod", "-f", help="")
-@click.option("--var_mod", "-v", help="")
-@click.pass_context
-def generate_cfg(ctx, enzyme, fix_mod, var_mod):
-    cut = enzyme_cut(enzyme)
-    unimod_database = UnimodDatabase()
-    fix_ptm, var_ptm = convert_mod(unimod_database, fix_mod, var_mod)
-
-    var_ptm_str = " --var-mod "
-    fix_ptm_str = " --fixed-mod "
-    diann_fix_ptm = ""
-    diann_var_ptm = ""
-    for mod in fix_ptm:
-        diann_fix_ptm += fix_ptm_str + mod
-    for mod in var_ptm:
-        diann_var_ptm += var_ptm_str + mod
-
-    with open("diann_config.cfg", "w") as file:
-        file.write("--cut " + cut + diann_fix_ptm + diann_var_ptm)
-
-
-def convert_mod(unimod_database, fix_mod: str, var_mod: str) -> Tuple[List, List]:
-    pattern = re.compile(r"\((.*?)\)")
-    var_ptm = []
-    fix_ptm = []
-
-    if fix_mod != "":
-        for mod in fix_mod.split(","):
-            tag = 0
-            for modification in unimod_database.modifications:
-                if modification.get_name() == mod.split(" ")[0]:
-                    diann_mod = (
-                        modification.get_name()
-                        + ","
-                        + str(modification._delta_mono_mass)
-                    )
-                    tag = 1
-                    break
-            if tag == 0:
-                print(
-                    "Warning: Currently only supported unimod modifications for DIA pipeline. Skipped: "
-                    + mod
-                )
-                continue
-            site = re.findall(pattern, " ".join(mod.split(" ")[1:]))[0]
-            if site == "Protein N-term":
-                site = "*n"
-            elif site == "N-term":
-                site = "n"
-
-            if (
-                "TMT" in diann_mod
-                or "Label" in diann_mod
-                or "iTRAQ" in diann_mod
-                or "mTRAQ" in diann_mod
-            ):
-                fix_ptm.append(diann_mod + "," + site + "," + "label")
-            else:
-                fix_ptm.append(diann_mod + "," + site)
-
-    if var_mod != "":
-        for mod in var_mod.split(","):
-            tag = 0
-            for modification in unimod_database.modifications:
-                if modification.get_name() == mod.split(" ")[0]:
-                    diann_mod = (
-                        modification.get_name()
-                        + ","
-                        + str(modification._delta_mono_mass)
-                    )
-                    tag = 1
-                    break
-            if tag == 0:
-                print(
-                    "Warning: Currently only supported unimod modifications for DIA pipeline. Skipped: "
-                    + mod
-                )
-                continue
-            site = re.findall(pattern, " ".join(mod.split(" ")[1:]))[0]
-            if site == "Protein N-term":
-                site = "*n"
-            elif site == "N-term":
-                site = "n"
-
-            if (
-                "TMT" in diann_mod
-                or "Label" in diann_mod
-                or "iTRAQ" in diann_mod
-                or "mTRAQ" in diann_mod
-            ):
-                var_ptm.append(diann_mod + "," + site + "," + "label")
-            else:
-                var_ptm.append(diann_mod + "," + site)
-
-    return fix_ptm, var_ptm
-
-
-_ENZYME_SPECIFICITY = {
-    "Trypsin": "K*,R*,!*P",
-    "Trypsin/P": "K*,R*",
-    "Arg-C": "R*,!*P",
-    "Asp-N": "*B,*D",
-    "Chymotrypsin": "F*,W*,Y*,L*,!*P",
-    "Lys-C": "K*,!*P",
-}
-
-
-def enzyme_cut(enzyme: str) -> str:
-    return _ENZYME_SPECIFICITY.get(enzyme) or "--cut"
-
-
-cli.add_command(generate_cfg)
-
-if __name__ == "__main__":
-    cli()

From 29149c7d43fe7cd5c0e1e5ba7b779d8c68097c98 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 12 Aug 2024 21:54:32 +0100
Subject: [PATCH 232/264] remove rest of python scripts

---
 modules/local/diannconvert/main.nf       | 7 +++----
 modules/local/generate_diann_cfg/main.nf | 9 ++++-----
 2 files changed, 7 insertions(+), 9 deletions(-)

diff --git a/modules/local/diannconvert/main.nf b/modules/local/diannconvert/main.nf
index 8ef5b3d1..e706d4ec 100644
--- a/modules/local/diannconvert/main.nf
+++ b/modules/local/diannconvert/main.nf
@@ -2,11 +2,10 @@ process DIANNCONVERT {
     tag "$meta.experiment_id"
     label 'process_medium'
 
-    conda "conda-forge::pandas_schema conda-forge::lzstring bioconda::pmultiqc=0.0.25"
+    conda "bioconda::quantms-utils=0.0.6"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/pmultiqc:0.0.25--pyhdfd78af_0' :
-        'biocontainers/pmultiqc:0.0.25--pyhdfd78af_0' }"
-
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.6--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.6--pyhdfd78af_0' }"
 
     input:
     path(report)
diff --git a/modules/local/generate_diann_cfg/main.nf b/modules/local/generate_diann_cfg/main.nf
index 9cddd307..73e3f9e6 100644
--- a/modules/local/generate_diann_cfg/main.nf
+++ b/modules/local/generate_diann_cfg/main.nf
@@ -2,11 +2,10 @@ process GENERATE_DIANN_CFG {
     tag "$meta.experiment_id"
     label 'process_low'
 
-    conda 'conda-forge::pandas_schema bioconda::sdrf-pipelines=0.0.29'
+    conda "bioconda::quantms-utils=0.0.6"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.29--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.29--pyhdfd78af_0' }"
-
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.6--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.6--pyhdfd78af_0' }"
 
     input:
     val(meta)
@@ -20,7 +19,7 @@ process GENERATE_DIANN_CFG {
     def args = task.ext.args ?: ''
 
     """
-    prepare_diann_parameters.py generate \\
+    quantmsutilsc dianncfg \\
         --enzyme "${meta.enzyme}" \\
         --fix_mod "${meta.fixedmodifications}" \\
         --var_mod "${meta.variablemodifications}" \\

From d2621b3d457b0f9b43aef8895ba198bf74c71512 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Mon, 12 Aug 2024 21:57:45 +0100
Subject: [PATCH 233/264] remove rest of python scripts

---
 modules/local/diannconvert/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/diannconvert/main.nf b/modules/local/diannconvert/main.nf
index e706d4ec..9274415a 100644
--- a/modules/local/diannconvert/main.nf
+++ b/modules/local/diannconvert/main.nf
@@ -33,7 +33,7 @@ process DIANNCONVERT {
                         meta.precursormasstoleranceunit,meta.enzyme,meta.fixedmodifications,meta.variablemodifications].join(';')
 
     """
-    diann_convert.py convert \\
+    quantmsutilsc diann2mztab \\
         --folder ./ \\
         --exp_design ${exp_design} \\
         --diann_version ./version/versions.yml \\

From be1fb696a776ce0863b5e6ee15c240bdfecb0be7 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Tue, 13 Aug 2024 23:12:27 +0100
Subject: [PATCH 234/264] 0.0.6 -> 0.0.7

---
 CHANGELOG.md                             | 11 +++++++++++
 modules/local/diannconvert/main.nf       |  6 +++---
 modules/local/extract_psm/main.nf        |  6 +++---
 modules/local/generate_diann_cfg/main.nf |  6 +++---
 modules/local/ms2rescore/main.nf         |  6 +++---
 modules/local/mzmlstatistics/main.nf     |  6 +++---
 modules/local/preprocess_expdesign.nf    |  6 +++---
 modules/local/samplesheet_check.nf       |  6 +++---
 modules/local/sdrfparsing/main.nf        |  6 +++---
 9 files changed, 35 insertions(+), 24 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ac206374..135dc698 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,6 +8,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### `Added`
 
 - [#386](https://github.com/bigbio/quantms/pull/386) Make validation of ontology terms optional
+- [#398](https://github.com/bigbio/quantms/pull/398) Python scripts moved to quantms-utils package
+- [#389](https://github.com/bigbio/quantms/pull/389) Introduction to DIANN 1.9.1 to the pipeline, only available in Singularity.
+- [#397](https://github.com/bigbio/quantms/pull/397) More options included in SDRF validation.
 
 ### Fixed
 
@@ -15,12 +18,20 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Changed`
 
+- [#391](https://github.com/bigbio/quantms/pull/391) Move mzML statistics to parquet files from csv
+- [#386](https://github.com/bigbio/quantms/pull/386) Make optional the validation of ontology terms in the input SDRF file.
+- [#374](https://github.com/bigbio/quantms/pull/374) Create the common msgf+ database in one step before the msgf+ runs on each ms run file.
+-
+
 ### `Fixed`
 
 - [#396](https://github.com/bigbio/quantms/pull/396) Added verification of tar archive unpacking to prevent silent failures.
 
 ### `Dependencies`
 
+- quantms-utils==0.0.7
+- diann==1.9.1
+
 ### `Parameters`
 
 - `validate_ontologies`: enable or disable validating ontologies in the input SDRF file.
diff --git a/modules/local/diannconvert/main.nf b/modules/local/diannconvert/main.nf
index 9274415a..e2adcaee 100644
--- a/modules/local/diannconvert/main.nf
+++ b/modules/local/diannconvert/main.nf
@@ -2,10 +2,10 @@ process DIANNCONVERT {
     tag "$meta.experiment_id"
     label 'process_medium'
 
-    conda "bioconda::quantms-utils=0.0.6"
+    conda "bioconda::quantms-utils=0.0.7"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.6--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.6--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
 
     input:
     path(report)
diff --git a/modules/local/extract_psm/main.nf b/modules/local/extract_psm/main.nf
index 7700d417..83768eca 100644
--- a/modules/local/extract_psm/main.nf
+++ b/modules/local/extract_psm/main.nf
@@ -2,10 +2,10 @@ process PSMCONVERSION {
     tag "$meta.mzml_id"
     label 'process_medium'
 
-    conda "bioconda::quantms-utils=0.0.6"
+    conda "bioconda::quantms-utils=0.0.7"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.6--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.6--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
 
 
     input:
diff --git a/modules/local/generate_diann_cfg/main.nf b/modules/local/generate_diann_cfg/main.nf
index 73e3f9e6..bbf44d65 100644
--- a/modules/local/generate_diann_cfg/main.nf
+++ b/modules/local/generate_diann_cfg/main.nf
@@ -2,10 +2,10 @@ process GENERATE_DIANN_CFG {
     tag "$meta.experiment_id"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.6"
+    conda "bioconda::quantms-utils=0.0.7"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.6--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.6--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
 
     input:
     val(meta)
diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index 8a989766..4e7c1508 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -2,10 +2,10 @@ process MS2RESCORE {
     tag "$meta.mzml_id"
     label 'process_high'
 
-    conda "bioconda::quantms-utils=0.0.6"
+    conda "bioconda::quantms-utils=0.0.7"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.6--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.6--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
 
     // userEmulation settings when docker is specified
     containerOptions = (workflow.containerEngine == 'docker') ? '-u $(id -u) -e "HOME=${HOME}" -v /etc/passwd:/etc/passwd:ro -v /etc/shadow:/etc/shadow:ro -v /etc/group:/etc/group:ro -v $HOME:$HOME' : ''
diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index 022f925a..8cd15d16 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -3,10 +3,10 @@ process MZMLSTATISTICS {
     label 'process_medium'
     label 'process_single'
 
-    conda "bioconda::quantms-utils=0.0.6"
+    conda "bioconda::quantms-utils=0.0.7"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.6--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.6--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(ms_file)
diff --git a/modules/local/preprocess_expdesign.nf b/modules/local/preprocess_expdesign.nf
index 75c0cf40..5fb26703 100644
--- a/modules/local/preprocess_expdesign.nf
+++ b/modules/local/preprocess_expdesign.nf
@@ -6,10 +6,10 @@ process PREPROCESS_EXPDESIGN {
     tag "$design.Name"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.6"
+    conda "bioconda::quantms-utils=0.0.7"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.6--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.6--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
 
     input:
     path design
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index 35ce570f..c53c4049 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -3,10 +3,10 @@ process SAMPLESHEET_CHECK {
     tag "$input_file"
     label 'process_single'
 
-    conda "bioconda::quantms-utils=0.0.6"
+    conda "bioconda::quantms-utils=0.0.7"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.6--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.6--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
 
     input:
     path input_file
diff --git a/modules/local/sdrfparsing/main.nf b/modules/local/sdrfparsing/main.nf
index 0b1975fc..fa2acc54 100644
--- a/modules/local/sdrfparsing/main.nf
+++ b/modules/local/sdrfparsing/main.nf
@@ -2,10 +2,10 @@ process SDRFPARSING {
     tag "$sdrf.Name"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.6"
+    conda "bioconda::quantms-utils=0.0.7"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.6--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.6--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
 
     input:
     path sdrf

From 2d3608479913ed85da779b818e894171e99935a5 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 14 Aug 2024 10:11:09 +0100
Subject: [PATCH 235/264] nf-core version defined in .nf-core.yml

---
 .nf-core.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.nf-core.yml b/.nf-core.yml
index 63eb8642..8b4ede05 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -1,4 +1,5 @@
 repository_type: pipeline
+nf_core_version: "2.14.1"
 lint:
   files_exist:
     - conf/igenomes.config

From 17e89bb2f84c2869069469f132a71f89b45b1ba6 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 14 Aug 2024 10:41:49 +0100
Subject: [PATCH 236/264] changed in dumpsofware nf-core module

---
 .../dumpsoftwareversions/environment.yml      |   7 ++
 .../custom/dumpsoftwareversions/main.nf       |  24 ++++
 .../custom/dumpsoftwareversions/meta.yml      |  37 +++++++
 .../templates/dumpsoftwareversions.py         | 104 ++++++++++++++++++
 .../dumpsoftwareversions/tests/main.nf.test   |  43 ++++++++
 .../tests/main.nf.test.snap                   |  33 ++++++
 .../dumpsoftwareversions/tests/tags.yml       |   2 +
 7 files changed, 250 insertions(+)
 create mode 100644 modules/nf-core/custom/dumpsoftwareversions/environment.yml
 create mode 100644 modules/nf-core/custom/dumpsoftwareversions/main.nf
 create mode 100644 modules/nf-core/custom/dumpsoftwareversions/meta.yml
 create mode 100755 modules/nf-core/custom/dumpsoftwareversions/templates/dumpsoftwareversions.py
 create mode 100644 modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test
 create mode 100644 modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/custom/dumpsoftwareversions/tests/tags.yml

diff --git a/modules/nf-core/custom/dumpsoftwareversions/environment.yml b/modules/nf-core/custom/dumpsoftwareversions/environment.yml
new file mode 100644
index 00000000..9b3272bc
--- /dev/null
+++ b/modules/nf-core/custom/dumpsoftwareversions/environment.yml
@@ -0,0 +1,7 @@
+name: custom_dumpsoftwareversions
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::multiqc=1.19
diff --git a/modules/nf-core/custom/dumpsoftwareversions/main.nf b/modules/nf-core/custom/dumpsoftwareversions/main.nf
new file mode 100644
index 00000000..f2187611
--- /dev/null
+++ b/modules/nf-core/custom/dumpsoftwareversions/main.nf
@@ -0,0 +1,24 @@
+process CUSTOM_DUMPSOFTWAREVERSIONS {
+    label 'process_single'
+
+    // Requires `pyyaml` which does not have a dedicated container but is in the MultiQC container
+    conda "${moduleDir}/environment.yml"
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/multiqc:1.19--pyhdfd78af_0' :
+        'biocontainers/multiqc:1.19--pyhdfd78af_0' }"
+
+    input:
+    path versions
+
+    output:
+    path "software_versions.yml"    , emit: yml
+    path "software_versions_mqc.yml", emit: mqc_yml
+    path "versions.yml"             , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    template 'dumpsoftwareversions.py'
+}
diff --git a/modules/nf-core/custom/dumpsoftwareversions/meta.yml b/modules/nf-core/custom/dumpsoftwareversions/meta.yml
new file mode 100644
index 00000000..5f15a5fd
--- /dev/null
+++ b/modules/nf-core/custom/dumpsoftwareversions/meta.yml
@@ -0,0 +1,37 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/nf-core/modules/master/modules/meta-schema.json
+name: custom_dumpsoftwareversions
+description: Custom module used to dump software versions within the nf-core pipeline template
+keywords:
+  - custom
+  - dump
+  - version
+tools:
+  - custom:
+      description: Custom module used to dump software versions within the nf-core pipeline template
+      homepage: https://github.com/nf-core/tools
+      documentation: https://github.com/nf-core/tools
+      licence: ["MIT"]
+input:
+  - versions:
+      type: file
+      description: YML file containing software versions
+      pattern: "*.yml"
+output:
+  - yml:
+      type: file
+      description: Standard YML file containing software versions
+      pattern: "software_versions.yml"
+  - mqc_yml:
+      type: file
+      description: MultiQC custom content YML file containing software versions
+      pattern: "software_versions_mqc.yml"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@drpatelh"
+  - "@grst"
+maintainers:
+  - "@drpatelh"
+  - "@grst"
diff --git a/modules/nf-core/custom/dumpsoftwareversions/templates/dumpsoftwareversions.py b/modules/nf-core/custom/dumpsoftwareversions/templates/dumpsoftwareversions.py
new file mode 100755
index 00000000..7ee62bfe
--- /dev/null
+++ b/modules/nf-core/custom/dumpsoftwareversions/templates/dumpsoftwareversions.py
@@ -0,0 +1,104 @@
+#!/usr/bin/env python
+
+
+"""Provide functions to merge multiple versions.yml files."""
+
+
+import platform
+from textwrap import dedent
+
+import yaml
+
+
+def _make_versions_html(versions):
+    """Generate a tabular HTML output of all versions for MultiQC."""
+    html = [
+        dedent(
+            """\\
+            <style>
+            #nf-core-versions tbody:nth-child(even) {
+                background-color: #f2f2f2;
+            }
+            </style>
+            <table class="table" style="width:100%" id="nf-core-versions">
+                <thead>
+                    <tr>
+                        <th> Process Name </th>
+                        <th> Software </th>
+                        <th> Version  </th>
+                    </tr>
+                </thead>
+            """
+        )
+    ]
+    for process, tmp_versions in sorted(versions.items()):
+        html.append("<tbody>")
+        for i, (tool, version) in enumerate(sorted(tmp_versions.items())):
+            html.append(
+                dedent(
+                    f"""\\
+                    <tr>
+                        <td><samp>{process if (i == 0) else ''}</samp></td>
+                        <td><samp>{tool}</samp></td>
+                        <td><samp>{version}</samp></td>
+                    </tr>
+                    """
+                )
+            )
+        html.append("</tbody>")
+    html.append("</table>")
+    return "\\n".join(html)
+
+
+def main():
+    """Load all version files and generate merged output."""
+    versions_this_module = {}
+    versions_this_module["${task.process}"] = {
+        "python": platform.python_version(),
+        "yaml": yaml.__version__,
+    }
+
+    with open("$versions") as f:
+        versions_by_process = (
+            yaml.load(f, Loader=yaml.BaseLoader) | versions_this_module
+        )
+
+    # aggregate versions by the module name (derived from fully-qualified process name)
+    versions_by_module = {}
+    for process, process_versions in versions_by_process.items():
+        module = process.split(":")[-1]
+        try:
+            if versions_by_module[module] != process_versions:
+                raise AssertionError(
+                    "We assume that software versions are the same between all modules. "
+                    "If you see this error-message it means you discovered an edge-case "
+                    "and should open an issue in nf-core/tools. "
+                )
+        except KeyError:
+            versions_by_module[module] = process_versions
+
+    versions_by_module["Workflow"] = {
+        "Nextflow": "$workflow.nextflow.version",
+        "$workflow.manifest.name": "$workflow.manifest.version",
+    }
+
+    versions_mqc = {
+        "id": "software_versions",
+        "section_name": "${workflow.manifest.name} Software Versions",
+        "section_href": "https://github.com/${workflow.manifest.name}",
+        "plot_type": "html",
+        "description": "are collected at run time from the software output.",
+        "data": _make_versions_html(versions_by_module),
+    }
+
+    with open("software_versions.yml", "w") as f:
+        yaml.dump(versions_by_module, f, default_flow_style=False)
+    with open("software_versions_mqc.yml", "w") as f:
+        yaml.dump(versions_mqc, f, default_flow_style=False)
+
+    with open("versions.yml", "w") as f:
+        yaml.dump(versions_this_module, f, default_flow_style=False)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test b/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test
new file mode 100644
index 00000000..b1e1630b
--- /dev/null
+++ b/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test
@@ -0,0 +1,43 @@
+nextflow_process {
+
+    name "Test Process CUSTOM_DUMPSOFTWAREVERSIONS"
+    script "../main.nf"
+    process "CUSTOM_DUMPSOFTWAREVERSIONS"
+    tag "modules"
+    tag "modules_nfcore"
+    tag "custom"
+    tag "dumpsoftwareversions"
+    tag "custom/dumpsoftwareversions"
+
+    test("Should run without failures") {
+        when {
+            process {
+                """
+                def tool1_version = '''
+                TOOL1:
+                    tool1: 0.11.9
+                '''.stripIndent()
+
+                def tool2_version = '''
+                TOOL2:
+                    tool2: 1.9
+                '''.stripIndent()
+
+                input[0] = Channel.of(tool1_version, tool2_version).collectFile()
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(
+                    process.out.versions,
+                    file(process.out.mqc_yml[0]).readLines()[0..10],
+                    file(process.out.yml[0]).readLines()[0..7]
+                    ).match()
+                }
+            )
+        }
+    }
+}
diff --git a/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test.snap b/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test.snap
new file mode 100644
index 00000000..5f59a936
--- /dev/null
+++ b/modules/nf-core/custom/dumpsoftwareversions/tests/main.nf.test.snap
@@ -0,0 +1,33 @@
+{
+    "Should run without failures": {
+        "content": [
+            [
+                "versions.yml:md5,76d454d92244589d32455833f7c1ba6d"
+            ],
+            [
+                "data: \"<style>\\n#nf-core-versions tbody:nth-child(even) {\\n    background-color: #f2f2f2;\\n\\",
+                "  }\\n</style>\\n<table class=\\\"table\\\" style=\\\"width:100%\\\" id=\\\"nf-core-versions\\\"\\",
+                "  >\\n    <thead>\\n        <tr>\\n            <th> Process Name </th>\\n            <th>\\",
+                "  \\ Software </th>\\n            <th> Version  </th>\\n        </tr>\\n    </thead>\\n\\",
+                "  \\n<tbody>\\n<tr>\\n    <td><samp>CUSTOM_DUMPSOFTWAREVERSIONS</samp></td>\\n    <td><samp>python</samp></td>\\n\\",
+                "  \\    <td><samp>3.11.7</samp></td>\\n</tr>\\n\\n<tr>\\n    <td><samp></samp></td>\\n \\",
+                "  \\   <td><samp>yaml</samp></td>\\n    <td><samp>5.4.1</samp></td>\\n</tr>\\n\\n</tbody>\\n\\",
+                "  <tbody>\\n<tr>\\n    <td><samp>TOOL1</samp></td>\\n    <td><samp>tool1</samp></td>\\n\\",
+                "  \\    <td><samp>0.11.9</samp></td>\\n</tr>\\n\\n</tbody>\\n<tbody>\\n<tr>\\n    <td><samp>TOOL2</samp></td>\\n\\",
+                "  \\    <td><samp>tool2</samp></td>\\n    <td><samp>1.9</samp></td>\\n</tr>\\n\\n</tbody>\\n\\",
+                "  <tbody>\\n<tr>\\n    <td><samp>Workflow</samp></td>\\n    <td><samp>Nextflow</samp></td>\\n\\"
+            ],
+            [
+                "CUSTOM_DUMPSOFTWAREVERSIONS:",
+                "  python: 3.11.7",
+                "  yaml: 5.4.1",
+                "TOOL1:",
+                "  tool1: 0.11.9",
+                "TOOL2:",
+                "  tool2: '1.9'",
+                "Workflow:"
+            ]
+        ],
+        "timestamp": "2024-01-09T23:01:18.710682"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/custom/dumpsoftwareversions/tests/tags.yml b/modules/nf-core/custom/dumpsoftwareversions/tests/tags.yml
new file mode 100644
index 00000000..405aa24a
--- /dev/null
+++ b/modules/nf-core/custom/dumpsoftwareversions/tests/tags.yml
@@ -0,0 +1,2 @@
+custom/dumpsoftwareversions:
+  - modules/nf-core/custom/dumpsoftwareversions/**

From d0c466a5232a4657ca6f3e044d942fb81af2ef7a Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 14 Aug 2024 11:18:25 +0100
Subject: [PATCH 237/264] Template update for nf-core/tools version 2.14.1

---
 .editorconfig                                 |   6 +-
 .github/PULL_REQUEST_TEMPLATE.md              |   2 +-
 .github/workflows/awsfulltest.yml             |  10 +-
 .github/workflows/awstest.yml                 |  12 +-
 .github/workflows/ci.yml                      |   4 +-
 .github/workflows/download_pipeline.yml       |  22 ++-
 .github/workflows/fix-linting.yml             |   6 +-
 .github/workflows/linting.yml                 |  19 +-
 .github/workflows/linting_comment.yml         |   2 +-
 .github/workflows/release-announcements.yml   |   6 +-
 .nf-core.yml                                  |   1 +
 .pre-commit-config.yaml                       |   3 +
 README.md                                     |   2 +-
 assets/nf-core-quantms_logo_light.png         | Bin 74651 -> 74647 bytes
 conf/base.config                              |   3 -
 conf/modules.config                           |   8 -
 conf/test.config                              |   2 +-
 conf/test_full.config                         |   2 +-
 docs/images/nf-core-quantms_logo_dark.png     | Bin 27122 -> 27119 bytes
 docs/images/nf-core-quantms_logo_light.png    | Bin 23385 -> 23358 bytes
 docs/usage.md                                 |   2 +
 modules.json                                  |   4 +-
 modules/nf-core/fastqc/main.nf                |   6 +
 nextflow.config                               | 176 +++++++++---------
 nextflow_schema.json                          |   7 +
 pyproject.toml                                |  15 --
 .../utils_nfcore_quantms_pipeline/main.nf     |  16 +-
 .../nf-core/utils_nfcore_pipeline/main.nf     |   8 +-
 workflows/quantms.nf                          |  46 +++--
 29 files changed, 220 insertions(+), 170 deletions(-)
 delete mode 100644 pyproject.toml

diff --git a/.editorconfig b/.editorconfig
index dd9ffa53..72dda289 100644
--- a/.editorconfig
+++ b/.editorconfig
@@ -28,10 +28,6 @@ indent_style = unset
 [/assets/email*]
 indent_size = unset
 
-# ignore Readme
-[README.md]
-indent_style = unset
-
-# ignore python
+# ignore python and markdown
 [*.{py,md}]
 indent_style = unset
diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index 6e6e8ffe..e3148c43 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -18,7 +18,7 @@ Learn more about contributing: [CONTRIBUTING.md](https://github.com/nf-core/quan
 - [ ] If you've added a new tool - have you followed the pipeline conventions in the [contribution docs](https://github.com/nf-core/quantms/tree/master/.github/CONTRIBUTING.md)
 - [ ] If necessary, also make a PR on the nf-core/quantms _branch_ on the [nf-core/test-datasets](https://github.com/nf-core/test-datasets) repository.
 - [ ] Make sure your code lints (`nf-core lint`).
-- [ ] Ensure the test suite passes (`nf-test test main.nf.test -profile test,docker`).
+- [ ] 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.
 - [ ] Output Documentation in `docs/output.md` is updated.
diff --git a/.github/workflows/awsfulltest.yml b/.github/workflows/awsfulltest.yml
index d47fb0e5..99757019 100644
--- a/.github/workflows/awsfulltest.yml
+++ b/.github/workflows/awsfulltest.yml
@@ -8,12 +8,12 @@ on:
     types: [published]
   workflow_dispatch:
 jobs:
-  run-tower:
+  run-platform:
     name: Run AWS full tests
     if: github.repository == 'nf-core/quantms'
     runs-on: ubuntu-latest
     steps:
-      - name: Launch workflow via tower
+      - name: Launch workflow via Seqera Platform
         uses: seqeralabs/action-tower-launch@v2
         # TODO nf-core: You can customise AWS full pipeline tests as required
         # Add full size test data (but still relatively small datasets for few samples)
@@ -33,7 +33,7 @@ jobs:
 
       - uses: actions/upload-artifact@v4
         with:
-          name: Tower debug log file
+          name: Seqera Platform debug log file
           path: |
-            tower_action_*.log
-            tower_action_*.json
+            seqera_platform_action_*.log
+            seqera_platform_action_*.json
diff --git a/.github/workflows/awstest.yml b/.github/workflows/awstest.yml
index fe39ac98..fc6b10f7 100644
--- a/.github/workflows/awstest.yml
+++ b/.github/workflows/awstest.yml
@@ -5,13 +5,13 @@ name: nf-core AWS test
 on:
   workflow_dispatch:
 jobs:
-  run-tower:
+  run-platform:
     name: Run AWS tests
     if: github.repository == 'nf-core/quantms'
     runs-on: ubuntu-latest
     steps:
-      # Launch workflow using Tower CLI tool action
-      - name: Launch workflow via tower
+      # Launch workflow using Seqera Platform CLI tool action
+      - name: Launch workflow via Seqera Platform
         uses: seqeralabs/action-tower-launch@v2
         with:
           workspace_id: ${{ secrets.TOWER_WORKSPACE_ID }}
@@ -27,7 +27,7 @@ jobs:
 
       - uses: actions/upload-artifact@v4
         with:
-          name: Tower debug log file
+          name: Seqera Platform debug log file
           path: |
-            tower_action_*.log
-            tower_action_*.json
+            seqera_platform_action_*.log
+            seqera_platform_action_*.json
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index dda50a23..5b96957a 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -28,10 +28,10 @@ jobs:
           - "latest-everything"
     steps:
       - name: Check out pipeline code
-        uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
+        uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
 
       - name: Install Nextflow
-        uses: nf-core/setup-nextflow@v1
+        uses: nf-core/setup-nextflow@v2
         with:
           version: "${{ matrix.NXF_VER }}"
 
diff --git a/.github/workflows/download_pipeline.yml b/.github/workflows/download_pipeline.yml
index 08622fd5..2d20d644 100644
--- a/.github/workflows/download_pipeline.yml
+++ b/.github/workflows/download_pipeline.yml
@@ -14,6 +14,8 @@ on:
   pull_request:
     types:
       - opened
+      - edited
+      - synchronize
     branches:
       - master
   pull_request_target:
@@ -28,11 +30,14 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Install Nextflow
-        uses: nf-core/setup-nextflow@v1
+        uses: nf-core/setup-nextflow@v2
 
-      - uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5
+      - name: Disk space cleanup
+        uses: jlumbroso/free-disk-space@54081f138730dfa15788a46383842cd2f914a1be # v1.3.1
+
+      - uses: actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d # v5
         with:
-          python-version: "3.11"
+          python-version: "3.12"
           architecture: "x64"
       - uses: eWaterCycle/setup-singularity@931d4e31109e875b13309ae1d07c70ca8fbc8537 # v7
         with:
@@ -65,8 +70,17 @@ jobs:
       - name: Inspect download
         run: tree ./${{ env.REPOTITLE_LOWERCASE }}
 
-      - name: Run the downloaded pipeline
+      - name: Run the downloaded pipeline (stub)
+        id: stub_run_pipeline
+        continue-on-error: true
         env:
           NXF_SINGULARITY_CACHEDIR: ./
           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: ${{ job.steps.stub_run_pipeline.status == failure() }}
+        env:
+          NXF_SINGULARITY_CACHEDIR: ./
+          NXF_SINGULARITY_HOME_MOUNT: true
+        run: nextflow run ./${{ env.REPOTITLE_LOWERCASE }}/$( sed 's/\W/_/g' <<< ${{ env.REPO_BRANCH }}) -profile test,singularity --outdir ./results
diff --git a/.github/workflows/fix-linting.yml b/.github/workflows/fix-linting.yml
index 4549bf44..0b0d5e65 100644
--- a/.github/workflows/fix-linting.yml
+++ b/.github/workflows/fix-linting.yml
@@ -13,7 +13,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       # Use the @nf-core-bot token to check out so we can push later
-      - uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
+      - uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
         with:
           token: ${{ secrets.nf_core_bot_auth_token }}
 
@@ -32,9 +32,9 @@ jobs:
           GITHUB_TOKEN: ${{ secrets.nf_core_bot_auth_token }}
 
       # Install and run pre-commit
-      - uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5
+      - uses: actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d # v5
         with:
-          python-version: 3.11
+          python-version: "3.12"
 
       - name: Install pre-commit
         run: pip install pre-commit
diff --git a/.github/workflows/linting.yml b/.github/workflows/linting.yml
index 073e1876..1fcafe88 100644
--- a/.github/workflows/linting.yml
+++ b/.github/workflows/linting.yml
@@ -14,13 +14,12 @@ jobs:
   pre-commit:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
+      - uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
 
-      - name: Set up Python 3.11
-        uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5
+      - name: Set up Python 3.12
+        uses: actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d # v5
         with:
-          python-version: 3.11
-          cache: "pip"
+          python-version: "3.12"
 
       - name: Install pre-commit
         run: pip install pre-commit
@@ -32,14 +31,14 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Check out pipeline code
-        uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
+        uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
 
       - name: Install Nextflow
-        uses: nf-core/setup-nextflow@v1
+        uses: nf-core/setup-nextflow@v2
 
-      - uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5
+      - uses: actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d # v5
         with:
-          python-version: "3.11"
+          python-version: "3.12"
           architecture: "x64"
 
       - name: Install dependencies
@@ -60,7 +59,7 @@ jobs:
 
       - name: Upload linting log file artifact
         if: ${{ always() }}
-        uses: actions/upload-artifact@5d5d22a31266ced268874388b861e4b58bb5c2f3 # v4
+        uses: actions/upload-artifact@65462800fd760344b1a7b4382951275a0abb4808 # v4
         with:
           name: linting-logs
           path: |
diff --git a/.github/workflows/linting_comment.yml b/.github/workflows/linting_comment.yml
index b706875f..40acc23f 100644
--- a/.github/workflows/linting_comment.yml
+++ b/.github/workflows/linting_comment.yml
@@ -11,7 +11,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Download lint results
-        uses: dawidd6/action-download-artifact@f6b0bace624032e30a85a8fd9c1a7f8f611f5737 # v3
+        uses: dawidd6/action-download-artifact@09f2f74827fd3a8607589e5ad7f9398816f540fe # v3
         with:
           workflow: linting.yml
           workflow_conclusion: completed
diff --git a/.github/workflows/release-announcements.yml b/.github/workflows/release-announcements.yml
index d468aeaa..03ecfcf7 100644
--- a/.github/workflows/release-announcements.yml
+++ b/.github/workflows/release-announcements.yml
@@ -12,7 +12,7 @@ jobs:
       - name: get topics and convert to hashtags
         id: get_topics
         run: |
-          curl -s https://nf-co.re/pipelines.json | jq -r '.remote_workflows[] | select(.full_name == "${{ github.repository }}") | .topics[]' | awk '{print "#"$0}' | tr '\n' ' ' >> $GITHUB_OUTPUT
+          echo "topics=$(curl -s https://nf-co.re/pipelines.json | jq -r '.remote_workflows[] | select(.full_name == "${{ github.repository }}") | .topics[]' | awk '{print "#"$0}' | tr '\n' ' ')"  >> $GITHUB_OUTPUT
 
       - uses: rzr/fediverse-action@master
         with:
@@ -25,13 +25,13 @@ jobs:
 
             Please see the changelog: ${{ github.event.release.html_url }}
 
-            ${{ steps.get_topics.outputs.GITHUB_OUTPUT }} #nfcore #openscience #nextflow #bioinformatics
+            ${{ steps.get_topics.outputs.topics }} #nfcore #openscience #nextflow #bioinformatics
 
   send-tweet:
     runs-on: ubuntu-latest
 
     steps:
-      - uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5
+      - uses: actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d # v5
         with:
           python-version: "3.10"
       - name: Install dependencies
diff --git a/.nf-core.yml b/.nf-core.yml
index 3805dc81..e0b85a77 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -1 +1,2 @@
 repository_type: pipeline
+nf_core_version: "2.14.1"
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index af57081f..4dc0f1dc 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,6 +3,9 @@ repos:
     rev: "v3.1.0"
     hooks:
       - id: prettier
+        additional_dependencies:
+          - prettier@3.2.5
+
   - repo: https://github.com/editorconfig-checker/editorconfig-checker.python
     rev: "2.7.3"
     hooks:
diff --git a/README.md b/README.md
index 99c71ee8..eca60390 100644
--- a/README.md
+++ b/README.md
@@ -13,7 +13,7 @@
 [![run with conda](http://img.shields.io/badge/run%20with-conda-3EB049?labelColor=000000&logo=anaconda)](https://docs.conda.io/en/latest/)
 [![run with docker](https://img.shields.io/badge/run%20with-docker-0db7ed?labelColor=000000&logo=docker)](https://www.docker.com/)
 [![run with singularity](https://img.shields.io/badge/run%20with-singularity-1d355c.svg?labelColor=000000)](https://sylabs.io/docs/)
-[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://tower.nf/launch?pipeline=https://github.com/nf-core/quantms)
+[![Launch on Seqera Platform](https://img.shields.io/badge/Launch%20%F0%9F%9A%80-Seqera%20Platform-%234256e7)](https://cloud.seqera.io/launch?pipeline=https://github.com/nf-core/quantms)
 
 [![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23quantms-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/quantms)[![Follow on Twitter](http://img.shields.io/badge/twitter-%40nf__core-1DA1F2?labelColor=000000&logo=twitter)](https://twitter.com/nf_core)[![Follow on Mastodon](https://img.shields.io/badge/mastodon-nf__core-6364ff?labelColor=FFFFFF&logo=mastodon)](https://mstdn.science/@nf_core)[![Watch on YouTube](http://img.shields.io/badge/youtube-nf--core-FF0000?labelColor=000000&logo=youtube)](https://www.youtube.com/c/nf-core)
 
diff --git a/assets/nf-core-quantms_logo_light.png b/assets/nf-core-quantms_logo_light.png
index 66c6e9d1bfb0725ae484beca2e5c4da6df6211f5..e5cd4222a01cbc20f94756de374dcc82a273d7c5 100644
GIT binary patch
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diff --git a/conf/base.config b/conf/base.config
index cb550d5f..8da6afed 100644
--- a/conf/base.config
+++ b/conf/base.config
@@ -59,7 +59,4 @@ process {
         errorStrategy = 'retry'
         maxRetries    = 2
     }
-    withName:CUSTOM_DUMPSOFTWAREVERSIONS {
-        cache = false
-    }
 }
diff --git a/conf/modules.config b/conf/modules.config
index e3ea8fa6..d203d2b6 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -22,14 +22,6 @@ process {
         ext.args = '--quiet'
     }
 
-    withName: CUSTOM_DUMPSOFTWAREVERSIONS {
-        publishDir = [
-            path: { "${params.outdir}/pipeline_info" },
-            mode: params.publish_dir_mode,
-            pattern: '*_versions.yml'
-        ]
-    }
-
     withName: 'MULTIQC' {
         ext.args   = { params.multiqc_title ? "--title \"$params.multiqc_title\"" : '' }
         publishDir = [
diff --git a/conf/test.config b/conf/test.config
index 3b32a92b..f6a8a0bd 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -22,7 +22,7 @@ params {
     // Input data
     // TODO nf-core: Specify the paths to your test data on nf-core/test-datasets
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
-    input  = 'https://raw.githubusercontent.com/nf-core/test-datasets/viralrecon/samplesheet/samplesheet_test_illumina_amplicon.csv'
+    input  = params.pipelines_testdata_base_path + 'viralrecon/samplesheet/samplesheet_test_illumina_amplicon.csv'
 
     // Genome references
     genome = 'R64-1-1'
diff --git a/conf/test_full.config b/conf/test_full.config
index bd0ae827..0a9187c2 100644
--- a/conf/test_full.config
+++ b/conf/test_full.config
@@ -17,7 +17,7 @@ params {
     // Input data for full size test
     // TODO nf-core: Specify the paths to your full test data ( on nf-core/test-datasets or directly in repositories, e.g. SRA)
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
-    input = 'https://raw.githubusercontent.com/nf-core/test-datasets/viralrecon/samplesheet/samplesheet_full_illumina_amplicon.csv'
+    input = params.pipelines_testdata_base_path + 'viralrecon/samplesheet/samplesheet_full_illumina_amplicon.csv'
 
     // Genome references
     genome = 'R64-1-1'
diff --git a/docs/images/nf-core-quantms_logo_dark.png b/docs/images/nf-core-quantms_logo_dark.png
index 11938c136c08b92e6ed0a9f767e8585ea33255a8..8984574e25c2aea3482a669e22ff3d9125777814 100644
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OhA^f!Xo|6C%Krc=jc1Ag

diff --git a/docs/usage.md b/docs/usage.md
index 32058dd7..c0596585 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -156,6 +156,8 @@ If `-profile` is not specified, the pipeline will run locally and expect all sof
   - A generic configuration profile to be used with [Charliecloud](https://hpc.github.io/charliecloud/)
 - `apptainer`
   - A generic configuration profile to be used with [Apptainer](https://apptainer.org/)
+- `wave`
+  - A generic configuration profile to enable [Wave](https://seqera.io/wave/) containers. Use together with one of the above (requires Nextflow ` 24.03.0-edge` or later).
 - `conda`
   - A generic configuration profile to be used with [Conda](https://conda.io/docs/). Please only use Conda as a last resort i.e. when it's not possible to run the pipeline with Docker, Singularity, Podman, Shifter, Charliecloud, or Apptainer.
 
diff --git a/modules.json b/modules.json
index af3a2fc5..c62aae37 100644
--- a/modules.json
+++ b/modules.json
@@ -7,7 +7,7 @@
                 "nf-core": {
                     "fastqc": {
                         "branch": "master",
-                        "git_sha": "f4ae1d942bd50c5c0b9bd2de1393ce38315ba57c",
+                        "git_sha": "285a50500f9e02578d90b3ce6382ea3c30216acd",
                         "installed_by": ["modules"]
                     },
                     "multiqc": {
@@ -26,7 +26,7 @@
                     },
                     "utils_nfcore_pipeline": {
                         "branch": "master",
-                        "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
+                        "git_sha": "92de218a329bfc9a9033116eb5f65fd270e72ba3",
                         "installed_by": ["subworkflows"]
                     },
                     "utils_nfvalidation_plugin": {
diff --git a/modules/nf-core/fastqc/main.nf b/modules/nf-core/fastqc/main.nf
index 9e19a74c..d79f1c86 100644
--- a/modules/nf-core/fastqc/main.nf
+++ b/modules/nf-core/fastqc/main.nf
@@ -25,6 +25,11 @@ process FASTQC {
     def old_new_pairs = reads instanceof Path || reads.size() == 1 ? [[ reads, "${prefix}.${reads.extension}" ]] : reads.withIndex().collect { entry, index -> [ entry, "${prefix}_${index + 1}.${entry.extension}" ] }
     def rename_to = old_new_pairs*.join(' ').join(' ')
     def renamed_files = old_new_pairs.collect{ old_name, new_name -> new_name }.join(' ')
+
+    def memory_in_mb = MemoryUnit.of("${task.memory}").toUnit('MB')
+    // FastQC memory value allowed range (100 - 10000)
+    def fastqc_memory = memory_in_mb > 10000 ? 10000 : (memory_in_mb < 100 ? 100 : memory_in_mb)
+
     """
     printf "%s %s\\n" $rename_to | while read old_name new_name; do
         [ -f "\${new_name}" ] || ln -s \$old_name \$new_name
@@ -33,6 +38,7 @@ process FASTQC {
     fastqc \\
         $args \\
         --threads $task.cpus \\
+        --memory $fastqc_memory \\
         $renamed_files
 
     cat <<-END_VERSIONS > versions.yml
diff --git a/nextflow.config b/nextflow.config
index b79aea52..f3582f4d 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -16,7 +16,8 @@ params {
     genome                     = null
     igenomes_base              = 's3://ngi-igenomes/igenomes/'
     igenomes_ignore            = false
-    fasta                      = null// MultiQC options
+
+    // MultiQC options
     multiqc_config             = null
     multiqc_title              = null
     multiqc_logo               = null
@@ -24,15 +25,16 @@ params {
     multiqc_methods_description = null
 
     // Boilerplate options
-    outdir                     = null
-    publish_dir_mode           = 'copy'
-    email                      = null
-    email_on_fail              = null
-    plaintext_email            = false
-    monochrome_logs            = false
-    hook_url                   = null
-    help                       = false
-    version                    = false
+    outdir                       = null
+    publish_dir_mode             = 'copy'
+    email                        = null
+    email_on_fail                = null
+    plaintext_email              = false
+    monochrome_logs              = false
+    hook_url                     = null
+    help                         = false
+    version                      = false
+    pipelines_testdata_base_path = 'https://raw.githubusercontent.com/nf-core/test-datasets/'
 
     // Config options
     config_profile_name        = null
@@ -68,103 +70,109 @@ try {
 }
 
 // Load nf-core/quantms custom profiles from different institutions.
-// Warning: Uncomment only if a pipeline-specific institutional config already exists on nf-core/configs!
-// try {
-//   includeConfig "${params.custom_config_base}/pipeline/quantms.config"
-// } catch (Exception e) {
-//   System.err.println("WARNING: Could not load nf-core/config/quantms profiles: ${params.custom_config_base}/pipeline/quantms.config")
-// }
+try {
+    includeConfig "${params.custom_config_base}/pipeline/quantms.config"
+} catch (Exception e) {
+    System.err.println("WARNING: Could not load nf-core/config/quantms profiles: ${params.custom_config_base}/pipeline/quantms.config")
+}
 profiles {
     debug {
-        dumpHashes             = true
-        process.beforeScript   = 'echo $HOSTNAME'
-        cleanup                = false
+        dumpHashes              = true
+        process.beforeScript    = 'echo $HOSTNAME'
+        cleanup                 = false
         nextflow.enable.configProcessNamesValidation = true
     }
     conda {
-        conda.enabled          = true
-        docker.enabled         = false
-        singularity.enabled    = false
-        podman.enabled         = false
-        shifter.enabled        = false
-        charliecloud.enabled   = false
-        channels               = ['conda-forge', 'bioconda', 'defaults']
-        apptainer.enabled      = false
+        conda.enabled           = true
+        docker.enabled          = false
+        singularity.enabled     = false
+        podman.enabled          = false
+        shifter.enabled         = false
+        charliecloud.enabled    = false
+        conda.channels          = ['conda-forge', 'bioconda', 'defaults']
+        apptainer.enabled       = false
     }
     mamba {
-        conda.enabled          = true
-        conda.useMamba         = true
-        docker.enabled         = false
-        singularity.enabled    = false
-        podman.enabled         = false
-        shifter.enabled        = false
-        charliecloud.enabled   = false
-        apptainer.enabled      = false
+        conda.enabled           = true
+        conda.useMamba          = true
+        docker.enabled          = false
+        singularity.enabled     = false
+        podman.enabled          = false
+        shifter.enabled         = false
+        charliecloud.enabled    = false
+        apptainer.enabled       = false
     }
     docker {
-        docker.enabled         = true
-        conda.enabled          = false
-        singularity.enabled    = false
-        podman.enabled         = false
-        shifter.enabled        = false
-        charliecloud.enabled   = false
-        apptainer.enabled      = false
-        docker.runOptions      = '-u $(id -u):$(id -g)'
+        docker.enabled          = true
+        conda.enabled           = false
+        singularity.enabled     = false
+        podman.enabled          = false
+        shifter.enabled         = false
+        charliecloud.enabled    = false
+        apptainer.enabled       = false
+        docker.runOptions       = '-u $(id -u):$(id -g)'
     }
     arm {
-        docker.runOptions      = '-u $(id -u):$(id -g) --platform=linux/amd64'
+        docker.runOptions       = '-u $(id -u):$(id -g) --platform=linux/amd64'
     }
     singularity {
-        singularity.enabled    = true
-        singularity.autoMounts = true
-        conda.enabled          = false
-        docker.enabled         = false
-        podman.enabled         = false
-        shifter.enabled        = false
-        charliecloud.enabled   = false
-        apptainer.enabled      = false
+        singularity.enabled     = true
+        singularity.autoMounts  = true
+        conda.enabled           = false
+        docker.enabled          = false
+        podman.enabled          = false
+        shifter.enabled         = false
+        charliecloud.enabled    = false
+        apptainer.enabled       = false
     }
     podman {
-        podman.enabled         = true
-        conda.enabled          = false
-        docker.enabled         = false
-        singularity.enabled    = false
-        shifter.enabled        = false
-        charliecloud.enabled   = false
-        apptainer.enabled      = false
+        podman.enabled          = true
+        conda.enabled           = false
+        docker.enabled          = false
+        singularity.enabled     = false
+        shifter.enabled         = false
+        charliecloud.enabled    = false
+        apptainer.enabled       = false
     }
     shifter {
-        shifter.enabled        = true
-        conda.enabled          = false
-        docker.enabled         = false
-        singularity.enabled    = false
-        podman.enabled         = false
-        charliecloud.enabled   = false
-        apptainer.enabled      = false
+        shifter.enabled         = true
+        conda.enabled           = false
+        docker.enabled          = false
+        singularity.enabled     = false
+        podman.enabled          = false
+        charliecloud.enabled    = false
+        apptainer.enabled       = false
     }
     charliecloud {
-        charliecloud.enabled   = true
-        conda.enabled          = false
-        docker.enabled         = false
-        singularity.enabled    = false
-        podman.enabled         = false
-        shifter.enabled        = false
-        apptainer.enabled      = false
+        charliecloud.enabled    = true
+        conda.enabled           = false
+        docker.enabled          = false
+        singularity.enabled     = false
+        podman.enabled          = false
+        shifter.enabled         = false
+        apptainer.enabled       = false
     }
     apptainer {
-        apptainer.enabled      = true
-        apptainer.autoMounts   = true
-        conda.enabled          = false
-        docker.enabled         = false
-        singularity.enabled    = false
-        podman.enabled         = false
-        shifter.enabled        = false
-        charliecloud.enabled   = false
+        apptainer.enabled       = true
+        apptainer.autoMounts    = true
+        conda.enabled           = false
+        docker.enabled          = false
+        singularity.enabled     = false
+        podman.enabled          = false
+        shifter.enabled         = false
+        charliecloud.enabled    = false
+    }
+    wave {
+        apptainer.ociAutoPull   = true
+        singularity.ociAutoPull = true
+        wave.enabled            = true
+        wave.freeze             = true
+        wave.strategy           = 'conda,container'
     }
     gitpod {
-        executor.name          = 'local'
-        executor.cpus          = 4
-        executor.memory        = 8.GB
+        executor.name           = 'local'
+        executor.cpus           = 4
+        executor.memory         = 8.GB
     }
     test      { includeConfig 'conf/test.config'      }
     test_full { includeConfig 'conf/test_full.config' }
diff --git a/nextflow_schema.json b/nextflow_schema.json
index f643948e..99e1bd6c 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -265,6 +265,13 @@
                     "description": "Validation of parameters in lenient more.",
                     "hidden": true,
                     "help_text": "Allows string values that are parseable as numbers or booleans. For further information see [JSONSchema docs](https://github.com/everit-org/json-schema#lenient-mode)."
+                },
+                "pipelines_testdata_base_path": {
+                    "type": "string",
+                    "fa_icon": "far fa-check-circle",
+                    "description": "Base URL or local path to location of pipeline test dataset files",
+                    "default": "https://raw.githubusercontent.com/nf-core/test-datasets/",
+                    "hidden": true
                 }
             }
         }
diff --git a/pyproject.toml b/pyproject.toml
deleted file mode 100644
index 56110621..00000000
--- a/pyproject.toml
+++ /dev/null
@@ -1,15 +0,0 @@
-# Config file for Python. Mostly used to configure linting of bin/*.py with Ruff.
-# Should be kept the same as nf-core/tools to avoid fighting with template synchronisation.
-[tool.ruff]
-line-length = 120
-target-version = "py38"
-cache-dir = "~/.cache/ruff"
-
-[tool.ruff.lint]
-select = ["I", "E1", "E4", "E7", "E9", "F", "UP", "N"]
-
-[tool.ruff.lint.isort]
-known-first-party = ["nf_core"]
-
-[tool.ruff.lint.per-file-ignores]
-"__init__.py" = ["E402", "F401"]
diff --git a/subworkflows/local/utils_nfcore_quantms_pipeline/main.nf b/subworkflows/local/utils_nfcore_quantms_pipeline/main.nf
index 2a03b6fa..5d36539e 100644
--- a/subworkflows/local/utils_nfcore_quantms_pipeline/main.nf
+++ b/subworkflows/local/utils_nfcore_quantms_pipeline/main.nf
@@ -140,6 +140,10 @@ workflow PIPELINE_COMPLETION {
             imNotification(summary_params, hook_url)
         }
     }
+
+    workflow.onError {
+        log.error "Pipeline failed. Please refer to troubleshooting docs: https://nf-co.re/docs/usage/troubleshooting"
+    }
 }
 
 /*
@@ -230,8 +234,16 @@ def methodsDescriptionText(mqc_methods_yaml) {
     meta["manifest_map"] = workflow.manifest.toMap()
 
     // Pipeline DOI
-    meta["doi_text"] = meta.manifest_map.doi ? "(doi: <a href=\'https://doi.org/${meta.manifest_map.doi}\'>${meta.manifest_map.doi}</a>)" : ""
-    meta["nodoi_text"] = meta.manifest_map.doi ? "": "<li>If available, make sure to update the text to include the Zenodo DOI of version of the pipeline used. </li>"
+    if (meta.manifest_map.doi) {
+        // Using a loop to handle multiple DOIs
+        // Removing `https://doi.org/` to handle pipelines using DOIs vs DOI resolvers
+        // Removing ` ` since the manifest.doi is a string and not a proper list
+        def temp_doi_ref = ""
+        String[] manifest_doi = meta.manifest_map.doi.tokenize(",")
+        for (String doi_ref: manifest_doi) temp_doi_ref += "(doi: <a href=\'https://doi.org/${doi_ref.replace("https://doi.org/", "").replace(" ", "")}\'>${doi_ref.replace("https://doi.org/", "").replace(" ", "")}</a>), "
+        meta["doi_text"] = temp_doi_ref.substring(0, temp_doi_ref.length() - 2)
+    } else meta["doi_text"] = ""
+    meta["nodoi_text"] = meta.manifest_map.doi ? "" : "<li>If available, make sure to update the text to include the Zenodo DOI of version of the pipeline used. </li>"
 
     // Tool references
     meta["tool_citations"] = ""
diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/main.nf b/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
index a8b55d6f..14558c39 100644
--- a/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
@@ -65,9 +65,15 @@ def checkProfileProvided(nextflow_cli_args) {
 // Citation string for pipeline
 //
 def workflowCitation() {
+    def temp_doi_ref = ""
+    String[] manifest_doi = workflow.manifest.doi.tokenize(",")
+    // Using a loop to handle multiple DOIs
+    // Removing `https://doi.org/` to handle pipelines using DOIs vs DOI resolvers
+    // Removing ` ` since the manifest.doi is a string and not a proper list
+    for (String doi_ref: manifest_doi) temp_doi_ref += "  https://doi.org/${doi_ref.replace('https://doi.org/', '').replace(' ', '')}\n"
     return "If you use ${workflow.manifest.name} for your analysis please cite:\n\n" +
         "* The pipeline\n" +
-        "  ${workflow.manifest.doi}\n\n" +
+        temp_doi_ref + "\n" +
         "* The nf-core framework\n" +
         "  https://doi.org/10.1038/s41587-020-0439-x\n\n" +
         "* Software dependencies\n" +
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index 7943efea..c8ed4736 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -40,22 +40,44 @@ workflow QUANTMS {
     // Collate and save software versions
     //
     softwareVersionsToYAML(ch_versions)
-        .collectFile(storeDir: "${params.outdir}/pipeline_info", name: 'nf_core_pipeline_software_mqc_versions.yml', sort: true, newLine: true)
-        .set { ch_collated_versions }
+        .collectFile(
+            storeDir: "${params.outdir}/pipeline_info",
+            name: 'nf_core_pipeline_software_mqc_versions.yml',
+            sort: true,
+            newLine: true
+        ).set { ch_collated_versions }
 
     //
     // MODULE: MultiQC
     //
-    ch_multiqc_config                     = Channel.fromPath("$projectDir/assets/multiqc_config.yml", checkIfExists: true)
-    ch_multiqc_custom_config              = params.multiqc_config ? Channel.fromPath(params.multiqc_config, checkIfExists: true) : Channel.empty()
-    ch_multiqc_logo                       = params.multiqc_logo ? Channel.fromPath(params.multiqc_logo, checkIfExists: true) : Channel.empty()
-    summary_params                        = paramsSummaryMap(workflow, parameters_schema: "nextflow_schema.json")
-    ch_workflow_summary                   = Channel.value(paramsSummaryMultiqc(summary_params))
-    ch_multiqc_custom_methods_description = params.multiqc_methods_description ? file(params.multiqc_methods_description, checkIfExists: true) : file("$projectDir/assets/methods_description_template.yml", checkIfExists: true)
-    ch_methods_description                = Channel.value(methodsDescriptionText(ch_multiqc_custom_methods_description))
-    ch_multiqc_files                      = ch_multiqc_files.mix(ch_workflow_summary.collectFile(name: 'workflow_summary_mqc.yaml'))
-    ch_multiqc_files                      = ch_multiqc_files.mix(ch_collated_versions)
-    ch_multiqc_files                      = ch_multiqc_files.mix(ch_methods_description.collectFile(name: 'methods_description_mqc.yaml', sort: false))
+    ch_multiqc_config        = Channel.fromPath(
+        "$projectDir/assets/multiqc_config.yml", checkIfExists: true)
+    ch_multiqc_custom_config = params.multiqc_config ?
+        Channel.fromPath(params.multiqc_config, checkIfExists: true) :
+        Channel.empty()
+    ch_multiqc_logo          = params.multiqc_logo ?
+        Channel.fromPath(params.multiqc_logo, checkIfExists: true) :
+        Channel.empty()
+
+    summary_params      = paramsSummaryMap(
+        workflow, parameters_schema: "nextflow_schema.json")
+    ch_workflow_summary = Channel.value(paramsSummaryMultiqc(summary_params))
+
+    ch_multiqc_custom_methods_description = params.multiqc_methods_description ?
+        file(params.multiqc_methods_description, checkIfExists: true) :
+        file("$projectDir/assets/methods_description_template.yml", checkIfExists: true)
+    ch_methods_description                = Channel.value(
+        methodsDescriptionText(ch_multiqc_custom_methods_description))
+
+    ch_multiqc_files = ch_multiqc_files.mix(
+        ch_workflow_summary.collectFile(name: 'workflow_summary_mqc.yaml'))
+    ch_multiqc_files = ch_multiqc_files.mix(ch_collated_versions)
+    ch_multiqc_files = ch_multiqc_files.mix(
+        ch_methods_description.collectFile(
+            name: 'methods_description_mqc.yaml',
+            sort: true
+        )
+    )
 
     MULTIQC (
         ch_multiqc_files.collect(),

From 4fe0d6bd503774b632dc278ed3f20abf190ee3d2 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 14 Aug 2024 11:32:47 +0100
Subject: [PATCH 238/264] delete fastq module.

---
 modules/nf-core/fastqc/main.nf | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 modules/nf-core/fastqc/main.nf

diff --git a/modules/nf-core/fastqc/main.nf b/modules/nf-core/fastqc/main.nf
deleted file mode 100644
index e69de29b..00000000

From 77a8e596d1de53e97313df4c904f087582bd6b0d Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 14 Aug 2024 11:35:41 +0100
Subject: [PATCH 239/264] delete fastq module.

---
 nextflow.config | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/nextflow.config b/nextflow.config
index 8cf549ea..2e49b7bf 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -249,7 +249,7 @@ params {
     hook_url                   = null
     help                       = false
     version                    = false
-
+    pipelines_testdata_base_path = 'https://raw.githubusercontent.com/nf-core/test-datasets/'
 
     // Config options
     config_profile_name        = null

From 682ed6a5450e4ff70457dc647815a1ab646aa67f Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Wed, 14 Aug 2024 20:01:24 +0800
Subject: [PATCH 240/264] add SNR feature for percolator

---
 modules/local/add_sage_feat/main.nf     |  8 ++---
 modules/local/spectrum2features/main.nf | 30 +++++++++++++++++
 modules/local/spectrum2features/meta.nf | 44 +++++++++++++++++++++++++
 nextflow.config                         |  3 ++
 subworkflows/local/dda_id.nf            |  9 +++++
 5 files changed, 90 insertions(+), 4 deletions(-)
 create mode 100644 modules/local/spectrum2features/main.nf
 create mode 100644 modules/local/spectrum2features/meta.nf

diff --git a/modules/local/add_sage_feat/main.nf b/modules/local/add_sage_feat/main.nf
index 03a694ed..d465c5cb 100644
--- a/modules/local/add_sage_feat/main.nf
+++ b/modules/local/add_sage_feat/main.nf
@@ -2,10 +2,10 @@ process SAGEFEATURE {
     tag "$meta.mzml_id"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.2"
+    conda "bioconda::quantms-utils=0.0.7"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.2--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.2--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(id_file), path(extra_feat)
@@ -24,7 +24,7 @@ process SAGEFEATURE {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        pyopenms: \$(pip show pyopenms | grep "Version" | awk -F ': ' '{print \$2}')
+        quantmsutils: \$(pip show quantmsutils | grep "Version" | awk -F ': ' '{print \$2}')
     END_VERSIONS
     """
 }
diff --git a/modules/local/spectrum2features/main.nf b/modules/local/spectrum2features/main.nf
new file mode 100644
index 00000000..04a9cd86
--- /dev/null
+++ b/modules/local/spectrum2features/main.nf
@@ -0,0 +1,30 @@
+process SPECTRUM2FEATURES {
+    tag "$meta.mzml_id"
+    label 'process_low'
+
+    conda "bioconda::quantms-utils=0.0.7"
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
+
+    input:
+    tuple val(meta), path(ms_file), path(id_file)
+
+    output:
+    tuple val(meta), path("${id_file.baseName}_snr.idXML"), emit: id_files_snr
+    path "versions.yml", emit: version
+    path "*.log", emit: log
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.mzml_id}"
+
+    """
+    quantmsutilsc spectrum2feature --ms_path "${ms_path}" --idxml "${id_file}" --output "${id_file.baseName}_snr.idXML" 2>&1 | tee add_snr_feature.log
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        quantmsutils: \$(pip show quantmsutils | grep "Version" | awk -F ': ' '{print \$2}')
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/spectrum2features/meta.nf b/modules/local/spectrum2features/meta.nf
new file mode 100644
index 00000000..b69fbefc
--- /dev/null
+++ b/modules/local/spectrum2features/meta.nf
@@ -0,0 +1,44 @@
+name: SPECTRUM2FEATURES
+description: A module to add signal-to-noise ratio features for percolator
+keywords:
+  - features
+  - percolator
+tools:
+  - custom:
+      description: |
+        A custom module to add signal-to-noise ratio features.
+      homepage: https://github.com/bigbio/quantms
+      documentation: https://github.com/bigbio/quantms/tree/readthedocs
+input:
+  - meta:
+      type: map
+      description: Groovy Map containing sample information
+  - ms_file:
+      type: file
+      description: |
+        A string specifying the path to the mass spectrometry file.
+      pattern: "*.mzML"
+  - id_file:
+      type: file
+      description: |
+        Input idXML file containing the identifications.
+      pattern: "*.idXML"
+output:
+  - meta:
+      type: map
+      description: Groovy Map containing sample information
+  - id_files_snr:
+      type: file
+      description: |
+        Output file in idXML format
+      pattern: "*.idXML"
+  - log:
+      type: file
+      description: log file
+      pattern: "*.log"
+  - version:
+      type: file
+      description: File containing software version
+      pattern: "versions.yml"
+authors:
+  - "@daichengxin"
diff --git a/nextflow.config b/nextflow.config
index dc45c9d4..6d368a4f 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -117,6 +117,9 @@ params {
     feature_generators              = 'deeplc,ms2pip'
     calibration_set_size            = 0.15
 
+    // SNR features flags
+    add_snr_feature_percolator      = false
+
     // PeptideIndexer flags
     IL_equivalent    = true
     unmatched_action = "warn"
diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index 6e2f32b5..1b5e4f44 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -14,6 +14,7 @@ include { MS2RESCORE                     } from '../../modules/local/ms2rescore/
 include { IDSCORESWITCHER                } from '../../modules/local/openms/idscoreswitcher/main'
 include { GETSAMPLE                      } from '../../modules/local/extract_sample/main'
 include { SAGEFEATURE                    } from '../../modules/local/add_sage_feat/main'
+include { SPECTRUM2FEATURES              } from '../../modules/local/spectrum2features/main'
 
 //
 // SUBWORKFLOW: Consisting of a mix of local and nf-core/modules
@@ -78,6 +79,14 @@ workflow DDA_ID {
                 ch_software_versions = ch_software_versions.mix(EXTRACTPSMFEATURES.out.version)
             }
 
+            // Add SNR features to percolator
+            if (params.add_snr_feature_percolator) {
+                SPECTRUM2FEATURES(ch_id_files_feats.combine(ch_file_preparation_results, by: 0))
+                ch_id_files_feats = SPECTRUM2FEATURES.out.id_files_snr
+                ch_software_versions = ch_software_versions.mix(SPECTRUM2FEATURES.out.version)
+            }
+
+
             // Rescoring for independent run, Sample or whole experiments
             if (params.rescore_range == "independent_run") {
                 PERCOLATOR(ch_id_files_feats)

From 2efeed344f706930393eeffbb1ef4d765d002dcb Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Wed, 14 Aug 2024 20:08:39 +0800
Subject: [PATCH 241/264] fixed

---
 modules/local/spectrum2features/{meta.nf => meta.yml} | 0
 nextflow_schema.json                                  | 6 ++++++
 2 files changed, 6 insertions(+)
 rename modules/local/spectrum2features/{meta.nf => meta.yml} (100%)

diff --git a/modules/local/spectrum2features/meta.nf b/modules/local/spectrum2features/meta.yml
similarity index 100%
rename from modules/local/spectrum2features/meta.nf
rename to modules/local/spectrum2features/meta.yml
diff --git a/nextflow_schema.json b/nextflow_schema.json
index c000d072..fe50c515 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -485,6 +485,12 @@
                     "default": false,
                     "fa_icon": "far fa-check-square"
                 },
+                "add_snr_feature_percolator": {
+                    "type": "boolean",
+                    "description": "Whether add signal-to-noise ratio features for identification rescoring in percolator",
+                    "default": false,
+                    "fa_icon": "far fa-check-square"
+                },
                 "rescore_range": {
                     "type": "string",
                     "description": "Rescoring for independent run, Sample or whole experiments",

From aaa0658a2c09ac2ced772052aa53cc08be0851e5 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 14 Aug 2024 16:01:11 +0100
Subject: [PATCH 242/264] update citations

---
 CITATIONS.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/CITATIONS.md b/CITATIONS.md
index d61a8cde..d3d5af4c 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -2,14 +2,14 @@
 
 ## [Pipeline](https://www.researchsquare.com/article/rs-3002027/v1)
 
-> Chengxin Dai, Julianus Pfeuffer, Hong Wang et al. quantms: A cloud-based pipeline for proteomics reanalysis enables the quantification of 17521 proteins in 9,502 human samples., 01 June 2023, PREPRINT (Version 1) available at Research Square [https://doi.org/10.21203/rs.3.rs-3002027/v1]
+> Dai C, Pfeuffer J, Wang H, Zheng P, Käll L, Sachsenberg T, Demichev V, Bai M, Kohlbacher O, Perez-Riverol Y. quantms: a cloud-based pipeline for quantitative proteomics enables the reanalysis of public proteomics data. Nat Methods. 2024 Jul 4. doi: 10.1038/s41592-024-02343-1. Epub ahead of print. PMID: 38965444.
 
 ## Pipeline research manuscripts
 
 - [proteogenomics](https://pubmed.ncbi.nlm.nih.gov/34904638/)
 
-  > Umer HM, Audain E, Zhu Y, Pfeuffer J, Sachsenberg T, Lehtiö J, Branca RM, Perez-Riverol Y. Generation of ENSEMBL-based proteogenomics databases boosts the identification of non-canonical peptides. Bioinformatics. 2022 Feb 7;38(5):1470-1472. doi: 10.1093/bioinformatics/btab838. PMID: 34904638; PMCID: PMC8825679.
-
+  > - Umer HM, Audain E, Zhu Y, Pfeuffer J, Sachsenberg T, Lehtiö J, Branca RM, Perez-Riverol Y. Generation of ENSEMBL-based proteogenomics databases boosts the identification of non-canonical peptides. Bioinformatics. 2022 Feb 7;38(5):1470-1472. doi: 10.1093/bioinformatics/btab838. PMID: 34904638; PMCID: PMC8825679.
+  > - Wang, Dong, Robbin Bouwmeester, Ping Zheng, Chengxin Dai, Aniel Sanchez Puente, Kunxian Shu, Mingze Bai, Husen M. Umer, and Yasset Perez-Riverol. "Proteogenomics analysis of human tissues using pangenomes." bioRxiv (2024): 2024-05.
 - [lfq dda benchmark](https://pubmed.ncbi.nlm.nih.gov/37220883/)
 
   > Bai M, Deng J, Dai C, Pfeuffer J, Sachsenberg T, Perez-Riverol Y. LFQ-Based Peptide and Protein Intensity Differential Expression Analysis. J Proteome Res. 2023 Jun 2;22(6):2114-2123. doi: 10.1021/acs.jproteome.2c00812. Epub 2023 May 23. PMID: 37220883; PMCID: PMC10243145.

From a7b34ddefe17b76d2fc7af752708d510c07befad Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 14 Aug 2024 16:03:43 +0100
Subject: [PATCH 243/264] update citations

---
 CITATIONS.md | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/CITATIONS.md b/CITATIONS.md
index d3d5af4c..81536826 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -8,8 +8,10 @@
 
 - [proteogenomics](https://pubmed.ncbi.nlm.nih.gov/34904638/)
 
-  > - Umer HM, Audain E, Zhu Y, Pfeuffer J, Sachsenberg T, Lehtiö J, Branca RM, Perez-Riverol Y. Generation of ENSEMBL-based proteogenomics databases boosts the identification of non-canonical peptides. Bioinformatics. 2022 Feb 7;38(5):1470-1472. doi: 10.1093/bioinformatics/btab838. PMID: 34904638; PMCID: PMC8825679.
-  > - Wang, Dong, Robbin Bouwmeester, Ping Zheng, Chengxin Dai, Aniel Sanchez Puente, Kunxian Shu, Mingze Bai, Husen M. Umer, and Yasset Perez-Riverol. "Proteogenomics analysis of human tissues using pangenomes." bioRxiv (2024): 2024-05.
+  > Umer HM, Audain E, Zhu Y, Pfeuffer J, Sachsenberg T, Lehtiö J, Branca RM, Perez-Riverol Y. Generation of ENSEMBL-based proteogenomics databases boosts the identification of non-canonical peptides. Bioinformatics. 2022 Feb 7;38(5):1470-1472. doi: 10.1093/bioinformatics/btab838. PMID: 34904638; PMCID: PMC8825679.
+
+  > Wang, Dong, Robbin Bouwmeester, Ping Zheng, Chengxin Dai, Aniel Sanchez Puente, Kunxian Shu, Mingze Bai, Husen M. Umer, and Yasset Perez-Riverol. "Proteogenomics analysis of human tissues using pangenomes." bioRxiv (2024): 2024-05.
+-
 - [lfq dda benchmark](https://pubmed.ncbi.nlm.nih.gov/37220883/)
 
   > Bai M, Deng J, Dai C, Pfeuffer J, Sachsenberg T, Perez-Riverol Y. LFQ-Based Peptide and Protein Intensity Differential Expression Analysis. J Proteome Res. 2023 Jun 2;22(6):2114-2123. doi: 10.1021/acs.jproteome.2c00812. Epub 2023 May 23. PMID: 37220883; PMCID: PMC10243145.

From 96463a5f1acd7d81f78f0833fef97350524a78d7 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 14 Aug 2024 16:07:25 +0100
Subject: [PATCH 244/264] update citations

---
 CITATIONS.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CITATIONS.md b/CITATIONS.md
index 81536826..400e6d9d 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -11,7 +11,7 @@
   > Umer HM, Audain E, Zhu Y, Pfeuffer J, Sachsenberg T, Lehtiö J, Branca RM, Perez-Riverol Y. Generation of ENSEMBL-based proteogenomics databases boosts the identification of non-canonical peptides. Bioinformatics. 2022 Feb 7;38(5):1470-1472. doi: 10.1093/bioinformatics/btab838. PMID: 34904638; PMCID: PMC8825679.
 
   > Wang, Dong, Robbin Bouwmeester, Ping Zheng, Chengxin Dai, Aniel Sanchez Puente, Kunxian Shu, Mingze Bai, Husen M. Umer, and Yasset Perez-Riverol. "Proteogenomics analysis of human tissues using pangenomes." bioRxiv (2024): 2024-05.
--
+
 - [lfq dda benchmark](https://pubmed.ncbi.nlm.nih.gov/37220883/)
 
   > Bai M, Deng J, Dai C, Pfeuffer J, Sachsenberg T, Perez-Riverol Y. LFQ-Based Peptide and Protein Intensity Differential Expression Analysis. J Proteome Res. 2023 Jun 2;22(6):2114-2123. doi: 10.1021/acs.jproteome.2c00812. Epub 2023 May 23. PMID: 37220883; PMCID: PMC10243145.

From b61350547378aecaccdd864afb664c5586b50620 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 14 Aug 2024 17:06:44 +0100
Subject: [PATCH 245/264] update diann versions

---
 nextflow.config      | 2 +-
 nextflow_schema.json | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index 2e49b7bf..71c1d30b 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -184,7 +184,7 @@ params {
     convert_dotd            = false
 
     // DIA-NN
-    diann_version           = '1.8.1'
+    diann_version           = '1.8.1'  // Possible versions are '1.8.1', '1.9.beta.1'
     diann_debug             = 3
     scan_window             = 8
     scan_window_automatic   = true
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 4b66f1f6..3ce74962 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -998,7 +998,7 @@
                     "type": "string",
                     "description": "The version of DIA-NN used",
                     "fa_icon": "fas fa-font",
-                    "help_text": "There are differences between the different DIA-NN versions. DIA-NN do not support cloud freely in 1.9.1."
+                    "help_text": "There are differences between the different DIA-NN versions. DIA-NN do not support cloud freely in 1.9.beta.1"
                 },
                 "mass_acc_automatic": {
                     "type": "boolean",

From 3cccdc25f6e585a0d77076606dfff0fa07cd19af Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Thu, 15 Aug 2024 11:07:21 +0800
Subject: [PATCH 246/264] fixed

---
 modules/local/spectrum2features/main.nf | 4 ++--
 subworkflows/local/psmrescoring.nf      | 8 ++++++++
 2 files changed, 10 insertions(+), 2 deletions(-)

diff --git a/modules/local/spectrum2features/main.nf b/modules/local/spectrum2features/main.nf
index 04a9cd86..fcee6851 100644
--- a/modules/local/spectrum2features/main.nf
+++ b/modules/local/spectrum2features/main.nf
@@ -8,7 +8,7 @@ process SPECTRUM2FEATURES {
         'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
 
     input:
-    tuple val(meta), path(ms_file), path(id_file)
+    tuple val(meta), path(id_file), path(ms_file)
 
     output:
     tuple val(meta), path("${id_file.baseName}_snr.idXML"), emit: id_files_snr
@@ -20,7 +20,7 @@ process SPECTRUM2FEATURES {
     def prefix = task.ext.prefix ?: "${meta.mzml_id}"
 
     """
-    quantmsutilsc spectrum2feature --ms_path "${ms_path}" --idxml "${id_file}" --output "${id_file.baseName}_snr.idXML" 2>&1 | tee add_snr_feature.log
+    quantmsutilsc spectrum2feature --ms_path "${ms_file}" --idxml "${id_file}" --output "${id_file.baseName}_snr.idXML" 2>&1 | tee add_snr_feature.log
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/subworkflows/local/psmrescoring.nf b/subworkflows/local/psmrescoring.nf
index 28cc449a..efca04f6 100644
--- a/subworkflows/local/psmrescoring.nf
+++ b/subworkflows/local/psmrescoring.nf
@@ -11,6 +11,7 @@ include { GETSAMPLE                      } from '../../modules/local/extract_sam
 include { SAGEFEATURE                    } from '../../modules/local/add_sage_feat/main'
 include { IDMERGER                       } from '../../modules/local/openms/idmerger/main'
 include { IDRIPPER                       } from '../../modules/local/openms/idripper/main'
+include { SPECTRUM2FEATURES              } from '../../modules/local/spectrum2features/main'
 
 workflow PSMRESCORING {
     take:
@@ -52,6 +53,13 @@ workflow PSMRESCORING {
             ch_software_versions = ch_software_versions.mix(EXTRACTPSMFEATURES.out.version)
         }
 
+        // Add SNR features to percolator
+        if (params.add_snr_feature_percolator) {
+            SPECTRUM2FEATURES(ch_id_files_feats.combine(ch_file_preparation_results, by: 0))
+            ch_id_files_feats = SPECTRUM2FEATURES.out.id_files_snr
+            ch_software_versions = ch_software_versions.mix(SPECTRUM2FEATURES.out.version)
+        }
+
         // Rescoring for independent run, Sample or whole experiments
         if (params.rescore_range == "independent_run") {
             PERCOLATOR(ch_id_files_feats)

From 9e96f5411033a4f0c7ed797f66be4bbf09fe25e1 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Thu, 15 Aug 2024 11:47:01 +0800
Subject: [PATCH 247/264] update version

---
 modules/local/add_sage_feat/main.nf      | 2 +-
 modules/local/diannconvert/main.nf       | 2 +-
 modules/local/extract_psm/main.nf        | 2 +-
 modules/local/generate_diann_cfg/main.nf | 2 +-
 modules/local/mzmlstatistics/main.nf     | 2 +-
 modules/local/samplesheet_check.nf       | 2 +-
 modules/local/spectrum2features/main.nf  | 2 +-
 7 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/modules/local/add_sage_feat/main.nf b/modules/local/add_sage_feat/main.nf
index d465c5cb..05282813 100644
--- a/modules/local/add_sage_feat/main.nf
+++ b/modules/local/add_sage_feat/main.nf
@@ -24,7 +24,7 @@ process SAGEFEATURE {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        quantmsutils: \$(pip show quantmsutils | grep "Version" | awk -F ': ' '{print \$2}')
+        quantms-utils: \$(pip show quantms-utils | grep "Version" | awk -F ': ' '{print \$2}')
     END_VERSIONS
     """
 }
diff --git a/modules/local/diannconvert/main.nf b/modules/local/diannconvert/main.nf
index e2adcaee..258efe01 100644
--- a/modules/local/diannconvert/main.nf
+++ b/modules/local/diannconvert/main.nf
@@ -45,7 +45,7 @@ process DIANNCONVERT {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        pyopenms: \$(pip show pyopenms | grep "Version" | awk -F ': ' '{print \$2}')
+        quantms-utils: \$(pip show quantms-utils | grep "Version" | awk -F ': ' '{print \$2}')
     END_VERSIONS
     """
 }
diff --git a/modules/local/extract_psm/main.nf b/modules/local/extract_psm/main.nf
index 83768eca..68bcf3e5 100644
--- a/modules/local/extract_psm/main.nf
+++ b/modules/local/extract_psm/main.nf
@@ -30,7 +30,7 @@ process PSMCONVERSION {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        pyopenms: \$(pip show pyopenms | grep "Version" | awk -F ': ' '{print \$2}')
+        quantms-utils: \$(pip show quantms-utils | grep "Version" | awk -F ': ' '{print \$2}')
     END_VERSIONS
     """
 }
diff --git a/modules/local/generate_diann_cfg/main.nf b/modules/local/generate_diann_cfg/main.nf
index bbf44d65..05e94b0e 100644
--- a/modules/local/generate_diann_cfg/main.nf
+++ b/modules/local/generate_diann_cfg/main.nf
@@ -27,7 +27,7 @@ process GENERATE_DIANN_CFG {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        sdrf-pipelines: \$(pip show sdrf-pipelines | grep "Version" | awk -F ': ' '{print \$2}')
+        quantms-utils: \$(pip show quantms-utils | grep "Version" | awk -F ': ' '{print \$2}')
     END_VERSIONS
     """
 }
diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index 8cd15d16..90fe17a7 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -29,7 +29,7 @@ process MZMLSTATISTICS {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        pyopenms: \$(pip show pyopenms | grep "Version" | awk -F ': ' '{print \$2}')
+        quantms-utils: \$(pip show quantms-utils | grep "Version" | awk -F ': ' '{print \$2}')
     END_VERSIONS
     """
 }
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index c53c4049..4a30ab2e 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -41,7 +41,7 @@ process SAMPLESHEET_CHECK {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        sdrf-pipelines: \$(parse_sdrf --version 2>&1 | awk -F ' ' '{print \$2}')
+        quantms-utils: \$(pip show quantms-utils | grep "Version" | awk -F ': ' '{print \$2}')
     END_VERSIONS
     """
 }
diff --git a/modules/local/spectrum2features/main.nf b/modules/local/spectrum2features/main.nf
index fcee6851..75ab2c38 100644
--- a/modules/local/spectrum2features/main.nf
+++ b/modules/local/spectrum2features/main.nf
@@ -24,7 +24,7 @@ process SPECTRUM2FEATURES {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        quantmsutils: \$(pip show quantmsutils | grep "Version" | awk -F ': ' '{print \$2}')
+        quantms-utils: \$(pip show quantms-utils | grep "Version" | awk -F ': ' '{print \$2}')
     END_VERSIONS
     """
 }

From 5beefdfc0b464727ef89930973197900502fb817 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Thu, 15 Aug 2024 11:41:51 +0100
Subject: [PATCH 248/264] 0.0.7 -> 0.0.8

---
 CHANGELOG.md                             | 2 +-
 modules/local/add_sage_feat/main.nf      | 6 +++---
 modules/local/diannconvert/main.nf       | 6 +++---
 modules/local/extract_psm/main.nf        | 6 +++---
 modules/local/generate_diann_cfg/main.nf | 6 +++---
 modules/local/ms2rescore/main.nf         | 6 +++---
 modules/local/mzmlstatistics/main.nf     | 6 +++---
 modules/local/preprocess_expdesign.nf    | 6 +++---
 modules/local/samplesheet_check.nf       | 6 +++---
 modules/local/sdrfparsing/main.nf        | 6 +++---
 modules/local/spectrum2features/main.nf  | 6 +++---
 11 files changed, 31 insertions(+), 31 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 135dc698..51af2a11 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -29,7 +29,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Dependencies`
 
-- quantms-utils==0.0.7
+- quantms-utils==0.0.8
 - diann==1.9.1
 
 ### `Parameters`
diff --git a/modules/local/add_sage_feat/main.nf b/modules/local/add_sage_feat/main.nf
index 05282813..3bb49ec5 100644
--- a/modules/local/add_sage_feat/main.nf
+++ b/modules/local/add_sage_feat/main.nf
@@ -2,10 +2,10 @@ process SAGEFEATURE {
     tag "$meta.mzml_id"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.7"
+    conda "bioconda::quantms-utils=0.0.8"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(id_file), path(extra_feat)
diff --git a/modules/local/diannconvert/main.nf b/modules/local/diannconvert/main.nf
index 258efe01..7ef355cc 100644
--- a/modules/local/diannconvert/main.nf
+++ b/modules/local/diannconvert/main.nf
@@ -2,10 +2,10 @@ process DIANNCONVERT {
     tag "$meta.experiment_id"
     label 'process_medium'
 
-    conda "bioconda::quantms-utils=0.0.7"
+    conda "bioconda::quantms-utils=0.0.8"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
 
     input:
     path(report)
diff --git a/modules/local/extract_psm/main.nf b/modules/local/extract_psm/main.nf
index 68bcf3e5..8de7ca89 100644
--- a/modules/local/extract_psm/main.nf
+++ b/modules/local/extract_psm/main.nf
@@ -2,10 +2,10 @@ process PSMCONVERSION {
     tag "$meta.mzml_id"
     label 'process_medium'
 
-    conda "bioconda::quantms-utils=0.0.7"
+    conda "bioconda::quantms-utils=0.0.8"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
 
 
     input:
diff --git a/modules/local/generate_diann_cfg/main.nf b/modules/local/generate_diann_cfg/main.nf
index 05e94b0e..29876fef 100644
--- a/modules/local/generate_diann_cfg/main.nf
+++ b/modules/local/generate_diann_cfg/main.nf
@@ -2,10 +2,10 @@ process GENERATE_DIANN_CFG {
     tag "$meta.experiment_id"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.7"
+    conda "bioconda::quantms-utils=0.0.8"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
 
     input:
     val(meta)
diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index 4e7c1508..acd6f722 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -2,10 +2,10 @@ process MS2RESCORE {
     tag "$meta.mzml_id"
     label 'process_high'
 
-    conda "bioconda::quantms-utils=0.0.7"
+    conda "bioconda::quantms-utils=0.0.8"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
 
     // userEmulation settings when docker is specified
     containerOptions = (workflow.containerEngine == 'docker') ? '-u $(id -u) -e "HOME=${HOME}" -v /etc/passwd:/etc/passwd:ro -v /etc/shadow:/etc/shadow:ro -v /etc/group:/etc/group:ro -v $HOME:$HOME' : ''
diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index 90fe17a7..93b70811 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -3,10 +3,10 @@ process MZMLSTATISTICS {
     label 'process_medium'
     label 'process_single'
 
-    conda "bioconda::quantms-utils=0.0.7"
+    conda "bioconda::quantms-utils=0.0.8"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(ms_file)
diff --git a/modules/local/preprocess_expdesign.nf b/modules/local/preprocess_expdesign.nf
index 5fb26703..88bd9386 100644
--- a/modules/local/preprocess_expdesign.nf
+++ b/modules/local/preprocess_expdesign.nf
@@ -6,10 +6,10 @@ process PREPROCESS_EXPDESIGN {
     tag "$design.Name"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.7"
+    conda "bioconda::quantms-utils=0.0.8"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
 
     input:
     path design
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index 4a30ab2e..23350781 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -3,10 +3,10 @@ process SAMPLESHEET_CHECK {
     tag "$input_file"
     label 'process_single'
 
-    conda "bioconda::quantms-utils=0.0.7"
+    conda "bioconda::quantms-utils=0.0.8"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
 
     input:
     path input_file
diff --git a/modules/local/sdrfparsing/main.nf b/modules/local/sdrfparsing/main.nf
index fa2acc54..5bb4d665 100644
--- a/modules/local/sdrfparsing/main.nf
+++ b/modules/local/sdrfparsing/main.nf
@@ -2,10 +2,10 @@ process SDRFPARSING {
     tag "$sdrf.Name"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.7"
+    conda "bioconda::quantms-utils=0.0.8"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
 
     input:
     path sdrf
diff --git a/modules/local/spectrum2features/main.nf b/modules/local/spectrum2features/main.nf
index 75ab2c38..370b1452 100644
--- a/modules/local/spectrum2features/main.nf
+++ b/modules/local/spectrum2features/main.nf
@@ -2,10 +2,10 @@ process SPECTRUM2FEATURES {
     tag "$meta.mzml_id"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.7"
+    conda "bioconda::quantms-utils=0.0.8"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.7--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.7--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(id_file), path(ms_file)

From 1611f69b7cab7e13628890017e47976b5a4f229a Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Fri, 16 Aug 2024 11:23:32 +0100
Subject: [PATCH 249/264] tdf2mzml in bigbio

---
 modules/local/tdf2mzml/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/local/tdf2mzml/main.nf b/modules/local/tdf2mzml/main.nf
index 1085bde9..a3133270 100644
--- a/modules/local/tdf2mzml/main.nf
+++ b/modules/local/tdf2mzml/main.nf
@@ -4,7 +4,7 @@ process TDF2MZML {
     label 'process_single'
     label 'error_retry'
 
-    container 'docker.io/mfreitas/tdf2mzml:latest' // I don't know which stable tag to use...
+    container 'quay.io/bigbio/tdf2mzml:latest' // Switch to latest tag in bigbio
 
     input:
     tuple val(meta), path(rawfile)

From 9ae37c3e6f2cb455dd1e1c1e63718a785e17b379 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Fri, 16 Aug 2024 16:08:39 +0100
Subject: [PATCH 250/264] tdf2mzml in bigbio

---
 CHANGELOG.md                             | 2 +-
 modules/local/add_sage_feat/main.nf      | 6 +++---
 modules/local/diannconvert/main.nf       | 6 +++---
 modules/local/extract_psm/main.nf        | 8 ++++----
 modules/local/extract_psm/meta.yml       | 2 +-
 modules/local/generate_diann_cfg/main.nf | 6 +++---
 modules/local/ms2rescore/main.nf         | 6 +++---
 modules/local/mzmlstatistics/main.nf     | 6 +++---
 modules/local/preprocess_expdesign.nf    | 6 +++---
 modules/local/samplesheet_check.nf       | 6 +++---
 modules/local/sdrfparsing/main.nf        | 6 +++---
 modules/local/spectrum2features/main.nf  | 6 +++---
 12 files changed, 33 insertions(+), 33 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 51af2a11..10d58ad6 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -29,7 +29,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Dependencies`
 
-- quantms-utils==0.0.8
+- quantms-utils==0.0.9
 - diann==1.9.1
 
 ### `Parameters`
diff --git a/modules/local/add_sage_feat/main.nf b/modules/local/add_sage_feat/main.nf
index 3bb49ec5..fbf24692 100644
--- a/modules/local/add_sage_feat/main.nf
+++ b/modules/local/add_sage_feat/main.nf
@@ -2,10 +2,10 @@ process SAGEFEATURE {
     tag "$meta.mzml_id"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.8"
+    conda "bioconda::quantms-utils=0.0.9"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(id_file), path(extra_feat)
diff --git a/modules/local/diannconvert/main.nf b/modules/local/diannconvert/main.nf
index 7ef355cc..351a70d3 100644
--- a/modules/local/diannconvert/main.nf
+++ b/modules/local/diannconvert/main.nf
@@ -2,10 +2,10 @@ process DIANNCONVERT {
     tag "$meta.experiment_id"
     label 'process_medium'
 
-    conda "bioconda::quantms-utils=0.0.8"
+    conda "bioconda::quantms-utils=0.0.9"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
 
     input:
     path(report)
diff --git a/modules/local/extract_psm/main.nf b/modules/local/extract_psm/main.nf
index 8de7ca89..c3536736 100644
--- a/modules/local/extract_psm/main.nf
+++ b/modules/local/extract_psm/main.nf
@@ -2,17 +2,17 @@ process PSMCONVERSION {
     tag "$meta.mzml_id"
     label 'process_medium'
 
-    conda "bioconda::quantms-utils=0.0.8"
+    conda "bioconda::quantms-utils=0.0.9"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
 
 
     input:
     tuple val(meta), path(idxml_file), path(spectrum_df)
 
     output:
-    path "*_psm.csv", emit: psm_info
+    path "*_psm.parquet", emit: psm_info
     path "versions.yml", emit: version
     path "*.log", emit: log
 
diff --git a/modules/local/extract_psm/meta.yml b/modules/local/extract_psm/meta.yml
index ea6df519..a4e6db78 100644
--- a/modules/local/extract_psm/meta.yml
+++ b/modules/local/extract_psm/meta.yml
@@ -25,7 +25,7 @@ output:
   - psm_info:
       type: file
       description: PSM csv file
-      pattern: "*_psm.csv"
+      pattern: "*_psm.parquet"
   - version:
       type: file
       description: File containing software version
diff --git a/modules/local/generate_diann_cfg/main.nf b/modules/local/generate_diann_cfg/main.nf
index 29876fef..a5e40ffb 100644
--- a/modules/local/generate_diann_cfg/main.nf
+++ b/modules/local/generate_diann_cfg/main.nf
@@ -2,10 +2,10 @@ process GENERATE_DIANN_CFG {
     tag "$meta.experiment_id"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.8"
+    conda "bioconda::quantms-utils=0.0.9"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
 
     input:
     val(meta)
diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index acd6f722..9306ad46 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -2,10 +2,10 @@ process MS2RESCORE {
     tag "$meta.mzml_id"
     label 'process_high'
 
-    conda "bioconda::quantms-utils=0.0.8"
+    conda "bioconda::quantms-utils=0.0.9"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
 
     // userEmulation settings when docker is specified
     containerOptions = (workflow.containerEngine == 'docker') ? '-u $(id -u) -e "HOME=${HOME}" -v /etc/passwd:/etc/passwd:ro -v /etc/shadow:/etc/shadow:ro -v /etc/group:/etc/group:ro -v $HOME:$HOME' : ''
diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index 93b70811..2547c12d 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -3,10 +3,10 @@ process MZMLSTATISTICS {
     label 'process_medium'
     label 'process_single'
 
-    conda "bioconda::quantms-utils=0.0.8"
+    conda "bioconda::quantms-utils=0.0.9"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(ms_file)
diff --git a/modules/local/preprocess_expdesign.nf b/modules/local/preprocess_expdesign.nf
index 88bd9386..c1fbae43 100644
--- a/modules/local/preprocess_expdesign.nf
+++ b/modules/local/preprocess_expdesign.nf
@@ -6,10 +6,10 @@ process PREPROCESS_EXPDESIGN {
     tag "$design.Name"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.8"
+    conda "bioconda::quantms-utils=0.0.9"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
 
     input:
     path design
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index 23350781..597a4a08 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -3,10 +3,10 @@ process SAMPLESHEET_CHECK {
     tag "$input_file"
     label 'process_single'
 
-    conda "bioconda::quantms-utils=0.0.8"
+    conda "bioconda::quantms-utils=0.0.9"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
 
     input:
     path input_file
diff --git a/modules/local/sdrfparsing/main.nf b/modules/local/sdrfparsing/main.nf
index 5bb4d665..d6dced8b 100644
--- a/modules/local/sdrfparsing/main.nf
+++ b/modules/local/sdrfparsing/main.nf
@@ -2,10 +2,10 @@ process SDRFPARSING {
     tag "$sdrf.Name"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.8"
+    conda "bioconda::quantms-utils=0.0.9"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
 
     input:
     path sdrf
diff --git a/modules/local/spectrum2features/main.nf b/modules/local/spectrum2features/main.nf
index 370b1452..fed9f218 100644
--- a/modules/local/spectrum2features/main.nf
+++ b/modules/local/spectrum2features/main.nf
@@ -2,10 +2,10 @@ process SPECTRUM2FEATURES {
     tag "$meta.mzml_id"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.8"
+    conda "bioconda::quantms-utils=0.0.9"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.8--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.8--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(id_file), path(ms_file)

From 84e5f821fe7e044601e07a7a7d03206cb8e8695c Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Sat, 17 Aug 2024 14:35:29 +0100
Subject: [PATCH 251/264] Update assets/multiqc_config.yml

Co-authored-by: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
---
 assets/multiqc_config.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index 9336fab8..02a9d96c 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -1,5 +1,5 @@
 report_comment: >
-  This report has been generated by the <a href="https://github.com/nf-core/quantms/tree/dev" target="_blank">nf-core/quantms</a>
+  This report has been generated by the <a href="https://github.com/bigbio/quantms/releases/tag/1.3.0" target="_blank">nf-core/quantms</a>
   analysis pipeline. For information about how to interpret these results, please see the
   <a href="https://nf-co.re/quantms/dev/docs/output" target="_blank">documentation</a>.
 report_section_order:

From ff2767b040e30772105e708d0737f988223b4f17 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Tue, 20 Aug 2024 20:19:54 +0800
Subject: [PATCH 252/264] update

---
 CHANGELOG.md                       | 55 +++++++++++++-----------------
 assets/multiqc_config.yml          |  2 +-
 conf/modules.config                |  2 +-
 main.nf                            | 38 +++++++++++++++++++++
 modules/local/diannsummary/main.nf |  2 +-
 modules/local/extract_psm/meta.yml |  2 +-
 workflows/quantms.nf               |  6 +++-
 7 files changed, 71 insertions(+), 36 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 10d58ad6..b09a22b0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,29 +3,32 @@
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## [Unreleased] nfcore/quantms
+## [1.3.0] nfcore/quantms - [08/04/2024] - Santiago de Cuba
 
 ### `Added`
 
+- [#335](https://github.com/bigbio/quantms/pull/335) (Performance improvement) Improvements in DIA pipeline to use random/subset files for library search
+- [#351](https://github.com/bigbio/quantms/pull/351) Identification workflow for DDA data
 - [#386](https://github.com/bigbio/quantms/pull/386) Make validation of ontology terms optional
 - [#398](https://github.com/bigbio/quantms/pull/398) Python scripts moved to quantms-utils package
 - [#389](https://github.com/bigbio/quantms/pull/389) Introduction to DIANN 1.9.1 to the pipeline, only available in Singularity.
 - [#397](https://github.com/bigbio/quantms/pull/397) More options included in SDRF validation.
 
-### Fixed
-
-- [#400](https://github.com/bigbio/quantms/pull/400) The random file selection when using `random_preanalysis` with DIANN is now reproducible.
-
 ### `Changed`
 
+- [#365](https://github.com/bigbio/quantms/pull/365) Updated sdrf-pipelines==0.0.26
+- [#359](https://github.com/bigbio/quantms/pull/359) Updated pmultiqc==0.0.25
 - [#391](https://github.com/bigbio/quantms/pull/391) Move mzML statistics to parquet files from csv
-- [#386](https://github.com/bigbio/quantms/pull/386) Make optional the validation of ontology terms in the input SDRF file.
+- [#386](https://github.com/bigbio/quantms/pull/386) Make optional the validation of ontology terms in the input SDRF file
 - [#374](https://github.com/bigbio/quantms/pull/374) Create the common msgf+ database in one step before the msgf+ runs on each ms run file.
--
 
 ### `Fixed`
 
+- [#357](https://github.com/bigbio/quantms/pull/357) Chymotrypsin -> Chymotrypsin/P in MSGF+.
+- [#355](https://github.com/bigbio/quantms/pull/355) Fixes bin/diann_convert.py
+- [#316](https://github.com/bigbio/quantms/pull/316) Fixing MSGF+ error.
 - [#396](https://github.com/bigbio/quantms/pull/396) Added verification of tar archive unpacking to prevent silent failures.
+- [#400](https://github.com/bigbio/quantms/pull/400) The random file selection when using `random_preanalysis` with DIANN is now reproducible.
 
 ### `Dependencies`
 
@@ -34,30 +37,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Parameters`
 
-- `validate_ontologies`: enable or disable validating ontologies in the input SDRF file.
-
-## [1.3.0] nfcore/quantms - [08/04/2024] - Santiago de Cuba
-
-### `Added`
-
-- [#335](https://github.com/bigbio/quantms/pull/335) (Performance improvement) Improvements in DIA pipeline to use random/subset files for library search
-- [#351](https://github.com/bigbio/quantms/pull/351) Identification workflow for DDA data
-
-### `Changed`
-
-- [#365](https://github.com/bigbio/quantms/pull/365) Updated sdrf-pipelines==0.0.26
-- [#359](https://github.com/bigbio/quantms/pull/359) Updated pmultiqc==0.0.25
-
-### `Fixed`
-
-- [#357](https://github.com/bigbio/quantms/pull/357) Chymotrypsin -> Chymotrypsin/P in MSGF+
-- [#355](https://github.com/bigbio/quantms/pull/355) Fixes bin/diann_convert.py
-- [#316](https://github.com/bigbio/quantms/pull/316) Fixing MSGF+ error
-
-### `Dependencies`
-
-### `Parameters`
-
 - id_only: Only perform identification, no quantification
 - min_peaks: Minimum number of peaks in a spectrum to be considered for search
 - export_decoy_psm: Export decoy PSMs
@@ -66,6 +45,20 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - empirical_assembly_log: Path to the empirical assembly log file
 - random_preanalysis: Use random/subset files for library search
 - empirical_assembly_ms_n: Number of MS runs to use for empirical assembly
+- validate_ontologies: Enable or disable validating ontologies in the input SDRF file
+- skip_ms_validation: Skip validation of mass spectrometry files
+- skip_factor_validation: Skip validation of factor columns
+- skip_experimental_design_validation: Skip validation of experimental design
+- use_ols_cache_only: Use cached version of the Ontology Lookup Service
+- ms2rescore: Whether performing peptide identification rescoring with LC-MS predictors such as MS²PIP and DeepLC
+- ms2pip_model_dir: The path of ms2pip model files
+- rescore_range: Rescoring for independent run, Sample or whole experiments
+- ms2pip_model: Which deep learning model to generate feature
+- feature_generators: Which feature generator to generate feature
+- calibration_set_size: Percentage of number of calibration set for DeepLC
+- add_snr_feature_percolator: Whether add signal-to-noise ratio features for identification rescoring in percolator
+- diann_version: The version of DIA-NN used
+- random_preanalysis_seed: Set the random seed for the random selection of spectrum files to generate the empirical library
 
 ### `Deprecations`
 
diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index 02a9d96c..61a214dd 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -1,7 +1,7 @@
 report_comment: >
   This report has been generated by the <a href="https://github.com/bigbio/quantms/releases/tag/1.3.0" target="_blank">nf-core/quantms</a>
   analysis pipeline. For information about how to interpret these results, please see the
-  <a href="https://nf-co.re/quantms/dev/docs/output" target="_blank">documentation</a>.
+  <a href="https://docs.quantms.org/en/latest" target="_blank">documentation</a>.
 report_section_order:
   pmultiqc:
     order: 1000
diff --git a/conf/modules.config b/conf/modules.config
index 92d7a72a..13de8299 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -274,7 +274,7 @@ process {
         ]
     }
 
-    // ID ONLY
+    // MS2RESCORE
     withName: 'MS2RESCORE' {
         ext.args   = [
             "--ms2pip_model ${params.ms2pip_model}",
diff --git a/main.nf b/main.nf
index 96d36250..462953d9 100644
--- a/main.nf
+++ b/main.nf
@@ -27,7 +27,13 @@ include { PIPELINE_COMPLETION     } from './subworkflows/local/utils_nfcore_quan
 // WORKFLOW: Run main nf-core/quantms analysis pipeline
 //
 workflow NFCORE_QUANTMS {
+
+    main:
+
     QUANTMS ()
+
+    emit:
+    multiqc_report = QUANTMS.out.multiqc_report // channel: /path/to/multiqc_report.html
 }
 
 /*
@@ -36,14 +42,46 @@ workflow NFCORE_QUANTMS {
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 */
 
+
+
 //
 // WORKFLOW: Execute a single named workflow for the pipeline
 // See: https://github.com/nf-core/rnaseq/issues/619
 //
 workflow {
+
+    main:
+
+    //
+    // SUBWORKFLOW: Run initialisation tasks
+    //
+    PIPELINE_INITIALISATION (
+        params.version,
+        params.help,
+        params.validate_params,
+        params.monochrome_logs,
+        args,
+        params.outdir,
+        params.input
+    )
+
     NFCORE_QUANTMS ()
+
+    //
+    // SUBWORKFLOW: Run completion tasks
+    //
+    PIPELINE_COMPLETION (
+        params.email,
+        params.email_on_fail,
+        params.plaintext_email,
+        params.outdir,
+        params.monochrome_logs,
+        params.hook_url,
+        NFCORE_QUANTMS.out.multiqc_report
+    )
 }
 
+
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
     THE END
diff --git a/modules/local/diannsummary/main.nf b/modules/local/diannsummary/main.nf
index 4a5dfcfd..dc76e817 100644
--- a/modules/local/diannsummary/main.nf
+++ b/modules/local/diannsummary/main.nf
@@ -28,8 +28,8 @@ process DIANNSUMMARY {
     path "diann_report.gg_matrix.tsv", emit: gg_matrix
     path "diann_report.unique_genes_matrix.tsv", emit: unique_gene_matrix
     path "diannsummary.log", emit: log
+    // Different library files format are exported due to different DIA-NN versions
     path "empirical_library.tsv", emit: final_speclib optional true
-    path "empirical_library.tsv.speclib", emit: final_tsv_speclib optional true
     path "empirical_library.tsv.skyline.speclib", emit: skyline_speclib optional true
     path "versions.yml", emit: version
 
diff --git a/modules/local/extract_psm/meta.yml b/modules/local/extract_psm/meta.yml
index a4e6db78..b9e59e94 100644
--- a/modules/local/extract_psm/meta.yml
+++ b/modules/local/extract_psm/meta.yml
@@ -24,7 +24,7 @@ input:
 output:
   - psm_info:
       type: file
-      description: PSM csv file
+      description: PSM parquet file
       pattern: "*_psm.parquet"
   - version:
       type: file
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index bd620408..57d27cd4 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -35,6 +35,8 @@ def multiqc_report = []
 
 workflow QUANTMS {
 
+    main:
+
     // TODO check what the standard is here: ch_versions or ch_software_versions
     ch_versions = Channel.empty()
 
@@ -174,8 +176,10 @@ workflow QUANTMS {
             .combine(ch_msstats_in.ifEmpty([])),
         ch_multiqc_quantms_logo
     )
-    multiqc_report      = SUMMARYPIPELINE.out.ch_pmultiqc_report.toList()
 
+    emit:
+    multiqc_report      = SUMMARYPIPELINE.out.ch_pmultiqc_report.toList()
+    versions            = versions_clean.yaml
 }
 
 /*

From 028875cec6cd8a1102643dea0a10a9f69500e462 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Fri, 23 Aug 2024 23:14:30 +0800
Subject: [PATCH 253/264] clean sample

---
 modules/local/openms/idmerger/main.nf |  16 +--
 subworkflows/local/dda_id.nf          | 135 ++++++++------------------
 subworkflows/local/psmrescoring.nf    | 132 +++++++------------------
 3 files changed, 84 insertions(+), 199 deletions(-)

diff --git a/modules/local/openms/idmerger/main.nf b/modules/local/openms/idmerger/main.nf
index 9fde67e3..ab230575 100644
--- a/modules/local/openms/idmerger/main.nf
+++ b/modules/local/openms/idmerger/main.nf
@@ -9,7 +9,7 @@ process IDMERGER {
         'biocontainers/openms-thirdparty:3.1.0--h9ee0642_1' }"
 
     input:
-    tuple val(meta), path(id_files)
+    tuple val(meta), path(id_files), val(groupkey)
 
     output:
     tuple val(meta), path("*_merged.idXML"), emit: id_merged
@@ -18,23 +18,23 @@ process IDMERGER {
 
     script:
     def args = task.ext.args ?: ''
-    def prefix = task.ext.prefix ?: "${meta.mzml_id}"
+    def prefix = task.ext.prefix ?: "${groupkey}"
 
     if (params.rescore_range == "by_project") {
         if (id_files[0].baseName.contains('sage')){
-            prefix = "${meta.experiment_id}_sage"
+            prefix = "${groupkey}_sage"
         } else if (id_files[0].baseName.contains('comet')){
-            prefix = "${meta.experiment_id}_comet"
+            prefix = "${groupkey}_comet"
         } else {
-            prefix = "${meta.experiment_id}_msgf"
+            prefix = "${groupkey}_msgf"
         }
     } else if (params.rescore_range == "by_sample") {
         if (id_files[0].baseName.contains('sage')){
-            prefix = "${meta.mzml_id}_sage"
+            prefix = "${groupkey}_sage"
         } else if (id_files[0].baseName.contains('comet')){
-            prefix = "${meta.mzml_id}_comet"
+            prefix = "${groupkey}_comet"
         } else {
-            prefix = "${meta.mzml_id}_msgf"
+            prefix = "${groupkey}_msgf"
         }
     }
 
diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index 1b5e4f44..a394f9ae 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -99,22 +99,23 @@ workflow DDA_ID {
                 ch_expdesign_sample.splitCsv(header: true, sep: '\t')
                     .map { get_sample_map(it) }.set{ sample_map_idv }
 
-                sample_map = sample_map_idv.collect().map{ all_sample_map( it ) }
+                ch_id_files_feats.map {[it[0].mzml_id, it[0], it[1]]}.set { ch_id_files_feats}
+                ch_id_files_feats.combine(sample_map_idv, by: 0).map {[it[1], it[2], it[3]]}.set{ch_id_files_feats}
 
-                // Group by search_engines and convert meta
-                ch_id_files_feats.combine( sample_map ).branch{ meta, filename, sample_map  ->
+                // Group by search_engines and sample
+                ch_id_files_feats.branch{ meta, filename, sample  ->
                     sage: filename.name.contains('sage')
-                        return [convert_exp_meta(meta, "sample_id", filename, sample_map), filename]
+                        return [meta, filename, sample]
                     msgf: filename.name.contains('msgf')
-                        return [convert_exp_meta(meta, "sample_id", filename, sample_map), filename]
+                        return [meta, filename, sample]
                     comet: filename.name.contains('comet')
-                        return [convert_exp_meta(meta, "sample_id", filename, sample_map), filename]
+                        return [meta, filename, sample]
                 }.set{ch_id_files_feat_branched}
 
                 // IDMERGER for samples group
-                IDMERGER(ch_id_files_feat_branched.comet.groupTuple(by: 0)
-                    .mix(ch_id_files_feat_branched.msgf.groupTuple(by: 0))
-                    .mix(ch_id_files_feat_branched.sage.groupTuple(by: 0)))
+                IDMERGER(ch_id_files_feat_branched.comet.groupTuple(by: 2)
+                    .mix(ch_id_files_feat_branched.msgf.groupTuple(by: 2))
+                    .mix(ch_id_files_feat_branched.sage.groupTuple(by: 2)))
                 ch_software_versions = ch_software_versions.mix(IDMERGER.out.version)
 
                 PERCOLATOR(IDMERGER.out.id_merged)
@@ -122,26 +123,30 @@ workflow DDA_ID {
 
                 // Currently only ID runs on exactly one mzML file are supported in CONSENSUSID. Split idXML by runs
                 IDRIPPER(PERCOLATOR.out.id_files_perc)
-                IDRIPPER.out.meta.first().combine(IDRIPPER.out.id_rippers.flatten())
-                    .map{ [convert_exp_meta(it[0], "mzml_id", it[1], ""), it[1], "MS:1001491"] }
-                    .set{ ch_consensus_input }
+                IDRIPPER.out.meta.flatten().map{[it.mzml_id, it]}.set{meta}
+                IDRIPPER.out.id_rippers.flatten().map { add_file_prefix (it)}.set{id_rippers}
+                meta.combine(id_rippers, by: 0)
+                        .map{ [it[1], it[2], "MS:1001491"]}
+                        .set{ ch_consensus_input }
                 ch_software_versions = ch_software_versions.mix(IDRIPPER.out.version)
 
             } else if (params.rescore_range == "by_project"){
+                ch_id_files_feats.map {[it[0].experiment_id, it[0], it[1]]}.set { ch_id_files_feats}
+
                 // Split ch_id_files_feats by search_engines
-                ch_id_files_feats.branch{ meta, filename ->
+                ch_id_files_feats.branch{ experiment_id, meta, filename ->
                     sage: filename.name.contains('sage')
-                        return [convert_exp_meta(meta, "experiment_id", filename, ""), filename]
+                        return [meta, filename, experiment_id]
                     msgf: filename.name.contains('msgf')
-                        return [convert_exp_meta(meta, "experiment_id", filename, ""), filename]
+                        return [meta, filename, experiment_id]
                     comet: filename.name.contains('comet')
-                        return [convert_exp_meta(meta, "experiment_id", filename, ""), filename]
+                        return [meta, filename, experiment_id]
                 }.set{ch_id_files_feat_branched}
 
                 // IDMERGER for whole experiments
-                IDMERGER(ch_id_files_feat_branched.comet.groupTuple(by: 0)
-                    .mix(ch_id_files_feat_branched.msgf.groupTuple(by: 0))
-                    .mix(ch_id_files_feat_branched.sage.groupTuple(by: 0)))
+                IDMERGER(ch_id_files_feat_branched.comet.groupTuple(by: 2)
+                    .mix(ch_id_files_feat_branched.msgf.groupTuple(by: 2))
+                    .mix(ch_id_files_feat_branched.sage.groupTuple(by: 2)))
                 ch_software_versions = ch_software_versions.mix(IDMERGER.out.version)
 
                 PERCOLATOR(IDMERGER.out.id_merged)
@@ -149,14 +154,16 @@ workflow DDA_ID {
 
                 // Currently only ID runs on exactly one mzML file are supported in CONSENSUSID. Split idXML by runs
                 IDRIPPER(PERCOLATOR.out.id_files_perc)
-                IDRIPPER.out.meta.first().combine(IDRIPPER.out.id_rippers.flatten())
-                    .map{ [convert_exp_meta(it[0], "mzml_id", it[1], ""), it[1], "MS:1001491"] }
-                    .set{ ch_consensus_input }
+                ch_file_preparation_results.map{[it[0].mzml_id, it[0]]}.set{meta}
+                IDRIPPER.out.id_rippers.flatten().map { add_file_prefix (it)}.set{id_rippers}
+                meta.combine(id_rippers, by: 0)
+                        .map{ [it[1], it[2], "MS:1001491"]}
+                        .set{ ch_consensus_input }
                 ch_software_versions = ch_software_versions.mix(IDRIPPER.out.version)
 
             }
 
-        ch_rescoring_results = ch_consensus_input
+            ch_rescoring_results = ch_consensus_input
 
         } else if (params.posterior_probabilities == 'mokapot') {
             MS2RESCORE(ch_id_files.combine(ch_file_preparation_results, by: 0))
@@ -215,71 +222,17 @@ workflow DDA_ID {
     version                 = ch_software_versions
 }
 
-// Function to group by mzML/sample/experiment
-def convert_exp_meta(Map meta, value, file_name, sample_map) {
-    def exp_meta = [:]
-
-    if (value == "experiment_id") {
-        exp_meta.mzml_id = meta.experiment_id
-    } else if (value == "mzml_id") {
-        position = file(file_name).name.lastIndexOf('_sage_perc.idXML')
+// Function to add file prefix
+def add_file_prefix(file_path) {
+    position = file(file_path).name.lastIndexOf('_sage_perc.idXML')
+    if (position == -1) {
+        position = file(file_path).name.lastIndexOf('_comet_perc.idXML')
         if (position == -1) {
-            position = file(file_name).name.lastIndexOf('_comet_perc.idXML')
-            if (position == -1) {
-                position = file(file_name).name.lastIndexOf('_msgf_perc.idXML')
-            }
-        }
-        exp_meta.mzml_id = file(file_name).name.take(position)
-    } else if (value == "sample_id") {
-        tag = file(file_name).name.lastIndexOf('_perc.idXML')
-        if (tag == -1) {
-            ifms2rescore = file(file_name).name.lastIndexOf('_ms2rescore_')
-            if (ifms2rescore == -1) {
-                position = file(file_name).name.lastIndexOf('_sage.idXML')
-                if (position == -1) {
-                    position = file(file_name).name.lastIndexOf('_comet_feat.idXML')
-                    if (position == -1) {
-                        position = file(file_name).name.lastIndexOf('_msgf_feat.idXML')
-                    }
-                }
-            } else {
-                position = file(file_name).name.lastIndexOf('_sage_ms2rescore.idXML')
-                if (position == -1) {
-                    position = file(file_name).name.lastIndexOf('_comet_ms2rescore_feat.idXML')
-                    if (position == -1) {
-                        position = file(file_name).name.lastIndexOf('_msgf_ms2rescore_feat.idXML')
-                    }
-                }
-            }
-
-        } else {
-            position = file(file_name).name.lastIndexOf('_sage_perc.idXML')
-            if (position == -1) {
-                position = file(file_name).name.lastIndexOf('_comet_perc.idXML')
-                if (position == -1) {
-                    position = file(file_name).name.lastIndexOf('_msgf_perc.idXML')
-                }
-            }
+            position = file(file_path).name.lastIndexOf('_msgf_perc.idXML')
         }
-
-        file_name = file(file_name).name.take(position)
-        exp_meta.mzml_id = sample_map[file_name]
     }
-
-
-    exp_meta.experiment_id              = meta.experiment_id
-    exp_meta.labelling_type             = meta.labelling_type
-    exp_meta.dissociationmethod         = meta.dissociationmethod
-    exp_meta.fixedmodifications         = meta.fixedmodifications
-    exp_meta.variablemodifications      = meta.variablemodifications
-    exp_meta.precursormasstolerance     = meta.precursormasstolerance
-    exp_meta.precursormasstoleranceunit = meta.precursormasstoleranceunit
-    exp_meta.fragmentmasstolerance      = meta.fragmentmasstolerance
-    exp_meta.fragmentmasstoleranceunit  = meta.fragmentmasstoleranceunit
-    exp_meta.enzyme                     = meta.enzyme
-    exp_meta.acquisition_method         = meta.acquisition_method
-
-    return exp_meta
+    file_name = file(file_name).name.take(position)
+    return [file_name, file_path]
 }
 
 // Function to get sample map
@@ -289,17 +242,7 @@ def get_sample_map(LinkedHashMap row) {
     filestr               = row.Spectra_Filepath
     file_name             = file(filestr).name.take(file(filestr).name.lastIndexOf('.'))
     sample                = row.Sample
-    sample_map[file_name] = sample
 
-    return sample_map
-
-}
-
-def all_sample_map(sample_list) {
-    res = [:]
-    sample_list.each {
-        res = res + it
-    }
+    return [sample, file_name]
 
-    return res
 }
diff --git a/subworkflows/local/psmrescoring.nf b/subworkflows/local/psmrescoring.nf
index efca04f6..7b4f4afc 100644
--- a/subworkflows/local/psmrescoring.nf
+++ b/subworkflows/local/psmrescoring.nf
@@ -72,22 +72,23 @@ workflow PSMRESCORING {
             ch_expdesign_sample.splitCsv(header: true, sep: '\t')
                 .map { get_sample_map(it) }.set{ sample_map_idv }
 
-            sample_map = sample_map_idv.collect().map{ all_sample_map( it ) }
+            ch_id_files_feats.map {[it[0].mzml_id, it[0], it[1]]}.set { ch_id_files_feats}
+            ch_id_files_feats.combine(sample_map_idv, by: 0).map {[it[1], it[2], it[3]]}.set{ch_id_files_feats}
 
             // Group by search_engines and convert meta
-            ch_id_files_feats.combine( sample_map ).branch{ meta, filename, sample_map  ->
+            ch_id_files_feats.branch{ meta, filename, sample  ->
                 sage: filename.name.contains('sage')
-                    return [convert_exp_meta(meta, "sample_id", filename, sample_map), filename]
+                    return [meta, filename, sample]
                 msgf: filename.name.contains('msgf')
-                    return [convert_exp_meta(meta, "sample_id", filename, sample_map), filename]
+                    return [meta, filename, sample]
                 comet: filename.name.contains('comet')
-                    return [convert_exp_meta(meta, "sample_id", filename, sample_map), filename]
+                    return [meta, filename, sample]
             }.set{ch_id_files_feat_branched}
 
             // IDMERGER for samples group
-            IDMERGER(ch_id_files_feat_branched.comet.groupTuple(by: 0)
-                .mix(ch_id_files_feat_branched.msgf.groupTuple(by: 0))
-                .mix(ch_id_files_feat_branched.sage.groupTuple(by: 0)))
+            IDMERGER(ch_id_files_feat_branched.comet.groupTuple(by: 2)
+                .mix(ch_id_files_feat_branched.msgf.groupTuple(by: 2))
+                .mix(ch_id_files_feat_branched.sage.groupTuple(by: 2)))
             ch_software_versions = ch_software_versions.mix(IDMERGER.out.version)
 
             PERCOLATOR(IDMERGER.out.id_merged)
@@ -95,26 +96,30 @@ workflow PSMRESCORING {
 
             // Currently only ID runs on exactly one mzML file are supported in CONSENSUSID. Split idXML by runs
             IDRIPPER(PERCOLATOR.out.id_files_perc)
-            IDRIPPER.out.meta.first().combine(IDRIPPER.out.id_rippers.flatten())
-                .map{ [convert_exp_meta(it[0], "mzml_id", it[1], ""), it[1], "MS:1001491"] }
-                .set{ ch_consensus_input }
+            IDRIPPER.out.meta.flatten().map{[it.mzml_id, it]}.set{meta}
+            IDRIPPER.out.id_rippers.flatten().map { add_file_prefix (it)}.set{id_rippers}
+            meta.combine(id_rippers, by: 0)
+                    .map{ [it[1], it[2], "MS:1001491"]}
+                    .set{ ch_consensus_input }
             ch_software_versions = ch_software_versions.mix(IDRIPPER.out.version)
 
         } else if (params.rescore_range == "by_project"){
+            ch_id_files_feats.map {[it[0].experiment_id, it[0], it[1]]}.set { ch_id_files_feats}
+
             // Split ch_id_files_feats by search_engines
-            ch_id_files_feats.branch{ meta, filename ->
+            ch_id_files_feats.branch{ experiment_id, meta, filename ->
                 sage: filename.name.contains('sage')
-                    return [convert_exp_meta(meta, "experiment_id", filename, ""), filename]
+                    return [meta, filename, experiment_id]
                 msgf: filename.name.contains('msgf')
-                    return [convert_exp_meta(meta, "experiment_id", filename, ""), filename]
+                    return [meta, filename, experiment_id]
                 comet: filename.name.contains('comet')
-                    return [convert_exp_meta(meta, "experiment_id", filename, ""), filename]
+                    return [meta, filename, experiment_id]
             }.set{ch_id_files_feat_branched}
 
             // IDMERGER for whole experiments
-            IDMERGER(ch_id_files_feat_branched.comet.groupTuple(by: 0)
-                .mix(ch_id_files_feat_branched.msgf.groupTuple(by: 0))
-                .mix(ch_id_files_feat_branched.sage.groupTuple(by: 0)))
+            IDMERGER(ch_id_files_feat_branched.comet.groupTuple(by: 2)
+                .mix(ch_id_files_feat_branched.msgf.groupTuple(by: 2))
+                .mix(ch_id_files_feat_branched.sage.groupTuple(by: 2)))
             ch_software_versions = ch_software_versions.mix(IDMERGER.out.version)
 
             PERCOLATOR(IDMERGER.out.id_merged)
@@ -122,14 +127,14 @@ workflow PSMRESCORING {
 
             // Currently only ID runs on exactly one mzML file are supported in CONSENSUSID. Split idXML by runs
             IDRIPPER(PERCOLATOR.out.id_files_perc)
-            IDRIPPER.out.meta.first().combine(IDRIPPER.out.id_rippers.flatten())
-                .map{ [convert_exp_meta(it[0], "mzml_id", it[1], ""), it[1], "MS:1001491"] }
-                .set{ ch_consensus_input }
+            ch_file_preparation_results.map{[it[0].mzml_id, it[0]]}.set{meta}
+            IDRIPPER.out.id_rippers.flatten().map { add_file_prefix (it)}.set{id_rippers}
+            meta.combine(id_rippers, by: 0)
+                    .map{ [it[1], it[2], "MS:1001491"]}
+                    .set{ ch_consensus_input }
             ch_software_versions = ch_software_versions.mix(IDRIPPER.out.version)
-
         }
-
-    ch_rescoring_results = ch_consensus_input
+        ch_rescoring_results = ch_consensus_input
 
     } else if (params.posterior_probabilities == 'mokapot') {
         MS2RESCORE(ch_id_files.combine(ch_file_preparation_results, by: 0))
@@ -159,71 +164,16 @@ workflow PSMRESCORING {
 }
 
 
-// Function to group by mzML/sample/experiment
-def convert_exp_meta(Map meta, value, file_name, sample_map) {
-    def exp_meta = [:]
-
-    if (value == "experiment_id") {
-        exp_meta.mzml_id = meta.experiment_id
-    } else if (value == "mzml_id") {
-        position = file(file_name).name.lastIndexOf('_sage_perc.idXML')
+def add_file_prefix(file_path) {
+    position = file(file_path).name.lastIndexOf('_sage_perc.idXML')
+    if (position == -1) {
+        position = file(file_path).name.lastIndexOf('_comet_perc.idXML')
         if (position == -1) {
-            position = file(file_name).name.lastIndexOf('_comet_perc.idXML')
-            if (position == -1) {
-                position = file(file_name).name.lastIndexOf('_msgf_perc.idXML')
-            }
-        }
-        exp_meta.mzml_id = file(file_name).name.take(position)
-    } else if (value == "sample_id") {
-        tag = file(file_name).name.lastIndexOf('_perc.idXML')
-        if (tag == -1) {
-            ifms2rescore = file(file_name).name.lastIndexOf('_ms2rescore_')
-            if (ifms2rescore == -1) {
-                position = file(file_name).name.lastIndexOf('_sage.idXML')
-                if (position == -1) {
-                    position = file(file_name).name.lastIndexOf('_comet_feat.idXML')
-                    if (position == -1) {
-                        position = file(file_name).name.lastIndexOf('_msgf_feat.idXML')
-                    }
-                }
-            } else {
-                position = file(file_name).name.lastIndexOf('_sage_ms2rescore.idXML')
-                if (position == -1) {
-                    position = file(file_name).name.lastIndexOf('_comet_ms2rescore_feat.idXML')
-                    if (position == -1) {
-                        position = file(file_name).name.lastIndexOf('_msgf_ms2rescore_feat.idXML')
-                    }
-                }
-            }
-
-        } else {
-            position = file(file_name).name.lastIndexOf('_sage_perc.idXML')
-            if (position == -1) {
-                position = file(file_name).name.lastIndexOf('_comet_perc.idXML')
-                if (position == -1) {
-                    position = file(file_name).name.lastIndexOf('_msgf_perc.idXML')
-                }
-            }
+            position = file(file_path).name.lastIndexOf('_msgf_perc.idXML')
         }
-
-        file_name = file(file_name).name.take(position)
-        exp_meta.mzml_id = sample_map[file_name]
     }
-
-
-    exp_meta.experiment_id              = meta.experiment_id
-    exp_meta.labelling_type             = meta.labelling_type
-    exp_meta.dissociationmethod         = meta.dissociationmethod
-    exp_meta.fixedmodifications         = meta.fixedmodifications
-    exp_meta.variablemodifications      = meta.variablemodifications
-    exp_meta.precursormasstolerance     = meta.precursormasstolerance
-    exp_meta.precursormasstoleranceunit = meta.precursormasstoleranceunit
-    exp_meta.fragmentmasstolerance      = meta.fragmentmasstolerance
-    exp_meta.fragmentmasstoleranceunit  = meta.fragmentmasstoleranceunit
-    exp_meta.enzyme                     = meta.enzyme
-    exp_meta.acquisition_method         = meta.acquisition_method
-
-    return exp_meta
+    file_name = file(file_name).name.take(position)
+    return [file_name, file_path]
 }
 
 // Function to get sample map
@@ -233,17 +183,9 @@ def get_sample_map(LinkedHashMap row) {
     filestr               = row.Spectra_Filepath
     file_name             = file(filestr).name.take(file(filestr).name.lastIndexOf('.'))
     sample                = row.Sample
-    sample_map[file_name] = sample
 
-    return sample_map
+    return [sample, file_name]
 
 }
 
-def all_sample_map(sample_list) {
-    res = [:]
-    sample_list.each {
-        res = res + it
-    }
 
-    return res
-}

From 165f218500803d50ee41c31bee7d4d581905a65e Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 24 Aug 2024 13:02:07 +0800
Subject: [PATCH 254/264] fixed

---
 assets/schema_input.json           | 22 ++++++----------------
 main.nf                            | 13 -------------
 subworkflows/local/dda_id.nf       | 14 ++++++++------
 subworkflows/local/psmrescoring.nf |  4 ++--
 workflows/quantms.nf               |  2 --
 5 files changed, 16 insertions(+), 39 deletions(-)

diff --git a/assets/schema_input.json b/assets/schema_input.json
index 0493921c..83c023e5 100644
--- a/assets/schema_input.json
+++ b/assets/schema_input.json
@@ -7,27 +7,17 @@
     "items": {
         "type": "object",
         "properties": {
-            "sample": {
+            "source name": {
                 "type": "string",
                 "pattern": "^\\S+$",
-                "errorMessage": "Sample name must be provided and cannot contain spaces",
-                "meta": ["id"]
+                "errorMessage": "Sample name must be provided and cannot contain spaces"
             },
-            "fastq_1": {
+            "comment[data file]": {
                 "type": "string",
                 "format": "file-path",
-                "exists": true,
-                "pattern": "^\\S+\\.f(ast)?q\\.gz$",
-                "errorMessage": "FastQ file for reads 1 must be provided, cannot contain spaces and must have extension '.fq.gz' or '.fastq.gz'"
-            },
-            "fastq_2": {
-                "type": "string",
-                "format": "file-path",
-                "exists": true,
-                "pattern": "^\\S+\\.f(ast)?q\\.gz$",
-                "errorMessage": "FastQ file for reads 2 cannot contain spaces and must have extension '.fq.gz' or '.fastq.gz'"
+                "errorMessage": "Spectrum files must be provided",
+                "meta": ["id"]
             }
-        },
-        "required": ["sample", "fastq_1"]
+        }
     }
 }
diff --git a/main.nf b/main.nf
index 462953d9..340aad40 100644
--- a/main.nf
+++ b/main.nf
@@ -52,19 +52,6 @@ workflow {
 
     main:
 
-    //
-    // SUBWORKFLOW: Run initialisation tasks
-    //
-    PIPELINE_INITIALISATION (
-        params.version,
-        params.help,
-        params.validate_params,
-        params.monochrome_logs,
-        args,
-        params.outdir,
-        params.input
-    )
-
     NFCORE_QUANTMS ()
 
     //
diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index a394f9ae..fc335745 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -99,11 +99,13 @@ workflow DDA_ID {
                 ch_expdesign_sample.splitCsv(header: true, sep: '\t')
                     .map { get_sample_map(it) }.set{ sample_map_idv }
 
-                ch_id_files_feats.map {[it[0].mzml_id, it[0], it[1]]}.set { ch_id_files_feats}
-                ch_id_files_feats.combine(sample_map_idv, by: 0).map {[it[1], it[2], it[3]]}.set{ch_id_files_feats}
+                ch_id_files_feats.map {[it[0].mzml_id, it[0], it[1]]}
+                                 .combine(sample_map_idv, by: 0)
+                                 .map {[it[1], it[2], it[3]]}
+                                 .set{ch_id_files_feats_sample}
 
                 // Group by search_engines and sample
-                ch_id_files_feats.branch{ meta, filename, sample  ->
+                ch_id_files_feats_sample.branch{ meta, filename, sample  ->
                     sage: filename.name.contains('sage')
                         return [meta, filename, sample]
                     msgf: filename.name.contains('msgf')
@@ -123,7 +125,7 @@ workflow DDA_ID {
 
                 // Currently only ID runs on exactly one mzML file are supported in CONSENSUSID. Split idXML by runs
                 IDRIPPER(PERCOLATOR.out.id_files_perc)
-                IDRIPPER.out.meta.flatten().map{[it.mzml_id, it]}.set{meta}
+                ch_file_preparation_results.map{[it[0].mzml_id, it[0]]}.set{meta}
                 IDRIPPER.out.id_rippers.flatten().map { add_file_prefix (it)}.set{id_rippers}
                 meta.combine(id_rippers, by: 0)
                         .map{ [it[1], it[2], "MS:1001491"]}
@@ -231,7 +233,7 @@ def add_file_prefix(file_path) {
             position = file(file_path).name.lastIndexOf('_msgf_perc.idXML')
         }
     }
-    file_name = file(file_name).name.take(position)
+    file_name = file(file_path).name.take(position)
     return [file_name, file_path]
 }
 
@@ -243,6 +245,6 @@ def get_sample_map(LinkedHashMap row) {
     file_name             = file(filestr).name.take(file(filestr).name.lastIndexOf('.'))
     sample                = row.Sample
 
-    return [sample, file_name]
+    return [file_name, sample]
 
 }
diff --git a/subworkflows/local/psmrescoring.nf b/subworkflows/local/psmrescoring.nf
index 7b4f4afc..c6fce855 100644
--- a/subworkflows/local/psmrescoring.nf
+++ b/subworkflows/local/psmrescoring.nf
@@ -96,7 +96,7 @@ workflow PSMRESCORING {
 
             // Currently only ID runs on exactly one mzML file are supported in CONSENSUSID. Split idXML by runs
             IDRIPPER(PERCOLATOR.out.id_files_perc)
-            IDRIPPER.out.meta.flatten().map{[it.mzml_id, it]}.set{meta}
+            ch_file_preparation_results.map{[it[0].mzml_id, it[0]]}.set{meta}
             IDRIPPER.out.id_rippers.flatten().map { add_file_prefix (it)}.set{id_rippers}
             meta.combine(id_rippers, by: 0)
                     .map{ [it[1], it[2], "MS:1001491"]}
@@ -184,7 +184,7 @@ def get_sample_map(LinkedHashMap row) {
     file_name             = file(filestr).name.take(file(filestr).name.lastIndexOf('.'))
     sample                = row.Sample
 
-    return [sample, file_name]
+    return [file_name, sample]
 
 }
 
diff --git a/workflows/quantms.nf b/workflows/quantms.nf
index 57d27cd4..8ddb787e 100644
--- a/workflows/quantms.nf
+++ b/workflows/quantms.nf
@@ -30,8 +30,6 @@ include { DDA_ID } from '../subworkflows/local/dda_id'
 ========================================================================================
 */
 
-// Info required for completion email and summary
-def multiqc_report = []
 
 workflow QUANTMS {
 

From 02b4fc672c92c5b1a82de64a77ef221b44d889e9 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Sat, 24 Aug 2024 13:12:42 +0800
Subject: [PATCH 255/264] Update dda_id.nf

---
 subworkflows/local/dda_id.nf | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/subworkflows/local/dda_id.nf b/subworkflows/local/dda_id.nf
index fc335745..397a56a6 100644
--- a/subworkflows/local/dda_id.nf
+++ b/subworkflows/local/dda_id.nf
@@ -100,9 +100,9 @@ workflow DDA_ID {
                     .map { get_sample_map(it) }.set{ sample_map_idv }
 
                 ch_id_files_feats.map {[it[0].mzml_id, it[0], it[1]]}
-                                 .combine(sample_map_idv, by: 0)
-                                 .map {[it[1], it[2], it[3]]}
-                                 .set{ch_id_files_feats_sample}
+                    .combine(sample_map_idv, by: 0)
+                    .map {[it[1], it[2], it[3]]}
+                    .set{ch_id_files_feats_sample}
 
                 // Group by search_engines and sample
                 ch_id_files_feats_sample.branch{ meta, filename, sample  ->

From 1048b019fc4fbef10cbec7082d0f059f93907987 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 26 Aug 2024 14:47:55 +0800
Subject: [PATCH 256/264] quantmsutils -> 0.0.10

---
 modules/local/add_sage_feat/main.nf     | 6 +++---
 modules/local/diannconvert/main.nf      | 6 +++---
 modules/local/extract_psm/main.nf       | 6 +++---
 modules/local/extract_sample/main.nf    | 8 ++++----
 modules/local/ms2rescore/main.nf        | 6 +++---
 modules/local/mzmlstatistics/main.nf    | 6 +++---
 modules/local/preprocess_expdesign.nf   | 6 +++---
 modules/local/samplesheet_check.nf      | 6 +++---
 modules/local/sdrfparsing/main.nf       | 6 +++---
 modules/local/spectrum2features/main.nf | 6 +++---
 10 files changed, 31 insertions(+), 31 deletions(-)

diff --git a/modules/local/add_sage_feat/main.nf b/modules/local/add_sage_feat/main.nf
index fbf24692..5568882c 100644
--- a/modules/local/add_sage_feat/main.nf
+++ b/modules/local/add_sage_feat/main.nf
@@ -2,10 +2,10 @@ process SAGEFEATURE {
     tag "$meta.mzml_id"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.9"
+    conda "bioconda::quantms-utils=0.0.10"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.10--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.10--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(id_file), path(extra_feat)
diff --git a/modules/local/diannconvert/main.nf b/modules/local/diannconvert/main.nf
index 351a70d3..24d9b51b 100644
--- a/modules/local/diannconvert/main.nf
+++ b/modules/local/diannconvert/main.nf
@@ -2,10 +2,10 @@ process DIANNCONVERT {
     tag "$meta.experiment_id"
     label 'process_medium'
 
-    conda "bioconda::quantms-utils=0.0.9"
+    conda "bioconda::quantms-utils=0.0.10"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.10--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.10--pyhdfd78af_0' }"
 
     input:
     path(report)
diff --git a/modules/local/extract_psm/main.nf b/modules/local/extract_psm/main.nf
index c3536736..ff00a048 100644
--- a/modules/local/extract_psm/main.nf
+++ b/modules/local/extract_psm/main.nf
@@ -2,10 +2,10 @@ process PSMCONVERSION {
     tag "$meta.mzml_id"
     label 'process_medium'
 
-    conda "bioconda::quantms-utils=0.0.9"
+    conda "bioconda::quantms-utils=0.0.10"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.10--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.10--pyhdfd78af_0' }"
 
 
     input:
diff --git a/modules/local/extract_sample/main.nf b/modules/local/extract_sample/main.nf
index a1b243ce..8981e4db 100644
--- a/modules/local/extract_sample/main.nf
+++ b/modules/local/extract_sample/main.nf
@@ -2,10 +2,10 @@ process GETSAMPLE {
     tag "$design.Name"
     label 'process_low'
 
-    conda "bioconda::sdrf-pipelines=0.0.29"
+    conda "bioconda::quantms-utils=0.0.10"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/sdrf-pipelines:0.0.29--pyhdfd78af_0' :
-        'biocontainers/sdrf-pipelines:0.0.29--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.10--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.10--pyhdfd78af_0' }"
 
 
     input:
@@ -20,7 +20,7 @@ process GETSAMPLE {
 
     script:
     """
-    extract_sample.py "${design}" 2>&1 | tee extract_sample.log
+    quantmsutilsc openms2sample --expdesign "${design}" 2>&1 | tee extract_sample.log
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/modules/local/ms2rescore/main.nf b/modules/local/ms2rescore/main.nf
index 9306ad46..c394f9d1 100644
--- a/modules/local/ms2rescore/main.nf
+++ b/modules/local/ms2rescore/main.nf
@@ -2,10 +2,10 @@ process MS2RESCORE {
     tag "$meta.mzml_id"
     label 'process_high'
 
-    conda "bioconda::quantms-utils=0.0.9"
+    conda "bioconda::quantms-utils=0.0.10"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.10--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.10--pyhdfd78af_0' }"
 
     // userEmulation settings when docker is specified
     containerOptions = (workflow.containerEngine == 'docker') ? '-u $(id -u) -e "HOME=${HOME}" -v /etc/passwd:/etc/passwd:ro -v /etc/shadow:/etc/shadow:ro -v /etc/group:/etc/group:ro -v $HOME:$HOME' : ''
diff --git a/modules/local/mzmlstatistics/main.nf b/modules/local/mzmlstatistics/main.nf
index 2547c12d..c08eec61 100644
--- a/modules/local/mzmlstatistics/main.nf
+++ b/modules/local/mzmlstatistics/main.nf
@@ -3,10 +3,10 @@ process MZMLSTATISTICS {
     label 'process_medium'
     label 'process_single'
 
-    conda "bioconda::quantms-utils=0.0.9"
+    conda "bioconda::quantms-utils=0.0.10"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.10--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.10--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(ms_file)
diff --git a/modules/local/preprocess_expdesign.nf b/modules/local/preprocess_expdesign.nf
index c1fbae43..8424d8e8 100644
--- a/modules/local/preprocess_expdesign.nf
+++ b/modules/local/preprocess_expdesign.nf
@@ -6,10 +6,10 @@ process PREPROCESS_EXPDESIGN {
     tag "$design.Name"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.9"
+    conda "bioconda::quantms-utils=0.0.10"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.10--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.10--pyhdfd78af_0' }"
 
     input:
     path design
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index 597a4a08..209750c7 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -3,10 +3,10 @@ process SAMPLESHEET_CHECK {
     tag "$input_file"
     label 'process_single'
 
-    conda "bioconda::quantms-utils=0.0.9"
+    conda "bioconda::quantms-utils=0.0.10"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.10--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.10--pyhdfd78af_0' }"
 
     input:
     path input_file
diff --git a/modules/local/sdrfparsing/main.nf b/modules/local/sdrfparsing/main.nf
index d6dced8b..4d530eb0 100644
--- a/modules/local/sdrfparsing/main.nf
+++ b/modules/local/sdrfparsing/main.nf
@@ -2,10 +2,10 @@ process SDRFPARSING {
     tag "$sdrf.Name"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.9"
+    conda "bioconda::quantms-utils=0.0.10"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.10--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.10--pyhdfd78af_0' }"
 
     input:
     path sdrf
diff --git a/modules/local/spectrum2features/main.nf b/modules/local/spectrum2features/main.nf
index fed9f218..50c94448 100644
--- a/modules/local/spectrum2features/main.nf
+++ b/modules/local/spectrum2features/main.nf
@@ -2,10 +2,10 @@ process SPECTRUM2FEATURES {
     tag "$meta.mzml_id"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.9"
+    conda "bioconda::quantms-utils=0.0.10"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.10--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.10--pyhdfd78af_0' }"
 
     input:
     tuple val(meta), path(id_file), path(ms_file)

From 368c07ee2ece8538835b6210746a26cafd6c2c58 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 26 Aug 2024 16:05:38 +0800
Subject: [PATCH 257/264] Update .nf-core.yml

---
 .nf-core.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.nf-core.yml b/.nf-core.yml
index 8b4ede05..7a66262a 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -7,3 +7,4 @@ lint:
     - conf/test.config
   files_unchanged:
     - .github/PULL_REQUEST_TEMPLATE.md
+    - assets/multiqc_config.yml

From fa936bf846e8415f335a3de5fdc9cdc347011f30 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Mon, 26 Aug 2024 16:09:49 +0800
Subject: [PATCH 258/264] Update .nf-core.yml

---
 .nf-core.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.nf-core.yml b/.nf-core.yml
index 7a66262a..02959966 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -7,4 +7,4 @@ lint:
     - conf/test.config
   files_unchanged:
     - .github/PULL_REQUEST_TEMPLATE.md
-    - assets/multiqc_config.yml
+  multiqc_config: False

From 74d081fa1599ed0542d7aa89d38ef1f791b02461 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Wed, 28 Aug 2024 10:25:31 +0800
Subject: [PATCH 259/264] minor updating doc

---
 .github/CONTRIBUTING.md                  | 10 +++++-----
 CHANGELOG.md                             | 11 ++++++++---
 modules/local/generate_diann_cfg/main.nf |  6 +++---
 3 files changed, 16 insertions(+), 11 deletions(-)

diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md
index de8d5a87..ac3a58e8 100644
--- a/.github/CONTRIBUTING.md
+++ b/.github/CONTRIBUTING.md
@@ -10,14 +10,14 @@ However, don't be put off by this template - other more general issues and sugge
 Contributions to the code are even more welcome ;)
 
 > [!NOTE]
-> If you need help using or modifying nf-core/quantms then the best place to ask is on the nf-core Slack [#quantms](https://nfcore.slack.com/channels/quantms) channel ([join our Slack here](https://nf-co.re/join/slack)).
+> If you need help using or modifying nf-core/quantms or bigbio/quantms then the best place to ask is on the nf-core Slack [#quantms](https://nfcore.slack.com/channels/quantms) channel ([join our Slack here](https://nf-co.re/join/slack)).
 
 ## Contribution workflow
 
-If you'd like to write some code for nf-core/quantms, the standard workflow is as follows:
+If you'd like to write some code for nf-core/quantms and bigbio/quantms, the standard workflow is as follows:
 
-1. Check that there isn't already an issue about your idea in the [nf-core/quantms issues](https://github.com/nf-core/quantms/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 [nf-core/quantms repository](https://github.com/nf-core/quantms) to your GitHub account
+1. Check that there isn't already an issue about your idea in the [nf-core/quantms issues](https://github.com/nf-core/quantms/issues) and [bigbio/quantms_issues](https://github.com/bigbio/quantms/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 [bigbio/quantms repository](https://github.com/bigbio/quantms) 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).
 5. Submit a Pull Request against the `dev` branch and wait for the code to be reviewed and merged
@@ -61,7 +61,7 @@ These tests are run both with the latest available version of `Nextflow` and als
 
 ## Getting help
 
-For further information/help, please consult the [nf-core/quantms documentation](https://nf-co.re/quantms/usage) and don't hesitate to get in touch on the nf-core Slack [#quantms](https://nfcore.slack.com/channels/quantms) channel ([join our Slack here](https://nf-co.re/join/slack)).
+For further information/help, please consult the [bigbio/quantms documentation](https://docs.quantms.org/en/latest/usage.html) and don't hesitate to get in touch on the nf-core Slack [#quantms](https://nfcore.slack.com/channels/quantms) channel ([join our Slack here](https://nf-co.re/join/slack)).
 
 ## Pipeline contribution conventions
 
diff --git a/CHANGELOG.md b/CHANGELOG.md
index b09a22b0..ece007a6 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,14 +9,19 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#335](https://github.com/bigbio/quantms/pull/335) (Performance improvement) Improvements in DIA pipeline to use random/subset files for library search
 - [#351](https://github.com/bigbio/quantms/pull/351) Identification workflow for DDA data
+- [#362](https://github.com/bigbio/quantms/pull/362) Introduction to ms2rescore to identification workflow
+- [#374](https://github.com/bigbio/quantms/pull/374) Add msgf+ database indexing step
+- [#378](https://github.com/bigbio/quantms/pull/378) Introduction to ms2rescore to quant workflow
 - [#386](https://github.com/bigbio/quantms/pull/386) Make validation of ontology terms optional
 - [#398](https://github.com/bigbio/quantms/pull/398) Python scripts moved to quantms-utils package
 - [#389](https://github.com/bigbio/quantms/pull/389) Introduction to DIANN 1.9.1 to the pipeline, only available in Singularity.
+- [#396](https://github.com/bigbio/quantms/pull/396) Adds verification step to unpacking tar archives in the DECOMPRESS process
 - [#397](https://github.com/bigbio/quantms/pull/397) More options included in SDRF validation.
+- [#404](https://github.com/bigbio/quantms/pull/404) Add spectrum SNR features to rescore
 
 ### `Changed`
 
-- [#365](https://github.com/bigbio/quantms/pull/365) Updated sdrf-pipelines==0.0.26
+- [#365](https://github.com/bigbio/quantms/pull/365) Updated sdrf-pipelines==0.0.29
 - [#359](https://github.com/bigbio/quantms/pull/359) Updated pmultiqc==0.0.25
 - [#391](https://github.com/bigbio/quantms/pull/391) Move mzML statistics to parquet files from csv
 - [#386](https://github.com/bigbio/quantms/pull/386) Make optional the validation of ontology terms in the input SDRF file
@@ -32,7 +37,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Dependencies`
 
-- quantms-utils==0.0.9
+- quantms-utils==0.0.10
 - diann==1.9.1
 
 ### `Parameters`
@@ -40,7 +45,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - id_only: Only perform identification, no quantification
 - min_peaks: Minimum number of peaks in a spectrum to be considered for search
 - export_decoy_psm: Export decoy PSMs
-- skip_rescoring: Skip rescoring
+- skip_rescoring: Skip rescoring steps
 - skip_preliminary_analysis: Skip preliminary analysis in DIA-NN
 - empirical_assembly_log: Path to the empirical assembly log file
 - random_preanalysis: Use random/subset files for library search
diff --git a/modules/local/generate_diann_cfg/main.nf b/modules/local/generate_diann_cfg/main.nf
index a5e40ffb..031cf3c5 100644
--- a/modules/local/generate_diann_cfg/main.nf
+++ b/modules/local/generate_diann_cfg/main.nf
@@ -2,10 +2,10 @@ process GENERATE_DIANN_CFG {
     tag "$meta.experiment_id"
     label 'process_low'
 
-    conda "bioconda::quantms-utils=0.0.9"
+    conda "bioconda::quantms-utils=0.0.10"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.9--pyhdfd78af_0' :
-        'biocontainers/quantms-utils:0.0.9--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/quantms-utils:0.0.10--pyhdfd78af_0' :
+        'biocontainers/quantms-utils:0.0.10--pyhdfd78af_0' }"
 
     input:
     val(meta)

From f48ddb528d44491f8a4605812c791b6e64ed389f Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Wed, 28 Aug 2024 11:16:25 +0800
Subject: [PATCH 260/264] Update .nf-core.yml

---
 .nf-core.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.nf-core.yml b/.nf-core.yml
index 02959966..8f010dce 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -7,4 +7,5 @@ lint:
     - conf/test.config
   files_unchanged:
     - .github/PULL_REQUEST_TEMPLATE.md
+    - .github/CONTRIBUTING.md
   multiqc_config: False

From 7ea1fef1a32ab1fb5ff72ba0077127da3218519c Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Wed, 28 Aug 2024 14:03:11 +0800
Subject: [PATCH 261/264] fixed docs

---
 docs/README.md |  2 +-
 docs/output.md | 26 ++++++++++++++------------
 2 files changed, 15 insertions(+), 13 deletions(-)

diff --git a/docs/README.md b/docs/README.md
index d7a6ae3e..c73cf412 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -7,4 +7,4 @@ The nf-core/quantms documentation is split into the following pages:
 - [Output](output.md)
   - An overview of the different results produced by the pipeline and how to interpret them.
 
-You can find a lot more documentation about installing, configuring and running nf-core pipelines on the website: [https://nf-co.re](https://nf-co.re)
+You can find a lot more documentation about installing, configuring and running nf-core pipelines on the website: [https://nf-co.re](https://nf-co.re) and [bigbio/quantms documentation](https://docs.quantms.org/en/latest/usage.html)
diff --git a/docs/output.md b/docs/output.md
index c57d629f..5a47419d 100644
--- a/docs/output.md
+++ b/docs/output.md
@@ -15,17 +15,18 @@ The pipeline is built using [Nextflow](https://www.nextflow.io/) and processes d
 3. Database search with either MSGF+ and/or Comet through OpenMS adapters
 4. Re-mapping potentially identified peptides to the input database for consistency and error-checking (using OpenMS' PeptideIndexer)
 5. (optional) Performs LC-MS predictors such as MS²PIP and DeepLC to add new PSM features by MS2Rescore
-6. (optional) Merge different MS runs by samples or whole projects
-7. PSM rescoring using PSMFeatureExtractor and Percolator or a PeptideProphet-like distribution fitting approach in OpenMS
-8. If multiple search engines were chosen, the results are combined with OpenMS' ConsensusID
-9. If multiple search engines were chosen, a combined FDR is calculated
-10. Single run PSM/Peptide-level FDR filtering
-11. If localization of modifications was requested, Luciphor2 is applied via the OpenMS adapter
-12. (**DDA-LFQ**) Protein inference and label-free quantification based on spectral counting or MS1 feature detection, alignment and integration with OpenMS' ProteomicsLFQ. Performs an additional experiment-wide FDR filter on protein (and if requested peptide/PSM-level).
-13. (**DDA-ISO**) Extracts and normalizes isobaric labeling
-14. (**DDA-ISO**) Protein inference using the OpenMS ProteinInference tool. In addition, protein FDR filtering is performed in this step for Isobaric datasets (TMT, iTRAQ).
-15. (**DDA-ISO**) Protein Quantification
-16. Generation of QC reports using pMultiQC a library for QC proteomics data analysis.
+6. (optional) Add spectrum SNR features for Percolator rescore
+7. (optional) Merge different MS runs by samples or whole projects
+8. PSM rescoring using PSMFeatureExtractor and Percolator or a PeptideProphet-like distribution fitting approach in OpenMS
+9. If multiple search engines were chosen, the results are combined with OpenMS' ConsensusID
+10. If multiple search engines were chosen, a combined FDR is calculated
+11. Single run PSM/Peptide-level FDR filtering
+12. If localization of modifications was requested, Luciphor2 is applied via the OpenMS adapter
+13. (**DDA-LFQ**) Protein inference and label-free quantification based on spectral counting or MS1 feature detection, alignment and integration with OpenMS' ProteomicsLFQ. Performs an additional experiment-wide FDR filter on protein (and if requested peptide/PSM-level).
+14. (**DDA-ISO**) Extracts and normalizes isobaric labeling
+15. (**DDA-ISO**) Protein inference using the OpenMS ProteinInference tool. In addition, protein FDR filtering is performed in this step for Isobaric datasets (TMT, iTRAQ).
+16. (**DDA-ISO**) Protein Quantification
+17. Generation of QC reports using pMultiQC a library for QC proteomics data analysis.
 
 For DIA-LFQ experiments, the workflows is different:
 
@@ -54,6 +55,7 @@ results
 - identification results:
   - [searchenginecomet/\*.idXML](#identifications)
   - [searchenginemsgf/\*.idXML](#identifications)
+  - [psmconversion/\*.parquet](#identifications)
 - consensusID identifications:
   - [consensusid/\*.idXML](#identifications)
 - pipeline information:
@@ -102,7 +104,7 @@ different handling between peptide search engines.
 #### Identifications
 
 Intermediate output for the PSM/peptide-level filtered identifications per raw/mzML file happens in OpenMS'
-internal [idXML](https://github.com/OpenMS/OpenMS/blob/develop/share/OpenMS/SCHEMAS/IdXML_1_5.xsd) format. quantms also provide csv output format in identification subworkflow.
+internal [idXML](https://github.com/OpenMS/OpenMS/blob/develop/share/OpenMS/SCHEMAS/IdXML_1_5.xsd) format. quantms also provide [parquet](https://github.com/bigbio/quantms.io/blob/dev/docs/psm.rst) output format in identification subworkflow.
 Only for DDA currently.
 
 #### Quantities

From e9a9d44d68296d5a7e7b47b2d7c97951a52f3bb4 Mon Sep 17 00:00:00 2001
From: Chengxin Dai <37200167+daichengxin@users.noreply.github.com>
Date: Wed, 28 Aug 2024 14:05:51 +0800
Subject: [PATCH 262/264] Update .nf-core.yml

---
 .nf-core.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.nf-core.yml b/.nf-core.yml
index 8f010dce..8a2c57ca 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -8,4 +8,5 @@ lint:
   files_unchanged:
     - .github/PULL_REQUEST_TEMPLATE.md
     - .github/CONTRIBUTING.md
+    - docs/README.md
   multiqc_config: False

From f6e2cd99fa1008c3f6155fe6a3d5f7a44d863782 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 28 Aug 2024 11:01:11 +0100
Subject: [PATCH 263/264] remove tests that depend on nf-core TOKENS

---
 .github/workflows/awsfulltest.yml           | 44 ------------
 .github/workflows/awstest.yml               | 33 ---------
 .github/workflows/release-announcements.yml | 75 ---------------------
 3 files changed, 152 deletions(-)
 delete mode 100644 .github/workflows/awsfulltest.yml
 delete mode 100644 .github/workflows/awstest.yml
 delete mode 100644 .github/workflows/release-announcements.yml

diff --git a/.github/workflows/awsfulltest.yml b/.github/workflows/awsfulltest.yml
deleted file mode 100644
index 6aafc37a..00000000
--- a/.github/workflows/awsfulltest.yml
+++ /dev/null
@@ -1,44 +0,0 @@
-name: nf-core AWS full size tests
-# This workflow is triggered on published releases.
-# It can be additionally triggered manually with GitHub actions workflow dispatch button.
-# It runs the -profiles 'test_lfq' 'test_tmt' and 'test_dia' on AWS batch
-
-on:
-  release:
-    types: [published]
-  workflow_dispatch:
-
-jobs:
-  run-platform:
-    name: Run AWS full tests
-    if: github.repository == 'nf-core/quantms'
-    runs-on: ubuntu-latest
-    # Do a full-scale run with data from each acquisition/quantification mode
-    strategy:
-      matrix:
-        mode: ["lfq", "tmt", "dia"]
-    steps:
-      - name: Launch workflow via Seqera Platform
-        uses: seqeralabs/action-tower-launch@v2
-        # TODO nf-core: You can customise AWS full pipeline tests as required
-        # Add full size test data (but still relatively small datasets for few samples)
-        # on the `test_full.config` test runs with only one set of parameters
-        with:
-          workspace_id: ${{ secrets.TOWER_WORKSPACE_ID }}
-          access_token: ${{ secrets.TOWER_ACCESS_TOKEN }}
-          compute_env: ${{ secrets.TOWER_COMPUTE_ENV }}
-          revision: ${{ github.sha }}
-          workdir: s3://${{ secrets.AWS_S3_BUCKET }}/work/quantms/work-${{ github.sha }}
-          parameters: |
-            {
-              "hook_url": "${{ secrets.MEGATESTS_ALERTS_SLACK_HOOK_URL }}",
-              "outdir": "s3://${{ secrets.AWS_S3_BUCKET }}/quantms/results-${{ github.sha }}/mode_${{ matrix.mode }}"
-            }
-          profiles: test_${{ matrix.mode }}
-
-      - uses: actions/upload-artifact@v4
-        with:
-          name: Seqera Platform debug log file
-          path: |
-            seqera_platform_action_*.log
-            seqera_platform_action_*.json
diff --git a/.github/workflows/awstest.yml b/.github/workflows/awstest.yml
deleted file mode 100644
index 3a145533..00000000
--- a/.github/workflows/awstest.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-name: nf-core AWS test
-# This workflow can be triggered manually with the GitHub actions workflow dispatch button.
-# It runs the -profile 'test_tmt' on AWS batch
-
-on:
-  workflow_dispatch:
-jobs:
-  run-platform:
-    name: Run AWS tests
-    if: github.repository == 'nf-core/quantms'
-    runs-on: ubuntu-latest
-    steps:
-      # Launch workflow using Seqera Platform CLI tool action
-      - name: Launch workflow via Seqera Platform
-        uses: seqeralabs/action-tower-launch@v2
-        with:
-          workspace_id: ${{ secrets.TOWER_WORKSPACE_ID }}
-          access_token: ${{ secrets.TOWER_ACCESS_TOKEN }}
-          compute_env: ${{ secrets.TOWER_COMPUTE_ENV }}
-          revision: ${{ github.sha }}
-          workdir: s3://${{ secrets.AWS_S3_BUCKET }}/work/quantms/work-${{ github.sha }}
-          parameters: |
-            {
-              "outdir": "s3://${{ secrets.AWS_S3_BUCKET }}/quantms/results-test-${{ github.sha }}"
-            }
-          profiles: test_tmt
-
-      - uses: actions/upload-artifact@v4
-        with:
-          name: Seqera Platform debug log file
-          path: |
-            seqera_platform_action_*.log
-            seqera_platform_action_*.json
diff --git a/.github/workflows/release-announcements.yml b/.github/workflows/release-announcements.yml
deleted file mode 100644
index 03ecfcf7..00000000
--- a/.github/workflows/release-announcements.yml
+++ /dev/null
@@ -1,75 +0,0 @@
-name: release-announcements
-# Automatic release toot and tweet anouncements
-on:
-  release:
-    types: [published]
-  workflow_dispatch:
-
-jobs:
-  toot:
-    runs-on: ubuntu-latest
-    steps:
-      - name: get topics and convert to hashtags
-        id: get_topics
-        run: |
-          echo "topics=$(curl -s https://nf-co.re/pipelines.json | jq -r '.remote_workflows[] | select(.full_name == "${{ github.repository }}") | .topics[]' | awk '{print "#"$0}' | tr '\n' ' ')"  >> $GITHUB_OUTPUT
-
-      - uses: rzr/fediverse-action@master
-        with:
-          access-token: ${{ secrets.MASTODON_ACCESS_TOKEN }}
-          host: "mstdn.science" # custom host if not "mastodon.social" (default)
-          # GitHub event payload
-          # https://docs.github.com/en/developers/webhooks-and-events/webhooks/webhook-events-and-payloads#release
-          message: |
-            Pipeline release! ${{ github.repository }} v${{ github.event.release.tag_name }} - ${{ github.event.release.name }}!
-
-            Please see the changelog: ${{ github.event.release.html_url }}
-
-            ${{ steps.get_topics.outputs.topics }} #nfcore #openscience #nextflow #bioinformatics
-
-  send-tweet:
-    runs-on: ubuntu-latest
-
-    steps:
-      - uses: actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d # v5
-        with:
-          python-version: "3.10"
-      - name: Install dependencies
-        run: pip install tweepy==4.14.0
-      - name: Send tweet
-        shell: python
-        run: |
-          import os
-          import tweepy
-
-          client = tweepy.Client(
-              access_token=os.getenv("TWITTER_ACCESS_TOKEN"),
-              access_token_secret=os.getenv("TWITTER_ACCESS_TOKEN_SECRET"),
-              consumer_key=os.getenv("TWITTER_CONSUMER_KEY"),
-              consumer_secret=os.getenv("TWITTER_CONSUMER_SECRET"),
-          )
-          tweet = os.getenv("TWEET")
-          client.create_tweet(text=tweet)
-        env:
-          TWEET: |
-            Pipeline release! ${{ github.repository }} v${{ github.event.release.tag_name }} - ${{ github.event.release.name }}!
-
-            Please see the changelog: ${{ github.event.release.html_url }}
-          TWITTER_CONSUMER_KEY: ${{ secrets.TWITTER_CONSUMER_KEY }}
-          TWITTER_CONSUMER_SECRET: ${{ secrets.TWITTER_CONSUMER_SECRET }}
-          TWITTER_ACCESS_TOKEN: ${{ secrets.TWITTER_ACCESS_TOKEN }}
-          TWITTER_ACCESS_TOKEN_SECRET: ${{ secrets.TWITTER_ACCESS_TOKEN_SECRET }}
-
-  bsky-post:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: zentered/bluesky-post-action@80dbe0a7697de18c15ad22f4619919ceb5ccf597 # v0.1.0
-        with:
-          post: |
-            Pipeline release! ${{ github.repository }} v${{ github.event.release.tag_name }} - ${{ github.event.release.name }}!
-
-            Please see the changelog: ${{ github.event.release.html_url }}
-        env:
-          BSKY_IDENTIFIER: ${{ secrets.BSKY_IDENTIFIER }}
-          BSKY_PASSWORD: ${{ secrets.BSKY_PASSWORD }}
-          #

From f5f0881df3e10867197217538e644fee01b2c534 Mon Sep 17 00:00:00 2001
From: Yasset Perez-Riverol <ypriverol@gmail.com>
Date: Wed, 28 Aug 2024 11:21:01 +0100
Subject: [PATCH 264/264] remove tests that depend on nf-core TOKENS

---
 .nf-core.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.nf-core.yml b/.nf-core.yml
index 8a2c57ca..094df41e 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -5,6 +5,8 @@ lint:
     - conf/igenomes.config
     - conf/test_full.config
     - conf/test.config
+    - .github/workflows/awstest.yml
+    - .github/workflows/awsfulltest.yml
   files_unchanged:
     - .github/PULL_REQUEST_TEMPLATE.md
     - .github/CONTRIBUTING.md