From e89a674a78251569fc628adddf0d3dddf97f1ef9 Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Tue, 16 Jan 2024 16:16:33 +0100
Subject: [PATCH 001/101] bump-version 2.9.0dev

---
 CHANGELOG.md                              | 12 ++++++++++++
 assets/multiqc_config.yml                 |  4 ++--
 nextflow.config                           |  2 +-
 tests/pipeline/doubleprimers.nf.test.snap |  2 +-
 tests/pipeline/fasta.nf.test.snap         |  2 +-
 tests/pipeline/iontorrent.nf.test.snap    |  2 +-
 tests/pipeline/multi.nf.test.snap         |  2 +-
 tests/pipeline/novaseq.nf.test.snap       |  2 +-
 tests/pipeline/pacbio_its.nf.test.snap    |  2 +-
 tests/pipeline/pplace.nf.test.snap        |  2 +-
 tests/pipeline/qiimecustom.nf.test.snap   |  2 +-
 tests/pipeline/reftaxcustom.nf.test.snap  |  2 +-
 tests/pipeline/single.nf.test.snap        |  2 +-
 tests/pipeline/sintax.nf.test.snap        |  2 +-
 tests/pipeline/test.nf.test.snap          |  2 +-
 15 files changed, 27 insertions(+), 15 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 723d4a83..ca109cb2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,6 +3,18 @@
 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).
 
+## nf-core/ampliseq version 2.9.0dev
+
+### `Added`
+
+### `Changed`
+
+### `Fixed`
+
+### `Dependencies`
+
+### `Removed`
+
 ## nf-core/ampliseq version 2.8.0 - 2024-01-16
 
 ### `Added`
diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index af96c9d1..eaf9f190 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/ampliseq/releases/tag/2.8.0" target="_blank">nf-core/ampliseq</a>
+  This report has been generated by the <a href="https://github.com/nf-core/ampliseq/tree/dev" target="_blank">nf-core/ampliseq</a>
   analysis pipeline. For information about how to interpret these results, please see the
-  <a href="https://nf-co.re/ampliseq/2.8.0/docs/output" target="_blank">documentation</a>.
+  <a href="https://nf-co.re/ampliseq/dev/docs/output" target="_blank">documentation</a>.
 report_section_order:
   "nf-core-ampliseq-methods-description":
     order: -1000
diff --git a/nextflow.config b/nextflow.config
index 903eda54..8e356611 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -338,7 +338,7 @@ manifest {
     description     = """Amplicon sequencing analysis workflow using DADA2 and QIIME2"""
     mainScript      = 'main.nf'
     nextflowVersion = '!>=23.04.0'
-    version         = '2.8.0'
+    version         = '2.9.0dev'
     doi             = '10.5281/zenodo.1493841'
 }
 
diff --git a/tests/pipeline/doubleprimers.nf.test.snap b/tests/pipeline/doubleprimers.nf.test.snap
index 7cb5f68a..fba0c40b 100644
--- a/tests/pipeline/doubleprimers.nf.test.snap
+++ b/tests/pipeline/doubleprimers.nf.test.snap
@@ -13,7 +13,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, KRAKEN2_KRAKEN2={kraken2=2.1.2, pigz=2.6}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.8.0}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, KRAKEN2_KRAKEN2={kraken2=2.1.2, pigz=2.6}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-07-27T13:49:03+0000"
     },
diff --git a/tests/pipeline/fasta.nf.test.snap b/tests/pipeline/fasta.nf.test.snap
index c049085c..70bcf042 100644
--- a/tests/pipeline/fasta.nf.test.snap
+++ b/tests/pipeline/fasta.nf.test.snap
@@ -7,7 +7,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FILTER_CODONS={pandas=1.1.5, python=3.9.1}, FILTER_LEN_ASV={Biostrings=2.58.0, R=4.0.3}, Workflow={nf-core/ampliseq=2.8.0}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FILTER_CODONS={pandas=1.1.5, python=3.9.1}, FILTER_LEN_ASV={Biostrings=2.58.0, R=4.0.3}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-05-28T21:06:17+0000"
     },
diff --git a/tests/pipeline/iontorrent.nf.test.snap b/tests/pipeline/iontorrent.nf.test.snap
index 989cbd59..20342347 100644
--- a/tests/pipeline/iontorrent.nf.test.snap
+++ b/tests/pipeline/iontorrent.nf.test.snap
@@ -13,7 +13,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, Workflow={nf-core/ampliseq=2.8.0}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-06-20T01:42:35+0000"
     },
diff --git a/tests/pipeline/multi.nf.test.snap b/tests/pipeline/multi.nf.test.snap
index 913b3818..c5492d96 100644
--- a/tests/pipeline/multi.nf.test.snap
+++ b/tests/pipeline/multi.nf.test.snap
@@ -14,7 +14,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, Workflow={nf-core/ampliseq=2.8.0}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-05-28T21:15:03+0000"
     },
diff --git a/tests/pipeline/novaseq.nf.test.snap b/tests/pipeline/novaseq.nf.test.snap
index e6c17e7f..0591a632 100644
--- a/tests/pipeline/novaseq.nf.test.snap
+++ b/tests/pipeline/novaseq.nf.test.snap
@@ -7,7 +7,7 @@
     },
     "software_versions": {
         "content": [
-            "{CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_CODONS={pandas=1.1.5, python=3.9.1}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.8.0}}"
+            "{CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_CODONS={pandas=1.1.5, python=3.9.1}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-06-20T00:10:02+0000"
     },
diff --git a/tests/pipeline/pacbio_its.nf.test.snap b/tests/pipeline/pacbio_its.nf.test.snap
index 3cbdef01..43c873cf 100644
--- a/tests/pipeline/pacbio_its.nf.test.snap
+++ b/tests/pipeline/pacbio_its.nf.test.snap
@@ -35,7 +35,7 @@
     },
     "software_versions": {
         "content": [
-            "{ASSIGNSH={pandas=1.1.5, python=3.9.1}, BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FORMAT_TAXRESULTS_STD={pandas=1.1.5, python=3.9.1}, ITSX_CUTASV={ITSx=1.1.3}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, SBDIEXPORT={R=3.6.3}, VSEARCH_USEARCHGLOBAL={vsearch=2.21.1}, Workflow={nf-core/ampliseq=2.8.0}}"
+            "{ASSIGNSH={pandas=1.1.5, python=3.9.1}, BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FORMAT_TAXRESULTS_STD={pandas=1.1.5, python=3.9.1}, ITSX_CUTASV={ITSx=1.1.3}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, SBDIEXPORT={R=3.6.3}, VSEARCH_USEARCHGLOBAL={vsearch=2.21.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-06-20T02:07:02+0000"
     },
diff --git a/tests/pipeline/pplace.nf.test.snap b/tests/pipeline/pplace.nf.test.snap
index c8c3a9f1..6e7e9ca6 100644
--- a/tests/pipeline/pplace.nf.test.snap
+++ b/tests/pipeline/pplace.nf.test.snap
@@ -8,7 +8,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, EPANG_PLACE={epang=0.3.8}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, GAPPA_ASSIGN={gappa=0.8.0}, GAPPA_GRAFT={gappa=0.8.0}, GAPPA_HEATTREE={gappa=0.8.0}, HMMER_AFAFORMATQUERY={hmmer/easel=0.48}, HMMER_AFAFORMATREF={hmmer/easel=0.48}, HMMER_HMMALIGNQUERY={hmmer=3.3.2}, HMMER_HMMALIGNREF={hmmer=3.3.2}, HMMER_HMMBUILD={hmmer=3.3.2}, HMMER_MASKQUERY={hmmer/easel=0.48}, HMMER_MASKREF={hmmer/easel=0.48}, HMMER_UNALIGNREF={hmmer/easel=0.48}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.8.0}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, EPANG_PLACE={epang=0.3.8}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, GAPPA_ASSIGN={gappa=0.8.0}, GAPPA_GRAFT={gappa=0.8.0}, GAPPA_HEATTREE={gappa=0.8.0}, HMMER_AFAFORMATQUERY={hmmer/easel=0.48}, HMMER_AFAFORMATREF={hmmer/easel=0.48}, HMMER_HMMALIGNQUERY={hmmer=3.3.2}, HMMER_HMMALIGNREF={hmmer=3.3.2}, HMMER_HMMBUILD={hmmer=3.3.2}, HMMER_MASKQUERY={hmmer/easel=0.48}, HMMER_MASKREF={hmmer/easel=0.48}, HMMER_UNALIGNREF={hmmer/easel=0.48}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-06-20T17:24:03+0000"
     },
diff --git a/tests/pipeline/qiimecustom.nf.test.snap b/tests/pipeline/qiimecustom.nf.test.snap
index 5f758fd4..5a9d3126 100644
--- a/tests/pipeline/qiimecustom.nf.test.snap
+++ b/tests/pipeline/qiimecustom.nf.test.snap
@@ -13,7 +13,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.8.0}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-05-28T21:18:54+0000"
     },
diff --git a/tests/pipeline/reftaxcustom.nf.test.snap b/tests/pipeline/reftaxcustom.nf.test.snap
index 4bfd8c2d..22db2252 100644
--- a/tests/pipeline/reftaxcustom.nf.test.snap
+++ b/tests/pipeline/reftaxcustom.nf.test.snap
@@ -13,7 +13,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, KRAKEN2_KRAKEN2={kraken2=2.1.2, pigz=2.6}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.8.0}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, KRAKEN2_KRAKEN2={kraken2=2.1.2, pigz=2.6}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-05-28T21:18:54+0000"
     },
diff --git a/tests/pipeline/single.nf.test.snap b/tests/pipeline/single.nf.test.snap
index 1b6e33c0..44977b82 100644
--- a/tests/pipeline/single.nf.test.snap
+++ b/tests/pipeline/single.nf.test.snap
@@ -13,7 +13,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, Workflow={nf-core/ampliseq=2.8.0}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-05-28T20:35:33+0000"
     },
diff --git a/tests/pipeline/sintax.nf.test.snap b/tests/pipeline/sintax.nf.test.snap
index fed045a4..03e44107 100644
--- a/tests/pipeline/sintax.nf.test.snap
+++ b/tests/pipeline/sintax.nf.test.snap
@@ -16,7 +16,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, ITSX_CUTASV={ITSx=1.1.3}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, SBDIEXPORT={R=3.6.3}, VSEARCH_SINTAX={vsearch=2.21.1}, Workflow={nf-core/ampliseq=2.8.0}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, ITSX_CUTASV={ITSx=1.1.3}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, SBDIEXPORT={R=3.6.3}, VSEARCH_SINTAX={vsearch=2.21.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-06-20T16:40:18+0000"
     },
diff --git a/tests/pipeline/test.nf.test.snap b/tests/pipeline/test.nf.test.snap
index 8441f2a5..89702ac1 100644
--- a/tests/pipeline/test.nf.test.snap
+++ b/tests/pipeline/test.nf.test.snap
@@ -22,7 +22,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_CLUSTERS={pandas=1.1.5, python=3.9.1}, FILTER_LEN_ASV={Biostrings=2.58.0, R=4.0.3}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, SBDIEXPORT={R=3.6.3}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, VSEARCH_CLUSTER={vsearch=2.21.1}, Workflow={nf-core/ampliseq=2.8.0}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_CLUSTERS={pandas=1.1.5, python=3.9.1}, FILTER_LEN_ASV={Biostrings=2.58.0, R=4.0.3}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, SBDIEXPORT={R=3.6.3}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, VSEARCH_CLUSTER={vsearch=2.21.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-05-28T20:55:32+0000"
     },

From 0d8dce49b81c2ef6e13c82fecd00a195ea4927bd Mon Sep 17 00:00:00 2001
From: nf-core-bot <core@nf-co.re>
Date: Mon, 29 Jan 2024 14:50:27 +0000
Subject: [PATCH 002/101] 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 +-
 CHANGELOG.md                                  |   2 +-
 README.md                                     |   8 +-
 assets/email_template.html                    |   2 +-
 assets/email_template.txt                     |   2 +-
 assets/nf-core-ampliseq_logo_light.png        | Bin 75142 -> 78536 bytes
 docs/images/nf-core-ampliseq_logo_dark.png    | Bin 75299 -> 28556 bytes
 docs/images/nf-core-ampliseq_logo_light.png   | Bin 75142 -> 24452 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                               |   5 +-
 pyproject.toml                                |  17 +-
 workflows/ampliseq.nf                         |   7 +
 37 files changed, 492 insertions(+), 223 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 b17d2263..ecc79ff3 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 7a4f39de..0b3d57fb 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 2a9f5e0a..edae2a08 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 9781ad7c..a3a31ac9 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/ampliseq/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/CHANGELOG.md b/CHANGELOG.md
index 85cef0e2..0f3f151c 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).
 
-## v2.8.0dev - [date]
+## v2.9.0dev - [date]
 
 Initial release of nf-core/ampliseq, created with the [nf-core](https://nf-co.re/) template.
 
diff --git a/README.md b/README.md
index d60f868d..8386f883 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,9 @@
-# ![nf-core/ampliseq](docs/images/nf-core-ampliseq_logo_light.png#gh-light-mode-only) ![nf-core/ampliseq](docs/images/nf-core-ampliseq_logo_dark.png#gh-dark-mode-only)
-
+<h1>
+  <picture>
+    <source media="(prefers-color-scheme: dark)" srcset="docs/images/nf-core-ampliseq_logo_dark.png">
+    <img alt="nf-core/ampliseq" src="docs/images/nf-core-ampliseq_logo_light.png">
+  </picture>
+</h1>
 [![GitHub Actions CI Status](https://github.com/nf-core/ampliseq/workflows/nf-core%20CI/badge.svg)](https://github.com/nf-core/ampliseq/actions?query=workflow%3A%22nf-core+CI%22)
 [![GitHub Actions Linting Status](https://github.com/nf-core/ampliseq/workflows/nf-core%20linting/badge.svg)](https://github.com/nf-core/ampliseq/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/ampliseq/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 505409d4..7fe19bb2 100644
--- a/assets/email_template.html
+++ b/assets/email_template.html
@@ -12,7 +12,7 @@
 
 <img src="cid:nfcorepipelinelogo">
 
-<h1>nf-core/ampliseq v${version}</h1>
+<h1>nf-core/ampliseq ${version}</h1>
 <h2>Run Name: $runName</h2>
 
 <% if (!success){
diff --git a/assets/email_template.txt b/assets/email_template.txt
index 8c0dac89..de5fa33b 100644
--- a/assets/email_template.txt
+++ b/assets/email_template.txt
@@ -4,7 +4,7 @@
   |\\ | |__  __ /  ` /  \\ |__) |__         }  {
   | \\| |       \\__, \\__/ |  \\ |___     \\`-._,-`-,
                                         `._,._,'
-  nf-core/ampliseq v${version}
+  nf-core/ampliseq ${version}
 ----------------------------------------------------
 Run Name: $runName
 
diff --git a/assets/nf-core-ampliseq_logo_light.png b/assets/nf-core-ampliseq_logo_light.png
index 58f01531e7b0bff0f6bf2649dae96ca78b2d2c5f..0b9000e4315d8a0656524def905391831e714d5f 100644
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diff --git a/lib/WorkflowMain.groovy b/lib/WorkflowMain.groovy
index 57d229b9..8b41c771 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
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diff --git a/main.nf b/main.nf
index 733b9ca9..10edecc3 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 d32b2957..b0340f96 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 05555e3b..4d16e46c 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -71,7 +71,7 @@ try {
 }
 
 // Load nf-core/ampliseq 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/ampliseq.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 {
@@ -233,7 +234,7 @@ manifest {
     description     = """Amplicon sequencing analysis workflow using DADA2 and QIIME2"""
     mainScript      = 'main.nf'
     nextflowVersion = '!>=23.04.0'
-    version         = '2.8.0dev'
+    version         = '2.9.0dev'
     doi             = ''
 }
 
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/ampliseq.nf b/workflows/ampliseq.nf
index 30db1b3a..654ed38e 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.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 d19bdac2c5e72bfcd0e0abc2cc95e6229afcd46b Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Thu, 1 Feb 2024 12:18:03 +0100
Subject: [PATCH 003/101] fix indent and trailing whitespace

---
 assets/report_template.Rmd              | 30 ++++++++++++-------------
 subworkflows/local/qiime2_barplotavg.nf |  2 +-
 2 files changed, 16 insertions(+), 16 deletions(-)

diff --git a/assets/report_template.Rmd b/assets/report_template.Rmd
index 752a6b17..07235f73 100644
--- a/assets/report_template.Rmd
+++ b/assets/report_template.Rmd
@@ -134,7 +134,7 @@ htmltools::includeCSS(params$css)
 cat(paste0("
 <style>
 #TOC {
-   background-image: url(\"", knitr::image_uri(params$report_logo), "\");
+    background-image: url(\"", knitr::image_uri(params$report_logo), "\");
 }
 </style>
 "))
@@ -628,8 +628,8 @@ n_mito <- sum(grepl("mito", barrnap_sum$result))
 n_euk <- sum(grepl("euk", barrnap_sum$result))
 
 barrnap_df_sum <- data.frame(label=c('Bacteria','Archaea','Mitochondria','Eukaryotes','Unclassified'),
-                 count=c(n_bac,n_arc,n_mito,n_euk,n_asv_barrnap - n_classified),
-                 percent=c(round( (n_bac/n_asv_barrnap)*100, 2), round( (n_arc/n_asv_barrnap)*100, 2), round( (n_mito/n_asv_barrnap)*100, 2), round( (n_euk/n_asv_barrnap)*100, 2), round( ( (n_asv_barrnap - n_classified) /n_asv_barrnap)*100, 2) ) )
+    count=c(n_bac,n_arc,n_mito,n_euk,n_asv_barrnap - n_classified),
+    percent=c(round( (n_bac/n_asv_barrnap)*100, 2), round( (n_arc/n_asv_barrnap)*100, 2), round( (n_mito/n_asv_barrnap)*100, 2), round( (n_euk/n_asv_barrnap)*100, 2), round( ( (n_asv_barrnap - n_classified) /n_asv_barrnap)*100, 2) ) )
 
 # Build outputtext
 cat( "Barrnap classified ")
@@ -664,7 +664,7 @@ cat("\n\nrRNA classification results can be found in folder [barrnap](../barrnap
 filter_ssu_asv <- read.table( params$filter_ssu_asv, header = FALSE, sep = "\t", stringsAsFactors = FALSE)
 filter_ssu_asv_filtered <- nrow(filter_ssu_asv)/2
 
- # "n_asv_barrnap" is taken from the barrnap block above
+# "n_asv_barrnap" is taken from the barrnap block above
 cat(paste0("
 ASVs were filtered for `",params$filter_ssu,"` (`bac`: Bacteria, `arc`: Archaea, `mito`: Mitochondria, `euk`: Eukaryotes) using the above classification.
 The number of ASVs was reduced by ",n_asv_barrnap-filter_ssu_asv_filtered,
@@ -941,8 +941,8 @@ asv_classi_df <- data.frame(level, n_asv_classified, p_asv_classified)
 # Build output string
 outputstr <- "DADA2 classified "
 for (row in seq_len(nrow(asv_classi_df))) {
-        outputstr <- paste0(outputstr, asv_classi_df[row, ]$p_asv_classified,
-                         " % ASVs at ", asv_classi_df[row, ]$level, " level, ")
+    outputstr <- paste0(outputstr, asv_classi_df[row, ]$p_asv_classified,
+        " % ASVs at ", asv_classi_df[row, ]$level, " level, ")
 }
 outputstr <- substr(outputstr, 1, nchar(outputstr)-2)
 outputstr <- paste0(outputstr, ".\n\n")
@@ -982,7 +982,7 @@ if ( !isFALSE(params$qiime2_ref_tax_title) ) {
         More details about the reference taxonomy database can be found in the ['Methods section'](#methods).\n\n", sep = "")
 } else {
     cat("The taxonomic classification was performed by [QIIME2](https://www.nature.com/articles/s41587-019-0209-9) using a custom database ",
-            "provided by the user.\n\n", sep = "")
+        "provided by the user.\n\n", sep = "")
 }
 
 # Read file and prepare table
@@ -1018,8 +1018,8 @@ asv_classi_df <- data.frame(level, n_asv_classified, p_asv_classified)
 # Build output string
 outputstr <- "QIIME2 classified "
 for (row in seq_len(nrow(asv_classi_df))) {
-        outputstr <- paste0(outputstr, asv_classi_df[row, ]$p_asv_classified,
-                         " % ASVs at ", asv_classi_df[row, ]$level, " level, ")
+    outputstr <- paste0(outputstr, asv_classi_df[row, ]$p_asv_classified,
+        " % ASVs at ", asv_classi_df[row, ]$level, " level, ")
 }
 outputstr <- substr(outputstr, 1, nchar(outputstr)-2)
 outputstr <- paste0(outputstr, ".\n\n")
@@ -1075,8 +1075,8 @@ asv_classi_df <- data.frame(level, n_asv_classified, p_asv_classified)
 # Build output string
 outputstr <- "SINTAX classified "
 for (row in seq_len(nrow(asv_classi_df))) {
-        outputstr <- paste0(outputstr, asv_classi_df[row, ]$p_asv_classified,
-                         " % ASVs at ", asv_classi_df[row, ]$level, " level, ")
+    outputstr <- paste0(outputstr, asv_classi_df[row, ]$p_asv_classified,
+        " % ASVs at ", asv_classi_df[row, ]$level, " level, ")
 }
 outputstr <- substr(outputstr, 1, nchar(outputstr)-2)
 outputstr <- paste0(outputstr, ".\n\n")
@@ -1140,8 +1140,8 @@ asv_classi_df <- data.frame(level, n_asv_classified, p_asv_classified)
 # Build output string
 outputstr <- "Kraken2 classified "
 for (row in seq_len(nrow(asv_classi_df))) {
-        outputstr <- paste0(outputstr, asv_classi_df[row, ]$p_asv_classified,
-                         " % ASVs at ", asv_classi_df[row, ]$level, " level, ")
+    outputstr <- paste0(outputstr, asv_classi_df[row, ]$p_asv_classified,
+        " % ASVs at ", asv_classi_df[row, ]$level, " level, ")
 }
 outputstr <- substr(outputstr, 1, nchar(outputstr)-2)
 outputstr <- paste0(outputstr, ".\n\n")
@@ -1202,8 +1202,8 @@ asv_classi_df <- data.frame(level, n_asv_classified, p_asv_classified)
 # Build output string
 outputstr <- "Phylogenetic Placement classified "
 for (row in seq_len(nrow(asv_classi_df))) {
-        outputstr <- paste0(outputstr, asv_classi_df[row, ]$p_asv_classified,
-                         " % ASVs at taxonomic level ", asv_classi_df[row, ]$level, ", ")
+    outputstr <- paste0(outputstr, asv_classi_df[row, ]$p_asv_classified,
+        " % ASVs at taxonomic level ", asv_classi_df[row, ]$level, ", ")
 }
 outputstr <- substr(outputstr, 1, nchar(outputstr)-2)
 outputstr <- paste0(outputstr, ".\n\n")
diff --git a/subworkflows/local/qiime2_barplotavg.nf b/subworkflows/local/qiime2_barplotavg.nf
index 8814a8ea..a052027c 100644
--- a/subworkflows/local/qiime2_barplotavg.nf
+++ b/subworkflows/local/qiime2_barplotavg.nf
@@ -20,7 +20,7 @@ workflow QIIME2_BARPLOTAVG {
     QIIME2_INASV_BPAVG ( ch_rel_tsv )
 
     //group by metadata category (ch_metadata_category_barplot)
-    QIIME2_FEATURETABLE_GROUP ( 
+    QIIME2_FEATURETABLE_GROUP (
         QIIME2_INASV_BPAVG.out.qza
         .combine(ch_metadata)
         .combine(ch_metadata_category_barplot)

From e0f0e76b97f4f5ecfe4aa68bb75758308dc776a2 Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Thu, 1 Feb 2024 12:21:13 +0100
Subject: [PATCH 004/101] fix software versions in nf.test.snap

---
 tests/pipeline/doubleprimers.nf.test.snap | 2 +-
 tests/pipeline/fasta.nf.test.snap         | 2 +-
 tests/pipeline/iontorrent.nf.test.snap    | 2 +-
 tests/pipeline/multi.nf.test.snap         | 2 +-
 tests/pipeline/novaseq.nf.test.snap       | 2 +-
 tests/pipeline/pacbio_its.nf.test.snap    | 2 +-
 tests/pipeline/pplace.nf.test.snap        | 2 +-
 tests/pipeline/qiimecustom.nf.test.snap   | 2 +-
 tests/pipeline/reftaxcustom.nf.test.snap  | 2 +-
 tests/pipeline/single.nf.test.snap        | 2 +-
 tests/pipeline/sintax.nf.test.snap        | 2 +-
 tests/pipeline/test.nf.test.snap          | 2 +-
 12 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/tests/pipeline/doubleprimers.nf.test.snap b/tests/pipeline/doubleprimers.nf.test.snap
index fba0c40b..81545d78 100644
--- a/tests/pipeline/doubleprimers.nf.test.snap
+++ b/tests/pipeline/doubleprimers.nf.test.snap
@@ -13,7 +13,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, KRAKEN2_KRAKEN2={kraken2=2.1.2, pigz=2.6}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, KRAKEN2_KRAKEN2={kraken2=2.1.2, pigz=2.6}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-07-27T13:49:03+0000"
     },
diff --git a/tests/pipeline/fasta.nf.test.snap b/tests/pipeline/fasta.nf.test.snap
index 70bcf042..00351b32 100644
--- a/tests/pipeline/fasta.nf.test.snap
+++ b/tests/pipeline/fasta.nf.test.snap
@@ -7,7 +7,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FILTER_CODONS={pandas=1.1.5, python=3.9.1}, FILTER_LEN_ASV={Biostrings=2.58.0, R=4.0.3}, Workflow={nf-core/ampliseq=2.9.0dev}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FILTER_CODONS={pandas=1.1.5, python=3.9.1}, FILTER_LEN_ASV={Biostrings=2.58.0, R=4.0.3}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-05-28T21:06:17+0000"
     },
diff --git a/tests/pipeline/iontorrent.nf.test.snap b/tests/pipeline/iontorrent.nf.test.snap
index 20342347..27f6d930 100644
--- a/tests/pipeline/iontorrent.nf.test.snap
+++ b/tests/pipeline/iontorrent.nf.test.snap
@@ -13,7 +13,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, Workflow={nf-core/ampliseq=2.9.0dev}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-06-20T01:42:35+0000"
     },
diff --git a/tests/pipeline/multi.nf.test.snap b/tests/pipeline/multi.nf.test.snap
index c5492d96..4a8d2afc 100644
--- a/tests/pipeline/multi.nf.test.snap
+++ b/tests/pipeline/multi.nf.test.snap
@@ -14,7 +14,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, Workflow={nf-core/ampliseq=2.9.0dev}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-05-28T21:15:03+0000"
     },
diff --git a/tests/pipeline/novaseq.nf.test.snap b/tests/pipeline/novaseq.nf.test.snap
index 0591a632..7a294cec 100644
--- a/tests/pipeline/novaseq.nf.test.snap
+++ b/tests/pipeline/novaseq.nf.test.snap
@@ -7,7 +7,7 @@
     },
     "software_versions": {
         "content": [
-            "{CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_CODONS={pandas=1.1.5, python=3.9.1}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
+            "{CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_CODONS={pandas=1.1.5, python=3.9.1}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-06-20T00:10:02+0000"
     },
diff --git a/tests/pipeline/pacbio_its.nf.test.snap b/tests/pipeline/pacbio_its.nf.test.snap
index 43c873cf..74f31f81 100644
--- a/tests/pipeline/pacbio_its.nf.test.snap
+++ b/tests/pipeline/pacbio_its.nf.test.snap
@@ -35,7 +35,7 @@
     },
     "software_versions": {
         "content": [
-            "{ASSIGNSH={pandas=1.1.5, python=3.9.1}, BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FORMAT_TAXRESULTS_STD={pandas=1.1.5, python=3.9.1}, ITSX_CUTASV={ITSx=1.1.3}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, SBDIEXPORT={R=3.6.3}, VSEARCH_USEARCHGLOBAL={vsearch=2.21.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
+            "{ASSIGNSH={pandas=1.1.5, python=3.9.1}, BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FORMAT_TAXRESULTS_STD={pandas=1.1.5, python=3.9.1}, ITSX_CUTASV={ITSx=1.1.3}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, SBDIEXPORT={R=3.6.3}, VSEARCH_USEARCHGLOBAL={vsearch=2.21.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-06-20T02:07:02+0000"
     },
diff --git a/tests/pipeline/pplace.nf.test.snap b/tests/pipeline/pplace.nf.test.snap
index 6e7e9ca6..35a33476 100644
--- a/tests/pipeline/pplace.nf.test.snap
+++ b/tests/pipeline/pplace.nf.test.snap
@@ -8,7 +8,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, EPANG_PLACE={epang=0.3.8}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, GAPPA_ASSIGN={gappa=0.8.0}, GAPPA_GRAFT={gappa=0.8.0}, GAPPA_HEATTREE={gappa=0.8.0}, HMMER_AFAFORMATQUERY={hmmer/easel=0.48}, HMMER_AFAFORMATREF={hmmer/easel=0.48}, HMMER_HMMALIGNQUERY={hmmer=3.3.2}, HMMER_HMMALIGNREF={hmmer=3.3.2}, HMMER_HMMBUILD={hmmer=3.3.2}, HMMER_MASKQUERY={hmmer/easel=0.48}, HMMER_MASKREF={hmmer/easel=0.48}, HMMER_UNALIGNREF={hmmer/easel=0.48}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, EPANG_PLACE={epang=0.3.8}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, GAPPA_ASSIGN={gappa=0.8.0}, GAPPA_GRAFT={gappa=0.8.0}, GAPPA_HEATTREE={gappa=0.8.0}, HMMER_AFAFORMATQUERY={hmmer/easel=0.48}, HMMER_AFAFORMATREF={hmmer/easel=0.48}, HMMER_HMMALIGNQUERY={hmmer=3.3.2}, HMMER_HMMALIGNREF={hmmer=3.3.2}, HMMER_HMMBUILD={hmmer=3.3.2}, HMMER_MASKQUERY={hmmer/easel=0.48}, HMMER_MASKREF={hmmer/easel=0.48}, HMMER_UNALIGNREF={hmmer/easel=0.48}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-06-20T17:24:03+0000"
     },
diff --git a/tests/pipeline/qiimecustom.nf.test.snap b/tests/pipeline/qiimecustom.nf.test.snap
index 5a9d3126..9bbb27a3 100644
--- a/tests/pipeline/qiimecustom.nf.test.snap
+++ b/tests/pipeline/qiimecustom.nf.test.snap
@@ -13,7 +13,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-05-28T21:18:54+0000"
     },
diff --git a/tests/pipeline/reftaxcustom.nf.test.snap b/tests/pipeline/reftaxcustom.nf.test.snap
index 22db2252..077b9391 100644
--- a/tests/pipeline/reftaxcustom.nf.test.snap
+++ b/tests/pipeline/reftaxcustom.nf.test.snap
@@ -13,7 +13,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, KRAKEN2_KRAKEN2={kraken2=2.1.2, pigz=2.6}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, KRAKEN2_KRAKEN2={kraken2=2.1.2, pigz=2.6}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-05-28T21:18:54+0000"
     },
diff --git a/tests/pipeline/single.nf.test.snap b/tests/pipeline/single.nf.test.snap
index 44977b82..b73d8e39 100644
--- a/tests/pipeline/single.nf.test.snap
+++ b/tests/pipeline/single.nf.test.snap
@@ -13,7 +13,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, Workflow={nf-core/ampliseq=2.9.0dev}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-05-28T20:35:33+0000"
     },
diff --git a/tests/pipeline/sintax.nf.test.snap b/tests/pipeline/sintax.nf.test.snap
index 03e44107..749ba217 100644
--- a/tests/pipeline/sintax.nf.test.snap
+++ b/tests/pipeline/sintax.nf.test.snap
@@ -16,7 +16,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, ITSX_CUTASV={ITSx=1.1.3}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, SBDIEXPORT={R=3.6.3}, VSEARCH_SINTAX={vsearch=2.21.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, ITSX_CUTASV={ITSx=1.1.3}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, SBDIEXPORT={R=3.6.3}, VSEARCH_SINTAX={vsearch=2.21.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-06-20T16:40:18+0000"
     },
diff --git a/tests/pipeline/test.nf.test.snap b/tests/pipeline/test.nf.test.snap
index 89702ac1..dd523b98 100644
--- a/tests/pipeline/test.nf.test.snap
+++ b/tests/pipeline/test.nf.test.snap
@@ -22,7 +22,7 @@
     },
     "software_versions": {
         "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.12.0, yaml=6.0.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_CLUSTERS={pandas=1.1.5, python=3.9.1}, FILTER_LEN_ASV={Biostrings=2.58.0, R=4.0.3}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, SBDIEXPORT={R=3.6.3}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, VSEARCH_CLUSTER={vsearch=2.21.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
+            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_CLUSTERS={pandas=1.1.5, python=3.9.1}, FILTER_LEN_ASV={Biostrings=2.58.0, R=4.0.3}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, SBDIEXPORT={R=3.6.3}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, VSEARCH_CLUSTER={vsearch=2.21.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
         ],
         "timestamp": "2023-05-28T20:55:32+0000"
     },

From ae32e2caf4f417cf329d76f4a5602e5a1830d283 Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Thu, 1 Feb 2024 12:43:24 +0100
Subject: [PATCH 005/101] fix prettier

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

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

From fe615438c0ea2067031a8c37286ea4285e4d8d7b Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Thu, 1 Feb 2024 13:02:52 +0100
Subject: [PATCH 006/101] fix linting: ignore params.report_*

---
 .nf-core.yml | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/.nf-core.yml b/.nf-core.yml
index 92b7f03b..ec61fea4 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -4,4 +4,9 @@ lint:
     - .gitattributes
   files_exist:
     - conf/igenomes.config
+  nextflow_config:
+    - config_defaults:
+      - params.report_template
+      - params.report_css
+      - params.report_logo
   actions_ci: False

From 039ca647387056e24898a24c1bc9ea94c18e7230 Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Thu, 1 Feb 2024 13:04:40 +0100
Subject: [PATCH 007/101] fix prettier

---
 .nf-core.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.nf-core.yml b/.nf-core.yml
index ec61fea4..2d3f0154 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -6,7 +6,7 @@ lint:
     - conf/igenomes.config
   nextflow_config:
     - config_defaults:
-      - params.report_template
-      - params.report_css
-      - params.report_logo
+        - params.report_template
+        - params.report_css
+        - params.report_logo
   actions_ci: False

From 93a586942deae4f1a2d30f98e67e8c9849553a0b Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Thu, 1 Feb 2024 14:19:37 +0100
Subject: [PATCH 008/101] update subworkflow fasta_newick_epang_gappa

---
 .nf-core.yml                                  |  4 ++++
 modules.json                                  | 20 ++++++++---------
 modules/nf-core/epang/place/environment.yml   |  7 ++++++
 modules/nf-core/epang/place/main.nf           |  2 +-
 modules/nf-core/epang/place/meta.yml          |  5 ++---
 modules/nf-core/epang/split/environment.yml   |  7 ++++++
 modules/nf-core/epang/split/main.nf           |  2 +-
 modules/nf-core/epang/split/meta.yml          |  5 ++---
 .../gappa/examineassign/environment.yml       |  7 ++++++
 modules/nf-core/gappa/examineassign/main.nf   |  2 +-
 modules/nf-core/gappa/examineassign/meta.yml  |  5 ++---
 .../gappa/examinegraft/environment.yml        |  7 ++++++
 modules/nf-core/gappa/examinegraft/main.nf    |  2 +-
 modules/nf-core/gappa/examinegraft/meta.yml   |  5 ++---
 .../gappa/examineheattree/environment.yml     |  7 ++++++
 modules/nf-core/gappa/examineheattree/main.nf |  2 +-
 .../nf-core/gappa/examineheattree/meta.yml    |  5 ++---
 .../nf-core/hmmer/eslalimask/environment.yml  |  7 ++++++
 modules/nf-core/hmmer/eslalimask/main.nf      |  2 +-
 modules/nf-core/hmmer/eslalimask/meta.yml     | 22 ++-----------------
 .../nf-core/hmmer/eslreformat/environment.yml |  7 ++++++
 modules/nf-core/hmmer/eslreformat/main.nf     |  2 +-
 modules/nf-core/hmmer/eslreformat/meta.yml    |  6 ++---
 .../nf-core/hmmer/hmmalign/environment.yml    |  7 ++++++
 modules/nf-core/hmmer/hmmalign/main.nf        |  2 +-
 modules/nf-core/hmmer/hmmalign/meta.yml       |  7 +++---
 .../nf-core/hmmer/hmmbuild/environment.yml    |  7 ++++++
 modules/nf-core/hmmer/hmmbuild/main.nf        |  2 +-
 modules/nf-core/hmmer/hmmbuild/meta.yml       |  5 ++---
 .../nf-core/fasta_newick_epang_gappa/meta.yml |  2 ++
 30 files changed, 107 insertions(+), 65 deletions(-)
 create mode 100644 modules/nf-core/epang/place/environment.yml
 create mode 100644 modules/nf-core/epang/split/environment.yml
 create mode 100644 modules/nf-core/gappa/examineassign/environment.yml
 create mode 100644 modules/nf-core/gappa/examinegraft/environment.yml
 create mode 100644 modules/nf-core/gappa/examineheattree/environment.yml
 create mode 100644 modules/nf-core/hmmer/eslalimask/environment.yml
 create mode 100644 modules/nf-core/hmmer/eslreformat/environment.yml
 create mode 100644 modules/nf-core/hmmer/hmmalign/environment.yml
 create mode 100644 modules/nf-core/hmmer/hmmbuild/environment.yml

diff --git a/.nf-core.yml b/.nf-core.yml
index 2d3f0154..9c60be60 100644
--- a/.nf-core.yml
+++ b/.nf-core.yml
@@ -10,3 +10,7 @@ lint:
         - params.report_css
         - params.report_logo
   actions_ci: False
+update:
+  https://github.com/nf-core/modules.git:
+    nf-core:
+      mafft: "feb29be775d9e41750180539e9a3bdce801d0609"
diff --git a/modules.json b/modules.json
index 8825f785..f94caaac 100644
--- a/modules.json
+++ b/modules.json
@@ -17,12 +17,12 @@
                     },
                     "epang/place": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
                         "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "epang/split": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
                         "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "fastqc": {
@@ -32,37 +32,37 @@
                     },
                     "gappa/examineassign": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
                         "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "gappa/examinegraft": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
                         "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "gappa/examineheattree": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
                         "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "hmmer/eslalimask": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
                         "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "hmmer/eslreformat": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
                         "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "hmmer/hmmalign": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
                         "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "hmmer/hmmbuild": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
                         "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "kraken2/kraken2": {
@@ -112,7 +112,7 @@
                 "nf-core": {
                     "fasta_newick_epang_gappa": {
                         "branch": "master",
-                        "git_sha": "dedc0e31087f3306101c38835d051bf49789445a",
+                        "git_sha": "cfd937a668919d948f6fcbf4218e79de50c2f36f",
                         "installed_by": ["subworkflows"]
                     }
                 }
diff --git a/modules/nf-core/epang/place/environment.yml b/modules/nf-core/epang/place/environment.yml
new file mode 100644
index 00000000..a8536b1d
--- /dev/null
+++ b/modules/nf-core/epang/place/environment.yml
@@ -0,0 +1,7 @@
+name: epang_place
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::epa-ng=0.3.8
diff --git a/modules/nf-core/epang/place/main.nf b/modules/nf-core/epang/place/main.nf
index 799acaa1..217975eb 100644
--- a/modules/nf-core/epang/place/main.nf
+++ b/modules/nf-core/epang/place/main.nf
@@ -2,7 +2,7 @@ process EPANG_PLACE {
     tag "$meta.id"
     label 'process_high'
 
-    conda "bioconda::epa-ng=0.3.8"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/epa-ng:0.3.8--h9a82719_1':
         'biocontainers/epa-ng:0.3.8--h9a82719_1' }"
diff --git a/modules/nf-core/epang/place/meta.yml b/modules/nf-core/epang/place/meta.yml
index 483f4bad..7d31a349 100644
--- a/modules/nf-core/epang/place/meta.yml
+++ b/modules/nf-core/epang/place/meta.yml
@@ -12,7 +12,6 @@ tools:
       tool_dev_url: "https://github.com/Pbdas/epa-ng"
       doi: "10.1093/sysbio/syy054"
       licence: "['GNU Affero General Public License v3.0']"
-
 input:
   - meta:
       type: map
@@ -39,7 +38,6 @@ input:
       type: file
       description: file argument to the --binary parameter
       pattern: "*"
-
 output:
   - meta:
       type: map
@@ -61,6 +59,7 @@ output:
       type: file
       description: File containing software versions
       pattern: "versions.yml"
-
 authors:
   - "@erikrikarddaniel"
+maintainers:
+  - "@erikrikarddaniel"
diff --git a/modules/nf-core/epang/split/environment.yml b/modules/nf-core/epang/split/environment.yml
new file mode 100644
index 00000000..5dd7ff77
--- /dev/null
+++ b/modules/nf-core/epang/split/environment.yml
@@ -0,0 +1,7 @@
+name: epang_split
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::epa-ng=0.3.8
diff --git a/modules/nf-core/epang/split/main.nf b/modules/nf-core/epang/split/main.nf
index fe372541..67b53491 100644
--- a/modules/nf-core/epang/split/main.nf
+++ b/modules/nf-core/epang/split/main.nf
@@ -2,7 +2,7 @@ process EPANG_SPLIT {
     tag "$meta.id"
     label 'process_single'
 
-    conda "bioconda::epa-ng=0.3.8"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/epa-ng:0.3.8--h9a82719_1':
         'biocontainers/epa-ng:0.3.8--h9a82719_1' }"
diff --git a/modules/nf-core/epang/split/meta.yml b/modules/nf-core/epang/split/meta.yml
index b5d915a4..5af4234f 100644
--- a/modules/nf-core/epang/split/meta.yml
+++ b/modules/nf-core/epang/split/meta.yml
@@ -12,7 +12,6 @@ tools:
       tool_dev_url: "https://github.com/Pbdas/epa-ng"
       doi: "10.1093/sysbio/syy054"
       licence: "['GNU Affero General Public License v3.0']"
-
 input:
   # Only when we have meta
   - meta:
@@ -28,7 +27,6 @@ input:
       type: file
       description: full alignment in any supported format to split into reference and query alignments
       pattern: "*.{faa,fna,fa,fasta,fa,phy,aln,alnfaa,alnfna,alnfa,mfa,faa.gz,fna.gz,fa.gz,fasta.gz,fa.gz,phy.gz,aln.gz,alnfaa.gz,alnfna.gz,alnfa.gz,mfa.gz}"
-
 output:
   - meta:
       type: map
@@ -45,6 +43,7 @@ output:
       type: file
       description: File containing software versions
       pattern: "versions.yml"
-
 authors:
   - "@erikrikarddaniel"
+maintainers:
+  - "@erikrikarddaniel"
diff --git a/modules/nf-core/gappa/examineassign/environment.yml b/modules/nf-core/gappa/examineassign/environment.yml
new file mode 100644
index 00000000..4930e724
--- /dev/null
+++ b/modules/nf-core/gappa/examineassign/environment.yml
@@ -0,0 +1,7 @@
+name: gappa_examineassign
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::gappa=0.8.0
diff --git a/modules/nf-core/gappa/examineassign/main.nf b/modules/nf-core/gappa/examineassign/main.nf
index 6d920b83..940a6107 100644
--- a/modules/nf-core/gappa/examineassign/main.nf
+++ b/modules/nf-core/gappa/examineassign/main.nf
@@ -2,7 +2,7 @@ process GAPPA_EXAMINEASSIGN {
     tag "$meta.id"
     label 'process_medium'
 
-    conda "bioconda::gappa=0.8.0"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/gappa:0.8.0--h9a82719_0':
         'biocontainers/gappa:0.8.0--h9a82719_0' }"
diff --git a/modules/nf-core/gappa/examineassign/meta.yml b/modules/nf-core/gappa/examineassign/meta.yml
index 501c272b..1753b181 100644
--- a/modules/nf-core/gappa/examineassign/meta.yml
+++ b/modules/nf-core/gappa/examineassign/meta.yml
@@ -13,7 +13,6 @@ tools:
       tool_dev_url: "https://github.com/lczech/gappa"
       doi: "10.1093/bioinformatics/btaa070"
       licence: "['GPL v3']"
-
 input:
   - meta:
       type: map
@@ -24,7 +23,6 @@ input:
       type: file
       description: jplace file output from phylogenetic placement, e.g. EPA-NG, gzipped or not
       pattern: "*.{jplace,jplace.gz}"
-
 output:
   - meta:
       type: map
@@ -50,6 +48,7 @@ output:
       type: file
       description: File containing software versions
       pattern: "versions.yml"
-
 authors:
   - "@erikrikarddaniel"
+maintainers:
+  - "@erikrikarddaniel"
diff --git a/modules/nf-core/gappa/examinegraft/environment.yml b/modules/nf-core/gappa/examinegraft/environment.yml
new file mode 100644
index 00000000..c22460d2
--- /dev/null
+++ b/modules/nf-core/gappa/examinegraft/environment.yml
@@ -0,0 +1,7 @@
+name: gappa_examinegraft
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::gappa=0.8.0
diff --git a/modules/nf-core/gappa/examinegraft/main.nf b/modules/nf-core/gappa/examinegraft/main.nf
index f10aaa31..3efed466 100644
--- a/modules/nf-core/gappa/examinegraft/main.nf
+++ b/modules/nf-core/gappa/examinegraft/main.nf
@@ -2,7 +2,7 @@ process GAPPA_EXAMINEGRAFT {
     tag "$meta.id"
     label 'process_low'
 
-    conda "bioconda::gappa=0.8.0"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/gappa:0.8.0--h9a82719_0':
         'biocontainers/gappa:0.8.0--h9a82719_0' }"
diff --git a/modules/nf-core/gappa/examinegraft/meta.yml b/modules/nf-core/gappa/examinegraft/meta.yml
index 0e813c85..9dcb56bc 100644
--- a/modules/nf-core/gappa/examinegraft/meta.yml
+++ b/modules/nf-core/gappa/examinegraft/meta.yml
@@ -10,7 +10,6 @@ tools:
       tool_dev_url: "https://github.com/lczech/gappa"
       doi: "10.1093/bioinformatics/btaa070"
       licence: "['GPL v3']"
-
 input:
   - meta:
       type: map
@@ -21,7 +20,6 @@ input:
       type: file
       description: jplace file output from phylogenetic placement, e.g. EPA-NG, gzipped or not
       pattern: "*.{jplace,jplace.gz}"
-
 output:
   - meta:
       type: map
@@ -36,6 +34,7 @@ output:
       type: file
       description: phylogenetic tree file in newick format
       pattern: "*.newick"
-
 authors:
   - "@erikrikarddaniel"
+maintainers:
+  - "@erikrikarddaniel"
diff --git a/modules/nf-core/gappa/examineheattree/environment.yml b/modules/nf-core/gappa/examineheattree/environment.yml
new file mode 100644
index 00000000..a5ee8d48
--- /dev/null
+++ b/modules/nf-core/gappa/examineheattree/environment.yml
@@ -0,0 +1,7 @@
+name: gappa_examineheattree
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::gappa=0.8.0
diff --git a/modules/nf-core/gappa/examineheattree/main.nf b/modules/nf-core/gappa/examineheattree/main.nf
index 5a6105c0..27368f01 100644
--- a/modules/nf-core/gappa/examineheattree/main.nf
+++ b/modules/nf-core/gappa/examineheattree/main.nf
@@ -2,7 +2,7 @@ process GAPPA_EXAMINEHEATTREE {
     tag "$meta.id"
     label 'process_low'
 
-    conda "bioconda::gappa=0.8.0"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/gappa:0.8.0--h9a82719_0':
         'biocontainers/gappa:0.8.0--h9a82719_0' }"
diff --git a/modules/nf-core/gappa/examineheattree/meta.yml b/modules/nf-core/gappa/examineheattree/meta.yml
index badf9719..35e0c1e4 100644
--- a/modules/nf-core/gappa/examineheattree/meta.yml
+++ b/modules/nf-core/gappa/examineheattree/meta.yml
@@ -13,7 +13,6 @@ tools:
       tool_dev_url: "https://github.com/lczech/gappa"
       doi: "10.1093/bioinformatics/btaa070"
       licence: "['GPL v3']"
-
 input:
   - meta:
       type: map
@@ -24,7 +23,6 @@ input:
       type: file
       description: jplace file output from phylogenetic placement, e.g. EPA-NG, gzipped or not
       pattern: "*.{jplace,jplace.gz}"
-
 output:
   - meta:
       type: map
@@ -59,6 +57,7 @@ output:
       type: file
       description: log file from the run
       pattern: "*.log"
-
 authors:
   - "@erikrikarddaniel"
+maintainers:
+  - "@erikrikarddaniel"
diff --git a/modules/nf-core/hmmer/eslalimask/environment.yml b/modules/nf-core/hmmer/eslalimask/environment.yml
new file mode 100644
index 00000000..ed14ff86
--- /dev/null
+++ b/modules/nf-core/hmmer/eslalimask/environment.yml
@@ -0,0 +1,7 @@
+name: hmmer_eslalimask
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::hmmer=3.3.2
diff --git a/modules/nf-core/hmmer/eslalimask/main.nf b/modules/nf-core/hmmer/eslalimask/main.nf
index 83ceae4c..e0290464 100644
--- a/modules/nf-core/hmmer/eslalimask/main.nf
+++ b/modules/nf-core/hmmer/eslalimask/main.nf
@@ -2,7 +2,7 @@ process HMMER_ESLALIMASK {
     tag "$meta.id"
     label 'process_single'
 
-    conda "bioconda::hmmer=3.3.2"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/hmmer:3.3.2--h1b792b2_1':
         'biocontainers/hmmer:3.3.2--h1b792b2_1' }"
diff --git a/modules/nf-core/hmmer/eslalimask/meta.yml b/modules/nf-core/hmmer/eslalimask/meta.yml
index 238c7393..c4a9a4cc 100644
--- a/modules/nf-core/hmmer/eslalimask/meta.yml
+++ b/modules/nf-core/hmmer/eslalimask/meta.yml
@@ -9,97 +9,79 @@ tools:
       description: "Biosequence analysis using profile hidden Markov models"
       homepage: http://hmmer.org/
       documentation: http://hmmer.org/documentation.html
-
       doi: "10.1371/journal.pcbi.1002195"
       licence: ["BSD-3-Clause"]
-
 input:
   - meta:
       type: map
       description: |
         Groovy Map containing sample information
         e.g. [ id:'test' ]
-
   - unmaskedaln:
       type: file
       description: multiple sequence alignment, Stockholm or other formats
       pattern: "*"
-
   - fmask_rf:
       type: val
       description: Flag to output optional file with final mask of non-gap RF len
-
   - fmask_all:
       type: val
       description: Flag to output optional file with final mask of full aln len
-
   - gmask_rf:
       type: val
       description: Flag to output optional file gap-based 0/1 mask of non-gap RF len
-
   - gmask_all:
       type: val
       description: Flag to output optional file gap-based 0/1 mask of full aln len
-
   - pmask_rf:
       type: val
       description: Flag to output optional file with PP-based 0/1 mask of non-gap RF len
-
   - pmask_all:
       type: val
       description: Flag to output optional file with PP-based 0/1 mask of full aln len
-
   - maskfile:
       type: file
       description: mask file, see program documentation
       pattern: "*"
-
 output:
   - meta:
       type: map
       description: |
         Groovy Map containing sample information
         e.g. [ id:'test', single_end:false ]
-
   - versions:
       type: file
       description: File containing software versions
       pattern: "versions.yml"
-
   - maskedaln:
       type: file
       description: Masked alignment in gzipped Stockholm format
       pattern: "*.sthlm.gz"
-
   - fmask_rf:
       type: file
       description: File with final mask of non-gap RF len
       pattern: "*.fmask-rf.gz"
-
   - fmask_all:
       type: file
       description: File with final mask of full aln len
       pattern: "*.fmask-all.gz"
-
   - gmask_rf:
       type: file
       description: File with gap-based 0/1 mask of non-gap RF len
       pattern: "*.gmask-rf.gz"
-
   - gmask_all:
       type: file
       description: File with gap-based 0/1 mask of full aln len
       pattern: "*.gmask-all.gz"
-
   - pmask_rf:
       type: file
       description: File with PP-based 0/1 mask of non-gap RF len
       pattern: "*.pmask-rf.gz"
-
   - pmask_all:
       type: file
       description: File with PP-based 0/1 mask of full aln len
       pattern: "*.pmask-all.gz"
-
 authors:
   - "@erikrikarddaniel"
+maintainers:
+  - "@erikrikarddaniel"
diff --git a/modules/nf-core/hmmer/eslreformat/environment.yml b/modules/nf-core/hmmer/eslreformat/environment.yml
new file mode 100644
index 00000000..a847b7d3
--- /dev/null
+++ b/modules/nf-core/hmmer/eslreformat/environment.yml
@@ -0,0 +1,7 @@
+name: hmmer_eslreformat
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::hmmer=3.3.2
diff --git a/modules/nf-core/hmmer/eslreformat/main.nf b/modules/nf-core/hmmer/eslreformat/main.nf
index fd675b79..ffac9117 100644
--- a/modules/nf-core/hmmer/eslreformat/main.nf
+++ b/modules/nf-core/hmmer/eslreformat/main.nf
@@ -2,7 +2,7 @@ process HMMER_ESLREFORMAT {
     tag "$meta.id"
     label 'process_single'
 
-    conda "bioconda::hmmer=3.3.2"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/hmmer:3.3.2--h1b792b2_1':
         'biocontainers/hmmer:3.3.2--h1b792b2_1' }"
diff --git a/modules/nf-core/hmmer/eslreformat/meta.yml b/modules/nf-core/hmmer/eslreformat/meta.yml
index 05ff04a9..7e530d59 100644
--- a/modules/nf-core/hmmer/eslreformat/meta.yml
+++ b/modules/nf-core/hmmer/eslreformat/meta.yml
@@ -7,10 +7,8 @@ tools:
       description: "Biosequence analysis using profile hidden Markov models"
       homepage: http://hmmer.org/
       documentation: http://hmmer.org/documentation.html
-
       doi: "10.1371/journal.pcbi.1002195"
       licence: ["BSD-3-Clause"]
-
 input:
   - meta:
       type: map
@@ -21,7 +19,6 @@ input:
       type: file
       description: Sequences, aligned or not, in any supported format
       pattern: "*"
-
 output:
   - meta:
       type: map
@@ -36,6 +33,7 @@ output:
       type: file
       description: Reformated sequence file
       pattern: "*.*.gz"
-
 authors:
   - "@erikrikarddaniel"
+maintainers:
+  - "@erikrikarddaniel"
diff --git a/modules/nf-core/hmmer/hmmalign/environment.yml b/modules/nf-core/hmmer/hmmalign/environment.yml
new file mode 100644
index 00000000..9fa6bdaf
--- /dev/null
+++ b/modules/nf-core/hmmer/hmmalign/environment.yml
@@ -0,0 +1,7 @@
+name: hmmer_hmmalign
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::hmmer=3.3.2
diff --git a/modules/nf-core/hmmer/hmmalign/main.nf b/modules/nf-core/hmmer/hmmalign/main.nf
index 74e7ee02..00ae8da2 100644
--- a/modules/nf-core/hmmer/hmmalign/main.nf
+++ b/modules/nf-core/hmmer/hmmalign/main.nf
@@ -2,7 +2,7 @@ process HMMER_HMMALIGN {
     tag "$meta.id"
     label 'process_single'
 
-    conda "bioconda::hmmer=3.3.2"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/hmmer:3.3.2--h1b792b2_1' :
         'biocontainers/hmmer:3.3.2--h1b792b2_1' }"
diff --git a/modules/nf-core/hmmer/hmmalign/meta.yml b/modules/nf-core/hmmer/hmmalign/meta.yml
index df1bd37e..c1ac8f40 100644
--- a/modules/nf-core/hmmer/hmmalign/meta.yml
+++ b/modules/nf-core/hmmer/hmmalign/meta.yml
@@ -7,10 +7,8 @@ tools:
       description: Biosequence analysis using profile hidden Markov models
       homepage: http://hmmer.org/
       documentation: http://hmmer.org/documentation.html
-
       doi: "10.1371/journal.pcbi.1002195"
       licence: ["BSD-3-Clause"]
-
 input:
   - meta:
       type: map
@@ -25,7 +23,6 @@ input:
       type: file
       description: A gzipped HMM file
       pattern: "*.hmm.gz"
-
 output:
   - meta:
       type: map
@@ -40,7 +37,9 @@ output:
       type: file
       description: Multiple alignment in gzipped Stockholm format
       pattern: "*.sthlm.gz"
-
 authors:
   - "@erikrikarddaniel"
   - "@jfy133"
+maintainers:
+  - "@erikrikarddaniel"
+  - "@jfy133"
diff --git a/modules/nf-core/hmmer/hmmbuild/environment.yml b/modules/nf-core/hmmer/hmmbuild/environment.yml
new file mode 100644
index 00000000..1957ad5c
--- /dev/null
+++ b/modules/nf-core/hmmer/hmmbuild/environment.yml
@@ -0,0 +1,7 @@
+name: hmmer_hmmbuild
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::hmmer=3.3.2
diff --git a/modules/nf-core/hmmer/hmmbuild/main.nf b/modules/nf-core/hmmer/hmmbuild/main.nf
index 1cbe6c95..3e3022fe 100644
--- a/modules/nf-core/hmmer/hmmbuild/main.nf
+++ b/modules/nf-core/hmmer/hmmbuild/main.nf
@@ -2,7 +2,7 @@ process HMMER_HMMBUILD {
     tag "$meta.id"
     label 'process_low'
 
-    conda "bioconda::hmmer=3.3.2"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/hmmer:3.3.2--h87f3376_2':
         'biocontainers/hmmer:3.3.2--h1b792b2_1' }"
diff --git a/modules/nf-core/hmmer/hmmbuild/meta.yml b/modules/nf-core/hmmer/hmmbuild/meta.yml
index 77af69cf..4bf6b1cf 100644
--- a/modules/nf-core/hmmer/hmmbuild/meta.yml
+++ b/modules/nf-core/hmmer/hmmbuild/meta.yml
@@ -14,7 +14,6 @@ tools:
       tool_dev_url: "https://github.com/EddyRivasLab/hmmer"
       doi: "10.1371/journal.pcbi.1002195"
       licence: "['BSD']"
-
 input:
   - meta:
       type: map
@@ -29,7 +28,6 @@ input:
       type: file
       description: read substitution score matrix, for use when building profiles from single sequences (--singlemx option)
       pattern: "*"
-
 output:
   - versions:
       type: file
@@ -39,6 +37,7 @@ output:
       type: file
       description: Gzipped HMM file
       pattern: "*.{hmm.gz}"
-
 authors:
   - "@erikrikarddaniel"
+maintainers:
+  - "@erikrikarddaniel"
diff --git a/subworkflows/nf-core/fasta_newick_epang_gappa/meta.yml b/subworkflows/nf-core/fasta_newick_epang_gappa/meta.yml
index 60002c82..e458915e 100644
--- a/subworkflows/nf-core/fasta_newick_epang_gappa/meta.yml
+++ b/subworkflows/nf-core/fasta_newick_epang_gappa/meta.yml
@@ -96,3 +96,5 @@ output:
       pattern: "versions.yml"
 authors:
   - "@erikrikarddaniel"
+maintainers:
+  - "@erikrikarddaniel"

From bbd5518a4af91b970f9205f30ea64ea466f93470 Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Fri, 2 Feb 2024 08:44:44 +0100
Subject: [PATCH 009/101] fix README badges

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

diff --git a/README.md b/README.md
index ce07b1cb..8319fe0b 100644
--- a/README.md
+++ b/README.md
@@ -4,6 +4,7 @@
     <img alt="nf-core/ampliseq" src="docs/images/nf-core-ampliseq_logo_light.png">
   </picture>
 </h1>
+
 [![GitHub Actions CI Status](https://github.com/nf-core/ampliseq/workflows/nf-core%20CI/badge.svg)](https://github.com/nf-core/ampliseq/actions?query=workflow%3A%22nf-core+CI%22)
 [![GitHub Actions Linting Status](https://github.com/nf-core/ampliseq/workflows/nf-core%20linting/badge.svg)](https://github.com/nf-core/ampliseq/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/ampliseq/results)

From 37bf03f345a0409e698805a426a3d4beb9759a0c Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Mon, 5 Feb 2024 09:35:22 +0100
Subject: [PATCH 010/101] update CHANGELOG

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

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7414f250..69df6f4d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -11,7 +11,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Fixed`
 
-- [#697](https://github.com/nf-core/ampliseq/pull/697) - Template update for nf-core/tools version 2.12
+- [#697](https://github.com/nf-core/ampliseq/pull/697),[#698](https://github.com/nf-core/ampliseq/pull/698) - Template update for nf-core/tools version 2.12
 
 ### `Dependencies`
 

From effb0483f6ef26786347f53c201645cf08c44979 Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Mon, 5 Feb 2024 09:38:08 +0100
Subject: [PATCH 011/101] fix typo

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

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 69df6f4d..d2b3fc94 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -11,7 +11,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Fixed`
 
-- [#697](https://github.com/nf-core/ampliseq/pull/697),[#698](https://github.com/nf-core/ampliseq/pull/698) - Template update for nf-core/tools version 2.12
+- [#697](https://github.com/nf-core/ampliseq/pull/697),[#699](https://github.com/nf-core/ampliseq/pull/699) - Template update for nf-core/tools version 2.12
 
 ### `Dependencies`
 

From 376c2de614ea04a05adbf746ab610e138e8e7ed4 Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Mon, 5 Feb 2024 10:38:11 +0100
Subject: [PATCH 012/101] add --save_intermediates

---
 CHANGELOG.md                              |  2 +
 conf/modules.config                       | 52 ++++++++++++++++++-----
 modules/local/qiime2_alphararefaction.nf  |  1 +
 modules/local/qiime2_diversity_adonis.nf  |  1 +
 modules/local/qiime2_diversity_alpha.nf   |  1 +
 modules/local/qiime2_diversity_beta.nf    |  1 +
 modules/local/qiime2_diversity_betaord.nf |  1 +
 nextflow.config                           |  1 +
 nextflow_schema.json                      |  6 +++
 9 files changed, 55 insertions(+), 11 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7414f250..c3a338b6 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Added`
 
+- [#700](https://github.com/nf-core/ampliseq/pull/700) - Optional `--save_intermediates` to publish QIIME2 data objects (.qza) and visualisation objects (.qzv)
+
 ### `Changed`
 
 ### `Fixed`
diff --git a/conf/modules.config b/conf/modules.config
index 7b28c7e9..b159d8d0 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -664,10 +664,10 @@ process {
 
     withName: 'QIIME2_INASV_BPAVG' {
         publishDir = [
-            path: { "${params.outdir}/qiime2/input" },
+            path: { "${params.outdir}/qiime2/barplot_average" },
             mode: params.publish_dir_mode,
             pattern: "*.qza",
-            enabled: false
+            enabled: params.save_intermediates
         ]
     }
 
@@ -758,25 +758,55 @@ process {
 
     withName: QIIME2_ALPHARAREFACTION {
         publishDir = [
-            path: { "${params.outdir}/qiime2" },
-            mode: params.publish_dir_mode,
-            saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
+            [
+                path: { "${params.outdir}/qiime2" },
+                mode: params.publish_dir_mode,
+                saveAs: { filename -> filename.equals('versions.yml') || filename.endsWith('.qzv') ? null : filename }
+            ],
+            [
+                path: { "${params.outdir}/qiime2/alpha-rarefaction" },
+                mode: params.publish_dir_mode,
+                pattern: "*.qzv",
+                enabled: params.save_intermediates
+            ]
         ]
     }
 
     withName: 'QIIME2_DIVERSITY_CORE|QIIME2_DIVERSITY_ALPHA|QIIME2_DIVERSITY_BETA|QIIME2_DIVERSITY_BETAORD' {
         publishDir = [
-            path: { "${params.outdir}/qiime2/diversity" },
-            mode: params.publish_dir_mode,
-            saveAs: { filename -> filename.equals('versions.yml') || filename.endsWith('.qza') ? null : filename }
+            [
+                path: { "${params.outdir}/qiime2/diversity" },
+                mode: params.publish_dir_mode,
+                saveAs: { filename -> filename.equals('versions.yml') || filename.endsWith('.qza') || filename.endsWith('.qzv') ? null : filename }
+            ],
+            [
+                path: { "${params.outdir}/qiime2/diversity/qza_qzv" },
+                mode: params.publish_dir_mode,
+                pattern: "*{.qza,.qzv}",
+                enabled: params.save_intermediates
+            ],
+            [
+                path: { "${params.outdir}/qiime2/diversity/qza_qzv" },
+                mode: params.publish_dir_mode,
+                saveAs: { filename -> filename.endsWith('.qza') ? filename : null },
+                enabled: params.save_intermediates
+            ]
         ]
     }
 
     withName: QIIME2_DIVERSITY_ADONIS {
         publishDir = [
-            path: { "${params.outdir}/qiime2/diversity/beta_diversity" },
-            mode: params.publish_dir_mode,
-            saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
+            [
+                path: { "${params.outdir}/qiime2/diversity/beta_diversity" },
+                mode: params.publish_dir_mode,
+                saveAs: { filename -> filename.equals('versions.yml') || filename.endsWith('.qzv') ? null : filename }
+            ],
+            [
+                path: { "${params.outdir}/qiime2/diversity/beta_diversity/adonis" },
+                mode: params.publish_dir_mode,
+                pattern: "*.qzv",
+                enabled: params.save_intermediates
+            ]
         ]
     }
 
diff --git a/modules/local/qiime2_alphararefaction.nf b/modules/local/qiime2_alphararefaction.nf
index 23dfe602..d5313174 100644
--- a/modules/local/qiime2_alphararefaction.nf
+++ b/modules/local/qiime2_alphararefaction.nf
@@ -11,6 +11,7 @@ process QIIME2_ALPHARAREFACTION {
 
     output:
     path("alpha-rarefaction/*"), emit: rarefaction
+    path("*.qzv")              , emit: qzv
     path "versions.yml"        , emit: versions
 
     when:
diff --git a/modules/local/qiime2_diversity_adonis.nf b/modules/local/qiime2_diversity_adonis.nf
index 0672aa4f..946a0512 100644
--- a/modules/local/qiime2_diversity_adonis.nf
+++ b/modules/local/qiime2_diversity_adonis.nf
@@ -9,6 +9,7 @@ process QIIME2_DIVERSITY_ADONIS {
 
     output:
     path("adonis/*")     , emit: html
+    path("*.qzv")        , emit: qzv
     path "versions.yml"  , emit: versions
 
     when:
diff --git a/modules/local/qiime2_diversity_alpha.nf b/modules/local/qiime2_diversity_alpha.nf
index 743ed518..ba755d51 100644
--- a/modules/local/qiime2_diversity_alpha.nf
+++ b/modules/local/qiime2_diversity_alpha.nf
@@ -9,6 +9,7 @@ process QIIME2_DIVERSITY_ALPHA {
 
     output:
     path("alpha_diversity/*"), emit: alpha
+    path("*.qzv")            , emit: qzv
     path "versions.yml"      , emit: versions
 
     when:
diff --git a/modules/local/qiime2_diversity_beta.nf b/modules/local/qiime2_diversity_beta.nf
index c48b6b4c..eef3cdf2 100644
--- a/modules/local/qiime2_diversity_beta.nf
+++ b/modules/local/qiime2_diversity_beta.nf
@@ -9,6 +9,7 @@ process QIIME2_DIVERSITY_BETA {
 
     output:
     path("beta_diversity/*"), emit: beta
+    path("*.qzv")           , emit: qzv
     path "versions.yml"     , emit: versions
 
     when:
diff --git a/modules/local/qiime2_diversity_betaord.nf b/modules/local/qiime2_diversity_betaord.nf
index 658cf765..9e54b544 100644
--- a/modules/local/qiime2_diversity_betaord.nf
+++ b/modules/local/qiime2_diversity_betaord.nf
@@ -9,6 +9,7 @@ process QIIME2_DIVERSITY_BETAORD {
 
     output:
     path("beta_diversity/*"), emit: beta
+    path("*.qzv")           , emit: qzv
     path "versions.yml"     , emit: versions
 
     when:
diff --git a/nextflow.config b/nextflow.config
index b65af8c8..84a11fc6 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -22,6 +22,7 @@ params {
     metadata                   = null
 
     // Other options
+    save_intermediates= false
     trunc_qmin        = 25
     trunc_rmin        = 0.75
     trunclenf         = null
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 938690d4..84e95739 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -57,6 +57,12 @@
                     "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"
                 },
+                "save_intermediates": {
+                    "type": "boolean",
+                    "default": 100,
+                    "description": "Save intermediate results such as QIIME2's qza and qzv files",
+                    "fa_icon": "fas fa-folder-open"
+                },
                 "email": {
                     "type": "string",
                     "description": "Email address for completion summary.",

From 5fa1d1d036eeae5c90e4231691933975457fb0e7 Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Mon, 5 Feb 2024 13:38:16 +0100
Subject: [PATCH 013/101] fix unused line

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

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 84e95739..efa73e92 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -59,7 +59,6 @@
                 },
                 "save_intermediates": {
                     "type": "boolean",
-                    "default": 100,
                     "description": "Save intermediate results such as QIIME2's qza and qzv files",
                     "fa_icon": "fas fa-folder-open"
                 },

From 117e4263e6c20c24daee0abe5faa0781cba44de3 Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Mon, 5 Feb 2024 16:26:36 +0100
Subject: [PATCH 014/101] move primers to meta map

---
 assets/schema_input_multiregion.json    | 37 +++++++++++++++++++++
 conf/modules.config                     | 43 +++++++++----------------
 lib/WorkflowAmpliseq.groovy             |  9 ++++++
 nextflow.config                         |  1 +
 nextflow_schema.json                    |  8 +++++
 subworkflows/local/dada2_taxonomy_wf.nf |  2 ++
 subworkflows/local/parse_input.nf       |  8 +++++
 workflows/ampliseq.nf                   | 23 +++++++++++++
 8 files changed, 104 insertions(+), 27 deletions(-)
 create mode 100644 assets/schema_input_multiregion.json

diff --git a/assets/schema_input_multiregion.json b/assets/schema_input_multiregion.json
new file mode 100644
index 00000000..1d49f373
--- /dev/null
+++ b/assets/schema_input_multiregion.json
@@ -0,0 +1,37 @@
+{
+    "$schema": "http://json-schema.org/draft-07/schema",
+    "$id": "https://raw.githubusercontent.com/nf-core/ampliseq/master/assets/schema_input_multiregion.json",
+    "title": "nf-core/ampliseq pipeline - params.input_multiregion schema",
+    "description": "Schema for the file provided with params.input_multiregion",
+    "type": "array",
+    "items": {
+        "type": "object",
+        "properties": {
+            "region": {
+                "type": "string",
+                "pattern": "^\\S+$",
+                "unique": true,
+                "errorMessage": "Region name is mandatory, cannot contain spaces, and must be unique",
+                "meta": ["region"]
+            },
+            "FW_primer": {
+                "type": "string",
+                "pattern": "^[ATUGCYRSWKMBDHVN]*$",
+                "errorMessage": "FW_primer must be provided and may contain only uppercase nucleotide IUPAC code [ATUGCYRSWKMBDHVN]",
+                "meta": ["fw_primer"]
+            },
+            "RV_primer": {
+                "type": "string",
+                "pattern": "^[ATUGCYRSWKMBDHVN]*$",
+                "errorMessage": "RV_primer must be provided and may contain only uppercase nucleotide IUPAC code [ATUGCYRSWKMBDHVN]",
+                "meta": ["rv_primer"]
+            },
+            "region_length": {
+                "type": "integer",
+                "errorMessage": "Length of region must be an integer",
+                "meta": ["region_length"]
+            }
+        },
+        "required": ["region", "FW_primer", "RV_primer", "length"]
+    }
+}
diff --git a/conf/modules.config b/conf/modules.config
index 7b28c7e9..a87270f9 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -10,17 +10,6 @@
 ----------------------------------------------------------------------------------------
 */
 
-//prepare reverse complement primers to remove those in PacBio, IonTorrent and Illumina read-through cutadapt steps
-// Get the complement of a DNA sequence
-// Complement table taken from http://arep.med.harvard.edu/labgc/adnan/projects/Utilities/revcomp.html
-def make_complement(String seq) {
-    def complements = [ A:'T', T:'A', U:'A', G:'C', C:'G', Y:'R', R:'Y', S:'S', W:'W', K:'M', M:'K', B:'V', D:'H', H:'D', V:'B', N:'N' ]
-    comp = seq.toUpperCase().collect { base -> complements[ base ] ?: 'X' }.join()
-    return comp
-}
-FW_primer_RevComp = make_complement ( "${params.FW_primer}".reverse() )
-RV_primer_RevComp = make_complement ( "${params.RV_primer}".reverse() )
-
 process {
 
     publishDir = [
@@ -49,16 +38,16 @@ process {
     }
 
     withName: CUTADAPT_BASIC {
-        ext.args = [
+        ext.args = { [
             "--minimum-length 1",
             "-O ${params.cutadapt_min_overlap}",
             "-e ${params.cutadapt_max_error_rate}",
-            params.pacbio ? "--rc -g ${params.FW_primer}...${RV_primer_RevComp}" :
-                params.iontorrent ? "--rc -g ${params.FW_primer}...${RV_primer_RevComp}" :
-                params.single_end ? "-g ${params.FW_primer}" :
-                "-g ${params.FW_primer} -G ${params.RV_primer}",
+            params.pacbio ? "--rc -g ${meta.fw_primer}...${meta.rv_primer_revcomp}" :
+                params.iontorrent ? "--rc -g ${meta.fw_primer}...${meta.rv_primer_revcomp}" :
+                params.single_end ? "-g ${meta.fw_primer}" :
+                "-g ${meta.fw_primer} -G ${meta.rv_primer}",
             params.retain_untrimmed ? '' : "--discard-untrimmed"
-        ].join(' ').trim()
+        ].join(' ').trim() }
         ext.prefix = { "${meta.id}.trimmed" }
         publishDir = [
             path: { "${params.outdir}/cutadapt" },
@@ -68,12 +57,12 @@ process {
     }
 
     withName: CUTADAPT_READTHROUGH {
-        ext.args = [
+        ext.args = { [
             "--minimum-length 1",
             "-O ${params.cutadapt_min_overlap}",
             "-e ${params.cutadapt_max_error_rate}",
-            "-a ${RV_primer_RevComp} -A ${FW_primer_RevComp}"
-        ].join(' ').trim()
+            "-a ${meta.rv_primer_revcomp} -A ${meta.fw_primer_revcomp}"
+        ].join(' ').trim() }
         ext.prefix = { "${meta.id}.read-through" }
         publishDir = [
             path: { "${params.outdir}/cutadapt" },
@@ -83,15 +72,15 @@ process {
     }
 
     withName: CUTADAPT_DOUBLEPRIMER {
-        ext.args = [
+        ext.args = { [
             "--discard-trimmed --minimum-length 1",
             "-O ${params.cutadapt_min_overlap}",
             "-e ${params.cutadapt_max_error_rate}",
-            params.pacbio ? "--rc -g ${params.FW_primer}...${RV_primer_RevComp}" :
-                params.iontorrent ? "--rc -g ${params.FW_primer}...${RV_primer_RevComp}" :
-                params.single_end ? "-g ${params.FW_primer}" :
-                "-g ${params.FW_primer} -G ${params.RV_primer}"
-        ].join(' ').trim()
+            params.pacbio ? "--rc -g ${meta.fw_primer}...${meta.rv_primer_revcomp}" :
+                params.iontorrent ? "--rc -g ${meta.fw_primer}...${meta.rv_primer_revcomp}" :
+                params.single_end ? "-g ${meta.fw_primer}" :
+                "-g ${meta.fw_primer} -G ${meta.rv_primer}"
+        ].join(' ').trim() }
         ext.prefix = { "${meta.id}.double-primer" }
         publishDir = [
             path: { "${params.outdir}/cutadapt" },
@@ -101,7 +90,7 @@ process {
     }
 
     withName: CUTADAPT_TAXONOMY {
-        ext.args = "--discard-untrimmed --minimum-length 1 -g ${params.FW_primer}...${RV_primer_RevComp}"
+        ext.args = { "--discard-untrimmed --minimum-length 1 -g ${meta.fw_primer}...${meta.rv_primer_revcomp}" }
         publishDir = [
             path: { "${params.outdir}/cutadapt" },
             mode: params.publish_dir_mode,
diff --git a/lib/WorkflowAmpliseq.groovy b/lib/WorkflowAmpliseq.groovy
index 25db3ed6..3c5cc34b 100755
--- a/lib/WorkflowAmpliseq.groovy
+++ b/lib/WorkflowAmpliseq.groovy
@@ -133,6 +133,15 @@ class WorkflowAmpliseq {
         }
     }
 
+    //
+    // Prepare complement sequence - ultimately to make reverse complement primers
+    // Complement table taken from http://arep.med.harvard.edu/labgc/adnan/projects/Utilities/revcomp.html
+    public static String makeComplement(seq) {
+        def complements = [ A:'T', T:'A', U:'A', G:'C', C:'G', Y:'R', R:'Y', S:'S', W:'W', K:'M', M:'K', B:'V', D:'H', H:'D', V:'B', N:'N' ]
+        def comp = seq.toUpperCase().collect { base -> complements[ base ] ?: 'X' }.join()
+        return comp
+    }
+
     //
     // Get workflow summary for MultiQC
     //
diff --git a/nextflow.config b/nextflow.config
index b65af8c8..fb616da7 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -13,6 +13,7 @@ params {
     input                      = null
     input_fasta                = null
     input_folder               = null
+    input_multiregion          = null
     extension                  = "/*_R{1,2}_001.fastq.gz"
     pacbio                     = false
     iontorrent                 = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 938690d4..c5d3dce8 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -51,6 +51,14 @@
                     "help_text": "This is optional, but for performing downstream analysis such as barplots, diversity indices or differential abundance testing, a metadata file is essential.\n\nRelated parameter:\n- `--metadata_category` (optional) to choose columns that are used for testing significance\n\nFor example:\n\n```bash\n--metadata \"path/to/metadata.tsv\"\n```\n\nPlease note the following requirements:\n\n1. The path must be enclosed in quotes\n2. The metadata file has to follow the QIIME2 specifications (https://docs.qiime2.org/2021.2/tutorials/metadata/)\n\nThe first column in the tab-separated metadata file is the sample identifier column (required header: `ID`) and defines the sample or feature IDs associated with your study. In addition to the sample identifier column, the metadata file is required to have at least one column with multiple different non-numeric values but not all unique.\n**NB**: without additional columns there might be no groupings for the downstream analyses.\n\nSample identifiers should be 36 characters long or less, and also contain only ASCII alphanumeric characters (i.e. in the range of [a-z], [A-Z], or [0-9]), or the dash (-) character. For downstream analysis, by default all numeric columns, blanks or NA are removed, and only columns with multiple different values but not all unique are selected.\n\nThe columns which are to be assessed can be specified by `--metadata_category`. If `--metadata_category` isn't specified than all columns that fit the specification are automatically chosen.",
                     "fa_icon": "fas fa-file-csv"
                 },
+                "input_multiregion": {
+                    "type": "string",
+                    "mimetype": "text/tsv",
+                    "fa_icon": "fas fa-dna",
+                    "description": "Path to tab-separated multi region sheet",
+                    "help_text": "Path to multi region sheet, either tab-separated (.tsv), comma-separated (.csv), or in YAML format (.yml/.yaml).",
+                    "schema": "assets/schema_input_multiregion.json"
+                },
                 "outdir": {
                     "type": "string",
                     "format": "directory-path",
diff --git a/subworkflows/local/dada2_taxonomy_wf.nf b/subworkflows/local/dada2_taxonomy_wf.nf
index 9aa64145..52c1760d 100644
--- a/subworkflows/local/dada2_taxonomy_wf.nf
+++ b/subworkflows/local/dada2_taxonomy_wf.nf
@@ -38,6 +38,8 @@ workflow DADA2_TAXONOMY_WF {
                     def meta = [:]
                     meta.single_end = true
                     meta.id = "assignTaxonomy"
+                    meta.fw_primer = params.FW_primer
+                    meta.rv_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.RV_primer}".reverse() )
                     [ meta, db ] }
             .set { ch_assigntax }
         CUTADAPT_TAXONOMY ( ch_assigntax ).reads
diff --git a/subworkflows/local/parse_input.nf b/subworkflows/local/parse_input.nf
index ae134ae9..3900894b 100644
--- a/subworkflows/local/parse_input.nf
+++ b/subworkflows/local/parse_input.nf
@@ -25,6 +25,10 @@ workflow PARSE_INPUT {
                     def meta = [:]
                     meta.id           = read.baseName.toString().indexOf("_") != -1 ? read.baseName.toString().take(read.baseName.toString().indexOf("_")) : read.baseName
                     meta.single_end   = single_end.toBoolean()
+                    meta.fw_primer = params.FW_primer
+                    meta.rv_primer = params.RV_primer
+                    meta.fw_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.FW_primer}".reverse() )
+                    meta.rv_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.RV_primer}".reverse() )
                     meta.run          = multiple_sequencing_runs ? read.take(read.findLastIndexOf{"/"})[-1] : "1"
                     [ meta, read ] }
             .set { ch_reads }
@@ -37,6 +41,10 @@ workflow PARSE_INPUT {
                     def meta = [:]
                     meta.id           = name.toString().indexOf("_") != -1 ? name.toString().take(name.toString().indexOf("_")) : name
                     meta.single_end   = single_end.toBoolean()
+                    meta.fw_primer = params.FW_primer
+                    meta.rv_primer = params.RV_primer
+                    meta.fw_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.FW_primer}".reverse() )
+                    meta.rv_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.RV_primer}".reverse() )
                     meta.run          = multiple_sequencing_runs ? reads[0].take(reads[0].findLastIndexOf{"/"})[-1] : "1"
                     [ meta, reads ] }
             .set { ch_reads }
diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index 10039eda..38c226b8 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -272,6 +272,29 @@ workflow AMPLISEQ {
                 if ( !meta.single_end && ( readfw.getSimpleName() == meta.id || readrv.getSimpleName() == meta.id ) ) { error("Entry `sampleID` cannot be identical to simple name of `forwardReads` or `reverseReads`, please change `sampleID` in $params.input for sample $meta.id") } // sample name and any file name without extensions arent identical, because rename_raw_data_files.nf would forward 3 files (2 renamed +1 input) instead of 2 in that case
                 if ( meta.single_end && ( readfw.getSimpleName() == meta.id+"_1" || readfw.getSimpleName() == meta.id+"_2" ) ) { error("Entry `sampleID`+ `_1` or `_2` cannot be identical to simple name of `forwardReads`, please change `sampleID` in $params.input for sample $meta.id") } // sample name and file name without extensions arent identical, because rename_raw_data_files.nf would forward 2 files (1 renamed +1 input) instead of 1 in that case
                 return [meta, reads] }
+        if ( params.input_multiregion ) {
+            // is multiple region analysis
+            ch_input_reads
+                //make here: .combine( Channel.fromSamplesheet("input_multiregion") )
+                //then add the primer info to meta map
+                //then retain sample id as sample name, to combine samples later: meta.sample = meta.id
+                //then rename samples: meta.id = meta.id + "_" + meta.fw_primer + "_" + meta.rv_primer
+                .map{ meta, reads ->
+                    meta.fw_primer = params.FW_primer
+                    meta.rv_primer = params.RV_primer
+                    meta.fw_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.FW_primer}".reverse() )
+                    meta.rv_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.RV_primer}".reverse() )
+                    return [ meta, reads ] }
+        } else {
+            // is single region
+            ch_input_reads
+                .map{ meta, reads ->
+                    meta.fw_primer = params.FW_primer
+                    meta.rv_primer = params.RV_primer
+                    meta.fw_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.FW_primer}".reverse() )
+                    meta.rv_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.RV_primer}".reverse() )
+                    return [ meta, reads ] }
+        }
     } else if ( params.input_fasta ) {
         ch_input_fasta = Channel.fromPath(params.input_fasta, checkIfExists: true)
     } else if ( params.input_folder ) {

From 739ccbdefa83d465034c0985b6675afb527a77da Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Tue, 6 Feb 2024 10:13:27 +0100
Subject: [PATCH 015/101] apply harshil alignment

---
 nextflow.config | 106 ++++++++++++++++++++++++------------------------
 1 file changed, 53 insertions(+), 53 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index 84a11fc6..f9a659c0 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -22,59 +22,59 @@ params {
     metadata                   = null
 
     // Other options
-    save_intermediates= false
-    trunc_qmin        = 25
-    trunc_rmin        = 0.75
-    trunclenf         = null
-    trunclenr         = null
-    max_ee            = 2
-    max_len           = null
-    ignore_failed_filtering = false
-    min_len           = 50
-    metadata_category = null
-    metadata_category_barplot = null
-    double_primer     = false
-    retain_untrimmed  = false
-    cutadapt_min_overlap = 3
-    cutadapt_max_error_rate = 0.1
-    exclude_taxa      = "mitochondria,chloroplast"
-    min_frequency     = 1
-    min_samples       = 1
-    multiple_sequencing_runs = false
-    single_end        = false
-    sample_inference  = "independent"
-    illumina_novaseq  = false
-    illumina_pe_its   = false
-    concatenate_reads = false
-    cut_its           = "none"
-    its_partial       = 0
-    picrust           = false
-    sbdiexport        = false
-    addsh             = false
-    tax_agglom_min    = 2
-    tax_agglom_max    = 6
-    min_read_counts   = 1
-    ignore_failed_trimming = false
-    ignore_empty_input_files = false
-    qiime_adonis_formula = null
-    seed              = 100
-    filter_ssu        = null
-    min_len_asv       = null
-    max_len_asv       = null
-    filter_codons     = null
-    orf_start         = 1
-    orf_end           = null
-    stop_codons       = "TAA,TAG"
-    pplace_tree       = null
-    pplace_aln        = null
-    pplace_model      = null
-    pplace_alnmethod  = 'hmmer'
-    pplace_taxonomy   = null
-    pplace_name       = null
-    diversity_rarefaction_depth  = 500
-    ancom_sample_min_count = 1
-    vsearch_cluster   = null
-    vsearch_cluster_id= 0.97
+    save_intermediates         = false
+    trunc_qmin                 = 25
+    trunc_rmin                 = 0.75
+    trunclenf                  = null
+    trunclenr                  = null
+    max_ee                     = 2
+    max_len                    = null
+    ignore_failed_filtering    = false
+    min_len                    = 50
+    metadata_category          = null
+    metadata_category_barplot  = null
+    double_primer              = false
+    retain_untrimmed           = false
+    cutadapt_min_overlap       = 3
+    cutadapt_max_error_rate    = 0.1
+    exclude_taxa               = "mitochondria,chloroplast"
+    min_frequency              = 1
+    min_samples                = 1
+    multiple_sequencing_runs   = false
+    single_end                 = false
+    sample_inference           = "independent"
+    illumina_novaseq           = false
+    illumina_pe_its            = false
+    concatenate_reads          = false
+    cut_its                    = "none"
+    its_partial                = 0
+    picrust                    = false
+    sbdiexport                 = false
+    addsh                      = false
+    tax_agglom_min             = 2
+    tax_agglom_max             = 6
+    min_read_counts            = 1
+    ignore_failed_trimming     = false
+    ignore_empty_input_files   = false
+    qiime_adonis_formula       = null
+    seed                       = 100
+    filter_ssu                 = null
+    min_len_asv                = null
+    max_len_asv                = null
+    filter_codons              = null
+    orf_start                  = 1
+    orf_end                    = null
+    stop_codons                = "TAA,TAG"
+    pplace_tree                = null
+    pplace_aln                 = null
+    pplace_model               = null
+    pplace_alnmethod           = 'hmmer'
+    pplace_taxonomy            = null
+    pplace_name                = null
+    diversity_rarefaction_depth= 500
+    ancom_sample_min_count     = 1
+    vsearch_cluster            = null
+    vsearch_cluster_id         = 0.97
 
     // Report options
     report_template   = "${projectDir}/assets/report_template.Rmd"

From 3f1637630e40aeda025b15229fe463d62fe4ce35 Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Tue, 6 Feb 2024 16:25:06 +0100
Subject: [PATCH 016/101] process regions with --input_mutiregion

---
 assets/schema_input.json                  |  2 +-
 assets/schema_input_multiregion.json      | 12 ++---
 conf/modules.config                       |  7 +++
 lib/WorkflowAmpliseq.groovy               |  2 +-
 modules/local/dada2_denoising.nf          | 19 ++++----
 modules/local/dada2_err.nf                | 29 ++++++------
 modules/local/dada2_rmchimera.nf          |  3 +-
 modules/local/dada2_stats.nf              |  9 ++--
 subworkflows/local/dada2_preprocessing.nf | 30 +++++--------
 subworkflows/local/parse_input.nf         | 20 +++------
 workflows/ampliseq.nf                     | 54 +++++++++++++----------
 11 files changed, 94 insertions(+), 93 deletions(-)

diff --git a/assets/schema_input.json b/assets/schema_input.json
index 8a016da6..89e9740b 100644
--- a/assets/schema_input.json
+++ b/assets/schema_input.json
@@ -12,7 +12,7 @@
                 "pattern": "^[a-zA-Z][a-zA-Z0-9_]+$",
                 "unique": true,
                 "errorMessage": "Unique sample ID must be provided: Must start with a letter, and can only contain letters, numbers or underscores; Regex: '^[a-zA-Z][a-zA-Z0-9_]+$'",
-                "meta": ["id"]
+                "meta": ["sample"]
             },
             "forwardReads": {
                 "type": "string",
diff --git a/assets/schema_input_multiregion.json b/assets/schema_input_multiregion.json
index 1d49f373..2c991e3d 100644
--- a/assets/schema_input_multiregion.json
+++ b/assets/schema_input_multiregion.json
@@ -14,6 +14,11 @@
                 "errorMessage": "Region name is mandatory, cannot contain spaces, and must be unique",
                 "meta": ["region"]
             },
+            "region_length": {
+                "type": "integer",
+                "errorMessage": "Length of region must be an integer",
+                "meta": ["region_length"]
+            },
             "FW_primer": {
                 "type": "string",
                 "pattern": "^[ATUGCYRSWKMBDHVN]*$",
@@ -25,13 +30,8 @@
                 "pattern": "^[ATUGCYRSWKMBDHVN]*$",
                 "errorMessage": "RV_primer must be provided and may contain only uppercase nucleotide IUPAC code [ATUGCYRSWKMBDHVN]",
                 "meta": ["rv_primer"]
-            },
-            "region_length": {
-                "type": "integer",
-                "errorMessage": "Length of region must be an integer",
-                "meta": ["region_length"]
             }
         },
-        "required": ["region", "FW_primer", "RV_primer", "length"]
+        "required": ["region", "region_length", "FW_primer", "RV_primer"]
     }
 }
diff --git a/conf/modules.config b/conf/modules.config
index a4fc0911..eb1f8d93 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -177,6 +177,7 @@ process {
 
     withName: DADA2_ERR {
         ext.seed = "${params.seed}"
+        ext.prefix = { meta.region ? "region-${meta.region}_run-${meta.run}" : "${meta.run}" }
         ext.args = [
             'nbases = 1e8, nreads = NULL, randomize = TRUE, MAX_CONSIST = 10, OMEGA_C = 0, qualityType = "Auto"',
             params.pacbio ? "errorEstimationFunction = PacBioErrfun" : "errorEstimationFunction = loessErrfun"
@@ -221,6 +222,7 @@ process {
     }
 
     withName: DADA2_DENOISING {
+        ext.prefix = { meta.region ? "region-${meta.region}_run-${meta.run}" : "${meta.run}" }
         // standard setting can be inspected with getDadaOpt(option = NULL)
         ext.args = [
             'selfConsist = FALSE, priors = character(0), DETECT_SINGLETONS = FALSE, GAPLESS = TRUE, GAP_PENALTY = -8, GREEDY = TRUE, KDIST_CUTOFF = 0.42, MATCH = 5, MAX_CLUST = 0, MAX_CONSIST = 10, MIN_ABUNDANCE = 1, MIN_FOLD = 1, MIN_HAMMING = 1, MISMATCH = -4, OMEGA_A = 1e-40, OMEGA_C = 1e-40, OMEGA_P = 1e-4, PSEUDO_ABUNDANCE = Inf, PSEUDO_PREVALENCE = 2, SSE = 2, USE_KMERS = TRUE, USE_QUALS = TRUE, VECTORIZED_ALIGNMENT = TRUE',
@@ -248,6 +250,7 @@ process {
     }
 
     withName: DADA2_RMCHIMERA {
+        ext.prefix = { meta.region ? "region-${meta.region}_run-${meta.run}" : "${meta.run}" }
         ext.args = 'method="consensus", minSampleFraction = 0.9, ignoreNNegatives = 1, minFoldParentOverAbundance = 2, minParentAbundance = 8, allowOneOff = FALSE, minOneOffParentDistance = 4, maxShift = 16'
         publishDir = [
             path: { "${params.outdir}/dada2/args" },
@@ -256,6 +259,10 @@ process {
         ]
     }
 
+    withName: DADA2_STATS {
+        ext.prefix = { meta.region ? "region-${meta.region}_run-${meta.run}" : "${meta.run}" }
+    }
+
     withName: DADA2_MERGE {
         publishDir = [
             path: { "${params.outdir}/dada2" },
diff --git a/lib/WorkflowAmpliseq.groovy b/lib/WorkflowAmpliseq.groovy
index 3c5cc34b..f408a508 100755
--- a/lib/WorkflowAmpliseq.groovy
+++ b/lib/WorkflowAmpliseq.groovy
@@ -15,7 +15,7 @@ class WorkflowAmpliseq {
             Nextflow.error("Missing input declaration: One of `--input`, `--input_fasta`, `--input_folder` is required.")
         }
 
-        if ( !params.input_fasta && (!params.FW_primer || !params.RV_primer) && !params.skip_cutadapt ) {
+        if ( !params.input_multiregion && !params.input_fasta && (!params.FW_primer || !params.RV_primer) && !params.skip_cutadapt ) {
             Nextflow.error("Incompatible parameters: `--FW_primer` and `--RV_primer` are required for primer trimming. If primer trimming is not needed, use `--skip_cutadapt`.")
         }
 
diff --git a/modules/local/dada2_denoising.nf b/modules/local/dada2_denoising.nf
index ea07eadf..3a0cb1a2 100644
--- a/modules/local/dada2_denoising.nf
+++ b/modules/local/dada2_denoising.nf
@@ -23,6 +23,7 @@ process DADA2_DENOISING {
     task.ext.when == null || task.ext.when
 
     script:
+    def prefix = task.ext.prefix ?: "prefix"
     def args = task.ext.args ?: ''
     def args2 = task.ext.args2 ?: ''
     if (!meta.single_end) {
@@ -37,18 +38,18 @@ process DADA2_DENOISING {
         filtRs <- sort(list.files("./filtered/", pattern = "_2.filt.fastq.gz", full.names = TRUE))
 
         #denoising
-        sink(file = "${meta.run}.dada.log")
+        sink(file = "${prefix}.dada.log")
         dadaFs <- dada(filtFs, err = errF, $args, multithread = $task.cpus)
-        saveRDS(dadaFs, "${meta.run}_1.dada.rds")
+        saveRDS(dadaFs, "${prefix}_1.dada.rds")
         dadaRs <- dada(filtRs, err = errR, $args, multithread = $task.cpus)
-        saveRDS(dadaRs, "${meta.run}_2.dada.rds")
+        saveRDS(dadaRs, "${prefix}_2.dada.rds")
         sink(file = NULL)
 
         #make table
         mergers <- mergePairs(dadaFs, filtFs, dadaRs, filtRs, $args2, verbose=TRUE)
-        saveRDS(mergers, "${meta.run}.mergers.rds")
+        saveRDS(mergers, "${prefix}.mergers.rds")
         seqtab <- makeSequenceTable(mergers)
-        saveRDS(seqtab, "${meta.run}.seqtab.rds")
+        saveRDS(seqtab, "${prefix}.seqtab.rds")
 
         write.table('dada\t$args', file = "dada.args.txt", row.names = FALSE, col.names = FALSE, quote = FALSE, na = '')
         write.table('mergePairs\t$args2', file = "mergePairs.args.txt", row.names = FALSE, col.names = FALSE, quote = FALSE, na = '')
@@ -64,17 +65,17 @@ process DADA2_DENOISING {
         filtFs <- sort(list.files("./filtered/", pattern = ".fastq.gz", full.names = TRUE))
 
         #denoising
-        sink(file = "${meta.run}.dada.log")
+        sink(file = "${prefix}.dada.log")
         dadaFs <- dada(filtFs, err = errF, $args, multithread = $task.cpus)
-        saveRDS(dadaFs, "${meta.run}.dada.rds")
+        saveRDS(dadaFs, "${prefix}.dada.rds")
         sink(file = NULL)
 
         #make table
         seqtab <- makeSequenceTable(dadaFs)
-        saveRDS(seqtab, "${meta.run}.seqtab.rds")
+        saveRDS(seqtab, "${prefix}.seqtab.rds")
 
         #dummy file to fulfill output rules
-        saveRDS("dummy", "dummy_${meta.run}.mergers.rds")
+        saveRDS("dummy", "dummy_${prefix}.mergers.rds")
 
         write.table('dada\t$args', file = "dada.args.txt", row.names = FALSE, col.names = FALSE, quote = FALSE, na = '')
         writeLines(c("\\"${task.process}\\":", paste0("    R: ", paste0(R.Version()[c("major","minor")], collapse = ".")),paste0("    dada2: ", packageVersion("dada2")) ), "versions.yml")
diff --git a/modules/local/dada2_err.nf b/modules/local/dada2_err.nf
index cecca72f..4c0aa62e 100644
--- a/modules/local/dada2_err.nf
+++ b/modules/local/dada2_err.nf
@@ -23,6 +23,7 @@ process DADA2_ERR {
     task.ext.when == null || task.ext.when
 
     script:
+    def prefix = task.ext.prefix ?: "prefix"
     def args = task.ext.args ?: ''
     def seed = task.ext.seed ?: '100'
     if (!meta.single_end) {
@@ -34,32 +35,32 @@ process DADA2_ERR {
         fnFs <- sort(list.files(".", pattern = "_1.filt.fastq.gz", full.names = TRUE))
         fnRs <- sort(list.files(".", pattern = "_2.filt.fastq.gz", full.names = TRUE))
 
-        sink(file = "${meta.run}.err.log")
+        sink(file = "${prefix}.err.log")
         errF <- learnErrors(fnFs, $args, multithread = $task.cpus, verbose = TRUE)
-        saveRDS(errF, "${meta.run}_1.err.rds")
+        saveRDS(errF, "${prefix}_1.err.rds")
         errR <- learnErrors(fnRs, $args, multithread = $task.cpus, verbose = TRUE)
-        saveRDS(errR, "${meta.run}_2.err.rds")
+        saveRDS(errR, "${prefix}_2.err.rds")
         sink(file = NULL)
 
-        pdf("${meta.run}_1.err.pdf")
+        pdf("${prefix}_1.err.pdf")
         plotErrors(errF, nominalQ = TRUE)
         dev.off()
-        svg("${meta.run}_1.err.svg")
+        svg("${prefix}_1.err.svg")
         plotErrors(errF, nominalQ = TRUE)
         dev.off()
 
-        pdf("${meta.run}_2.err.pdf")
+        pdf("${prefix}_2.err.pdf")
         plotErrors(errR, nominalQ = TRUE)
         dev.off()
-        svg("${meta.run}_2.err.svg")
+        svg("${prefix}_2.err.svg")
         plotErrors(errR, nominalQ = TRUE)
         dev.off()
 
-        sink(file = "${meta.run}_1.err.convergence.txt")
+        sink(file = "${prefix}_1.err.convergence.txt")
         dada2:::checkConvergence(errF)
         sink(file = NULL)
 
-        sink(file = "${meta.run}_2.err.convergence.txt")
+        sink(file = "${prefix}_2.err.convergence.txt")
         dada2:::checkConvergence(errR)
         sink(file = NULL)
 
@@ -74,19 +75,19 @@ process DADA2_ERR {
 
         fnFs <- sort(list.files(".", pattern = ".filt.fastq.gz", full.names = TRUE))
 
-        sink(file = "${meta.run}.err.log")
+        sink(file = "${prefix}.err.log")
         errF <- learnErrors(fnFs, $args, multithread = $task.cpus, verbose = TRUE)
-        saveRDS(errF, "${meta.run}.err.rds")
+        saveRDS(errF, "${prefix}.err.rds")
         sink(file = NULL)
 
-        pdf("${meta.run}.err.pdf")
+        pdf("${prefix}.err.pdf")
         plotErrors(errF, nominalQ = TRUE)
         dev.off()
-        svg("${meta.run}.err.svg")
+        svg("${prefix}.err.svg")
         plotErrors(errF, nominalQ = TRUE)
         dev.off()
 
-        sink(file = "${meta.run}.err.convergence.txt")
+        sink(file = "${prefix}.err.convergence.txt")
         dada2:::checkConvergence(errF)
         sink(file = NULL)
 
diff --git a/modules/local/dada2_rmchimera.nf b/modules/local/dada2_rmchimera.nf
index 0f25444f..4e14ce1c 100644
--- a/modules/local/dada2_rmchimera.nf
+++ b/modules/local/dada2_rmchimera.nf
@@ -19,6 +19,7 @@ process DADA2_RMCHIMERA {
     task.ext.when == null || task.ext.when
 
     script:
+    def prefix = task.ext.prefix ?: "prefix"
     def args = task.ext.args ?: ''
     def no_samples    = meta.id.size()
     def first_sample  = meta.id.first()
@@ -31,7 +32,7 @@ process DADA2_RMCHIMERA {
     #remove chimera
     seqtab.nochim <- removeBimeraDenovo(seqtab, $args, multithread=$task.cpus, verbose=TRUE)
     if ( ${no_samples} == 1 ) { rownames(seqtab.nochim) <- "${first_sample}" }
-    saveRDS(seqtab.nochim,"${meta.run}.ASVtable.rds")
+    saveRDS(seqtab.nochim,"${prefix}.ASVtable.rds")
 
     write.table('removeBimeraDenovo\t$args', file = "removeBimeraDenovo.args.txt", row.names = FALSE, col.names = FALSE, quote = FALSE, na = '')
     writeLines(c("\\"${task.process}\\":", paste0("    R: ", paste0(R.Version()[c("major","minor")], collapse = ".")),paste0("    dada2: ", packageVersion("dada2")) ), "versions.yml")
diff --git a/modules/local/dada2_stats.nf b/modules/local/dada2_stats.nf
index 2fe792e5..f4112046 100644
--- a/modules/local/dada2_stats.nf
+++ b/modules/local/dada2_stats.nf
@@ -18,6 +18,7 @@ process DADA2_STATS {
     task.ext.when == null || task.ext.when
 
     script:
+    def prefix = task.ext.prefix ?: "prefix"
     if (!meta.single_end) {
         """
         #!/usr/bin/env Rscript
@@ -34,7 +35,7 @@ process DADA2_STATS {
         }
         rownames(filter_and_trim) <- filter_and_trim\$ID
         filter_and_trim["ID"] <- NULL
-        #write.table( filter_and_trim, file = "${meta.run}.filter_and_trim.tsv", sep = "\\t", row.names = TRUE, quote = FALSE, na = '')
+        #write.table( filter_and_trim, file = "${prefix}.filter_and_trim.tsv", sep = "\\t", row.names = TRUE, quote = FALSE, na = '')
 
         #read data
         dadaFs = readRDS("${denoised[0]}")
@@ -52,7 +53,7 @@ process DADA2_STATS {
         colnames(track) <- c("DADA2_input", "filtered", "denoisedF", "denoisedR", "merged", "nonchim")
         rownames(track) <- sub(pattern = "_1.fastq.gz\$", replacement = "", rownames(track)) #this is when cutadapt is skipped!
         track <- cbind(sample = sub(pattern = "(.*?)\\\\..*\$", replacement = "\\\\1", rownames(track)), track)
-        write.table( track, file = "${meta.run}.stats.tsv", sep = "\\t", row.names = FALSE, quote = FALSE, na = '')
+        write.table( track, file = "${prefix}.stats.tsv", sep = "\\t", row.names = FALSE, quote = FALSE, na = '')
 
         writeLines(c("\\"${task.process}\\":", paste0("    R: ", paste0(R.Version()[c("major","minor")], collapse = ".")),paste0("    dada2: ", packageVersion("dada2")) ), "versions.yml")
         """
@@ -72,7 +73,7 @@ process DADA2_STATS {
         }
         rownames(filter_and_trim) <- filter_and_trim\$ID
         filter_and_trim["ID"] <- NULL
-        #write.table( filter_and_trim, file = "${meta.run}.filter_and_trim.tsv", sep = "\\t", row.names = TRUE, quote = FALSE, na = '')
+        #write.table( filter_and_trim, file = "${prefix}.filter_and_trim.tsv", sep = "\\t", row.names = TRUE, quote = FALSE, na = '')
 
         #read data
         dadaFs = readRDS("${denoised[0]}")
@@ -87,7 +88,7 @@ process DADA2_STATS {
         }
         colnames(track) <- c("DADA2_input", "filtered", "denoised", "nonchim")
         track <- cbind(sample = sub(pattern = "(.*?)\\\\..*\$", replacement = "\\\\1", rownames(track)), track)
-        write.table( track, file = "${meta.run}.stats.tsv", sep = "\\t", row.names = FALSE, quote = FALSE, na = '')
+        write.table( track, file = "${prefix}.stats.tsv", sep = "\\t", row.names = FALSE, quote = FALSE, na = '')
 
         writeLines(c("\\"${task.process}\\":", paste0("    R: ", paste0(R.Version()[c("major","minor")], collapse = ".")),paste0("    dada2: ", packageVersion("dada2")) ), "versions.yml")
         """
diff --git a/subworkflows/local/dada2_preprocessing.nf b/subworkflows/local/dada2_preprocessing.nf
index b79b7035..0715a621 100644
--- a/subworkflows/local/dada2_preprocessing.nf
+++ b/subworkflows/local/dada2_preprocessing.nf
@@ -136,41 +136,31 @@ workflow DADA2_PREPROCESSING {
         ch_DADA2_QUALITY2_SVG = DADA2_QUALITY2.out.svg
     }
 
-    //group reads by sequencing run
+    // group reads by sequencing run and region
     // 'groupTuple', 'size' or 'groupKey' should be used but to produce it we need to know how many elements to group but some can be lost here, so no way knowing before
     ch_dada2_filtntrim_reads_passed
         .map {
             info, reads ->
-                def meta = [:]
-                meta.run = info.run
-                meta.single_end = info.single_end
-                [ meta, reads, info.id ] }
+                def meta = info.subMap( info.keySet() - 'id' - 'sample' )
+                [ meta, reads, info.id, info.sample ] }
         .groupTuple(by: 0 )
         .map {
-            info, reads, ids ->
-                def meta = [:]
-                meta.run = info.run
-                meta.single_end = info.single_end
-                meta.id = ids.flatten().sort()
+            info, reads, ids, samples ->
+                def meta = info + [id: ids.flatten().sort(), sample: samples.flatten().sort()]
                 [ meta, reads.flatten().sort() ] }
         .set { ch_filt_reads }
 
-    //group logs by sequencing run
+    //group logs by sequencing run and region
     //for 'groupTuple', 'size' or 'groupKey' should be used but to produce it we need to know how many elements to group but some can be lost here, so no way knowing before
     ch_dada2_filtntrim_logs_passed
         .map {
             info, reads ->
-                def meta = [:]
-                meta.run = info.run
-                meta.single_end = info.single_end
-                [ meta, reads, info.id ] }
+                def meta = info.subMap( info.keySet() - 'id' - 'sample' )
+                [ meta, reads, info.id, info.sample ] }
         .groupTuple(by: 0 )
         .map {
-            info, reads, ids ->
-                def meta = [:]
-                meta.run = info.run
-                meta.single_end = info.single_end
-                meta.id = ids.flatten().sort()
+            info, reads, ids, samples ->
+                def meta = info + [id: ids.flatten().sort(), sample: samples.flatten().sort()]
                 [ meta, reads.flatten().sort() ] }
         .set { ch_filt_logs }
 
diff --git a/subworkflows/local/parse_input.nf b/subworkflows/local/parse_input.nf
index 3900894b..56658a53 100644
--- a/subworkflows/local/parse_input.nf
+++ b/subworkflows/local/parse_input.nf
@@ -23,12 +23,8 @@ workflow PARSE_INPUT {
             .ifEmpty { error("${error_message}") }
             .map { read ->
                     def meta = [:]
-                    meta.id           = read.baseName.toString().indexOf("_") != -1 ? read.baseName.toString().take(read.baseName.toString().indexOf("_")) : read.baseName
+                    meta.sample           = read.baseName.toString().indexOf("_") != -1 ? read.baseName.toString().take(read.baseName.toString().indexOf("_")) : read.baseName
                     meta.single_end   = single_end.toBoolean()
-                    meta.fw_primer = params.FW_primer
-                    meta.rv_primer = params.RV_primer
-                    meta.fw_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.FW_primer}".reverse() )
-                    meta.rv_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.RV_primer}".reverse() )
                     meta.run          = multiple_sequencing_runs ? read.take(read.findLastIndexOf{"/"})[-1] : "1"
                     [ meta, read ] }
             .set { ch_reads }
@@ -39,12 +35,8 @@ workflow PARSE_INPUT {
             .ifEmpty { error("${error_message}") }
             .map { name, reads ->
                     def meta = [:]
-                    meta.id           = name.toString().indexOf("_") != -1 ? name.toString().take(name.toString().indexOf("_")) : name
+                    meta.sample           = name.toString().indexOf("_") != -1 ? name.toString().take(name.toString().indexOf("_")) : name
                     meta.single_end   = single_end.toBoolean()
-                    meta.fw_primer = params.FW_primer
-                    meta.rv_primer = params.RV_primer
-                    meta.fw_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.FW_primer}".reverse() )
-                    meta.rv_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.RV_primer}".reverse() )
                     meta.run          = multiple_sequencing_runs ? reads[0].take(reads[0].findLastIndexOf{"/"})[-1] : "1"
                     [ meta, reads ] }
             .set { ch_reads }
@@ -67,9 +59,9 @@ workflow PARSE_INPUT {
             .subscribe { if ( it == 1 ) error("Found only one folder with read data but \"--multiple_sequencing_runs\" was specified. Please review data input.") }
     }
 
-    //Check whether all sampleID = meta.id are unique
+    //Check whether all sampleID = meta.sample are unique
     ch_reads
-        .map { meta, reads -> [ meta.id ] }
+        .map { meta, reads -> [ meta.sample ] }
         .toList()
         .subscribe {
             if( it.size() != it.unique().size() ) {
@@ -80,12 +72,12 @@ workflow PARSE_INPUT {
 
     //Check that no dots "." are in sampleID
     ch_reads
-        .map { meta, reads -> meta.id }
+        .map { meta, reads -> meta.sample }
         .subscribe { if ( "$it".contains(".") ) error("Please review data input, sampleIDs may not contain dots, but \"$it\" does.") }
 
     //Check that sampleIDs do not start with a number when using metadata (sampleID gets X prepended by R and metadata wont match any more!)
     ch_reads
-        .map { meta, reads -> meta.id }
+        .map { meta, reads -> meta.sample }
         .subscribe { if ( params.metadata && "$it"[0].isNumber() ) error("Please review data input, sampleIDs may not start with a number, but \"$it\" does. The pipeline unintentionally modifies such strings and the metadata will not match any more.") }
 
     emit:
diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index 38c226b8..c1ee283a 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -272,29 +272,6 @@ workflow AMPLISEQ {
                 if ( !meta.single_end && ( readfw.getSimpleName() == meta.id || readrv.getSimpleName() == meta.id ) ) { error("Entry `sampleID` cannot be identical to simple name of `forwardReads` or `reverseReads`, please change `sampleID` in $params.input for sample $meta.id") } // sample name and any file name without extensions arent identical, because rename_raw_data_files.nf would forward 3 files (2 renamed +1 input) instead of 2 in that case
                 if ( meta.single_end && ( readfw.getSimpleName() == meta.id+"_1" || readfw.getSimpleName() == meta.id+"_2" ) ) { error("Entry `sampleID`+ `_1` or `_2` cannot be identical to simple name of `forwardReads`, please change `sampleID` in $params.input for sample $meta.id") } // sample name and file name without extensions arent identical, because rename_raw_data_files.nf would forward 2 files (1 renamed +1 input) instead of 1 in that case
                 return [meta, reads] }
-        if ( params.input_multiregion ) {
-            // is multiple region analysis
-            ch_input_reads
-                //make here: .combine( Channel.fromSamplesheet("input_multiregion") )
-                //then add the primer info to meta map
-                //then retain sample id as sample name, to combine samples later: meta.sample = meta.id
-                //then rename samples: meta.id = meta.id + "_" + meta.fw_primer + "_" + meta.rv_primer
-                .map{ meta, reads ->
-                    meta.fw_primer = params.FW_primer
-                    meta.rv_primer = params.RV_primer
-                    meta.fw_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.FW_primer}".reverse() )
-                    meta.rv_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.RV_primer}".reverse() )
-                    return [ meta, reads ] }
-        } else {
-            // is single region
-            ch_input_reads
-                .map{ meta, reads ->
-                    meta.fw_primer = params.FW_primer
-                    meta.rv_primer = params.RV_primer
-                    meta.fw_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.FW_primer}".reverse() )
-                    meta.rv_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.RV_primer}".reverse() )
-                    return [ meta, reads ] }
-        }
     } else if ( params.input_fasta ) {
         ch_input_fasta = Channel.fromPath(params.input_fasta, checkIfExists: true)
     } else if ( params.input_folder ) {
@@ -304,6 +281,37 @@ workflow AMPLISEQ {
         error("One of `--input`, `--input_fasta`, `--input_folder` must be provided!")
     }
 
+    //
+    // Add primer info to sequencing files
+    //
+    if ( params.input_multiregion ) {
+        // is multiple region analysis
+        ch_input_reads
+            .combine( Channel.fromSamplesheet("input_multiregion") )
+            .map{ info, reads, multi ->
+                def meta = info + multi
+                return [ meta, reads ] }
+            .map{ info, reads ->
+                def meta = info +
+                    [id: info.sample+"_"+info.fw_primer+"_"+info.rv_primer] +
+                    [fw_primer_revcomp: WorkflowAmpliseq.makeComplement(info.fw_primer.reverse())] +
+                    [rv_primer_revcomp: WorkflowAmpliseq.makeComplement(info.rv_primer.reverse())]
+                return [ meta, reads ] }
+            .set { ch_input_reads }
+    } else {
+        // is single region
+        ch_input_reads
+            .map{ info, reads ->
+                def meta = info +
+                    [region: null, region_length: null] +
+                    [fw_primer: params.FW_primer, rv_primer: params.RV_primer] +
+                    [id: info.sample] +
+                    [fw_primer_revcomp: WorkflowAmpliseq.makeComplement(params.FW_primer.reverse())] +
+                    [rv_primer_revcomp: WorkflowAmpliseq.makeComplement(params.RV_primer.reverse())]
+                return [ meta, reads ] }
+            .set { ch_input_reads }
+    }
+
     //Filter empty files
     ch_input_reads.dump(tag:'ch_input_reads')
         .branch {

From 45fefd4086530ca1130c443842ac46d423f27fa4 Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Wed, 7 Feb 2024 09:08:29 +0100
Subject: [PATCH 017/101] fix when no primers are given

---
 workflows/ampliseq.nf | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index c1ee283a..a736ffd3 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -306,8 +306,8 @@ workflow AMPLISEQ {
                     [region: null, region_length: null] +
                     [fw_primer: params.FW_primer, rv_primer: params.RV_primer] +
                     [id: info.sample] +
-                    [fw_primer_revcomp: WorkflowAmpliseq.makeComplement(params.FW_primer.reverse())] +
-                    [rv_primer_revcomp: WorkflowAmpliseq.makeComplement(params.RV_primer.reverse())]
+                    [fw_primer_revcomp: params.FW_primer ? WorkflowAmpliseq.makeComplement(params.FW_primer.reverse()) : null] +
+                    [rv_primer_revcomp: params.RV_primer ? WorkflowAmpliseq.makeComplement(params.RV_primer.reverse()) : null]
                 return [ meta, reads ] }
             .set { ch_input_reads }
     }

From 715ae05c7bdefce5910e732e31d98c5d1c4ab4b7 Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Wed, 7 Feb 2024 21:44:18 +0100
Subject: [PATCH 018/101] produce per-region ASV tables and fasta

---
 conf/modules.config                 |  8 ++++
 modules/local/dada2_splitregions.nf | 67 +++++++++++++++++++++++++++++
 workflows/ampliseq.nf               | 15 +++++++
 3 files changed, 90 insertions(+)
 create mode 100644 modules/local/dada2_splitregions.nf

diff --git a/conf/modules.config b/conf/modules.config
index eb1f8d93..0261fd3f 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -271,6 +271,14 @@ process {
         ]
     }
 
+    withName: DADA2_SPLITREGIONS {
+        publishDir = [
+            path: { "${params.outdir}/dada2/per_region" },
+            mode: params.publish_dir_mode,
+            saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
+        ]
+    }
+
     withName: BARRNAP {
         ext.kingdom = "bac,arc,mito,euk"
         ext.args = "--quiet --reject 0.1"
diff --git a/modules/local/dada2_splitregions.nf b/modules/local/dada2_splitregions.nf
new file mode 100644
index 00000000..d6583d7f
--- /dev/null
+++ b/modules/local/dada2_splitregions.nf
@@ -0,0 +1,67 @@
+process DADA2_SPLITREGIONS {
+    label 'process_low'
+
+    // TODO: DADA2 not neccessary, R base sufficient!
+    conda "bioconda::bioconductor-dada2=1.22.0 conda-forge::r-digest=0.6.30"
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.22.0--r41h399db7b_0' :
+        'biocontainers/bioconductor-dada2:1.22.0--r41h399db7b_0' }"
+
+    input:
+    tuple val(meta), val(mapping)
+    path(table)
+
+    output:
+    tuple val(meta), path( "DADA2_table_*.tsv" ), emit: dada2asv
+    tuple val(meta), path( "ASV_table_*.tsv" )  , emit: asv
+    tuple val(meta), path( "ASV_seqs_*.fasta" ) , emit: fasta
+    path "versions.yml"      , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    //make groovy map to R list
+    def mapping_r_list = mapping
+        .toString()
+        .replaceAll("':","=")
+        .replaceAll(", '",",")
+        .replaceAll("\\['","list(")
+        .replaceAll("\\[","list(")
+        .replaceAll("\\]",")")
+        .replaceAll("false","'false'")
+    def suffix = "region" + meta.region + "_" + meta.fw_primer + "_" + meta.rv_primer
+    """
+    #!/usr/bin/env Rscript
+
+    nested_list <- $mapping_r_list
+    mapping <- as.data.frame(do.call(rbind, nested_list))
+
+    df <- read.csv("$table", header=TRUE, sep="\\t")
+
+    # extract samples of this region
+    keep <- intersect( colnames(df), c("ASV_ID", unlist(mapping\$id), "sequence" ) )
+    df <- subset( df, select = keep )
+
+    # modify sample names from .id to .sample
+    for (row in 1:nrow(mapping)) {
+        colnames(df) <- gsub( mapping[row,]\$id, mapping[row,]\$sample, colnames(df) )
+    }
+
+    # filter rows with only 0, occurring because many samples were removed
+    df <- df[as.logical(rowSums(df[,2:(ncol(df)-1)] != 0)), ]
+
+    # Write file with ASV abdundance and sequences to file
+    write.table(df, file = "DADA2_table_${suffix}.tsv", sep = "\\t", row.names = FALSE, quote = FALSE, na = '')
+
+    # Write fasta file with ASV sequences to file
+    write.table(data.frame(s = sprintf(">%s\n%s", df\$ASV_ID, df\$sequence)), 'ASV_seqs_${suffix}.fasta', col.names = FALSE, row.names = FALSE, quote = FALSE, na = '')
+
+    # Write ASV file with ASV abundances to file
+    df\$sequence <- NULL
+    write.table(df, file = "ASV_table_${suffix}.tsv", sep="\\t", row.names = FALSE, quote = FALSE, na = '')
+
+
+    writeLines(c("\\"${task.process}\\":", paste0("    R: ", paste0(R.Version()[c("major","minor")], collapse = ".")),paste0("    dada2: ", packageVersion("dada2")) ), "versions.yml")
+    """
+}
diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index a736ffd3..f8258106 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -178,6 +178,7 @@ include { DADA2_DENOISING               } from '../modules/local/dada2_denoising
 include { DADA2_RMCHIMERA               } from '../modules/local/dada2_rmchimera'
 include { DADA2_STATS                   } from '../modules/local/dada2_stats'
 include { DADA2_MERGE                   } from '../modules/local/dada2_merge'
+include { DADA2_SPLITREGIONS            } from '../modules/local/dada2_splitregions'
 include { BARRNAP                       } from '../modules/local/barrnap'
 include { BARRNAPSUMMARY                } from '../modules/local/barrnapsummary'
 include { FILTER_SSU                    } from '../modules/local/filter_ssu'
@@ -417,6 +418,20 @@ workflow AMPLISEQ {
         ch_stats = DADA2_MERGE.out.dada2stats
     }
 
+    //separate sequences and abundances when several regions
+    if ( params.input_multiregion ) {
+        DADA2_SPLITREGIONS (
+            //DADA2_DENOISING per run & region -> per run
+            ch_reads
+                .map {
+                    info, reads ->
+                        def meta = info.subMap( info.keySet() - 'id' - 'sample' - 'run' ) //All of 'id', 'sample', 'run' must be removed to merge by region; downstream unused: 'single_end'
+                        [ meta, info ] }
+                .groupTuple(by: 0 ).dump(tag:'DADA2_SPLITREGIONS:meta'),
+            DADA2_MERGE.out.dada2asv.first() )
+        ch_versions = ch_versions.mix(DADA2_SPLITREGIONS.out.versions)
+    }
+
     //
     // MODULE : ASV post-clustering with VSEARCH
     //

From 0f046765079322899b590dd23c1da18cd679e979 Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Thu, 8 Feb 2024 13:57:11 +0100
Subject: [PATCH 019/101] adjust container and input

---
 modules/local/dada2_splitregions.nf | 13 ++++++-------
 workflows/ampliseq.nf               |  5 +++--
 2 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/modules/local/dada2_splitregions.nf b/modules/local/dada2_splitregions.nf
index d6583d7f..7b205326 100644
--- a/modules/local/dada2_splitregions.nf
+++ b/modules/local/dada2_splitregions.nf
@@ -1,11 +1,10 @@
 process DADA2_SPLITREGIONS {
     label 'process_low'
 
-    // TODO: DADA2 not neccessary, R base sufficient!
-    conda "bioconda::bioconductor-dada2=1.22.0 conda-forge::r-digest=0.6.30"
+    conda "conda-forge::r-base=4.2.1"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.22.0--r41h399db7b_0' :
-        'biocontainers/bioconductor-dada2:1.22.0--r41h399db7b_0' }"
+        'https://depot.galaxyproject.org/singularity/r-base:4.2.1' :
+        'biocontainers/r-base:4.2.1' }"
 
     input:
     tuple val(meta), val(mapping)
@@ -21,7 +20,8 @@ process DADA2_SPLITREGIONS {
     task.ext.when == null || task.ext.when
 
     script:
-    //make groovy map to R list
+    // Make groovy map to R list
+    // Requirement: Values may not be false,true,null
     def mapping_r_list = mapping
         .toString()
         .replaceAll("':","=")
@@ -29,7 +29,6 @@ process DADA2_SPLITREGIONS {
         .replaceAll("\\['","list(")
         .replaceAll("\\[","list(")
         .replaceAll("\\]",")")
-        .replaceAll("false","'false'")
     def suffix = "region" + meta.region + "_" + meta.fw_primer + "_" + meta.rv_primer
     """
     #!/usr/bin/env Rscript
@@ -62,6 +61,6 @@ process DADA2_SPLITREGIONS {
     write.table(df, file = "ASV_table_${suffix}.tsv", sep="\\t", row.names = FALSE, quote = FALSE, na = '')
 
 
-    writeLines(c("\\"${task.process}\\":", paste0("    R: ", paste0(R.Version()[c("major","minor")], collapse = ".")),paste0("    dada2: ", packageVersion("dada2")) ), "versions.yml")
+    writeLines(c("\\"${task.process}\\":", paste0("    R: ", paste0(R.Version()[c("major","minor")], collapse = "."))), "versions.yml")
     """
 }
diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index f8258106..c9b88322 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -425,8 +425,9 @@ workflow AMPLISEQ {
             ch_reads
                 .map {
                     info, reads ->
-                        def meta = info.subMap( info.keySet() - 'id' - 'sample' - 'run' ) //All of 'id', 'sample', 'run' must be removed to merge by region; downstream unused: 'single_end'
-                        [ meta, info ] }
+                        def meta = info.subMap( info.keySet() - 'id' - 'sample' - 'run' ) // All of 'id', 'sample', 'run' must be removed to merge by region
+                        def inf2 = info.subMap( info.keySet() - 'single_end' )// May not contain false,true,null: remove 'single_end'
+                        [ meta, inf2 ] }
                 .groupTuple(by: 0 ).dump(tag:'DADA2_SPLITREGIONS:meta'),
             DADA2_MERGE.out.dada2asv.first() )
         ch_versions = ch_versions.mix(DADA2_SPLITREGIONS.out.versions)

From aa1ff5a739ac372f9faf4ba2f82a7a9a9cbf9757 Mon Sep 17 00:00:00 2001
From: daniel <d4straub@gmail.com>
Date: Fri, 9 Feb 2024 10:22:22 +0100
Subject: [PATCH 020/101] add SIDLE workflow from d4straub/pipesidle

---
 conf/modules.config                 | 136 +++++++++++++++++++++++++++-
 modules/local/dada2_splitregions.nf |   9 +-
 modules/local/sidle_align.nf        |  43 +++++++++
 modules/local/sidle_dbextract.nf    |  58 ++++++++++++
 modules/local/sidle_dbfilt.nf       |  50 ++++++++++
 modules/local/sidle_dbrecon.nf      |  56 ++++++++++++
 modules/local/sidle_filttax.nf      |  37 ++++++++
 modules/local/sidle_in.nf           |  44 +++++++++
 modules/local/sidle_indb.nf         |  42 +++++++++
 modules/local/sidle_indbaligned.nf  |  34 +++++++
 modules/local/sidle_seqrecon.nf     |  56 ++++++++++++
 modules/local/sidle_tablerecon.nf   |  70 ++++++++++++++
 modules/local/sidle_taxrecon.nf     |  56 ++++++++++++
 modules/local/sidle_treerecon.nf    |  47 ++++++++++
 modules/local/sidle_trim.nf         |  45 +++++++++
 nextflow.config                     |   4 +
 nextflow_schema.json                |  20 ++++
 subworkflows/local/sidle_wf.nf      | 121 +++++++++++++++++++++++++
 workflows/ampliseq.nf               |  20 +++-
 19 files changed, 940 insertions(+), 8 deletions(-)
 create mode 100644 modules/local/sidle_align.nf
 create mode 100644 modules/local/sidle_dbextract.nf
 create mode 100644 modules/local/sidle_dbfilt.nf
 create mode 100644 modules/local/sidle_dbrecon.nf
 create mode 100644 modules/local/sidle_filttax.nf
 create mode 100644 modules/local/sidle_in.nf
 create mode 100644 modules/local/sidle_indb.nf
 create mode 100644 modules/local/sidle_indbaligned.nf
 create mode 100644 modules/local/sidle_seqrecon.nf
 create mode 100644 modules/local/sidle_tablerecon.nf
 create mode 100644 modules/local/sidle_taxrecon.nf
 create mode 100644 modules/local/sidle_treerecon.nf
 create mode 100644 modules/local/sidle_trim.nf
 create mode 100644 subworkflows/local/sidle_wf.nf

diff --git a/conf/modules.config b/conf/modules.config
index 0261fd3f..a0bda596 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -273,12 +273,146 @@ process {
 
     withName: DADA2_SPLITREGIONS {
         publishDir = [
-            path: { "${params.outdir}/dada2/per_region" },
+            path: { "${params.outdir}/sidle/per_region" },
             mode: params.publish_dir_mode,
             saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
         ]
     }
 
+    withName: SIDLE_DBFILT {
+        ext.args = '--p-num-degenerates 3' // 3 for greengenes, 5 for SILVA 128
+        ext.args2 = '--p-exclude "p__;,k__;" --p-mode contains' // "p__;,k__;" for greengenes
+        publishDir = [
+            path: { "${params.outdir}/sidle/DB/1_prefiltering" },
+            mode: params.publish_dir_mode,
+            pattern: "*.qza",
+            enabled: params.save_intermediates
+        ]
+    }
+
+    withName: SIDLE_DBEXTRACT {
+        ext.args = '--p-identity 2'
+        publishDir = [
+            path: { "${params.outdir}/sidle/DB/2_primer_extraction" },
+            mode: params.publish_dir_mode,
+            pattern: "*.qza",
+            enabled: params.save_intermediates
+        ]
+    }
+
+    withName: SIDLE_TRIM {
+        publishDir = [
+            path: { "${params.outdir}/sidle/ASV/1_trim" },
+            mode: params.publish_dir_mode,
+            pattern: "*.qza",
+            enabled: params.save_intermediates
+        ]
+    }
+
+    withName: SIDLE_ALIGN {
+        ext.args = ''
+        publishDir = [
+            path: { "${params.outdir}/sidle/ASV/2_align_db" },
+            mode: params.publish_dir_mode,
+            pattern: "*.qza",
+            enabled: params.save_intermediates
+        ]
+    }
+
+    withName: SIDLE_DBRECON {
+        ext.args = ''
+        publishDir = [
+            [
+                path: { "${params.outdir}/sidle/DB/3_reconstructed" },
+                mode: params.publish_dir_mode,
+                pattern: "*.qza",
+                enabled: params.save_intermediates
+            ],
+            [
+                path: { "${params.outdir}/sidle/DB/3_reconstructed" },
+                mode: params.publish_dir_mode,
+                saveAs: { filename -> filename.endsWith('.qza') || filename.equals('versions.yml') ? null : filename }
+            ]
+        ]
+    }
+
+    withName: SIDLE_TABLERECON {
+        ext.args = "--p-min-counts 0"
+        publishDir = [
+            [
+                path: { "${params.outdir}/sidle/reconstructed/qza" },
+                mode: params.publish_dir_mode,
+                pattern: "*.qza",
+                enabled: params.save_intermediates
+            ],
+            [
+                path: { "${params.outdir}/sidle/reconstructed" },
+                mode: params.publish_dir_mode,
+                saveAs: { filename -> filename.endsWith('.qza') || filename.equals('versions.yml') ? null : filename }
+            ]
+        ]
+    }
+
+    withName: SIDLE_TAXRECON {
+        ext.args = '--p-database "greengenes" --p-define-missing "inherit"'
+        publishDir = [
+            [
+                path: { "${params.outdir}/sidle/reconstructed/qza" },
+                mode: params.publish_dir_mode,
+                pattern: "*.qza",
+                enabled: params.save_intermediates
+            ],
+            [
+                path: { "${params.outdir}/sidle/reconstructed" },
+                mode: params.publish_dir_mode,
+                saveAs: { filename -> filename.endsWith('.qza') || filename.equals('versions.yml') ? null : filename },
+                enabled: params.save_intermediates
+            ]
+        ]
+    }
+
+    withName: SIDLE_FILTTAX {
+        publishDir = [
+            path: { "${params.outdir}/sidle/reconstructed" },
+            mode: params.publish_dir_mode,
+            saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
+        ]
+    }
+
+    withName: SIDLE_SEQRECON {
+        publishDir = [
+            [
+                path: { "${params.outdir}/sidle/reconstructed/qza" },
+                mode: params.publish_dir_mode,
+                pattern: "*.qza",
+                enabled: params.save_intermediates
+            ],
+            [
+                path: { "${params.outdir}/sidle/reconstructed" },
+                mode: params.publish_dir_mode,
+                saveAs: { filename -> filename.endsWith('.qza') || filename.equals('versions.yml') ? null : filename },
+                enabled: params.save_intermediates
+            ]
+        ]
+    }
+
+    withName: SIDLE_TREERECON {
+        publishDir = [
+            [
+                path: { "${params.outdir}/sidle/reconstructed/qza" },
+                mode: params.publish_dir_mode,
+                pattern: "*.qza",
+                enabled: params.save_intermediates
+            ],
+            [
+                path: { "${params.outdir}/sidle/reconstructed" },
+                mode: params.publish_dir_mode,
+                pattern: "*.nwk"
+            ]
+        ]
+    }
+
+
     withName: BARRNAP {
         ext.kingdom = "bac,arc,mito,euk"
         ext.args = "--quiet --reject 0.1"
diff --git a/modules/local/dada2_splitregions.nf b/modules/local/dada2_splitregions.nf
index 7b205326..d3107bcd 100644
--- a/modules/local/dada2_splitregions.nf
+++ b/modules/local/dada2_splitregions.nf
@@ -11,10 +11,11 @@ process DADA2_SPLITREGIONS {
     path(table)
 
     output:
-    tuple val(meta), path( "DADA2_table_*.tsv" ), emit: dada2asv
-    tuple val(meta), path( "ASV_table_*.tsv" )  , emit: asv
-    tuple val(meta), path( "ASV_seqs_*.fasta" ) , emit: fasta
-    path "versions.yml"      , emit: versions
+    tuple val(meta), path( "DADA2_table_*.tsv" )                          , emit: dada2asv
+    //tuple val(meta), path( "ASV_table_*.tsv" )                            , emit: asv
+    //tuple val(meta), path( "ASV_seqs_*.fasta" )                           , emit: fasta
+    tuple val(meta), path( "ASV_table_*.tsv" ), path( "ASV_seqs_*.fasta" ), emit: for_sidle
+    path "versions.yml"                                                   , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
diff --git a/modules/local/sidle_align.nf b/modules/local/sidle_align.nf
new file mode 100644
index 00000000..c98f955e
--- /dev/null
+++ b/modules/local/sidle_align.nf
@@ -0,0 +1,43 @@
+process SIDLE_ALIGN {
+    tag "$meta.region"
+    label 'process_medium'
+
+    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+
+    input:
+    tuple val(meta), path(kmers), path(seq)
+
+    output:
+    tuple val(meta), path("*rep-seqs_align-map.qza"), emit: aligned_map
+    path "versions.yml"                             , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.region}"
+    def primerfw = "${meta.fw_primer}"
+    def primerrv = "${meta.rv_primer}"
+    """
+    # https://q2-sidle.readthedocs.io/en/latest/reconstruction.html#regional-alignment
+    export XDG_CONFIG_HOME="./xdgconfig"
+    export MPLCONFIGDIR="./mplconfigdir"
+    export NUMBA_CACHE_DIR="./numbacache"
+
+    qiime sidle align-regional-kmers \\
+        --p-n-workers $task.cpus \\
+        --i-kmers ${kmers} \\
+        --i-rep-seq ${seq} \\
+        --p-region ${meta.region} \\
+        $args \\
+        --o-regional-alignment ${prefix}_rep-seqs_align-map.qza
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        qiime2: \$( qiime --version | sed '1!d;s/.* //' )
+        qiime2 plugin sidle: \$( qiime sidle --version | sed 's/ (.*//' | sed 's/.*version //' )
+        q2-sidle: \$( qiime sidle --version | sed 's/.*version //' | sed 's/)//' )
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/sidle_dbextract.nf b/modules/local/sidle_dbextract.nf
new file mode 100644
index 00000000..c57597e3
--- /dev/null
+++ b/modules/local/sidle_dbextract.nf
@@ -0,0 +1,58 @@
+
+process SIDLE_DBEXTRACT {
+    tag "$meta.region,$meta.region_length"
+    label 'process_medium'
+
+    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+
+    input:
+    tuple val(meta), path(table), path(seq), path(db_seq), path(db_tax)
+
+    output:
+    tuple val(meta), path("db_*_kmers.qza"), emit: kmers
+    tuple val(meta), path("db_*_map.qza")  , emit: map
+    path "versions.yml"                    , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.region}"
+    def primerfw = "${meta.fw_primer}"
+    def primerrv = "${meta.rv_primer}"
+    def length = "${meta.region_length}"
+    """
+    # https://q2-sidle.readthedocs.io/en/latest/database_preparation.html#prepare-a-regional-database-for-each-primer-set
+    export XDG_CONFIG_HOME="./xdgconfig"
+    export MPLCONFIGDIR="./mplconfigdir"
+    export NUMBA_CACHE_DIR="./numbacache"
+
+    #extract sequences
+    qiime feature-classifier extract-reads \\
+        --p-n-jobs $task.cpus \\
+        --i-sequences $db_seq \\
+        $args \\
+        --p-f-primer $primerfw \\
+        --p-r-primer $primerrv \\
+        --o-reads db_${prefix}.qza
+
+    #prepare to be used in alignment
+    qiime sidle prepare-extracted-region \\
+        --p-n-workers $task.cpus \\
+        --i-sequences db_${prefix}.qza \\
+        --p-region "${prefix}" \\
+        --p-fwd-primer $primerfw \\
+        --p-rev-primer $primerrv \\
+        --p-trim-length $length \\
+        --o-collapsed-kmers db_${prefix}_${length}_kmers.qza \\
+        --o-kmer-map db_${prefix}_${length}_map.qza
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        qiime2: \$( qiime --version | sed '1!d;s/.* //' )
+        qiime2 plugin sidle: \$( qiime sidle --version | sed 's/ (.*//' | sed 's/.*version //' )
+        q2-sidle: \$( qiime sidle --version | sed 's/.*version //' | sed 's/)//' )
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/sidle_dbfilt.nf b/modules/local/sidle_dbfilt.nf
new file mode 100644
index 00000000..b5bfd93e
--- /dev/null
+++ b/modules/local/sidle_dbfilt.nf
@@ -0,0 +1,50 @@
+process SIDLE_DBFILT {
+    label 'process_low'
+
+    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+
+    input:
+    path(seq)
+    path(tax)
+
+    output:
+    path("db_filtered_sequences.qza")     , emit: seq
+    path("db_filtered_sequences_tax.qza") , emit: tax
+    path "versions.yml"                   , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def args2 = task.ext.args2 ?: ''
+    """
+    # https://q2-sidle.readthedocs.io/en/latest/database_preparation.html#filtering-the-database
+    #pre-filtering should be very permissive!
+    export XDG_CONFIG_HOME="./xdgconfig"
+    export MPLCONFIGDIR="./mplconfigdir"
+    export NUMBA_CACHE_DIR="./numbacache"
+
+    # authors of SMURF recommend "--p-num-degenerates 3" for greengenes 13_8 database at 99%
+    # the RESCRIPt formatted Silva 128 database is filtered to exclude sequences with more than 5 degenerates [3], [4]
+    qiime rescript cull-seqs \\
+        --p-n-jobs $task.cpus \\
+        --i-sequences $seq \\
+        $args \\
+        --o-clean-sequences db_filtered_sequences.qza
+
+    #filtering a greengenes database for features missing a phylum (p__;) or kingdom(k__;) designation.
+    #CPU=1
+    qiime taxa filter-seqs \\
+        --i-sequences db_filtered_sequences.qza \\
+        --i-taxonomy $tax \\
+        $args2 \\
+        --o-filtered-sequences db_filtered_sequences_tax.qza
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        qiime2: \$( qiime --version | sed '1!d;s/.* //' )
+        qiime2 rescript: \$( qiime rescript --version | sed 's/ (.*//' | sed 's/.*version //' )
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/sidle_dbrecon.nf b/modules/local/sidle_dbrecon.nf
new file mode 100644
index 00000000..83c87264
--- /dev/null
+++ b/modules/local/sidle_dbrecon.nf
@@ -0,0 +1,56 @@
+process SIDLE_DBRECON {
+    label 'process_medium'
+
+    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+
+    input:
+    val(metaid)
+    path(map)
+    path(aligned_map)
+
+    output:
+    path("reconstruction_map.qza")    , emit: reconstruction_map
+    path("reconstruction_summary.qza"), emit: reconstruction_summary
+    path("reconstruction_summary/*")  , emit: visualisation
+    path "versions.yml"               , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def db_input = ""
+    // sort the input so that the regions are sorted by sequence
+    def df = [metaid, map, aligned_map].transpose().sort{ it[0] }
+    for (i in df) {
+        db_input += " --p-region "+i[0]+" --i-kmer-map "+i[1]+" --i-regional-alignment "+i[2]
+    }
+    """
+    #https://q2-sidle.readthedocs.io/en/latest/reconstruction.html#database-reconstruction
+    export XDG_CONFIG_HOME="./xdgconfig"
+    export MPLCONFIGDIR="./mplconfigdir"
+    export NUMBA_CACHE_DIR="./numbacache"
+
+    qiime sidle reconstruct-database \\
+        --p-n-workers $task.cpus \\
+        $db_input \\
+        $args \\
+        --o-database-map reconstruction_map.qza \\
+        --o-database-summary reconstruction_summary.qza
+
+    #database summary can be used to evaluate the quality of the reconstruction; see Fuks, C; Elgart, M; Amir, A; et al (2018) “Combining 16S rRNA gene variable regions enables high-resolution microbial community profiling.” Microbiome. 6:17. doi: 10.1186/s40168-017-0396-x
+    qiime metadata tabulate \\
+        --m-input-file reconstruction_summary.qza \\
+        --o-visualization reconstruction_summary.qzv
+    qiime tools export \\
+        --input-path reconstruction_summary.qzv \\
+        --output-path "reconstruction_summary"
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        qiime2: \$( qiime --version | sed '1!d;s/.* //' )
+        qiime2 plugin sidle: \$( qiime sidle --version | sed 's/ (.*//' | sed 's/.*version //' )
+        q2-sidle: \$( qiime sidle --version | sed 's/.*version //' | sed 's/)//' )
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/sidle_filttax.nf b/modules/local/sidle_filttax.nf
new file mode 100644
index 00000000..00133e64
--- /dev/null
+++ b/modules/local/sidle_filttax.nf
@@ -0,0 +1,37 @@
+
+process SIDLE_FILTTAX {
+    label 'process_single'
+
+    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+
+    input:
+    path(table_tofilter)
+    path(table_ref)
+
+    output:
+    path("reconstructed_taxonomy.tsv"), emit: filtered
+    path("reconstructed_merged.tsv")  , emit: merged
+    path "versions.yml"               , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    """
+    #!/usr/bin/env Rscript
+
+    df_tofilter <- read.table("$table_tofilter", header = TRUE, sep = "\t", stringsAsFactors = FALSE)
+    colnames(df_tofilter)[1] <- "ID"
+
+    df_ref <- read.table("$table_ref", header = TRUE, sep = "\t", stringsAsFactors = FALSE, skip = 1, comment.char = "")
+    colnames(df_ref)[1] <- "ID"
+
+    df_merged <- merge(df_tofilter, df_ref, by="ID", all.x=FALSE, all.y=TRUE)
+    write.table(df_merged, file = "reconstructed_merged.tsv", row.names=FALSE, sep="\t")
+
+    df_filtered <- subset(df_tofilter, df_tofilter\$ID %in% df_ref\$ID)
+    write.table(df_filtered, file = "reconstructed_taxonomy.tsv", row.names=FALSE, sep="\t")
+
+    writeLines(c("\\"${task.process}\\":", paste0("    R: ", paste0(R.Version()[c("major","minor")], collapse = ".")) ), "versions.yml")
+    """
+}
diff --git a/modules/local/sidle_in.nf b/modules/local/sidle_in.nf
new file mode 100644
index 00000000..1f1d5360
--- /dev/null
+++ b/modules/local/sidle_in.nf
@@ -0,0 +1,44 @@
+process SIDLE_IN {
+    tag "$meta.region"
+    label 'process_single'
+
+    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+
+    input:
+    tuple val(meta), path(table), path(seq)
+
+    output:
+    tuple val(meta), path("*_table.qza"), path("*_rep-seqs.qza"), emit: table_seq
+    path "versions.yml"                 , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.region}"
+    """
+    export XDG_CONFIG_HOME="./xdgconfig"
+    export MPLCONFIGDIR="./mplconfigdir"
+    export NUMBA_CACHE_DIR="./numbacache"
+
+    # seq
+    qiime tools import \\
+        --input-path "$seq" \\
+        --type 'FeatureData[Sequence]' \\
+        --output-path ${prefix}_rep-seqs.qza
+
+    # table
+    biom convert -i "$table" -o table.biom --table-type="OTU table" --to-hdf5
+    qiime tools import \\
+        --input-path table.biom \\
+        --type 'FeatureTable[Frequency]' \\
+        --input-format BIOMV210Format \\
+        --output-path ${prefix}_table.qza
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        qiime2: \$( qiime --version | sed '1!d;s/.* //' )
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/sidle_indb.nf b/modules/local/sidle_indb.nf
new file mode 100644
index 00000000..33367313
--- /dev/null
+++ b/modules/local/sidle_indb.nf
@@ -0,0 +1,42 @@
+process SIDLE_INDB {
+    label 'process_single'
+
+    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+
+    input:
+    path(seq)
+    path(tax)
+
+    output:
+    path("db_sequences.qza"), emit: seq
+    path("db_taxonomy.qza") , emit: tax
+    path "versions.yml"     , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    """
+    export XDG_CONFIG_HOME="./xdgconfig"
+    export MPLCONFIGDIR="./mplconfigdir"
+    export NUMBA_CACHE_DIR="./numbacache"
+
+    # db_seq
+    qiime tools import \\
+        --input-path $seq \\
+        --output-path db_sequences.qza \\
+        --type 'FeatureData[Sequence]'
+
+    # db_tax
+    qiime tools import \\
+        --input-path $tax \\
+        --output-path db_taxonomy.qza \\
+        --type 'FeatureData[Taxonomy]' \\
+        --input-format HeaderlessTSVTaxonomyFormat
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        qiime2: \$( qiime --version | sed '1!d;s/.* //' )
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/sidle_indbaligned.nf b/modules/local/sidle_indbaligned.nf
new file mode 100644
index 00000000..e37b169a
--- /dev/null
+++ b/modules/local/sidle_indbaligned.nf
@@ -0,0 +1,34 @@
+process SIDLE_INDBALIGNED {
+    label 'process_single'
+
+    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+
+    input:
+    path(seq)
+
+    output:
+    path("db_alignedsequences.qza"), emit: seq
+    path "versions.yml"            , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    """
+    export XDG_CONFIG_HOME="./xdgconfig"
+    export MPLCONFIGDIR="./mplconfigdir"
+    export NUMBA_CACHE_DIR="./numbacache"
+
+    # db_seq
+    qiime tools import \\
+        --input-path $seq \\
+        --output-path db_alignedsequences.qza \\
+        --type 'FeatureData[AlignedSequence]'
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        qiime2: \$( qiime --version | sed '1!d;s/.* //' )
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/sidle_seqrecon.nf b/modules/local/sidle_seqrecon.nf
new file mode 100644
index 00000000..33a2bdf3
--- /dev/null
+++ b/modules/local/sidle_seqrecon.nf
@@ -0,0 +1,56 @@
+process SIDLE_SEQRECON {
+    label 'process_single'
+
+    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+
+    input:
+    path(reconstruction_map)
+    path(reconstruction_summary)
+    path(db_aligned_sequences)
+
+    output:
+    path("reconstruction_fragments.qza") , emit: qza
+    path("reconstruction_fragments/*")   , emit: visualisation
+    path("reconstructed_fragments.fasta"), emit: fasta
+    path "versions.yml"                  , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    """
+    #https://q2-sidle.readthedocs.io/en/latest/reconstruction.html#reconstructing-the-phylogenetic-tree
+    #https://forum.qiime2.org/t/sidle-tutorial-missing-aligned-sequence-file/20604/4 for db_aligned_sequences
+    export XDG_CONFIG_HOME="./xdgconfig"
+    export MPLCONFIGDIR="./mplconfigdir"
+    export NUMBA_CACHE_DIR="./numbacache"
+
+    #CPU=1
+    qiime sidle reconstruct-fragment-rep-seqs \\
+        --i-reconstruction-map ${reconstruction_map} \\
+        --i-reconstruction-summary ${reconstruction_summary} \\
+        --i-aligned-sequences ${db_aligned_sequences} \\
+        --o-representative-fragments reconstruction_fragments.qza
+
+    #export visualisation
+    qiime metadata tabulate \\
+        --m-input-file reconstruction_fragments.qza \\
+        --o-visualization reconstruction_fragments.qzv
+    qiime tools export \\
+        --input-path reconstruction_fragments.qzv \\
+        --output-path "reconstruction_fragments"
+
+    #export fasta file
+    qiime tools export \\
+        --input-path reconstruction_fragments.qza \\
+        --output-path exported
+    cp exported/dna-sequences.fasta reconstructed_fragments.fasta
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        qiime2: \$( qiime --version | sed '1!d;s/.* //' )
+        qiime2 plugin sidle: \$( qiime sidle --version | sed 's/ (.*//' | sed 's/.*version //' )
+        q2-sidle: \$( qiime sidle --version | sed 's/.*version //' | sed 's/)//' )
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/sidle_tablerecon.nf b/modules/local/sidle_tablerecon.nf
new file mode 100644
index 00000000..cd6d14f3
--- /dev/null
+++ b/modules/local/sidle_tablerecon.nf
@@ -0,0 +1,70 @@
+process SIDLE_TABLERECON {
+    label 'process_medium'
+
+    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+
+    input:
+    val(metaid)
+    path(table)
+    path(aligned_map)
+    path(reconstruction_map)
+    path(reconstruction_summary)
+
+    output:
+    path("reconstruction_table.qza")        , emit: qza
+    path("reconstruction_table/*")          , emit: exported
+    path("reconstructed_feature-table.biom"), emit: biom
+    path("reconstructed_feature-table.tsv") , emit: tsv
+    path "versions.yml"                     , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def region_input = ""
+    // sort the input so that the regions are sorted by sequence
+    def df = [metaid, aligned_map, table].transpose().sort{ it[0] }
+    for (i in df) {
+        region_input += " --p-region "+i[0]+" --i-regional-alignment "+i[1]+" --i-regional-table "+i[2]
+    }
+    """
+    #https://q2-sidle.readthedocs.io/en/latest/reconstruction.html#table-reconstruction
+    export XDG_CONFIG_HOME="./xdgconfig"
+    export MPLCONFIGDIR="./mplconfigdir"
+    export NUMBA_CACHE_DIR="./numbacache"
+
+    qiime sidle reconstruct-counts \\
+        --p-n-workers $task.cpus \\
+        $region_input \\
+        --i-database-map $reconstruction_map \\
+        --i-database-summary $reconstruction_summary \\
+        $args \\
+        --o-reconstructed-table reconstruction_table.qza
+
+    #export visualisation
+    qiime feature-table summarize \\
+        --i-table reconstruction_table.qza \\
+        --o-visualization reconstruction_table.qzv
+    qiime tools export \\
+        --input-path reconstruction_table.qzv \\
+        --output-path "reconstruction_table"
+
+    #export feature table in biom and tsv format
+    qiime tools export \\
+        --input-path reconstruction_table.qza \\
+        --output-path exported
+    biom convert \\
+        -i exported/feature-table.biom \\
+        -o reconstructed_feature-table.tsv \\
+        --to-tsv
+    cp exported/feature-table.biom reconstructed_feature-table.biom
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        qiime2: \$( qiime --version | sed '1!d;s/.* //' )
+        qiime2 plugin sidle: \$( qiime sidle --version | sed 's/ (.*//' | sed 's/.*version //' )
+        q2-sidle: \$( qiime sidle --version | sed 's/.*version //' | sed 's/)//' )
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/sidle_taxrecon.nf b/modules/local/sidle_taxrecon.nf
new file mode 100644
index 00000000..0172f6c2
--- /dev/null
+++ b/modules/local/sidle_taxrecon.nf
@@ -0,0 +1,56 @@
+process SIDLE_TAXRECON {
+    label 'process_single'
+
+    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+
+    input:
+    path(reconstruction_map)
+    path(tax)
+
+    output:
+    path("reconstruction_taxonomy.qza"), emit: qza
+    path("reconstruction_taxonomy/*")  , emit: visualisation
+    path("reconstruction_taxonomy.tsv"), emit: tsv
+    path "versions.yml"                , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    """
+    #https://q2-sidle.readthedocs.io/en/latest/reconstruction.html#taxonomic-reconstruction
+    #https://forum.qiime2.org/t/sidle-reconstruct-database/25439
+    export XDG_CONFIG_HOME="./xdgconfig"
+    export MPLCONFIGDIR="./mplconfigdir"
+    export NUMBA_CACHE_DIR="./numbacache"
+
+    #CPU=1
+    qiime sidle reconstruct-taxonomy \\
+        --i-reconstruction-map ${reconstruction_map} \\
+        --i-taxonomy ${tax} \\
+        $args \\
+        --o-reconstructed-taxonomy reconstruction_taxonomy.qza
+
+    #export visualisation
+    qiime metadata tabulate \\
+        --m-input-file reconstruction_taxonomy.qza \\
+        --o-visualization reconstruction_taxonomy.qzv
+    qiime tools export \\
+        --input-path reconstruction_taxonomy.qzv \\
+        --output-path "reconstruction_taxonomy"
+
+    #export taxonomic tsv
+    qiime tools export \\
+        --input-path reconstruction_taxonomy.qza \\
+        --output-path exported
+    cp exported/taxonomy.tsv reconstruction_taxonomy.tsv
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        qiime2: \$( qiime --version | sed '1!d;s/.* //' )
+        qiime2 plugin sidle: \$( qiime sidle --version | sed 's/ (.*//' | sed 's/.*version //' )
+        q2-sidle: \$( qiime sidle --version | sed 's/.*version //' | sed 's/)//' )
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/sidle_treerecon.nf b/modules/local/sidle_treerecon.nf
new file mode 100644
index 00000000..0d12be82
--- /dev/null
+++ b/modules/local/sidle_treerecon.nf
@@ -0,0 +1,47 @@
+process SIDLE_TREERECON {
+    label 'process_medium'
+
+    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+
+    input:
+    path(reconstruction_fragments)
+    path(ref_db_tree)
+
+    output:
+    path("reconstructed_tree.qza")       , emit: qza
+    path("reconstruction_placements.qza"), emit: qza_placements
+    path("reconstructed_tree.nwk")       , emit: nwk
+    path "versions.yml"                  , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    """
+    # https://q2-sidle.readthedocs.io/en/latest/reconstruction.html#reconstructing-the-phylogenetic-tree
+    # required: SEPP file https://forum.qiime2.org/t/sidle-tutorial-missing-aligned-sequence-file/20604/8
+    # SEPP file only available for Greengenes 13_8 or SILVE 128 (not 138!): https://forum.qiime2.org/t/error-in-reconstructing-the-phylogenetic-tree/23757/8
+    export XDG_CONFIG_HOME="./xdgconfig"
+    export MPLCONFIGDIR="./mplconfigdir"
+    export NUMBA_CACHE_DIR="./numbacache"
+
+    qiime fragment-insertion sepp \\
+        --p-threads $task.cpus \\
+        --i-representative-sequences $reconstruction_fragments \\
+        --i-reference-database $ref_db_tree \\
+        --o-tree reconstructed_tree.qza \\
+        --o-placements reconstruction_placements.qza
+
+    #export tree file
+    qiime tools export \\
+        --input-path reconstructed_tree.qza \\
+        --output-path exported
+    cp exported/tree.nwk reconstructed_tree.nwk
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        qiime2: \$( qiime --version | sed '1!d;s/.* //' )
+        q2-fragment-insertion: \$( qiime fragment-insertion --version | sed 's/.*version //' | sed 's/)//' )
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/sidle_trim.nf b/modules/local/sidle_trim.nf
new file mode 100644
index 00000000..3120a09c
--- /dev/null
+++ b/modules/local/sidle_trim.nf
@@ -0,0 +1,45 @@
+process SIDLE_TRIM {
+    tag "$meta.region,$meta.region_length"
+    label 'process_single'
+
+    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+
+    input:
+    tuple val(meta), path(table), path(seq)
+
+    output:
+    tuple val(meta), path("*_table.qza")    , emit: table
+    tuple val(meta), path("*_rep-seqs.qza") , emit: seq
+    path "versions.yml"                     , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.region}"
+    def primerfw = "${meta.fw_primer}"
+    def primerrv = "${meta.rv_primer}"
+    def length = "${meta.region_length}"
+    """
+    # https://q2-sidle.readthedocs.io/en/latest/read_preparation.html#dada2
+    export XDG_CONFIG_HOME="./xdgconfig"
+    export MPLCONFIGDIR="./mplconfigdir"
+    export NUMBA_CACHE_DIR="./numbacache"
+
+    #CPU=1
+    qiime sidle trim-dada2-posthoc \
+        --i-table ${table} \
+        --i-representative-sequences ${seq} \
+        --p-trim-length $length \
+        --o-trimmed-table ${prefix}_${length}_table.qza \
+        --o-trimmed-representative-sequences ${prefix}_${length}_rep-seqs.qza
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        qiime2: \$( qiime --version | sed '1!d;s/.* //' )
+        qiime2 plugin sidle: \$( qiime sidle --version | sed 's/ (.*//' | sed 's/.*version //' )
+        q2-sidle: \$( qiime sidle --version | sed 's/.*version //' | sed 's/)//' )
+    END_VERSIONS
+    """
+}
diff --git a/nextflow.config b/nextflow.config
index 6a8e9994..d1d582a1 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -118,6 +118,10 @@ params {
     kraken2_assign_taxlevels = null
     kraken2_ref_tax_custom   = null
     kraken2_confidence       = 0.0
+    sidle_ref_sequences      = null
+    sidle_ref_alignedseq     = null
+    sidle_ref_taxonomy       = null
+    sidle_ref_tree           = null
 
     // MultiQC options
     multiqc_config             = null
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 4a146da4..39c34d82 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -504,6 +504,26 @@
                     "minimum": 0,
                     "maximum": 1
                 },
+                "sidle_ref_sequences": {
+                    "type": "string",
+                    "help_text": "",
+                    "description": "Path to SIDLE reference taxonomy sequences (*.fasta)"
+                },
+                "sidle_ref_alignedseq": {
+                    "type": "string",
+                    "help_text": "",
+                    "description": "Path to SIDLE aligned reference taxonomy sequences (*.fasta)"
+                },
+                "sidle_ref_taxonomy": {
+                    "type": "string",
+                    "help_text": "",
+                    "description": "Path to SIDLE reference taxonomy strings (*.txt)"
+                },
+                "sidle_ref_tree": {
+                    "type": "string",
+                    "help_text": "",
+                    "description": "Path to SIDLE reference taxonomy tree (*.qza)"
+                },
                 "sintax_ref_taxonomy": {
                     "type": "string",
                     "help_text": "Choose any of the supported databases, and optionally also specify the version. Database and version are separated by an equal sign (`=`, e.g. `coidb=221216`) . This will download the desired database and initiate taxonomic classification with VSEARCH sintax and the chosen database, which if needed is formatted to produce a file that is compatible with VSEARCH sintax.\n\nThe following databases are supported:\n- COIDB - eukaryotic Cytochrome Oxidase I (COI) from The Barcode of Life Data System (BOLD) - COI\n- UNITE - eukaryotic nuclear ribosomal ITS region - ITS\n\nGenerally, using `coidb`, `unite-fungi`, or `unite-alleuk` will select the most recent supported version.",
diff --git a/subworkflows/local/sidle_wf.nf b/subworkflows/local/sidle_wf.nf
new file mode 100644
index 00000000..54101cf9
--- /dev/null
+++ b/subworkflows/local/sidle_wf.nf
@@ -0,0 +1,121 @@
+/*
+ * Training of a classifier with QIIME2
+ */
+
+include { SIDLE_INDB        } from '../../modules/local/sidle_indb'
+include { SIDLE_INDBALIGNED } from '../../modules/local/sidle_indbaligned'
+include { SIDLE_DBFILT      } from '../../modules/local/sidle_dbfilt'
+include { SIDLE_IN          } from '../../modules/local/sidle_in'
+include { SIDLE_TRIM        } from '../../modules/local/sidle_trim'
+include { SIDLE_DBEXTRACT   } from '../../modules/local/sidle_dbextract'
+include { SIDLE_ALIGN       } from '../../modules/local/sidle_align'
+include { SIDLE_DBRECON     } from '../../modules/local/sidle_dbrecon'
+include { SIDLE_TABLERECON  } from '../../modules/local/sidle_tablerecon'
+include { SIDLE_TAXRECON    } from '../../modules/local/sidle_taxrecon'
+include { SIDLE_FILTTAX     } from '../../modules/local/sidle_filttax'
+include { SIDLE_SEQRECON    } from '../../modules/local/sidle_seqrecon'
+include { SIDLE_TREERECON   } from '../../modules/local/sidle_treerecon'
+
+
+workflow SIDLE_WF {
+    take:
+    ch_asv_tables_sequences
+    ch_db_sequences
+    ch_db_alignedsequences
+    ch_db_taxonomy
+    ch_db_tree
+
+    main:
+    ch_sidle_versions = Channel.empty()
+
+    // DB
+    SIDLE_INDB ( ch_db_sequences, ch_db_taxonomy )
+    ch_sidle_versions = ch_sidle_versions.mix(SIDLE_INDB.out.versions)
+    SIDLE_INDBALIGNED ( ch_db_alignedsequences )
+    ch_sidle_versions = ch_sidle_versions.mix(SIDLE_INDBALIGNED.out.versions)
+    SIDLE_DBFILT ( SIDLE_INDB.out.seq, SIDLE_INDB.out.tax )
+    ch_sidle_versions = ch_sidle_versions.mix(SIDLE_DBFILT.out.versions)
+
+    // ASV
+    SIDLE_IN ( ch_asv_tables_sequences )
+    ch_sidle_versions = ch_sidle_versions.mix(SIDLE_IN.out.versions)
+    SIDLE_TRIM ( SIDLE_IN.out.table_seq )
+    ch_sidle_versions = ch_sidle_versions.mix(SIDLE_TRIM.out.versions)
+
+    // Combine & reconstruct
+    SIDLE_DBEXTRACT (
+        SIDLE_IN.out.table_seq
+            .combine( SIDLE_DBFILT.out.seq )
+            .combine( SIDLE_DBFILT.out.tax ) )
+    ch_sidle_versions = ch_sidle_versions.mix(SIDLE_DBEXTRACT.out.versions)
+
+    SIDLE_ALIGN ( SIDLE_DBEXTRACT.out.kmers.join(SIDLE_TRIM.out.seq).dump(tag: 'into_SIDLE_ALIGN') )
+    ch_sidle_versions = ch_sidle_versions.mix(SIDLE_ALIGN.out.versions)
+
+    SIDLE_DBEXTRACT.out.map
+        .join(SIDLE_ALIGN.out.aligned_map)
+        .multiMap { meta, map, aligned_map ->
+            sampleid: meta.id
+            map: map
+            aligned_map: aligned_map
+        }
+        .set { ch_db_reconstruction }
+
+    SIDLE_DBRECON (
+        ch_db_reconstruction.sampleid.collect(),
+        ch_db_reconstruction.map.collect(),
+        ch_db_reconstruction.aligned_map.collect() )
+    ch_sidle_versions = ch_sidle_versions.mix(SIDLE_DBRECON.out.versions)
+
+    SIDLE_TRIM.out.table
+        .join(SIDLE_ALIGN.out.aligned_map)
+        .multiMap { meta, table, aligned_map ->
+            sampleid: meta.id
+            table: table
+            aligned_map: aligned_map
+        }
+        .set { ch_table_reconstruction }
+
+    // Abundance table
+    SIDLE_TABLERECON (
+        ch_table_reconstruction.sampleid.collect(),
+        ch_table_reconstruction.table.collect(),
+        ch_table_reconstruction.aligned_map.collect(),
+        SIDLE_DBRECON.out.reconstruction_map,
+        SIDLE_DBRECON.out.reconstruction_summary )
+    ch_sidle_versions = ch_sidle_versions.mix(SIDLE_TABLERECON.out.versions)
+
+    // Taxonomic classification
+    SIDLE_TAXRECON (
+        SIDLE_DBRECON.out.reconstruction_map,
+        SIDLE_INDB.out.tax )
+    ch_sidle_versions = ch_sidle_versions.mix(SIDLE_TAXRECON.out.versions)
+    SIDLE_FILTTAX ( SIDLE_TAXRECON.out.tsv, SIDLE_TABLERECON.out.tsv )
+    ch_sidle_versions = ch_sidle_versions.mix(SIDLE_FILTTAX.out.versions)
+
+    // Reconstruct sequences/fragments
+    // required: aligned sequences file: https://forum.qiime2.org/t/finding-alignment-files-for-sidle/23773/2
+    SIDLE_SEQRECON (
+        SIDLE_DBRECON.out.reconstruction_map,
+        SIDLE_DBRECON.out.reconstruction_summary,
+        SIDLE_INDBALIGNED.out.seq )
+    // "The output of reconstruct-fragment-rep-seqs provides consensus sequences only if a reference sequence can't be resolved (ids that have a | symbol in them.) It's designed specifically to integrate with the fragment insertion and makes some downstream assumptions, including that you have the same database and insertion tree version.", see https://forum.qiime2.org/t/how-to-merge-q2-sidle-output-with-other-results/22823/2
+    ch_sidle_versions = ch_sidle_versions.mix(SIDLE_SEQRECON.out.versions)
+
+    // Reconstruct phylogenetic tree
+    SIDLE_TREERECON (
+        SIDLE_SEQRECON.out.qza,
+        ch_db_tree )
+    ch_sidle_versions = ch_sidle_versions.mix(SIDLE_TREERECON.out.versions)
+
+    emit:
+    tax_qza        = SIDLE_TAXRECON.out.qza
+    tax_tsv        = SIDLE_FILTTAX.out.filtered
+    tax_tsv_merged = SIDLE_FILTTAX.out.merged
+    table_biom     = SIDLE_TABLERECON.out.biom
+    table_qza      = SIDLE_TABLERECON.out.qza
+    table_tsv      = SIDLE_TABLERECON.out.tsv
+    tree_nwk       = SIDLE_TREERECON.out.nwk
+    tree_qza       = SIDLE_TREERECON.out.qza
+    versions       = ch_sidle_versions
+}
diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index c9b88322..447907dd 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -179,6 +179,7 @@ include { DADA2_RMCHIMERA               } from '../modules/local/dada2_rmchimera
 include { DADA2_STATS                   } from '../modules/local/dada2_stats'
 include { DADA2_MERGE                   } from '../modules/local/dada2_merge'
 include { DADA2_SPLITREGIONS            } from '../modules/local/dada2_splitregions'
+include { SIDLE_WF                      } from '../subworkflows/local/sidle_wf'
 include { BARRNAP                       } from '../modules/local/barrnap'
 include { BARRNAPSUMMARY                } from '../modules/local/barrnapsummary'
 include { FILTER_SSU                    } from '../modules/local/filter_ssu'
@@ -418,19 +419,32 @@ workflow AMPLISEQ {
         ch_stats = DADA2_MERGE.out.dada2stats
     }
 
-    //separate sequences and abundances when several regions
+    //
+    // SUBWORKFLOW / MODULES : Taxonomic classification with DADA2, SINTAX and/or QIIME2
+    //
     if ( params.input_multiregion ) {
+        // separate sequences and abundances when several regions
         DADA2_SPLITREGIONS (
             //DADA2_DENOISING per run & region -> per run
             ch_reads
                 .map {
                     info, reads ->
                         def meta = info.subMap( info.keySet() - 'id' - 'sample' - 'run' ) // All of 'id', 'sample', 'run' must be removed to merge by region
-                        def inf2 = info.subMap( info.keySet() - 'single_end' )// May not contain false,true,null: remove 'single_end'
+                        def inf2 = info.subMap( 'id', 'sample' )// May not contain false,true,null; only 'id', 'sample' required
                         [ meta, inf2 ] }
                 .groupTuple(by: 0 ).dump(tag:'DADA2_SPLITREGIONS:meta'),
-            DADA2_MERGE.out.dada2asv.first() )
+            DADA2_MERGE.out.dada2asv )
         ch_versions = ch_versions.mix(DADA2_SPLITREGIONS.out.versions)
+
+        // run q2-sidle
+        SIDLE_WF (
+            DADA2_SPLITREGIONS.out.for_sidle,
+            file( params.sidle_ref_sequences, checkIfExists: true ), //TODO: ch_sidle_ref_sequences // "gg_13_8_otus_rep_set_99_otus.fasta"
+            file( params.sidle_ref_alignedseq, checkIfExists: true ), //TODO: ch_sidle_ref_alignedseq // "gg_13_8_otus_taxonomy_99_otu_taxonomy.txt"
+            file( params.sidle_ref_taxonomy, checkIfExists: true ), //TODO: ch_sidle_ref_taxonomy // "gg_13_8_otus_taxonomy_99_otu_taxonomy.txt"
+            file( params.sidle_ref_tree, checkIfExists: true ) //TODO: ch_sidle_ref_tree // https://data.qiime2.org/2021.4/common/sepp-refs-gg-13-8.qza
+        )
+        ch_versions = ch_versions.mix(SIDLE_WF.out.versions)
     }
 
     //

From afbb18fddca94e07c2e3441bd6a3234cfc0f2236 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Fri, 9 Feb 2024 16:23:08 +0100
Subject: [PATCH 021/101] add sidle reference taxonomy entries & custom input

---
 bin/taxref_reformat_sidle.sh           | 22 +++++++++++++
 conf/ref_databases.config              | 37 +++++++++++++++++++++
 modules/local/format_taxonomy_sidle.nf | 38 ++++++++++++++++++++++
 nextflow.config                        |  7 ++--
 nextflow_schema.json                   | 25 +++++++-------
 subworkflows/local/sidle_wf.nf         | 45 ++++++++++++++++----------
 workflows/ampliseq.nf                  | 29 ++++++++++++++---
 7 files changed, 166 insertions(+), 37 deletions(-)
 create mode 100755 bin/taxref_reformat_sidle.sh
 create mode 100644 modules/local/format_taxonomy_sidle.nf

diff --git a/bin/taxref_reformat_sidle.sh b/bin/taxref_reformat_sidle.sh
new file mode 100755
index 00000000..67174b8e
--- /dev/null
+++ b/bin/taxref_reformat_sidle.sh
@@ -0,0 +1,22 @@
+#!/bin/sh
+
+# Untar any tar file in the working directory
+tar xzf database.tar.gz
+
+# Greengenes 13_8
+if [ -d "gg_13_8_otus" ]; then
+    mv gg_13_8_otus/rep_set/99_otus.fasta gg_13_8_otus_rep_set_99_otus.seq.fasta
+    mv gg_13_8_otus/rep_set_aligned/99_otus.fasta gg_13_8_otus_rep_set_aligned_99_otus.alnseq.fasta
+    mv gg_13_8_otus/taxonomy/99_otu_taxonomy.txt gg_13_8_otus_taxonomy_99_otu_taxonomy.tax.txt
+elif [ -d "gg_13_8_otus" ]; then
+    mv SILVA_128_QIIME_release/rep_set/rep_set_all/99/99_otus.fasta SILVA_128_QIIME_release_rep_set_all_99_otus.seq.fasta
+    gunzip -c /SILVA_128_QIIME_release/rep_set_aligned/99/99_otus_aligned.fasta.gz > SILVA_128_QIIME_release_rep_set_aligned_99_otus_aligned.alnseq.fasta
+    mv SILVA_128_QIIME_release/taxonomy/taxonomy_all/99/consensus_taxonomy_7_levels SILVA_128_QIIME_release_taxonomy_all_99_consensus_taxonomy_7_levels.tax.txt
+else
+    echo "Didnt detect any expected directory"
+fi
+
+
+
+
+
diff --git a/conf/ref_databases.config b/conf/ref_databases.config
index e89df338..7b702dad 100644
--- a/conf/ref_databases.config
+++ b/conf/ref_databases.config
@@ -488,4 +488,41 @@ params {
             taxlevels = "D,P,C,O,F,G,S"
         }
     }
+    // Sidle reference databases
+    sidle_ref_databases {
+        'silva' {
+            title = "SILVA - Version 128"
+            file = [ "https://www.arb-silva.de/fileadmin/silva_databases/qiime/Silva_128_release.tgz" ]
+            tree_qza = [ "https://data.qiime2.org/2021.4/common/sepp-refs-silva-128.qza" ]
+            citation = "https://www.arb-silva.de/; Bokulich, N.A., Robeson, M., Dillon, M.R. bokulich-lab/RESCRIPt. Zenodo. http://doi.org/10.5281/zenodo.3891931"
+            license = "https://www.arb-silva.de/silva-license-information/"
+            fmtscript = "taxref_reformat_sidle.sh"
+            taxlevels = "D,P,C,O,F,G"
+        }
+        'silva=128' {
+            title = "SILVA - Version 128"
+            file = [ "https://www.arb-silva.de/fileadmin/silva_databases/qiime/Silva_128_release.tgz" ]
+            tree_qza = [ "https://data.qiime2.org/2021.4/common/sepp-refs-silva-128.qza" ]
+            citation = "https://www.arb-silva.de/; Bokulich, N.A., Robeson, M., Dillon, M.R. bokulich-lab/RESCRIPt. Zenodo. http://doi.org/10.5281/zenodo.3891931"
+            license = "https://www.arb-silva.de/silva-license-information/"
+            fmtscript = "taxref_reformat_sidle.sh"
+            taxlevels = "D,P,C,O,F,G"
+        }
+        'greengenes' {
+            title = "Greengenes - Version 13_8"
+            file = [ "ftp://greengenes.microbio.me/greengenes_release/gg_13_5/gg_13_8_otus.tar.gz" ]
+            tree_qza = [ "https://data.qiime2.org/2021.4/common/sepp-refs-gg-13-8.qza" ]
+            citation = "McDonald, D., Price, M., Goodrich, J. et al. An improved Greengenes taxonomy with explicit ranks for ecological and evolutionary analyses of bacteria and archaea. ISME J 6, 610–618 (2012). https://doi.org/10.1038/ismej.2011.139"
+            fmtscript = "taxref_reformat_sidle.sh"
+            taxlevels = "D,P,C,O,F,G,S"
+        }
+        'greengenes=13_8' {
+            title = "Greengenes - Version 13_8"
+            file = [ "ftp://greengenes.microbio.me/greengenes_release/gg_13_5/gg_13_8_otus.tar.gz" ]
+            tree_qza = [ "https://data.qiime2.org/2021.4/common/sepp-refs-gg-13-8.qza" ]
+            citation = "McDonald, D., Price, M., Goodrich, J. et al. An improved Greengenes taxonomy with explicit ranks for ecological and evolutionary analyses of bacteria and archaea. ISME J 6, 610–618 (2012). https://doi.org/10.1038/ismej.2011.139"
+            fmtscript = "taxref_reformat_sidle.sh"
+            taxlevels = "D,P,C,O,F,G,S"
+        }
+    }
 }
diff --git a/modules/local/format_taxonomy_sidle.nf b/modules/local/format_taxonomy_sidle.nf
new file mode 100644
index 00000000..a6b909f5
--- /dev/null
+++ b/modules/local/format_taxonomy_sidle.nf
@@ -0,0 +1,38 @@
+process FORMAT_TAXONOMY_SIDLE {
+    label 'process_low'
+
+    conda "conda-forge::sed=4.7"
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://containers.biocontainers.pro/s3/SingImgsRepo/biocontainers/v1.2.0_cv1/biocontainers_v1.2.0_cv1.img' :
+        'docker.io/biocontainers/biocontainers:v1.2.0_cv1' }"
+
+    input:
+    path('database.tar.gz')
+    val(suffix)
+
+    output:
+    path( "*.seq.fasta" )         , emit: seq
+    path( "*.alnseq.fasta")       , emit: alnseq
+    path( "*.tax.txt")            , emit: tax
+    path( "ref_taxonomy.*.txt")   , emit: ref_tax_info
+    path "versions.yml"           , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    """
+    ${params.sidle_ref_databases[params.sidle_ref_taxonomy]["fmtscript"]}
+
+    #Giving out information
+    echo -e "--sidle_ref_taxonomy: ${params.sidle_ref_taxonomy}\n" >ref_taxonomy.${suffix}.txt
+    echo -e "Title: ${params.sidle_ref_databases[params.sidle_ref_taxonomy]["title"]}\n" >>ref_taxonomy.${suffix}.txt
+    echo -e "Citation: ${params.sidle_ref_databases[params.sidle_ref_taxonomy]["citation"]}\n" >>ref_taxonomy.${suffix}.txt
+    echo "All entries: ${params.sidle_ref_databases[params.sidle_ref_taxonomy]}" >>ref_taxonomy.${suffix}.txt
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        bash: \$(bash --version | sed -n 1p | sed 's/GNU bash, version //g')
+    END_VERSIONS
+    """
+}
diff --git a/nextflow.config b/nextflow.config
index d1d582a1..7c93e99a 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -118,10 +118,9 @@ params {
     kraken2_assign_taxlevels = null
     kraken2_ref_tax_custom   = null
     kraken2_confidence       = 0.0
-    sidle_ref_sequences      = null
-    sidle_ref_alignedseq     = null
     sidle_ref_taxonomy       = null
-    sidle_ref_tree           = null
+    sidle_ref_tax_custom     = null
+    sidle_ref_tree_custom    = null
 
     // MultiQC options
     multiqc_config             = null
@@ -159,7 +158,7 @@ params {
     // Schema validation default options
     validationFailUnrecognisedParams = false
     validationLenientMode            = false
-    validationSchemaIgnoreParams     = 'dada_ref_databases,qiime_ref_databases,sintax_ref_databases,kraken2_ref_databases,genomes,igenomes_base'
+    validationSchemaIgnoreParams     = 'dada_ref_databases,qiime_ref_databases,sintax_ref_databases,kraken2_ref_databases,sidle_ref_databases,genomes,igenomes_base'
     validationShowHiddenParams       = false
     validate_params                  = true
 
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 39c34d82..f8e31a9a 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -504,24 +504,25 @@
                     "minimum": 0,
                     "maximum": 1
                 },
-                "sidle_ref_sequences": {
-                    "type": "string",
-                    "help_text": "",
-                    "description": "Path to SIDLE reference taxonomy sequences (*.fasta)"
-                },
-                "sidle_ref_alignedseq": {
+                "sidle_ref_taxonomy": {
                     "type": "string",
                     "help_text": "",
-                    "description": "Path to SIDLE aligned reference taxonomy sequences (*.fasta)"
+                    "description": "Name of supported database, and optionally also version number",
+                    "enum": [
+                        "silva",
+                        "silva=128",
+                        "greengenes",
+                        "greengenes=13_8"
+                    ]
                 },
-                "sidle_ref_taxonomy": {
+                "sidle_ref_tax_custom": {
                     "type": "string",
-                    "help_text": "",
-                    "description": "Path to SIDLE reference taxonomy strings (*.txt)"
+                    "help_text": "Consider also setting `--sidle_ref_tree_custom`. Example usage: `--sidle_ref_tax_custom 'rep_set_99.fasta,rep_set_aligned_99.fasta,taxonomy_99_taxonomy.txt'`",
+                    "description": "Comma separated paths to three files: reference taxonomy sequences (*.fasta), reference taxonomy strings (*.txt)"
                 },
-                "sidle_ref_tree": {
+                "sidle_ref_tree_custom": {
                     "type": "string",
-                    "help_text": "",
+                    "help_text": "Overwrites tree chosen by `--sidle_ref_taxonomy`",
                     "description": "Path to SIDLE reference taxonomy tree (*.qza)"
                 },
                 "sintax_ref_taxonomy": {
diff --git a/subworkflows/local/sidle_wf.nf b/subworkflows/local/sidle_wf.nf
index 54101cf9..865952da 100644
--- a/subworkflows/local/sidle_wf.nf
+++ b/subworkflows/local/sidle_wf.nf
@@ -2,33 +2,44 @@
  * Training of a classifier with QIIME2
  */
 
-include { SIDLE_INDB        } from '../../modules/local/sidle_indb'
-include { SIDLE_INDBALIGNED } from '../../modules/local/sidle_indbaligned'
-include { SIDLE_DBFILT      } from '../../modules/local/sidle_dbfilt'
-include { SIDLE_IN          } from '../../modules/local/sidle_in'
-include { SIDLE_TRIM        } from '../../modules/local/sidle_trim'
-include { SIDLE_DBEXTRACT   } from '../../modules/local/sidle_dbextract'
-include { SIDLE_ALIGN       } from '../../modules/local/sidle_align'
-include { SIDLE_DBRECON     } from '../../modules/local/sidle_dbrecon'
-include { SIDLE_TABLERECON  } from '../../modules/local/sidle_tablerecon'
-include { SIDLE_TAXRECON    } from '../../modules/local/sidle_taxrecon'
-include { SIDLE_FILTTAX     } from '../../modules/local/sidle_filttax'
-include { SIDLE_SEQRECON    } from '../../modules/local/sidle_seqrecon'
-include { SIDLE_TREERECON   } from '../../modules/local/sidle_treerecon'
-
+include { FORMAT_TAXONOMY_SIDLE } from '../../modules/local/format_taxonomy_sidle'
+include { SIDLE_INDB            } from '../../modules/local/sidle_indb'
+include { SIDLE_INDBALIGNED     } from '../../modules/local/sidle_indbaligned'
+include { SIDLE_DBFILT          } from '../../modules/local/sidle_dbfilt'
+include { SIDLE_IN              } from '../../modules/local/sidle_in'
+include { SIDLE_TRIM            } from '../../modules/local/sidle_trim'
+include { SIDLE_DBEXTRACT       } from '../../modules/local/sidle_dbextract'
+include { SIDLE_ALIGN           } from '../../modules/local/sidle_align'
+include { SIDLE_DBRECON         } from '../../modules/local/sidle_dbrecon'
+include { SIDLE_TABLERECON      } from '../../modules/local/sidle_tablerecon'
+include { SIDLE_TAXRECON        } from '../../modules/local/sidle_taxrecon'
+include { SIDLE_FILTTAX         } from '../../modules/local/sidle_filttax'
+include { SIDLE_SEQRECON        } from '../../modules/local/sidle_seqrecon'
+include { SIDLE_TREERECON       } from '../../modules/local/sidle_treerecon'
 
 workflow SIDLE_WF {
     take:
     ch_asv_tables_sequences
-    ch_db_sequences
-    ch_db_alignedsequences
-    ch_db_taxonomy
+    ch_sidle_ref_taxonomy
+    val_sidle_ref_taxonomy
     ch_db_tree
 
     main:
     ch_sidle_versions = Channel.empty()
 
     // DB
+    if (!params.sidle_ref_tax_custom) {
+        //standard ref taxonomy input from conf/ref_databases.config, one tar.gz / tgz with all files
+        FORMAT_TAXONOMY_SIDLE ( ch_sidle_ref_taxonomy, val_sidle_ref_taxonomy )
+        ch_db_sequences = FORMAT_TAXONOMY_SIDLE.out.seqs
+        ch_db_alignedsequences = FORMAT_TAXONOMY_SIDLE.out.alnseq
+        ch_db_taxonomy = FORMAT_TAXONOMY_SIDLE.out.tax
+    } else {
+        //input from params.sidle_ref_tax_custom: it[0] = fasta = ch_db_sequences, it[1] = aligned fasta = ch_db_alignedsequences, it[2] = taxonomy txt = ch_db_taxonomy
+        ch_db_sequences = ch_sidle_ref_taxonomy.map{ it[0] }
+        ch_db_alignedsequences = ch_sidle_ref_taxonomy.map{ it[1] }
+        ch_db_taxonomy = ch_sidle_ref_taxonomy.map{ it[2] }
+    }
     SIDLE_INDB ( ch_db_sequences, ch_db_taxonomy )
     ch_sidle_versions = ch_sidle_versions.mix(SIDLE_INDB.out.versions)
     SIDLE_INDBALIGNED ( ch_db_alignedsequences )
diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index 447907dd..880203d1 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -42,6 +42,28 @@ if (params.classifier) {
     ch_qiime_classifier = Channel.fromPath("${params.classifier}", checkIfExists: true)
 } else { ch_qiime_classifier = Channel.empty() }
 
+if (params.sidle_ref_tax_custom) {
+    if ("${params.sidle_ref_tax_custom}".contains(",")) {
+        sidle_ref_paths = "${params.sidle_ref_tax_custom}".split(",")
+        if (sidle_ref_paths.length != 3) {
+            error "--sidle_ref_tax_custom exately three filepaths separated by a comma (fasta, aligned fasta, taxonomy). Please review input."
+        }
+        ch_sidle_ref_taxonomy = Channel.fromPath( Arrays.asList(sidle_ref_paths), checkIfExists: true )
+    } else {
+        error "--sidle_ref_tax_custom accepts exately three filepaths separated by a comma. Please review input."
+    }
+    val_sidle_ref_taxonomy = "user"
+    ch_sidle_ref_taxonomy_tree = params.sidle_ref_tree_custom ? Channel.fromPath("${params.sidle_ref_tree_custom}", checkIfExists: true) : Channel.empty()
+} else if (params.sidle_ref_taxonomy) {
+    ch_sidle_ref_taxonomy = Channel.fromList( params.sidle_ref_databases[params.sidle_ref_taxonomy]["file"] ).map { file(it) }
+    ch_sidle_ref_taxonomy_tree = params.sidle_ref_tree_custom ? Channel.fromPath("${params.sidle_ref_tree_custom}", checkIfExists: true) : Channel.fromList( params.sidle_ref_databases[params.sidle_ref_taxonomy]["tree_qza"] ).map { file(it) }
+    val_sidle_ref_taxonomy = params.sidle_ref_taxonomy.replace('=','_').replace('.','_')
+} else {
+    ch_sidle_ref_taxonomy = Channel.empty()
+    ch_sidle_ref_taxonomy_tree = Channel.empty()
+    val_sidle_ref_taxonomy = "none"
+}
+
 if (params.dada_ref_tax_custom) {
     //custom ref taxonomy input from params.dada_ref_tax_custom & params.dada_ref_tax_custom_sp
     ch_assigntax = Channel.fromPath("${params.dada_ref_tax_custom}", checkIfExists: true)
@@ -439,10 +461,9 @@ workflow AMPLISEQ {
         // run q2-sidle
         SIDLE_WF (
             DADA2_SPLITREGIONS.out.for_sidle,
-            file( params.sidle_ref_sequences, checkIfExists: true ), //TODO: ch_sidle_ref_sequences // "gg_13_8_otus_rep_set_99_otus.fasta"
-            file( params.sidle_ref_alignedseq, checkIfExists: true ), //TODO: ch_sidle_ref_alignedseq // "gg_13_8_otus_taxonomy_99_otu_taxonomy.txt"
-            file( params.sidle_ref_taxonomy, checkIfExists: true ), //TODO: ch_sidle_ref_taxonomy // "gg_13_8_otus_taxonomy_99_otu_taxonomy.txt"
-            file( params.sidle_ref_tree, checkIfExists: true ) //TODO: ch_sidle_ref_tree // https://data.qiime2.org/2021.4/common/sepp-refs-gg-13-8.qza
+            ch_sidle_ref_taxonomy.collect(),
+            val_sidle_ref_taxonomy,
+            ch_sidle_ref_taxonomy_tree
         )
         ch_versions = ch_versions.mix(SIDLE_WF.out.versions)
     }

From a8bc971b8a9532da6cbe990ae38aaac750632f81 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Fri, 9 Feb 2024 16:31:19 +0100
Subject: [PATCH 022/101] fix prettier

---
 nextflow_schema.json | 7 +------
 1 file changed, 1 insertion(+), 6 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index f8e31a9a..34f3ea1f 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -508,12 +508,7 @@
                     "type": "string",
                     "help_text": "",
                     "description": "Name of supported database, and optionally also version number",
-                    "enum": [
-                        "silva",
-                        "silva=128",
-                        "greengenes",
-                        "greengenes=13_8"
-                    ]
+                    "enum": ["silva", "silva=128", "greengenes", "greengenes=13_8"]
                 },
                 "sidle_ref_tax_custom": {
                     "type": "string",

From 0185e0c8ff1196355cd9229bf8ca1bdc7eeb95cb Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Thu, 22 Feb 2024 16:44:16 +0100
Subject: [PATCH 023/101] plugin sidle output to downstream analysis

---
 conf/modules.config                           |  2 +-
 modules/local/qiime2_seqfiltertable.nf        | 38 ++++++++++++++
 ...iltertaxa.nf => qiime2_tablefiltertaxa.nf} | 21 ++------
 workflows/ampliseq.nf                         | 52 ++++++++++++-------
 4 files changed, 75 insertions(+), 38 deletions(-)
 create mode 100644 modules/local/qiime2_seqfiltertable.nf
 rename modules/local/{qiime2_filtertaxa.nf => qiime2_tablefiltertaxa.nf} (73%)

diff --git a/conf/modules.config b/conf/modules.config
index a0bda596..c0adde3b 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -809,7 +809,7 @@ process {
         ]
     }
 
-    withName: QIIME2_FILTERTAXA {
+    withName: 'QIIME2_TABLEFILTERTAXA|QIIME2_SEQFILTERTABLE' {
         publishDir = [
             [
                 path: { "${params.outdir}/qiime2/abundance_tables" },
diff --git a/modules/local/qiime2_seqfiltertable.nf b/modules/local/qiime2_seqfiltertable.nf
new file mode 100644
index 00000000..d0310fb6
--- /dev/null
+++ b/modules/local/qiime2_seqfiltertable.nf
@@ -0,0 +1,38 @@
+process QIIME2_SEQFILTERTABLE {
+    tag "${repseq} filter by ${table}"
+    label 'process_low'
+
+    container "qiime2/core:2023.7"
+
+    input:
+    path(table)
+    path(repseq)
+
+    output:
+    path("filtered-sequences.qza"), emit: qza
+    path "versions.yml"           , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    // Exit if running this module with -profile conda / -profile mamba
+    if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
+        error "QIIME2 does not support Conda. Please use Docker / Singularity / Podman instead."
+    }
+    """
+    export XDG_CONFIG_HOME="./xdgconfig"
+    export MPLCONFIGDIR="./mplconfigdir"
+    export NUMBA_CACHE_DIR="./numbacache"
+
+    qiime feature-table filter-seqs \\
+        --i-data $repseq \\
+        --i-table $table \\
+        --o-filtered-data filtered-sequences.qza
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        qiime2: \$( qiime --version | sed '1!d;s/.* //' )
+    END_VERSIONS
+    """
+}
diff --git a/modules/local/qiime2_filtertaxa.nf b/modules/local/qiime2_tablefiltertaxa.nf
similarity index 73%
rename from modules/local/qiime2_filtertaxa.nf
rename to modules/local/qiime2_tablefiltertaxa.nf
index 404552dd..628d1b2e 100644
--- a/modules/local/qiime2_filtertaxa.nf
+++ b/modules/local/qiime2_tablefiltertaxa.nf
@@ -1,4 +1,4 @@
-process QIIME2_FILTERTAXA {
+process QIIME2_TABLEFILTERTAXA {
     tag "taxa:${exclude_taxa};min-freq:${min_frequency};min-samples:${min_samples}"
     label 'process_low'
 
@@ -6,16 +6,14 @@ process QIIME2_FILTERTAXA {
 
     input:
     path(table)
-    path(repseq)
     path(taxonomy)
     val(min_frequency)
     val(min_samples)
     val(exclude_taxa)
 
     output:
-    path("filtered-table.qza"), emit: asv
+    path("filtered-table.qza"), emit: qza
     path("filtered-table.tsv"), emit: tsv
-    path("filtered-sequences.qza"), emit: seq
     path "versions.yml"       , emit: versions
 
     when:
@@ -32,13 +30,6 @@ process QIIME2_FILTERTAXA {
     export NUMBA_CACHE_DIR="./numbacache"
 
     if ! [ \"${exclude_taxa}\" = \"none\" ]; then
-        #filter sequences
-        qiime taxa filter-seqs \\
-            --i-sequences ${repseq} \\
-            --i-taxonomy ${taxonomy} \\
-            --p-exclude ${exclude_taxa} --p-mode contains \\
-            --o-filtered-sequences tax_filtered-sequences.qza
-        #filter abundance table
         qiime taxa filter-table \\
             --i-table ${table} \\
             --i-taxonomy ${taxonomy} \
@@ -46,22 +37,16 @@ process QIIME2_FILTERTAXA {
             --p-mode contains \\
             --o-filtered-table tax_filtered-table.qza
         filtered_table="tax_filtered-table.qza"
-        filtered_sequences="tax_filtered-sequences.qza"
     else
         filtered_table=${table}
-        filtered_sequences=${repseq}
     fi
+
     qiime feature-table filter-features \\
         --i-table \$filtered_table \\
         --p-min-frequency ${min_frequency} \\
         --p-min-samples ${min_samples} \\
         --o-filtered-table filtered-table.qza
 
-    qiime feature-table filter-seqs \\
-        --i-data \$filtered_sequences \\
-        --i-table filtered-table.qza \\
-        --o-filtered-data filtered-sequences.qza
-
     #produce raw count table in biom format "table/feature-table.biom"
     qiime tools export \\
         --input-path filtered-table.qza  \\
diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index 880203d1..bb01be85 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -176,7 +176,7 @@ if ( !(workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1)
 }
 
 //only run QIIME2 downstream analysis when taxonomy is actually calculated and all required data is available
-if ( !(workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) && !params.skip_taxonomy && !params.skip_qiime && !params.skip_qiime_downstream && (!params.skip_dada_taxonomy || params.sintax_ref_taxonomy || params.qiime_ref_taxonomy || params.qiime_ref_tax_custom || params.kraken2_ref_taxonomy || params.kraken2_ref_tax_custom) ) {
+if ( !(workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) && !params.skip_taxonomy && !params.skip_qiime && !params.skip_qiime_downstream && (!params.skip_dada_taxonomy || params.sintax_ref_taxonomy || params.qiime_ref_taxonomy || params.qiime_ref_tax_custom || params.kraken2_ref_taxonomy || params.kraken2_ref_tax_custom || params.input_multiregion) ) {
     run_qiime2 = true
 } else {
     run_qiime2 = false
@@ -215,7 +215,8 @@ include { FORMAT_TAXONOMY               } from '../modules/local/format_taxonomy
 include { ITSX_CUTASV                   } from '../modules/local/itsx_cutasv'
 include { MERGE_STATS as MERGE_STATS_STD} from '../modules/local/merge_stats'
 include { QIIME2_INSEQ                  } from '../modules/local/qiime2_inseq'
-include { QIIME2_FILTERTAXA             } from '../modules/local/qiime2_filtertaxa'
+include { QIIME2_TABLEFILTERTAXA        } from '../modules/local/qiime2_tablefiltertaxa'
+include { QIIME2_SEQFILTERTABLE         } from '../modules/local/qiime2_seqfiltertable'
 include { QIIME2_INASV                  } from '../modules/local/qiime2_inasv'
 include { QIIME2_INTREE                 } from '../modules/local/qiime2_intree'
 include { FORMAT_PPLACETAX              } from '../modules/local/format_pplacetax'
@@ -466,13 +467,23 @@ workflow AMPLISEQ {
             ch_sidle_ref_taxonomy_tree
         )
         ch_versions = ch_versions.mix(SIDLE_WF.out.versions)
+
+        // forward results to downstream analysis if multi region
+        ch_dada2_asv = SIDLE_WF.out.table_tsv
+        ch_dada2_fasta = Channel.empty()
+        // TODO Any ASV post-clustering param is not allowed: vsearch_cluster, filter_ssu, min_len_asv, max_len_asv, filter_codons, cut_its
+        // TODO Must have params: skip_dada_taxonomy, skip_report
+    } else {
+        // forward results to downstream analysis if single region
+        ch_dada2_fasta = DADA2_MERGE.out.fasta
+        ch_dada2_asv = DADA2_MERGE.out.asv
     }
 
     //
     // MODULE : ASV post-clustering with VSEARCH
     //
-    if (params.vsearch_cluster) {
-        ch_fasta_for_clustering = DADA2_MERGE.out.fasta
+    if (params.vsearch_cluster && !params.input_multiregion) {
+        ch_fasta_for_clustering = ch_dada2_fasta
             .map {
                 fasta ->
                     def meta = [:]
@@ -480,13 +491,10 @@ workflow AMPLISEQ {
                     [ meta, fasta ] }
         VSEARCH_CLUSTER ( ch_fasta_for_clustering )
         ch_versions = ch_versions.mix(VSEARCH_CLUSTER.out.versions.ifEmpty(null))
-        FILTER_CLUSTERS ( VSEARCH_CLUSTER.out.clusters, DADA2_MERGE.out.asv )
+        FILTER_CLUSTERS ( VSEARCH_CLUSTER.out.clusters, ch_dada2_asv )
         ch_versions = ch_versions.mix(FILTER_CLUSTERS.out.versions.ifEmpty(null))
         ch_dada2_fasta = FILTER_CLUSTERS.out.fasta
         ch_dada2_asv = FILTER_CLUSTERS.out.asv
-    } else {
-        ch_dada2_fasta = DADA2_MERGE.out.fasta
-        ch_dada2_asv = DADA2_MERGE.out.asv
     }
 
     //
@@ -502,7 +510,7 @@ workflow AMPLISEQ {
     //
     // Modules : Filter rRNA
     //
-    if (!params.skip_barrnap && params.filter_ssu) {
+    if ( !params.skip_barrnap && params.filter_ssu && !params.input_multiregion ) {
         BARRNAP ( ch_unfiltered_fasta )
         BARRNAPSUMMARY ( BARRNAP.out.gff.collect() )
         BARRNAPSUMMARY.out.warning.subscribe {
@@ -517,7 +525,7 @@ workflow AMPLISEQ {
         ch_stats = MERGE_STATS_FILTERSSU.out.tsv
         ch_dada2_fasta = FILTER_SSU.out.fasta
         ch_dada2_asv = FILTER_SSU.out.asv
-    } else if (!params.skip_barrnap && !params.filter_ssu) {
+    } else if ( !params.skip_barrnap && !params.filter_ssu && !params.input_multiregion ) {
         BARRNAP ( ch_unfiltered_fasta )
         BARRNAPSUMMARY ( BARRNAP.out.gff.collect() )
         BARRNAPSUMMARY.out.warning.subscribe { if ( it.baseName.toString().startsWith("WARNING") ) log.warn "Barrnap could not identify any rRNA in the ASV sequences. We recommended to use the --skip_barrnap option for these sequences." }
@@ -532,7 +540,7 @@ workflow AMPLISEQ {
     //
     // Modules : amplicon length filtering
     //
-    if (params.min_len_asv || params.max_len_asv) {
+    if ( (params.min_len_asv || params.max_len_asv) && !params.input_multiregion ) {
         FILTER_LEN_ASV ( ch_dada2_fasta, ch_dada2_asv.ifEmpty( [] ) )
         ch_versions = ch_versions.mix(FILTER_LEN_ASV.out.versions.ifEmpty(null))
         MERGE_STATS_FILTERLENASV ( ch_stats, FILTER_LEN_ASV.out.stats )
@@ -546,7 +554,7 @@ workflow AMPLISEQ {
     //
     // Modules : Filtering based on codons in an open reading frame
     //
-    if (params.filter_codons ) {
+    if ( params.filter_codons && !params.input_multiregion ) {
         FILTER_CODONS ( ch_dada2_fasta, ch_dada2_asv.ifEmpty( [] ) )
         ch_versions = ch_versions.mix(FILTER_CODONS.out.versions.ifEmpty(null))
         MERGE_STATS_CODONS( ch_stats, FILTER_CODONS.out.stats )
@@ -688,6 +696,8 @@ workflow AMPLISEQ {
         // Import phylogenetic tree into QIIME2
         if ( params.pplace_tree ) {
             ch_tree = QIIME2_INTREE ( FASTA_NEWICK_EPANG_GAPPA.out.grafted_phylogeny ).qza
+        } else if (params.input_multiregion) {
+            ch_tree = SIDLE_WF.out.tree_qza
         } else { ch_tree = [] }
 
         // Import taxonomic classification into QIIME2, if available
@@ -697,6 +707,10 @@ workflow AMPLISEQ {
             ch_tax = Channel.empty()
             tax_agglom_min = 1
             tax_agglom_max = 2
+        } else if ( params.input_multiregion ) {
+            log.info "Use multi-region SIDLE taxonomy classification"
+            val_used_taxonomy = "SIDLE"
+            ch_tax = SIDLE_WF.out.tax_qza
         } else if ( params.pplace_tree && params.pplace_taxonomy) {
             log.info "Use EPA-NG / GAPPA taxonomy classification"
             val_used_taxonomy = "phylogenetic placement"
@@ -727,20 +741,20 @@ workflow AMPLISEQ {
 
         // Filtering ASVs by taxonomy & prevalence & counts
         if (params.exclude_taxa != "none" || params.min_frequency != 1 || params.min_samples != 1) {
-            QIIME2_FILTERTAXA (
+            QIIME2_TABLEFILTERTAXA (
                 QIIME2_INASV.out.qza,
-                QIIME2_INSEQ.out.qza,
                 ch_tax,
                 params.min_frequency,
                 params.min_samples,
                 params.exclude_taxa
             )
-            FILTER_STATS ( ch_dada2_asv, QIIME2_FILTERTAXA.out.tsv )
+            QIIME2_SEQFILTERTABLE ( QIIME2_TABLEFILTERTAXA.out.qza, QIIME2_INSEQ.out.qza )
+            FILTER_STATS ( ch_dada2_asv, QIIME2_TABLEFILTERTAXA.out.tsv )
             ch_versions = ch_versions.mix( FILTER_STATS.out.versions.ifEmpty(null) )
             MERGE_STATS_FILTERTAXA (ch_stats, FILTER_STATS.out.tsv)
-            ch_asv = QIIME2_FILTERTAXA.out.asv
-            ch_seq = QIIME2_FILTERTAXA.out.seq
-            ch_tsv = QIIME2_FILTERTAXA.out.tsv
+            ch_asv = QIIME2_TABLEFILTERTAXA.out.qza
+            ch_seq = QIIME2_SEQFILTERTABLE.out.qza
+            ch_tsv = QIIME2_TABLEFILTERTAXA.out.tsv
         } else {
             ch_asv = QIIME2_INASV.out.qza
             ch_seq = QIIME2_INSEQ.out.qza
@@ -948,7 +962,7 @@ workflow AMPLISEQ {
             !params.skip_taxonomy && ( params.qiime_ref_taxonomy || params.qiime_ref_tax_custom || params.classifier ) && run_qiime2_taxonomy ? QIIME2_TAXONOMY.out.tsv.ifEmpty( [] ) : [],
             run_qiime2,
             run_qiime2 ? val_used_taxonomy : "",
-            run_qiime2 && ( params.exclude_taxa != "none" || params.min_frequency != 1 || params.min_samples != 1 ) ? ch_dada2_asv.countLines()+","+QIIME2_FILTERTAXA.out.tsv.countLines() : "",
+            run_qiime2 && ( params.exclude_taxa != "none" || params.min_frequency != 1 || params.min_samples != 1 ) ? ch_dada2_asv.countLines()+","+QIIME2_TABLEFILTERTAXA.out.tsv.countLines() : "",
             run_qiime2 && ( params.exclude_taxa != "none" || params.min_frequency != 1 || params.min_samples != 1 ) ? FILTER_STATS.out.tsv.ifEmpty( [] ) : [],
             run_qiime2 && !params.skip_barplot ? QIIME2_BARPLOT.out.folder.ifEmpty( [] ) : [],
             run_qiime2 && !params.skip_abundance_tables ? QIIME2_EXPORT.out.abs_tsv.ifEmpty( [] ) : [],

From 5b4d4d08b77931267818c337b94c1c5e6b6dd3ae Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Fri, 23 Feb 2024 14:54:56 +0100
Subject: [PATCH 024/101] --sidle_ref_taxonomy greengenes works

---
 subworkflows/local/sidle_wf.nf |  2 +-
 workflows/ampliseq.nf          | 10 +++++++---
 2 files changed, 8 insertions(+), 4 deletions(-)

diff --git a/subworkflows/local/sidle_wf.nf b/subworkflows/local/sidle_wf.nf
index 865952da..9b091b3e 100644
--- a/subworkflows/local/sidle_wf.nf
+++ b/subworkflows/local/sidle_wf.nf
@@ -31,7 +31,7 @@ workflow SIDLE_WF {
     if (!params.sidle_ref_tax_custom) {
         //standard ref taxonomy input from conf/ref_databases.config, one tar.gz / tgz with all files
         FORMAT_TAXONOMY_SIDLE ( ch_sidle_ref_taxonomy, val_sidle_ref_taxonomy )
-        ch_db_sequences = FORMAT_TAXONOMY_SIDLE.out.seqs
+        ch_db_sequences = FORMAT_TAXONOMY_SIDLE.out.seq
         ch_db_alignedsequences = FORMAT_TAXONOMY_SIDLE.out.alnseq
         ch_db_taxonomy = FORMAT_TAXONOMY_SIDLE.out.tax
     } else {
diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index bb01be85..7bd37da7 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -471,8 +471,12 @@ workflow AMPLISEQ {
         // forward results to downstream analysis if multi region
         ch_dada2_asv = SIDLE_WF.out.table_tsv
         ch_dada2_fasta = Channel.empty()
-        // TODO Any ASV post-clustering param is not allowed: vsearch_cluster, filter_ssu, min_len_asv, max_len_asv, filter_codons, cut_its
-        // TODO Must have params: skip_dada_taxonomy, skip_report
+        // TODO Any ASV post-clustering param is not allowed:
+        // - solved by '!params.input_multiregion' for vsearch_cluster, filter_ssu, min_len_asv, max_len_asv, filter_codons
+        // - not solved: cut_its
+        // TODO Must have params:
+        // solved by '!params.input_multiregion' for skip_report
+        // not solved: skip_dada_taxonomy
     } else {
         // forward results to downstream analysis if single region
         ch_dada2_fasta = DADA2_MERGE.out.fasta
@@ -911,7 +915,7 @@ workflow AMPLISEQ {
     //
     // MODULE: Summary Report
     //
-    if (!params.skip_report) {
+    if (!params.skip_report && !params.input_multiregion) {
         SUMMARY_REPORT (
             ch_report_template,
             ch_report_css,

From fdb8d683f863bdfda6eed91cd8f722023841b7bb Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Fri, 8 Mar 2024 14:58:59 +0100
Subject: [PATCH 025/101] Add multiregion test

---
 .github/workflows/ci.yml                |  1 +
 bin/taxref_reformat_sidle.sh            |  8 +++-
 conf/test_multiregion.config            | 33 +++++++++++++++
 nextflow.config                         |  1 +
 tests/pipeline/multiregion.nf.test      | 53 +++++++++++++++++++++++++
 tests/pipeline/multiregion.nf.test.snap | 40 +++++++++++++++++++
 workflows/ampliseq.nf                   |  4 ++
 7 files changed, 138 insertions(+), 2 deletions(-)
 create mode 100644 conf/test_multiregion.config
 create mode 100644 tests/pipeline/multiregion.nf.test
 create mode 100644 tests/pipeline/multiregion.nf.test.snap

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index bd42a8d0..45389f8f 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -57,6 +57,7 @@ jobs:
           - "test_pacbio_its"
           - "test_sintax"
           - "test_pplace"
+          - "test_multiregion"
         profile:
           - "docker"
 
diff --git a/bin/taxref_reformat_sidle.sh b/bin/taxref_reformat_sidle.sh
index 67174b8e..48267f73 100755
--- a/bin/taxref_reformat_sidle.sh
+++ b/bin/taxref_reformat_sidle.sh
@@ -8,12 +8,16 @@ if [ -d "gg_13_8_otus" ]; then
     mv gg_13_8_otus/rep_set/99_otus.fasta gg_13_8_otus_rep_set_99_otus.seq.fasta
     mv gg_13_8_otus/rep_set_aligned/99_otus.fasta gg_13_8_otus_rep_set_aligned_99_otus.alnseq.fasta
     mv gg_13_8_otus/taxonomy/99_otu_taxonomy.txt gg_13_8_otus_taxonomy_99_otu_taxonomy.tax.txt
-elif [ -d "gg_13_8_otus" ]; then
+    # remove uncompressed folder
+    rm -r gg_13_8_otus
+elif [ -d "SILVA_128_QIIME_release" ]; then
     mv SILVA_128_QIIME_release/rep_set/rep_set_all/99/99_otus.fasta SILVA_128_QIIME_release_rep_set_all_99_otus.seq.fasta
     gunzip -c /SILVA_128_QIIME_release/rep_set_aligned/99/99_otus_aligned.fasta.gz > SILVA_128_QIIME_release_rep_set_aligned_99_otus_aligned.alnseq.fasta
     mv SILVA_128_QIIME_release/taxonomy/taxonomy_all/99/consensus_taxonomy_7_levels SILVA_128_QIIME_release_taxonomy_all_99_consensus_taxonomy_7_levels.tax.txt
+    # remove uncompressed folder
+    rm -r SILVA_128_QIIME_release
 else
-    echo "Didnt detect any expected directory"
+    echo "No expected directory detected"
 fi
 
 
diff --git a/conf/test_multiregion.config b/conf/test_multiregion.config
new file mode 100644
index 00000000..d320b192
--- /dev/null
+++ b/conf/test_multiregion.config
@@ -0,0 +1,33 @@
+/*
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+    Nextflow config file for running minimal tests
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+    Defines input files and everything required to run a fast and simple pipeline test.
+
+    Use as follows:
+        nextflow run nf-core/ampliseq -profile test_multiregion,<docker/singularity> --outdir <OUTDIR>
+
+----------------------------------------------------------------------------------------
+*/
+
+params {
+    config_profile_name = 'Test profile for multi-region analysis'
+    config_profile_description = 'Test dataset to check multi-region pipeline function'
+
+    // Limit resources so that this can run on GitHub Actions
+    max_cpus   = 2
+    max_memory = '6.GB'
+    max_time   = '6.h'
+
+    // Input data  -- TODO: PUT THOSE FILES TO GITHUB! --
+    input = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/samplesheet_multiregion.tsv"
+    metadata = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/metadata_multiregion.tsv"
+    input_multiregion = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/regions_multiregion.tsv"
+    sidle_ref_taxonomy = "greengenes"
+
+    // Prevent default taxonomic classification
+    skip_dada_taxonomy = true
+
+    //restrict ANCOM analysis to higher taxonomic levels
+    tax_agglom_max = 4
+}
diff --git a/nextflow.config b/nextflow.config
index 7c93e99a..a2fdc3a1 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -287,6 +287,7 @@ profiles {
     test_novaseq       { includeConfig 'conf/test_novaseq.config'       }
     test_pplace        { includeConfig 'conf/test_pplace.config'        }
     test_sintax        { includeConfig 'conf/test_sintax.config'        }
+    test_multiregion   { includeConfig 'conf/test_multiregion.config'   }
 }
 
 // Set default registry for Apptainer, Docker, Podman and Singularity independent of -profile
diff --git a/tests/pipeline/multiregion.nf.test b/tests/pipeline/multiregion.nf.test
new file mode 100644
index 00000000..52252b46
--- /dev/null
+++ b/tests/pipeline/multiregion.nf.test
@@ -0,0 +1,53 @@
+nextflow_pipeline {
+
+    name "Test Workflow main.nf"
+    script "main.nf"
+    tag "test_multiregion"
+    tag "pipeline"
+
+    test("Multiregion") {
+
+        when {
+            params {
+                outdir = "$outputDir"
+            }
+        }
+
+        then {
+            assertAll(
+                { assert workflow.success },
+                { assert snapshot(path("$outputDir/input/samplesheet_multiregion.tsv"),
+                                path("$outputDir/input/metadata_multiregion.tsv"),
+                                path("$outputDir/input/samplesheet_multiregion.tsv")).match("input") },
+                { assert snapshot(path("$outputDir/overall_summary.tsv")).match("overall_summary_tsv") },
+                { assert snapshot(path("$outputDir/cutadapt/cutadapt_summary.tsv")).match("cutadapt") },
+                { assert snapshot(path("$outputDir/dada2/ASV_seqs.fasta"),
+                                path("$outputDir/dada2/ASV_table.tsv"),
+                                path("$outputDir/dada2/DADA2_stats.tsv"),
+                                path("$outputDir/dada2/DADA2_table.rds"),
+                                path("$outputDir/dada2/DADA2_table.tsv")).match("dada2") },
+                { assert new File("$outputDir/sidle/per_region/ASV_seqs_region1_TGGCGAACGGGTGAGTAA_CCGTGTCTCAGTCCCARTG.fasta").exists() },
+                { assert new File("$outputDir/sidle/per_region/ASV_table_region1_TGGCGAACGGGTGAGTAA_CCGTGTCTCAGTCCCARTG.tsv").exists() },
+                { assert new File("$outputDir/sidle/reconstructed/reconstructed_feature-table.tsv").exists() },
+                { assert new File("$outputDir/sidle/reconstructed/reconstructed_merged.tsv").exists() },
+                { assert new File("$outputDir/sidle/reconstructed/reconstructed_taxonomy.tsv").exists() },
+                { assert new File("$outputDir/sidle/reconstructed/reconstructed_tree.tsv").exists() },
+                { assert new File("$outputDir/qiime2/input/table.qza").exists() },
+                { assert new File("$outputDir/qiime2/rel_abundance_tables/rel-table-2.tsv").exists() },
+                { assert new File("$outputDir/qiime2/rel_abundance_tables/rel-table-3.tsv").exists() },
+                { assert new File("$outputDir/qiime2/rel_abundance_tables/rel-table-4.tsv").exists() },
+                { assert new File("$outputDir/qiime2/rel_abundance_tables/rel-table-ASV.tsv").exists() },
+                { assert new File("$outputDir/qiime2/abundance_tables/count_table_filter_stats.tsv").exists() },
+                { assert new File("$outputDir/qiime2/abundance_tables/filtered-table.qza").exists() },
+                { assert new File("$outputDir/qiime2/barplot/index.html").exists() },
+                { assert new File("$outputDir/qiime2/diversity/alpha_diversity/shannon_vector/index.html").exists() },
+                { assert new File("$outputDir/qiime2/diversity/beta_diversity/bray_curtis_pcoa_results-PCoA/index.html").exists() },
+                { assert new File("$outputDir/qiime2/ancom/Category-treatment-ASV/index.html").exists() },
+                { assert new File("$outputDir/qiime2/alpha-rarefaction/index.html").exists() },
+                { assert snapshot(path("$outputDir/multiqc/multiqc_data/multiqc_fastqc.txt"),
+                                path("$outputDir/multiqc/multiqc_data/multiqc_general_stats.txt"),
+                                path("$outputDir/multiqc/multiqc_data/multiqc_cutadapt.txt")).match("multiqc") }
+            )
+        }
+    }
+}
diff --git a/tests/pipeline/multiregion.nf.test.snap b/tests/pipeline/multiregion.nf.test.snap
new file mode 100644
index 00000000..d8f6f4cc
--- /dev/null
+++ b/tests/pipeline/multiregion.nf.test.snap
@@ -0,0 +1,40 @@
+{
+    "input": {
+        "content": [
+            "samplesheet_multiregion.tsv:md5,928cdafe2fe386c2864d7a3c94d7745c",
+            "metadata_multiregion.tsv:md5,e2671821f0cf64f15a50d3ddac8f20d1",
+            "regions_multiregion.tsv:md5,d0ca51b297f896e7b397509497e8264c"
+        ],
+        "timestamp": "2024-02-23T00:00:00+0000"
+    },
+    "cutadapt": {
+        "content": [
+            "cutadapt_summary.tsv:md5,1ad83d6d36ac9177d89af4e5caa7dedc"
+        ],
+        "timestamp": "2024-02-23T00:00:00+0000"
+    },
+    "overall_summary_tsv": {
+        "content": [
+            "overall_summary.tsv:md5,38ffc548e8d7c0da5ed09c290131f0b5"
+        ],
+        "timestamp": "2024-02-23T00:00:00+0000"
+    },
+    "dada2": {
+        "content": [
+            "ASV_seqs.fasta:md5,485d6c6f8c82c17fbd679b2a9032a541",
+            "ASV_table.tsv:md5,336bd44a6ff10c638ab95f7488030baa",
+            "DADA2_stats.tsv:md5,e56236955a435abbfdc92d514c9c5443",
+            "DADA2_table.rds:md5,6358376bb6f42ed782cda2be1564d3d8",
+            "DADA2_table.tsv:md5,f14f4e62f9898e6a0755e2d1621bcc3b"
+        ],
+        "timestamp": "2024-02-23T00:00:00+0000"
+    },
+    "multiqc": {
+        "content": [
+            "multiqc_fastqc.txt:md5,9468ae91af1a841c5e1369f11f704604",
+            "multiqc_general_stats.txt:md5,92c968d218577d47c2364849c07f7ab6",
+            "multiqc_cutadapt.txt:md5,d0a09fad9260bc83f85b43a0453d9208"
+        ],
+        "timestamp": "2024-02-23T00:00:00+0000"
+    }
+}
diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index 7bd37da7..ecbbadb3 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -992,6 +992,10 @@ workflow AMPLISEQ {
         file("${params.outdir}/input").mkdir()
         file("${params.input_fasta}").copyTo("${params.outdir}/input")
     }
+    if ( params.input_multiregion ) {
+        file("${params.outdir}/input").mkdir()
+        file("${params.input_multiregion}").copyTo("${params.outdir}/input")
+    }
     //Save metadata in results folder
     if ( params.metadata ) {
         file("${params.outdir}/input").mkdir()

From 74de9fb354779a036697ee0a93a08ac8fb4d68df Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Fri, 8 Mar 2024 14:59:19 +0100
Subject: [PATCH 026/101] update documentation and changelog

---
 CHANGELOG.md   |  1 +
 CITATIONS.md   | 18 ++++++++++++++++++
 docs/output.md | 33 +++++++++++++++++++++++++++++++--
 docs/usage.md  | 32 ++++++++++++++++++++++++++++++++
 4 files changed, 82 insertions(+), 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 485d14a7..5aac746f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,6 +8,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### `Added`
 
 - [#700](https://github.com/nf-core/ampliseq/pull/700) - Optional `--save_intermediates` to publish QIIME2 data objects (.qza) and visualisation objects (.qzv)
+- [#702](https://github.com/nf-core/ampliseq/pull/702) - Add multiple regions analysis (including 5R / SMURF / q2-sidle)
 
 ### `Changed`
 
diff --git a/CITATIONS.md b/CITATIONS.md
index 73e92bc0..54dd5667 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -103,6 +103,24 @@
 
   > Czech, Lucas, Pierre Barbera, and Alexandros Stamatakis. “Genesis and Gappa: Processing, Analyzing and Visualizing Phylogenetic (Placement) Data.” Bioinformatics 36, no. 10 (May 1, 2020): 3263–65. https://doi.org/10.1093/bioinformatics/btaa070.
 
+### Multi region analysis (also include Greengenes 13_8 or SILVA 128)
+
+- [q2-sidle](https://doi.org/10.1101/2021.03.23.436606)
+
+  > Debelius, J.W.; Robeson, M.; Lhugerth, L.W.; Boulund, F.; Ye, W.; Engstrand, L. "A comparison of approaches to scaffolding multiple regions along the 16S rRNA gene for improved resolution." Preprint in BioRxiv. doi: 10.1101/2021.03.23.436606
+
+- [SMURF](https://doi.org/10.1186/s40168-017-0396-x)
+
+  > Fuks, G.; Elgart, M.; Amir, A.; Zeisel, A.; Turnbaugh, P.J., Soen, Y.; and Shental, N. (2018). "Combining 16S rRNA gene variable regions enables high-resolution microbial community profiling." Microbiome. 6: 17. doi: 10.1186/s40168-017-0396-x
+
+- [RESCRIPt](https://doi.org/10.1371/journal.pcbi.1009581)
+
+  > Robeson MS 2nd, O'Rourke DR, Kaehler BD, Ziemski M, Dillon MR, Foster JT, Bokulich NA. RESCRIPt: Reproducible sequence taxonomy reference database management. PLoS Comput Biol. 2021 Nov 8;17(11):e1009581. doi: 10.1371/journal.pcbi.1009581. PMID: 34748542; PMCID: PMC8601625.
+
+- [SEPP](https://doi.org/10.1128/msystems.00021-18)
+
+  > Janssen S, McDonald D, Gonzalez A, Navas-Molina JA, Jiang L, Xu ZZ, Winker K, Kado DM, Orwoll E, Manary M, Mirarab S, Knight R. Phylogenetic Placement of Exact Amplicon Sequences Improves Associations with Clinical Information. mSystems. 2018 Apr 17;3(3):e00021-18. doi: 10.1128/mSystems.00021-18. PMID: 29719869; PMCID: PMC5904434.
+
 ### Downstream analysis
 
 - [QIIME2](https://pubmed.ncbi.nlm.nih.gov/31341288/)
diff --git a/docs/output.md b/docs/output.md
index c2b93537..5c0cd495 100644
--- a/docs/output.md
+++ b/docs/output.md
@@ -36,7 +36,8 @@ The pipeline is built using [Nextflow](https://www.nextflow.io/) and processes d
   - [Kraken2](#kraken2) - Taxonomic classification with Kraken2
   - [QIIME2](#qiime2) - Taxonomic classification with QIIME2
 - [Phlogenetic placement and taxonomic classification](#phylogenetic-placement-and-taxonomic-classification) - Placing ASVs into a phyloenetic tree
-- [QIIME2](#qiime2) - Secondary analysis
+- [Multiple region analysis with Sidle](#multiple-region-analysis-with-sidle) - Scaffolding multiple regions along a reference
+- [Secondary analysis with QIIME2](#secondary-analysis-with-qiime2) - Visualisations, diversity and differential abundance analysis with QIIME2
   - [Abundance tables](#abundance-tables) - Exported abundance tables
   - [Relative abundance tables](#relative-abundance-tables) - Exported relative abundance tables
   - [Barplot](#barplot) - Interactive barplot
@@ -374,7 +375,35 @@ Phylogenetic placement grafts sequences onto a phylogenetic reference tree and o
 
 </details>
 
-### QIIME2
+### Multiple region analysis with Sidle
+
+Instead of relying on one short amplicon, scaffolding multiple regions along a reference can improve resolution over a single region. This method applies [Sidle (SMURF Implementation Done to acceLerate Efficiency)](https://doi.org/10.1101/2021.03.23.436606) within [QIIME2](https://pubmed.ncbi.nlm.nih.gov/31341288/).
+
+Sidle reconstructs taxonomy profiles and abundances of several regions using a taxonomc database, therefore the previous sections about taxonomic classification are not applied.
+
+Additional output includes reconstruction of abundance table and taxonomic information from multiple regions and a phylogenetic tree that can be further analysed. Apart from region-specific sequences, no useful de-novo sequences are generated.
+
+<details markdown="1">
+<summary>Output files</summary>
+
+- `sidle/per-region/`
+  - `ASV_seqs_region*_<FW_primer>_<RV_primer>.fasta`: ASV sequences per region
+  - `ASV_table_region*_<FW_primer>_<RV_primer>.fasta`: ASV abundances per region
+  - `DADA2_table_region*_<FW_primer>_<RV_primer>.fasta`: ASV abundances and sequences per region
+- `sidle/DB/3_reconstructed/reconstruction_summary/index.html`: Information about the reconstructed reference taxonomy database
+- `sidle/reconstructed/`
+  - `reconstructed_feature-table.biom`: Unified abundance table in biom format
+  - `reconstructed_feature-table.tsv`: Tab-separated unified abundance table
+  - `reconstructed_taxonomy.tsv`: Tab-separated unified taxonomy table
+  - `reconstructed_merged.tsv`: Tab-separated unified table with merged abundance and taxonomy information
+  - `reconstructed_tree.nwk`: Phylogenetic tree
+  - `reconstruction_table/index.html`: Information about the unified abundance table
+
+More intermediate output is populated into the results folder when using `--save_intermediates`.
+
+</details>
+
+### Secondary analysis with QIIME2
 
 **Quantitative Insights Into Microbial Ecology 2** ([QIIME2](https://qiime2.org/)) is a next-generation microbiome bioinformatics platform and the successor of the widely used [QIIME1](https://www.nature.com/articles/nmeth.f.303).
 
diff --git a/docs/usage.md b/docs/usage.md
index acf62a37..18f883bb 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -14,6 +14,7 @@
     - [ASV/OTU fasta input](#asvotu-fasta-input)
     - [Direct FASTQ input](#direct-fastq-input)
   - [Taxonomic classification](#taxonomic-classification)
+  - [Multiple region analysis with Sidle](#multiple-region-analysis-with-sidle)
   - [Metadata](#metadata)
   - [Updating the pipeline](#updating-the-pipeline)
   - [Reproducibility](#reproducibility)
@@ -246,6 +247,37 @@ Special features of taxonomic classification tools:
 
 Parameter guidance is given in [nf-core/ampliseq website parameter documentation](https://nf-co.re/ampliseq/parameters/#taxonomic-database). Citations are listed in [`CITATIONS.md`](CITATIONS.md).
 
+### Multiple region analysis with Sidle
+
+Instead of relying on one short amplicon, scaffolding multiple regions along a reference can improve resolution over a single region. This method applies [Sidle (SMURF Implementation Done to acceLerate Efficiency)](https://github.com/jwdebelius/q2-sidle) within [QIIME2](https://qiime2.org/) with [Silva](https://www.arb-silva.de/) (see [licence](https://www.arb-silva.de/silva-license-information/)) or [Greengenes](http://greengenes.microbio.me/greengenes_release/) database.
+
+For example, multiple variable regions of the 16S rRNA gene were sequenced with various primers and need to be unified. This leads to one unified abundance and taxonomy profile over all variable regions. However, ASV sequences are only available separately, there is no reconstruction of complete de-novo sequences feasible.
+
+Required is information about sequencing data via [`--input`](#samplesheet-input), region primers length information via [`--input_multiregion`](https://nf-co.re/ampliseq/parameters#input_multiregion), and a taxonomic database via [`--sidle_ref_taxonomy`](https://nf-co.re/ampliseq/parameters#sidle_ref_taxonomy) or [`--sidle_ref_tax_custom`](https://nf-co.re/ampliseq/parameters#sidle_ref_tax_custom).
+
+```bash
+--input "samplesheet_multiregion.tsv"  --input_multiregion "regions_multiregion.tsv" --sidle_ref_taxonomy "silva=128"
+```
+
+The region information file can be tab-separated (.tsv), comma-separated (.csv), or in YAML format (.yml/.yaml) and can have two to four columns/entries with the following headers:
+
+| Column        | Description                                                               |
+| ------------- | ------------------------------------------------------------------------- |
+| region        | Unique region identifier                                                  |
+| region_length | Minimum region length, sequences are trimmed and shorter ones are omitted |
+| FW_primer     | Forward primer sequence                                                   |
+| RV_primer     | Reverse primer sequence                                                   |
+
+For example, the tab-separated `regions_multiregion.tsv` may contain:
+
+| region   | FW_primer             | RV_primer            | region_length |
+| -------- | --------------------- | -------------------- | ------------- |
+| region1  | TGGCGAACGGGTGAGTAA    | CCGTGTCTCAGTCCCARTG  | 145           |
+| region2  | ACTCCTACGGGAGGCAGC    | GTATTACCGCGGCTGCTG	  | 135           |
+| region3  | GTGTAGCGGTGRAATGCG    | CCCGTCAATTCMTTTGAGTT | 200           |
+| region4  | GGAGCATGTGGWTTAATTCGA | CGTTGCGGGACTTAACCC   | 115           |
+| region5  | GGAGGAAGGTGGGGATGAC	 | AAGGCCCGGGAACGTATT   | 150           |
+
 ### Metadata
 
 Metadata is optional, but for performing downstream analysis such as barplots, diversity indices or differential abundance testing, a metadata file is essential.

From 2b72e2af4980c40b3be51c2b7a3665d3a69fac28 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Fri, 8 Mar 2024 15:02:36 +0100
Subject: [PATCH 027/101] Fix prettier

---
 docs/usage.md | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/docs/usage.md b/docs/usage.md
index 18f883bb..5e0fec4d 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -270,13 +270,13 @@ The region information file can be tab-separated (.tsv), comma-separated (.csv),
 
 For example, the tab-separated `regions_multiregion.tsv` may contain:
 
-| region   | FW_primer             | RV_primer            | region_length |
-| -------- | --------------------- | -------------------- | ------------- |
-| region1  | TGGCGAACGGGTGAGTAA    | CCGTGTCTCAGTCCCARTG  | 145           |
-| region2  | ACTCCTACGGGAGGCAGC    | GTATTACCGCGGCTGCTG	  | 135           |
-| region3  | GTGTAGCGGTGRAATGCG    | CCCGTCAATTCMTTTGAGTT | 200           |
-| region4  | GGAGCATGTGGWTTAATTCGA | CGTTGCGGGACTTAACCC   | 115           |
-| region5  | GGAGGAAGGTGGGGATGAC	 | AAGGCCCGGGAACGTATT   | 150           |
+| region  | FW_primer             | RV_primer            | region_length |
+| ------- | --------------------- | -------------------- | ------------- |
+| region1 | TGGCGAACGGGTGAGTAA    | CCGTGTCTCAGTCCCARTG  | 145           |
+| region2 | ACTCCTACGGGAGGCAGC    | GTATTACCGCGGCTGCTG   | 135           |
+| region3 | GTGTAGCGGTGRAATGCG    | CCCGTCAATTCMTTTGAGTT | 200           |
+| region4 | GGAGCATGTGGWTTAATTCGA | CGTTGCGGGACTTAACCC   | 115           |
+| region5 | GGAGGAAGGTGGGGATGAC   | AAGGCCCGGGAACGTATT   | 150           |
 
 ### Metadata
 

From 1617780c3a6d9d933deceda54a836ad5b9038ddf Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Fri, 8 Mar 2024 15:10:55 +0100
Subject: [PATCH 028/101] update README

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

diff --git a/README.md b/README.md
index 8319fe0b..85c3c687 100644
--- a/README.md
+++ b/README.md
@@ -21,7 +21,7 @@
 
 ## Introduction
 
-**nfcore/ampliseq** is a bioinformatics analysis pipeline used for amplicon sequencing, supporting denoising of any amplicon and supports a variety of taxonomic databases for taxonomic assignment including 16S, ITS, CO1 and 18S. Phylogenetic placement is also possible. Supported is paired-end Illumina or single-end Illumina, PacBio and IonTorrent data. Default is the analysis of 16S rRNA gene amplicons sequenced paired-end with Illumina.
+**nfcore/ampliseq** is a bioinformatics analysis pipeline used for amplicon sequencing, supporting denoising of any amplicon and supports a variety of taxonomic databases for taxonomic assignment including 16S, ITS, CO1 and 18S. Phylogenetic placement is also possible. Multiple region analysis such as 5R is implemented. Supported is paired-end Illumina or single-end Illumina, PacBio and IonTorrent data. Default is the analysis of 16S rRNA gene amplicons sequenced paired-end with Illumina.
 
 A video about relevance, usage and output of the pipeline (version 2.1.0; 26th Oct. 2021) can also be found in [YouTube](https://youtu.be/a0VOEeAvETs) and [billibilli](https://www.bilibili.com/video/BV1B44y1e7MM), the slides are deposited at [figshare](https://doi.org/10.6084/m9.figshare.16871008.v1).
 

From f68b18a9fe26748ee42f0ecc450c212a3a4d283a Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Fri, 8 Mar 2024 16:16:20 +0100
Subject: [PATCH 029/101] add smaller test database

---
 bin/taxref_reformat_sidle.sh           | 14 ++++++++------
 conf/ref_databases.config              |  9 +++++++++
 conf/test_multiregion.config           |  7 ++++---
 modules/local/format_taxonomy_sidle.nf |  3 ++-
 nextflow_schema.json                   |  8 +++++++-
 5 files changed, 30 insertions(+), 11 deletions(-)

diff --git a/bin/taxref_reformat_sidle.sh b/bin/taxref_reformat_sidle.sh
index 48267f73..c1e7c3c5 100755
--- a/bin/taxref_reformat_sidle.sh
+++ b/bin/taxref_reformat_sidle.sh
@@ -1,19 +1,21 @@
 #!/bin/sh
 
+derep="$1"
+
 # Untar any tar file in the working directory
 tar xzf database.tar.gz
 
 # Greengenes 13_8
 if [ -d "gg_13_8_otus" ]; then
-    mv gg_13_8_otus/rep_set/99_otus.fasta gg_13_8_otus_rep_set_99_otus.seq.fasta
-    mv gg_13_8_otus/rep_set_aligned/99_otus.fasta gg_13_8_otus_rep_set_aligned_99_otus.alnseq.fasta
-    mv gg_13_8_otus/taxonomy/99_otu_taxonomy.txt gg_13_8_otus_taxonomy_99_otu_taxonomy.tax.txt
+    mv gg_13_8_otus/rep_set/${derep}_otus.fasta gg_13_8_otus_rep_set_${derep}_otus.seq.fasta
+    mv gg_13_8_otus/rep_set_aligned/${derep}_otus.fasta gg_13_8_otus_rep_set_aligned_${derep}_otus.alnseq.fasta
+    mv gg_13_8_otus/taxonomy/${derep}_otu_taxonomy.txt gg_13_8_otus_taxonomy_${derep}_otu_taxonomy.tax.txt
     # remove uncompressed folder
     rm -r gg_13_8_otus
 elif [ -d "SILVA_128_QIIME_release" ]; then
-    mv SILVA_128_QIIME_release/rep_set/rep_set_all/99/99_otus.fasta SILVA_128_QIIME_release_rep_set_all_99_otus.seq.fasta
-    gunzip -c /SILVA_128_QIIME_release/rep_set_aligned/99/99_otus_aligned.fasta.gz > SILVA_128_QIIME_release_rep_set_aligned_99_otus_aligned.alnseq.fasta
-    mv SILVA_128_QIIME_release/taxonomy/taxonomy_all/99/consensus_taxonomy_7_levels SILVA_128_QIIME_release_taxonomy_all_99_consensus_taxonomy_7_levels.tax.txt
+    mv SILVA_128_QIIME_release/rep_set/rep_set_all/${derep}/${derep}_otus.fasta SILVA_128_QIIME_release_rep_set_all_${derep}_otus.seq.fasta
+    gunzip -c /SILVA_128_QIIME_release/rep_set_aligned/${derep}/${derep}_otus_aligned.fasta.gz > SILVA_128_QIIME_release_rep_set_aligned_${derep}_otus_aligned.alnseq.fasta
+    mv SILVA_128_QIIME_release/taxonomy/taxonomy_all/${derep}/consensus_taxonomy_7_levels SILVA_128_QIIME_release_taxonomy_all_${derep}_consensus_taxonomy_7_levels.tax.txt
     # remove uncompressed folder
     rm -r SILVA_128_QIIME_release
 else
diff --git a/conf/ref_databases.config b/conf/ref_databases.config
index 7b702dad..2d11769e 100644
--- a/conf/ref_databases.config
+++ b/conf/ref_databases.config
@@ -524,5 +524,14 @@ params {
             fmtscript = "taxref_reformat_sidle.sh"
             taxlevels = "D,P,C,O,F,G,S"
         }
+        'greengenes88' {
+            title = "Greengenes - Version 13_8 - clustered at 88% similarity - for testing purposes only"
+            file = [ "ftp://greengenes.microbio.me/greengenes_release/gg_13_5/gg_13_8_otus.tar.gz" ]
+            tree_qza = [ "https://data.qiime2.org/2021.4/common/sepp-refs-gg-13-8.qza" ]
+            citation = "McDonald, D., Price, M., Goodrich, J. et al. An improved Greengenes taxonomy with explicit ranks for ecological and evolutionary analyses of bacteria and archaea. ISME J 6, 610–618 (2012). https://doi.org/10.1038/ismej.2011.139"
+            fmtscript = "taxref_reformat_sidle.sh"
+            taxlevels = "D,P,C,O,F,G,S"
+            derep = "88"
+        }
     }
 }
diff --git a/conf/test_multiregion.config b/conf/test_multiregion.config
index d320b192..1fc0fc9b 100644
--- a/conf/test_multiregion.config
+++ b/conf/test_multiregion.config
@@ -23,11 +23,12 @@ params {
     input = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/samplesheet_multiregion.tsv"
     metadata = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/metadata_multiregion.tsv"
     input_multiregion = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/regions_multiregion.tsv"
-    sidle_ref_taxonomy = "greengenes"
+    sidle_ref_taxonomy = "greengenes88"
 
     // Prevent default taxonomic classification
     skip_dada_taxonomy = true
 
-    //restrict ANCOM analysis to higher taxonomic levels
-    tax_agglom_max = 4
+    // Reduce runtimes
+    skip_alpha_rarefaction = true
+    tax_agglom_max = 3
 }
diff --git a/modules/local/format_taxonomy_sidle.nf b/modules/local/format_taxonomy_sidle.nf
index a6b909f5..72e55cd7 100644
--- a/modules/local/format_taxonomy_sidle.nf
+++ b/modules/local/format_taxonomy_sidle.nf
@@ -21,8 +21,9 @@ process FORMAT_TAXONOMY_SIDLE {
     task.ext.when == null || task.ext.when
 
     script:
+    def derep = params.sidle_ref_databases[params.sidle_ref_taxonomy]["derep"] ?: "99"
     """
-    ${params.sidle_ref_databases[params.sidle_ref_taxonomy]["fmtscript"]}
+    ${params.sidle_ref_databases[params.sidle_ref_taxonomy]["fmtscript"]} ${derep}
 
     #Giving out information
     echo -e "--sidle_ref_taxonomy: ${params.sidle_ref_taxonomy}\n" >ref_taxonomy.${suffix}.txt
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 34f3ea1f..742f5cfc 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -508,7 +508,13 @@
                     "type": "string",
                     "help_text": "",
                     "description": "Name of supported database, and optionally also version number",
-                    "enum": ["silva", "silva=128", "greengenes", "greengenes=13_8"]
+                    "enum": [
+                        "silva",
+                        "silva=128",
+                        "greengenes",
+                        "greengenes=13_8",
+                        "greengenes88"
+                    ]
                 },
                 "sidle_ref_tax_custom": {
                     "type": "string",

From c26a2c282d6567cc32befa8c77f4d6c92c09023f Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Fri, 8 Mar 2024 16:32:13 +0100
Subject: [PATCH 030/101] make sidle_ref_taxonomy entry tree_qza optional

---
 conf/ref_databases.config          | 1 -
 tests/pipeline/multiregion.nf.test | 3 ---
 workflows/ampliseq.nf              | 3 ++-
 3 files changed, 2 insertions(+), 5 deletions(-)

diff --git a/conf/ref_databases.config b/conf/ref_databases.config
index 2d11769e..c2d12c4f 100644
--- a/conf/ref_databases.config
+++ b/conf/ref_databases.config
@@ -527,7 +527,6 @@ params {
         'greengenes88' {
             title = "Greengenes - Version 13_8 - clustered at 88% similarity - for testing purposes only"
             file = [ "ftp://greengenes.microbio.me/greengenes_release/gg_13_5/gg_13_8_otus.tar.gz" ]
-            tree_qza = [ "https://data.qiime2.org/2021.4/common/sepp-refs-gg-13-8.qza" ]
             citation = "McDonald, D., Price, M., Goodrich, J. et al. An improved Greengenes taxonomy with explicit ranks for ecological and evolutionary analyses of bacteria and archaea. ISME J 6, 610–618 (2012). https://doi.org/10.1038/ismej.2011.139"
             fmtscript = "taxref_reformat_sidle.sh"
             taxlevels = "D,P,C,O,F,G,S"
diff --git a/tests/pipeline/multiregion.nf.test b/tests/pipeline/multiregion.nf.test
index 52252b46..8633fccf 100644
--- a/tests/pipeline/multiregion.nf.test
+++ b/tests/pipeline/multiregion.nf.test
@@ -40,10 +40,7 @@ nextflow_pipeline {
                 { assert new File("$outputDir/qiime2/abundance_tables/count_table_filter_stats.tsv").exists() },
                 { assert new File("$outputDir/qiime2/abundance_tables/filtered-table.qza").exists() },
                 { assert new File("$outputDir/qiime2/barplot/index.html").exists() },
-                { assert new File("$outputDir/qiime2/diversity/alpha_diversity/shannon_vector/index.html").exists() },
-                { assert new File("$outputDir/qiime2/diversity/beta_diversity/bray_curtis_pcoa_results-PCoA/index.html").exists() },
                 { assert new File("$outputDir/qiime2/ancom/Category-treatment-ASV/index.html").exists() },
-                { assert new File("$outputDir/qiime2/alpha-rarefaction/index.html").exists() },
                 { assert snapshot(path("$outputDir/multiqc/multiqc_data/multiqc_fastqc.txt"),
                                 path("$outputDir/multiqc/multiqc_data/multiqc_general_stats.txt"),
                                 path("$outputDir/multiqc/multiqc_data/multiqc_cutadapt.txt")).match("multiqc") }
diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index ecbbadb3..54a95256 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -56,7 +56,8 @@ if (params.sidle_ref_tax_custom) {
     ch_sidle_ref_taxonomy_tree = params.sidle_ref_tree_custom ? Channel.fromPath("${params.sidle_ref_tree_custom}", checkIfExists: true) : Channel.empty()
 } else if (params.sidle_ref_taxonomy) {
     ch_sidle_ref_taxonomy = Channel.fromList( params.sidle_ref_databases[params.sidle_ref_taxonomy]["file"] ).map { file(it) }
-    ch_sidle_ref_taxonomy_tree = params.sidle_ref_tree_custom ? Channel.fromPath("${params.sidle_ref_tree_custom}", checkIfExists: true) : Channel.fromList( params.sidle_ref_databases[params.sidle_ref_taxonomy]["tree_qza"] ).map { file(it) }
+    ch_sidle_ref_taxonomy_tree = params.sidle_ref_tree_custom ? Channel.fromPath("${params.sidle_ref_tree_custom}", checkIfExists: true) :
+        params.sidle_ref_databases[params.sidle_ref_taxonomy]["tree_qza"] ? Channel.fromList( params.sidle_ref_databases[params.sidle_ref_taxonomy]["tree_qza"] ).map { file(it) } : Channel.empty()
     val_sidle_ref_taxonomy = params.sidle_ref_taxonomy.replace('=','_').replace('.','_')
 } else {
     ch_sidle_ref_taxonomy = Channel.empty()

From 6b7a5a4e3ec2d70818e50128182c65e9af0ea8a1 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Fri, 8 Mar 2024 16:34:14 +0100
Subject: [PATCH 031/101] Fix prettier

---
 nextflow_schema.json | 8 +-------
 1 file changed, 1 insertion(+), 7 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 742f5cfc..97ce542c 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -508,13 +508,7 @@
                     "type": "string",
                     "help_text": "",
                     "description": "Name of supported database, and optionally also version number",
-                    "enum": [
-                        "silva",
-                        "silva=128",
-                        "greengenes",
-                        "greengenes=13_8",
-                        "greengenes88"
-                    ]
+                    "enum": ["silva", "silva=128", "greengenes", "greengenes=13_8", "greengenes88"]
                 },
                 "sidle_ref_tax_custom": {
                     "type": "string",

From 2370c40ce4be74a15af74423cea21631a11ff56c Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 11 Mar 2024 08:41:19 +0100
Subject: [PATCH 032/101] update multiregion nf.test

---
 tests/pipeline/multiregion.nf.test      | 2 --
 tests/pipeline/multiregion.nf.test.snap | 4 ++--
 2 files changed, 2 insertions(+), 4 deletions(-)

diff --git a/tests/pipeline/multiregion.nf.test b/tests/pipeline/multiregion.nf.test
index 8633fccf..51b111c3 100644
--- a/tests/pipeline/multiregion.nf.test
+++ b/tests/pipeline/multiregion.nf.test
@@ -31,11 +31,9 @@ nextflow_pipeline {
                 { assert new File("$outputDir/sidle/reconstructed/reconstructed_feature-table.tsv").exists() },
                 { assert new File("$outputDir/sidle/reconstructed/reconstructed_merged.tsv").exists() },
                 { assert new File("$outputDir/sidle/reconstructed/reconstructed_taxonomy.tsv").exists() },
-                { assert new File("$outputDir/sidle/reconstructed/reconstructed_tree.tsv").exists() },
                 { assert new File("$outputDir/qiime2/input/table.qza").exists() },
                 { assert new File("$outputDir/qiime2/rel_abundance_tables/rel-table-2.tsv").exists() },
                 { assert new File("$outputDir/qiime2/rel_abundance_tables/rel-table-3.tsv").exists() },
-                { assert new File("$outputDir/qiime2/rel_abundance_tables/rel-table-4.tsv").exists() },
                 { assert new File("$outputDir/qiime2/rel_abundance_tables/rel-table-ASV.tsv").exists() },
                 { assert new File("$outputDir/qiime2/abundance_tables/count_table_filter_stats.tsv").exists() },
                 { assert new File("$outputDir/qiime2/abundance_tables/filtered-table.qza").exists() },
diff --git a/tests/pipeline/multiregion.nf.test.snap b/tests/pipeline/multiregion.nf.test.snap
index d8f6f4cc..53fb46c1 100644
--- a/tests/pipeline/multiregion.nf.test.snap
+++ b/tests/pipeline/multiregion.nf.test.snap
@@ -1,9 +1,9 @@
 {
     "input": {
         "content": [
-            "samplesheet_multiregion.tsv:md5,928cdafe2fe386c2864d7a3c94d7745c",
+            "samplesheet_multiregion.tsv:md5,b5b34bd6bb19f5a130b2328811e03bb8",
             "metadata_multiregion.tsv:md5,e2671821f0cf64f15a50d3ddac8f20d1",
-            "regions_multiregion.tsv:md5,d0ca51b297f896e7b397509497e8264c"
+            "regions_multiregion.tsv:md5,b5b34bd6bb19f5a130b2328811e03bb8"
         ],
         "timestamp": "2024-02-23T00:00:00+0000"
     },

From 35b0ddc1d06d333b21fd5acc1e5455a32347f83a Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 11 Mar 2024 09:14:17 +0100
Subject: [PATCH 033/101] update multiregion.nf.test.snap

---
 tests/pipeline/multiregion.nf.test.snap | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/pipeline/multiregion.nf.test.snap b/tests/pipeline/multiregion.nf.test.snap
index 53fb46c1..69133adb 100644
--- a/tests/pipeline/multiregion.nf.test.snap
+++ b/tests/pipeline/multiregion.nf.test.snap
@@ -3,7 +3,7 @@
         "content": [
             "samplesheet_multiregion.tsv:md5,b5b34bd6bb19f5a130b2328811e03bb8",
             "metadata_multiregion.tsv:md5,e2671821f0cf64f15a50d3ddac8f20d1",
-            "regions_multiregion.tsv:md5,b5b34bd6bb19f5a130b2328811e03bb8"
+            "regions_multiregion.tsv:md5,d0ca51b297f896e7b397509497e8264c"
         ],
         "timestamp": "2024-02-23T00:00:00+0000"
     },

From 5bdb033285cced7fd45cfed54fe53a9d6450c3b5 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 11 Mar 2024 11:15:33 +0100
Subject: [PATCH 034/101] correct multiregion.nf.test

---
 tests/pipeline/multiregion.nf.test | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/pipeline/multiregion.nf.test b/tests/pipeline/multiregion.nf.test
index 51b111c3..2a75cf2d 100644
--- a/tests/pipeline/multiregion.nf.test
+++ b/tests/pipeline/multiregion.nf.test
@@ -18,7 +18,7 @@ nextflow_pipeline {
                 { assert workflow.success },
                 { assert snapshot(path("$outputDir/input/samplesheet_multiregion.tsv"),
                                 path("$outputDir/input/metadata_multiregion.tsv"),
-                                path("$outputDir/input/samplesheet_multiregion.tsv")).match("input") },
+                                path("$outputDir/input/regions_multiregion.tsv")).match("input") },
                 { assert snapshot(path("$outputDir/overall_summary.tsv")).match("overall_summary_tsv") },
                 { assert snapshot(path("$outputDir/cutadapt/cutadapt_summary.tsv")).match("cutadapt") },
                 { assert snapshot(path("$outputDir/dada2/ASV_seqs.fasta"),

From cd30e46561470dafeaf2fdf8aa814a269f60dc95 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 11 Mar 2024 13:53:25 +0100
Subject: [PATCH 035/101] fix sidle silva ref db

---
 bin/taxref_reformat_sidle.sh | 4 ++--
 conf/test_multiregion.config | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/bin/taxref_reformat_sidle.sh b/bin/taxref_reformat_sidle.sh
index c1e7c3c5..bfc92bb8 100755
--- a/bin/taxref_reformat_sidle.sh
+++ b/bin/taxref_reformat_sidle.sh
@@ -14,8 +14,8 @@ if [ -d "gg_13_8_otus" ]; then
     rm -r gg_13_8_otus
 elif [ -d "SILVA_128_QIIME_release" ]; then
     mv SILVA_128_QIIME_release/rep_set/rep_set_all/${derep}/${derep}_otus.fasta SILVA_128_QIIME_release_rep_set_all_${derep}_otus.seq.fasta
-    gunzip -c /SILVA_128_QIIME_release/rep_set_aligned/${derep}/${derep}_otus_aligned.fasta.gz > SILVA_128_QIIME_release_rep_set_aligned_${derep}_otus_aligned.alnseq.fasta
-    mv SILVA_128_QIIME_release/taxonomy/taxonomy_all/${derep}/consensus_taxonomy_7_levels SILVA_128_QIIME_release_taxonomy_all_${derep}_consensus_taxonomy_7_levels.tax.txt
+    gunzip -c SILVA_128_QIIME_release/rep_set_aligned/${derep}/${derep}_otus_aligned.fasta.gz > SILVA_128_QIIME_release_rep_set_aligned_${derep}_otus_aligned.alnseq.fasta
+    mv SILVA_128_QIIME_release/taxonomy/taxonomy_all/${derep}/consensus_taxonomy_7_levels.txt SILVA_128_QIIME_release_taxonomy_all_${derep}_consensus_taxonomy_7_levels.tax.txt
     # remove uncompressed folder
     rm -r SILVA_128_QIIME_release
 else
diff --git a/conf/test_multiregion.config b/conf/test_multiregion.config
index 1fc0fc9b..f3a214eb 100644
--- a/conf/test_multiregion.config
+++ b/conf/test_multiregion.config
@@ -19,7 +19,7 @@ params {
     max_memory = '6.GB'
     max_time   = '6.h'
 
-    // Input data  -- TODO: PUT THOSE FILES TO GITHUB! --
+    // Input data
     input = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/samplesheet_multiregion.tsv"
     metadata = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/metadata_multiregion.tsv"
     input_multiregion = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/regions_multiregion.tsv"

From cef08755d649210ff421a227b763dd15062912ba Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 11 Mar 2024 14:53:12 +0100
Subject: [PATCH 036/101] adjust settings based on ref db

---
 conf/modules.config | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index c0adde3b..d93b5bb0 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -280,8 +280,8 @@ process {
     }
 
     withName: SIDLE_DBFILT {
-        ext.args = '--p-num-degenerates 3' // 3 for greengenes, 5 for SILVA 128
-        ext.args2 = '--p-exclude "p__;,k__;" --p-mode contains' // "p__;,k__;" for greengenes
+        ext.args = { params.sidle_ref_taxonomy.startsWith("greengenes") ? '--p-num-degenerates 3' : '--p-num-degenerates 5' } // 3 for greengenes, 5 for SILVA 128
+        ext.args2 = { params.sidle_ref_taxonomy.startsWith("greengenes") ? '--p-exclude "p__;,k__;,mitochondria,chloroplast" --p-mode contains' : '--p-exclude "mitochondria,chloroplast" --p-mode contains' } // "p__;,k__;" for greengenes
         publishDir = [
             path: { "${params.outdir}/sidle/DB/1_prefiltering" },
             mode: params.publish_dir_mode,
@@ -354,7 +354,10 @@ process {
     }
 
     withName: SIDLE_TAXRECON {
-        ext.args = '--p-database "greengenes" --p-define-missing "inherit"'
+        ext.args = {
+            params.sidle_ref_taxonomy.startsWith("greengenes") ? '--p-database "greengenes"' :
+                params.sidle_ref_taxonomy.startsWith("silva") ? '--p-database "silva"' : '--p-database "none"'
+            }
         publishDir = [
             [
                 path: { "${params.outdir}/sidle/reconstructed/qza" },

From d6a6939ae52a1c676906636a5a320d4260058f59 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 13 Mar 2024 16:01:54 +0100
Subject: [PATCH 037/101] silva ref db works

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

diff --git a/modules/local/sidle_seqrecon.nf b/modules/local/sidle_seqrecon.nf
index 33a2bdf3..6330e376 100644
--- a/modules/local/sidle_seqrecon.nf
+++ b/modules/local/sidle_seqrecon.nf
@@ -1,5 +1,6 @@
 process SIDLE_SEQRECON {
-    label 'process_single'
+    label 'process_medium'
+    label 'single_cpu'
 
     container 'docker.io/d4straub/pipesidle:0.1.0-beta'
 

From 221a554dc2e93b9f8a1fb04b5ddae51d8971f524 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 13 Mar 2024 16:09:44 +0100
Subject: [PATCH 038/101] cleanup

---
 modules/local/dada2_splitregions.nf     |  6 +-----
 modules/local/qiime2_tablefiltertaxa.nf |  4 ++--
 modules/local/sidle_trim.nf             | 10 +++++-----
 3 files changed, 8 insertions(+), 12 deletions(-)

diff --git a/modules/local/dada2_splitregions.nf b/modules/local/dada2_splitregions.nf
index d3107bcd..55ff3a06 100644
--- a/modules/local/dada2_splitregions.nf
+++ b/modules/local/dada2_splitregions.nf
@@ -12,8 +12,6 @@ process DADA2_SPLITREGIONS {
 
     output:
     tuple val(meta), path( "DADA2_table_*.tsv" )                          , emit: dada2asv
-    //tuple val(meta), path( "ASV_table_*.tsv" )                            , emit: asv
-    //tuple val(meta), path( "ASV_seqs_*.fasta" )                           , emit: fasta
     tuple val(meta), path( "ASV_table_*.tsv" ), path( "ASV_seqs_*.fasta" ), emit: for_sidle
     path "versions.yml"                                                   , emit: versions
 
@@ -21,8 +19,7 @@ process DADA2_SPLITREGIONS {
     task.ext.when == null || task.ext.when
 
     script:
-    // Make groovy map to R list
-    // Requirement: Values may not be false,true,null
+    // Make groovy map to R list; requirement: Values may not be false,true,null
     def mapping_r_list = mapping
         .toString()
         .replaceAll("':","=")
@@ -61,7 +58,6 @@ process DADA2_SPLITREGIONS {
     df\$sequence <- NULL
     write.table(df, file = "ASV_table_${suffix}.tsv", sep="\\t", row.names = FALSE, quote = FALSE, na = '')
 
-
     writeLines(c("\\"${task.process}\\":", paste0("    R: ", paste0(R.Version()[c("major","minor")], collapse = "."))), "versions.yml")
     """
 }
diff --git a/modules/local/qiime2_tablefiltertaxa.nf b/modules/local/qiime2_tablefiltertaxa.nf
index 628d1b2e..edfbdb41 100644
--- a/modules/local/qiime2_tablefiltertaxa.nf
+++ b/modules/local/qiime2_tablefiltertaxa.nf
@@ -32,8 +32,8 @@ process QIIME2_TABLEFILTERTAXA {
     if ! [ \"${exclude_taxa}\" = \"none\" ]; then
         qiime taxa filter-table \\
             --i-table ${table} \\
-            --i-taxonomy ${taxonomy} \
-            --p-exclude ${exclude_taxa} \\
+            --i-taxonomy ${taxonomy} \\
+            --p-exclude "${exclude_taxa}" \\
             --p-mode contains \\
             --o-filtered-table tax_filtered-table.qza
         filtered_table="tax_filtered-table.qza"
diff --git a/modules/local/sidle_trim.nf b/modules/local/sidle_trim.nf
index 3120a09c..e4db979d 100644
--- a/modules/local/sidle_trim.nf
+++ b/modules/local/sidle_trim.nf
@@ -28,11 +28,11 @@ process SIDLE_TRIM {
     export NUMBA_CACHE_DIR="./numbacache"
 
     #CPU=1
-    qiime sidle trim-dada2-posthoc \
-        --i-table ${table} \
-        --i-representative-sequences ${seq} \
-        --p-trim-length $length \
-        --o-trimmed-table ${prefix}_${length}_table.qza \
+    qiime sidle trim-dada2-posthoc \\
+        --i-table ${table} \\
+        --i-representative-sequences ${seq} \\
+        --p-trim-length $length \\
+        --o-trimmed-table ${prefix}_${length}_table.qza \\
         --o-trimmed-representative-sequences ${prefix}_${length}_rep-seqs.qza
 
     cat <<-END_VERSIONS > versions.yml

From dd3698e4134810dfe140807191903b5b1ec00b2d Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 13 Mar 2024 16:29:29 +0100
Subject: [PATCH 039/101] check incompatible params with sidle

---
 lib/WorkflowAmpliseq.groovy | 13 +++++++++++++
 workflows/ampliseq.nf       | 10 +++++-----
 2 files changed, 18 insertions(+), 5 deletions(-)

diff --git a/lib/WorkflowAmpliseq.groovy b/lib/WorkflowAmpliseq.groovy
index f408a508..fe74b1fd 100755
--- a/lib/WorkflowAmpliseq.groovy
+++ b/lib/WorkflowAmpliseq.groovy
@@ -131,6 +131,19 @@ class WorkflowAmpliseq {
         if ( params.orf_end && ( ( ( params.orf_end + 1 ) - params.orf_start ) % 3 != 0 ) ) {
             Nextflow.error("Incompatible parameters: The difference of  `--orf_end` and `--orf_start` must be a multiple of 3.")
         }
+
+        // When multi-region analysis is used, some parameter combinations are required or not allowed:
+        if ( params.input_multiregion ) {
+            if ( (params.dada_ref_tax_custom || params.dada_ref_taxonomy) && !params.skip_dada_taxonomy ) {
+                Nextflow.error("Incompatible parameters: Multiple region analysis with `--input_multiregion` does not work with `--dada_ref_tax_custom`, `--dada_ref_taxonomy`")
+            }
+            if ( params.cut_its ) {
+                Nextflow.error("Incompatible parameters: Multiple region analysis with `--input_multiregion` does not work with `--cut_its`")
+            }
+            if ( params.vsearch_cluster || params.filter_ssu || params.min_len_asv || params.max_len_asv || params.filter_codons ) {
+                log.warn "Incompatible parameters: Multiple region analysis with `--input_multiregion` ignores any of `--vsearch_cluster`, `--filter_ssu`, `--min_len_asv`, `--max_len_asv`, `--filter_codons`, `--cut_its`"
+            }
+        }
     }
 
     //
diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index 54a95256..06de3404 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -472,12 +472,12 @@ workflow AMPLISEQ {
         // forward results to downstream analysis if multi region
         ch_dada2_asv = SIDLE_WF.out.table_tsv
         ch_dada2_fasta = Channel.empty()
-        // TODO Any ASV post-clustering param is not allowed:
+        // Any ASV post-clustering param is not allowed:
         // - solved by '!params.input_multiregion' for vsearch_cluster, filter_ssu, min_len_asv, max_len_asv, filter_codons
-        // - not solved: cut_its
-        // TODO Must have params:
-        // solved by '!params.input_multiregion' for skip_report
-        // not solved: skip_dada_taxonomy
+        // - solved in 'lib/WorkflowAmpliseq.groovy': cut_its
+        // Must have params:
+        // - solved by '!params.input_multiregion' for skip_report
+        // - solved in 'lib/WorkflowAmpliseq.groovy': skip_dada_taxonomy
     } else {
         // forward results to downstream analysis if single region
         ch_dada2_fasta = DADA2_MERGE.out.fasta

From 8c711a7b309ddd3102107d1cf0e2e205b1279e0b Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 13 Mar 2024 16:37:47 +0100
Subject: [PATCH 040/101] fix overzealous check

---
 lib/WorkflowAmpliseq.groovy | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/WorkflowAmpliseq.groovy b/lib/WorkflowAmpliseq.groovy
index fe74b1fd..696ca5d4 100755
--- a/lib/WorkflowAmpliseq.groovy
+++ b/lib/WorkflowAmpliseq.groovy
@@ -137,7 +137,7 @@ class WorkflowAmpliseq {
             if ( (params.dada_ref_tax_custom || params.dada_ref_taxonomy) && !params.skip_dada_taxonomy ) {
                 Nextflow.error("Incompatible parameters: Multiple region analysis with `--input_multiregion` does not work with `--dada_ref_tax_custom`, `--dada_ref_taxonomy`")
             }
-            if ( params.cut_its ) {
+            if ( params.cut_its != "none" ) {
                 Nextflow.error("Incompatible parameters: Multiple region analysis with `--input_multiregion` does not work with `--cut_its`")
             }
             if ( params.vsearch_cluster || params.filter_ssu || params.min_len_asv || params.max_len_asv || params.filter_codons ) {

From 256fc6b1fa8842ce155e3676ba2b0c8360369cdf Mon Sep 17 00:00:00 2001
From: Danilo Di Leo <danilo.dileo@lnu.se>
Date: Mon, 18 Mar 2024 09:47:14 +0100
Subject: [PATCH 041/101] removed phytoref

---
 conf/ref_databases.config | 8 --------
 1 file changed, 8 deletions(-)

diff --git a/conf/ref_databases.config b/conf/ref_databases.config
index e89df338..db65e743 100644
--- a/conf/ref_databases.config
+++ b/conf/ref_databases.config
@@ -76,14 +76,6 @@ params {
             dbversion = "MIDORI2-CO1 GB250 (http://reference-midori.info/download/Databases/GenBank250/DADA2_sp/uniq/MIDORI2_UNIQ_NUC_SP_GB250_CO1_DADA2.fasta.gz)"
             taxlevels = "Phylum,Class,Order,Family,Genus,Species"
         }
-        'phytoref' {
-            title = "PhytoRef plastid 16S rRNA database for photosynthetic eukaryotes"
-            file = [ "http://phytoref.sb-roscoff.fr/static/downloads/PhytoRef_with_taxonomy.fasta" ]
-            citation = "Decelle, Johan, Sarah Romac, Rowena F. Stern, El Mahdi Bendif, Adriana Zingone, Stéphane Audic, Michael D. Guiry, et al. 2015. PhytoREF: A Reference Database of the Plastidial 16S rRNA Gene of Photosynthetic Eukaryotes with Curated Taxonomy. Molecular Ecology Resources 15 (6): 1435–45. https://doi.org/10.1111/1755-0998.12401."
-            fmtscript = "taxref_reformat_phytoref.sh"
-            dbversion = "unversioned"
-            taxlevels = "Domain,Supergroup,Subphylum,Class,Subclass,Order,Suborder,Family,Genus,Species"
-        }
         'pr2' {
             title = "PR2 - Protist Reference Ribosomal Database - Version 5.0.0"
             file = [ "https://github.com/pr2database/pr2database/releases/download/v5.0.0/pr2_version_5.0.0_SSU_dada2.fasta.gz", "https://github.com/pr2database/pr2database/releases/download/v5.0.0/pr2_version_5.0.0_SSU_UTAX.fasta.gz" ]

From 9f2580696091022e9e7888dde6d651e97aa507af Mon Sep 17 00:00:00 2001
From: Danilo Di Leo <danilo.dileo@lnu.se>
Date: Mon, 18 Mar 2024 09:56:47 +0100
Subject: [PATCH 042/101] CHANGELOG

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

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 723d4a83..ebf00549 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -17,6 +17,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#677](https://github.com/nf-core/ampliseq/pull/677) - Added cut_its information to SDBI export
 
+- [#710](https://github.com/nf-core/ampliseq/pull/710) - Removed Phyloref from DADA2 reference option
+
 ### `Fixed`
 
 - [#672](https://github.com/nf-core/ampliseq/pull/672),[#688](https://github.com/nf-core/ampliseq/pull/688),[#691](https://github.com/nf-core/ampliseq/pull/691) - Updated documentation

From 5b5cd78f89e25024a11308efd29348702068de19 Mon Sep 17 00:00:00 2001
From: Danilo Di Leo <danilo.dileo@lnu.se>
Date: Mon, 18 Mar 2024 09:58:58 +0100
Subject: [PATCH 043/101] updated changelog

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

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ebf00549..8cd56927 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -17,7 +17,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#677](https://github.com/nf-core/ampliseq/pull/677) - Added cut_its information to SDBI export
 
-- [#710](https://github.com/nf-core/ampliseq/pull/710) - Removed Phyloref from DADA2 reference option
+- [#710](https://github.com/nf-core/ampliseq/pull/710) - Removed Phyloref from DADA2 reference option because it's part of PR2 5.0.0
 
 ### `Fixed`
 

From 77e03b183511753f2c13ef069767423510d8ec4d Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 18 Mar 2024 10:00:14 +0100
Subject: [PATCH 044/101] re-arrange param documentation and rename
 --input_multiregion to --multiregion

---
 ...ltiregion.json => schema_multiregion.json} |  6 +--
 conf/test_multiregion.config                  |  2 +-
 docs/usage.md                                 |  4 +-
 lib/WorkflowAmpliseq.groovy                   | 13 +++--
 nextflow.config                               |  2 +-
 nextflow_schema.json                          | 47 +++++++++++--------
 workflows/ampliseq.nf                         | 32 ++++++-------
 7 files changed, 58 insertions(+), 48 deletions(-)
 rename assets/{schema_input_multiregion.json => schema_multiregion.json} (87%)

diff --git a/assets/schema_input_multiregion.json b/assets/schema_multiregion.json
similarity index 87%
rename from assets/schema_input_multiregion.json
rename to assets/schema_multiregion.json
index 2c991e3d..a0ef525f 100644
--- a/assets/schema_input_multiregion.json
+++ b/assets/schema_multiregion.json
@@ -1,8 +1,8 @@
 {
     "$schema": "http://json-schema.org/draft-07/schema",
-    "$id": "https://raw.githubusercontent.com/nf-core/ampliseq/master/assets/schema_input_multiregion.json",
-    "title": "nf-core/ampliseq pipeline - params.input_multiregion schema",
-    "description": "Schema for the file provided with params.input_multiregion",
+    "$id": "https://raw.githubusercontent.com/nf-core/ampliseq/master/assets/schema_multiregion.json",
+    "title": "nf-core/ampliseq pipeline - params.multiregion schema",
+    "description": "Schema for the file provided with params.multiregion",
     "type": "array",
     "items": {
         "type": "object",
diff --git a/conf/test_multiregion.config b/conf/test_multiregion.config
index f3a214eb..71518374 100644
--- a/conf/test_multiregion.config
+++ b/conf/test_multiregion.config
@@ -22,7 +22,7 @@ params {
     // Input data
     input = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/samplesheet_multiregion.tsv"
     metadata = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/metadata_multiregion.tsv"
-    input_multiregion = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/regions_multiregion.tsv"
+    multiregion = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/regions_multiregion.tsv"
     sidle_ref_taxonomy = "greengenes88"
 
     // Prevent default taxonomic classification
diff --git a/docs/usage.md b/docs/usage.md
index 5e0fec4d..6b0cade9 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -253,10 +253,10 @@ Instead of relying on one short amplicon, scaffolding multiple regions along a r
 
 For example, multiple variable regions of the 16S rRNA gene were sequenced with various primers and need to be unified. This leads to one unified abundance and taxonomy profile over all variable regions. However, ASV sequences are only available separately, there is no reconstruction of complete de-novo sequences feasible.
 
-Required is information about sequencing data via [`--input`](#samplesheet-input), region primers length information via [`--input_multiregion`](https://nf-co.re/ampliseq/parameters#input_multiregion), and a taxonomic database via [`--sidle_ref_taxonomy`](https://nf-co.re/ampliseq/parameters#sidle_ref_taxonomy) or [`--sidle_ref_tax_custom`](https://nf-co.re/ampliseq/parameters#sidle_ref_tax_custom).
+Required is information about sequencing data via [`--input`](#samplesheet-input), region primers length information via [`--multiregion`](https://nf-co.re/ampliseq/parameters#multiregion), and a taxonomic database via [`--sidle_ref_taxonomy`](https://nf-co.re/ampliseq/parameters#sidle_ref_taxonomy) or [`--sidle_ref_tax_custom`](https://nf-co.re/ampliseq/parameters#sidle_ref_tax_custom).
 
 ```bash
---input "samplesheet_multiregion.tsv"  --input_multiregion "regions_multiregion.tsv" --sidle_ref_taxonomy "silva=128"
+--input "samplesheet_multiregion.tsv"  --multiregion "regions_multiregion.tsv" --sidle_ref_taxonomy "silva=128"
 ```
 
 The region information file can be tab-separated (.tsv), comma-separated (.csv), or in YAML format (.yml/.yaml) and can have two to four columns/entries with the following headers:
diff --git a/lib/WorkflowAmpliseq.groovy b/lib/WorkflowAmpliseq.groovy
index 696ca5d4..4676fd4e 100755
--- a/lib/WorkflowAmpliseq.groovy
+++ b/lib/WorkflowAmpliseq.groovy
@@ -15,7 +15,7 @@ class WorkflowAmpliseq {
             Nextflow.error("Missing input declaration: One of `--input`, `--input_fasta`, `--input_folder` is required.")
         }
 
-        if ( !params.input_multiregion && !params.input_fasta && (!params.FW_primer || !params.RV_primer) && !params.skip_cutadapt ) {
+        if ( !params.multiregion && !params.input_fasta && (!params.FW_primer || !params.RV_primer) && !params.skip_cutadapt ) {
             Nextflow.error("Incompatible parameters: `--FW_primer` and `--RV_primer` are required for primer trimming. If primer trimming is not needed, use `--skip_cutadapt`.")
         }
 
@@ -133,15 +133,18 @@ class WorkflowAmpliseq {
         }
 
         // When multi-region analysis is used, some parameter combinations are required or not allowed:
-        if ( params.input_multiregion ) {
+        if ( params.multiregion ) {
+            if ( !params.sidle_ref_taxonomy && !params.sidle_ref_tree_custom ) {
+                log.warn "Missing parameter: Either use `--sidle_ref_taxonomy` or `--sidle_ref_tree_custom` to get (unified) taxonomic classifications"
+            }
             if ( (params.dada_ref_tax_custom || params.dada_ref_taxonomy) && !params.skip_dada_taxonomy ) {
-                Nextflow.error("Incompatible parameters: Multiple region analysis with `--input_multiregion` does not work with `--dada_ref_tax_custom`, `--dada_ref_taxonomy`")
+                Nextflow.error("Incompatible parameters: Multiple region analysis with `--multiregion` does not work with `--dada_ref_tax_custom`, `--dada_ref_taxonomy`")
             }
             if ( params.cut_its != "none" ) {
-                Nextflow.error("Incompatible parameters: Multiple region analysis with `--input_multiregion` does not work with `--cut_its`")
+                Nextflow.error("Incompatible parameters: Multiple region analysis with `--multiregion` does not work with `--cut_its`")
             }
             if ( params.vsearch_cluster || params.filter_ssu || params.min_len_asv || params.max_len_asv || params.filter_codons ) {
-                log.warn "Incompatible parameters: Multiple region analysis with `--input_multiregion` ignores any of `--vsearch_cluster`, `--filter_ssu`, `--min_len_asv`, `--max_len_asv`, `--filter_codons`, `--cut_its`"
+                log.warn "Incompatible parameters: Multiple region analysis with `--multiregion` ignores any of `--vsearch_cluster`, `--filter_ssu`, `--min_len_asv`, `--max_len_asv`, `--filter_codons`, `--cut_its`"
             }
         }
     }
diff --git a/nextflow.config b/nextflow.config
index a2fdc3a1..66ceda10 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -13,7 +13,7 @@ params {
     input                      = null
     input_fasta                = null
     input_folder               = null
-    input_multiregion          = null
+    multiregion          = null
     extension                  = "/*_R{1,2}_001.fastq.gz"
     pacbio                     = false
     iontorrent                 = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 97ce542c..c598d233 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -51,13 +51,13 @@
                     "help_text": "This is optional, but for performing downstream analysis such as barplots, diversity indices or differential abundance testing, a metadata file is essential.\n\nRelated parameter:\n- `--metadata_category` (optional) to choose columns that are used for testing significance\n\nFor example:\n\n```bash\n--metadata \"path/to/metadata.tsv\"\n```\n\nPlease note the following requirements:\n\n1. The path must be enclosed in quotes\n2. The metadata file has to follow the QIIME2 specifications (https://docs.qiime2.org/2021.2/tutorials/metadata/)\n\nThe first column in the tab-separated metadata file is the sample identifier column (required header: `ID`) and defines the sample or feature IDs associated with your study. In addition to the sample identifier column, the metadata file is required to have at least one column with multiple different non-numeric values but not all unique.\n**NB**: without additional columns there might be no groupings for the downstream analyses.\n\nSample identifiers should be 36 characters long or less, and also contain only ASCII alphanumeric characters (i.e. in the range of [a-z], [A-Z], or [0-9]), or the dash (-) character. For downstream analysis, by default all numeric columns, blanks or NA are removed, and only columns with multiple different values but not all unique are selected.\n\nThe columns which are to be assessed can be specified by `--metadata_category`. If `--metadata_category` isn't specified than all columns that fit the specification are automatically chosen.",
                     "fa_icon": "fas fa-file-csv"
                 },
-                "input_multiregion": {
+                "multiregion": {
                     "type": "string",
                     "mimetype": "text/tsv",
                     "fa_icon": "fas fa-dna",
                     "description": "Path to tab-separated multi region sheet",
-                    "help_text": "Path to multi region sheet, either tab-separated (.tsv), comma-separated (.csv), or in YAML format (.yml/.yaml).",
-                    "schema": "assets/schema_input_multiregion.json"
+                    "help_text": "Path to multi region sheet, either tab-separated (.tsv), comma-separated (.csv), or in YAML format (.yml/.yaml).\n\nChoose a reerence taxonomy with `--sidle_ref_taxonomy` or use `--sidle_ref_tax_custom` and `--sidle_ref_tree_custom`.",
+                    "schema": "assets/schema_multiregion.json"
                 },
                 "outdir": {
                     "type": "string",
@@ -340,7 +340,7 @@
         "taxonomic_database": {
             "title": "Taxonomic database",
             "type": "object",
-            "default": "",
+            "default": "Choose a method and database for taxonomic assignments to single-region amplicons",
             "properties": {
                 "dada_ref_taxonomy": {
                     "type": "string",
@@ -504,22 +504,6 @@
                     "minimum": 0,
                     "maximum": 1
                 },
-                "sidle_ref_taxonomy": {
-                    "type": "string",
-                    "help_text": "",
-                    "description": "Name of supported database, and optionally also version number",
-                    "enum": ["silva", "silva=128", "greengenes", "greengenes=13_8", "greengenes88"]
-                },
-                "sidle_ref_tax_custom": {
-                    "type": "string",
-                    "help_text": "Consider also setting `--sidle_ref_tree_custom`. Example usage: `--sidle_ref_tax_custom 'rep_set_99.fasta,rep_set_aligned_99.fasta,taxonomy_99_taxonomy.txt'`",
-                    "description": "Comma separated paths to three files: reference taxonomy sequences (*.fasta), reference taxonomy strings (*.txt)"
-                },
-                "sidle_ref_tree_custom": {
-                    "type": "string",
-                    "help_text": "Overwrites tree chosen by `--sidle_ref_taxonomy`",
-                    "description": "Path to SIDLE reference taxonomy tree (*.qza)"
-                },
                 "sintax_ref_taxonomy": {
                     "type": "string",
                     "help_text": "Choose any of the supported databases, and optionally also specify the version. Database and version are separated by an equal sign (`=`, e.g. `coidb=221216`) . This will download the desired database and initiate taxonomic classification with VSEARCH sintax and the chosen database, which if needed is formatted to produce a file that is compatible with VSEARCH sintax.\n\nThe following databases are supported:\n- COIDB - eukaryotic Cytochrome Oxidase I (COI) from The Barcode of Life Data System (BOLD) - COI\n- UNITE - eukaryotic nuclear ribosomal ITS region - ITS\n\nGenerally, using `coidb`, `unite-fungi`, or `unite-alleuk` will select the most recent supported version.",
@@ -557,6 +541,29 @@
             },
             "fa_icon": "fas fa-database"
         },
+        "multiregion_taxonomic_database": {
+            "title": "Multi-region taxonomic database",
+            "type": "object",
+            "default": "Choose database for taxonomic assignments with multi-region amplicons using SIDLE",
+            "properties": {
+                "sidle_ref_taxonomy": {
+                    "type": "string",
+                    "help_text": "",
+                    "description": "Name of supported database, and optionally also version number",
+                    "enum": ["silva", "silva=128", "greengenes", "greengenes=13_8", "greengenes88"]
+                },
+                "sidle_ref_tax_custom": {
+                    "type": "string",
+                    "help_text": "Consider also setting `--sidle_ref_tree_custom`. Example usage: `--sidle_ref_tax_custom 'rep_set_99.fasta,rep_set_aligned_99.fasta,taxonomy_99_taxonomy.txt'`",
+                    "description": "Comma separated paths to three files: reference taxonomy sequences (*.fasta), reference taxonomy strings (*.txt)"
+                },
+                "sidle_ref_tree_custom": {
+                    "type": "string",
+                    "help_text": "Overwrites tree chosen by `--sidle_ref_taxonomy`",
+                    "description": "Path to SIDLE reference taxonomy tree (*.qza)"
+                }
+            }
+        },
         "asv_filtering": {
             "title": "ASV filtering",
             "type": "object",
diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index 06de3404..2a8fae5b 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -177,7 +177,7 @@ if ( !(workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1)
 }
 
 //only run QIIME2 downstream analysis when taxonomy is actually calculated and all required data is available
-if ( !(workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) && !params.skip_taxonomy && !params.skip_qiime && !params.skip_qiime_downstream && (!params.skip_dada_taxonomy || params.sintax_ref_taxonomy || params.qiime_ref_taxonomy || params.qiime_ref_tax_custom || params.kraken2_ref_taxonomy || params.kraken2_ref_tax_custom || params.input_multiregion) ) {
+if ( !(workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) && !params.skip_taxonomy && !params.skip_qiime && !params.skip_qiime_downstream && (!params.skip_dada_taxonomy || params.sintax_ref_taxonomy || params.qiime_ref_taxonomy || params.qiime_ref_tax_custom || params.kraken2_ref_taxonomy || params.kraken2_ref_tax_custom || params.multiregion) ) {
     run_qiime2 = true
 } else {
     run_qiime2 = false
@@ -310,10 +310,10 @@ workflow AMPLISEQ {
     //
     // Add primer info to sequencing files
     //
-    if ( params.input_multiregion ) {
+    if ( params.multiregion ) {
         // is multiple region analysis
         ch_input_reads
-            .combine( Channel.fromSamplesheet("input_multiregion") )
+            .combine( Channel.fromSamplesheet("multiregion") )
             .map{ info, reads, multi ->
                 def meta = info + multi
                 return [ meta, reads ] }
@@ -446,7 +446,7 @@ workflow AMPLISEQ {
     //
     // SUBWORKFLOW / MODULES : Taxonomic classification with DADA2, SINTAX and/or QIIME2
     //
-    if ( params.input_multiregion ) {
+    if ( params.multiregion ) {
         // separate sequences and abundances when several regions
         DADA2_SPLITREGIONS (
             //DADA2_DENOISING per run & region -> per run
@@ -473,10 +473,10 @@ workflow AMPLISEQ {
         ch_dada2_asv = SIDLE_WF.out.table_tsv
         ch_dada2_fasta = Channel.empty()
         // Any ASV post-clustering param is not allowed:
-        // - solved by '!params.input_multiregion' for vsearch_cluster, filter_ssu, min_len_asv, max_len_asv, filter_codons
+        // - solved by '!params.multiregion' for vsearch_cluster, filter_ssu, min_len_asv, max_len_asv, filter_codons
         // - solved in 'lib/WorkflowAmpliseq.groovy': cut_its
         // Must have params:
-        // - solved by '!params.input_multiregion' for skip_report
+        // - solved by '!params.multiregion' for skip_report
         // - solved in 'lib/WorkflowAmpliseq.groovy': skip_dada_taxonomy
     } else {
         // forward results to downstream analysis if single region
@@ -487,7 +487,7 @@ workflow AMPLISEQ {
     //
     // MODULE : ASV post-clustering with VSEARCH
     //
-    if (params.vsearch_cluster && !params.input_multiregion) {
+    if (params.vsearch_cluster && !params.multiregion) {
         ch_fasta_for_clustering = ch_dada2_fasta
             .map {
                 fasta ->
@@ -515,7 +515,7 @@ workflow AMPLISEQ {
     //
     // Modules : Filter rRNA
     //
-    if ( !params.skip_barrnap && params.filter_ssu && !params.input_multiregion ) {
+    if ( !params.skip_barrnap && params.filter_ssu && !params.multiregion ) {
         BARRNAP ( ch_unfiltered_fasta )
         BARRNAPSUMMARY ( BARRNAP.out.gff.collect() )
         BARRNAPSUMMARY.out.warning.subscribe {
@@ -530,7 +530,7 @@ workflow AMPLISEQ {
         ch_stats = MERGE_STATS_FILTERSSU.out.tsv
         ch_dada2_fasta = FILTER_SSU.out.fasta
         ch_dada2_asv = FILTER_SSU.out.asv
-    } else if ( !params.skip_barrnap && !params.filter_ssu && !params.input_multiregion ) {
+    } else if ( !params.skip_barrnap && !params.filter_ssu && !params.multiregion ) {
         BARRNAP ( ch_unfiltered_fasta )
         BARRNAPSUMMARY ( BARRNAP.out.gff.collect() )
         BARRNAPSUMMARY.out.warning.subscribe { if ( it.baseName.toString().startsWith("WARNING") ) log.warn "Barrnap could not identify any rRNA in the ASV sequences. We recommended to use the --skip_barrnap option for these sequences." }
@@ -545,7 +545,7 @@ workflow AMPLISEQ {
     //
     // Modules : amplicon length filtering
     //
-    if ( (params.min_len_asv || params.max_len_asv) && !params.input_multiregion ) {
+    if ( (params.min_len_asv || params.max_len_asv) && !params.multiregion ) {
         FILTER_LEN_ASV ( ch_dada2_fasta, ch_dada2_asv.ifEmpty( [] ) )
         ch_versions = ch_versions.mix(FILTER_LEN_ASV.out.versions.ifEmpty(null))
         MERGE_STATS_FILTERLENASV ( ch_stats, FILTER_LEN_ASV.out.stats )
@@ -559,7 +559,7 @@ workflow AMPLISEQ {
     //
     // Modules : Filtering based on codons in an open reading frame
     //
-    if ( params.filter_codons && !params.input_multiregion ) {
+    if ( params.filter_codons && !params.multiregion ) {
         FILTER_CODONS ( ch_dada2_fasta, ch_dada2_asv.ifEmpty( [] ) )
         ch_versions = ch_versions.mix(FILTER_CODONS.out.versions.ifEmpty(null))
         MERGE_STATS_CODONS( ch_stats, FILTER_CODONS.out.stats )
@@ -701,7 +701,7 @@ workflow AMPLISEQ {
         // Import phylogenetic tree into QIIME2
         if ( params.pplace_tree ) {
             ch_tree = QIIME2_INTREE ( FASTA_NEWICK_EPANG_GAPPA.out.grafted_phylogeny ).qza
-        } else if (params.input_multiregion) {
+        } else if (params.multiregion) {
             ch_tree = SIDLE_WF.out.tree_qza
         } else { ch_tree = [] }
 
@@ -712,7 +712,7 @@ workflow AMPLISEQ {
             ch_tax = Channel.empty()
             tax_agglom_min = 1
             tax_agglom_max = 2
-        } else if ( params.input_multiregion ) {
+        } else if ( params.multiregion ) {
             log.info "Use multi-region SIDLE taxonomy classification"
             val_used_taxonomy = "SIDLE"
             ch_tax = SIDLE_WF.out.tax_qza
@@ -916,7 +916,7 @@ workflow AMPLISEQ {
     //
     // MODULE: Summary Report
     //
-    if (!params.skip_report && !params.input_multiregion) {
+    if (!params.skip_report && !params.multiregion) {
         SUMMARY_REPORT (
             ch_report_template,
             ch_report_css,
@@ -993,9 +993,9 @@ workflow AMPLISEQ {
         file("${params.outdir}/input").mkdir()
         file("${params.input_fasta}").copyTo("${params.outdir}/input")
     }
-    if ( params.input_multiregion ) {
+    if ( params.multiregion ) {
         file("${params.outdir}/input").mkdir()
-        file("${params.input_multiregion}").copyTo("${params.outdir}/input")
+        file("${params.multiregion}").copyTo("${params.outdir}/input")
     }
     //Save metadata in results folder
     if ( params.metadata ) {

From 3f4a64eb9eafc7521fe9f035edf07189601bc50d Mon Sep 17 00:00:00 2001
From: Danilo Di Leo <danilo.dileo@lnu.se>
Date: Mon, 18 Mar 2024 10:08:54 +0100
Subject: [PATCH 045/101] removed phytoref from schema.json

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

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 938690d4..c27a068d 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -344,7 +344,6 @@
                         "gtdb=R08-RS214",
                         "midori2-co1",
                         "midori2-co1=gb250",
-                        "phytoref",
                         "pr2",
                         "pr2=4.13.0",
                         "pr2=4.14.0",

From 8575090df540f19bc2bed4734a348446a6aac8e9 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 18 Mar 2024 10:19:57 +0100
Subject: [PATCH 046/101] prevent execution with conda

---
 modules/local/sidle_align.nf       | 4 ++++
 modules/local/sidle_dbextract.nf   | 4 ++++
 modules/local/sidle_dbfilt.nf      | 4 ++++
 modules/local/sidle_dbrecon.nf     | 4 ++++
 modules/local/sidle_filttax.nf     | 4 ++++
 modules/local/sidle_in.nf          | 4 ++++
 modules/local/sidle_indb.nf        | 4 ++++
 modules/local/sidle_indbaligned.nf | 4 ++++
 modules/local/sidle_seqrecon.nf    | 4 ++++
 modules/local/sidle_tablerecon.nf  | 4 ++++
 modules/local/sidle_taxrecon.nf    | 4 ++++
 modules/local/sidle_treerecon.nf   | 4 ++++
 modules/local/sidle_trim.nf        | 4 ++++
 13 files changed, 52 insertions(+)

diff --git a/modules/local/sidle_align.nf b/modules/local/sidle_align.nf
index c98f955e..15a3467b 100644
--- a/modules/local/sidle_align.nf
+++ b/modules/local/sidle_align.nf
@@ -15,6 +15,10 @@ process SIDLE_ALIGN {
     task.ext.when == null || task.ext.when
 
     script:
+    // Exit if running this module with -profile conda / -profile mamba
+    if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
+        error "Sidle in QIIME2 does not support Conda. Please use Docker / Singularity / Podman instead."
+    }
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.region}"
     def primerfw = "${meta.fw_primer}"
diff --git a/modules/local/sidle_dbextract.nf b/modules/local/sidle_dbextract.nf
index c57597e3..91f3635e 100644
--- a/modules/local/sidle_dbextract.nf
+++ b/modules/local/sidle_dbextract.nf
@@ -17,6 +17,10 @@ process SIDLE_DBEXTRACT {
     task.ext.when == null || task.ext.when
 
     script:
+    // Exit if running this module with -profile conda / -profile mamba
+    if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
+        error "Sidle in QIIME2 does not support Conda. Please use Docker / Singularity / Podman instead."
+    }
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.region}"
     def primerfw = "${meta.fw_primer}"
diff --git a/modules/local/sidle_dbfilt.nf b/modules/local/sidle_dbfilt.nf
index b5bfd93e..60b4b30f 100644
--- a/modules/local/sidle_dbfilt.nf
+++ b/modules/local/sidle_dbfilt.nf
@@ -16,6 +16,10 @@ process SIDLE_DBFILT {
     task.ext.when == null || task.ext.when
 
     script:
+    // Exit if running this module with -profile conda / -profile mamba
+    if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
+        error "Sidle in QIIME2 does not support Conda. Please use Docker / Singularity / Podman instead."
+    }
     def args = task.ext.args ?: ''
     def args2 = task.ext.args2 ?: ''
     """
diff --git a/modules/local/sidle_dbrecon.nf b/modules/local/sidle_dbrecon.nf
index 83c87264..18a819b3 100644
--- a/modules/local/sidle_dbrecon.nf
+++ b/modules/local/sidle_dbrecon.nf
@@ -18,6 +18,10 @@ process SIDLE_DBRECON {
     task.ext.when == null || task.ext.when
 
     script:
+    // Exit if running this module with -profile conda / -profile mamba
+    if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
+        error "Sidle in QIIME2 does not support Conda. Please use Docker / Singularity / Podman instead."
+    }
     def args = task.ext.args ?: ''
     def db_input = ""
     // sort the input so that the regions are sorted by sequence
diff --git a/modules/local/sidle_filttax.nf b/modules/local/sidle_filttax.nf
index 00133e64..52804b8a 100644
--- a/modules/local/sidle_filttax.nf
+++ b/modules/local/sidle_filttax.nf
@@ -17,6 +17,10 @@ process SIDLE_FILTTAX {
     task.ext.when == null || task.ext.when
 
     script:
+    // Exit if running this module with -profile conda / -profile mamba
+    if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
+        error "Sidle in QIIME2 does not support Conda. Please use Docker / Singularity / Podman instead."
+    }
     """
     #!/usr/bin/env Rscript
 
diff --git a/modules/local/sidle_in.nf b/modules/local/sidle_in.nf
index 1f1d5360..4eddef41 100644
--- a/modules/local/sidle_in.nf
+++ b/modules/local/sidle_in.nf
@@ -15,6 +15,10 @@ process SIDLE_IN {
     task.ext.when == null || task.ext.when
 
     script:
+    // Exit if running this module with -profile conda / -profile mamba
+    if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
+        error "Sidle in QIIME2 does not support Conda. Please use Docker / Singularity / Podman instead."
+    }
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.region}"
     """
diff --git a/modules/local/sidle_indb.nf b/modules/local/sidle_indb.nf
index 33367313..f91a21ac 100644
--- a/modules/local/sidle_indb.nf
+++ b/modules/local/sidle_indb.nf
@@ -16,6 +16,10 @@ process SIDLE_INDB {
     task.ext.when == null || task.ext.when
 
     script:
+    // Exit if running this module with -profile conda / -profile mamba
+    if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
+        error "Sidle in QIIME2 does not support Conda. Please use Docker / Singularity / Podman instead."
+    }
     """
     export XDG_CONFIG_HOME="./xdgconfig"
     export MPLCONFIGDIR="./mplconfigdir"
diff --git a/modules/local/sidle_indbaligned.nf b/modules/local/sidle_indbaligned.nf
index e37b169a..4029d697 100644
--- a/modules/local/sidle_indbaligned.nf
+++ b/modules/local/sidle_indbaligned.nf
@@ -14,6 +14,10 @@ process SIDLE_INDBALIGNED {
     task.ext.when == null || task.ext.when
 
     script:
+    // Exit if running this module with -profile conda / -profile mamba
+    if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
+        error "Sidle in QIIME2 does not support Conda. Please use Docker / Singularity / Podman instead."
+    }
     def args = task.ext.args ?: ''
     """
     export XDG_CONFIG_HOME="./xdgconfig"
diff --git a/modules/local/sidle_seqrecon.nf b/modules/local/sidle_seqrecon.nf
index 6330e376..38fa742d 100644
--- a/modules/local/sidle_seqrecon.nf
+++ b/modules/local/sidle_seqrecon.nf
@@ -19,6 +19,10 @@ process SIDLE_SEQRECON {
     task.ext.when == null || task.ext.when
 
     script:
+    // Exit if running this module with -profile conda / -profile mamba
+    if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
+        error "Sidle in QIIME2 does not support Conda. Please use Docker / Singularity / Podman instead."
+    }
     """
     #https://q2-sidle.readthedocs.io/en/latest/reconstruction.html#reconstructing-the-phylogenetic-tree
     #https://forum.qiime2.org/t/sidle-tutorial-missing-aligned-sequence-file/20604/4 for db_aligned_sequences
diff --git a/modules/local/sidle_tablerecon.nf b/modules/local/sidle_tablerecon.nf
index cd6d14f3..fc6ba9ee 100644
--- a/modules/local/sidle_tablerecon.nf
+++ b/modules/local/sidle_tablerecon.nf
@@ -21,6 +21,10 @@ process SIDLE_TABLERECON {
     task.ext.when == null || task.ext.when
 
     script:
+    // Exit if running this module with -profile conda / -profile mamba
+    if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
+        error "Sidle in QIIME2 does not support Conda. Please use Docker / Singularity / Podman instead."
+    }
     def args = task.ext.args ?: ''
     def region_input = ""
     // sort the input so that the regions are sorted by sequence
diff --git a/modules/local/sidle_taxrecon.nf b/modules/local/sidle_taxrecon.nf
index 0172f6c2..5503cf65 100644
--- a/modules/local/sidle_taxrecon.nf
+++ b/modules/local/sidle_taxrecon.nf
@@ -17,6 +17,10 @@ process SIDLE_TAXRECON {
     task.ext.when == null || task.ext.when
 
     script:
+    // Exit if running this module with -profile conda / -profile mamba
+    if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
+        error "Sidle in QIIME2 does not support Conda. Please use Docker / Singularity / Podman instead."
+    }
     def args = task.ext.args ?: ''
     """
     #https://q2-sidle.readthedocs.io/en/latest/reconstruction.html#taxonomic-reconstruction
diff --git a/modules/local/sidle_treerecon.nf b/modules/local/sidle_treerecon.nf
index 0d12be82..91838e3e 100644
--- a/modules/local/sidle_treerecon.nf
+++ b/modules/local/sidle_treerecon.nf
@@ -17,6 +17,10 @@ process SIDLE_TREERECON {
     task.ext.when == null || task.ext.when
 
     script:
+    // Exit if running this module with -profile conda / -profile mamba
+    if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
+        error "Sidle in QIIME2 does not support Conda. Please use Docker / Singularity / Podman instead."
+    }
     """
     # https://q2-sidle.readthedocs.io/en/latest/reconstruction.html#reconstructing-the-phylogenetic-tree
     # required: SEPP file https://forum.qiime2.org/t/sidle-tutorial-missing-aligned-sequence-file/20604/8
diff --git a/modules/local/sidle_trim.nf b/modules/local/sidle_trim.nf
index e4db979d..7727f837 100644
--- a/modules/local/sidle_trim.nf
+++ b/modules/local/sidle_trim.nf
@@ -16,6 +16,10 @@ process SIDLE_TRIM {
     task.ext.when == null || task.ext.when
 
     script:
+    // Exit if running this module with -profile conda / -profile mamba
+    if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
+        error "Sidle in QIIME2 does not support Conda. Please use Docker / Singularity / Podman instead."
+    }
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.region}"
     def primerfw = "${meta.fw_primer}"

From daa9dce8c03ae8bceeded4c3e263cdaefc353c75 Mon Sep 17 00:00:00 2001
From: Danilo Di Leo <78909156+danilodileo@users.noreply.github.com>
Date: Mon, 18 Mar 2024 10:26:24 +0100
Subject: [PATCH 047/101] Update CHANGELOG.md

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

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8cd56927..208e29d4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -17,8 +17,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - [#677](https://github.com/nf-core/ampliseq/pull/677) - Added cut_its information to SDBI export
 
-- [#710](https://github.com/nf-core/ampliseq/pull/710) - Removed Phyloref from DADA2 reference option because it's part of PR2 5.0.0
-
 ### `Fixed`
 
 - [#672](https://github.com/nf-core/ampliseq/pull/672),[#688](https://github.com/nf-core/ampliseq/pull/688),[#691](https://github.com/nf-core/ampliseq/pull/691) - Updated documentation
@@ -32,6 +30,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Removed`
 
+- [#710](https://github.com/nf-core/ampliseq/pull/710) - Removed Phyloref from DADA2 reference option because it's part of PR2 5.0.0
+
 ## nf-core/ampliseq version 2.7.1 - 2023-11-14
 
 ### `Added`

From 85791f977520c9e334baa7c229e7296c009e081d Mon Sep 17 00:00:00 2001
From: Danilo Di Leo <danilo.dileo@lnu.se>
Date: Mon, 18 Mar 2024 11:37:50 +0100
Subject: [PATCH 048/101] updated code for collecting data from gtdb

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

diff --git a/bin/taxref_reformat_gtdb.sh b/bin/taxref_reformat_gtdb.sh
index 14146a21..a389bb65 100755
--- a/bin/taxref_reformat_gtdb.sh
+++ b/bin/taxref_reformat_gtdb.sh
@@ -10,7 +10,7 @@ for f in *.tar.gz; do
 done
 
 # Write the assignTaxonomy() fasta file: assignTaxonomy.fna
-cat ar122*.fna bac120*.fna | sed '/^>/s/>[^ ]\+ \([^[]\+\) \[.*/>\1/' | sed '/^>/s/ \[.*//' | sed 's/[a-z]__//g' > assignTaxonomy.fna
+cat ar*.fna bac*.fna | sed '/^>/s/>[^ ]\+ \([^[]\+\) \[.*/>\1/' | sed '/^>/s/ \[.*//' | sed 's/[a-z]__//g' > assignTaxonomy.fna
 
 # Write the addSpecies() fasta file: addSpecies.fna
-cat ar122*.fna bac120*.fna | sed '/^>/s/>\([^ ]\+\) .*;s__\([^[]\+\) \[.*/>\1 \2/' > addSpecies.fna
+cat ar*.fna bac*.fna | sed '/^>/s/>\([^ ]\+\) .*;s__\([^[]\+\) \[.*/>\1 \2/' > addSpecies.fna

From 48d02b8dcb79a9246620f106a0844697c16e4269 Mon Sep 17 00:00:00 2001
From: Danilo Di Leo <danilo.dileo@lnu.se>
Date: Mon, 18 Mar 2024 11:41:35 +0100
Subject: [PATCH 049/101] updated comment

---
 bin/taxref_reformat_gtdb.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/taxref_reformat_gtdb.sh b/bin/taxref_reformat_gtdb.sh
index a389bb65..f2e65b56 100755
--- a/bin/taxref_reformat_gtdb.sh
+++ b/bin/taxref_reformat_gtdb.sh
@@ -1,6 +1,6 @@
 #!/bin/sh
 
-# Reads the ar122 and bac120 SSU fasta files from GTDB (after first untarring)
+# Reads the ar* and bac* SSU fasta files from GTDB (after first untarring)
 # and outputs two new fasta files, one suitable for DADA2's assignTaxonomy()
 # and addSpecies() functions.
 

From 0f4346c3b6aad0d491ee1cb368d519f251764de2 Mon Sep 17 00:00:00 2001
From: Danilo Di Leo <danilo.dileo@lnu.se>
Date: Mon, 18 Mar 2024 11:46:01 +0100
Subject: [PATCH 050/101] updated CHANGELOG

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

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 723d4a83..eb0a2e32 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -16,6 +16,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### `Changed`
 
 - [#677](https://github.com/nf-core/ampliseq/pull/677) - Added cut_its information to SDBI export
+- [#711](https://github.com/nf-core/ampliseq/pull/711) - Changed code in taxref_reformat_gtdb.sh so it can take both bacteria and Archaea. Check issue [#708](https://github.com/nf-core/ampliseq/issues/708) for more info.
 
 ### `Fixed`
 

From dc5e8a3b7714be342dde5fbeef227d4c1452e266 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 18 Mar 2024 12:41:28 +0100
Subject: [PATCH 051/101] remove empty lines

---
 bin/taxref_reformat_sidle.sh | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/bin/taxref_reformat_sidle.sh b/bin/taxref_reformat_sidle.sh
index bfc92bb8..0253ad7d 100755
--- a/bin/taxref_reformat_sidle.sh
+++ b/bin/taxref_reformat_sidle.sh
@@ -21,8 +21,3 @@ elif [ -d "SILVA_128_QIIME_release" ]; then
 else
     echo "No expected directory detected"
 fi
-
-
-
-
-

From 65e4209715260f2618a680dd612714ca27770081 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 18 Mar 2024 14:01:00 +0100
Subject: [PATCH 052/101] add subworkflows and include functions

---
 main.nf                                       |   9 +
 modules.json                                  |  15 +
 subworkflows/local/dada2_taxonomy_wf.nf       |   3 +-
 .../utils_nfcore_ampliseq_pipeline/main.nf    | 231 +++++++++
 .../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          |  20 +
 .../tests/main.workflow.nf.test               | 111 +++++
 .../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          | 166 +++++++
 .../tests/main.workflow.nf.test               |  29 ++
 .../tests/main.workflow.nf.test.snap          |  19 +
 .../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/ampliseq.nf                         |  14 +-
 25 files changed, 1854 insertions(+), 5 deletions(-)
 create mode 100644 subworkflows/local/utils_nfcore_ampliseq_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/main.nf b/main.nf
index dd35beca..4a3325d3 100644
--- a/main.nf
+++ b/main.nf
@@ -11,6 +11,15 @@
 
 nextflow.enable.dsl = 2
 
+/*
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+    IMPORT FUNCTIONS / MODULES / SUBWORKFLOWS / WORKFLOWS
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+*/
+
+include { PIPELINE_INITIALISATION } from './subworkflows/local/utils_nfcore_ampliseq_pipeline'
+include { PIPELINE_COMPLETION     } from './subworkflows/local/utils_nfcore_ampliseq_pipeline'
+
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
     VALIDATE & PRINT PARAMETER SUMMARY
diff --git a/modules.json b/modules.json
index f94caaac..3b166c04 100644
--- a/modules.json
+++ b/modules.json
@@ -114,6 +114,21 @@
                         "branch": "master",
                         "git_sha": "cfd937a668919d948f6fcbf4218e79de50c2f36f",
                         "installed_by": ["subworkflows"]
+                    },
+                    "utils_nextflow_pipeline": {
+                        "branch": "master",
+                        "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
+                        "installed_by": ["subworkflows"]
+                    },
+                    "utils_nfcore_pipeline": {
+                        "branch": "master",
+                        "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
+                        "installed_by": ["subworkflows"]
+                    },
+                    "utils_nfvalidation_plugin": {
+                        "branch": "master",
+                        "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
+                        "installed_by": ["subworkflows"]
                     }
                 }
             }
diff --git a/subworkflows/local/dada2_taxonomy_wf.nf b/subworkflows/local/dada2_taxonomy_wf.nf
index 52c1760d..71fe438f 100644
--- a/subworkflows/local/dada2_taxonomy_wf.nf
+++ b/subworkflows/local/dada2_taxonomy_wf.nf
@@ -11,6 +11,7 @@ include { FORMAT_TAXRESULTS as FORMAT_TAXRESULTS_STD   } from '../../modules/loc
 include { FORMAT_TAXRESULTS as FORMAT_TAXRESULTS_ADDSP } from '../../modules/local/format_taxresults'
 include { ASSIGNSH                                     } from '../../modules/local/assignsh'
 
+include { makeComplement                 } from '../../subworkflows/local/utils_nfcore_ampliseq_pipeline'
 
 workflow DADA2_TAXONOMY_WF {
     take:
@@ -39,7 +40,7 @@ workflow DADA2_TAXONOMY_WF {
                     meta.single_end = true
                     meta.id = "assignTaxonomy"
                     meta.fw_primer = params.FW_primer
-                    meta.rv_primer_revcomp = WorkflowAmpliseq.makeComplement ( "${params.RV_primer}".reverse() )
+                    meta.rv_primer_revcomp = makeComplement ( "${params.RV_primer}".reverse() )
                     [ meta, db ] }
             .set { ch_assigntax }
         CUTADAPT_TAXONOMY ( ch_assigntax ).reads
diff --git a/subworkflows/local/utils_nfcore_ampliseq_pipeline/main.nf b/subworkflows/local/utils_nfcore_ampliseq_pipeline/main.nf
new file mode 100644
index 00000000..bf9ab36f
--- /dev/null
+++ b/subworkflows/local/utils_nfcore_ampliseq_pipeline/main.nf
@@ -0,0 +1,231 @@
+//
+// Subworkflow with functionality specific to the nf-core/ampliseq 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
+    //
+    // TODO: only with igenomes?
+    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
+========================================================================================
+*/
+
+//
+// Prepare complement sequence - ultimately to make reverse complement primers
+// Complement table taken from http://arep.med.harvard.edu/labgc/adnan/projects/Utilities/revcomp.html
+def makeComplement(seq) {
+    def complements = [ A:'T', T:'A', U:'A', G:'C', C:'G', Y:'R', R:'Y', S:'S', W:'W', K:'M', M:'K', B:'V', D:'H', H:'D', V:'B', N:'N' ]
+    def comp = seq.toUpperCase().collect { base -> complements[ base ] ?: 'X' }.join()
+    return comp
+}
+
+//
+// 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 ]
+}
+
+//
+// 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..68718e4f
--- /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() }
+            )
+        }
+    }
+}
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..e3f0baf4
--- /dev/null
+++ b/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test.snap
@@ -0,0 +1,20 @@
+{
+    "Test Function getWorkflowVersion": {
+        "content": [
+            "v9.9.9"
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:02:05.308243"
+    },
+    "Test Function checkCondaChannels": {
+        "content": null,
+        "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
new file mode 100644
index 00000000..ca964ce8
--- /dev/null
+++ b/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.workflow.nf.test
@@ -0,0 +1,111 @@
+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 {
+            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 {
+            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 {
+            workflow {
+                """
+                print_version        = false
+                dump_parameters      = true
+                outdir               = 'results'
+                check_conda_channels = false
+
+                input[0] = false
+                input[1] = true
+                input[2] = outdir
+                input[3] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert workflow.success }
+            )
+        }
+    }
+
+    test("Should not create params JSON if no output directory") {
+
+        when {
+            workflow {
+                """
+                print_version        = false
+                dump_parameters      = true
+                outdir               = null
+                check_conda_channels = false
+
+                input[0] = false
+                input[1] = true
+                input[2] = outdir
+                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..d0a926bf
--- /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'
+}
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..1037232c
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test.snap
@@ -0,0 +1,166 @@
+{
+    "Test Function checkProfileProvided": {
+        "content": null,
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:03:03.360873"
+    },
+    "Test Function checkConfigProvided": {
+        "content": [
+            true
+        ],
+        "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"
+        ],
+        "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"
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:03:07.019761"
+    },
+    "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": ""
+            }
+        ],
+        "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-"
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:03:14.366181"
+    },
+    "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"
+            }
+        ],
+        "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 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..859d1030
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.workflow.nf.test.snap
@@ -0,0 +1,19 @@
+{
+    "Should run without failures": {
+        "content": [
+            {
+                "0": [
+                    true
+                ],
+                "valid_config": [
+                    true
+                ]
+            }
+        ],
+        "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_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..5784a33f
--- /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!') } }
+            )
+        }
+    }
+}
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/ampliseq.nf b/workflows/ampliseq.nf
index 2a8fae5b..98014257 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -253,6 +253,12 @@ include { QIIME2_DIVERSITY              } from '../subworkflows/local/qiime2_div
 include { QIIME2_ANCOM                  } from '../subworkflows/local/qiime2_ancom'
 include { PHYLOSEQ_WORKFLOW             } from '../subworkflows/local/phyloseq_workflow'
 
+//
+// CUSTOM FUNCTIONS
+//
+include { validateInputSamplesheet       } from '../subworkflows/local/utils_nfcore_ampliseq_pipeline'
+include { makeComplement                 } from '../subworkflows/local/utils_nfcore_ampliseq_pipeline'
+
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
     IMPORT NF-CORE MODULES/SUBWORKFLOWS
@@ -320,8 +326,8 @@ workflow AMPLISEQ {
             .map{ info, reads ->
                 def meta = info +
                     [id: info.sample+"_"+info.fw_primer+"_"+info.rv_primer] +
-                    [fw_primer_revcomp: WorkflowAmpliseq.makeComplement(info.fw_primer.reverse())] +
-                    [rv_primer_revcomp: WorkflowAmpliseq.makeComplement(info.rv_primer.reverse())]
+                    [fw_primer_revcomp: makeComplement(info.fw_primer.reverse())] +
+                    [rv_primer_revcomp: makeComplement(info.rv_primer.reverse())]
                 return [ meta, reads ] }
             .set { ch_input_reads }
     } else {
@@ -332,8 +338,8 @@ workflow AMPLISEQ {
                     [region: null, region_length: null] +
                     [fw_primer: params.FW_primer, rv_primer: params.RV_primer] +
                     [id: info.sample] +
-                    [fw_primer_revcomp: params.FW_primer ? WorkflowAmpliseq.makeComplement(params.FW_primer.reverse()) : null] +
-                    [rv_primer_revcomp: params.RV_primer ? WorkflowAmpliseq.makeComplement(params.RV_primer.reverse()) : null]
+                    [fw_primer_revcomp: params.FW_primer ? makeComplement(params.FW_primer.reverse()) : null] +
+                    [rv_primer_revcomp: params.RV_primer ? makeComplement(params.RV_primer.reverse()) : null]
                 return [ meta, reads ] }
             .set { ch_input_reads }
     }

From d9c7b5917d08439867d52f1e5abc2290a362e631 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 18 Mar 2024 14:26:30 +0100
Subject: [PATCH 053/101] move all custom functions from lib to utils

---
 .../utils_nfcore_ampliseq_pipeline/main.nf    | 229 +++++++++++++++++-
 1 file changed, 228 insertions(+), 1 deletion(-)

diff --git a/subworkflows/local/utils_nfcore_ampliseq_pipeline/main.nf b/subworkflows/local/utils_nfcore_ampliseq_pipeline/main.nf
index bf9ab36f..54023c11 100644
--- a/subworkflows/local/utils_nfcore_ampliseq_pipeline/main.nf
+++ b/subworkflows/local/utils_nfcore_ampliseq_pipeline/main.nf
@@ -76,8 +76,23 @@ workflow PIPELINE_INITIALISATION {
     //
     // Custom validation for pipeline parameters
     //
-    // TODO: only with igenomes?
     validateInputParameters()
+    // Check that keys for reference databases are valid
+    if ( params.dada_ref_taxonomy && !params.skip_taxonomy && !params.skip_dada_taxonomy ) {
+        dadareftaxonomyExistsError()
+    }
+    if ( params.sintax_ref_taxonomy && !params.skip_taxonomy ) {
+        sintaxreftaxonomyExistsError()
+    }
+    if ( (params.qiime_ref_taxonomy || params.qiime_ref_tax_custom) && !params.skip_taxonomy && !params.classifier ) {
+        qiimereftaxonomyExistsError()
+    }
+    if ( params.kraken2_ref_taxonomy  && !params.skip_taxonomy ) {
+        kraken2reftaxonomyExistsError()
+    }
+    if ( params.sidle_ref_taxonomy && !params.skip_taxonomy ) {
+        sidlereftaxonomyExistsError()
+    }
 
     //
     // Create channel from input file provided through params.input
@@ -150,6 +165,148 @@ workflow PIPELINE_COMPLETION {
 ========================================================================================
 */
 
+//
+// Check and validate pipeline parameters
+//
+def validateInputParameters() {
+    if ( !params.input && !params.input_fasta && !params.input_folder ) {
+        error("Missing input declaration: One of `--input`, `--input_fasta`, `--input_folder` is required.")
+    }
+
+    if ( !params.multiregion && !params.input_fasta && (!params.FW_primer || !params.RV_primer) && !params.skip_cutadapt ) {
+        error("Incompatible parameters: `--FW_primer` and `--RV_primer` are required for primer trimming. If primer trimming is not needed, use `--skip_cutadapt`.")
+    }
+
+    if ( params.pacbio || params.iontorrent || params.single_end ) {
+        if (params.trunclenr) { log.warn "Unused parameter: `--trunclenr` is ignored because the data is single end." }
+    } else if (params.trunclenf && !params.trunclenr) {
+        error("Invalid command: `--trunclenf` is set, but `--trunclenr` is not. Either both parameters `--trunclenf` and `--trunclenr` must be set or none.")
+    } else if (!params.trunclenf && params.trunclenr) {
+        error("Invalid command: `--trunclenr` is set, but `--trunclenf` is not. Either both parameters `--trunclenf` and `--trunclenr` must be set or none.")
+    }
+
+    if (!["pooled", "independent", "pseudo"].contains(params.sample_inference)) {
+        def error_string = "Please set `--sample_inference` to one of the following:\n" +
+            "\t-\"independent\" (lowest sensitivity and lowest resources),\n" +
+            "\t-\"pseudo\" (balance between required resources and sensitivity),\n" +
+            "\t-\"pooled\" (highest sensitivity and resources)."
+        error(error_string)
+    }
+
+    if (params.double_primer && params.retain_untrimmed) {
+        error("Incompatible parameters `--double_primer` and `--retain_untrimmed` cannot be set at the same time.")
+    }
+
+    if ( params.min_len_asv && params.max_len_asv && (params.min_len_asv > params.max_len_asv) ) {
+        error("Incompatible parameters: `--min_len_asv` may not be greater than `--max_len_asv`.")
+    }
+
+    if ( params.skip_dada_quality && (params.trunclenf == null || params.trunclenr == null) ) {
+        error("Incompatible parameters: `--skip_dada_quality` may not be used without setting `--trunclenf` and `--trunclenr`.")
+    }
+
+    if (params.tax_agglom_min > params.tax_agglom_max) {
+        error("Incompatible parameters: `--tax_agglom_min` may not be greater than `--tax_agglom_max`.")
+    }
+
+    if (!params.dada_ref_tax_custom && params.dada_ref_tax_custom_sp) {
+        error("Incompatible parameters: `--dada_ref_tax_custom_sp` requires `--dada_ref_tax_custom`.")
+    }
+
+    if (params.dada_ref_tax_custom && !params.dada_ref_tax_custom_sp && !params.skip_dada_addspecies) {
+        error("Incompatible parameters: Either `--skip_dada_addspecies` or `--dada_ref_tax_custom_sp` is additionally required to `--dada_ref_tax_custom`.")
+    }
+
+    if (params.pplace_tree) {
+        if (!params.pplace_aln) {
+            error("Missing parameter: Phylogenetic placement requires in addition to `--pplace_tree` also `--pplace_aln`.")
+        }
+        if (!params.pplace_model) {
+            error("Missing parameter: Phylogenetic placement requires in addition to `--pplace_tree` also `--pplace_model`.")
+        }
+    }
+
+    if (params.dada_assign_taxlevels && params.sbdiexport && !params.sintax_ref_taxonomy) {
+        error("Incompatible parameters: `--sbdiexport` expects specific taxonomics ranks (default) and therefore excludes modifying those using `--dada_assign_taxlevels`.")
+    }
+
+    if (params.skip_taxonomy && params.sbdiexport) {
+        error("Incompatible parameters: `--sbdiexport` expects taxa annotation and therefore excludes `--skip_taxonomy`.")
+    }
+
+    if (params.skip_dada_taxonomy && params.sbdiexport) {
+        if (!params.sintax_ref_taxonomy && (params.skip_qiime || (!params.qiime_ref_taxonomy && !params.qiime_ref_tax_custom))) {
+            error("Incompatible parameters: `--sbdiexport` expects taxa annotation and therefore annotation with either DADA2, SINTAX, or QIIME2 is needed.")
+        }
+    }
+
+    if ( (!params.FW_primer || !params.RV_primer) && (params.qiime_ref_taxonomy || params.qiime_ref_tax_custom) && !params.skip_qiime && !params.skip_taxonomy ) {
+        error("Incompatible parameters: `--FW_primer` and `--RV_primer` are required for cutting the QIIME2 reference database to the amplicon sequences. Please specify primers or do not use `--qiime_ref_taxonomy`.")
+    }
+
+    if ( (!params.FW_primer || !params.RV_primer) && params.cut_dada_ref_taxonomy && !params.skip_taxonomy ) {
+        error("Incompatible parameters: `--FW_primer` and `--RV_primer` are required for cutting the DADA2 reference database to the amplicon sequences. Please specify primers or do not use `--cut_dada_ref_taxonomy`.")
+    }
+
+    if ((params.qiime_ref_taxonomy || params.qiime_ref_tax_custom) && params.classifier) {
+        error("Incompatible parameters: `--qiime_ref_taxonomy` and `--qiime_ref_tax_custom` will produce a classifier but `--classifier` points to a precomputed classifier, therefore, only use one of those.")
+    }
+
+    if (params.kraken2_ref_tax_custom && !params.kraken2_assign_taxlevels ) {
+        error("Missing parameter: Taxonomic classification with a user provided database via `--kraken2_ref_tax_custom` requires `--kraken2_assign_taxlevels`")
+    }
+
+    if (params.filter_ssu && params.skip_barrnap) {
+        error("Incompatible parameters: `--filter_ssu` cannot be used with `--skip_barrnap` because filtering for SSU's depends on barrnap.")
+    }
+
+    String[] sbdi_compatible_databases = ["coidb","coidb=221216","gtdb","gtdb=R08-RS214","gtdb=R07-RS207","gtdb=R06-RS202","gtdb=R05-RS95","midori2-co1","midori2-co1=gb250","pr2","pr2=5.0.0","pr2=4.14.0","pr2=4.13.0","rdp","rdp=18","sbdi-gtdb","sbdi-gtdb=R07-RS207-1","silva","silva=138","silva=132","unite-fungi","unite-fungi=9.0","unite-fungi=8.3","unite-fungi=8.2","unite-alleuk","unite-alleuk=9.0","unite-alleuk=8.3","unite-alleuk=8.2"]
+    if (params.sbdiexport){
+        if (params.sintax_ref_taxonomy ) {
+            if (!Arrays.stream(sbdi_compatible_databases).anyMatch(entry -> params.sintax_ref_taxonomy.toString().equals(entry)) ) {
+                error("Incompatible parameters: `--sbdiexport` does not work with the chosen database of `--sintax_ref_taxonomy` because the expected taxonomic levels do not match.")
+            }
+        } else if (!Arrays.stream(sbdi_compatible_databases).anyMatch(entry -> params.dada_ref_taxonomy.toString().equals(entry)) ) {
+            error("Incompatible parameters: `--sbdiexport` does not work with the chosen database of `--dada_ref_taxonomy` because the expected taxonomic levels do not match.")
+        }
+    }
+
+    if (params.addsh && !params.dada_ref_databases[params.dada_ref_taxonomy]["shfile"]) {
+        def validDBs = ""
+        for (db in params.dada_ref_databases.keySet()) {
+            if (params.dada_ref_databases[db]["shfile"]) {
+                validDBs += " " + db
+            }
+        }
+        error("UNITE species hypothesis information is not available for the selected reference database, please use the option `--dada_ref_taxonomy` to select an appropriate database. Currently, the option `--addsh` can only be used together with the following UNITE reference databases:\n" + validDBs + ".")
+    }
+
+    if (params.addsh && params.cut_its == "none") {
+        log.warn "Adding UNITE species hypothesis (SH) assignments is only feasible for ITS sequences. Please use option `--cut_its` to find ITS regions in the ASV sequences, unless the given sequences are already cut to the ITS region.\n"
+    }
+
+    // Error message for incompatible combination of --orf_start and --orf_end
+    if ( params.orf_end && ( ( ( params.orf_end + 1 ) - params.orf_start ) % 3 != 0 ) ) {
+        error("Incompatible parameters: The difference of  `--orf_end` and `--orf_start` must be a multiple of 3.")
+    }
+
+    // When multi-region analysis is used, some parameter combinations are required or not allowed:
+    if ( params.multiregion ) {
+        if ( !params.sidle_ref_taxonomy && !params.sidle_ref_tree_custom ) {
+            log.warn "Missing parameter: Either use `--sidle_ref_taxonomy` or `--sidle_ref_tree_custom` to get (unified) taxonomic classifications"
+        }
+        if ( (params.dada_ref_tax_custom || params.dada_ref_taxonomy) && !params.skip_dada_taxonomy ) {
+            error("Incompatible parameters: Multiple region analysis with `--multiregion` does not work with `--dada_ref_tax_custom`, `--dada_ref_taxonomy`")
+        }
+        if ( params.cut_its != "none" ) {
+            error("Incompatible parameters: Multiple region analysis with `--multiregion` does not work with `--cut_its`")
+        }
+        if ( params.vsearch_cluster || params.filter_ssu || params.min_len_asv || params.max_len_asv || params.filter_codons ) {
+            log.warn "Incompatible parameters: Multiple region analysis with `--multiregion` ignores any of `--vsearch_cluster`, `--filter_ssu`, `--min_len_asv`, `--max_len_asv`, `--filter_codons`, `--cut_its`"
+        }
+    }
+}
+
 //
 // Prepare complement sequence - ultimately to make reverse complement primers
 // Complement table taken from http://arep.med.harvard.edu/labgc/adnan/projects/Utilities/revcomp.html
@@ -159,6 +316,76 @@ def makeComplement(seq) {
     return comp
 }
 
+//
+// Exit pipeline if incorrect --dada_ref_taxonomy key provided
+//
+def dadareftaxonomyExistsError() {
+    if (params.dada_ref_databases && params.dada_ref_taxonomy && !params.dada_ref_databases.containsKey(params.dada_ref_taxonomy)) {
+        def error_string = "=============================================================================\n" +
+            "  DADA2 reference database '${params.dada_ref_taxonomy}' not found in any config file provided to the pipeline.\n" +
+            "  Currently, the available reference taxonomy keys for `--dada_ref_taxonomy` are:\n" +
+            "  ${params.dada_ref_databases.keySet().join(", ")}\n" +
+            "==================================================================================="
+        error(error_string)
+    }
+}
+
+//
+// Exit pipeline if incorrect --sintax_ref_taxonomy key provided
+//
+def sintaxreftaxonomyExistsError() {
+    if (params.sintax_ref_databases && params.sintax_ref_taxonomy && !params.sintax_ref_databases.containsKey(params.sintax_ref_taxonomy)) {
+        def error_string = "=============================================================================\n" +
+            "  SINTAX reference database '${params.sintax_ref_taxonomy}' not found in any config file provided to the pipeline.\n" +
+            "  Currently, the available reference taxonomy keys for `--sintax_ref_taxonomy` are:\n" +
+            "  ${params.sintax_ref_databases.keySet().join(", ")}\n" +
+            "==================================================================================="
+        error(error_string)
+    }
+}
+
+//
+// Exit pipeline if incorrect --qiime_ref_taxonomy key provided
+//
+def qiimereftaxonomyExistsError() {
+    if (params.qiime_ref_databases && params.qiime_ref_taxonomy && !params.qiime_ref_databases.containsKey(params.qiime_ref_taxonomy)) {
+        def error_string = "=============================================================================\n" +
+            "  QIIME2 reference database '${params.qiime_ref_taxonomy}' not found in any config file provided to the pipeline.\n" +
+            "  Currently, the available reference taxonomy keys for `--qiime_ref_taxonomy` are:\n" +
+            "  ${params.qiime_ref_databases.keySet().join(", ")}\n" +
+            "==================================================================================="
+        error(error_string)
+    }
+}
+
+//
+// Exit pipeline if incorrect --kraken2_ref_taxonomy key provided
+//
+def kraken2reftaxonomyExistsError() {
+    if (params.kraken2_ref_databases && params.kraken2_ref_taxonomy && !params.kraken2_ref_databases.containsKey(params.kraken2_ref_taxonomy)) {
+        def error_string = "=============================================================================\n" +
+            "  Kraken2 reference database '${params.kraken2_ref_taxonomy}' not found in any config file provided to the pipeline.\n" +
+            "  Currently, the available reference taxonomy keys for `--kraken2_ref_taxonomy` are:\n" +
+            "  ${params.kraken2_ref_databases.keySet().join(", ")}\n" +
+            "==================================================================================="
+        error(error_string)
+    }
+}
+
+//
+// Exit pipeline if incorrect --sidle_ref_taxonomy key provided
+//
+def sidlereftaxonomyExistsError() {
+    if (params.sidle_ref_databases && params.sidle_ref_taxonomy && !params.sidle_ref_databases.containsKey(params.sidle_ref_taxonomy)) {
+        def error_string = "=============================================================================\n" +
+            "  Sidle reference database '${params.sidle_ref_taxonomy}' not found in any config file provided to the pipeline.\n" +
+            "  Currently, the available reference taxonomy keys for `--sidle_ref_taxonomy` are:\n" +
+            "  ${params.sidle_ref_databases.keySet().join(", ")}\n" +
+            "==================================================================================="
+        error(error_string)
+    }
+}
+
 //
 // Validate channels from input samplesheet
 //

From f0bc0b5273433b43924626c74def7e19097fa2e5 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 18 Mar 2024 14:34:01 +0100
Subject: [PATCH 054/101] remove lib and references to it

---
 lib/NfcoreTemplate.groovy   | 356 ------------------------------------
 lib/Utils.groovy            |  47 -----
 lib/WorkflowAmpliseq.groovy | 246 -------------------------
 lib/WorkflowMain.groovy     | 113 ------------
 main.nf                     |   8 +-
 workflows/ampliseq.nf       |  18 +-
 6 files changed, 13 insertions(+), 775 deletions(-)
 delete mode 100755 lib/NfcoreTemplate.groovy
 delete mode 100644 lib/Utils.groovy
 delete mode 100755 lib/WorkflowAmpliseq.groovy
 delete mode 100755 lib/WorkflowMain.groovy

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/WorkflowAmpliseq.groovy b/lib/WorkflowAmpliseq.groovy
deleted file mode 100755
index 4676fd4e..00000000
--- a/lib/WorkflowAmpliseq.groovy
+++ /dev/null
@@ -1,246 +0,0 @@
-//
-// This file holds several functions specific to the workflow/ampliseq.nf in the nf-core/ampliseq pipeline
-//
-
-import nextflow.Nextflow
-import groovy.text.SimpleTemplateEngine
-
-class WorkflowAmpliseq {
-
-    //
-    // Check and validate parameters
-    //
-    public static void initialise(params, log) {
-        if ( !params.input && !params.input_fasta && !params.input_folder ) {
-            Nextflow.error("Missing input declaration: One of `--input`, `--input_fasta`, `--input_folder` is required.")
-        }
-
-        if ( !params.multiregion && !params.input_fasta && (!params.FW_primer || !params.RV_primer) && !params.skip_cutadapt ) {
-            Nextflow.error("Incompatible parameters: `--FW_primer` and `--RV_primer` are required for primer trimming. If primer trimming is not needed, use `--skip_cutadapt`.")
-        }
-
-        if ( params.pacbio || params.iontorrent || params.single_end ) {
-            if (params.trunclenr) { log.warn "Unused parameter: `--trunclenr` is ignored because the data is single end." }
-        } else if (params.trunclenf && !params.trunclenr) {
-            Nextflow.error("Invalid command: `--trunclenf` is set, but `--trunclenr` is not. Either both parameters `--trunclenf` and `--trunclenr` must be set or none.")
-        } else if (!params.trunclenf && params.trunclenr) {
-            Nextflow.error("Invalid command: `--trunclenr` is set, but `--trunclenf` is not. Either both parameters `--trunclenf` and `--trunclenr` must be set or none.")
-        }
-
-        if (!["pooled", "independent", "pseudo"].contains(params.sample_inference)) {
-            def error_string = "Please set `--sample_inference` to one of the following:\n" +
-                "\t-\"independent\" (lowest sensitivity and lowest resources),\n" +
-                "\t-\"pseudo\" (balance between required resources and sensitivity),\n" +
-                "\t-\"pooled\" (highest sensitivity and resources)."
-            Nextflow.error(error_string)
-        }
-
-        if (params.double_primer && params.retain_untrimmed) {
-            Nextflow.error("Incompatible parameters `--double_primer` and `--retain_untrimmed` cannot be set at the same time.")
-        }
-
-        if ( params.min_len_asv && params.max_len_asv && (params.min_len_asv > params.max_len_asv) ) {
-            Nextflow.error("Incompatible parameters: `--min_len_asv` may not be greater than `--max_len_asv`.")
-        }
-
-        if ( params.skip_dada_quality && (params.trunclenf == null || params.trunclenr == null) ) {
-            Nextflow.error("Incompatible parameters: `--skip_dada_quality` may not be used without setting `--trunclenf` and `--trunclenr`.")
-        }
-
-        if (params.tax_agglom_min > params.tax_agglom_max) {
-            Nextflow.error("Incompatible parameters: `--tax_agglom_min` may not be greater than `--tax_agglom_max`.")
-        }
-
-        if (!params.dada_ref_tax_custom && params.dada_ref_tax_custom_sp) {
-            Nextflow.error("Incompatible parameters: `--dada_ref_tax_custom_sp` requires `--dada_ref_tax_custom`.")
-        }
-
-        if (params.dada_ref_tax_custom && !params.dada_ref_tax_custom_sp && !params.skip_dada_addspecies) {
-            Nextflow.error("Incompatible parameters: Either `--skip_dada_addspecies` or `--dada_ref_tax_custom_sp` is additionally required to `--dada_ref_tax_custom`.")
-        }
-
-        if (params.pplace_tree) {
-            if (!params.pplace_aln) {
-                Nextflow.error("Missing parameter: Phylogenetic placement requires in addition to `--pplace_tree` also `--pplace_aln`.")
-            }
-            if (!params.pplace_model) {
-                Nextflow.error("Missing parameter: Phylogenetic placement requires in addition to `--pplace_tree` also `--pplace_model`.")
-            }
-        }
-
-        if (params.dada_assign_taxlevels && params.sbdiexport && !params.sintax_ref_taxonomy) {
-            Nextflow.error("Incompatible parameters: `--sbdiexport` expects specific taxonomics ranks (default) and therefore excludes modifying those using `--dada_assign_taxlevels`.")
-        }
-
-        if (params.skip_taxonomy && params.sbdiexport) {
-            Nextflow.error("Incompatible parameters: `--sbdiexport` expects taxa annotation and therefore excludes `--skip_taxonomy`.")
-        }
-
-        if (params.skip_dada_taxonomy && params.sbdiexport) {
-            if (!params.sintax_ref_taxonomy && (params.skip_qiime || (!params.qiime_ref_taxonomy && !params.qiime_ref_tax_custom))) {
-                Nextflow.error("Incompatible parameters: `--sbdiexport` expects taxa annotation and therefore annotation with either DADA2, SINTAX, or QIIME2 is needed.")
-            }
-        }
-
-        if ( (!params.FW_primer || !params.RV_primer) && (params.qiime_ref_taxonomy || params.qiime_ref_tax_custom) && !params.skip_qiime && !params.skip_taxonomy ) {
-            Nextflow.error("Incompatible parameters: `--FW_primer` and `--RV_primer` are required for cutting the QIIME2 reference database to the amplicon sequences. Please specify primers or do not use `--qiime_ref_taxonomy`.")
-        }
-
-        if ( (!params.FW_primer || !params.RV_primer) && params.cut_dada_ref_taxonomy && !params.skip_taxonomy ) {
-            Nextflow.error("Incompatible parameters: `--FW_primer` and `--RV_primer` are required for cutting the DADA2 reference database to the amplicon sequences. Please specify primers or do not use `--cut_dada_ref_taxonomy`.")
-        }
-
-        if ((params.qiime_ref_taxonomy || params.qiime_ref_tax_custom) && params.classifier) {
-            Nextflow.error("Incompatible parameters: `--qiime_ref_taxonomy` and `--qiime_ref_tax_custom` will produce a classifier but `--classifier` points to a precomputed classifier, therefore, only use one of those.")
-        }
-
-        if (params.kraken2_ref_tax_custom && !params.kraken2_assign_taxlevels ) {
-            Nextflow.error("Missing parameter: Taxonomic classification with a user provided database via `--kraken2_ref_tax_custom` requires `--kraken2_assign_taxlevels`")
-        }
-
-        if (params.filter_ssu && params.skip_barrnap) {
-            Nextflow.error("Incompatible parameters: `--filter_ssu` cannot be used with `--skip_barrnap` because filtering for SSU's depends on barrnap.")
-        }
-
-        String[] sbdi_compatible_databases = ["coidb","coidb=221216","gtdb","gtdb=R08-RS214","gtdb=R07-RS207","gtdb=R06-RS202","gtdb=R05-RS95","midori2-co1","midori2-co1=gb250","pr2","pr2=5.0.0","pr2=4.14.0","pr2=4.13.0","rdp","rdp=18","sbdi-gtdb","sbdi-gtdb=R07-RS207-1","silva","silva=138","silva=132","unite-fungi","unite-fungi=9.0","unite-fungi=8.3","unite-fungi=8.2","unite-alleuk","unite-alleuk=9.0","unite-alleuk=8.3","unite-alleuk=8.2"]
-        if (params.sbdiexport){
-            if (params.sintax_ref_taxonomy ) {
-                if (!Arrays.stream(sbdi_compatible_databases).anyMatch(entry -> params.sintax_ref_taxonomy.toString().equals(entry)) ) {
-                    Nextflow.error("Incompatible parameters: `--sbdiexport` does not work with the chosen database of `--sintax_ref_taxonomy` because the expected taxonomic levels do not match.")
-                }
-            } else if (!Arrays.stream(sbdi_compatible_databases).anyMatch(entry -> params.dada_ref_taxonomy.toString().equals(entry)) ) {
-                Nextflow.error("Incompatible parameters: `--sbdiexport` does not work with the chosen database of `--dada_ref_taxonomy` because the expected taxonomic levels do not match.")
-            }
-        }
-
-        if (params.addsh && !params.dada_ref_databases[params.dada_ref_taxonomy]["shfile"]) {
-            def validDBs = ""
-            for (db in params.dada_ref_databases.keySet()) {
-                if (params.dada_ref_databases[db]["shfile"]) {
-                    validDBs += " " + db
-                }
-            }
-            Nextflow.error("UNITE species hypothesis information is not available for the selected reference database, please use the option `--dada_ref_taxonomy` to select an appropriate database. Currently, the option `--addsh` can only be used together with the following UNITE reference databases:\n" + validDBs + ".")
-        }
-
-        if (params.addsh && params.cut_its == "none") {
-            log.warn "Adding UNITE species hypothesis (SH) assignments is only feasible for ITS sequences. Please use option `--cut_its` to find ITS regions in the ASV sequences, unless the given sequences are already cut to the ITS region.\n"
-        }
-
-        // Error message for incompatible combination of --orf_start and --orf_end
-        if ( params.orf_end && ( ( ( params.orf_end + 1 ) - params.orf_start ) % 3 != 0 ) ) {
-            Nextflow.error("Incompatible parameters: The difference of  `--orf_end` and `--orf_start` must be a multiple of 3.")
-        }
-
-        // When multi-region analysis is used, some parameter combinations are required or not allowed:
-        if ( params.multiregion ) {
-            if ( !params.sidle_ref_taxonomy && !params.sidle_ref_tree_custom ) {
-                log.warn "Missing parameter: Either use `--sidle_ref_taxonomy` or `--sidle_ref_tree_custom` to get (unified) taxonomic classifications"
-            }
-            if ( (params.dada_ref_tax_custom || params.dada_ref_taxonomy) && !params.skip_dada_taxonomy ) {
-                Nextflow.error("Incompatible parameters: Multiple region analysis with `--multiregion` does not work with `--dada_ref_tax_custom`, `--dada_ref_taxonomy`")
-            }
-            if ( params.cut_its != "none" ) {
-                Nextflow.error("Incompatible parameters: Multiple region analysis with `--multiregion` does not work with `--cut_its`")
-            }
-            if ( params.vsearch_cluster || params.filter_ssu || params.min_len_asv || params.max_len_asv || params.filter_codons ) {
-                log.warn "Incompatible parameters: Multiple region analysis with `--multiregion` ignores any of `--vsearch_cluster`, `--filter_ssu`, `--min_len_asv`, `--max_len_asv`, `--filter_codons`, `--cut_its`"
-            }
-        }
-    }
-
-    //
-    // Prepare complement sequence - ultimately to make reverse complement primers
-    // Complement table taken from http://arep.med.harvard.edu/labgc/adnan/projects/Utilities/revcomp.html
-    public static String makeComplement(seq) {
-        def complements = [ A:'T', T:'A', U:'A', G:'C', C:'G', Y:'R', R:'Y', S:'S', W:'W', K:'M', M:'K', B:'V', D:'H', H:'D', V:'B', N:'N' ]
-        def comp = seq.toUpperCase().collect { base -> complements[ base ] ?: 'X' }.join()
-        return comp
-    }
-
-    //
-    // 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
-    }
-}
diff --git a/lib/WorkflowMain.groovy b/lib/WorkflowMain.groovy
deleted file mode 100755
index 5d1f9c08..00000000
--- a/lib/WorkflowMain.groovy
+++ /dev/null
@@ -1,113 +0,0 @@
-//
-// This file holds several functions specific to the main.nf workflow in the nf-core/ampliseq pipeline
-//
-
-import nextflow.Nextflow
-
-class WorkflowMain {
-
-    //
-    // Citation string for pipeline
-    //
-    public static String citation(workflow) {
-        return "If you use ${workflow.manifest.name} for your analysis please cite:\n\n" +
-            "* The pipeline publication\n" +
-            "  https://doi.org/10.3389/fmicb.2020.550420\n\n" +
-            "* The pipeline\n" +
-            "  https://doi.org/10.5281/zenodo.1493841\n\n" +
-            "* The nf-core framework\n" +
-            "  https://doi.org/10.1038/s41587-020-0439-x\n\n" +
-            "* Software dependencies\n" +
-            "  https://github.com/${workflow.manifest.name}/blob/master/CITATIONS.md"
-    }
-
-
-    //
-    // Validate parameters and print summary to screen
-    //
-    public static void initialise(workflow, params, log, args) {
-
-        // Check that keys for reference databases are valid
-        if (params.dada_ref_taxonomy && !params.skip_taxonomy && !params.skip_dada_taxonomy) {
-            dadareftaxonomyExistsError(params, log)
-        }
-        if (params.sintax_ref_taxonomy && !params.skip_taxonomy) {
-            sintaxreftaxonomyExistsError(params, log)
-        }
-        if ((params.qiime_ref_taxonomy || params.qiime_ref_tax_custom) && !params.skip_taxonomy && !params.classifier) {
-            qiimereftaxonomyExistsError(params, log)
-        }
-
-        // Print workflow version and exit on --version
-        if (params.version) {
-            String workflow_version = NfcoreTemplate.version(workflow)
-            log.info "${workflow.manifest.name} ${workflow_version}"
-            System.exit(0)
-        }
-
-        // Check that a -profile or Nextflow config has been provided to run the pipeline
-        NfcoreTemplate.checkConfigProvided(workflow, log)
-        // Check that the profile doesn't contain spaces and doesn't end with a trailing comma
-        checkProfile(workflow.profile, args, log)
-
-        // Check that conda channels are set-up correctly
-        if (workflow.profile.tokenize(',').intersect(['conda', 'mamba']).size() >= 1) {
-            Utils.checkCondaChannels(log)
-        }
-
-        // Check AWS batch settings
-        NfcoreTemplate.awsBatch(workflow, params)
-    }
-
-    //
-    // Exit pipeline if incorrect --dada_ref_taxonomy key provided
-    //
-    private static void dadareftaxonomyExistsError(params, log) {
-        if (params.dada_ref_databases && params.dada_ref_taxonomy && !params.dada_ref_databases.containsKey(params.dada_ref_taxonomy)) {
-            def error_string = "=============================================================================\n" +
-                "  DADA2 reference database '${params.dada_ref_taxonomy}' not found in any config file provided to the pipeline.\n" +
-                "  Currently, the available reference taxonomy keys for `--dada_ref_taxonomy` are:\n" +
-                "  ${params.dada_ref_databases.keySet().join(", ")}\n" +
-                "==================================================================================="
-            Nextflow.error(error_string)
-        }
-    }
-    //
-    // Exit pipeline if incorrect --sintax_ref_taxonomy key provided
-    //
-    private static void sintaxreftaxonomyExistsError(params, log) {
-        if (params.sintax_ref_databases && params.sintax_ref_taxonomy && !params.sintax_ref_databases.containsKey(params.sintax_ref_taxonomy)) {
-            def error_string = "=============================================================================\n" +
-                "  SINTAX reference database '${params.sintax_ref_taxonomy}' not found in any config file provided to the pipeline.\n" +
-                "  Currently, the available reference taxonomy keys for `--sintax_ref_taxonomy` are:\n" +
-                "  ${params.sintax_ref_databases.keySet().join(", ")}\n" +
-                "==================================================================================="
-            Nextflow.error(error_string)
-        }
-    }
-    //
-    // Exit pipeline if incorrect --qiime_ref_taxonomy key provided
-    //
-    private static void qiimereftaxonomyExistsError(params, log) {
-        if (params.qiime_ref_databases && params.qiime_ref_taxonomy && !params.qiime_ref_databases.containsKey(params.qiime_ref_taxonomy)) {
-            def error_string = "=============================================================================\n" +
-                "  QIIME2 reference database '${params.qiime_ref_taxonomy}' not found in any config file provided to the pipeline.\n" +
-                "  Currently, the available reference taxonomy keys for `--qiime_ref_taxonomy` are:\n" +
-                "  ${params.qiime_ref_databases.keySet().join(", ")}\n" +
-                "==================================================================================="
-            Nextflow.error(error_string)
-        }
-    }
-
-    //
-    // Exit pipeline if --profile contains spaces
-    //
-    private static void checkProfile(profile, args, log) {
-        if (profile.endsWith(',')) {
-            Nextflow.error "Profile cannot end with a trailing comma. Please remove the comma from the end of the profile string.\nHint: A common mistake is to provide multiple values to `-profile` separated by spaces. Please use commas to separate profiles instead,e.g., `-profile docker,test`."
-        }
-        if (args[0]) {
-            log.warn "nf-core pipelines do not accept positional arguments. The positional argument `${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/main.nf b/main.nf
index 4a3325d3..65945b57 100644
--- a/main.nf
+++ b/main.nf
@@ -30,10 +30,10 @@ 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 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)
+    log.info logo + paramsHelp(command) + citation + ""//NfcoreTemplate.dashedLine(params.monochrome_logs)
     System.exit(0)
 }
 
@@ -42,7 +42,7 @@ if (params.validate_params) {
     validateParameters()
 }
 
-WorkflowMain.initialise(workflow, params, log, args)
+//WorkflowMain.initialise(workflow, params, log, args)
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index 98014257..561bdadf 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -6,14 +6,14 @@
 
 include { paramsSummaryLog; paramsSummaryMap; fromSamplesheet } from 'plugin/nf-validation'
 
-def logo = NfcoreTemplate.logo(workflow, params.monochrome_logs)
-def citation = '\n' + WorkflowMain.citation(workflow) + '\n'
+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
 
-WorkflowAmpliseq.initialise(params, log)
+// WorkflowAmpliseq.initialise(params, log)
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -893,10 +893,10 @@ workflow AMPLISEQ {
     // MODULE: MultiQC
     //
     if (!params.skip_multiqc) {
-        workflow_summary    = WorkflowAmpliseq.paramsSummaryMultiqc(workflow, summary_params)
+        workflow_summary    = ""//WorkflowAmpliseq.paramsSummaryMultiqc(workflow, summary_params)
         ch_workflow_summary = Channel.value(workflow_summary)
 
-        methods_description    = WorkflowAmpliseq.methodsDescriptionText(workflow, ch_multiqc_custom_methods_description, params)
+        methods_description    = ""//WorkflowAmpliseq.methodsDescriptionText(workflow, ch_multiqc_custom_methods_description, params)
         ch_methods_description = Channel.value(methods_description)
 
         ch_multiqc_files = Channel.empty()
@@ -1018,12 +1018,12 @@ workflow AMPLISEQ {
 
 workflow.onComplete {
     if (params.email || params.email_on_fail) {
-        NfcoreTemplate.email(workflow, params, summary_params, projectDir, log, multiqc_report)
+        ""//NfcoreTemplate.email(workflow, params, summary_params, projectDir, log, multiqc_report)
     }
-    NfcoreTemplate.dump_parameters(workflow, params)
-    NfcoreTemplate.summary(workflow, params, log)
+    //NfcoreTemplate.dump_parameters(workflow, params)
+    //NfcoreTemplate.summary(workflow, params, log)
     if (params.hook_url) {
-        NfcoreTemplate.IM_notification(workflow, params, summary_params, projectDir, log)
+        ""//NfcoreTemplate.IM_notification(workflow, params, summary_params, projectDir, log)
     }
 }
 

From 33ccad26d01418019032cbccec3ad051aef42c88 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 18 Mar 2024 14:41:30 +0100
Subject: [PATCH 055/101] Template update for nf-core/tools version 2.13.1

---
 .devcontainer/devcontainer.json               |  10 +-
 .editorconfig                                 |   9 +-
 .github/CONTRIBUTING.md                       |  14 +-
 .github/PULL_REQUEST_TEMPLATE.md              |   2 +-
 .github/workflows/branch.yml                  |   2 +-
 .github/workflows/ci.yml                      |   5 +-
 .github/workflows/clean-up.yml                |   2 +-
 .github/workflows/download_pipeline.yml       |  15 +-
 .github/workflows/linting.yml                 |  10 +-
 .github/workflows/linting_comment.yml         |   4 +-
 .github/workflows/release-announcements.yml   |  11 +-
 .gitpod.yml                                   |   6 +-
 README.md                                     |   8 +-
 assets/multiqc_config.yml                     |   2 +
 assets/nf-core-ampliseq_logo_light.png        | Bin 78536 -> 78539 bytes
 assets/schema_input.json                      |  21 +-
 bin/check_samplesheet.py                      | 259 -----------
 conf/modules.config                           |   8 -
 docs/images/nf-core-ampliseq_logo_dark.png    | Bin 28556 -> 28563 bytes
 docs/images/nf-core-ampliseq_logo_light.png   | Bin 24452 -> 24476 bytes
 lib/NfcoreTemplate.groovy                     | 356 --------------
 lib/Utils.groovy                              |  47 --
 lib/WorkflowAmpliseq.groovy                   | 122 -----
 lib/WorkflowMain.groovy                       |  77 ---
 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_ampliseq_pipeline/main.nf    | 251 ++++++++++
 .../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          |  20 +
 .../tests/main.workflow.nf.test               | 111 +++++
 .../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          | 166 +++++++
 .../tests/main.workflow.nf.test               |  29 ++
 .../tests/main.workflow.nf.test.snap          |  19 +
 .../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/ampliseq.nf                         | 133 ++----
 66 files changed, 2147 insertions(+), 1420 deletions(-)
 delete mode 100755 bin/check_samplesheet.py
 delete mode 100755 lib/NfcoreTemplate.groovy
 delete mode 100644 lib/Utils.groovy
 delete mode 100755 lib/WorkflowAmpliseq.groovy
 delete mode 100755 lib/WorkflowMain.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_ampliseq_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/.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/.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/CONTRIBUTING.md b/.github/CONTRIBUTING.md
index e5e7a3d5..32576667 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/ampliseq then the best place to ask is on the nf-core Slack [#ampliseq](https://nfcore.slack.com/channels/ampliseq) channel ([join our Slack here](https://nf-co.re/join/slack)).
-:::
+> [!NOTE]
+> If you need help using or modifying nf-core/ampliseq then the best place to ask is on the nf-core Slack [#ampliseq](https://nfcore.slack.com/channels/ampliseq) 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 ada206f7..f730bdaa 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/ampl
 - [ ] If you've added a new tool - have you followed the pipeline conventions in the [contribution docs](https://github.com/nf-core/ampliseq/tree/master/.github/CONTRIBUTING.md)
 - [ ] If necessary, also make a PR on the nf-core/ampliseq _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/branch.yml b/.github/workflows/branch.yml
index edae2a08..3758ac09 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 435741ca..fa8e9f96 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
         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..08622fd5 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
@@ -25,11 +30,11 @@ jobs:
       - name: Install Nextflow
         uses: nf-core/setup-nextflow@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..073e1876 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: 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: ${{ steps.pr_number.outputs.pr_number }}
diff --git a/.github/workflows/release-announcements.yml b/.github/workflows/release-announcements.yml
index 21ac3f06..d468aeaa 100644
--- a/.github/workflows/release-announcements.yml
+++ b/.github/workflows/release-announcements.yml
@@ -9,6 +9,11 @@ jobs:
   toot:
     runs-on: ubuntu-latest
     steps:
+      - name: get topics and convert to hashtags
+        id: get_topics
+        run: |
+          curl -s https://nf-co.re/pipelines.json | jq -r '.remote_workflows[] | select(.full_name == "${{ 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/.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 8386f883..f2c7b3b6 100644
--- a/README.md
+++ b/README.md
@@ -4,14 +4,16 @@
     <img alt="nf-core/ampliseq" src="docs/images/nf-core-ampliseq_logo_light.png">
   </picture>
 </h1>
-[![GitHub Actions CI Status](https://github.com/nf-core/ampliseq/workflows/nf-core%20CI/badge.svg)](https://github.com/nf-core/ampliseq/actions?query=workflow%3A%22nf-core+CI%22)
-[![GitHub Actions Linting Status](https://github.com/nf-core/ampliseq/workflows/nf-core%20linting/badge.svg)](https://github.com/nf-core/ampliseq/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/ampliseq/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/ampliseq/actions/workflows/ci.yml/badge.svg)](https://github.com/nf-core/ampliseq/actions/workflows/ci.yml)
+[![GitHub Actions Linting Status](https://github.com/nf-core/ampliseq/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/ampliseq/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/ampliseq/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/ampliseq)
+[![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/ampliseq)
 
 [![Get help on Slack](http://img.shields.io/badge/slack-nf--core%20%23ampliseq-4A154B?labelColor=000000&logo=slack)](https://nfcore.slack.com/channels/ampliseq)[![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/multiqc_config.yml b/assets/multiqc_config.yml
index eaf9f190..a363d72d 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/nf-core-ampliseq_logo_light.png b/assets/nf-core-ampliseq_logo_light.png
index 0b9000e4315d8a0656524def905391831e714d5f..1fc786a294ce09dd7d81b4b0714d89a76b0e1563 100644
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diff --git a/assets/schema_input.json b/assets/schema_input.json
index 5b22676f..8515debe 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/docs/images/nf-core-ampliseq_logo_dark.png b/docs/images/nf-core-ampliseq_logo_dark.png
index 9de1685691029adc43d25bf736011f97ec3c1e03..8d43f6651a58f21cc20b2b3038449c2ef8ae8112 100644
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diff --git a/docs/images/nf-core-ampliseq_logo_light.png b/docs/images/nf-core-ampliseq_logo_light.png
index a59dfc48c36245a98f3714352ce93529eaa918f9..e252fa3b0d658d2cb800d8e78c17bc09f138a929 100644
GIT binary patch
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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" +
-                "  ${required_channels_in_order}\n" +
-                "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"
-        }
-    }
-}
diff --git a/lib/WorkflowAmpliseq.groovy b/lib/WorkflowAmpliseq.groovy
deleted file mode 100755
index 8692f77b..00000000
--- a/lib/WorkflowAmpliseq.groovy
+++ /dev/null
@@ -1,122 +0,0 @@
-//
-// This file holds several functions specific to the workflow/ampliseq.nf in the nf-core/ampliseq pipeline
-//
-
-import nextflow.Nextflow
-import groovy.text.SimpleTemplateEngine
-
-class WorkflowAmpliseq {
-
-    //
-    // Check and validate parameters
-    //
-    public static void initialise(params, log) {
-
-        genomeExistsError(params, log)
-
-
-        if (!params.fasta) {
-            Nextflow.error "Genome fasta file not specified with e.g. '--fasta genome.fa' or via a detectable config file."
-        }
-    }
-
-    //
-    // Get workflow summary for MultiQC
-    //
-    public static String paramsSummaryMultiqc(workflow, summary) {
-        String summary_section = ''
-        for (group in summary.keySet()) {
-            def group_params = summary.get(group)  // This gets the parameters of that particular group
-            if (group_params) {
-                summary_section += "    <p style=\"font-size:110%\"><b>$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/lib/WorkflowMain.groovy b/lib/WorkflowMain.groovy
deleted file mode 100755
index 8b41c771..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/ampliseq 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/main.nf b/main.nf
index 10edecc3..b9e9ad94 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 { AMPLISEQ  } from './workflows/ampliseq'
+include { PIPELINE_INITIALISATION } from './subworkflows/local/utils_nfcore_ampliseq_pipeline'
+include { PIPELINE_COMPLETION     } from './subworkflows/local/utils_nfcore_ampliseq_pipeline'
+
+include { getGenomeAttribute      } from './subworkflows/local/utils_nfcore_ampliseq_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 { AMPLISEQ } from './workflows/ampliseq'
-
 //
-// WORKFLOW: Run main nf-core/ampliseq analysis pipeline
+// WORKFLOW: Run main analysis pipeline depending on type of input
 //
 workflow NFCORE_AMPLISEQ {
-    AMPLISEQ ()
-}
 
+    take:
+    samplesheet // channel: samplesheet read in from --input
+
+    main:
+
+    //
+    // WORKFLOW: Run pipeline
+    //
+    AMPLISEQ (
+        samplesheet
+    )
+
+    emit:
+    multiqc_report = AMPLISEQ.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_AMPLISEQ ()
+
+    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_AMPLISEQ (
+        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_AMPLISEQ.out.multiqc_report
+    )
 }
 
 /*
diff --git a/modules.json b/modules.json
index b0340f96..056a2e3c 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": "b7ebe95761cd389603f9cc0e0dc384c0f663815a",
                         "installed_by": ["modules"]
                     }
                 }
+            },
+            "subworkflows": {
+                "nf-core": {
+                    "utils_nextflow_pipeline": {
+                        "branch": "master",
+                        "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
+                        "installed_by": ["subworkflows"]
+                    },
+                    "utils_nfcore_pipeline": {
+                        "branch": "master",
+                        "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
+                        "installed_by": ["subworkflows"]
+                    },
+                    "utils_nfvalidation_plugin": {
+                        "branch": "master",
+                        "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
+                        "installed_by": ["subworkflows"]
+                    }
+                }
             }
         }
     }
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
deleted file mode 100644
index c2633ba8..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/ampliseq/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..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=1.19
+  - bioconda::multiqc=1.21
diff --git a/modules/nf-core/multiqc/main.nf b/modules/nf-core/multiqc/main.nf
index 1b9f7c43..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:1.19--pyhdfd78af_0' :
-        'biocontainers/multiqc:1.19--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 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..bfebd802 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:md5,21f35ee29416b9b3073c28733efe4b7d"
             ]
         ],
-        "timestamp": "2024-01-09T23:02:49.911994"
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-29T08:48:55.657331"
     },
-    "sarscov2 single-end [fastqc] - stub": {
+    "multiqc_stub": {
         "content": [
             [
                 "multiqc_report.html",
                 "multiqc_data",
                 "multiqc_plots",
-                "versions.yml:md5,14e9a2661241abd828f4f06a7b5c222d"
+                "versions.yml:md5,21f35ee29416b9b3073c28733efe4b7d"
             ]
         ],
-        "timestamp": "2024-01-09T23:03:14.524346"
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-29T08:49:49.071937"
+    },
+    "multiqc_versions_config": {
+        "content": [
+            [
+                "versions.yml:md5,21f35ee29416b9b3073c28733efe4b7d"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-29T08:49:25.457567"
     }
 }
\ No newline at end of file
diff --git a/nextflow.config b/nextflow.config
index 4d16e46c..3798f2bf 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 dd3666dc..0eeb4cba 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_ampliseq_pipeline/main.nf b/subworkflows/local/utils_nfcore_ampliseq_pipeline/main.nf
new file mode 100644
index 00000000..5e6f3664
--- /dev/null
+++ b/subworkflows/local/utils_nfcore_ampliseq_pipeline/main.nf
@@ -0,0 +1,251 @@
+//
+// Subworkflow with functionality specific to the nf-core/ampliseq 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..68718e4f
--- /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() }
+            )
+        }
+    }
+}
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..e3f0baf4
--- /dev/null
+++ b/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.function.nf.test.snap
@@ -0,0 +1,20 @@
+{
+    "Test Function getWorkflowVersion": {
+        "content": [
+            "v9.9.9"
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:02:05.308243"
+    },
+    "Test Function checkCondaChannels": {
+        "content": null,
+        "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
new file mode 100644
index 00000000..ca964ce8
--- /dev/null
+++ b/subworkflows/nf-core/utils_nextflow_pipeline/tests/main.workflow.nf.test
@@ -0,0 +1,111 @@
+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 {
+            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 {
+            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 {
+            workflow {
+                """
+                print_version        = false
+                dump_parameters      = true
+                outdir               = 'results'
+                check_conda_channels = false
+
+                input[0] = false
+                input[1] = true
+                input[2] = outdir
+                input[3] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert workflow.success }
+            )
+        }
+    }
+
+    test("Should not create params JSON if no output directory") {
+
+        when {
+            workflow {
+                """
+                print_version        = false
+                dump_parameters      = true
+                outdir               = null
+                check_conda_channels = false
+
+                input[0] = false
+                input[1] = true
+                input[2] = outdir
+                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..d0a926bf
--- /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'
+}
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..1037232c
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.function.nf.test.snap
@@ -0,0 +1,166 @@
+{
+    "Test Function checkProfileProvided": {
+        "content": null,
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:03:03.360873"
+    },
+    "Test Function checkConfigProvided": {
+        "content": [
+            true
+        ],
+        "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"
+        ],
+        "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"
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:03:07.019761"
+    },
+    "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": ""
+            }
+        ],
+        "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-"
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T12:03:14.366181"
+    },
+    "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"
+            }
+        ],
+        "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 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..859d1030
--- /dev/null
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/tests/main.workflow.nf.test.snap
@@ -0,0 +1,19 @@
+{
+    "Should run without failures": {
+        "content": [
+            {
+                "0": [
+                    true
+                ],
+                "valid_config": [
+                    true
+                ]
+            }
+        ],
+        "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_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..5784a33f
--- /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!') } }
+            )
+        }
+    }
+}
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/ampliseq.nf b/workflows/ampliseq.nf
index 654ed38e..b9a83762 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.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
-
-WorkflowAmpliseq.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_ampliseq_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 AMPLISEQ {
 
-    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    = WorkflowAmpliseq.paramsSummaryMultiqc(workflow, summary_params)
-    ch_workflow_summary = Channel.value(workflow_summary)
-
-    methods_description    = WorkflowAmpliseq.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 AMPLISEQ {
         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 95918b2349b34d6373136cb3eeea6017df24d552 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 19 Mar 2024 12:27:12 +0100
Subject: [PATCH 056/101] fix linting

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

diff --git a/subworkflows/nf-core/utils_nfcore_pipeline/main.nf b/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
index 0e481a47..a8b55d6f 100644
--- a/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
+++ b/subworkflows/nf-core/utils_nfcore_pipeline/main.nf
@@ -66,8 +66,6 @@ def checkProfileProvided(nextflow_cli_args) {
 //
 def workflowCitation() {
     return "If you use ${workflow.manifest.name} for your analysis please cite:\n\n" +
-        "* The pipeline publication\n" +
-        "  https://doi.org/10.3389/fmicb.2020.550420\n\n" +
         "* The pipeline\n" +
         "  ${workflow.manifest.doi}\n\n" +
         "* The nf-core framework\n" +

From db4ec6b9a5f7b959e13779045f197bd992e2286c Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 19 Mar 2024 13:12:52 +0100
Subject: [PATCH 057/101] fix summary report

---
 assets/multiqc_config.yml       | 4 ++++
 modules/local/summary_report.nf | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index a363d72d..ec828d82 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -13,3 +13,7 @@ report_section_order:
 export_plots: true
 
 disable_version_detection: true
+
+# MultiQC version 1.20 & 1.21 need that flag to produce plots!
+# TODO: Remove with version greater than 1.21!
+plots_force_flat: true
diff --git a/modules/local/summary_report.nf b/modules/local/summary_report.nf
index 1a288a0f..2306a061 100644
--- a/modules/local/summary_report.nf
+++ b/modules/local/summary_report.nf
@@ -81,7 +81,7 @@ process SUMMARY_REPORT  {
         input_samplesheet ? "input_samplesheet='$input_samplesheet'" : "",
         input_fasta ? "input_fasta='$input_fasta'" : "",
         !input_fasta && !input_samplesheet ? "input_folder='$params.input_folder'" : "",
-        mqc_plots ? "mqc_plot='${mqc_plots}/svg/mqc_fastqc_per_sequence_quality_scores_plot_1.svg'" : "",
+        mqc_plots ? "mqc_plot='${mqc_plots}/svg/fastqc_per_sequence_quality_scores_plot.svg'" : "",
         cutadapt_summary ?
             params.retain_untrimmed ? "flag_retain_untrimmed=TRUE,cutadapt_summary='$cutadapt_summary'" :
             "cutadapt_summary='$cutadapt_summary'" : "",

From 656c56c1f4ce764492022398aef25314120d91b3 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 19 Mar 2024 13:13:59 +0100
Subject: [PATCH 058/101] remove redundant sample sheet parsing

---
 main.nf                                       | 14 +++--------
 .../utils_nfcore_ampliseq_pipeline/main.nf    | 25 -------------------
 workflows/ampliseq.nf                         |  6 +----
 3 files changed, 4 insertions(+), 41 deletions(-)

diff --git a/main.nf b/main.nf
index 219c103c..21bfa443 100644
--- a/main.nf
+++ b/main.nf
@@ -32,17 +32,12 @@ include { PIPELINE_COMPLETION     } from './subworkflows/local/utils_nfcore_ampl
 //
 workflow NFCORE_AMPLISEQ {
 
-    take:
-    samplesheet // channel: samplesheet read in from --input
-
     main:
 
     //
     // WORKFLOW: Run pipeline
     //
-    AMPLISEQ (
-        samplesheet
-    )
+    AMPLISEQ ()
 
     emit:
     multiqc_report = AMPLISEQ.out.multiqc_report // channel: /path/to/multiqc_report.html
@@ -67,16 +62,13 @@ workflow {
         params.validate_params,
         params.monochrome_logs,
         args,
-        params.outdir,
-        params.input
+        params.outdir
     )
 
     //
     // WORKFLOW: Run main workflow
     //
-    NFCORE_AMPLISEQ (
-        PIPELINE_INITIALISATION.out.samplesheet
-    )
+    NFCORE_AMPLISEQ ()
 
     //
     // SUBWORKFLOW: Run completion tasks
diff --git a/subworkflows/local/utils_nfcore_ampliseq_pipeline/main.nf b/subworkflows/local/utils_nfcore_ampliseq_pipeline/main.nf
index 54023c11..fcd1c5ae 100644
--- a/subworkflows/local/utils_nfcore_ampliseq_pipeline/main.nf
+++ b/subworkflows/local/utils_nfcore_ampliseq_pipeline/main.nf
@@ -35,7 +35,6 @@ workflow PIPELINE_INITIALISATION {
     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:
 
@@ -94,31 +93,7 @@ workflow PIPELINE_INITIALISATION {
         sidlereftaxonomyExistsError()
     }
 
-    //
-    // 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
 }
 
diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index f0f36168..ac6186c4 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -255,9 +255,6 @@ include { makeComplement         } from '../subworkflows/local/utils_nfcore_ampl
 
 workflow AMPLISEQ {
 
-    take:
-    ch_samplesheet // channel: samplesheet read in from --input
-
     main:
 
     ch_versions = Channel.empty()
@@ -266,7 +263,6 @@ workflow AMPLISEQ {
     //
     // Create input channels
     //
-    //TODO: --input, --input_folder, --input_fasts, --metadata, --multiregion might need adjustments, because above under "tae:" it is supposed to be coming from!
     ch_input_fasta = Channel.empty()
     ch_input_reads = Channel.empty()
     if ( params.input ) {
@@ -905,7 +901,7 @@ workflow AMPLISEQ {
             ch_metadata.ifEmpty( [] ),
             params.input ? file(params.input) : [], // samplesheet input
             ch_input_fasta.ifEmpty( [] ), // fasta input
-            !params.input_fasta && !params.skip_fastqc && !params.skip_multiqc ? MULTIQC.out.plots : [], //.collect().flatten().collectFile(name: "mqc_fastqc_per_sequence_quality_scores_plot_1.svg")
+            !params.input_fasta && !params.skip_fastqc && !params.skip_multiqc ? MULTIQC.out.plots : [], //.collect().flatten().collectFile(name: "fastqc_per_sequence_quality_scores_plot.svg")
             !params.skip_cutadapt ? CUTADAPT_WORKFLOW.out.summary.collect().ifEmpty( [] ) : [],
             find_truncation_values,
             DADA2_PREPROCESSING.out.args.first().ifEmpty( [] ),

From 9912514348894b8bac3fe57d3cf828f5e3714c6e Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 19 Mar 2024 13:20:37 +0100
Subject: [PATCH 059/101] update CHANGELOG and README

---
 CHANGELOG.md | 2 +-
 README.md    | 5 +++--
 2 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 485610c3..374abf5c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -14,7 +14,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Fixed`
 
-- [#697](https://github.com/nf-core/ampliseq/pull/697),[#699](https://github.com/nf-core/ampliseq/pull/699) - Template update for nf-core/tools version 2.12
+- [#697](https://github.com/nf-core/ampliseq/pull/697),[#699](https://github.com/nf-core/ampliseq/pull/699),[#713](https://github.com/nf-core/ampliseq/pull/713) - Template update for nf-core/tools version 2.13.1
 
 ### `Dependencies`
 
diff --git a/README.md b/README.md
index 45b94faf..b250eb19 100644
--- a/README.md
+++ b/README.md
@@ -6,8 +6,9 @@
 </h1>
 
 [![GitHub Actions CI Status](https://github.com/nf-core/ampliseq/actions/workflows/ci.yml/badge.svg)](https://github.com/nf-core/ampliseq/actions/workflows/ci.yml)
-[![GitHub Actions Linting Status](https://github.com/nf-core/ampliseq/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/ampliseq/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/ampliseq/results)[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.1493841-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.1493841)[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-important?labelColor=000000)](https://doi.org/10.3389/fmicb.2020.550420)
-[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)
+[![GitHub Actions Linting Status](https://github.com/nf-core/ampliseq/actions/workflows/linting.yml/badge.svg)](https://github.com/nf-core/ampliseq/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/ampliseq/results)[![nf-test](https://img.shields.io/badge/unit_tests-nf--test-337ab7.svg)](https://www.nf-test.com)
+
+[![Cite with Zenodo](http://img.shields.io/badge/DOI-10.5281/zenodo.1493841-1073c8?labelColor=000000)](https://doi.org/10.5281/zenodo.1493841)[![Cite Publication](https://img.shields.io/badge/Cite%20Us!-Cite%20Publication-important?labelColor=000000)](https://doi.org/10.3389/fmicb.2020.550420)
 
 [![Nextflow](https://img.shields.io/badge/nextflow%20DSL2-%E2%89%A523.04.0-23aa62.svg?labelColor=000000)](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/)

From 8e2da36be3ff9ed12905e0b820b018bc9ff5a4e4 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 19 Mar 2024 13:29:58 +0100
Subject: [PATCH 060/101] keep software_versions.yml

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

diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index ac6186c4..0aaa7926 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -859,7 +859,7 @@ workflow AMPLISEQ {
     // Collate and save software versions
     //
     softwareVersionsToYAML(ch_versions)
-        .collectFile(storeDir: "${params.outdir}/pipeline_info", name: 'nf_core_pipeline_software_mqc_versions.yml', sort: true, newLine: true)
+        .collectFile(storeDir: "${params.outdir}/pipeline_info", name: 'software_versions.yml', sort: true, newLine: true)
         .set { ch_collated_versions }
 
     //

From 32072155c0b9360dc2875c2288275632def2b191 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 19 Mar 2024 13:43:59 +0100
Subject: [PATCH 061/101] remove software versions string from nf-test

---
 tests/pipeline/doubleprimers.nf.test      | 2 +-
 tests/pipeline/doubleprimers.nf.test.snap | 6 ------
 tests/pipeline/fasta.nf.test              | 2 +-
 tests/pipeline/fasta.nf.test.snap         | 6 ------
 tests/pipeline/iontorrent.nf.test         | 2 +-
 tests/pipeline/iontorrent.nf.test.snap    | 6 ------
 tests/pipeline/multi.nf.test              | 2 +-
 tests/pipeline/multi.nf.test.snap         | 6 ------
 tests/pipeline/novaseq.nf.test            | 2 +-
 tests/pipeline/novaseq.nf.test.snap       | 6 ------
 tests/pipeline/pacbio_its.nf.test         | 2 +-
 tests/pipeline/pacbio_its.nf.test.snap    | 6 ------
 tests/pipeline/pplace.nf.test             | 2 +-
 tests/pipeline/pplace.nf.test.snap        | 6 ------
 tests/pipeline/qiimecustom.nf.test        | 2 +-
 tests/pipeline/qiimecustom.nf.test.snap   | 6 ------
 tests/pipeline/reftaxcustom.nf.test       | 2 +-
 tests/pipeline/reftaxcustom.nf.test.snap  | 6 ------
 tests/pipeline/single.nf.test             | 2 +-
 tests/pipeline/single.nf.test.snap        | 6 ------
 tests/pipeline/sintax.nf.test             | 2 +-
 tests/pipeline/sintax.nf.test.snap        | 6 ------
 tests/pipeline/test.nf.test               | 2 +-
 tests/pipeline/test.nf.test.snap          | 6 ------
 24 files changed, 12 insertions(+), 84 deletions(-)

diff --git a/tests/pipeline/doubleprimers.nf.test b/tests/pipeline/doubleprimers.nf.test
index 3925c988..2b81571c 100644
--- a/tests/pipeline/doubleprimers.nf.test
+++ b/tests/pipeline/doubleprimers.nf.test
@@ -16,7 +16,7 @@ nextflow_pipeline {
         then {
             assertAll(
                 { assert workflow.success },
-                { assert snapshot(UTILS.removeNextflowVersion("$outputDir")).match("software_versions") },
+                { assert new File("$outputDir/pipeline_info/software_versions.yml").exists() },
                 { assert snapshot(path("$outputDir/overall_summary.tsv")).match("overall_summary_tsv") },
                 { assert snapshot(path("$outputDir/barrnap/rrna.arc.gff"),
                                 path("$outputDir/barrnap/rrna.bac.gff"),
diff --git a/tests/pipeline/doubleprimers.nf.test.snap b/tests/pipeline/doubleprimers.nf.test.snap
index 81545d78..159fe53f 100644
--- a/tests/pipeline/doubleprimers.nf.test.snap
+++ b/tests/pipeline/doubleprimers.nf.test.snap
@@ -11,12 +11,6 @@
         ],
         "timestamp": "2023-05-28T21:08:54+0000"
     },
-    "software_versions": {
-        "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, KRAKEN2_KRAKEN2={kraken2=2.1.2, pigz=2.6}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
-        ],
-        "timestamp": "2023-07-27T13:49:03+0000"
-    },
     "overall_summary_tsv": {
         "content": [
             "overall_summary.tsv:md5,19d8b19b8f406d238011c2b3d384b7d3"
diff --git a/tests/pipeline/fasta.nf.test b/tests/pipeline/fasta.nf.test
index 35408ce6..23e7e6e0 100644
--- a/tests/pipeline/fasta.nf.test
+++ b/tests/pipeline/fasta.nf.test
@@ -16,7 +16,7 @@ nextflow_pipeline {
         then {
             assertAll(
                 { assert workflow.success },
-                { assert snapshot(UTILS.removeNextflowVersion("$outputDir")).match("software_versions") },
+                { assert new File("$outputDir/pipeline_info/software_versions.yml").exists() },
                 { assert snapshot(path("$outputDir/asv_length_filter/ASV_len_filt.tsv"),
                                 path("$outputDir/asv_length_filter/ASV_len_orig.tsv"),
                                 path("$outputDir/asv_length_filter/ASV_seqs.len.fasta"),
diff --git a/tests/pipeline/fasta.nf.test.snap b/tests/pipeline/fasta.nf.test.snap
index 00351b32..b2df9e6d 100644
--- a/tests/pipeline/fasta.nf.test.snap
+++ b/tests/pipeline/fasta.nf.test.snap
@@ -5,12 +5,6 @@
         ],
         "timestamp": "2023-05-28T21:06:17+0000"
     },
-    "software_versions": {
-        "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FILTER_CODONS={pandas=1.1.5, python=3.9.1}, FILTER_LEN_ASV={Biostrings=2.58.0, R=4.0.3}, Workflow={nf-core/ampliseq=2.9.0dev}}"
-        ],
-        "timestamp": "2023-05-28T21:06:17+0000"
-    },
     "dada2": {
         "content": [
             "ref_taxonomy.rdp_18.txt:md5,815c4fce9f3d1de019fb995a43fb66ed"
diff --git a/tests/pipeline/iontorrent.nf.test b/tests/pipeline/iontorrent.nf.test
index 200a9825..3a16d3d7 100644
--- a/tests/pipeline/iontorrent.nf.test
+++ b/tests/pipeline/iontorrent.nf.test
@@ -16,7 +16,7 @@ nextflow_pipeline {
         then {
             assertAll(
                 { assert workflow.success },
-                { assert snapshot(UTILS.removeNextflowVersion("$outputDir")).match("software_versions") },
+                { assert new File("$outputDir/pipeline_info/software_versions.yml").exists() },
                 { assert snapshot(path("$outputDir/overall_summary.tsv")).match("overall_summary_tsv") },
                 { assert snapshot(path("$outputDir/barrnap/rrna.arc.gff"),
                                 path("$outputDir/barrnap/rrna.bac.gff"),
diff --git a/tests/pipeline/iontorrent.nf.test.snap b/tests/pipeline/iontorrent.nf.test.snap
index 27f6d930..a3e16690 100644
--- a/tests/pipeline/iontorrent.nf.test.snap
+++ b/tests/pipeline/iontorrent.nf.test.snap
@@ -11,12 +11,6 @@
         ],
         "timestamp": "2023-06-20T01:42:35+0000"
     },
-    "software_versions": {
-        "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, Workflow={nf-core/ampliseq=2.9.0dev}}"
-        ],
-        "timestamp": "2023-06-20T01:42:35+0000"
-    },
     "overall_summary_tsv": {
         "content": [
             "overall_summary.tsv:md5,a7d1d93ad079ec0ea2479126dba0a607"
diff --git a/tests/pipeline/multi.nf.test b/tests/pipeline/multi.nf.test
index 3e01ff20..59dd21b5 100644
--- a/tests/pipeline/multi.nf.test
+++ b/tests/pipeline/multi.nf.test
@@ -16,7 +16,7 @@ nextflow_pipeline {
         then {
             assertAll(
                 { assert workflow.success },
-                { assert snapshot(UTILS.removeNextflowVersion("$outputDir")).match("software_versions") },
+                { assert new File("$outputDir/pipeline_info/software_versions.yml").exists() },
                 { assert snapshot(path("$outputDir/overall_summary.tsv")).match("overall_summary_tsv") },
                 { assert snapshot(path("$outputDir/barrnap/rrna.arc.gff"),
                                 path("$outputDir/barrnap/rrna.bac.gff"),
diff --git a/tests/pipeline/multi.nf.test.snap b/tests/pipeline/multi.nf.test.snap
index 4a8d2afc..69dcdde5 100644
--- a/tests/pipeline/multi.nf.test.snap
+++ b/tests/pipeline/multi.nf.test.snap
@@ -12,12 +12,6 @@
         ],
         "timestamp": "2023-05-28T21:15:03+0000"
     },
-    "software_versions": {
-        "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, Workflow={nf-core/ampliseq=2.9.0dev}}"
-        ],
-        "timestamp": "2023-05-28T21:15:03+0000"
-    },
     "overall_summary_tsv": {
         "content": [
             "overall_summary.tsv:md5,cc01727705136cc5d096d373237e1e06"
diff --git a/tests/pipeline/novaseq.nf.test b/tests/pipeline/novaseq.nf.test
index a346898d..6efdf118 100644
--- a/tests/pipeline/novaseq.nf.test
+++ b/tests/pipeline/novaseq.nf.test
@@ -16,7 +16,7 @@ nextflow_pipeline {
         then {
             assertAll(
                 { assert workflow.success },
-                { assert snapshot(UTILS.removeNextflowVersion("$outputDir")).match("software_versions") },
+                { assert new File("$outputDir/pipeline_info/software_versions.yml").exists() },
                 { assert snapshot(path("$outputDir/dada2/ASV_seqs.fasta"),
                                 path("$outputDir/dada2/ASV_table.tsv"),
                                 path("$outputDir/dada2/DADA2_stats.tsv"),
diff --git a/tests/pipeline/novaseq.nf.test.snap b/tests/pipeline/novaseq.nf.test.snap
index 7a294cec..2b6aea33 100644
--- a/tests/pipeline/novaseq.nf.test.snap
+++ b/tests/pipeline/novaseq.nf.test.snap
@@ -5,12 +5,6 @@
         ],
         "timestamp": "2023-06-20T00:10:02+0000"
     },
-    "software_versions": {
-        "content": [
-            "{CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_CODONS={pandas=1.1.5, python=3.9.1}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
-        ],
-        "timestamp": "2023-06-20T00:10:02+0000"
-    },
     "dada2": {
         "content": [
             "ASV_seqs.fasta:md5,60c7cc4669df672109fce853dfa874fd",
diff --git a/tests/pipeline/pacbio_its.nf.test b/tests/pipeline/pacbio_its.nf.test
index ffe4b31c..e3e00c58 100644
--- a/tests/pipeline/pacbio_its.nf.test
+++ b/tests/pipeline/pacbio_its.nf.test
@@ -16,7 +16,7 @@ nextflow_pipeline {
         then {
             assertAll(
                 { assert workflow.success },
-                { assert snapshot(UTILS.removeNextflowVersion("$outputDir")).match("software_versions") },
+                { assert new File("$outputDir/pipeline_info/software_versions.yml").exists() },
                 { assert snapshot(path("$outputDir/overall_summary.tsv")).match("overall_summary_tsv") },
                 { assert snapshot(path("$outputDir/assignsh/ASV_tax_species_SH.unite-fungi_8_3.tsv")).match("assignsh") },
                 { assert new File("$outputDir/assignsh/ASV_ITS_tax.vsearch.txt").exists() },
diff --git a/tests/pipeline/pacbio_its.nf.test.snap b/tests/pipeline/pacbio_its.nf.test.snap
index 74f31f81..14c0b1e2 100644
--- a/tests/pipeline/pacbio_its.nf.test.snap
+++ b/tests/pipeline/pacbio_its.nf.test.snap
@@ -33,12 +33,6 @@
         ],
         "timestamp": "2023-06-20T02:07:02+0000"
     },
-    "software_versions": {
-        "content": [
-            "{ASSIGNSH={pandas=1.1.5, python=3.9.1}, BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FORMAT_TAXRESULTS_STD={pandas=1.1.5, python=3.9.1}, ITSX_CUTASV={ITSx=1.1.3}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, SBDIEXPORT={R=3.6.3}, VSEARCH_USEARCHGLOBAL={vsearch=2.21.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
-        ],
-        "timestamp": "2023-06-20T02:07:02+0000"
-    },
     "overall_summary_tsv": {
         "content": [
             "overall_summary.tsv:md5,97a8ee12c40a0bc582ba1cefda117f95"
diff --git a/tests/pipeline/pplace.nf.test b/tests/pipeline/pplace.nf.test
index 781d3dcd..0c6f4f67 100644
--- a/tests/pipeline/pplace.nf.test
+++ b/tests/pipeline/pplace.nf.test
@@ -16,7 +16,7 @@ nextflow_pipeline {
         then {
             assertAll(
                 { assert workflow.success },
-                { assert snapshot(UTILS.removeNextflowVersion("$outputDir")).match("software_versions") },
+                { assert new File("$outputDir/pipeline_info/software_versions.yml").exists() },
                 { assert snapshot(path("$outputDir/overall_summary.tsv")).match("overall_summary_tsv") },
                 { assert snapshot(path("$outputDir/barrnap/rrna.arc.gff"),
                                 path("$outputDir/barrnap/rrna.bac.gff"),
diff --git a/tests/pipeline/pplace.nf.test.snap b/tests/pipeline/pplace.nf.test.snap
index 35a33476..cd9a4611 100644
--- a/tests/pipeline/pplace.nf.test.snap
+++ b/tests/pipeline/pplace.nf.test.snap
@@ -6,12 +6,6 @@
         ],
         "timestamp": "2023-06-20T17:24:03+0000"
     },
-    "software_versions": {
-        "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, EPANG_PLACE={epang=0.3.8}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, GAPPA_ASSIGN={gappa=0.8.0}, GAPPA_GRAFT={gappa=0.8.0}, GAPPA_HEATTREE={gappa=0.8.0}, HMMER_AFAFORMATQUERY={hmmer/easel=0.48}, HMMER_AFAFORMATREF={hmmer/easel=0.48}, HMMER_HMMALIGNQUERY={hmmer=3.3.2}, HMMER_HMMALIGNREF={hmmer=3.3.2}, HMMER_HMMBUILD={hmmer=3.3.2}, HMMER_MASKQUERY={hmmer/easel=0.48}, HMMER_MASKREF={hmmer/easel=0.48}, HMMER_UNALIGNREF={hmmer/easel=0.48}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
-        ],
-        "timestamp": "2023-06-20T17:24:03+0000"
-    },
     "cutadapt": {
         "content": [
             "cutadapt_summary.tsv:md5,5d02749984a811479e7d534fda75163f"
diff --git a/tests/pipeline/qiimecustom.nf.test b/tests/pipeline/qiimecustom.nf.test
index 49396815..965f5e84 100644
--- a/tests/pipeline/qiimecustom.nf.test
+++ b/tests/pipeline/qiimecustom.nf.test
@@ -17,7 +17,7 @@ nextflow_pipeline {
         then {
             assertAll(
                 { assert workflow.success },
-                { assert snapshot(UTILS.removeNextflowVersion("$outputDir")).match("software_versions") },
+                { assert new File("$outputDir/pipeline_info/software_versions.yml").exists() },
                 { assert snapshot(path("$outputDir/overall_summary.tsv")).match("overall_summary_tsv") },
                 { assert snapshot(path("$outputDir/barrnap/rrna.arc.gff"),
                                 path("$outputDir/barrnap/rrna.bac.gff"),
diff --git a/tests/pipeline/qiimecustom.nf.test.snap b/tests/pipeline/qiimecustom.nf.test.snap
index 9bbb27a3..8c96a24c 100644
--- a/tests/pipeline/qiimecustom.nf.test.snap
+++ b/tests/pipeline/qiimecustom.nf.test.snap
@@ -11,12 +11,6 @@
         ],
         "timestamp": "2023-05-28T21:18:54+0000"
     },
-    "software_versions": {
-        "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
-        ],
-        "timestamp": "2023-05-28T21:18:54+0000"
-    },
     "overall_summary_tsv": {
         "content": [
             "overall_summary.tsv:md5,3231d6ee72b9a1e7742e5605caaff05a"
diff --git a/tests/pipeline/reftaxcustom.nf.test b/tests/pipeline/reftaxcustom.nf.test
index dba78c12..0fc2ab4d 100644
--- a/tests/pipeline/reftaxcustom.nf.test
+++ b/tests/pipeline/reftaxcustom.nf.test
@@ -17,7 +17,7 @@ nextflow_pipeline {
         then {
             assertAll(
                 { assert workflow.success },
-                { assert snapshot(UTILS.removeNextflowVersion("$outputDir")).match("software_versions") },
+                { assert new File("$outputDir/pipeline_info/software_versions.yml").exists() },
                 { assert snapshot(path("$outputDir/overall_summary.tsv")).match("overall_summary_tsv") },
                 { assert snapshot(path("$outputDir/barrnap/rrna.arc.gff"),
                                 path("$outputDir/barrnap/rrna.bac.gff"),
diff --git a/tests/pipeline/reftaxcustom.nf.test.snap b/tests/pipeline/reftaxcustom.nf.test.snap
index 077b9391..161250d1 100644
--- a/tests/pipeline/reftaxcustom.nf.test.snap
+++ b/tests/pipeline/reftaxcustom.nf.test.snap
@@ -11,12 +11,6 @@
         ],
         "timestamp": "2023-05-28T21:18:54+0000"
     },
-    "software_versions": {
-        "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, KRAKEN2_KRAKEN2={kraken2=2.1.2, pigz=2.6}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
-        ],
-        "timestamp": "2023-05-28T21:18:54+0000"
-    },
     "overall_summary_tsv": {
         "content": [
             "overall_summary.tsv:md5,3231d6ee72b9a1e7742e5605caaff05a"
diff --git a/tests/pipeline/single.nf.test b/tests/pipeline/single.nf.test
index 11bb9156..add750b9 100644
--- a/tests/pipeline/single.nf.test
+++ b/tests/pipeline/single.nf.test
@@ -16,7 +16,7 @@ nextflow_pipeline {
         then {
             assertAll(
                 { assert workflow.success },
-                { assert snapshot(UTILS.removeNextflowVersion("$outputDir")).match("software_versions") },
+                { assert new File("$outputDir/pipeline_info/software_versions.yml").exists() },
                 { assert snapshot(path("$outputDir/overall_summary.tsv")).match("overall_summary_tsv") },
                 { assert snapshot(path("$outputDir/barrnap/rrna.arc.gff"),
                                 path("$outputDir/barrnap/rrna.bac.gff"),
diff --git a/tests/pipeline/single.nf.test.snap b/tests/pipeline/single.nf.test.snap
index b73d8e39..fdbe15de 100644
--- a/tests/pipeline/single.nf.test.snap
+++ b/tests/pipeline/single.nf.test.snap
@@ -11,12 +11,6 @@
         ],
         "timestamp": "2023-08-16T20:35:33+0000"
     },
-    "software_versions": {
-        "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, Workflow={nf-core/ampliseq=2.9.0dev}}"
-        ],
-        "timestamp": "2023-05-28T20:35:33+0000"
-    },
     "overall_summary_tsv": {
         "content": [
             "overall_summary.tsv:md5,9c37a0292537273537640cdb0dd8fba5"
diff --git a/tests/pipeline/sintax.nf.test b/tests/pipeline/sintax.nf.test
index f4ff3a4f..03490f18 100644
--- a/tests/pipeline/sintax.nf.test
+++ b/tests/pipeline/sintax.nf.test
@@ -16,7 +16,7 @@ nextflow_pipeline {
         then {
             assertAll(
                 { assert workflow.success },
-                { assert snapshot(UTILS.removeNextflowVersion("$outputDir")).match("software_versions") },
+                { assert new File("$outputDir/pipeline_info/software_versions.yml").exists() },
                 { assert snapshot(path("$outputDir/overall_summary.tsv")).match("overall_summary_tsv") },
                 { assert snapshot(path("$outputDir/barrnap/rrna.arc.gff"),
                                 path("$outputDir/barrnap/rrna.bac.gff"),
diff --git a/tests/pipeline/sintax.nf.test.snap b/tests/pipeline/sintax.nf.test.snap
index 749ba217..002e77d7 100644
--- a/tests/pipeline/sintax.nf.test.snap
+++ b/tests/pipeline/sintax.nf.test.snap
@@ -14,12 +14,6 @@
         ],
         "timestamp": "2023-06-20T16:40:18+0000"
     },
-    "software_versions": {
-        "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, ITSX_CUTASV={ITSx=1.1.3}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, RENAME_RAW_DATA_FILES={sed=4.7}, SBDIEXPORT={R=3.6.3}, VSEARCH_SINTAX={vsearch=2.21.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
-        ],
-        "timestamp": "2023-06-20T16:40:18+0000"
-    },
     "cutadapt": {
         "content": [
             "cutadapt_summary.tsv:md5,d185ccd02c22b859fcaf2e5158ce70c6"
diff --git a/tests/pipeline/test.nf.test b/tests/pipeline/test.nf.test
index f76bb324..59a1082d 100644
--- a/tests/pipeline/test.nf.test
+++ b/tests/pipeline/test.nf.test
@@ -16,7 +16,7 @@ nextflow_pipeline {
         then {
             assertAll(
                 { assert workflow.success },
-                { assert snapshot(UTILS.removeNextflowVersion("$outputDir")).match("software_versions") },
+                { assert new File("$outputDir/pipeline_info/software_versions.yml").exists() },
                 { assert snapshot(path("$outputDir/overall_summary.tsv")).match("overall_summary_tsv") },
                 { assert snapshot(path("$outputDir/asv_length_filter/").list()).match("asv_length_filter") },
                 { assert snapshot(path("$outputDir/barrnap/ASV_seqs.ssu.fasta"),
diff --git a/tests/pipeline/test.nf.test.snap b/tests/pipeline/test.nf.test.snap
index dd523b98..b26665d3 100644
--- a/tests/pipeline/test.nf.test.snap
+++ b/tests/pipeline/test.nf.test.snap
@@ -20,12 +20,6 @@
         ],
         "timestamp": "2023-05-28T20:55:32+0000"
     },
-    "software_versions": {
-        "content": [
-            "{BARRNAP={barrnap=0.9}, CUSTOM_DUMPSOFTWAREVERSIONS={python=3.11.7, yaml=5.4.1}, CUTADAPT_BASIC={cutadapt=3.4}, DADA2_DENOISING={R=4.3.1, dada2=1.28.0}, DADA2_FILTNTRIM={R=4.3.1, dada2=1.28.0}, DADA2_QUALITY1={R=4.3.1, ShortRead=1.58.0, dada2=1.28.0}, DADA2_TAXONOMY={R=4.3.1, dada2=1.28.0}, FASTQC={fastqc=0.12.1}, FILTER_CLUSTERS={pandas=1.1.5, python=3.9.1}, FILTER_LEN_ASV={Biostrings=2.58.0, R=4.0.3}, FILTER_STATS={pandas=1.1.5, python=3.9.1}, PHYLOSEQ={R=4.3.0, phyloseq=1.44.0}, QIIME2_INSEQ={qiime2=2023.7.0}, RENAME_RAW_DATA_FILES={sed=4.7}, SBDIEXPORT={R=3.6.3}, TRUNCLEN={pandas=1.1.5, python=3.9.1}, VSEARCH_CLUSTER={vsearch=2.21.1}, Workflow={nf-core/ampliseq=2.9.0dev}}"
-        ],
-        "timestamp": "2023-05-28T20:55:32+0000"
-    },
     "overall_summary_tsv": {
         "content": [
             "overall_summary.tsv:md5,a20dea9e5f4ca80723d31494399510fc"

From 54e28be1af88738d8b20ef10ae46ede9977e475b Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 19 Mar 2024 14:17:41 +0100
Subject: [PATCH 062/101] use smaller unite db for test profiles

---
 conf/test_iontorrent.config | 2 +-
 conf/test_pacbio_its.config | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/conf/test_iontorrent.config b/conf/test_iontorrent.config
index c4092fdd..ad003bf0 100644
--- a/conf/test_iontorrent.config
+++ b/conf/test_iontorrent.config
@@ -22,7 +22,7 @@ params {
     // Input data
     FW_primer = "GTGARTCATCGARTCTTTG"
     RV_primer = "TCCTCSSCTTATTGATATGC"
-    dada_ref_taxonomy = "unite-fungi=8.3"
+    dada_ref_taxonomy = "unite-fungi=8.2"
     input = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/Samplesheet_it_SE_ITS.tsv"
     iontorrent = true
     max_ee = 5
diff --git a/conf/test_pacbio_its.config b/conf/test_pacbio_its.config
index f64706ea..dd98ec07 100644
--- a/conf/test_pacbio_its.config
+++ b/conf/test_pacbio_its.config
@@ -22,7 +22,7 @@ params {
     // Input data
     FW_primer = "CTTGGTCATTTAGAGGAAGTAA"
     RV_primer = "TCCTGAGGGAAACTTCG"
-    dada_ref_taxonomy = "unite-fungi=8.3"
+    dada_ref_taxonomy = "unite-fungi=8.2"
     input = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/Samplesheet_pacbio_ITS.tsv"
     metadata = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/Metadata_pacbio_ITS.tsv"
     pacbio = true

From 275661218c5db5271ff11a682711b7a0d7b09d93 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 19 Mar 2024 15:04:46 +0100
Subject: [PATCH 063/101] use sintax instead of dada to satisfy memory limit

---
 conf/test_iontorrent.config            | 5 ++++-
 conf/test_pacbio_its.config            | 5 ++++-
 tests/pipeline/iontorrent.nf.test      | 4 +---
 tests/pipeline/iontorrent.nf.test.snap | 1 -
 tests/pipeline/pacbio_its.nf.test      | 6 ++----
 tests/pipeline/pacbio_its.nf.test.snap | 1 -
 6 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/conf/test_iontorrent.config b/conf/test_iontorrent.config
index ad003bf0..a8b94947 100644
--- a/conf/test_iontorrent.config
+++ b/conf/test_iontorrent.config
@@ -22,9 +22,12 @@ params {
     // Input data
     FW_primer = "GTGARTCATCGARTCTTTG"
     RV_primer = "TCCTCSSCTTATTGATATGC"
-    dada_ref_taxonomy = "unite-fungi=8.2"
+    sintax_ref_taxonomy = "unite-fungi=8.2"
     input = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/Samplesheet_it_SE_ITS.tsv"
     iontorrent = true
     max_ee = 5
     skip_qiime = true
+
+    // Prevent default taxonomic classification
+    skip_dada_taxonomy = true
 }
diff --git a/conf/test_pacbio_its.config b/conf/test_pacbio_its.config
index dd98ec07..3bed4793 100644
--- a/conf/test_pacbio_its.config
+++ b/conf/test_pacbio_its.config
@@ -22,7 +22,7 @@ params {
     // Input data
     FW_primer = "CTTGGTCATTTAGAGGAAGTAA"
     RV_primer = "TCCTGAGGGAAACTTCG"
-    dada_ref_taxonomy = "unite-fungi=8.2"
+    sintax_ref_taxonomy = "unite-fungi=8.2"
     input = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/Samplesheet_pacbio_ITS.tsv"
     metadata = "https://raw.githubusercontent.com/nf-core/test-datasets/ampliseq/samplesheets/Metadata_pacbio_ITS.tsv"
     pacbio = true
@@ -31,4 +31,7 @@ params {
     addsh = true
     skip_qiime = true
     sbdiexport = true
+
+    // Prevent default taxonomic classification
+    skip_dada_taxonomy = true
 }
diff --git a/tests/pipeline/iontorrent.nf.test b/tests/pipeline/iontorrent.nf.test
index 3a16d3d7..1a7d5920 100644
--- a/tests/pipeline/iontorrent.nf.test
+++ b/tests/pipeline/iontorrent.nf.test
@@ -27,11 +27,9 @@ nextflow_pipeline {
                 { assert snapshot(path("$outputDir/dada2/ASV_seqs.fasta"),
                                 path("$outputDir/dada2/ASV_table.tsv"),
                                 path("$outputDir/dada2/DADA2_stats.tsv"),
-                                path("$outputDir/dada2/ref_taxonomy.unite-fungi_8_3.txt"),
                                 path("$outputDir/dada2/DADA2_table.rds"),
                                 path("$outputDir/dada2/DADA2_table.tsv")).match("dada2") },
-                { assert new File("$outputDir/dada2/ASV_tax.unite-fungi_8_3.tsv").exists() },
-                { assert new File("$outputDir/dada2/ASV_tax_species.unite-fungi_8_3.tsv").exists() },
+                { assert new File("$outputDir/sintax/ASV_tax_sintax.unite-fungi_8_2.tsv").exists() },
                 { assert new File("$outputDir/fastqc/it1_fastqc.html").exists() },
                 { assert new File("$outputDir/fastqc/it2_fastqc.html").exists() },
                 { assert new File("$outputDir/fastqc/it3_fastqc.html").exists() },
diff --git a/tests/pipeline/iontorrent.nf.test.snap b/tests/pipeline/iontorrent.nf.test.snap
index a3e16690..1a98d70f 100644
--- a/tests/pipeline/iontorrent.nf.test.snap
+++ b/tests/pipeline/iontorrent.nf.test.snap
@@ -22,7 +22,6 @@
             "ASV_seqs.fasta:md5,24a69ad674c0b99882d095f6e8afdc03",
             "ASV_table.tsv:md5,bd99a0696aa853c0d12c2870ec9fb987",
             "DADA2_stats.tsv:md5,f543f7445bbb3941138166615fcf4866",
-            "ref_taxonomy.unite-fungi_8_3.txt:md5,0f0f24c6c937cfe315f7f490ecdf9af4",
             "DADA2_table.rds:md5,bbbe293f2e03869cbe6b8f6b15ea0ed8",
             "DADA2_table.tsv:md5,d92684c4ac57c34341171f1dffccb4d6"
         ],
diff --git a/tests/pipeline/pacbio_its.nf.test b/tests/pipeline/pacbio_its.nf.test
index e3e00c58..e8c1bfb9 100644
--- a/tests/pipeline/pacbio_its.nf.test
+++ b/tests/pipeline/pacbio_its.nf.test
@@ -31,12 +31,10 @@ nextflow_pipeline {
                 { assert new File("$outputDir/cutadapt/pb3.trimmed.cutadapt.log").exists() },
                 { assert snapshot(path("$outputDir/dada2/ASV_seqs.fasta"),
                                 path("$outputDir/dada2/ASV_table.tsv"),
-                                path("$outputDir/dada2/ref_taxonomy.unite-fungi_8_3.txt"),
                                 path("$outputDir/dada2/DADA2_stats.tsv"),
                                 path("$outputDir/dada2/DADA2_table.rds"),
                                 path("$outputDir/dada2/DADA2_table.tsv")).match("dada2") },
-                { assert new File("$outputDir/dada2/ASV_tax.unite-fungi_8_3.tsv").exists() },
-                { assert new File("$outputDir/dada2/ASV_tax_species.unite-fungi_8_3.tsv").exists() },
+                { assert new File("$outputDir/sintax/ASV_tax_sintax.unite-fungi_8_2.tsv").exists() },
                 { assert new File("$outputDir/fastqc/pb1_fastqc.html").exists() },
                 { assert new File("$outputDir/fastqc/pb2_fastqc.html").exists() },
                 { assert new File("$outputDir/fastqc/pb3_fastqc.html").exists() },
@@ -54,7 +52,7 @@ nextflow_pipeline {
                 { assert new File("$outputDir/SBDI/annotation.tsv").exists() },
                 { assert new File("$outputDir/SBDI/asv-table.tsv").exists() },
                 { assert new File("$outputDir/summary_report/summary_report.html").exists() },
-                { assert new File("$outputDir/phyloseq/dada2_phyloseq.rds").exists() }
+                { assert new File("$outputDir/phyloseq/sintax_phyloseq.rds").exists() }
             )
         }
     }
diff --git a/tests/pipeline/pacbio_its.nf.test.snap b/tests/pipeline/pacbio_its.nf.test.snap
index 14c0b1e2..c453cd5a 100644
--- a/tests/pipeline/pacbio_its.nf.test.snap
+++ b/tests/pipeline/pacbio_its.nf.test.snap
@@ -43,7 +43,6 @@
         "content": [
             "ASV_seqs.fasta:md5,a2632b1cc533d290db19ceedaf350dcd",
             "ASV_table.tsv:md5,6de5507a0fcb0c9b03f8fec0270440be",
-            "ref_taxonomy.unite-fungi_8_3.txt:md5,0f0f24c6c937cfe315f7f490ecdf9af4",
             "DADA2_stats.tsv:md5,4bbde0bbf579f60e692bd32d14034f0d",
             "DADA2_table.rds:md5,a36558c04a7b21050bb6e479b09bd483",
             "DADA2_table.tsv:md5,7e7aab7ae9a3b20fb08f3fe7f8b0430c"

From d0e02f1cbe3043b191725b7c262ab632d1bb7c0b Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 19 Mar 2024 15:31:23 +0100
Subject: [PATCH 064/101] disable addsh and correct expected files

---
 conf/test_pacbio_its.config       | 4 ++--
 tests/pipeline/iontorrent.nf.test | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/conf/test_pacbio_its.config b/conf/test_pacbio_its.config
index 3bed4793..fea19133 100644
--- a/conf/test_pacbio_its.config
+++ b/conf/test_pacbio_its.config
@@ -12,7 +12,7 @@
 
 params {
     config_profile_name = 'Test profile PacBio ITS'
-    config_profile_description = 'Minimal test dataset to check pipeline function with PacBio ITS sequences and options --cut_its (set to "full") and --addsh enabled'
+    config_profile_description = 'Minimal test dataset to check pipeline function with PacBio ITS sequences and options --cut_its (set to "full")'
 
     // Limit resources so that this can run on GitHub Actions
     max_cpus   = 2
@@ -28,7 +28,7 @@ params {
     pacbio = true
     max_ee = 12
     cut_its = "full"
-    addsh = true
+    // addsh = true
     skip_qiime = true
     sbdiexport = true
 
diff --git a/tests/pipeline/iontorrent.nf.test b/tests/pipeline/iontorrent.nf.test
index 1a7d5920..98d1618f 100644
--- a/tests/pipeline/iontorrent.nf.test
+++ b/tests/pipeline/iontorrent.nf.test
@@ -38,7 +38,7 @@ nextflow_pipeline {
                                 path("$outputDir/multiqc/multiqc_data/multiqc_general_stats.txt"),
                                 path("$outputDir/multiqc/multiqc_data/multiqc_cutadapt.txt")).match("multiqc") },
                 { assert new File("$outputDir/summary_report/summary_report.html").exists() },
-                { assert new File("$outputDir/phyloseq/dada2_phyloseq.rds").exists() }
+                { assert new File("$outputDir/phyloseq/sintax_phyloseq.rds").exists() }
             )
         }
     }

From aba8c0bdc4bfff1659cf9b88dbd2658d44568553 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 19 Mar 2024 15:34:23 +0100
Subject: [PATCH 065/101] further adapt expected files by tests

---
 tests/pipeline/pacbio_its.nf.test | 2 --
 1 file changed, 2 deletions(-)

diff --git a/tests/pipeline/pacbio_its.nf.test b/tests/pipeline/pacbio_its.nf.test
index e8c1bfb9..e4092920 100644
--- a/tests/pipeline/pacbio_its.nf.test
+++ b/tests/pipeline/pacbio_its.nf.test
@@ -18,8 +18,6 @@ nextflow_pipeline {
                 { assert workflow.success },
                 { assert new File("$outputDir/pipeline_info/software_versions.yml").exists() },
                 { assert snapshot(path("$outputDir/overall_summary.tsv")).match("overall_summary_tsv") },
-                { assert snapshot(path("$outputDir/assignsh/ASV_tax_species_SH.unite-fungi_8_3.tsv")).match("assignsh") },
-                { assert new File("$outputDir/assignsh/ASV_ITS_tax.vsearch.txt").exists() },
                 { assert snapshot(path("$outputDir/barrnap/rrna.arc.gff"),
                                 path("$outputDir/barrnap/rrna.bac.gff"),
                                 path("$outputDir/barrnap/rrna.euk.gff"),

From 7f3e4b65d67e4fc15db59ef50fe4e35d08196daf Mon Sep 17 00:00:00 2001
From: Daniel Straub <42973691+d4straub@users.noreply.github.com>
Date: Wed, 20 Mar 2024 10:15:38 +0100
Subject: [PATCH 066/101] Apply suggestions from code review
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Co-authored-by: Matthias Hörtenhuber <mashehu@users.noreply.github.com>
---
 main.nf              | 2 +-
 nextflow_schema.json | 1 -
 2 files changed, 1 insertion(+), 2 deletions(-)

diff --git a/main.nf b/main.nf
index 21bfa443..d3de3de5 100644
--- a/main.nf
+++ b/main.nf
@@ -17,7 +17,7 @@ nextflow.enable.dsl = 2
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 */
 
-include { AMPLISEQ  } from './workflows/ampliseq'
+include { AMPLISEQ                } from './workflows/ampliseq'
 include { PIPELINE_INITIALISATION } from './subworkflows/local/utils_nfcore_ampliseq_pipeline'
 include { PIPELINE_COMPLETION     } from './subworkflows/local/utils_nfcore_ampliseq_pipeline'
 
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 20f3aaa4..a837661d 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -31,7 +31,6 @@
                 "input_folder": {
                     "type": "string",
                     "format": "directory-path",
-                    "mimetype": "text/tsv",
                     "fa_icon": "fas fa-dna",
                     "description": "Path to folder containing zipped FastQ files",
                     "help_text": "Path to folder containing compressed fastq files.\n\nExample for input data organization from one sequencing run with two samples, paired-end data:\n\n```bash\ndata\n  \u251c\u2500sample1_1_L001_R1_001.fastq.gz\n  \u251c\u2500sample1_1_L001_R2_001.fastq.gz\n  \u251c\u2500sample2_1_L001_R1_001.fastq.gz\n  \u2514\u2500sample2_1_L001_R2_001.fastq.gz\n```\n\nPlease note the following requirements:\n\n1. The path must be enclosed in quotes\n2. The folder must contain gzip compressed demultiplexed fastq files. If the file names do not follow the default (`\"/*_R{1,2}_001.fastq.gz\"`), please check `--extension`.\n3. Sample identifiers are extracted from file names, i.e. the string before the first underscore `_`, these must be unique\n4. If your data is scattered, produce a sample sheet\n5. All sequencing data should originate from one sequencing run, because processing relies on run-specific error models that are unreliable when data from several sequencing runs are mixed. Sequencing data originating from multiple sequencing runs requires additionally the parameter `--multiple_sequencing_runs` and a specific folder structure.\n\nRelated parameters are:\n- `--pacbio` and `--iontorrent` if the sequencing data is PacBio data or IonTorrent data (default expected: paired-end Illumina data)\n- `--single_end` if the sequencing data is single-ended Illumina data (default expected: paired-end Illumina data)\n- `--multiple_sequencing_runs` if the sequencing data originates from multiple sequencing runs\n- `--extension` if the sequencing file names do not follow the default (`\"/*_R{1,2}_001.fastq.gz\"`)\n- Choose an appropriate reference taxonomy for the type of amplicon (16S/18S/ITS/CO1) (default: DADA2 assignTaxonomy and 16S rRNA sequence database)"

From 74668137aa7379ba5881358b6612b22bee5fa5de Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 20 Mar 2024 15:05:10 +0100
Subject: [PATCH 067/101] fix vsearch cluster filtering

---
 CHANGELOG.md                     |  7 ++++---
 bin/filt_clusters.py             | 17 ++++++++++-------
 modules/local/filter_clusters.nf |  3 ++-
 3 files changed, 16 insertions(+), 11 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index bdab84a5..fc09e5a1 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -15,11 +15,15 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### `Fixed`
 
 - [#697](https://github.com/nf-core/ampliseq/pull/697),[#699](https://github.com/nf-core/ampliseq/pull/699),[#713](https://github.com/nf-core/ampliseq/pull/713) - Template update for nf-core/tools version 2.13.1
+- [#711](https://github.com/nf-core/ampliseq/pull/711) - From r207 and onwards Archaea sequences were omitted when parsing GTDB databases
+- [#715](https://github.com/nf-core/ampliseq/pull/715) - Fix filtering vsearch clusters for high number of clusters
 
 ### `Dependencies`
 
 ### `Removed`
 
+- [#710](https://github.com/nf-core/ampliseq/pull/710) - Removed Phyloref from DADA2 reference option because it's part of PR2 5.0.0
+
 ## nf-core/ampliseq version 2.8.0 - 2024-01-16
 
 ### `Added`
@@ -33,7 +37,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### `Changed`
 
 - [#677](https://github.com/nf-core/ampliseq/pull/677) - Added cut_its information to SDBI export
-- [#711](https://github.com/nf-core/ampliseq/pull/711) - Changed code in taxref_reformat_gtdb.sh so it can take both bacteria and Archaea. Check issue [#708](https://github.com/nf-core/ampliseq/issues/708) for more info.
 
 ### `Fixed`
 
@@ -48,8 +51,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Removed`
 
-- [#710](https://github.com/nf-core/ampliseq/pull/710) - Removed Phyloref from DADA2 reference option because it's part of PR2 5.0.0
-
 ## nf-core/ampliseq version 2.7.1 - 2023-11-14
 
 ### `Added`
diff --git a/bin/filt_clusters.py b/bin/filt_clusters.py
index 53681f03..c54310e3 100755
--- a/bin/filt_clusters.py
+++ b/bin/filt_clusters.py
@@ -3,6 +3,7 @@
 import argparse
 import gzip
 import pandas as pd
+import sys
 
 usage = """This program filters ASVs that aren't centroids after post-clustering."""
 
@@ -30,23 +31,25 @@
     "-c",
     "--cluster-fastas",
     dest="cluster_fastas",
-    type=str,
+    type=argparse.FileType('r'),
+    default=sys.stdin,
     help="Space separated list of fasta files of the clusters. First read of the cluster should be the centroid of that cluster.",
     required=True,
 )
 
-args = parser.parse_args()
+count = parser.parse_args().count
+prefix = parser.parse_args().prefix
 
 # This dictionary will store the centroid ASVs as keys, and the values will be the ASVs clustered to that centroid
 cluster_dict = {}
 
 # Loop though list of cluster fasta files to populate cluster_dict and to create centroid fasta file
-cluster_fastas = args.cluster_fastas.split(" ")
+cluster_fastas = parser.parse_args().cluster_fastas.read().rstrip().split(" ")
 for cluster_fasta in cluster_fastas:
     read_num = 0
 
     # Loop through each line of current fasta file and open output fasta file in append mode
-    with gzip.open(cluster_fasta, "rt") as in_fasta, open(args.prefix + "_filtered.fna", "a") as out_fasta:
+    with gzip.open(cluster_fasta, "rt") as in_fasta, open(prefix + "_filtered.fna", "a") as out_fasta:
         for line in in_fasta:
             line = line.rstrip("\n")
 
@@ -75,7 +78,7 @@
 sam_asv_counts = {}
 
 # This count_df will have ASVs as the index, and samples as the header
-count_df = pd.read_table(args.count, delimiter="\t", index_col=0, header=0)
+count_df = pd.read_table(count, delimiter="\t", index_col=0, header=0)
 
 # Get the number of ASVs per sample before clustering
 for sample in count_df.columns:
@@ -103,5 +106,5 @@
 stats_df["ASVs_after_clustering"] = list(sam_asv_counts.values())
 
 # Output filtered count tsv and stats tsv
-count_df.to_csv(args.prefix + "_filtered.table.tsv", sep="\t")
-stats_df.to_csv(args.prefix + "_filtered.stats.tsv", sep="\t", index=False)
+count_df.to_csv(prefix + "_filtered.table.tsv", sep="\t")
+stats_df.to_csv(prefix + "_filtered.stats.tsv", sep="\t", index=False)
diff --git a/modules/local/filter_clusters.nf b/modules/local/filter_clusters.nf
index 18b02fcb..5c0dd20b 100644
--- a/modules/local/filter_clusters.nf
+++ b/modules/local/filter_clusters.nf
@@ -24,7 +24,8 @@ process FILTER_CLUSTERS {
     def prefix   = task.ext.prefix ?: "'$meta.id'"
     def clusters = "'$clusters'"
     """
-    filt_clusters.py -t ${asv} -p ${prefix} -c ${clusters}
+    ulimit -s unlimited
+    echo ${clusters} | filt_clusters.py -t ${asv} -p ${prefix} -c -
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":

From 583deca30c82ae665781585b6457df9feb1d971a Mon Sep 17 00:00:00 2001
From: Daniel Straub <42973691+d4straub@users.noreply.github.com>
Date: Wed, 20 Mar 2024 16:57:05 +0100
Subject: [PATCH 068/101] Update CHANGELOG.md

Co-authored-by: Daniel Lundin <erik.rikard.daniel@gmail.com>
---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index fc09e5a1..cf1bda40 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -15,7 +15,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### `Fixed`
 
 - [#697](https://github.com/nf-core/ampliseq/pull/697),[#699](https://github.com/nf-core/ampliseq/pull/699),[#713](https://github.com/nf-core/ampliseq/pull/713) - Template update for nf-core/tools version 2.13.1
-- [#711](https://github.com/nf-core/ampliseq/pull/711) - From r207 and onwards Archaea sequences were omitted when parsing GTDB databases
+- [#711](https://github.com/nf-core/ampliseq/pull/711) - From r207 and onwards Archaea sequences were omitted when parsing GTDB databases. (This did not affect `sbdi-gtdb` databases, only `gtdb`.)
 - [#715](https://github.com/nf-core/ampliseq/pull/715) - Fix filtering vsearch clusters for high number of clusters
 
 ### `Dependencies`

From eecf6ccabbdb8186c0b8c79ab72626427cccdea0 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 25 Mar 2024 14:09:30 +0100
Subject: [PATCH 069/101] Fix file sorting with radix method

---
 CHANGELOG.md                     | 1 +
 modules/local/dada2_denoising.nf | 4 ++--
 modules/local/dada2_err.nf       | 4 ++--
 3 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index cf1bda40..900786ed 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -17,6 +17,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#697](https://github.com/nf-core/ampliseq/pull/697),[#699](https://github.com/nf-core/ampliseq/pull/699),[#713](https://github.com/nf-core/ampliseq/pull/713) - Template update for nf-core/tools version 2.13.1
 - [#711](https://github.com/nf-core/ampliseq/pull/711) - From r207 and onwards Archaea sequences were omitted when parsing GTDB databases. (This did not affect `sbdi-gtdb` databases, only `gtdb`.)
 - [#715](https://github.com/nf-core/ampliseq/pull/715) - Fix filtering vsearch clusters for high number of clusters
+- [#717](https://github.com/nf-core/ampliseq/pull/717) - Fix edge case for sorting file names by using radix method
 
 ### `Dependencies`
 
diff --git a/modules/local/dada2_denoising.nf b/modules/local/dada2_denoising.nf
index 3a0cb1a2..2cf7fa1b 100644
--- a/modules/local/dada2_denoising.nf
+++ b/modules/local/dada2_denoising.nf
@@ -34,8 +34,8 @@ process DADA2_DENOISING {
         errF = readRDS("${errormodel[0]}")
         errR = readRDS("${errormodel[1]}")
 
-        filtFs <- sort(list.files("./filtered/", pattern = "_1.filt.fastq.gz", full.names = TRUE))
-        filtRs <- sort(list.files("./filtered/", pattern = "_2.filt.fastq.gz", full.names = TRUE))
+        filtFs <- sort(list.files("./filtered/", pattern = "_1.filt.fastq.gz", full.names = TRUE), method = "radix")
+        filtRs <- sort(list.files("./filtered/", pattern = "_2.filt.fastq.gz", full.names = TRUE), method = "radix")
 
         #denoising
         sink(file = "${prefix}.dada.log")
diff --git a/modules/local/dada2_err.nf b/modules/local/dada2_err.nf
index 4c0aa62e..0c9357e9 100644
--- a/modules/local/dada2_err.nf
+++ b/modules/local/dada2_err.nf
@@ -32,8 +32,8 @@ process DADA2_ERR {
         suppressPackageStartupMessages(library(dada2))
         set.seed($seed) # Initialize random number generator for reproducibility
 
-        fnFs <- sort(list.files(".", pattern = "_1.filt.fastq.gz", full.names = TRUE))
-        fnRs <- sort(list.files(".", pattern = "_2.filt.fastq.gz", full.names = TRUE))
+        fnFs <- sort(list.files(".", pattern = "_1.filt.fastq.gz", full.names = TRUE), method = "radix")
+        fnRs <- sort(list.files(".", pattern = "_2.filt.fastq.gz", full.names = TRUE), method = "radix")
 
         sink(file = "${prefix}.err.log")
         errF <- learnErrors(fnFs, $args, multithread = $task.cpus, verbose = TRUE)

From f15c9dd7d77fcd95748b6d9f4697ba6f8953559c Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Mon, 25 Mar 2024 16:21:03 +0100
Subject: [PATCH 070/101] Require a minimum sequence length of 50bp after ITSx

---
 CHANGELOG.md                                  |  1 +
 assets/report_template.Rmd                    |  3 +-
 conf/modules.config                           | 11 ++++++
 docs/output.md                                | 39 ++++++++++---------
 .../{filter_len_asv.nf => filter_len.nf}      |  6 +--
 workflows/ampliseq.nf                         |  6 ++-
 6 files changed, 42 insertions(+), 24 deletions(-)
 rename modules/local/{filter_len_asv.nf => filter_len.nf} (96%)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 900786ed..673f5823 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -18,6 +18,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#711](https://github.com/nf-core/ampliseq/pull/711) - From r207 and onwards Archaea sequences were omitted when parsing GTDB databases. (This did not affect `sbdi-gtdb` databases, only `gtdb`.)
 - [#715](https://github.com/nf-core/ampliseq/pull/715) - Fix filtering vsearch clusters for high number of clusters
 - [#717](https://github.com/nf-core/ampliseq/pull/717) - Fix edge case for sorting file names by using radix method
+- [#718](https://github.com/nf-core/ampliseq/pull/718) - Require a minimum sequence length of 50bp for taxonomic classifcation after using ITSx
 
 ### `Dependencies`
 
diff --git a/assets/report_template.Rmd b/assets/report_template.Rmd
index 07235f73..7241f69a 100644
--- a/assets/report_template.Rmd
+++ b/assets/report_template.Rmd
@@ -827,7 +827,8 @@ cat("# Taxonomic Classification\n")
 cat(paste0("
 ## ITS regions
 
-The ",params$cut_its," region was extracted from each ASV sequence using [ITSx](https://besjournals.onlinelibrary.wiley.com/doi/10.1111/2041-210X.12073).
+The ",params$cut_its," region was extracted from each ASV sequence using [ITSx](https://besjournals.onlinelibrary.wiley.com/doi/10.1111/2041-210X.12073)
+with a minimal sequence length of 50bp.
 Taxonomic classification should have improved performance based on extracted ITS sequence. ITSx results can be found in folder [itsx](../itsx).
 
 Taxonomies per extracted region was then transferred back to the full ASV sequence. No filtering was done based on whether the region was found or not.
diff --git a/conf/modules.config b/conf/modules.config
index 389bb1a5..de12098b 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -442,6 +442,8 @@ process {
     }
 
     withName: FILTER_LEN_ASV {
+        ext.min_len_asv = { params.min_len_asv }
+        ext.max_len_asv = { params.max_len_asv }
         publishDir = [
             path: { "${params.outdir}/asv_length_filter" },
             mode: params.publish_dir_mode,
@@ -483,6 +485,15 @@ process {
         ]
     }
 
+    withName: FILTER_LEN_ITSX {
+        ext.min_len_asv = 50
+        publishDir = [
+            path: { "${params.outdir}/itsx" },
+            mode: params.publish_dir_mode,
+            pattern: "ASV_*"
+        ]
+    }
+
     withName: 'FORMAT_TAXONOMY|FORMAT_TAXRESULTS' {
         publishDir = [
             path: { "${params.outdir}/dada2" },
diff --git a/docs/output.md b/docs/output.md
index 5c0cd495..12e4e603 100644
--- a/docs/output.md
+++ b/docs/output.md
@@ -27,8 +27,8 @@ The pipeline is built using [Nextflow](https://www.nextflow.io/) and processes d
   - [VSEARCH cluster](#vsearch-cluster) - Centroid fasta file, filtered asv table, and stats
   - [Barrnap](#barrnap) - Predict ribosomal RNA sequences and optional filtering
   - [Length filter](#length-filter) - Optionally, ASV can be filtered by length thresholds
-  - [ITSx](#itsx) - Optionally, the ITS region can be extracted
   - [Codons](#codons) - Optionally the ASVs can be filtered by presence of stop codons.
+  - [ITSx](#itsx) - Optionally, the ITS region can be extracted
 - [Taxonomic classification](#taxonomic-classification) - Taxonomic classification of (filtered) ASVs
   - [DADA2](#dada2) - Taxonomic classification with DADA2
   - [assignSH](#assignsh) - Optionally, a UNITE species hypothesis (SH) can be added to the DADA2 taxonomy
@@ -216,23 +216,6 @@ The minimum ASV length threshold can be set by `--min_len_asv` and the maximum l
 
 </details>
 
-#### ITSx
-
-Optionally, the ITS region can be extracted from each ASV sequence using ITSx, and taxonomic classification is performed based on the ITS sequence.
-
-<details markdown="1">
-<summary>Output files</summary>
-
-- `itsx/`
-  - `ASV_ITS_seqs.full.fasta`: Fasta file with full ITS region from each ASV sequence.
-  - `ASV_ITS_seqs.ITS1.fasta` or `ASV_ITS_seqs.ITS2.fasta`: If using --cut_its "its1" or --cut_its "its2"; fasta file with ITS1 or ITS2 region from each ASV sequence.
-  - `ASV_ITS_seqs.full_and_partial.fasta`: If using --its_partial; fasta file with full and partial ITS regions from each ASV sequence.
-  - `ASV_ITS_seqs.ITS1.full_and_partial.fasta` or `ASV_ITS_seqs.ITS2.full_and_partial.fasta`: If using --cut_its "its1" or --cut_its "its2" and --its_partial; fasta file with complete and partial ITS1 or ITS2 regions from each ASV sequence.
-  - `ASV_ITS_seqs.summary.txt`: Summary information from ITSx.
-  - `ITSx.args.txt`: File with parameters passed to ITSx.
-
-</details>
-
 #### Codons
 
 Optionally, the ASVs can be filtered against the presence of stop codons in the specified open reading frame of the ASV. The filtering step can also filter out ASVs that are not multiple of 3 in length.
@@ -250,6 +233,26 @@ Codon filtering can be activated by `--filter_codons`. By default, the codons ar
 
 </details>
 
+#### ITSx
+
+Optionally, the ITS region can be extracted from each ASV sequence using ITSx, and taxonomic classification is performed based on the ITS sequence. Only sequences with at minimum 50bp in length are retained.
+
+<details markdown="1">
+<summary>Output files</summary>
+
+- `itsx/`
+  - `ASV_ITS_seqs.full.fasta`: Fasta file with full ITS region from each ASV sequence.
+  - `ASV_ITS_seqs.ITS1.fasta` or `ASV_ITS_seqs.ITS2.fasta`: If using --cut_its "its1" or --cut_its "its2"; fasta file with ITS1 or ITS2 region from each ASV sequence.
+  - `ASV_ITS_seqs.full_and_partial.fasta`: If using --its_partial; fasta file with full and partial ITS regions from each ASV sequence.
+  - `ASV_ITS_seqs.ITS1.full_and_partial.fasta` or `ASV_ITS_seqs.ITS2.full_and_partial.fasta`: If using --cut_its "its1" or --cut_its "its2" and --its_partial; fasta file with complete and partial ITS1 or ITS2 regions from each ASV sequence.
+  - `ASV_ITS_seqs.summary.txt`: Summary information from ITSx.
+  - `ITSx.args.txt`: File with parameters passed to ITSx.
+  - `ASV_seqs.len.fasta`: Fasta file with filtered ASV sequences.
+  - `ASV_len_orig.tsv`: ASV length distribution before filtering.
+  - `ASV_len_filt.tsv`: ASV length distribution after filtering.
+
+</details>
+
 ### Taxonomic classification
 
 Taxonomic classification of ASVs can be performed with a choice of DADA2, SINTAX, Kraken2 or QIIME2 using supplied databases or user supplied databases (see parameter documentation). By default, DADA2 is used for the classification. The taxonomic classification will be done based on filtered ASV sequences (see above).
diff --git a/modules/local/filter_len_asv.nf b/modules/local/filter_len.nf
similarity index 96%
rename from modules/local/filter_len_asv.nf
rename to modules/local/filter_len.nf
index 3cf7d59d..4964793d 100644
--- a/modules/local/filter_len_asv.nf
+++ b/modules/local/filter_len.nf
@@ -1,4 +1,4 @@
-process FILTER_LEN_ASV {
+process FILTER_LEN {
     tag "${fasta}"
     label 'process_low'
 
@@ -23,8 +23,8 @@ process FILTER_LEN_ASV {
     task.ext.when == null || task.ext.when
 
     script:
-    def min_len_asv = params.min_len_asv ?: '1'
-    def max_len_asv = params.max_len_asv ?: '1000000'
+    def min_len_asv = task.ext.min_len_asv ?: '1'
+    def max_len_asv = task.ext.max_len_asv ?: '1000000'
 
     def read_table  = table ? "table <- read.table(file = '$table', sep = '\t', comment.char = '', header=TRUE)" : "table <- data.frame(matrix(ncol = 1, nrow = 0))"
     def asv_table_filtered  = table ? "ASV_table.len.tsv" : "empty_ASV_table.len.tsv"
diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index 0aaa7926..380e6bf6 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -191,7 +191,8 @@ include { SIDLE_WF                      } from '../subworkflows/local/sidle_wf'
 include { BARRNAP                       } from '../modules/local/barrnap'
 include { BARRNAPSUMMARY                } from '../modules/local/barrnapsummary'
 include { FILTER_SSU                    } from '../modules/local/filter_ssu'
-include { FILTER_LEN_ASV                } from '../modules/local/filter_len_asv'
+include { FILTER_LEN as FILTER_LEN_ASV  } from '../modules/local/filter_len'
+include { FILTER_LEN as FILTER_LEN_ITSX } from '../modules/local/filter_len'
 include { MERGE_STATS as MERGE_STATS_FILTERSSU    } from '../modules/local/merge_stats'
 include { MERGE_STATS as MERGE_STATS_FILTERLENASV } from '../modules/local/merge_stats'
 include { MERGE_STATS as MERGE_STATS_CODONS       } from '../modules/local/merge_stats'
@@ -567,7 +568,8 @@ workflow AMPLISEQ {
         }
         ITSX_CUTASV ( ch_full_fasta, outfile )
         ch_versions = ch_versions.mix(ITSX_CUTASV.out.versions.ifEmpty(null))
-        ch_fasta = ITSX_CUTASV.out.fasta
+        FILTER_LEN_ITSX ( ITSX_CUTASV.out.fasta, [] )
+        ch_fasta = FILTER_LEN_ITSX.out.fasta
     }
 
     //

From 34458bcebf45dfc6383fccbc6f2e341f8c1bd579 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 26 Mar 2024 12:56:59 +0100
Subject: [PATCH 071/101] export all versions

---
 modules/local/barrnapsummary.nf           |  3 +-
 modules/local/format_taxonomy.nf          |  3 +-
 modules/local/format_taxonomy_qiime.nf    |  3 +-
 modules/local/format_taxonomy_sidle.nf    |  3 +-
 modules/local/format_taxonomy_sintax.nf   |  3 +-
 modules/local/phyloseq_inasv.nf           |  3 +-
 subworkflows/local/cutadapt_workflow.nf   | 15 ++++++--
 subworkflows/local/dada2_preprocessing.nf |  1 +
 subworkflows/local/dada2_taxonomy_wf.nf   |  1 +
 subworkflows/local/kraken2_taxonomy_wf.nf |  1 +
 subworkflows/local/phyloseq_workflow.nf   |  4 +-
 subworkflows/local/qiime2_ancom.nf        |  8 +++-
 subworkflows/local/qiime2_barplotavg.nf   |  6 +++
 subworkflows/local/qiime2_diversity.nf    | 20 +++++++---
 subworkflows/local/qiime2_export.nf       | 16 ++++++--
 subworkflows/local/qiime2_taxonomy.nf     |  6 +--
 subworkflows/local/sidle_wf.nf            |  1 +
 subworkflows/local/sintax_taxonomy_wf.nf  |  2 +
 workflows/ampliseq.nf                     | 47 ++++++++++++++++++-----
 19 files changed, 107 insertions(+), 39 deletions(-)

diff --git a/modules/local/barrnapsummary.nf b/modules/local/barrnapsummary.nf
index 20064bcb..89cefff9 100644
--- a/modules/local/barrnapsummary.nf
+++ b/modules/local/barrnapsummary.nf
@@ -11,7 +11,8 @@ process BARRNAPSUMMARY {
 
     output:
     path "summary.tsv" , emit: summary
-    path "*warning.txt" , emit: warning
+    path "*warning.txt", emit: warning
+    path "versions.yml", emit: versions
 
     when:
     task.ext.when == null || task.ext.when
diff --git a/modules/local/format_taxonomy.nf b/modules/local/format_taxonomy.nf
index 8981eaa3..f9625a12 100644
--- a/modules/local/format_taxonomy.nf
+++ b/modules/local/format_taxonomy.nf
@@ -31,7 +31,6 @@ process FORMAT_TAXONOMY {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        bash: \$(bash --version | sed -n 1p | sed 's/GNU bash, version //g')
-    END_VERSIONS
+        bash: \$(bash --version | sed -n 1p | grep -Eo 'version [[:alnum:].]+' | sed 's/version //')
     """
 }
diff --git a/modules/local/format_taxonomy_qiime.nf b/modules/local/format_taxonomy_qiime.nf
index 6d652745..58602b93 100644
--- a/modules/local/format_taxonomy_qiime.nf
+++ b/modules/local/format_taxonomy_qiime.nf
@@ -31,7 +31,6 @@ process FORMAT_TAXONOMY_QIIME {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        bash: \$(bash --version | sed -n 1p | sed 's/GNU bash, version //g')
-    END_VERSIONS
+        bash: \$(bash --version | sed -n 1p | grep -Eo 'version [[:alnum:].]+' | sed 's/version //')
     """
 }
diff --git a/modules/local/format_taxonomy_sidle.nf b/modules/local/format_taxonomy_sidle.nf
index 72e55cd7..522e85cd 100644
--- a/modules/local/format_taxonomy_sidle.nf
+++ b/modules/local/format_taxonomy_sidle.nf
@@ -33,7 +33,6 @@ process FORMAT_TAXONOMY_SIDLE {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        bash: \$(bash --version | sed -n 1p | sed 's/GNU bash, version //g')
-    END_VERSIONS
+        bash: \$(bash --version | sed -n 1p | grep -Eo 'version [[:alnum:].]+' | sed 's/version //')
     """
 }
diff --git a/modules/local/format_taxonomy_sintax.nf b/modules/local/format_taxonomy_sintax.nf
index 7ccfa745..72e4883c 100644
--- a/modules/local/format_taxonomy_sintax.nf
+++ b/modules/local/format_taxonomy_sintax.nf
@@ -29,7 +29,6 @@ process FORMAT_TAXONOMY_SINTAX {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        bash: \$(bash --version | sed -n 1p | sed 's/GNU bash, version //g')
-    END_VERSIONS
+        bash: \$(bash --version | sed -n 1p | grep -Eo 'version [[:alnum:].]+' | sed 's/version //')
     """
 }
diff --git a/modules/local/phyloseq_inasv.nf b/modules/local/phyloseq_inasv.nf
index f66d1669..5f95920a 100644
--- a/modules/local/phyloseq_inasv.nf
+++ b/modules/local/phyloseq_inasv.nf
@@ -22,7 +22,6 @@ process PHYLOSEQ_INASV {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        bash: \$(bash --version | sed -n 1p | sed 's/GNU bash, version //g')
-    END_VERSIONS
+        bash: \$(bash --version | sed -n 1p | grep -Eo 'version [[:alnum:].]+' | sed 's/version //')
     """
 }
diff --git a/subworkflows/local/cutadapt_workflow.nf b/subworkflows/local/cutadapt_workflow.nf
index 6bd43de0..eebdf347 100644
--- a/subworkflows/local/cutadapt_workflow.nf
+++ b/subworkflows/local/cutadapt_workflow.nf
@@ -14,7 +14,10 @@ workflow CUTADAPT_WORKFLOW {
     ch_file
     illumina_pe_its
     double_primer
+
     main:
+    ch_versions_cutadapt_workflow = Channel.empty()
+
     CUTADAPT_BASIC ( ch_file ).reads.set { ch_trimmed_reads }
     CUTADAPT_BASIC.out.log
         .map {
@@ -24,7 +27,9 @@ workflow CUTADAPT_WORKFLOW {
                 [ meta, log ] }
         .groupTuple(by: 0 )
         .set { ch_cutadapt_logs }
+    ch_versions_cutadapt_workflow = ch_versions_cutadapt_workflow.mix( CUTADAPT_BASIC.out.versions )
     CUTADAPT_SUMMARY_STD ( "cutadapt_standard", ch_cutadapt_logs )
+    ch_versions_cutadapt_workflow = ch_versions_cutadapt_workflow.mix( CUTADAPT_SUMMARY_STD.out.versions )
 
     if (illumina_pe_its) {
         CUTADAPT_READTHROUGH ( ch_trimmed_reads ).reads.set { ch_trimmed_reads }
@@ -42,7 +47,9 @@ workflow CUTADAPT_WORKFLOW {
             .set { ch_cutadapt_doubleprimer_logs }
         CUTADAPT_SUMMARY_DOUBLEPRIMER ( "cutadapt_doubleprimer", ch_cutadapt_doubleprimer_logs )
         ch_summaries = CUTADAPT_SUMMARY_STD.out.tsv.combine( CUTADAPT_SUMMARY_DOUBLEPRIMER.out.tsv )
+        ch_versions_cutadapt_workflow = ch_versions_cutadapt_workflow.mix( CUTADAPT_SUMMARY_DOUBLEPRIMER.out.versions )
         CUTADAPT_SUMMARY_MERGE ( "merge", ch_summaries )
+        ch_versions_cutadapt_workflow = ch_versions_cutadapt_workflow.mix( CUTADAPT_SUMMARY_MERGE.out.versions )
     } else {
         CUTADAPT_SUMMARY_MERGE ( "copy", CUTADAPT_SUMMARY_STD.out.tsv )
     }
@@ -68,8 +75,8 @@ workflow CUTADAPT_WORKFLOW {
         }
 
     emit:
-    reads   = ch_trimmed_reads_passed
-    logs    = CUTADAPT_BASIC.out.log
-    summary = CUTADAPT_SUMMARY_MERGE.out.tsv
-    versions= CUTADAPT_BASIC.out.versions
+    reads    = ch_trimmed_reads_passed
+    logs     = CUTADAPT_BASIC.out.log
+    summary  = CUTADAPT_SUMMARY_MERGE.out.tsv
+    versions = ch_versions_cutadapt_workflow
 }
diff --git a/subworkflows/local/dada2_preprocessing.nf b/subworkflows/local/dada2_preprocessing.nf
index 0715a621..0e4889d0 100644
--- a/subworkflows/local/dada2_preprocessing.nf
+++ b/subworkflows/local/dada2_preprocessing.nf
@@ -132,6 +132,7 @@ workflow DADA2_PREPROCESSING {
     ch_DADA2_QUALITY2_SVG = Channel.empty()
     if ( !params.skip_dada_quality ) {
         DADA2_QUALITY2 ( ch_all_preprocessed_reads.dump(tag: 'into_dada2_quality2') )
+        ch_versions_dada2_preprocessing = ch_versions_dada2_preprocessing.mix(DADA2_QUALITY2.out.versions)
         DADA2_QUALITY2.out.warning.subscribe { if ( it.baseName.toString().startsWith("WARNING") ) log.warn it.baseName.toString().replace("WARNING ","DADA2_QUALITY2: ") }
         ch_DADA2_QUALITY2_SVG = DADA2_QUALITY2.out.svg
     }
diff --git a/subworkflows/local/dada2_taxonomy_wf.nf b/subworkflows/local/dada2_taxonomy_wf.nf
index 71fe438f..7d1037d3 100644
--- a/subworkflows/local/dada2_taxonomy_wf.nf
+++ b/subworkflows/local/dada2_taxonomy_wf.nf
@@ -46,6 +46,7 @@ workflow DADA2_TAXONOMY_WF {
         CUTADAPT_TAXONOMY ( ch_assigntax ).reads
             .map { meta, db -> db }
             .set { ch_assigntax }
+        ch_versions_dada_taxonomy = ch_versions_dada_taxonomy.mix( CUTADAPT_TAXONOMY.out.versions )
     }
 
     //set file name prefix
diff --git a/subworkflows/local/kraken2_taxonomy_wf.nf b/subworkflows/local/kraken2_taxonomy_wf.nf
index f7d2ac48..9404b122 100644
--- a/subworkflows/local/kraken2_taxonomy_wf.nf
+++ b/subworkflows/local/kraken2_taxonomy_wf.nf
@@ -32,6 +32,7 @@ workflow KRAKEN2_TAXONOMY_WF {
                     def meta = [:]
                     meta.id = val_kraken2_ref_taxonomy
                     [ meta, db ] } )
+    ch_versions_kraken2_taxonomy = ch_versions_kraken2_taxonomy.mix(UNTAR.out.versions)
     ch_kraken2db = UNTAR.out.untar.map{ it[1] }
     ch_kraken2db = ch_kraken2db.mix(ch_kraken2_ref_taxonomy.dir)
 
diff --git a/subworkflows/local/phyloseq_workflow.nf b/subworkflows/local/phyloseq_workflow.nf
index 3b6d9dd4..b96fa814 100644
--- a/subworkflows/local/phyloseq_workflow.nf
+++ b/subworkflows/local/phyloseq_workflow.nf
@@ -39,6 +39,6 @@ workflow PHYLOSEQ_WORKFLOW {
     PHYLOSEQ ( ch_tax.combine(ch_phyloseq_inasv), ch_phyloseq_inmeta, ch_phyloseq_intree )
 
     emit:
-    rds     = PHYLOSEQ.out.rds
-    versions= PHYLOSEQ.out.versions
+    rds      = PHYLOSEQ.out.rds
+    versions = PHYLOSEQ.out.versions
 }
diff --git a/subworkflows/local/qiime2_ancom.nf b/subworkflows/local/qiime2_ancom.nf
index ce308d78..fb2cd9cf 100644
--- a/subworkflows/local/qiime2_ancom.nf
+++ b/subworkflows/local/qiime2_ancom.nf
@@ -16,12 +16,15 @@ workflow QIIME2_ANCOM {
     tax_agglom_max
 
     main:
+    ch_versions_qiime2_ancom = Channel.empty()
+
     //Filter ASV table to get rid of samples that have no metadata values
     ch_metadata
         .combine( ch_asv )
         .combine( ch_metacolumn_all )
         .set{ ch_for_filtersamples }
     QIIME2_FILTERSAMPLES_ANCOM ( ch_for_filtersamples )
+    ch_versions_qiime2_ancom = ch_versions_qiime2_ancom.mix(QIIME2_FILTERSAMPLES_ANCOM.out.versions)
 
     //ANCOM on various taxonomic levels
     ch_taxlevel = Channel.of( tax_agglom_min..tax_agglom_max )
@@ -31,10 +34,13 @@ workflow QIIME2_ANCOM {
         .combine( ch_taxlevel )
         .set{ ch_for_ancom_tax }
     QIIME2_ANCOM_TAX ( ch_for_ancom_tax )
+    ch_versions_qiime2_ancom = ch_versions_qiime2_ancom.mix(QIIME2_ANCOM_TAX.out.versions)
     QIIME2_ANCOM_TAX.out.ancom.subscribe { if ( it.baseName[0].toString().startsWith("WARNING") ) log.warn it.baseName[0].toString().replace("WARNING ","QIIME2_ANCOM_TAX: ") }
 
     QIIME2_ANCOM_ASV ( ch_metadata.combine( QIIME2_FILTERSAMPLES_ANCOM.out.qza.flatten() ) )
+    ch_versions_qiime2_ancom = ch_versions_qiime2_ancom.mix(QIIME2_ANCOM_ASV.out.versions)
 
     emit:
-    ancom = QIIME2_ANCOM_ASV.out.ancom.mix(QIIME2_ANCOM_TAX.out.ancom)
+    ancom    = QIIME2_ANCOM_ASV.out.ancom.mix(QIIME2_ANCOM_TAX.out.ancom)
+    versions = ch_versions_qiime2_ancom
 }
diff --git a/subworkflows/local/qiime2_barplotavg.nf b/subworkflows/local/qiime2_barplotavg.nf
index a052027c..e65d7d05 100644
--- a/subworkflows/local/qiime2_barplotavg.nf
+++ b/subworkflows/local/qiime2_barplotavg.nf
@@ -14,10 +14,12 @@ workflow QIIME2_BARPLOTAVG {
     metadata_category_barplot
 
     main:
+    ch_versions_qiime2_barplotavg = Channel.empty()
     ch_metadata_category_barplot = Channel.fromList(metadata_category_barplot.tokenize(','))
 
     //Import raltive ASV table
     QIIME2_INASV_BPAVG ( ch_rel_tsv )
+    ch_versions_qiime2_barplotavg = ch_versions_qiime2_barplotavg.mix(QIIME2_INASV_BPAVG.out.versions)
 
     //group by metadata category (ch_metadata_category_barplot)
     QIIME2_FEATURETABLE_GROUP (
@@ -25,8 +27,12 @@ workflow QIIME2_BARPLOTAVG {
         .combine(ch_metadata)
         .combine(ch_metadata_category_barplot)
     )
+    ch_versions_qiime2_barplotavg = ch_versions_qiime2_barplotavg.mix(QIIME2_FEATURETABLE_GROUP.out.versions)
 
     //Barplot
     QIIME2_BPAVG ( [], QIIME2_FEATURETABLE_GROUP.out.qza, ch_tax, 'average' )
+    ch_versions_qiime2_barplotavg = ch_versions_qiime2_barplotavg.mix(QIIME2_BPAVG.out.versions)
 
+    emit:
+    versions = ch_versions_qiime2_barplotavg
 }
diff --git a/subworkflows/local/qiime2_diversity.nf b/subworkflows/local/qiime2_diversity.nf
index 02f0d91e..8d47a3ca 100644
--- a/subworkflows/local/qiime2_diversity.nf
+++ b/subworkflows/local/qiime2_diversity.nf
@@ -24,21 +24,26 @@ workflow QIIME2_DIVERSITY {
     diversity_rarefaction_depth
 
     main:
+    ch_versions_qiime2_diversity = Channel.empty()
+
     //Phylogenetic tree for beta & alpha diversities
     if (!ch_tree) {
         QIIME2_TREE ( ch_seq )
+        ch_versions_qiime2_diversity = ch_versions_qiime2_diversity.mix(QIIME2_TREE.out.versions)
         ch_tree = QIIME2_TREE.out.qza
     }
 
     //Alpha-rarefaction
     if (!skip_alpha_rarefaction) {
         QIIME2_ALPHARAREFACTION ( ch_metadata, ch_asv, ch_tree, ch_stats )
+        ch_versions_qiime2_diversity = ch_versions_qiime2_diversity.mix(QIIME2_ALPHARAREFACTION.out.versions)
     }
 
     //Calculate diversity indices
     if (!skip_diversity_indices) {
 
         QIIME2_DIVERSITY_CORE ( ch_metadata, ch_asv, ch_tree, ch_stats, diversity_rarefaction_depth )
+        ch_versions_qiime2_diversity = ch_versions_qiime2_diversity.mix(QIIME2_DIVERSITY_CORE.out.versions)
         //Print warning if rarefaction depth is <10000
         QIIME2_DIVERSITY_CORE.out.depth.subscribe { if ( it.baseName.toString().startsWith("WARNING") ) log.warn it.baseName.toString().replace("WARNING ","QIIME2_DIVERSITY_CORE: ") }
 
@@ -47,6 +52,7 @@ workflow QIIME2_DIVERSITY {
             .combine( QIIME2_DIVERSITY_CORE.out.vector.flatten() )
             .set{ ch_to_diversity_alpha }
         QIIME2_DIVERSITY_ALPHA ( ch_to_diversity_alpha )
+        ch_versions_qiime2_diversity = ch_versions_qiime2_diversity.mix(QIIME2_DIVERSITY_ALPHA.out.versions)
 
         //beta_diversity ( ch_metadata, DIVERSITY_CORE.out.qza, ch_metacolumn_pairwise )
         ch_metadata
@@ -54,6 +60,7 @@ workflow QIIME2_DIVERSITY {
             .combine( ch_metacolumn_pairwise )
             .set{ ch_to_diversity_beta }
         QIIME2_DIVERSITY_BETA ( ch_to_diversity_beta )
+        ch_versions_qiime2_diversity = ch_versions_qiime2_diversity.mix(QIIME2_DIVERSITY_BETA.out.versions)
 
         //adonis ( ch_metadata, DIVERSITY_CORE.out.qza )
         if (params.qiime_adonis_formula) {
@@ -63,6 +70,7 @@ workflow QIIME2_DIVERSITY {
                 .combine( ch_qiime_adonis_formula )
                 .set{ ch_to_diversity_beta }
             QIIME2_DIVERSITY_ADONIS ( ch_to_diversity_beta )
+            ch_versions_qiime2_diversity = ch_versions_qiime2_diversity.mix(QIIME2_DIVERSITY_ADONIS.out.versions)
         }
 
         //beta_diversity_ordination ( ch_metadata, DIVERSITY_CORE.out.qza )
@@ -70,12 +78,14 @@ workflow QIIME2_DIVERSITY {
             .combine( QIIME2_DIVERSITY_CORE.out.pcoa.flatten() )
             .set{ ch_to_diversity_betaord }
         QIIME2_DIVERSITY_BETAORD ( ch_to_diversity_betaord )
+        ch_versions_qiime2_diversity = ch_versions_qiime2_diversity.mix(QIIME2_DIVERSITY_BETAORD.out.versions)
     }
 
     emit:
-    depth   = !skip_diversity_indices ? QIIME2_DIVERSITY_CORE.out.depth : []
-    alpha   = !skip_diversity_indices ? QIIME2_DIVERSITY_ALPHA.out.alpha : []
-    beta    = !skip_diversity_indices ? QIIME2_DIVERSITY_BETA.out.beta : []
-    betaord = !skip_diversity_indices ? QIIME2_DIVERSITY_BETAORD.out.beta : []
-    adonis  = !skip_diversity_indices && params.qiime_adonis_formula ? QIIME2_DIVERSITY_ADONIS.out.html : []
+    depth    = !skip_diversity_indices ? QIIME2_DIVERSITY_CORE.out.depth : []
+    alpha    = !skip_diversity_indices ? QIIME2_DIVERSITY_ALPHA.out.alpha : []
+    beta     = !skip_diversity_indices ? QIIME2_DIVERSITY_BETA.out.beta : []
+    betaord  = !skip_diversity_indices ? QIIME2_DIVERSITY_BETAORD.out.beta : []
+    adonis   = !skip_diversity_indices && params.qiime_adonis_formula ? QIIME2_DIVERSITY_ADONIS.out.html : []
+    versions = ch_versions_qiime2_diversity
 }
diff --git a/subworkflows/local/qiime2_export.nf b/subworkflows/local/qiime2_export.nf
index 9308f777..a52942f4 100644
--- a/subworkflows/local/qiime2_export.nf
+++ b/subworkflows/local/qiime2_export.nf
@@ -23,29 +23,39 @@ workflow QIIME2_EXPORT {
     tax_agglom_max
 
     main:
+    ch_versions_qiime2_export = Channel.empty()
+
     //export_filtered_dada_output (optional)
     QIIME2_EXPORT_ABSOLUTE ( ch_asv, ch_seq, ch_tax, tax_agglom_min, tax_agglom_max )
+    ch_versions_qiime2_export = ch_versions_qiime2_export.mix(QIIME2_EXPORT_ABSOLUTE.out.versions)
 
     //RelativeAbundanceASV (optional)
     QIIME2_EXPORT_RELASV ( ch_asv )
+    ch_versions_qiime2_export = ch_versions_qiime2_export.mix(QIIME2_EXPORT_RELASV.out.versions)
 
     //RelativeAbundanceReducedTaxa (optional)
     QIIME2_EXPORT_RELTAX ( ch_asv, ch_tax, tax_agglom_min, tax_agglom_max )
+    ch_versions_qiime2_export = ch_versions_qiime2_export.mix(QIIME2_EXPORT_RELTAX.out.versions)
 
     //combine_table.r (optional), similar to DADA2_table.tsv but with additionally taxonomy merged
     COMBINE_TABLE_QIIME2 ( QIIME2_EXPORT_RELASV.out.tsv, QIIME2_EXPORT_ABSOLUTE.out.fasta, ch_QIIME2_tax_tsv, 'rel-table-ASV_with-QIIME2-tax.tsv' )
+    ch_versions_qiime2_export = ch_versions_qiime2_export.mix(COMBINE_TABLE_QIIME2.out.versions)
 
     //combine_table.r (optional), similar to DADA2_table.tsv but with additionally taxonomy merged
     COMBINE_TABLE_DADA2 ( QIIME2_EXPORT_RELASV.out.tsv, QIIME2_EXPORT_ABSOLUTE.out.fasta, ch_DADA2_tax_tsv, 'rel-table-ASV_with-DADA2-tax.tsv' )
+    ch_versions_qiime2_export = ch_versions_qiime2_export.mix(COMBINE_TABLE_DADA2.out.versions)
 
     //combine_table.r (optional), similar to DADA2_table.tsv but with additionally taxonomy merged
     COMBINE_TABLE_PPLACE ( QIIME2_EXPORT_RELASV.out.tsv, QIIME2_EXPORT_ABSOLUTE.out.fasta, ch_pplace_tax_tsv, 'rel-table-ASV_with-PPLACE-tax.tsv' )
+    ch_versions_qiime2_export = ch_versions_qiime2_export.mix(COMBINE_TABLE_PPLACE.out.versions)
 
     //combine_table.r (optional), similar to DADA2_table.tsv but with additionally taxonomy merged
     COMBINE_TABLE_SINTAX ( QIIME2_EXPORT_RELASV.out.tsv, QIIME2_EXPORT_ABSOLUTE.out.fasta, ch_SINTAX_tax_tsv, 'rel-table-ASV_with-SINTAX-tax.tsv' )
+    ch_versions_qiime2_export = ch_versions_qiime2_export.mix(COMBINE_TABLE_SINTAX.out.versions)
 
     emit:
-    abs_fasta      = QIIME2_EXPORT_ABSOLUTE.out.fasta
-    abs_tsv        = QIIME2_EXPORT_ABSOLUTE.out.tsv
-    rel_tsv        = QIIME2_EXPORT_RELASV.out.tsv
+    abs_fasta = QIIME2_EXPORT_ABSOLUTE.out.fasta
+    abs_tsv   = QIIME2_EXPORT_ABSOLUTE.out.tsv
+    rel_tsv   = QIIME2_EXPORT_RELASV.out.tsv
+    versions  = ch_versions_qiime2_export
 }
diff --git a/subworkflows/local/qiime2_taxonomy.nf b/subworkflows/local/qiime2_taxonomy.nf
index 03b1625d..010a09dd 100644
--- a/subworkflows/local/qiime2_taxonomy.nf
+++ b/subworkflows/local/qiime2_taxonomy.nf
@@ -15,7 +15,7 @@ workflow QIIME2_TAXONOMY {
     QIIME2_CLASSIFY ( ch_classifier, QIIME2_INSEQ.out.qza )
 
     emit:
-    qza     = QIIME2_CLASSIFY.out.qza
-    tsv     = QIIME2_CLASSIFY.out.tsv
-    versions= QIIME2_INSEQ.out.versions
+    qza      = QIIME2_CLASSIFY.out.qza
+    tsv      = QIIME2_CLASSIFY.out.tsv
+    versions = QIIME2_INSEQ.out.versions.mix(QIIME2_CLASSIFY.out.versions)
 }
diff --git a/subworkflows/local/sidle_wf.nf b/subworkflows/local/sidle_wf.nf
index 9b091b3e..d65fe571 100644
--- a/subworkflows/local/sidle_wf.nf
+++ b/subworkflows/local/sidle_wf.nf
@@ -31,6 +31,7 @@ workflow SIDLE_WF {
     if (!params.sidle_ref_tax_custom) {
         //standard ref taxonomy input from conf/ref_databases.config, one tar.gz / tgz with all files
         FORMAT_TAXONOMY_SIDLE ( ch_sidle_ref_taxonomy, val_sidle_ref_taxonomy )
+        ch_sidle_versions = ch_sidle_versions.mix(FORMAT_TAXONOMY_SIDLE.out.versions)
         ch_db_sequences = FORMAT_TAXONOMY_SIDLE.out.seq
         ch_db_alignedsequences = FORMAT_TAXONOMY_SIDLE.out.alnseq
         ch_db_taxonomy = FORMAT_TAXONOMY_SIDLE.out.tax
diff --git a/subworkflows/local/sintax_taxonomy_wf.nf b/subworkflows/local/sintax_taxonomy_wf.nf
index 99bbf971..ee9c9beb 100644
--- a/subworkflows/local/sintax_taxonomy_wf.nf
+++ b/subworkflows/local/sintax_taxonomy_wf.nf
@@ -20,6 +20,7 @@ workflow SINTAX_TAXONOMY_WF {
 
     //format taxonomy file
     FORMAT_TAXONOMY_SINTAX ( ch_sintax_ref_taxonomy )
+    ch_versions_sintax_taxonomy = ch_versions_sintax_taxonomy.mix(FORMAT_TAXONOMY_SINTAX.out.versions)
     ch_sintaxdb = FORMAT_TAXONOMY_SINTAX.out.db
 
     //set file prefix
@@ -44,6 +45,7 @@ workflow SINTAX_TAXONOMY_WF {
 
     //convert SINTAX output to DADA2 like taxonomy table
     FORMAT_TAXRESULTS_SINTAX( VSEARCH_SINTAX.out.tsv, ch_full_fasta, ASV_tax_name2 + '.tsv', sintax_taxlevels )
+    ch_versions_sintax_taxonomy = ch_versions_sintax_taxonomy.mix(FORMAT_TAXRESULTS_SINTAX.out.versions)
     ch_sintax_tax = FORMAT_TAXRESULTS_SINTAX.out.tsv
 
     emit:
diff --git a/workflows/ampliseq.nf b/workflows/ampliseq.nf
index 380e6bf6..d1d306c0 100644
--- a/workflows/ampliseq.nf
+++ b/workflows/ampliseq.nf
@@ -362,7 +362,7 @@ workflow AMPLISEQ {
             params.double_primer
         ).reads.set { ch_trimmed_reads }
         ch_multiqc_files = ch_multiqc_files.mix(CUTADAPT_WORKFLOW.out.logs.collect{it[1]})
-        ch_versions = ch_versions.mix(CUTADAPT_WORKFLOW.out.versions.first())
+        ch_versions = ch_versions.mix(CUTADAPT_WORKFLOW.out.versions)
     } else {
         ch_trimmed_reads = RENAME_RAW_DATA_FILES.out.fastq
     }
@@ -387,10 +387,12 @@ workflow AMPLISEQ {
     if ( !params.illumina_novaseq ) {
         DADA2_ERR ( ch_filt_reads )
         ch_errormodel = DADA2_ERR.out.errormodel
+        ch_versions = ch_versions.mix(DADA2_ERR.out.versions)
     } else {
         DADA2_ERR ( ch_filt_reads )
         NOVASEQ_ERR ( DADA2_ERR.out.errormodel )
         ch_errormodel = NOVASEQ_ERR.out.errormodel
+        ch_versions = ch_versions.mix(DADA2_ERR.out.versions)
     }
 
     //group by meta
@@ -398,9 +400,10 @@ workflow AMPLISEQ {
         .join( ch_errormodel )
         .set { ch_derep_errormodel }
     DADA2_DENOISING ( ch_derep_errormodel.dump(tag: 'into_denoising')  )
-    ch_versions = ch_versions.mix(DADA2_DENOISING.out.versions.first())
+    ch_versions = ch_versions.mix(DADA2_DENOISING.out.versions)
 
     DADA2_RMCHIMERA ( DADA2_DENOISING.out.seqtab )
+    ch_versions = ch_versions.mix(DADA2_RMCHIMERA.out.versions)
 
     //group by sequencing run & group by meta
     DADA2_PREPROCESSING.out.logs
@@ -409,16 +412,19 @@ workflow AMPLISEQ {
         .join( DADA2_RMCHIMERA.out.rds )
         .set { ch_track_numbers }
     DADA2_STATS ( ch_track_numbers )
+    ch_versions = ch_versions.mix(DADA2_STATS.out.versions)
 
     //merge if several runs, otherwise just publish
     DADA2_MERGE (
         DADA2_STATS.out.stats.map { meta, stats -> stats }.collect(),
         DADA2_RMCHIMERA.out.rds.map { meta, rds -> rds }.collect() )
+    ch_versions = ch_versions.mix(DADA2_MERGE.out.versions)
 
     //merge cutadapt_summary and dada_stats files
     if (!params.skip_cutadapt) {
         MERGE_STATS_STD (CUTADAPT_WORKFLOW.out.summary, DADA2_MERGE.out.dada2stats)
         ch_stats = MERGE_STATS_STD.out.tsv
+        ch_versions = ch_versions.mix(MERGE_STATS_STD.out.versions)
     } else {
         ch_stats = DADA2_MERGE.out.dada2stats
     }
@@ -475,9 +481,9 @@ workflow AMPLISEQ {
                     meta.id = "ASV_post_clustering"
                     [ meta, fasta ] }
         VSEARCH_CLUSTER ( ch_fasta_for_clustering )
-        ch_versions = ch_versions.mix(VSEARCH_CLUSTER.out.versions.ifEmpty(null))
+        ch_versions = ch_versions.mix(VSEARCH_CLUSTER.out.versions)
         FILTER_CLUSTERS ( VSEARCH_CLUSTER.out.clusters, ch_dada2_asv )
-        ch_versions = ch_versions.mix(FILTER_CLUSTERS.out.versions.ifEmpty(null))
+        ch_versions = ch_versions.mix(FILTER_CLUSTERS.out.versions)
         ch_dada2_fasta = FILTER_CLUSTERS.out.fasta
         ch_dada2_asv = FILTER_CLUSTERS.out.asv
     }
@@ -488,6 +494,7 @@ workflow AMPLISEQ {
     if ( params.input_fasta ) {
         FORMAT_FASTAINPUT( ch_input_fasta )
         ch_unfiltered_fasta = FORMAT_FASTAINPUT.out.fasta
+        ch_versions = ch_versions.mix(FORMAT_FASTAINPUT.out.versions)
     } else {
         ch_unfiltered_fasta = ch_dada2_fasta
     }
@@ -497,16 +504,19 @@ workflow AMPLISEQ {
     //
     if ( !params.skip_barrnap && params.filter_ssu && !params.multiregion ) {
         BARRNAP ( ch_unfiltered_fasta )
+        ch_versions = ch_versions.mix(BARRNAP.out.versions)
         BARRNAPSUMMARY ( BARRNAP.out.gff.collect() )
+        ch_versions = ch_versions.mix(BARRNAPSUMMARY.out.versions)
         BARRNAPSUMMARY.out.warning.subscribe {
             if ( it.baseName.toString().startsWith("WARNING") ) {
                 error("Barrnap could not identify any rRNA in the ASV sequences! This will result in all sequences being removed with SSU filtering.")
             }
         }
         ch_barrnapsummary = BARRNAPSUMMARY.out.summary
-        ch_versions = ch_versions.mix(BARRNAP.out.versions.ifEmpty(null))
         FILTER_SSU ( ch_unfiltered_fasta, ch_dada2_asv.ifEmpty( [] ), BARRNAPSUMMARY.out.summary )
+        ch_versions = ch_versions.mix(FILTER_SSU.out.versions)
         MERGE_STATS_FILTERSSU ( ch_stats, FILTER_SSU.out.stats )
+        ch_versions = ch_versions.mix(MERGE_STATS_FILTERSSU.out.versions)
         ch_stats = MERGE_STATS_FILTERSSU.out.tsv
         ch_dada2_fasta = FILTER_SSU.out.fasta
         ch_dada2_asv = FILTER_SSU.out.asv
@@ -515,7 +525,8 @@ workflow AMPLISEQ {
         BARRNAPSUMMARY ( BARRNAP.out.gff.collect() )
         BARRNAPSUMMARY.out.warning.subscribe { if ( it.baseName.toString().startsWith("WARNING") ) log.warn "Barrnap could not identify any rRNA in the ASV sequences. We recommended to use the --skip_barrnap option for these sequences." }
         ch_barrnapsummary = BARRNAPSUMMARY.out.summary
-        ch_versions = ch_versions.mix(BARRNAP.out.versions.ifEmpty(null))
+        ch_versions = ch_versions.mix(BARRNAP.out.versions)
+        ch_versions = ch_versions.mix(BARRNAPSUMMARY.out.versions)
         ch_dada2_fasta = ch_unfiltered_fasta
     } else {
         ch_barrnapsummary = Channel.empty()
@@ -527,7 +538,7 @@ workflow AMPLISEQ {
     //
     if ( (params.min_len_asv || params.max_len_asv) && !params.multiregion ) {
         FILTER_LEN_ASV ( ch_dada2_fasta, ch_dada2_asv.ifEmpty( [] ) )
-        ch_versions = ch_versions.mix(FILTER_LEN_ASV.out.versions.ifEmpty(null))
+        ch_versions = ch_versions.mix(FILTER_LEN_ASV.out.versions)
         MERGE_STATS_FILTERLENASV ( ch_stats, FILTER_LEN_ASV.out.stats )
         ch_stats = MERGE_STATS_FILTERLENASV.out.tsv
         ch_dada2_fasta = FILTER_LEN_ASV.out.fasta
@@ -541,8 +552,9 @@ workflow AMPLISEQ {
     //
     if ( params.filter_codons && !params.multiregion ) {
         FILTER_CODONS ( ch_dada2_fasta, ch_dada2_asv.ifEmpty( [] ) )
-        ch_versions = ch_versions.mix(FILTER_CODONS.out.versions.ifEmpty(null))
+        ch_versions = ch_versions.mix(FILTER_CODONS.out.versions)
         MERGE_STATS_CODONS( ch_stats, FILTER_CODONS.out.stats )
+        ch_versions = ch_versions.mix(MERGE_STATS_CODONS.out.versions)
         ch_stats = MERGE_STATS_CODONS.out.tsv
         ch_dada2_fasta = FILTER_CODONS.out.fasta
         ch_dada2_asv = FILTER_CODONS.out.asv
@@ -567,7 +579,7 @@ workflow AMPLISEQ {
             outfile =  params.its_partial ? "ASV_ITS_seqs.ITS2.full_and_partial.fasta" : "ASV_ITS_seqs.ITS2.fasta"
         }
         ITSX_CUTASV ( ch_full_fasta, outfile )
-        ch_versions = ch_versions.mix(ITSX_CUTASV.out.versions.ifEmpty(null))
+        ch_versions = ch_versions.mix(ITSX_CUTASV.out.versions)
         FILTER_LEN_ITSX ( ITSX_CUTASV.out.fasta, [] )
         ch_fasta = FILTER_LEN_ITSX.out.fasta
     }
@@ -581,6 +593,7 @@ workflow AMPLISEQ {
         if (!params.dada_ref_tax_custom) {
             //standard ref taxonomy input from conf/ref_databases.config
             FORMAT_TAXONOMY ( ch_dada_ref_taxonomy.collect(), val_dada_ref_taxonomy )
+            ch_versions = ch_versions.mix(FORMAT_TAXONOMY.out.versions)
             ch_assigntax = FORMAT_TAXONOMY.out.assigntax
             ch_addspecies = FORMAT_TAXONOMY.out.addspecies
         }
@@ -664,7 +677,7 @@ workflow AMPLISEQ {
             ch_fasta,
             ch_qiime_classifier
         )
-        ch_versions = ch_versions.mix( QIIME2_TAXONOMY.out.versions.ifEmpty(null) ) //usually a .first() is here, dont know why this leads here to a warning
+        ch_versions = ch_versions.mix( QIIME2_TAXONOMY.out.versions )
         ch_qiime2_tax = QIIME2_TAXONOMY.out.tsv
         ch_tax_for_phyloseq = ch_tax_for_phyloseq.mix ( PHYLOSEQ_INTAX_QIIME2 ( ch_qiime2_tax ).tsv.map { it = [ "qiime2", file(it) ] } )
     } else {
@@ -677,11 +690,14 @@ workflow AMPLISEQ {
     if ( run_qiime2 ) {
         // Import ASV abundance table and sequences into QIIME2
         QIIME2_INASV ( ch_dada2_asv )
+        ch_versions = ch_versions.mix( QIIME2_INASV.out.versions )
         QIIME2_INSEQ ( ch_fasta )
+        ch_versions = ch_versions.mix( QIIME2_INSEQ.out.versions )
 
         // Import phylogenetic tree into QIIME2
         if ( params.pplace_tree ) {
             ch_tree = QIIME2_INTREE ( FASTA_NEWICK_EPANG_GAPPA.out.grafted_phylogeny ).qza
+            ch_versions = ch_versions.mix( QIIME2_INTREE.out.versions )
         } else if (params.multiregion) {
             ch_tree = SIDLE_WF.out.tree_qza
         } else { ch_tree = [] }
@@ -734,10 +750,13 @@ workflow AMPLISEQ {
                 params.min_samples,
                 params.exclude_taxa
             )
+            ch_versions = ch_versions.mix( QIIME2_TABLEFILTERTAXA.out.versions )
             QIIME2_SEQFILTERTABLE ( QIIME2_TABLEFILTERTAXA.out.qza, QIIME2_INSEQ.out.qza )
+            ch_versions = ch_versions.mix( QIIME2_SEQFILTERTABLE.out.versions )
             FILTER_STATS ( ch_dada2_asv, QIIME2_TABLEFILTERTAXA.out.tsv )
             ch_versions = ch_versions.mix( FILTER_STATS.out.versions.ifEmpty(null) )
             MERGE_STATS_FILTERTAXA (ch_stats, FILTER_STATS.out.tsv)
+            ch_versions = ch_versions.mix( MERGE_STATS_FILTERTAXA.out.versions )
             ch_asv = QIIME2_TABLEFILTERTAXA.out.qza
             ch_seq = QIIME2_SEQFILTERTABLE.out.qza
             ch_tsv = QIIME2_TABLEFILTERTAXA.out.tsv
@@ -749,29 +768,35 @@ workflow AMPLISEQ {
         //Export various ASV tables
         if (!params.skip_abundance_tables) {
             QIIME2_EXPORT ( ch_asv, ch_seq, ch_tax, ch_qiime2_tax, ch_dada2_tax, ch_pplace_tax, ch_sintax_tax, tax_agglom_min, tax_agglom_max )
+            ch_versions = ch_versions.mix( QIIME2_EXPORT.out.versions )
         }
 
         if (!params.skip_barplot) {
             QIIME2_BARPLOT ( ch_metadata, ch_asv, ch_tax, '' )
+            ch_versions = ch_versions.mix( QIIME2_BARPLOT.out.versions )
         }
 
         if (params.metadata_category_barplot) {
             QIIME2_BARPLOTAVG ( ch_metadata, QIIME2_EXPORT.out.rel_tsv, ch_tax, params.metadata_category_barplot )
+            ch_versions = ch_versions.mix( QIIME2_BARPLOTAVG.out.versions )
         }
 
         //Select metadata categories for diversity analysis & ancom
         if (params.metadata_category) {
             ch_metacolumn_all = Channel.fromList(params.metadata_category.tokenize(','))
             METADATA_PAIRWISE ( ch_metadata ).category.set { ch_metacolumn_pairwise }
+            ch_versions = ch_versions.mix( METADATA_PAIRWISE.out.versions )
             ch_metacolumn_pairwise = ch_metacolumn_pairwise.splitCsv().flatten()
             ch_metacolumn_pairwise = ch_metacolumn_all.join(ch_metacolumn_pairwise)
         } else if (!params.skip_ancom || !params.skip_diversity_indices) {
             METADATA_ALL ( ch_metadata ).category.set { ch_metacolumn_all }
+            ch_versions = ch_versions.mix( METADATA_ALL.out.versions )
             //return empty channel if no appropriate column was found
             ch_metacolumn_all.branch { passed: it != "" }.set { result }
             ch_metacolumn_all = result.passed
             ch_metacolumn_all = ch_metacolumn_all.splitCsv().flatten()
             METADATA_PAIRWISE ( ch_metadata ).category.set { ch_metacolumn_pairwise }
+            ch_versions = ch_versions.mix( METADATA_PAIRWISE.out.versions )
             ch_metacolumn_pairwise = ch_metacolumn_pairwise.splitCsv().flatten()
         } else {
             ch_metacolumn_all = Channel.empty()
@@ -792,6 +817,7 @@ workflow AMPLISEQ {
                 params.skip_diversity_indices,
                 params.diversity_rarefaction_depth
             )
+            ch_versions = ch_versions.mix( QIIME2_DIVERSITY.out.versions )
         }
 
         //Perform ANCOM tests
@@ -804,6 +830,7 @@ workflow AMPLISEQ {
                 tax_agglom_min,
                 tax_agglom_max
             )
+            ch_versions = ch_versions.mix( QIIME2_ANCOM.out.versions )
         }
     } else {
         ch_tsv = ch_dada2_asv

From 63a07079f7d5dd0ecb27bedf0dd529508b3e5de2 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 26 Mar 2024 12:59:18 +0100
Subject: [PATCH 072/101] update CHANGELOG

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

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 673f5823..7e32eb5c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,6 +12,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Changed`
 
+- [#719](https://github.com/nf-core/ampliseq/pull/719) - Versions of all (instead of selected) processes are now exported to `pipeline_info/software_versions.yml`
+
 ### `Fixed`
 
 - [#697](https://github.com/nf-core/ampliseq/pull/697),[#699](https://github.com/nf-core/ampliseq/pull/699),[#713](https://github.com/nf-core/ampliseq/pull/713) - Template update for nf-core/tools version 2.13.1

From 7932b848383ef7b9ef8ddd85660423a847529b96 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 26 Mar 2024 13:17:37 +0100
Subject: [PATCH 073/101] update nf-core modules

---
 modules.json                                  |  12 +-
 modules/nf-core/cutadapt/environment.yml      |   7 +
 modules/nf-core/cutadapt/main.nf              |   7 +-
 modules/nf-core/cutadapt/meta.yml             |   3 +
 modules/nf-core/cutadapt/tests/main.nf.test   |  69 +++
 .../nf-core/cutadapt/tests/main.nf.test.snap  |  46 ++
 .../nf-core/cutadapt/tests/nextflow.config    |   7 +
 modules/nf-core/cutadapt/tests/tags.yml       |   2 +
 .../nf-core/kraken2/kraken2/environment.yml   |   8 +
 modules/nf-core/kraken2/kraken2/main.nf       |  29 +-
 modules/nf-core/kraken2/kraken2/meta.yml      |   3 +
 .../kraken2/kraken2/tests/main.nf.test        | 143 +++++
 .../kraken2/kraken2/tests/main.nf.test.snap   |  62 +++
 .../nf-core/kraken2/kraken2/tests/tags.yml    |   3 +
 modules/nf-core/untar/environment.yml         |  11 +
 modules/nf-core/untar/main.nf                 |   2 +-
 modules/nf-core/untar/meta.yml                |   5 +
 modules/nf-core/untar/tests/main.nf.test      |  47 ++
 modules/nf-core/untar/tests/main.nf.test.snap |  42 ++
 modules/nf-core/untar/tests/tags.yml          |   2 +
 .../nf-core/vsearch/cluster/environment.yml   |   8 +
 modules/nf-core/vsearch/cluster/main.nf       |   2 +-
 modules/nf-core/vsearch/cluster/meta.yml      |   5 +-
 .../vsearch/cluster/tests/main.nf.test        | 132 +++++
 .../vsearch/cluster/tests/main.nf.test.snap   | 487 ++++++++++++++++++
 .../cluster/tests/nextflow_fast.config        |   7 +
 .../cluster/tests/nextflow_size.config        |   7 +
 .../cluster/tests/nextflow_smallmem.config    |   7 +
 .../cluster/tests/nextflow_unoise.config      |   7 +
 .../cluster/tests/nextflow_userout.config     |   7 +
 .../nf-core/vsearch/cluster/tests/tags.yml    |   2 +
 .../nf-core/vsearch/sintax/environment.yml    |   7 +
 modules/nf-core/vsearch/sintax/main.nf        |   2 +-
 modules/nf-core/vsearch/sintax/meta.yml       |   6 +-
 .../vsearch/usearchglobal/environment.yml     |   7 +
 modules/nf-core/vsearch/usearchglobal/main.nf |   2 +-
 .../nf-core/vsearch/usearchglobal/meta.yml    |   6 +-
 37 files changed, 1186 insertions(+), 25 deletions(-)
 create mode 100644 modules/nf-core/cutadapt/environment.yml
 create mode 100644 modules/nf-core/cutadapt/tests/main.nf.test
 create mode 100644 modules/nf-core/cutadapt/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/cutadapt/tests/nextflow.config
 create mode 100644 modules/nf-core/cutadapt/tests/tags.yml
 create mode 100644 modules/nf-core/kraken2/kraken2/environment.yml
 create mode 100644 modules/nf-core/kraken2/kraken2/tests/main.nf.test
 create mode 100644 modules/nf-core/kraken2/kraken2/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/kraken2/kraken2/tests/tags.yml
 create mode 100644 modules/nf-core/untar/environment.yml
 create mode 100644 modules/nf-core/untar/tests/main.nf.test
 create mode 100644 modules/nf-core/untar/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/untar/tests/tags.yml
 create mode 100644 modules/nf-core/vsearch/cluster/environment.yml
 create mode 100644 modules/nf-core/vsearch/cluster/tests/main.nf.test
 create mode 100644 modules/nf-core/vsearch/cluster/tests/main.nf.test.snap
 create mode 100644 modules/nf-core/vsearch/cluster/tests/nextflow_fast.config
 create mode 100644 modules/nf-core/vsearch/cluster/tests/nextflow_size.config
 create mode 100644 modules/nf-core/vsearch/cluster/tests/nextflow_smallmem.config
 create mode 100644 modules/nf-core/vsearch/cluster/tests/nextflow_unoise.config
 create mode 100644 modules/nf-core/vsearch/cluster/tests/nextflow_userout.config
 create mode 100644 modules/nf-core/vsearch/cluster/tests/tags.yml
 create mode 100644 modules/nf-core/vsearch/sintax/environment.yml
 create mode 100644 modules/nf-core/vsearch/usearchglobal/environment.yml

diff --git a/modules.json b/modules.json
index 69eb91ff..25961c13 100644
--- a/modules.json
+++ b/modules.json
@@ -7,7 +7,7 @@
                 "nf-core": {
                     "cutadapt": {
                         "branch": "master",
-                        "git_sha": "0efbaeb95c58da5a1096c99b5e919bc0c99cc952",
+                        "git_sha": "6618151ed69274863dc6fe6d2920afa90abaca1f",
                         "installed_by": ["modules"]
                     },
                     "epang/place": {
@@ -62,7 +62,7 @@
                     },
                     "kraken2/kraken2": {
                         "branch": "master",
-                        "git_sha": "603ecbd9f45300c9788f197d2a15a005685b4220",
+                        "git_sha": "653218e79ffa76fde20319e9062f8b8da5cf7555",
                         "installed_by": ["modules"],
                         "patch": "modules/nf-core/kraken2/kraken2/kraken2-kraken2.diff"
                     },
@@ -83,22 +83,22 @@
                     },
                     "untar": {
                         "branch": "master",
-                        "git_sha": "d0b4fc03af52a1cc8c6fb4493b921b57352b1dd8",
+                        "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
                         "installed_by": ["modules"]
                     },
                     "vsearch/cluster": {
                         "branch": "master",
-                        "git_sha": "89945ea085b94d3413013b6c82e2633b5184f24d",
+                        "git_sha": "d97b335eb448073c1b680710303c02a55f40c77c",
                         "installed_by": ["modules"]
                     },
                     "vsearch/sintax": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
                         "installed_by": ["modules"]
                     },
                     "vsearch/usearchglobal": {
                         "branch": "master",
-                        "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
+                        "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
                         "installed_by": ["modules"]
                     }
                 }
diff --git a/modules/nf-core/cutadapt/environment.yml b/modules/nf-core/cutadapt/environment.yml
new file mode 100644
index 00000000..288ea6f0
--- /dev/null
+++ b/modules/nf-core/cutadapt/environment.yml
@@ -0,0 +1,7 @@
+name: cutadapt
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::cutadapt=4.6
diff --git a/modules/nf-core/cutadapt/main.nf b/modules/nf-core/cutadapt/main.nf
index 60bd648a..3d3e5716 100644
--- a/modules/nf-core/cutadapt/main.nf
+++ b/modules/nf-core/cutadapt/main.nf
@@ -2,10 +2,10 @@ process CUTADAPT {
     tag "$meta.id"
     label 'process_medium'
 
-    conda "bioconda::cutadapt=3.4"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/cutadapt:3.4--py39h38f01e4_1' :
-        'biocontainers/cutadapt:3.4--py39h38f01e4_1' }"
+        'https://depot.galaxyproject.org/singularity/cutadapt:4.6--py39hf95cd2a_1' :
+        'biocontainers/cutadapt:4.6--py39hf95cd2a_1' }"
 
     input:
     tuple val(meta), path(reads)
@@ -24,6 +24,7 @@ process CUTADAPT {
     def trimmed  = meta.single_end ? "-o ${prefix}.trim.fastq.gz" : "-o ${prefix}_1.trim.fastq.gz -p ${prefix}_2.trim.fastq.gz"
     """
     cutadapt \\
+        -Z \\
         --cores $task.cpus \\
         $args \\
         $trimmed \\
diff --git a/modules/nf-core/cutadapt/meta.yml b/modules/nf-core/cutadapt/meta.yml
index 768bac3a..5ecfe27a 100644
--- a/modules/nf-core/cutadapt/meta.yml
+++ b/modules/nf-core/cutadapt/meta.yml
@@ -44,3 +44,6 @@ output:
 authors:
   - "@drpatelh"
   - "@kevinmenden"
+maintainers:
+  - "@drpatelh"
+  - "@kevinmenden"
diff --git a/modules/nf-core/cutadapt/tests/main.nf.test b/modules/nf-core/cutadapt/tests/main.nf.test
new file mode 100644
index 00000000..b7ea6ef9
--- /dev/null
+++ b/modules/nf-core/cutadapt/tests/main.nf.test
@@ -0,0 +1,69 @@
+nextflow_process {
+
+    name "Test Process CUTADAPT"
+    script "../main.nf"
+    process "CUTADAPT"
+    tag "modules"
+    tag "modules_nfcore"
+    tag "cutadapt"
+
+    test("sarscov2 Illumina single end [fastq]") {
+
+        when {
+            params {
+                outdir   = "$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 },
+                { assert process.out.reads != null },
+                { assert process.out.reads.get(0).get(1) ==~ ".*.trim.fastq.gz" },
+                { assert snapshot(process.out.versions).match("versions_single_end") },
+                { assert snapshot(path(process.out.reads.get(0).get(1)).linesGzip[0]).match() }
+            )
+        }
+    }
+
+    test("sarscov2 Illumina paired-end [fastq]") {
+
+        when {
+            params {
+                outdir   = "$outputDir"
+            }
+            process {
+                """
+                input[0] = [
+                    [ id: 'test', single_end:false ],
+                    [
+                        file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true),
+                        file(params.test_data['sarscov2']['illumina']['test_2_fastq_gz'], checkIfExists: true)
+                    ]
+                ]
+                """
+            }
+        }
+
+        then {
+            assertAll (
+                { assert process.success },
+                { assert process.out.reads != null },
+                { assert process.out.reads.get(0).get(1).get(0) ==~ ".*.1.trim.fastq.gz" },
+                { assert process.out.reads.get(0).get(1).get(1) ==~ ".*.2.trim.fastq.gz" },
+                { assert snapshot(path(process.out.reads.get(0).get(1).get(1)).linesGzip[0]).match() },
+                { assert snapshot(process.out.versions).match("versions_paired_end") }
+            )
+        }
+    }
+}
diff --git a/modules/nf-core/cutadapt/tests/main.nf.test.snap b/modules/nf-core/cutadapt/tests/main.nf.test.snap
new file mode 100644
index 00000000..3df7389e
--- /dev/null
+++ b/modules/nf-core/cutadapt/tests/main.nf.test.snap
@@ -0,0 +1,46 @@
+{
+    "sarscov2 Illumina single end [fastq]": {
+        "content": [
+            "@ERR5069949.2151832 NS500628:121:HK3MMAFX2:2:21208:10793:15304/1"
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-03-06T10:27:15.235936866"
+    },
+    "sarscov2 Illumina paired-end [fastq]": {
+        "content": [
+            "@ERR5069949.2151832 NS500628:121:HK3MMAFX2:2:21208:10793:15304/2"
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-03-06T10:27:24.38468252"
+    },
+    "versions_paired_end": {
+        "content": [
+            [
+                "versions.yml:md5,bc9892c68bfa7084ec5dbffbb9e8322f"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-03-06T10:27:24.38799189"
+    },
+    "versions_single_end": {
+        "content": [
+            [
+                "versions.yml:md5,bc9892c68bfa7084ec5dbffbb9e8322f"
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-03-06T10:27:15.219246449"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/cutadapt/tests/nextflow.config b/modules/nf-core/cutadapt/tests/nextflow.config
new file mode 100644
index 00000000..6c3b4253
--- /dev/null
+++ b/modules/nf-core/cutadapt/tests/nextflow.config
@@ -0,0 +1,7 @@
+process {
+
+    withName: CUTADAPT {
+        ext.args = '-q 25'
+    }
+
+}
diff --git a/modules/nf-core/cutadapt/tests/tags.yml b/modules/nf-core/cutadapt/tests/tags.yml
new file mode 100644
index 00000000..f64f9975
--- /dev/null
+++ b/modules/nf-core/cutadapt/tests/tags.yml
@@ -0,0 +1,2 @@
+cutadapt:
+  - modules/nf-core/cutadapt/**
diff --git a/modules/nf-core/kraken2/kraken2/environment.yml b/modules/nf-core/kraken2/kraken2/environment.yml
new file mode 100644
index 00000000..63be419b
--- /dev/null
+++ b/modules/nf-core/kraken2/kraken2/environment.yml
@@ -0,0 +1,8 @@
+name: kraken2_kraken2
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::kraken2=2.1.2
+  - conda-forge::pigz=2.6
diff --git a/modules/nf-core/kraken2/kraken2/main.nf b/modules/nf-core/kraken2/kraken2/main.nf
index 1afdcfbe..1c97f9ba 100644
--- a/modules/nf-core/kraken2/kraken2/main.nf
+++ b/modules/nf-core/kraken2/kraken2/main.nf
@@ -2,7 +2,7 @@ process KRAKEN2_KRAKEN2 {
     tag "$meta.id"
     label 'process_high'
 
-    conda "bioconda::kraken2=2.1.2 conda-forge::pigz=2.6"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/mulled-v2-5799ab18b5fc681e75923b2450abaa969907ec98:87fc08d11968d081f3e8a37131c1f1f6715b6542-0' :
         'biocontainers/mulled-v2-5799ab18b5fc681e75923b2450abaa969907ec98:87fc08d11968d081f3e8a37131c1f1f6715b6542-0' }"
@@ -54,4 +54,31 @@ process KRAKEN2_KRAKEN2 {
         pigz: \$( pigz --version 2>&1 | sed 's/pigz //g' )
     END_VERSIONS
     """
+
+    stub:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    def paired       = meta.single_end ? "" : "--paired"
+    def classified   = meta.single_end ? "${prefix}.classified.fastq.gz"   : "${prefix}.classified_1.fastq.gz ${prefix}.classified_2.fastq.gz"
+    def unclassified = meta.single_end ? "${prefix}.unclassified.fastq.gz" : "${prefix}.unclassified_1.fastq.gz ${prefix}.unclassified_2.fastq.gz"
+    def readclassification_option = save_reads_assignment ? "--output ${prefix}.kraken2.classifiedreads.txt" : "--output /dev/null"
+    def compress_reads_command = save_output_fastqs ? "pigz -p $task.cpus *.fastq" : ""
+
+    """
+    touch ${prefix}.kraken2.report.txt
+    if [ "$save_output_fastqs" == "true" ]; then
+        touch $classified
+        touch $unclassified
+    fi
+    if [ "$save_reads_assignment" == "true" ]; then
+        touch ${prefix}.kraken2.classifiedreads.txt
+    fi
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        kraken2: \$(echo \$(kraken2 --version 2>&1) | sed 's/^.*Kraken version //; s/ .*\$//')
+        pigz: \$( pigz --version 2>&1 | sed 's/pigz //g' )
+    END_VERSIONS
+    """
+
 }
diff --git a/modules/nf-core/kraken2/kraken2/meta.yml b/modules/nf-core/kraken2/kraken2/meta.yml
index 4721f45b..7909ffe7 100644
--- a/modules/nf-core/kraken2/kraken2/meta.yml
+++ b/modules/nf-core/kraken2/kraken2/meta.yml
@@ -73,3 +73,6 @@ output:
 authors:
   - "@joseespinosa"
   - "@drpatelh"
+maintainers:
+  - "@joseespinosa"
+  - "@drpatelh"
diff --git a/modules/nf-core/kraken2/kraken2/tests/main.nf.test b/modules/nf-core/kraken2/kraken2/tests/main.nf.test
new file mode 100644
index 00000000..4c513021
--- /dev/null
+++ b/modules/nf-core/kraken2/kraken2/tests/main.nf.test
@@ -0,0 +1,143 @@
+nextflow_process {
+    name "Test Process KRAKEN2_KRAKEN2"
+    script "../main.nf"
+    process "KRAKEN2_KRAKEN2"
+    tag "modules"
+    tag "modules_nfcore"
+    tag "untar"
+    tag "kraken2"
+    tag "kraken2/kraken2"
+
+    setup {
+        run("UNTAR") {
+            script "modules/nf-core/untar/main.nf"
+            process {
+                """
+                input[0] = Channel.of([
+                    [],
+                    file(
+                        params.test_data['sarscov2']['genome']['kraken2_tar_gz'],
+                        checkIfExists: true
+                    )
+                ])
+                """
+            }
+        }
+    }
+
+    test("sarscov2 illumina single end [fastq]") {
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test', single_end:true ], // meta map
+                    [ file(
+                        params.test_data['sarscov2']['illumina']['test_1_fastq_gz'],
+                        checkIfExists: true
+                    )]
+                ]
+                input[1] = UNTAR.out.untar.map{ it[1] }
+                input[2] = true
+                input[3] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+            { assert process.success },
+            { assert snapshot(
+                    process.out.report,
+                    process.out.versions,
+                ).match()
+            },
+            { assert process.out.classified_reads_fastq.get(0).get(1) ==~ ".*/test.classified.fastq.gz" },
+            { assert process.out.unclassified_reads_fastq.get(0).get(1) ==~ ".*/test.unclassified.fastq.gz" },
+            )
+        }
+    }
+
+    test("sarscov2 illumina paired end [fastq]") {
+        when {
+            params {
+                outdir   = "$outputDir"
+            }
+
+            process {
+                """
+                input[0] = [
+                    [ id:'test', single_end:false ], // meta map
+                    [
+                        file(
+                            params.test_data['sarscov2']['illumina']['test_1_fastq_gz'],
+                            checkIfExists: true
+                        ),
+                        file(
+                            params.test_data['sarscov2']['illumina']['test_2_fastq_gz'],
+                            checkIfExists: true
+                        )
+
+                    ]
+                ]
+                input[1] = UNTAR.out.untar.map{ it[1] }
+                input[2] = true
+                input[3] = false
+                """
+            }
+        }
+
+        then {
+            assertAll(
+            { assert process.success },
+            { assert snapshot(
+                    process.out.report,
+                    process.out.versions,
+                ).match()
+            },
+            { assert process.out.classified_reads_fastq.get(0).get(1).get(0)
+                ==~ ".*/test.classified_1.fastq.gz" },
+            { assert process.out.classified_reads_fastq.get(0).get(1).get(1)
+                ==~ ".*/test.classified_2.fastq.gz" },
+            { assert process.out.unclassified_reads_fastq.get(0).get(1).get(0)
+                ==~ ".*/test.unclassified_1.fastq.gz" },
+            { assert process.out.unclassified_reads_fastq.get(0).get(1).get(1)
+                ==~ ".*/test.unclassified_2.fastq.gz" },
+            )
+        }
+    }
+
+    test("sarscov2 illumina single end [fastq] + save_reads_assignment") {
+        when {
+            params {
+                outdir   = "$outputDir"
+            }
+
+            process {
+                """
+                input[0] = [
+                    [ id:'test', single_end:true ], // meta map
+                    [ file(
+                        params.test_data['sarscov2']['illumina']['test_1_fastq_gz'],
+                        checkIfExists: true
+                    )]
+                ]
+                input[1] = UNTAR.out.untar.map{ it[1] }
+                input[2] = false
+                input[3] = true
+                """
+            }
+        }
+
+        then {
+            assertAll(
+            { assert process.success },
+            { assert snapshot(
+                    process.out.report,
+                    process.out.classified_reads_assignment,
+                    process.out.versions,
+                ).match()
+            },
+            )
+        }
+    }
+}
diff --git a/modules/nf-core/kraken2/kraken2/tests/main.nf.test.snap b/modules/nf-core/kraken2/kraken2/tests/main.nf.test.snap
new file mode 100644
index 00000000..c1bdd0c6
--- /dev/null
+++ b/modules/nf-core/kraken2/kraken2/tests/main.nf.test.snap
@@ -0,0 +1,62 @@
+{
+    "sarscov2 illumina single end [fastq]": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": true
+                    },
+                    "test.kraken2.report.txt:md5,4227755fe40478b8d7dc8634b489761e"
+                ]
+            ],
+            [
+                "versions.yml:md5,bcb3e2520685846df02bb27cc6b1794b"
+            ]
+        ],
+        "timestamp": "2023-10-25T09:01:29.775797"
+    },
+    "sarscov2 illumina paired end [fastq]": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": false
+                    },
+                    "test.kraken2.report.txt:md5,4227755fe40478b8d7dc8634b489761e"
+                ]
+            ],
+            [
+                "versions.yml:md5,bcb3e2520685846df02bb27cc6b1794b"
+            ]
+        ],
+        "timestamp": "2023-10-25T09:01:37.025389"
+    },
+    "sarscov2 illumina single end [fastq] + save_reads_assignment": {
+        "content": [
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": true
+                    },
+                    "test.kraken2.report.txt:md5,4227755fe40478b8d7dc8634b489761e"
+                ]
+            ],
+            [
+                [
+                    {
+                        "id": "test",
+                        "single_end": true
+                    },
+                    "test.kraken2.classifiedreads.txt:md5,e7a90531f0d8d777316515c36fe4cae0"
+                ]
+            ],
+            [
+                "versions.yml:md5,bcb3e2520685846df02bb27cc6b1794b"
+            ]
+        ],
+        "timestamp": "2023-10-25T09:01:45.775262"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/kraken2/kraken2/tests/tags.yml b/modules/nf-core/kraken2/kraken2/tests/tags.yml
new file mode 100644
index 00000000..9ebfd7ab
--- /dev/null
+++ b/modules/nf-core/kraken2/kraken2/tests/tags.yml
@@ -0,0 +1,3 @@
+kraken2/kraken2:
+  - modules/nf-core/kraken2/kraken2/**
+  - modules/nf-core/untar/**
diff --git a/modules/nf-core/untar/environment.yml b/modules/nf-core/untar/environment.yml
new file mode 100644
index 00000000..0c9cbb10
--- /dev/null
+++ b/modules/nf-core/untar/environment.yml
@@ -0,0 +1,11 @@
+name: untar
+
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+
+dependencies:
+  - conda-forge::grep=3.11
+  - conda-forge::sed=4.7
+  - conda-forge::tar=1.34
diff --git a/modules/nf-core/untar/main.nf b/modules/nf-core/untar/main.nf
index 61461c39..8a75bb95 100644
--- a/modules/nf-core/untar/main.nf
+++ b/modules/nf-core/untar/main.nf
@@ -2,7 +2,7 @@ process UNTAR {
     tag "$archive"
     label 'process_single'
 
-    conda "conda-forge::sed=4.7 conda-forge::grep=3.11 conda-forge::tar=1.34"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/ubuntu:20.04' :
         'nf-core/ubuntu:20.04' }"
diff --git a/modules/nf-core/untar/meta.yml b/modules/nf-core/untar/meta.yml
index db241a6e..a9a2110f 100644
--- a/modules/nf-core/untar/meta.yml
+++ b/modules/nf-core/untar/meta.yml
@@ -39,3 +39,8 @@ authors:
   - "@drpatelh"
   - "@matthdsm"
   - "@jfy133"
+maintainers:
+  - "@joseespinosa"
+  - "@drpatelh"
+  - "@matthdsm"
+  - "@jfy133"
diff --git a/modules/nf-core/untar/tests/main.nf.test b/modules/nf-core/untar/tests/main.nf.test
new file mode 100644
index 00000000..2a7c97bf
--- /dev/null
+++ b/modules/nf-core/untar/tests/main.nf.test
@@ -0,0 +1,47 @@
+nextflow_process {
+
+    name "Test Process UNTAR"
+    script "../main.nf"
+    process "UNTAR"
+    tag "modules"
+    tag "modules_nfcore"
+    tag "untar"
+    test("test_untar") {
+
+        when {
+            process {
+                """
+                input[0] = [ [], file(params.modules_testdata_base_path + 'genomics/sarscov2/genome/db/kraken2.tar.gz', checkIfExists: true) ]
+                """
+            }
+        }
+
+        then {
+            assertAll (
+                { assert process.success },
+                { assert snapshot(process.out.untar).match("test_untar") },
+            )
+        }
+
+    }
+
+    test("test_untar_onlyfiles") {
+
+        when {
+            process {
+                """
+                input[0] = [ [], file(params.modules_testdata_base_path + 'generic/tar/hello.tar.gz', checkIfExists: true) ]
+                """
+            }
+        }
+
+        then {
+            assertAll (
+                { assert process.success },
+                { assert snapshot(process.out.untar).match("test_untar_onlyfiles") },
+            )
+        }
+
+    }
+
+}
diff --git a/modules/nf-core/untar/tests/main.nf.test.snap b/modules/nf-core/untar/tests/main.nf.test.snap
new file mode 100644
index 00000000..64550292
--- /dev/null
+++ b/modules/nf-core/untar/tests/main.nf.test.snap
@@ -0,0 +1,42 @@
+{
+    "test_untar_onlyfiles": {
+        "content": [
+            [
+                [
+                    [
+                        
+                    ],
+                    [
+                        "hello.txt:md5,e59ff97941044f85df5297e1c302d260"
+                    ]
+                ]
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T11:49:41.320643"
+    },
+    "test_untar": {
+        "content": [
+            [
+                [
+                    [
+                        
+                    ],
+                    [
+                        "hash.k2d:md5,8b8598468f54a7087c203ad0190555d9",
+                        "opts.k2d:md5,a033d00cf6759407010b21700938f543",
+                        "taxo.k2d:md5,094d5891cdccf2f1468088855c214b2c"
+                    ]
+                ]
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.8.4",
+            "nextflow": "23.10.1"
+        },
+        "timestamp": "2024-02-28T11:49:33.795172"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/untar/tests/tags.yml b/modules/nf-core/untar/tests/tags.yml
new file mode 100644
index 00000000..feb6f15c
--- /dev/null
+++ b/modules/nf-core/untar/tests/tags.yml
@@ -0,0 +1,2 @@
+untar:
+  - modules/nf-core/untar/**
diff --git a/modules/nf-core/vsearch/cluster/environment.yml b/modules/nf-core/vsearch/cluster/environment.yml
new file mode 100644
index 00000000..965a7fab
--- /dev/null
+++ b/modules/nf-core/vsearch/cluster/environment.yml
@@ -0,0 +1,8 @@
+name: vsearch_cluster
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::vsearch=2.21.1
+  - bioconda::samtools=1.16.1
diff --git a/modules/nf-core/vsearch/cluster/main.nf b/modules/nf-core/vsearch/cluster/main.nf
index 922207aa..23b838c6 100644
--- a/modules/nf-core/vsearch/cluster/main.nf
+++ b/modules/nf-core/vsearch/cluster/main.nf
@@ -2,7 +2,7 @@ process VSEARCH_CLUSTER {
     tag "$meta.id"
     label 'process_low'
 
-    conda "bioconda::vsearch=2.21.1 bioconda::samtools=1.16.1"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/mulled-v2-53dae514294fca7b44842b784ed85a5303ac2d80:7b3365d778c690ca79bc85aaaeb86bb39a2dec69-0':
         'biocontainers/mulled-v2-53dae514294fca7b44842b784ed85a5303ac2d80:7b3365d778c690ca79bc85aaaeb86bb39a2dec69-0' }"
diff --git a/modules/nf-core/vsearch/cluster/meta.yml b/modules/nf-core/vsearch/cluster/meta.yml
index 469eb8cd..60d64347 100644
--- a/modules/nf-core/vsearch/cluster/meta.yml
+++ b/modules/nf-core/vsearch/cluster/meta.yml
@@ -12,7 +12,6 @@ tools:
       tool_dev_url: https://github.com/torognes/vsearch
       doi: 10.7717/peerj.2584
       licence: ["GPL v3-or-later OR BSD-2-clause"]
-
 input:
   - meta:
       type: map
@@ -21,7 +20,6 @@ input:
       type: file
       description: Sequences to cluster in FASTA format
       pattern: "*.{fasta,fa,fasta.gz,fa.gz}"
-
 output:
   - meta:
       type: map
@@ -64,6 +62,7 @@ output:
       type: file
       description: File containing software versions
       pattern: "versions.yml"
-
 authors:
   - "@mirpedrol"
+maintainers:
+  - "@mirpedrol"
diff --git a/modules/nf-core/vsearch/cluster/tests/main.nf.test b/modules/nf-core/vsearch/cluster/tests/main.nf.test
new file mode 100644
index 00000000..1a376793
--- /dev/null
+++ b/modules/nf-core/vsearch/cluster/tests/main.nf.test
@@ -0,0 +1,132 @@
+nextflow_process {
+
+    name "Test Process VSEARCH_CLUSTER"
+    script "../main.nf"
+    process "VSEARCH_CLUSTER"
+
+    tag "modules"
+    tag "modules_nfcore"
+    tag "vsearch"
+    tag "vsearch/cluster"
+
+    test("sarscov2 - fastq - cluster fast") {
+
+        config './nextflow_fast.config'
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test', single_end:false ], // meta map
+                    file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true)
+                ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+
+    }
+
+    test("sarscov2 - fastq - cluster size") {
+
+        config './nextflow_size.config'
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test', single_end:false ], // meta map
+                    file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true)
+                ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+
+    }
+
+    test("sarscov2 - fastq - cluster smallmem") {
+
+        config './nextflow_smallmem.config'
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test', single_end:false ], // meta map
+                    file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true)
+                ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+
+    }
+
+    test("sarscov2 - fastq - cluster unoise") {
+
+        config './nextflow_unoise.config'
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test', single_end:false ], // meta map
+                    file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true)
+                ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+
+    }
+
+    test("sarscov2 - fastq - cluster userout") {
+
+        config './nextflow_userout.config'
+
+        when {
+            process {
+                """
+                input[0] = [
+                    [ id:'test', single_end:false ], // meta map
+                    file(params.test_data['sarscov2']['illumina']['test_1_fastq_gz'], checkIfExists: true)
+                ]
+                """
+            }
+        }
+
+        then {
+            assertAll(
+                { assert process.success },
+                { assert snapshot(process.out).match() }
+            )
+        }
+
+    }
+
+}
diff --git a/modules/nf-core/vsearch/cluster/tests/main.nf.test.snap b/modules/nf-core/vsearch/cluster/tests/main.nf.test.snap
new file mode 100644
index 00000000..cb91f4ed
--- /dev/null
+++ b/modules/nf-core/vsearch/cluster/tests/main.nf.test.snap
@@ -0,0 +1,487 @@
+{
+    "sarscov2 - fastq - cluster smallmem": {
+        "content": [
+            {
+                "0": [
+                    
+                ],
+                "1": [
+                    
+                ],
+                "10": [
+                    
+                ],
+                "11": [
+                    
+                ],
+                "12": [
+                    "versions.yml:md5,c9f7c3c0952e510ae64bf71dc85c3c0f"
+                ],
+                "2": [
+                    
+                ],
+                "3": [
+                    
+                ],
+                "4": [
+                    
+                ],
+                "5": [
+                    
+                ],
+                "6": [
+                    
+                ],
+                "7": [
+                    
+                ],
+                "8": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.centroids.fasta.gz:md5,f8a6497f29c55465df843da5c5af39ca"
+                    ]
+                ],
+                "9": [
+                    
+                ],
+                "aln": [
+                    
+                ],
+                "bam": [
+                    
+                ],
+                "biom": [
+                    
+                ],
+                "blast": [
+                    
+                ],
+                "centroids": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.centroids.fasta.gz:md5,f8a6497f29c55465df843da5c5af39ca"
+                    ]
+                ],
+                "clusters": [
+                    
+                ],
+                "mothur": [
+                    
+                ],
+                "msa": [
+                    
+                ],
+                "otu": [
+                    
+                ],
+                "out": [
+                    
+                ],
+                "profile": [
+                    
+                ],
+                "uc": [
+                    
+                ],
+                "versions": [
+                    "versions.yml:md5,c9f7c3c0952e510ae64bf71dc85c3c0f"
+                ]
+            }
+        ],
+        "timestamp": "2023-12-06T14:35:18.210433"
+    },
+    "sarscov2 - fastq - cluster userout": {
+        "content": [
+            {
+                "0": [
+                    
+                ],
+                "1": [
+                    
+                ],
+                "10": [
+                    
+                ],
+                "11": [
+                    
+                ],
+                "12": [
+                    "versions.yml:md5,c9f7c3c0952e510ae64bf71dc85c3c0f"
+                ],
+                "2": [
+                    
+                ],
+                "3": [
+                    
+                ],
+                "4": [
+                    
+                ],
+                "5": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.out.tsv.gz:md5,fb3256dd2327bf3dd4b9695394f5d5a8"
+                    ]
+                ],
+                "6": [
+                    
+                ],
+                "7": [
+                    
+                ],
+                "8": [
+                    
+                ],
+                "9": [
+                    
+                ],
+                "aln": [
+                    
+                ],
+                "bam": [
+                    
+                ],
+                "biom": [
+                    
+                ],
+                "blast": [
+                    
+                ],
+                "centroids": [
+                    
+                ],
+                "clusters": [
+                    
+                ],
+                "mothur": [
+                    
+                ],
+                "msa": [
+                    
+                ],
+                "otu": [
+                    
+                ],
+                "out": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.out.tsv.gz:md5,fb3256dd2327bf3dd4b9695394f5d5a8"
+                    ]
+                ],
+                "profile": [
+                    
+                ],
+                "uc": [
+                    
+                ],
+                "versions": [
+                    "versions.yml:md5,c9f7c3c0952e510ae64bf71dc85c3c0f"
+                ]
+            }
+        ],
+        "timestamp": "2023-12-06T14:35:27.471744"
+    },
+    "sarscov2 - fastq - cluster size": {
+        "content": [
+            {
+                "0": [
+                    
+                ],
+                "1": [
+                    
+                ],
+                "10": [
+                    
+                ],
+                "11": [
+                    
+                ],
+                "12": [
+                    "versions.yml:md5,c9f7c3c0952e510ae64bf71dc85c3c0f"
+                ],
+                "2": [
+                    
+                ],
+                "3": [
+                    
+                ],
+                "4": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.bam:md5,4359e9c250a63a887feb4e8f50555cfd"
+                    ]
+                ],
+                "5": [
+                    
+                ],
+                "6": [
+                    
+                ],
+                "7": [
+                    
+                ],
+                "8": [
+                    
+                ],
+                "9": [
+                    
+                ],
+                "aln": [
+                    
+                ],
+                "bam": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.bam:md5,4359e9c250a63a887feb4e8f50555cfd"
+                    ]
+                ],
+                "biom": [
+                    
+                ],
+                "blast": [
+                    
+                ],
+                "centroids": [
+                    
+                ],
+                "clusters": [
+                    
+                ],
+                "mothur": [
+                    
+                ],
+                "msa": [
+                    
+                ],
+                "otu": [
+                    
+                ],
+                "out": [
+                    
+                ],
+                "profile": [
+                    
+                ],
+                "uc": [
+                    
+                ],
+                "versions": [
+                    "versions.yml:md5,c9f7c3c0952e510ae64bf71dc85c3c0f"
+                ]
+            }
+        ],
+        "timestamp": "2023-12-06T14:35:13.922868"
+    },
+    "sarscov2 - fastq - cluster unoise": {
+        "content": [
+            {
+                "0": [
+                    
+                ],
+                "1": [
+                    
+                ],
+                "10": [
+                    
+                ],
+                "11": [
+                    
+                ],
+                "12": [
+                    "versions.yml:md5,c9f7c3c0952e510ae64bf71dc85c3c0f"
+                ],
+                "2": [
+                    
+                ],
+                "3": [
+                    
+                ],
+                "4": [
+                    
+                ],
+                "5": [
+                    
+                ],
+                "6": [
+                    
+                ],
+                "7": [
+                    
+                ],
+                "8": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.centroids.fasta.gz:md5,e84ed4c7d22e1b8a05400c3751c29efc"
+                    ]
+                ],
+                "9": [
+                    
+                ],
+                "aln": [
+                    
+                ],
+                "bam": [
+                    
+                ],
+                "biom": [
+                    
+                ],
+                "blast": [
+                    
+                ],
+                "centroids": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.centroids.fasta.gz:md5,e84ed4c7d22e1b8a05400c3751c29efc"
+                    ]
+                ],
+                "clusters": [
+                    
+                ],
+                "mothur": [
+                    
+                ],
+                "msa": [
+                    
+                ],
+                "otu": [
+                    
+                ],
+                "out": [
+                    
+                ],
+                "profile": [
+                    
+                ],
+                "uc": [
+                    
+                ],
+                "versions": [
+                    "versions.yml:md5,c9f7c3c0952e510ae64bf71dc85c3c0f"
+                ]
+            }
+        ],
+        "timestamp": "2023-12-06T14:35:22.849537"
+    },
+    "sarscov2 - fastq - cluster fast": {
+        "content": [
+            {
+                "0": [
+                    
+                ],
+                "1": [
+                    
+                ],
+                "10": [
+                    
+                ],
+                "11": [
+                    
+                ],
+                "12": [
+                    "versions.yml:md5,c9f7c3c0952e510ae64bf71dc85c3c0f"
+                ],
+                "2": [
+                    
+                ],
+                "3": [
+                    
+                ],
+                "4": [
+                    
+                ],
+                "5": [
+                    
+                ],
+                "6": [
+                    
+                ],
+                "7": [
+                    
+                ],
+                "8": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.centroids.fasta.gz:md5,7ce841a7bba1c14ced4e1322d73a2d1f"
+                    ]
+                ],
+                "9": [
+                    
+                ],
+                "aln": [
+                    
+                ],
+                "bam": [
+                    
+                ],
+                "biom": [
+                    
+                ],
+                "blast": [
+                    
+                ],
+                "centroids": [
+                    [
+                        {
+                            "id": "test",
+                            "single_end": false
+                        },
+                        "test.centroids.fasta.gz:md5,7ce841a7bba1c14ced4e1322d73a2d1f"
+                    ]
+                ],
+                "clusters": [
+                    
+                ],
+                "mothur": [
+                    
+                ],
+                "msa": [
+                    
+                ],
+                "otu": [
+                    
+                ],
+                "out": [
+                    
+                ],
+                "profile": [
+                    
+                ],
+                "uc": [
+                    
+                ],
+                "versions": [
+                    "versions.yml:md5,c9f7c3c0952e510ae64bf71dc85c3c0f"
+                ]
+            }
+        ],
+        "timestamp": "2023-12-06T14:35:07.719346"
+    }
+}
\ No newline at end of file
diff --git a/modules/nf-core/vsearch/cluster/tests/nextflow_fast.config b/modules/nf-core/vsearch/cluster/tests/nextflow_fast.config
new file mode 100644
index 00000000..df76a060
--- /dev/null
+++ b/modules/nf-core/vsearch/cluster/tests/nextflow_fast.config
@@ -0,0 +1,7 @@
+process {
+
+    ext.args = '--id 0.8'
+    ext.args2 = "--cluster_fast"
+    ext.args3 = "--centroids"
+
+}
diff --git a/modules/nf-core/vsearch/cluster/tests/nextflow_size.config b/modules/nf-core/vsearch/cluster/tests/nextflow_size.config
new file mode 100644
index 00000000..b650043e
--- /dev/null
+++ b/modules/nf-core/vsearch/cluster/tests/nextflow_size.config
@@ -0,0 +1,7 @@
+process {
+
+    ext.args = '--id 0.8'
+    ext.args2 = "--cluster_size"
+    ext.args3 = "--samout" // Test also sam to bam conversion
+
+}
diff --git a/modules/nf-core/vsearch/cluster/tests/nextflow_smallmem.config b/modules/nf-core/vsearch/cluster/tests/nextflow_smallmem.config
new file mode 100644
index 00000000..5e4efb8b
--- /dev/null
+++ b/modules/nf-core/vsearch/cluster/tests/nextflow_smallmem.config
@@ -0,0 +1,7 @@
+process {
+
+    ext.args = '--id 0.8 --usersort'
+    ext.args2 = "--cluster_smallmem"
+    ext.args3 = "--centroids"
+
+}
diff --git a/modules/nf-core/vsearch/cluster/tests/nextflow_unoise.config b/modules/nf-core/vsearch/cluster/tests/nextflow_unoise.config
new file mode 100644
index 00000000..96ccf725
--- /dev/null
+++ b/modules/nf-core/vsearch/cluster/tests/nextflow_unoise.config
@@ -0,0 +1,7 @@
+process {
+
+    ext.args = '--id 0.8 --minsize 1'
+    ext.args2 = "--cluster_unoise"
+    ext.args3 = "--centroids"
+
+}
diff --git a/modules/nf-core/vsearch/cluster/tests/nextflow_userout.config b/modules/nf-core/vsearch/cluster/tests/nextflow_userout.config
new file mode 100644
index 00000000..63b04555
--- /dev/null
+++ b/modules/nf-core/vsearch/cluster/tests/nextflow_userout.config
@@ -0,0 +1,7 @@
+process {
+
+    ext.args = '--id 0.8 --userfields query+target+id'
+    ext.args2 = "--cluster_fast"
+    ext.args3 = "--userout"
+
+}
diff --git a/modules/nf-core/vsearch/cluster/tests/tags.yml b/modules/nf-core/vsearch/cluster/tests/tags.yml
new file mode 100644
index 00000000..7238024f
--- /dev/null
+++ b/modules/nf-core/vsearch/cluster/tests/tags.yml
@@ -0,0 +1,2 @@
+vsearch/cluster:
+  - "modules/nf-core/vsearch/cluster/**"
diff --git a/modules/nf-core/vsearch/sintax/environment.yml b/modules/nf-core/vsearch/sintax/environment.yml
new file mode 100644
index 00000000..16e8d300
--- /dev/null
+++ b/modules/nf-core/vsearch/sintax/environment.yml
@@ -0,0 +1,7 @@
+name: vsearch_sintax
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::vsearch=2.21.1
diff --git a/modules/nf-core/vsearch/sintax/main.nf b/modules/nf-core/vsearch/sintax/main.nf
index fb122e1b..9e6147d1 100644
--- a/modules/nf-core/vsearch/sintax/main.nf
+++ b/modules/nf-core/vsearch/sintax/main.nf
@@ -2,7 +2,7 @@ process VSEARCH_SINTAX {
     tag "${meta.id}"
     label 'process_low'
 
-    conda "bioconda::vsearch=2.21.1"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/vsearch:2.21.1--h95f258a_0':
         'biocontainers/vsearch:2.21.1--h95f258a_0' }"
diff --git a/modules/nf-core/vsearch/sintax/meta.yml b/modules/nf-core/vsearch/sintax/meta.yml
index 61019499..6346260e 100644
--- a/modules/nf-core/vsearch/sintax/meta.yml
+++ b/modules/nf-core/vsearch/sintax/meta.yml
@@ -7,11 +7,9 @@ tools:
   - "vsearch":
       description: "VSEARCH is a versatile open-source tool for microbiome analysis, including chimera detection, clustering, dereplication and rereplication, extraction, FASTA/FASTQ/SFF file processing, masking, orienting, pair-wise alignment, restriction site cutting, searching, shuffling, sorting, subsampling, and taxonomic classification of amplicon sequences for metagenomics, genomics, and population genetics. (USEARCH alternative)"
       homepage: "https://github.com/torognes/vsearch"
-
       tool_dev_url: "https://github.com/torognes/vsearch"
       doi: "10.7717/peerj.2584"
       licence: "['GPL v3-or-later OR BSD-2-clause']"
-
 input:
   - meta:
       type: map
@@ -24,7 +22,6 @@ input:
       type: file
       description: Reference database file in FASTA or UDB format
       pattern: "*"
-
 output:
   - tsv:
       type: file
@@ -34,6 +31,7 @@ output:
       type: file
       description: File containing software versions
       pattern: "versions.yml"
-
 authors:
   - "@jtangrot"
+maintainers:
+  - "@jtangrot"
diff --git a/modules/nf-core/vsearch/usearchglobal/environment.yml b/modules/nf-core/vsearch/usearchglobal/environment.yml
new file mode 100644
index 00000000..a4f4e862
--- /dev/null
+++ b/modules/nf-core/vsearch/usearchglobal/environment.yml
@@ -0,0 +1,7 @@
+name: vsearch_usearchglobal
+channels:
+  - conda-forge
+  - bioconda
+  - defaults
+dependencies:
+  - bioconda::vsearch=2.21.1
diff --git a/modules/nf-core/vsearch/usearchglobal/main.nf b/modules/nf-core/vsearch/usearchglobal/main.nf
index 8a5e8e90..549d9756 100644
--- a/modules/nf-core/vsearch/usearchglobal/main.nf
+++ b/modules/nf-core/vsearch/usearchglobal/main.nf
@@ -2,7 +2,7 @@ process VSEARCH_USEARCHGLOBAL {
     tag "${meta.id}"
     label 'process_low'
 
-    conda "bioconda::vsearch=2.21.1"
+    conda "${moduleDir}/environment.yml"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/vsearch:2.21.1--h95f258a_0':
         'biocontainers/vsearch:2.21.1--h95f258a_0' }"
diff --git a/modules/nf-core/vsearch/usearchglobal/meta.yml b/modules/nf-core/vsearch/usearchglobal/meta.yml
index 153d6628..dc953946 100644
--- a/modules/nf-core/vsearch/usearchglobal/meta.yml
+++ b/modules/nf-core/vsearch/usearchglobal/meta.yml
@@ -9,11 +9,9 @@ tools:
   - "vsearch":
       description: "VSEARCH is a versatile open-source tool for microbiome analysis, including chimera detection, clustering, dereplication and rereplication, extraction, FASTA/FASTQ/SFF file processing, masking, orienting, pair-wise alignment, restriction site cutting, searching, shuffling, sorting, subsampling, and taxonomic classification of amplicon sequences for metagenomics, genomics, and population genetics. (USEARCH alternative)"
       homepage: "https://github.com/torognes/vsearch"
-
       tool_dev_url: "https://github.com/torognes/vsearch"
       doi: "10.7717/peerj.2584"
       licence: "['GPL v3-or-later OR BSD-2-clause']"
-
 input:
   - meta:
       type: map
@@ -36,7 +34,6 @@ input:
   - user_columns:
       type: string
       description: If using the `userout` option, specify which columns to include in output, with fields separated with `+` (e.g. query+target+id). See USEARCH manual for valid options. For other output options, use an empty string.
-
 output:
   - aln:
       type: file
@@ -78,6 +75,7 @@ output:
       type: file
       description: File containing software versions
       pattern: "versions.yml"
-
 authors:
   - "@jtangrot"
+maintainers:
+  - "@jtangrot"

From 8c0200c2b308610eb1f438ecf8595145ca0e37e2 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 26 Mar 2024 13:28:16 +0100
Subject: [PATCH 074/101] update phyloseq

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

diff --git a/modules/local/phyloseq.nf b/modules/local/phyloseq.nf
index 946c91fa..f2f5430a 100644
--- a/modules/local/phyloseq.nf
+++ b/modules/local/phyloseq.nf
@@ -2,10 +2,10 @@ process PHYLOSEQ {
     tag "$prefix"
     label 'process_low'
 
-    conda "bioconda::bioconductor-phyloseq=1.44.0"
+    conda "bioconda::bioconductor-phyloseq=1.46.0"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bioconductor-phyloseq:1.44.0--r43hdfd78af_0' :
-        'biocontainers/bioconductor-phyloseq:1.44.0--r43hdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/bioconductor-phyloseq:1.46.0--r43hdfd78af_0' :
+        'biocontainers/bioconductor-phyloseq:1.46.0--r43hdfd78af_0' }"
 
     input:
     tuple val(prefix), path(tax_tsv), path(otu_tsv)

From dc4067f7b4906d100f5104330707d9189321fd99 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 26 Mar 2024 13:28:50 +0100
Subject: [PATCH 075/101] update DADA2

---
 modules/local/cutadapt_summary_merge.nf | 6 +++---
 modules/local/dada2_addspecies.nf       | 6 +++---
 modules/local/dada2_denoising.nf        | 6 +++---
 modules/local/dada2_err.nf              | 6 +++---
 modules/local/dada2_filtntrim.nf        | 6 +++---
 modules/local/dada2_quality.nf          | 6 +++---
 modules/local/dada2_rmchimera.nf        | 6 +++---
 modules/local/dada2_stats.nf            | 6 +++---
 modules/local/dada2_taxonomy.nf         | 6 +++---
 modules/local/format_pplacetax.nf       | 6 +++---
 modules/local/merge_stats.nf            | 6 +++---
 modules/local/metadata_all.nf           | 6 +++---
 modules/local/metadata_pairwise.nf      | 6 +++---
 modules/local/novaseq_err.nf            | 6 +++---
 14 files changed, 42 insertions(+), 42 deletions(-)

diff --git a/modules/local/cutadapt_summary_merge.nf b/modules/local/cutadapt_summary_merge.nf
index 2b25fb42..d3ce8758 100644
--- a/modules/local/cutadapt_summary_merge.nf
+++ b/modules/local/cutadapt_summary_merge.nf
@@ -2,10 +2,10 @@ process CUTADAPT_SUMMARY_MERGE {
     tag "${files}"
     label 'process_low'
 
-    conda "bioconda::bioconductor-dada2=1.28.0"
+    conda "bioconda::bioconductor-dada2=1.30.0"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.28.0--r43hf17093f_0' :
-        'biocontainers/bioconductor-dada2:1.28.0--r43hf17093f_0' }"
+        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.30.0--r43hf17093f_0' :
+        'biocontainers/bioconductor-dada2:1.30.0--r43hf17093f_0' }"
 
     input:
     val(action)
diff --git a/modules/local/dada2_addspecies.nf b/modules/local/dada2_addspecies.nf
index 6f528264..8976648f 100644
--- a/modules/local/dada2_addspecies.nf
+++ b/modules/local/dada2_addspecies.nf
@@ -3,10 +3,10 @@ process DADA2_ADDSPECIES {
     label 'process_high'
     label 'single_cpu'
 
-    conda "bioconda::bioconductor-dada2=1.28.0"
+    conda "bioconda::bioconductor-dada2=1.30.0"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.28.0--r43hf17093f_0' :
-        'biocontainers/bioconductor-dada2:1.28.0--r43hf17093f_0' }"
+        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.30.0--r43hf17093f_0' :
+        'biocontainers/bioconductor-dada2:1.30.0--r43hf17093f_0' }"
 
     input:
     path(taxtable)
diff --git a/modules/local/dada2_denoising.nf b/modules/local/dada2_denoising.nf
index 2cf7fa1b..637bd898 100644
--- a/modules/local/dada2_denoising.nf
+++ b/modules/local/dada2_denoising.nf
@@ -3,10 +3,10 @@ process DADA2_DENOISING {
     label 'process_medium'
     label 'process_long'
 
-    conda "bioconda::bioconductor-dada2=1.28.0"
+    conda "bioconda::bioconductor-dada2=1.30.0"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.28.0--r43hf17093f_0' :
-        'biocontainers/bioconductor-dada2:1.28.0--r43hf17093f_0' }"
+        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.30.0--r43hf17093f_0' :
+        'biocontainers/bioconductor-dada2:1.30.0--r43hf17093f_0' }"
 
     input:
     tuple val(meta), path("filtered/*"), path(errormodel)
diff --git a/modules/local/dada2_err.nf b/modules/local/dada2_err.nf
index 0c9357e9..9f463292 100644
--- a/modules/local/dada2_err.nf
+++ b/modules/local/dada2_err.nf
@@ -2,10 +2,10 @@ process DADA2_ERR {
     tag "$meta.run"
     label 'process_medium'
 
-    conda "bioconda::bioconductor-dada2=1.28.0"
+    conda "bioconda::bioconductor-dada2=1.30.0"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.28.0--r43hf17093f_0' :
-        'biocontainers/bioconductor-dada2:1.28.0--r43hf17093f_0' }"
+        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.30.0--r43hf17093f_0' :
+        'biocontainers/bioconductor-dada2:1.30.0--r43hf17093f_0' }"
 
     input:
     tuple val(meta), path(reads)
diff --git a/modules/local/dada2_filtntrim.nf b/modules/local/dada2_filtntrim.nf
index 9aca5912..a2a015c2 100644
--- a/modules/local/dada2_filtntrim.nf
+++ b/modules/local/dada2_filtntrim.nf
@@ -2,10 +2,10 @@ process DADA2_FILTNTRIM {
     tag "$meta.id"
     label 'process_medium'
 
-    conda "bioconda::bioconductor-dada2=1.28.0"
+    conda "bioconda::bioconductor-dada2=1.30.0"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.28.0--r43hf17093f_0' :
-        'biocontainers/bioconductor-dada2:1.28.0--r43hf17093f_0' }"
+        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.30.0--r43hf17093f_0' :
+        'biocontainers/bioconductor-dada2:1.30.0--r43hf17093f_0' }"
 
     input:
     tuple val(meta), path(reads), val(trunclenf), val(trunclenr)
diff --git a/modules/local/dada2_quality.nf b/modules/local/dada2_quality.nf
index ff91c995..5401497a 100644
--- a/modules/local/dada2_quality.nf
+++ b/modules/local/dada2_quality.nf
@@ -2,10 +2,10 @@ process DADA2_QUALITY {
     tag "$meta"
     label 'process_low'
 
-    conda "bioconda::bioconductor-dada2=1.28.0"
+    conda "bioconda::bioconductor-dada2=1.30.0"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.28.0--r43hf17093f_0' :
-        'biocontainers/bioconductor-dada2:1.28.0--r43hf17093f_0' }"
+        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.30.0--r43hf17093f_0' :
+        'biocontainers/bioconductor-dada2:1.30.0--r43hf17093f_0' }"
 
     input:
     tuple val(meta), path(reads)
diff --git a/modules/local/dada2_rmchimera.nf b/modules/local/dada2_rmchimera.nf
index 4e14ce1c..0ba546b7 100644
--- a/modules/local/dada2_rmchimera.nf
+++ b/modules/local/dada2_rmchimera.nf
@@ -2,10 +2,10 @@ process DADA2_RMCHIMERA {
     tag "$meta.run"
     label 'process_medium'
 
-    conda "bioconda::bioconductor-dada2=1.28.0"
+    conda "bioconda::bioconductor-dada2=1.30.0"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.28.0--r43hf17093f_0' :
-        'biocontainers/bioconductor-dada2:1.28.0--r43hf17093f_0' }"
+        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.30.0--r43hf17093f_0' :
+        'biocontainers/bioconductor-dada2:1.30.0--r43hf17093f_0' }"
 
     input:
     tuple val(meta), path(seqtab)
diff --git a/modules/local/dada2_stats.nf b/modules/local/dada2_stats.nf
index f4112046..eb36195b 100644
--- a/modules/local/dada2_stats.nf
+++ b/modules/local/dada2_stats.nf
@@ -2,10 +2,10 @@ process DADA2_STATS {
     tag "$meta.run"
     label 'process_low'
 
-    conda "bioconda::bioconductor-dada2=1.28.0"
+    conda "bioconda::bioconductor-dada2=1.30.0"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.28.0--r43hf17093f_0' :
-        'biocontainers/bioconductor-dada2:1.28.0--r43hf17093f_0' }"
+        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.30.0--r43hf17093f_0' :
+        'biocontainers/bioconductor-dada2:1.30.0--r43hf17093f_0' }"
 
     input:
     tuple val(meta), path("filter_and_trim_files/*"), path(denoised), path(mergers), path(seqtab_nochim)
diff --git a/modules/local/dada2_taxonomy.nf b/modules/local/dada2_taxonomy.nf
index 4be292d2..0a2c28f6 100644
--- a/modules/local/dada2_taxonomy.nf
+++ b/modules/local/dada2_taxonomy.nf
@@ -2,10 +2,10 @@ process DADA2_TAXONOMY {
     tag "${fasta},${database}"
     label 'process_high'
 
-    conda "bioconda::bioconductor-dada2=1.28.0"
+    conda "bioconda::bioconductor-dada2=1.30.0"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.28.0--r43hf17093f_0' :
-        'biocontainers/bioconductor-dada2:1.28.0--r43hf17093f_0' }"
+        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.30.0--r43hf17093f_0' :
+        'biocontainers/bioconductor-dada2:1.30.0--r43hf17093f_0' }"
 
     input:
     path(fasta)
diff --git a/modules/local/format_pplacetax.nf b/modules/local/format_pplacetax.nf
index 1861a365..92930b19 100644
--- a/modules/local/format_pplacetax.nf
+++ b/modules/local/format_pplacetax.nf
@@ -2,10 +2,10 @@ process FORMAT_PPLACETAX {
     tag "${tax.baseName}"
     label 'process_high'
 
-    conda "bioconda::bioconductor-dada2=1.28.0"
+    conda "bioconda::bioconductor-dada2=1.30.0"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.28.0--r43hf17093f_0' :
-        'biocontainers/bioconductor-dada2:1.28.0--r43hf17093f_0' }"
+        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.30.0--r43hf17093f_0' :
+        'biocontainers/bioconductor-dada2:1.30.0--r43hf17093f_0' }"
 
     input:
     tuple val(meta), path(tax)
diff --git a/modules/local/merge_stats.nf b/modules/local/merge_stats.nf
index b2e2cb8c..d9343f5a 100644
--- a/modules/local/merge_stats.nf
+++ b/modules/local/merge_stats.nf
@@ -1,10 +1,10 @@
 process MERGE_STATS {
     label 'process_low'
 
-    conda "bioconda::bioconductor-dada2=1.28.0"
+    conda "bioconda::bioconductor-dada2=1.30.0"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.28.0--r43hf17093f_0' :
-        'biocontainers/bioconductor-dada2:1.28.0--r43hf17093f_0' }"
+        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.30.0--r43hf17093f_0' :
+        'biocontainers/bioconductor-dada2:1.30.0--r43hf17093f_0' }"
 
     input:
     path('file1.tsv')
diff --git a/modules/local/metadata_all.nf b/modules/local/metadata_all.nf
index 8993d1ca..770f994c 100644
--- a/modules/local/metadata_all.nf
+++ b/modules/local/metadata_all.nf
@@ -2,10 +2,10 @@ process METADATA_ALL {
     tag "$metadata"
     label 'process_low'
 
-    conda "bioconda::bioconductor-dada2=1.28.0"
+    conda "bioconda::bioconductor-dada2=1.30.0"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.28.0--r43hf17093f_0' :
-        'biocontainers/bioconductor-dada2:1.28.0--r43hf17093f_0' }"
+        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.30.0--r43hf17093f_0' :
+        'biocontainers/bioconductor-dada2:1.30.0--r43hf17093f_0' }"
 
     input:
     path(metadata)
diff --git a/modules/local/metadata_pairwise.nf b/modules/local/metadata_pairwise.nf
index 6dd9ab11..a4aa7e06 100644
--- a/modules/local/metadata_pairwise.nf
+++ b/modules/local/metadata_pairwise.nf
@@ -2,10 +2,10 @@ process METADATA_PAIRWISE {
     tag "$metadata"
     label 'process_low'
 
-    conda "bioconda::bioconductor-dada2=1.28.0"
+    conda "bioconda::bioconductor-dada2=1.30.0"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.28.0--r43hf17093f_0' :
-        'biocontainers/bioconductor-dada2:1.28.0--r43hf17093f_0' }"
+        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.30.0--r43hf17093f_0' :
+        'biocontainers/bioconductor-dada2:1.30.0--r43hf17093f_0' }"
 
     input:
     path(metadata)
diff --git a/modules/local/novaseq_err.nf b/modules/local/novaseq_err.nf
index 991fa803..30e113fd 100644
--- a/modules/local/novaseq_err.nf
+++ b/modules/local/novaseq_err.nf
@@ -2,10 +2,10 @@ process NOVASEQ_ERR {
     tag "$meta.run"
     label 'process_medium'
 
-    conda "bioconda::bioconductor-dada2=1.28.0"
+    conda "bioconda::bioconductor-dada2=1.30.0"
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.28.0--r43hf17093f_0' :
-        'biocontainers/bioconductor-dada2:1.28.0--r43hf17093f_0' }"
+        'https://depot.galaxyproject.org/singularity/bioconductor-dada2:1.30.0--r43hf17093f_0' :
+        'biocontainers/bioconductor-dada2:1.30.0--r43hf17093f_0' }"
 
     input:
     tuple val(meta), path(errormodel)

From bc02894f3980947f9a9676e5277069f55798f65b Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 26 Mar 2024 13:29:11 +0100
Subject: [PATCH 076/101] update CHANGELOG

---
 CHANGELOG.md | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 673f5823..13cdc334 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -22,6 +22,14 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### `Dependencies`
 
+- [#720](https://github.com/nf-core/ampliseq/pull/720) - Updated nf-core modules, DADA2, and Phyloseq
+
+| software | previously | now    |
+| -------- | ---------- | ------ |
+| cutadapt | 3.4        | 4.6    |
+| DADA2    | 1.28.0     | 1.30.0 |
+| Phyloseq | 1.44.0     | 1.46.0 |
+
 ### `Removed`
 
 - [#710](https://github.com/nf-core/ampliseq/pull/710) - Removed Phyloref from DADA2 reference option because it's part of PR2 5.0.0

From 2e29f653cc3a828139946eafe1b8cfcbb8a81753 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 26 Mar 2024 13:50:03 +0100
Subject: [PATCH 077/101] fix
 groovyjarjarantlr4.v4.runtime.LexerNoViableAltException

---
 modules.json                                  | 95 ++++++++++++++-----
 modules/nf-core/pigz/uncompress/main.nf       |  2 +-
 .../pigz/uncompress/pigz-uncompress.diff      | 14 +++
 3 files changed, 86 insertions(+), 25 deletions(-)
 create mode 100644 modules/nf-core/pigz/uncompress/pigz-uncompress.diff

diff --git a/modules.json b/modules.json
index 69eb91ff..e63a5370 100644
--- a/modules.json
+++ b/modules.json
@@ -8,98 +8,137 @@
                     "cutadapt": {
                         "branch": "master",
                         "git_sha": "0efbaeb95c58da5a1096c99b5e919bc0c99cc952",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "epang/place": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": ["fasta_newick_epang_gappa"]
+                        "installed_by": [
+                            "fasta_newick_epang_gappa"
+                        ]
                     },
                     "epang/split": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": ["fasta_newick_epang_gappa"]
+                        "installed_by": [
+                            "fasta_newick_epang_gappa"
+                        ]
                     },
                     "fastqc": {
                         "branch": "master",
                         "git_sha": "f4ae1d942bd50c5c0b9bd2de1393ce38315ba57c",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "gappa/examineassign": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": ["fasta_newick_epang_gappa"]
+                        "installed_by": [
+                            "fasta_newick_epang_gappa"
+                        ]
                     },
                     "gappa/examinegraft": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": ["fasta_newick_epang_gappa"]
+                        "installed_by": [
+                            "fasta_newick_epang_gappa"
+                        ]
                     },
                     "gappa/examineheattree": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": ["fasta_newick_epang_gappa"]
+                        "installed_by": [
+                            "fasta_newick_epang_gappa"
+                        ]
                     },
                     "hmmer/eslalimask": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": ["fasta_newick_epang_gappa"]
+                        "installed_by": [
+                            "fasta_newick_epang_gappa"
+                        ]
                     },
                     "hmmer/eslreformat": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": ["fasta_newick_epang_gappa"]
+                        "installed_by": [
+                            "fasta_newick_epang_gappa"
+                        ]
                     },
                     "hmmer/hmmalign": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": ["fasta_newick_epang_gappa"]
+                        "installed_by": [
+                            "fasta_newick_epang_gappa"
+                        ]
                     },
                     "hmmer/hmmbuild": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": ["fasta_newick_epang_gappa"]
+                        "installed_by": [
+                            "fasta_newick_epang_gappa"
+                        ]
                     },
                     "kraken2/kraken2": {
                         "branch": "master",
                         "git_sha": "603ecbd9f45300c9788f197d2a15a005685b4220",
-                        "installed_by": ["modules"],
+                        "installed_by": [
+                            "modules"
+                        ],
                         "patch": "modules/nf-core/kraken2/kraken2/kraken2-kraken2.diff"
                     },
                     "mafft": {
                         "branch": "master",
                         "git_sha": "feb29be775d9e41750180539e9a3bdce801d0609",
-                        "installed_by": ["fasta_newick_epang_gappa"]
+                        "installed_by": [
+                            "fasta_newick_epang_gappa"
+                        ]
                     },
                     "multiqc": {
                         "branch": "master",
                         "git_sha": "b7ebe95761cd389603f9cc0e0dc384c0f663815a",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "pigz/uncompress": {
                         "branch": "master",
                         "git_sha": "4ef7becf6a2bbc8df466885d10b4051d1f318a6a",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ],
+                        "patch": "modules/nf-core/pigz/uncompress/pigz-uncompress.diff"
                     },
                     "untar": {
                         "branch": "master",
                         "git_sha": "d0b4fc03af52a1cc8c6fb4493b921b57352b1dd8",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "vsearch/cluster": {
                         "branch": "master",
                         "git_sha": "89945ea085b94d3413013b6c82e2633b5184f24d",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "vsearch/sintax": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     },
                     "vsearch/usearchglobal": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": ["modules"]
+                        "installed_by": [
+                            "modules"
+                        ]
                     }
                 }
             },
@@ -108,25 +147,33 @@
                     "fasta_newick_epang_gappa": {
                         "branch": "master",
                         "git_sha": "cfd937a668919d948f6fcbf4218e79de50c2f36f",
-                        "installed_by": ["subworkflows"]
+                        "installed_by": [
+                            "subworkflows"
+                        ]
                     },
                     "utils_nextflow_pipeline": {
                         "branch": "master",
                         "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
-                        "installed_by": ["subworkflows"]
+                        "installed_by": [
+                            "subworkflows"
+                        ]
                     },
                     "utils_nfcore_pipeline": {
                         "branch": "master",
                         "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
-                        "installed_by": ["subworkflows"]
+                        "installed_by": [
+                            "subworkflows"
+                        ]
                     },
                     "utils_nfvalidation_plugin": {
                         "branch": "master",
                         "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
-                        "installed_by": ["subworkflows"]
+                        "installed_by": [
+                            "subworkflows"
+                        ]
                     }
                 }
             }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/pigz/uncompress/main.nf b/modules/nf-core/pigz/uncompress/main.nf
index 9383c146..d82cfe1d 100644
--- a/modules/nf-core/pigz/uncompress/main.nf
+++ b/modules/nf-core/pigz/uncompress/main.nf
@@ -42,7 +42,7 @@ process PIGZ_UNCOMPRESS {
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        pigz: \$(echo \$(pigz --version 2>&1) | sed 's/^.*pigz\w*//' ))
+        pigz: \$(echo \$(pigz --version 2>&1) | sed 's/^.*pigz\\w*//' ))
     END_VERSIONS
     """
 }
diff --git a/modules/nf-core/pigz/uncompress/pigz-uncompress.diff b/modules/nf-core/pigz/uncompress/pigz-uncompress.diff
new file mode 100644
index 00000000..6736fca9
--- /dev/null
+++ b/modules/nf-core/pigz/uncompress/pigz-uncompress.diff
@@ -0,0 +1,14 @@
+Changes in module 'nf-core/pigz/uncompress'
+--- modules/nf-core/pigz/uncompress/main.nf
++++ modules/nf-core/pigz/uncompress/main.nf
+@@ -42,7 +42,7 @@
+ 
+     cat <<-END_VERSIONS > versions.yml
+     "${task.process}":
+-        pigz: \$(echo \$(pigz --version 2>&1) | sed 's/^.*pigz\w*//' ))
++        pigz: \$(echo \$(pigz --version 2>&1) | sed 's/^.*pigz\\w*//' ))
+     END_VERSIONS
+     """
+ }
+
+************************************************************

From 7ceb8ab1209ab29a5c5befce6a64f49af0bc7a8d Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 26 Mar 2024 13:54:24 +0100
Subject: [PATCH 078/101] update CHANGELOG

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

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 673f5823..e2466879 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -19,6 +19,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#715](https://github.com/nf-core/ampliseq/pull/715) - Fix filtering vsearch clusters for high number of clusters
 - [#717](https://github.com/nf-core/ampliseq/pull/717) - Fix edge case for sorting file names by using radix method
 - [#718](https://github.com/nf-core/ampliseq/pull/718) - Require a minimum sequence length of 50bp for taxonomic classifcation after using ITSx
+- [#721](https://github.com/nf-core/ampliseq/pull/721) - Fix error `unknown recognition error type: groovyjarjarantlr4.v4.runtime.LexerNoViableAltException` caused by a missing `\` in nf-core module `pigz/uncompress` (which had no consequences but was confusing)
 
 ### `Dependencies`
 

From 7a27dc4cfce2c05ab30ad05ba0c665f2428fa9b0 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 26 Mar 2024 14:05:21 +0100
Subject: [PATCH 079/101] fix prettier

---
 modules.json | 94 ++++++++++++++--------------------------------------
 1 file changed, 24 insertions(+), 70 deletions(-)

diff --git a/modules.json b/modules.json
index e63a5370..2cc85446 100644
--- a/modules.json
+++ b/modules.json
@@ -8,137 +8,99 @@
                     "cutadapt": {
                         "branch": "master",
                         "git_sha": "0efbaeb95c58da5a1096c99b5e919bc0c99cc952",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "epang/place": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": [
-                            "fasta_newick_epang_gappa"
-                        ]
+                        "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "epang/split": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": [
-                            "fasta_newick_epang_gappa"
-                        ]
+                        "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "fastqc": {
                         "branch": "master",
                         "git_sha": "f4ae1d942bd50c5c0b9bd2de1393ce38315ba57c",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "gappa/examineassign": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": [
-                            "fasta_newick_epang_gappa"
-                        ]
+                        "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "gappa/examinegraft": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": [
-                            "fasta_newick_epang_gappa"
-                        ]
+                        "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "gappa/examineheattree": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": [
-                            "fasta_newick_epang_gappa"
-                        ]
+                        "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "hmmer/eslalimask": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": [
-                            "fasta_newick_epang_gappa"
-                        ]
+                        "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "hmmer/eslreformat": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": [
-                            "fasta_newick_epang_gappa"
-                        ]
+                        "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "hmmer/hmmalign": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": [
-                            "fasta_newick_epang_gappa"
-                        ]
+                        "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "hmmer/hmmbuild": {
                         "branch": "master",
                         "git_sha": "3f5420aa22e00bd030a2556dfdffc9e164ec0ec5",
-                        "installed_by": [
-                            "fasta_newick_epang_gappa"
-                        ]
+                        "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "kraken2/kraken2": {
                         "branch": "master",
                         "git_sha": "603ecbd9f45300c9788f197d2a15a005685b4220",
-                        "installed_by": [
-                            "modules"
-                        ],
+                        "installed_by": ["modules"],
                         "patch": "modules/nf-core/kraken2/kraken2/kraken2-kraken2.diff"
                     },
                     "mafft": {
                         "branch": "master",
                         "git_sha": "feb29be775d9e41750180539e9a3bdce801d0609",
-                        "installed_by": [
-                            "fasta_newick_epang_gappa"
-                        ]
+                        "installed_by": ["fasta_newick_epang_gappa"]
                     },
                     "multiqc": {
                         "branch": "master",
                         "git_sha": "b7ebe95761cd389603f9cc0e0dc384c0f663815a",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "pigz/uncompress": {
                         "branch": "master",
                         "git_sha": "4ef7becf6a2bbc8df466885d10b4051d1f318a6a",
-                        "installed_by": [
-                            "modules"
-                        ],
+                        "installed_by": ["modules"],
                         "patch": "modules/nf-core/pigz/uncompress/pigz-uncompress.diff"
                     },
                     "untar": {
                         "branch": "master",
                         "git_sha": "d0b4fc03af52a1cc8c6fb4493b921b57352b1dd8",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "vsearch/cluster": {
                         "branch": "master",
                         "git_sha": "89945ea085b94d3413013b6c82e2633b5184f24d",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "vsearch/sintax": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     },
                     "vsearch/usearchglobal": {
                         "branch": "master",
                         "git_sha": "911696ea0b62df80e900ef244d7867d177971f73",
-                        "installed_by": [
-                            "modules"
-                        ]
+                        "installed_by": ["modules"]
                     }
                 }
             },
@@ -147,33 +109,25 @@
                     "fasta_newick_epang_gappa": {
                         "branch": "master",
                         "git_sha": "cfd937a668919d948f6fcbf4218e79de50c2f36f",
-                        "installed_by": [
-                            "subworkflows"
-                        ]
+                        "installed_by": ["subworkflows"]
                     },
                     "utils_nextflow_pipeline": {
                         "branch": "master",
                         "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
-                        "installed_by": [
-                            "subworkflows"
-                        ]
+                        "installed_by": ["subworkflows"]
                     },
                     "utils_nfcore_pipeline": {
                         "branch": "master",
                         "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
-                        "installed_by": [
-                            "subworkflows"
-                        ]
+                        "installed_by": ["subworkflows"]
                     },
                     "utils_nfvalidation_plugin": {
                         "branch": "master",
                         "git_sha": "5caf7640a9ef1d18d765d55339be751bb0969dfa",
-                        "installed_by": [
-                            "subworkflows"
-                        ]
+                        "installed_by": ["subworkflows"]
                     }
                 }
             }
         }
     }
-}
\ No newline at end of file
+}

From c7af669b503eab458ac22724b3536e002d1d4fe2 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 26 Mar 2024 14:23:30 +0100
Subject: [PATCH 080/101] update nf.test.snap md5sums

---
 tests/pipeline/doubleprimers.nf.test.snap |  4 ++--
 tests/pipeline/iontorrent.nf.test.snap    | 12 +++++------
 tests/pipeline/multiregion.nf.test.snap   |  2 +-
 tests/pipeline/pacbio_its.nf.test.snap    |  4 ++--
 tests/pipeline/pplace.nf.test.snap        |  4 ++--
 tests/pipeline/qiimecustom.nf.test.snap   |  4 ++--
 tests/pipeline/reftaxcustom.nf.test.snap  |  4 ++--
 tests/pipeline/single.nf.test.snap        | 26 +++++++++++------------
 tests/pipeline/sintax.nf.test.snap        |  4 ++--
 tests/pipeline/test.nf.test.snap          |  4 ++--
 10 files changed, 34 insertions(+), 34 deletions(-)

diff --git a/tests/pipeline/doubleprimers.nf.test.snap b/tests/pipeline/doubleprimers.nf.test.snap
index 159fe53f..cfc3e292 100644
--- a/tests/pipeline/doubleprimers.nf.test.snap
+++ b/tests/pipeline/doubleprimers.nf.test.snap
@@ -46,8 +46,8 @@
     },
     "multiqc": {
         "content": [
-            "multiqc_general_stats.txt:md5,bb1d98b03d4cd5091acfbef93cb38fc4",
-            "multiqc_cutadapt.txt:md5,0ef33b6eb4d202c34fcfa51a0dffadda"
+            "multiqc_general_stats.txt:md5,5761ecfac7e4d5dca249af61cd3f3de9",
+            "multiqc_cutadapt.txt:md5,f022f739ce976fd43677d8889c7ba54b"
         ],
         "timestamp": "2023-05-28T21:08:54+0000"
     }
diff --git a/tests/pipeline/iontorrent.nf.test.snap b/tests/pipeline/iontorrent.nf.test.snap
index 1a98d70f..7e506547 100644
--- a/tests/pipeline/iontorrent.nf.test.snap
+++ b/tests/pipeline/iontorrent.nf.test.snap
@@ -20,10 +20,10 @@
     "dada2": {
         "content": [
             "ASV_seqs.fasta:md5,24a69ad674c0b99882d095f6e8afdc03",
-            "ASV_table.tsv:md5,bd99a0696aa853c0d12c2870ec9fb987",
-            "DADA2_stats.tsv:md5,f543f7445bbb3941138166615fcf4866",
-            "DADA2_table.rds:md5,bbbe293f2e03869cbe6b8f6b15ea0ed8",
-            "DADA2_table.tsv:md5,d92684c4ac57c34341171f1dffccb4d6"
+            "ASV_table.tsv:md5,444a501243cd14f9234aac10dfde704c",
+            "DADA2_stats.tsv:md5,259dae4928fe3d4d543d6886fd9da609",
+            "DADA2_table.rds:md5,e19dfd42ae0d68dbe9006b0c489e74ad",
+            "DADA2_table.tsv:md5,8f495e41be9eb0f40b9dc448cbc05fc6"
         ],
         "timestamp": "2023-06-20T01:42:35+0000"
     },
@@ -39,8 +39,8 @@
     "multiqc": {
         "content": [
             "multiqc_fastqc.txt:md5,6f1a5196d0840a35166b88e5b52bfcdd",
-            "multiqc_general_stats.txt:md5,8b11410948277038a1ba1a77bb30557f",
-            "multiqc_cutadapt.txt:md5,9315dca2bd7b5476e54a9ccd8b1f24d5"
+            "multiqc_general_stats.txt:md5,d01288c9cb7eb23d9d80c76594c5c70a",
+            "multiqc_cutadapt.txt:md5,fc0fd8f43a96692ad13b0f3ad32c7328"
         ],
         "timestamp": "2023-06-20T01:42:35+0000"
     }
diff --git a/tests/pipeline/multiregion.nf.test.snap b/tests/pipeline/multiregion.nf.test.snap
index 69133adb..41ecff60 100644
--- a/tests/pipeline/multiregion.nf.test.snap
+++ b/tests/pipeline/multiregion.nf.test.snap
@@ -33,7 +33,7 @@
         "content": [
             "multiqc_fastqc.txt:md5,9468ae91af1a841c5e1369f11f704604",
             "multiqc_general_stats.txt:md5,92c968d218577d47c2364849c07f7ab6",
-            "multiqc_cutadapt.txt:md5,d0a09fad9260bc83f85b43a0453d9208"
+            "multiqc_cutadapt.txt:md5,2ef3cbb36c9461cddf6c3f493d2ddbd4"
         ],
         "timestamp": "2024-02-23T00:00:00+0000"
     }
diff --git a/tests/pipeline/pacbio_its.nf.test.snap b/tests/pipeline/pacbio_its.nf.test.snap
index c453cd5a..2ff64e53 100644
--- a/tests/pipeline/pacbio_its.nf.test.snap
+++ b/tests/pipeline/pacbio_its.nf.test.snap
@@ -61,8 +61,8 @@
     "multiqc": {
         "content": [
             "multiqc_fastqc.txt:md5,e646906d896ac4514235ae263566a1a8",
-            "multiqc_general_stats.txt:md5,07a1affcf11214b293ea804eb560a2fb",
-            "multiqc_cutadapt.txt:md5,1b3b6833e78db31ab12e5c16b7fa1d73"
+            "multiqc_general_stats.txt:md5,adb8a2b3b0ac2de5d7d5fbfac81cbdaf",
+            "multiqc_cutadapt.txt:md5,ae5e5bf06cdbfa4d8305bbcb61c3ba04"
         ],
         "timestamp": "2023-06-20T02:07:02+0000"
     }
diff --git a/tests/pipeline/pplace.nf.test.snap b/tests/pipeline/pplace.nf.test.snap
index cd9a4611..f025937d 100644
--- a/tests/pipeline/pplace.nf.test.snap
+++ b/tests/pipeline/pplace.nf.test.snap
@@ -46,8 +46,8 @@
     },
     "multiqc": {
         "content": [
-            "multiqc_general_stats.txt:md5,cbe0b448f630111ee18976891354701a",
-            "multiqc_cutadapt.txt:md5,c640ad4fa88bc31b09fa353e606013a2"
+            "multiqc_general_stats.txt:md5,1a11b1b81648ddd051b8b729b9f8f63d",
+            "multiqc_cutadapt.txt:md5,b4409890ffb9c6938433c374b50c380e"
         ],
         "timestamp": "2023-06-20T17:24:03+0000"
     }
diff --git a/tests/pipeline/qiimecustom.nf.test.snap b/tests/pipeline/qiimecustom.nf.test.snap
index 8c96a24c..14be695b 100644
--- a/tests/pipeline/qiimecustom.nf.test.snap
+++ b/tests/pipeline/qiimecustom.nf.test.snap
@@ -29,8 +29,8 @@
     "multiqc": {
         "content": [
             "multiqc_fastqc.txt:md5,147764e40079c3abf97a17cfe2275c52",
-            "multiqc_general_stats.txt:md5,c6456e36c17e592f12f9a2f9069f24f8",
-            "multiqc_cutadapt.txt:md5,c640ad4fa88bc31b09fa353e606013a2"
+            "multiqc_general_stats.txt:md5,5cdf44a2a9fb47a9d847eaa68fb770b7",
+            "multiqc_cutadapt.txt:md5,b4409890ffb9c6938433c374b50c380e"
         ],
         "timestamp": "2023-05-28T21:18:54+0000"
     }
diff --git a/tests/pipeline/reftaxcustom.nf.test.snap b/tests/pipeline/reftaxcustom.nf.test.snap
index 161250d1..a67fd6af 100644
--- a/tests/pipeline/reftaxcustom.nf.test.snap
+++ b/tests/pipeline/reftaxcustom.nf.test.snap
@@ -47,8 +47,8 @@
     "multiqc": {
         "content": [
             "multiqc_fastqc.txt:md5,147764e40079c3abf97a17cfe2275c52",
-            "multiqc_general_stats.txt:md5,c6456e36c17e592f12f9a2f9069f24f8",
-            "multiqc_cutadapt.txt:md5,c640ad4fa88bc31b09fa353e606013a2"
+            "multiqc_general_stats.txt:md5,5cdf44a2a9fb47a9d847eaa68fb770b7",
+            "multiqc_cutadapt.txt:md5,b4409890ffb9c6938433c374b50c380e"
         ],
         "timestamp": "2023-05-28T21:18:54+0000"
     }
diff --git a/tests/pipeline/single.nf.test.snap b/tests/pipeline/single.nf.test.snap
index fdbe15de..adb9289f 100644
--- a/tests/pipeline/single.nf.test.snap
+++ b/tests/pipeline/single.nf.test.snap
@@ -13,36 +13,36 @@
     },
     "overall_summary_tsv": {
         "content": [
-            "overall_summary.tsv:md5,9c37a0292537273537640cdb0dd8fba5"
+            "overall_summary.tsv:md5,a289a49d3afc66ef334f3c08bd933c25"
         ],
-        "timestamp": "2023-08-16T20:35:33+0000"
+        "timestamp": "2024-03-26T20:35:33+0000"
     },
     "dada2": {
         "content": [
-            "ASV_seqs.fasta:md5,d452ff8b8a306b52ffc6db7e4396c6db",
-            "ASV_table.tsv:md5,06b93679e1f67a8707d2cc7edf345340",
+            "ASV_seqs.fasta:md5,3cc6f93eeee721c63beddfbeae8462e9",
+            "ASV_table.tsv:md5,b7f193b12f02f33f4e03e7bfed8ae5c0",
             "ref_taxonomy.rdp_18.txt:md5,815c4fce9f3d1de019fb995a43fb66ed",
-            "DADA2_stats.tsv:md5,d4802595db56db3ae706f1650a774e5c",
-            "DADA2_table.rds:md5,a8e68947cb81f49a36d243619fe5e2f0",
-            "DADA2_table.tsv:md5,27c340a79b092d8ebea347f9d9324996"
+            "DADA2_stats.tsv:md5,ce4ebd6936bd78f337870c04ee671070",
+            "DADA2_table.rds:md5,ef8051d016bb7a868401528982e9920f",
+            "DADA2_table.tsv:md5,ac91dd7c8a73df76b8143b60bc646c6c"
         ],
-        "timestamp": "2023-08-16T20:35:33+0000"
+        "timestamp": "2024-03-26T20:35:33+0000"
     },
     "barrnap": {
         "content": [
-            "rrna.arc.gff:md5,7ba69096ac8690260dcb2139ba2d9d82",
+            "rrna.arc.gff:md5,b29c2ddec54aa1ee2f7607e0dd46bf97",
             "rrna.bac.gff:md5,15c5fa3b75684c42d60174b77fa87a09",
             "rrna.euk.gff:md5,1978664ae39a761f9082ae605c026182",
             "rrna.mito.gff:md5,df19e1b84ba6f691d20c72b397c88abf"
         ],
-        "timestamp": "2023-05-28T20:35:33+0000"
+        "timestamp": "2024-03-26T20:35:33+0000"
     },
     "multiqc": {
         "content": [
             "multiqc_fastqc.txt:md5,ede83a16cac9730e6b961ed051c1de0e",
-            "multiqc_general_stats.txt:md5,d22c32eed33d046503751b23670db5e4",
-            "multiqc_cutadapt.txt:md5,4311a83074d94040405937e02773c5a9"
+            "multiqc_general_stats.txt:md5,a77f38a488f9d1bf0bdf32e3e4b01939",
+            "multiqc_cutadapt.txt:md5,15ff9f378c1d8fb01fdd40b8010862d4"
         ],
-        "timestamp": "2023-08-16T20:35:33+0000"
+        "timestamp": "2024-03-26T20:35:33+0000"
     }
 }
diff --git a/tests/pipeline/sintax.nf.test.snap b/tests/pipeline/sintax.nf.test.snap
index 002e77d7..f24b515c 100644
--- a/tests/pipeline/sintax.nf.test.snap
+++ b/tests/pipeline/sintax.nf.test.snap
@@ -54,8 +54,8 @@
     },
     "multiqc": {
         "content": [
-            "multiqc_general_stats.txt:md5,07a1affcf11214b293ea804eb560a2fb",
-            "multiqc_cutadapt.txt:md5,1b3b6833e78db31ab12e5c16b7fa1d73"
+            "multiqc_general_stats.txt:md5,adb8a2b3b0ac2de5d7d5fbfac81cbdaf",
+            "multiqc_cutadapt.txt:md5,ae5e5bf06cdbfa4d8305bbcb61c3ba04"
         ],
         "timestamp": "2023-06-20T16:40:18+0000"
     }
diff --git a/tests/pipeline/test.nf.test.snap b/tests/pipeline/test.nf.test.snap
index b26665d3..6bb36087 100644
--- a/tests/pipeline/test.nf.test.snap
+++ b/tests/pipeline/test.nf.test.snap
@@ -52,8 +52,8 @@
     "multiqc": {
         "content": [
             "multiqc_fastqc.txt:md5,147764e40079c3abf97a17cfe2275c52",
-            "multiqc_general_stats.txt:md5,c6456e36c17e592f12f9a2f9069f24f8",
-            "multiqc_cutadapt.txt:md5,c640ad4fa88bc31b09fa353e606013a2"
+            "multiqc_general_stats.txt:md5,5cdf44a2a9fb47a9d847eaa68fb770b7",
+            "multiqc_cutadapt.txt:md5,b4409890ffb9c6938433c374b50c380e"
         ],
         "timestamp": "2023-05-28T20:55:32+0000"
     },

From 42a7556b4ce85a2bd578156b54a4816c207b751e Mon Sep 17 00:00:00 2001
From: Daniel Vaulot <vaulot@gmail.com>
Date: Tue, 26 Mar 2024 21:29:04 +0800
Subject: [PATCH 081/101] Update summarize_barrnap.py

If there is more than one gene for a given domain,
retains the lowest e-value (case of full rRNA operon sequences).
---
 bin/summarize_barrnap.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/bin/summarize_barrnap.py b/bin/summarize_barrnap.py
index c7690bbe..6585d156 100755
--- a/bin/summarize_barrnap.py
+++ b/bin/summarize_barrnap.py
@@ -3,7 +3,8 @@
 # Takes a list of files with barrnap predictions (rrna.arc.gff, rrna.bac.gff, etc)
 # for ASV sequences, extracts evalues for each prediction and summarize the results
 # in a new file "summary.gff". Assumes that the same program/barrnap version is
-# used for all predictions.
+# used for all predictions. If there is more than one gene for a given domain,
+# retains the lowest e-value (case of full rRNA operon sequences).
 
 # import pandas as pd
 import sys
@@ -27,7 +28,8 @@
         method[asv] = rowparts[1]
         if asv not in evalues:
             evalues[asv] = dict()
-        evalues[asv][org] = rowparts[5]
+        if (org not in evalues[asv]) or (float(evalues[asv][org]) > float(rowparts[5])) : 
+           evalues[asv][org] = rowparts[5]
     fh.close()
 
 # Write results

From 0cb077e0ee5029d6a48c97e0acfeae898b66adc6 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 26 Mar 2024 14:59:29 +0100
Subject: [PATCH 082/101] update another .snap

---
 tests/pipeline/iontorrent.nf.test.snap | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/pipeline/iontorrent.nf.test.snap b/tests/pipeline/iontorrent.nf.test.snap
index 7e506547..59a228c3 100644
--- a/tests/pipeline/iontorrent.nf.test.snap
+++ b/tests/pipeline/iontorrent.nf.test.snap
@@ -13,7 +13,7 @@
     },
     "overall_summary_tsv": {
         "content": [
-            "overall_summary.tsv:md5,a7d1d93ad079ec0ea2479126dba0a607"
+            "overall_summary.tsv:md5,713981de66c7cea8f95901b0cb07d2fa"
         ],
         "timestamp": "2023-06-20T01:42:35+0000"
     },

From 76bbddd2d12099e1c63c3db83c2c77ecaef967f4 Mon Sep 17 00:00:00 2001
From: Daniel Vaulot <vaulot@gmail.com>
Date: Tue, 26 Mar 2024 22:26:03 +0800
Subject: [PATCH 083/101] Update summarize_barrnap.py

Remove extra space
---
 bin/summarize_barrnap.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/summarize_barrnap.py b/bin/summarize_barrnap.py
index 6585d156..8a87f90b 100755
--- a/bin/summarize_barrnap.py
+++ b/bin/summarize_barrnap.py
@@ -28,7 +28,7 @@
         method[asv] = rowparts[1]
         if asv not in evalues:
             evalues[asv] = dict()
-        if (org not in evalues[asv]) or (float(evalues[asv][org]) > float(rowparts[5])) : 
+        if (org not in evalues[asv]) or (float(evalues[asv][org]) > float(rowparts[5])):
            evalues[asv][org] = rowparts[5]
     fh.close()
 

From dd7272ecaf74002814ba460033a7533da91e6264 Mon Sep 17 00:00:00 2001
From: Daniel Vaulot <vaulot@gmail.com>
Date: Tue, 26 Mar 2024 22:32:27 +0800
Subject: [PATCH 084/101] Update CHANGELOG.md

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

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 673f5823..8d126fad 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -19,6 +19,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#715](https://github.com/nf-core/ampliseq/pull/715) - Fix filtering vsearch clusters for high number of clusters
 - [#717](https://github.com/nf-core/ampliseq/pull/717) - Fix edge case for sorting file names by using radix method
 - [#718](https://github.com/nf-core/ampliseq/pull/718) - Require a minimum sequence length of 50bp for taxonomic classifcation after using ITSx
+- [#722](https://github.com/nf-core/ampliseq/pull/722) - When barrnap detects several genes select the lowest e-value
 
 ### `Dependencies`
 

From 0baff8a0ca4d6c161d9de9753a1ec103d9e21594 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 26 Mar 2024 15:55:25 +0100
Subject: [PATCH 085/101] fix versions in format taxonomy scripts

---
 modules/local/format_taxonomy.nf        | 9 +++++----
 modules/local/format_taxonomy_qiime.nf  | 9 +++++----
 modules/local/format_taxonomy_sidle.nf  | 9 +++++----
 modules/local/format_taxonomy_sintax.nf | 9 +++++----
 modules/local/phyloseq_inasv.nf         | 1 +
 5 files changed, 21 insertions(+), 16 deletions(-)

diff --git a/modules/local/format_taxonomy.nf b/modules/local/format_taxonomy.nf
index f9625a12..e2e6cf9b 100644
--- a/modules/local/format_taxonomy.nf
+++ b/modules/local/format_taxonomy.nf
@@ -21,16 +21,17 @@ process FORMAT_TAXONOMY {
 
     script:
     """
-    ${params.dada_ref_databases[params.dada_ref_taxonomy]["fmtscript"]}
+    ${params.dada_ref_databases[params.dada_ref_taxonomy]["fmtscript"]} \\
 
     #Giving out information
-    echo -e "--dada_ref_taxonomy: ${params.dada_ref_taxonomy}\n" >ref_taxonomy.${suffix}.txt
-    echo -e "Title: ${params.dada_ref_databases[params.dada_ref_taxonomy]["title"]}\n" >>ref_taxonomy.${suffix}.txt
-    echo -e "Citation: ${params.dada_ref_databases[params.dada_ref_taxonomy]["citation"]}\n" >>ref_taxonomy.${suffix}.txt
+    echo -e "--dada_ref_taxonomy: ${params.dada_ref_taxonomy}\\n" >ref_taxonomy.${suffix}.txt
+    echo -e "Title: ${params.dada_ref_databases[params.dada_ref_taxonomy]["title"]}\\n" >>ref_taxonomy.${suffix}.txt
+    echo -e "Citation: ${params.dada_ref_databases[params.dada_ref_taxonomy]["citation"]}\\n" >>ref_taxonomy.${suffix}.txt
     echo "All entries: ${params.dada_ref_databases[params.dada_ref_taxonomy]}" >>ref_taxonomy.${suffix}.txt
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
         bash: \$(bash --version | sed -n 1p | grep -Eo 'version [[:alnum:].]+' | sed 's/version //')
+    END_VERSIONS
     """
 }
diff --git a/modules/local/format_taxonomy_qiime.nf b/modules/local/format_taxonomy_qiime.nf
index 58602b93..1fa1dad8 100644
--- a/modules/local/format_taxonomy_qiime.nf
+++ b/modules/local/format_taxonomy_qiime.nf
@@ -21,16 +21,17 @@ process FORMAT_TAXONOMY_QIIME {
 
     script:
     """
-    ${params.qiime_ref_databases[params.qiime_ref_taxonomy]["fmtscript"]}
+    ${params.qiime_ref_databases[params.qiime_ref_taxonomy]["fmtscript"]} \\
 
     #Giving out information
-    echo -e "--qiime_ref_taxonomy: ${params.qiime_ref_taxonomy}\n" >ref_taxonomy.txt
-    echo -e "Title: ${params.qiime_ref_databases[params.qiime_ref_taxonomy]["title"]}\n" >>ref_taxonomy.txt
-    echo -e "Citation: ${params.qiime_ref_databases[params.qiime_ref_taxonomy]["citation"]}\n" >>ref_taxonomy.txt
+    echo -e "--qiime_ref_taxonomy: ${params.qiime_ref_taxonomy}\\n" >ref_taxonomy.txt
+    echo -e "Title: ${params.qiime_ref_databases[params.qiime_ref_taxonomy]["title"]}\\n" >>ref_taxonomy.txt
+    echo -e "Citation: ${params.qiime_ref_databases[params.qiime_ref_taxonomy]["citation"]}\\n" >>ref_taxonomy.txt
     echo "All entries: ${params.qiime_ref_databases[params.qiime_ref_taxonomy]}" >>ref_taxonomy.txt
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
         bash: \$(bash --version | sed -n 1p | grep -Eo 'version [[:alnum:].]+' | sed 's/version //')
+    END_VERSIONS
     """
 }
diff --git a/modules/local/format_taxonomy_sidle.nf b/modules/local/format_taxonomy_sidle.nf
index 522e85cd..f5544aca 100644
--- a/modules/local/format_taxonomy_sidle.nf
+++ b/modules/local/format_taxonomy_sidle.nf
@@ -23,16 +23,17 @@ process FORMAT_TAXONOMY_SIDLE {
     script:
     def derep = params.sidle_ref_databases[params.sidle_ref_taxonomy]["derep"] ?: "99"
     """
-    ${params.sidle_ref_databases[params.sidle_ref_taxonomy]["fmtscript"]} ${derep}
+    ${params.sidle_ref_databases[params.sidle_ref_taxonomy]["fmtscript"]} ${derep} \\
 
     #Giving out information
-    echo -e "--sidle_ref_taxonomy: ${params.sidle_ref_taxonomy}\n" >ref_taxonomy.${suffix}.txt
-    echo -e "Title: ${params.sidle_ref_databases[params.sidle_ref_taxonomy]["title"]}\n" >>ref_taxonomy.${suffix}.txt
-    echo -e "Citation: ${params.sidle_ref_databases[params.sidle_ref_taxonomy]["citation"]}\n" >>ref_taxonomy.${suffix}.txt
+    echo -e "--sidle_ref_taxonomy: ${params.sidle_ref_taxonomy}\\n" >ref_taxonomy.${suffix}.txt
+    echo -e "Title: ${params.sidle_ref_databases[params.sidle_ref_taxonomy]["title"]}\\n" >>ref_taxonomy.${suffix}.txt
+    echo -e "Citation: ${params.sidle_ref_databases[params.sidle_ref_taxonomy]["citation"]}\\n" >>ref_taxonomy.${suffix}.txt
     echo "All entries: ${params.sidle_ref_databases[params.sidle_ref_taxonomy]}" >>ref_taxonomy.${suffix}.txt
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
         bash: \$(bash --version | sed -n 1p | grep -Eo 'version [[:alnum:].]+' | sed 's/version //')
+    END_VERSIONS
     """
 }
diff --git a/modules/local/format_taxonomy_sintax.nf b/modules/local/format_taxonomy_sintax.nf
index 72e4883c..06fd25fd 100644
--- a/modules/local/format_taxonomy_sintax.nf
+++ b/modules/local/format_taxonomy_sintax.nf
@@ -19,16 +19,17 @@ process FORMAT_TAXONOMY_SINTAX {
 
     script:
     """
-    ${params.sintax_ref_databases[params.sintax_ref_taxonomy]["fmtscript"]}
+    ${params.sintax_ref_databases[params.sintax_ref_taxonomy]["fmtscript"]} \\
 
     #Giving out information
-    echo -e "--sintax_ref_taxonomy: ${params.sintax_ref_taxonomy}\n" >ref_taxonomy_sintax.txt
-    echo -e "Title: ${params.sintax_ref_databases[params.sintax_ref_taxonomy]["title"]}\n" >>ref_taxonomy_sintax.txt
-    echo -e "Citation: ${params.sintax_ref_databases[params.sintax_ref_taxonomy]["citation"]}\n" >>ref_taxonomy_sintax.txt
+    echo -e "--sintax_ref_taxonomy: ${params.sintax_ref_taxonomy}\\n" >ref_taxonomy_sintax.txt
+    echo -e "Title: ${params.sintax_ref_databases[params.sintax_ref_taxonomy]["title"]}\\n" >>ref_taxonomy_sintax.txt
+    echo -e "Citation: ${params.sintax_ref_databases[params.sintax_ref_taxonomy]["citation"]}\\n" >>ref_taxonomy_sintax.txt
     echo "All entries: ${params.sintax_ref_databases[params.sintax_ref_taxonomy]}" >>ref_taxonomy_sintax.txt
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
         bash: \$(bash --version | sed -n 1p | grep -Eo 'version [[:alnum:].]+' | sed 's/version //')
+    END_VERSIONS
     """
 }
diff --git a/modules/local/phyloseq_inasv.nf b/modules/local/phyloseq_inasv.nf
index 5f95920a..cd750acb 100644
--- a/modules/local/phyloseq_inasv.nf
+++ b/modules/local/phyloseq_inasv.nf
@@ -23,5 +23,6 @@ process PHYLOSEQ_INASV {
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
         bash: \$(bash --version | sed -n 1p | grep -Eo 'version [[:alnum:].]+' | sed 's/version //')
+    END_VERSIONS
     """
 }

From a7609e0fccf4a070568d9beb0a7f6b0db2df6812 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 27 Mar 2024 09:13:48 +0100
Subject: [PATCH 086/101] update params docs

---
 nextflow_schema.json | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index a837661d..1bc8a75a 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -59,8 +59,8 @@
                     "format": "file-path",
                     "mimetype": "text/tsv",
                     "fa_icon": "fas fa-dna",
-                    "description": "Path to tab-separated multi region sheet",
-                    "help_text": "Path to multi region sheet, either tab-separated (.tsv), comma-separated (.csv), or in YAML format (.yml/.yaml).\n\nChoose a reerence taxonomy with `--sidle_ref_taxonomy` or use `--sidle_ref_tax_custom` and `--sidle_ref_tree_custom`.",
+                    "description": "Path to multi-region definition sheet, for multi-region analysis with Sidle",
+                    "help_text": "Path to file with information about sequenced regions, either tab-separated (.tsv), comma-separated (.csv), or in YAML format (.yml/.yaml). This initiates scaffolding multiple regions along a reference.\n\nThe file must have four headers: \n- `region`: Unique region identifier\n- `region_length`: Minimal length of region\n- `FW_primer`: Forward primer sequence\n- `RV_primer`: Reverse primer sequence\n\nFor more details check the usage documentation.\n\nRelated parameters are:\n- `--sidle_ref_taxonomy` to select the reference taxonomic database\n- `--sidle_ref_tax_custom` for custom reference taxonomic database files\n- `--sidle_ref_tree_custom` for custom phylogenetic tree of reference taxonomic database",
                     "schema": "assets/schema_multiregion.json"
                 },
                 "outdir": {
@@ -344,7 +344,8 @@
         "taxonomic_database": {
             "title": "Taxonomic database",
             "type": "object",
-            "default": "Choose a method and database for taxonomic assignments to single-region amplicons",
+            "fa_icon": "fas fa-database",
+            "description": "Choose a method and database for taxonomic assignments to single-region amplicons",
             "properties": {
                 "dada_ref_taxonomy": {
                     "type": "string",
@@ -541,13 +542,13 @@
                     "description": "Cutoff for partial ITS sequences. Only full sequences by default.",
                     "default": 0
                 }
-            },
-            "fa_icon": "fas fa-database"
+            }
         },
         "multiregion_taxonomic_database": {
             "title": "Multi-region taxonomic database",
             "type": "object",
-            "default": "Choose database for taxonomic assignments with multi-region amplicons using SIDLE",
+            "fa_icon": "fas fa-database",
+            "description": "Choose database for taxonomic assignments with multi-region amplicons using SIDLE",
             "properties": {
                 "sidle_ref_taxonomy": {
                     "type": "string",

From 9c7f78c5a3a7908a0391bdedae30237941d30333 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 27 Mar 2024 10:49:54 +0100
Subject: [PATCH 087/101] re-do workflow figure

---
 docs/images/ampliseq_workflow.png |  Bin 789320 -> 719531 bytes
 docs/images/ampliseq_workflow.svg | 2386 +++++++++++++++--------------
 2 files changed, 1225 insertions(+), 1161 deletions(-)

diff --git a/docs/images/ampliseq_workflow.png b/docs/images/ampliseq_workflow.png
index 80aa6d3e8cec51a7bdf66385f51024912d7aa5fb..3c82a1796229f8eb4a20e0a8f96a23d7ecfaedd0 100644
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From e575b858ed30889521e9e57a600093156579e341 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 27 Mar 2024 10:54:44 +0100
Subject: [PATCH 088/101] update CHENGALOG

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

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4576aa55..02296709 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,7 +8,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### `Added`
 
 - [#700](https://github.com/nf-core/ampliseq/pull/700) - Optional `--save_intermediates` to publish QIIME2 data objects (.qza) and visualisation objects (.qzv)
-- [#702](https://github.com/nf-core/ampliseq/pull/702) - Add multiple regions analysis (including 5R / SMURF / q2-sidle)
+- [#702](https://github.com/nf-core/ampliseq/pull/702),[#723](https://github.com/nf-core/ampliseq/pull/723) - Add multiple regions analysis (including 5R / SMURF / q2-sidle)
 
 ### `Changed`
 

From b3af0be04dc18394b5eb91ea3d9a852b6663609b Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 27 Mar 2024 11:00:29 +0100
Subject: [PATCH 089/101] improve figure

---
 docs/images/ampliseq_workflow.png | Bin 719531 -> 719569 bytes
 docs/images/ampliseq_workflow.svg |   8 ++++----
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/docs/images/ampliseq_workflow.png b/docs/images/ampliseq_workflow.png
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From 6f0b65a32a907586a8254c0884b114bfbf61c2b8 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 27 Mar 2024 12:57:42 +0100
Subject: [PATCH 090/101] adjust figure

---
 docs/images/ampliseq_workflow.png | Bin 719569 -> 719914 bytes
 docs/images/ampliseq_workflow.svg |   6 +++---
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/images/ampliseq_workflow.png b/docs/images/ampliseq_workflow.png
index 87ac216792e905b1ce7fce97103494c2f5fc222d..089035ef493405d585fdf7a3ac54db798b34fc6d 100644
GIT binary patch
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diff --git a/docs/images/ampliseq_workflow.svg b/docs/images/ampliseq_workflow.svg
index 6e998e39..af474614 100644
--- a/docs/images/ampliseq_workflow.svg
+++ b/docs/images/ampliseq_workflow.svg
@@ -265,8 +265,8 @@
      showgrid="false"
      inkscape:current-layer="layer1"
      inkscape:document-units="mm"
-     inkscape:cy="157.93758"
-     inkscape:cx="601.08879"
+     inkscape:cy="153.93758"
+     inkscape:cx="405.08879"
      inkscape:zoom="1"
      inkscape:pageshadow="2"
      inkscape:pageopacity="0.0"
@@ -2620,7 +2620,7 @@
          transform="translate(-5.0687293,52.901416)"
          id="g5304-74">
         <rect
-           style="fill:none;fill-opacity:1;stroke:#000000;stroke-width:0.30000001;stroke-linecap:square;stroke-linejoin:bevel;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:normal"
+           style="fill:#24af63;fill-opacity:1;stroke:#000000;stroke-width:0.30000001;stroke-linecap:square;stroke-linejoin:bevel;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:normal"
            id="rect4770-6-1-7-5-52"
            width="31.516001"
            height="7.5533671"

From 3b0ea7422c2f3d79295c7fe3bc9cea3b16c7f73c Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 27 Mar 2024 13:43:58 +0100
Subject: [PATCH 091/101] bump version to 2.9.0

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

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 02296709..330ec8e5 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).
 
-## nf-core/ampliseq version 2.9.0dev
+## nf-core/ampliseq version 2.9.0  - 2024-04-03
 
 ### `Added`
 
diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index ec828d82..b94a48e9 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/ampliseq/tree/dev" target="_blank">nf-core/ampliseq</a>
+  This report has been generated by the <a href="https://github.com/nf-core/ampliseq/releases/tag/2.9.0" target="_blank">nf-core/ampliseq</a>
   analysis pipeline. For information about how to interpret these results, please see the
-  <a href="https://nf-co.re/ampliseq/dev/docs/output" target="_blank">documentation</a>.
+  <a href="https://nf-co.re/ampliseq/2.9.0/docs/output" target="_blank">documentation</a>.
 report_section_order:
   "nf-core-ampliseq-methods-description":
     order: -1000
diff --git a/nextflow.config b/nextflow.config
index c6d64e89..bf428fac 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -344,7 +344,7 @@ manifest {
     description     = """Amplicon sequencing analysis workflow using DADA2 and QIIME2"""
     mainScript      = 'main.nf'
     nextflowVersion = '!>=23.04.0'
-    version         = '2.9.0dev'
+    version         = '2.9.0'
     doi             = '10.5281/zenodo.1493841'
 }
 

From d6cf94141962593b40d83678ebf5f3841b45fff6 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Wed, 27 Mar 2024 14:09:07 +0100
Subject: [PATCH 092/101] fix typo

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

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 330ec8e5..2a14c0e0 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).
 
-## nf-core/ampliseq version 2.9.0  - 2024-04-03
+## nf-core/ampliseq version 2.9.0 - 2024-04-03
 
 ### `Added`
 

From 8a0f5f283fc881e4fed29a8a3031f835401d2017 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Thu, 28 Mar 2024 10:57:24 +0100
Subject: [PATCH 093/101] fix Download Pipeline Workflow

---
 .github/workflows/download_pipeline.yml | 19 +++++++++++++++----
 CHANGELOG.md                            |  1 +
 2 files changed, 16 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/download_pipeline.yml b/.github/workflows/download_pipeline.yml
index 08622fd5..8cc23578 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:
@@ -28,7 +30,7 @@ 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
         with:
@@ -47,7 +49,7 @@ jobs:
         run: |
           echo "REPO_LOWERCASE=${GITHUB_REPOSITORY,,}" >> ${GITHUB_ENV}
           echo "REPOTITLE_LOWERCASE=$(basename ${GITHUB_REPOSITORY,,})" >> ${GITHUB_ENV}
-          echo "REPO_BRANCH=${{ github.event.inputs.testbranch || 'dev' }}" >> ${GITHUB_ENV}
+          echo "{% raw %}REPO_BRANCH=${{ github.event.inputs.testbranch || 'dev' }}" >> ${GITHUB_ENV}
 
       - name: Download the pipeline
         env:
@@ -65,8 +67,17 @@ 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' <<< ${{ env.REPO_BRANCH }}) -stub -profile test,singularity --outdir ./results
+        run: nextflow run ./${{ env.REPOTITLE_LOWERCASE }}/$( sed 's/\W/_/g' <<< ${{ env.REPO_BRANCH }}) -stub -profile test,singularity --skip_qiime --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 --skip_qiime --outdir ./results{% endraw %}
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2a14c0e0..0a6c5837 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -23,6 +23,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [#718](https://github.com/nf-core/ampliseq/pull/718) - Require a minimum sequence length of 50bp for taxonomic classifcation after using ITSx
 - [#721](https://github.com/nf-core/ampliseq/pull/721) - Fix error `unknown recognition error type: groovyjarjarantlr4.v4.runtime.LexerNoViableAltException` caused by a missing `\` in nf-core module `pigz/uncompress` (which had no consequences but was confusing)
 - [#722](https://github.com/nf-core/ampliseq/pull/722) - When barrnap detects several genes select the lowest e-value
+- [#726](https://github.com/nf-core/ampliseq/pull/726) - Add fallback to `download_pipeline.yml` because the pipeline does not support stub runs ([#2846](https://github.com/nf-core/tools/pull/2846))
 
 ### `Dependencies`
 

From 1c5ea7c343156ea56f391e1532150e202a9bc9a7 Mon Sep 17 00:00:00 2001
From: Daniel Straub <42973691+d4straub@users.noreply.github.com>
Date: Thu, 28 Mar 2024 13:53:44 +0100
Subject: [PATCH 094/101] Apply suggestions from code review
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Co-authored-by: Júlia Mir Pedrol <mirp.julia@gmail.com>
---
 .github/workflows/download_pipeline.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/download_pipeline.yml b/.github/workflows/download_pipeline.yml
index 8cc23578..ad2f1283 100644
--- a/.github/workflows/download_pipeline.yml
+++ b/.github/workflows/download_pipeline.yml
@@ -49,7 +49,7 @@ jobs:
         run: |
           echo "REPO_LOWERCASE=${GITHUB_REPOSITORY,,}" >> ${GITHUB_ENV}
           echo "REPOTITLE_LOWERCASE=$(basename ${GITHUB_REPOSITORY,,})" >> ${GITHUB_ENV}
-          echo "{% raw %}REPO_BRANCH=${{ github.event.inputs.testbranch || 'dev' }}" >> ${GITHUB_ENV}
+          echo "REPO_BRANCH=${{ github.event.inputs.testbranch || 'dev' }}" >> ${GITHUB_ENV}
 
       - name: Download the pipeline
         env:
@@ -80,4 +80,4 @@ jobs:
         env:
           NXF_SINGULARITY_CACHEDIR: ./
           NXF_SINGULARITY_HOME_MOUNT: true
-        run: nextflow run ./${{ env.REPOTITLE_LOWERCASE }}/$( sed 's/\W/_/g' <<< ${{ env.REPO_BRANCH }}) -profile test,singularity --skip_qiime --outdir ./results{% endraw %}
+        run: nextflow run ./${{ env.REPOTITLE_LOWERCASE }}/$( sed 's/\W/_/g' <<< ${{ env.REPO_BRANCH }}) -profile test,singularity --skip_qiime --outdir ./results

From a060f2fd30224e72ad28cbf148bd58711b5f6a06 Mon Sep 17 00:00:00 2001
From: Daniel Straub <42973691+d4straub@users.noreply.github.com>
Date: Tue, 2 Apr 2024 08:58:53 +0200
Subject: [PATCH 095/101] Apply suggestions from code review
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Co-authored-by: Matthias Hörtenhuber <mashehu@users.noreply.github.com>
---
 .editorconfig                               | 4 ----
 .github/workflows/release-announcements.yml | 4 ++--
 docs/usage.md                               | 2 +-
 modules/local/sidle_taxrecon.nf             | 1 -
 modules/local/sidle_trim.nf                 | 1 -
 5 files changed, 3 insertions(+), 9 deletions(-)

diff --git a/.editorconfig b/.editorconfig
index dd9ffa53..5f42de01 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
 [*.{py,md}]
 indent_style = unset
diff --git a/.github/workflows/release-announcements.yml b/.github/workflows/release-announcements.yml
index d468aeaa..8ba55979 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:
@@ -25,7 +25,7 @@ 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
diff --git a/docs/usage.md b/docs/usage.md
index 6b0cade9..7e9a9870 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -253,7 +253,7 @@ Instead of relying on one short amplicon, scaffolding multiple regions along a r
 
 For example, multiple variable regions of the 16S rRNA gene were sequenced with various primers and need to be unified. This leads to one unified abundance and taxonomy profile over all variable regions. However, ASV sequences are only available separately, there is no reconstruction of complete de-novo sequences feasible.
 
-Required is information about sequencing data via [`--input`](#samplesheet-input), region primers length information via [`--multiregion`](https://nf-co.re/ampliseq/parameters#multiregion), and a taxonomic database via [`--sidle_ref_taxonomy`](https://nf-co.re/ampliseq/parameters#sidle_ref_taxonomy) or [`--sidle_ref_tax_custom`](https://nf-co.re/ampliseq/parameters#sidle_ref_tax_custom).
+Information about sequencing data via [`--input`](#samplesheet-input), region primers length information via [`--multiregion`](https://nf-co.re/ampliseq/parameters#multiregion), and a taxonomic database via [`--sidle_ref_taxonomy`](https://nf-co.re/ampliseq/parameters#sidle_ref_taxonomy) or [`--sidle_ref_tax_custom`](https://nf-co.re/ampliseq/parameters#sidle_ref_tax_custom) is required.
 
 ```bash
 --input "samplesheet_multiregion.tsv"  --multiregion "regions_multiregion.tsv" --sidle_ref_taxonomy "silva=128"
diff --git a/modules/local/sidle_taxrecon.nf b/modules/local/sidle_taxrecon.nf
index 5503cf65..13269a0e 100644
--- a/modules/local/sidle_taxrecon.nf
+++ b/modules/local/sidle_taxrecon.nf
@@ -29,7 +29,6 @@ process SIDLE_TAXRECON {
     export MPLCONFIGDIR="./mplconfigdir"
     export NUMBA_CACHE_DIR="./numbacache"
 
-    #CPU=1
     qiime sidle reconstruct-taxonomy \\
         --i-reconstruction-map ${reconstruction_map} \\
         --i-taxonomy ${tax} \\
diff --git a/modules/local/sidle_trim.nf b/modules/local/sidle_trim.nf
index 7727f837..4809425d 100644
--- a/modules/local/sidle_trim.nf
+++ b/modules/local/sidle_trim.nf
@@ -31,7 +31,6 @@ process SIDLE_TRIM {
     export MPLCONFIGDIR="./mplconfigdir"
     export NUMBA_CACHE_DIR="./numbacache"
 
-    #CPU=1
     qiime sidle trim-dada2-posthoc \\
         --i-table ${table} \\
         --i-representative-sequences ${seq} \\

From 53cb658eb5849c1fdbc366a8e89531430275152f Mon Sep 17 00:00:00 2001
From: Daniel Straub <42973691+d4straub@users.noreply.github.com>
Date: Tue, 2 Apr 2024 08:59:40 +0200
Subject: [PATCH 096/101] Update nextflow.config
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Co-authored-by: Matthias Hörtenhuber <mashehu@users.noreply.github.com>
---
 nextflow.config | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/nextflow.config b/nextflow.config
index bf428fac..b51c779a 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -13,7 +13,7 @@ params {
     input                      = null
     input_fasta                = null
     input_folder               = null
-    multiregion          = null
+    multiregion                = null
     extension                  = "/*_R{1,2}_001.fastq.gz"
     pacbio                     = false
     iontorrent                 = false

From 4a11f039ac76e50aadd3a90380544ae3eaeefb51 Mon Sep 17 00:00:00 2001
From: Daniel Straub <42973691+d4straub@users.noreply.github.com>
Date: Tue, 2 Apr 2024 11:00:45 +0200
Subject: [PATCH 097/101] Fix linting in release-announcements.yml

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

diff --git a/.github/workflows/release-announcements.yml b/.github/workflows/release-announcements.yml
index 8ba55979..5ada136c 100644
--- a/.github/workflows/release-announcements.yml
+++ b/.github/workflows/release-announcements.yml
@@ -25,7 +25,7 @@ jobs:
 
             Please see the changelog: ${{ github.event.release.html_url }}
 
-             ${{ steps.get_topics.outputs.topics }} #nfcore #openscience #nextflow #bioinformatics
+            ${{ steps.get_topics.outputs.topics }} #nfcore #openscience #nextflow #bioinformatics
 
   send-tweet:
     runs-on: ubuntu-latest

From 92b398441ade3efafb819ee90765b46302f471fb Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 2 Apr 2024 11:14:53 +0200
Subject: [PATCH 098/101] add pattern to sidle_ref_tree_custom

---
 nextflow_schema.json | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 1bc8a75a..8288f74e 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -564,7 +564,8 @@
                 "sidle_ref_tree_custom": {
                     "type": "string",
                     "help_text": "Overwrites tree chosen by `--sidle_ref_taxonomy`",
-                    "description": "Path to SIDLE reference taxonomy tree (*.qza)"
+                    "description": "Path to SIDLE reference taxonomy tree (*.qza)",
+                    "pattern": "*.qza"
                 }
             }
         },

From c9def1debd51b047ada07281619201ff5557ada4 Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 2 Apr 2024 11:15:45 +0200
Subject: [PATCH 099/101] update CHANGELOG

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

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0a6c5837..ae01ba1f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,7 +8,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### `Added`
 
 - [#700](https://github.com/nf-core/ampliseq/pull/700) - Optional `--save_intermediates` to publish QIIME2 data objects (.qza) and visualisation objects (.qzv)
-- [#702](https://github.com/nf-core/ampliseq/pull/702),[#723](https://github.com/nf-core/ampliseq/pull/723) - Add multiple regions analysis (including 5R / SMURF / q2-sidle)
+- [#702](https://github.com/nf-core/ampliseq/pull/702),[#723](https://github.com/nf-core/ampliseq/pull/723),[#728](https://github.com/nf-core/ampliseq/pull/728) - Add multiple regions analysis (including 5R / SMURF / q2-sidle)
 
 ### `Changed`
 

From 066df3d61feed497b7f3349a428fcacb7cadb4ef Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 2 Apr 2024 11:25:28 +0200
Subject: [PATCH 100/101] fix pattern

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

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 8288f74e..7cf1cd21 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -565,7 +565,7 @@
                     "type": "string",
                     "help_text": "Overwrites tree chosen by `--sidle_ref_taxonomy`",
                     "description": "Path to SIDLE reference taxonomy tree (*.qza)",
-                    "pattern": "*.qza"
+                    "pattern": "^.*\\.qza$"
                 }
             }
         },

From b42e8f0541209055b3fad3659dec4299f532b77a Mon Sep 17 00:00:00 2001
From: d4straub <daniel.straub@uni-tuebingen.de>
Date: Tue, 2 Apr 2024 14:47:02 +0200
Subject: [PATCH 101/101] retrieve sidle container from quay.io/nf-core

---
 CHANGELOG.md                       | 2 +-
 modules/local/sidle_align.nf       | 2 +-
 modules/local/sidle_dbextract.nf   | 2 +-
 modules/local/sidle_dbfilt.nf      | 2 +-
 modules/local/sidle_dbrecon.nf     | 2 +-
 modules/local/sidle_filttax.nf     | 2 +-
 modules/local/sidle_in.nf          | 2 +-
 modules/local/sidle_indb.nf        | 2 +-
 modules/local/sidle_indbaligned.nf | 2 +-
 modules/local/sidle_seqrecon.nf    | 2 +-
 modules/local/sidle_tablerecon.nf  | 2 +-
 modules/local/sidle_taxrecon.nf    | 2 +-
 modules/local/sidle_treerecon.nf   | 2 +-
 modules/local/sidle_trim.nf        | 2 +-
 14 files changed, 14 insertions(+), 14 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ae01ba1f..53df95e7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,7 +8,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### `Added`
 
 - [#700](https://github.com/nf-core/ampliseq/pull/700) - Optional `--save_intermediates` to publish QIIME2 data objects (.qza) and visualisation objects (.qzv)
-- [#702](https://github.com/nf-core/ampliseq/pull/702),[#723](https://github.com/nf-core/ampliseq/pull/723),[#728](https://github.com/nf-core/ampliseq/pull/728) - Add multiple regions analysis (including 5R / SMURF / q2-sidle)
+- [#702](https://github.com/nf-core/ampliseq/pull/702),[#723](https://github.com/nf-core/ampliseq/pull/723),[#728](https://github.com/nf-core/ampliseq/pull/728),[#729](https://github.com/nf-core/ampliseq/pull/729) - Add multiple regions analysis (including 5R / SMURF / q2-sidle)
 
 ### `Changed`
 
diff --git a/modules/local/sidle_align.nf b/modules/local/sidle_align.nf
index 15a3467b..115ccb6d 100644
--- a/modules/local/sidle_align.nf
+++ b/modules/local/sidle_align.nf
@@ -2,7 +2,7 @@ process SIDLE_ALIGN {
     tag "$meta.region"
     label 'process_medium'
 
-    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+    container 'nf-core/pipesidle:0.1.0-beta'
 
     input:
     tuple val(meta), path(kmers), path(seq)
diff --git a/modules/local/sidle_dbextract.nf b/modules/local/sidle_dbextract.nf
index 91f3635e..2cb15b80 100644
--- a/modules/local/sidle_dbextract.nf
+++ b/modules/local/sidle_dbextract.nf
@@ -3,7 +3,7 @@ process SIDLE_DBEXTRACT {
     tag "$meta.region,$meta.region_length"
     label 'process_medium'
 
-    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+    container 'nf-core/pipesidle:0.1.0-beta'
 
     input:
     tuple val(meta), path(table), path(seq), path(db_seq), path(db_tax)
diff --git a/modules/local/sidle_dbfilt.nf b/modules/local/sidle_dbfilt.nf
index 60b4b30f..0c9163f8 100644
--- a/modules/local/sidle_dbfilt.nf
+++ b/modules/local/sidle_dbfilt.nf
@@ -1,7 +1,7 @@
 process SIDLE_DBFILT {
     label 'process_low'
 
-    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+    container 'nf-core/pipesidle:0.1.0-beta'
 
     input:
     path(seq)
diff --git a/modules/local/sidle_dbrecon.nf b/modules/local/sidle_dbrecon.nf
index 18a819b3..717267e3 100644
--- a/modules/local/sidle_dbrecon.nf
+++ b/modules/local/sidle_dbrecon.nf
@@ -1,7 +1,7 @@
 process SIDLE_DBRECON {
     label 'process_medium'
 
-    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+    container 'nf-core/pipesidle:0.1.0-beta'
 
     input:
     val(metaid)
diff --git a/modules/local/sidle_filttax.nf b/modules/local/sidle_filttax.nf
index 52804b8a..bfe18282 100644
--- a/modules/local/sidle_filttax.nf
+++ b/modules/local/sidle_filttax.nf
@@ -2,7 +2,7 @@
 process SIDLE_FILTTAX {
     label 'process_single'
 
-    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+    container 'nf-core/pipesidle:0.1.0-beta'
 
     input:
     path(table_tofilter)
diff --git a/modules/local/sidle_in.nf b/modules/local/sidle_in.nf
index 4eddef41..a17c5ca9 100644
--- a/modules/local/sidle_in.nf
+++ b/modules/local/sidle_in.nf
@@ -2,7 +2,7 @@ process SIDLE_IN {
     tag "$meta.region"
     label 'process_single'
 
-    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+    container 'nf-core/pipesidle:0.1.0-beta'
 
     input:
     tuple val(meta), path(table), path(seq)
diff --git a/modules/local/sidle_indb.nf b/modules/local/sidle_indb.nf
index f91a21ac..e87a7930 100644
--- a/modules/local/sidle_indb.nf
+++ b/modules/local/sidle_indb.nf
@@ -1,7 +1,7 @@
 process SIDLE_INDB {
     label 'process_single'
 
-    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+    container 'nf-core/pipesidle:0.1.0-beta'
 
     input:
     path(seq)
diff --git a/modules/local/sidle_indbaligned.nf b/modules/local/sidle_indbaligned.nf
index 4029d697..fc7bd705 100644
--- a/modules/local/sidle_indbaligned.nf
+++ b/modules/local/sidle_indbaligned.nf
@@ -1,7 +1,7 @@
 process SIDLE_INDBALIGNED {
     label 'process_single'
 
-    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+    container 'nf-core/pipesidle:0.1.0-beta'
 
     input:
     path(seq)
diff --git a/modules/local/sidle_seqrecon.nf b/modules/local/sidle_seqrecon.nf
index 38fa742d..75f41039 100644
--- a/modules/local/sidle_seqrecon.nf
+++ b/modules/local/sidle_seqrecon.nf
@@ -2,7 +2,7 @@ process SIDLE_SEQRECON {
     label 'process_medium'
     label 'single_cpu'
 
-    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+    container 'nf-core/pipesidle:0.1.0-beta'
 
     input:
     path(reconstruction_map)
diff --git a/modules/local/sidle_tablerecon.nf b/modules/local/sidle_tablerecon.nf
index fc6ba9ee..f1d13aeb 100644
--- a/modules/local/sidle_tablerecon.nf
+++ b/modules/local/sidle_tablerecon.nf
@@ -1,7 +1,7 @@
 process SIDLE_TABLERECON {
     label 'process_medium'
 
-    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+    container 'nf-core/pipesidle:0.1.0-beta'
 
     input:
     val(metaid)
diff --git a/modules/local/sidle_taxrecon.nf b/modules/local/sidle_taxrecon.nf
index 13269a0e..d1f79388 100644
--- a/modules/local/sidle_taxrecon.nf
+++ b/modules/local/sidle_taxrecon.nf
@@ -1,7 +1,7 @@
 process SIDLE_TAXRECON {
     label 'process_single'
 
-    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+    container 'nf-core/pipesidle:0.1.0-beta'
 
     input:
     path(reconstruction_map)
diff --git a/modules/local/sidle_treerecon.nf b/modules/local/sidle_treerecon.nf
index 91838e3e..0824e0e5 100644
--- a/modules/local/sidle_treerecon.nf
+++ b/modules/local/sidle_treerecon.nf
@@ -1,7 +1,7 @@
 process SIDLE_TREERECON {
     label 'process_medium'
 
-    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+    container 'nf-core/pipesidle:0.1.0-beta'
 
     input:
     path(reconstruction_fragments)
diff --git a/modules/local/sidle_trim.nf b/modules/local/sidle_trim.nf
index 4809425d..36e21c91 100644
--- a/modules/local/sidle_trim.nf
+++ b/modules/local/sidle_trim.nf
@@ -2,7 +2,7 @@ process SIDLE_TRIM {
     tag "$meta.region,$meta.region_length"
     label 'process_single'
 
-    container 'docker.io/d4straub/pipesidle:0.1.0-beta'
+    container 'nf-core/pipesidle:0.1.0-beta'
 
     input:
     tuple val(meta), path(table), path(seq)