From 7321daf4f6f141efae218a34b2b69c482d1dfeed Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 18 Feb 2022 08:41:34 +0100
Subject: [PATCH 001/372] Update README with approximate pipeline outline

---
 README.md | 20 ++++++++++++++++++--
 1 file changed, 18 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 8f33f2c..f57666d 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@
 ## Introduction
 
 <!-- TODO nf-core: Write a 1-2 sentence summary of what data the pipeline is for and what it does -->
-**nf-core/taxprofiler** is a bioinformatics best-practice analysis pipeline for Taxonomic profiling of shotgun metagenomic data.
+**nf-core/taxprofiler** is a bioinformatics best-practice analysis pipeline for taxonomic profiling of shotgun metagenomic data. It allows for in-parallel profiling against multiple profiling tools and databases and produces standardised output tables.
 
 The pipeline is built using [Nextflow](https://www.nextflow.io), a workflow tool to run tasks across multiple compute infrastructures in a very portable manner. It uses Docker/Singularity containers making installation trivial and results highly reproducible. The [Nextflow DSL2](https://www.nextflow.io/docs/latest/dsl2.html) implementation of this pipeline uses one container per process which makes it much easier to maintain and update software dependencies. Where possible, these processes have been submitted to and installed from [nf-core/modules](https://github.com/nf-core/modules) in order to make them available to all nf-core pipelines, and to everyone within the Nextflow community!
 
@@ -29,7 +29,23 @@ On release, automated continuous integration tests run the pipeline on a full-si
 <!-- TODO nf-core: Fill in short bullet-pointed list of the default steps in the pipeline -->
 
 1. Read QC ([`FastQC`](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/))
-2. Present QC for raw reads ([`MultiQC`](http://multiqc.info/))
+2. Performs optional read pre-processing
+   - Adapter clipping and merging
+   - Low complexity filtering
+   - Host read removal
+   - Run merging
+3. Performs taxonomic profiling a choice of:
+   - Kraken2
+   - MetaPhlAn3
+   - MALT
+   - DIAMOND
+   - Centrifuge
+   - Kaiju
+   - mOTUs
+4.  Perform optional post-processing with:
+    -  bracken
+5.  Standardises output tables
+6. Present QC for raw reads ([`MultiQC`](http://multiqc.info/))
 
 ## Quick Start
 

From c68afbbf90c98e87716dc526d6c5a9631a341201 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 18 Feb 2022 08:45:06 +0100
Subject: [PATCH 002/372] Update nextflow.config

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

diff --git a/nextflow.config b/nextflow.config
index c2d51b5..186979c 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -121,7 +121,7 @@ if (!params.igenomes_ignore) {
 }
 
 // Export these variables to prevent local Python/R libraries from conflicting with those in the container
-// The JULIA depot path has been adjusted to a fixed path `/usr/local/share/julia` that needs to be used for packages in the container. 
+// The JULIA depot path has been adjusted to a fixed path `/usr/local/share/julia` that needs to be used for packages in the container.
 // See https://apeltzer.github.io/post/03-julia-lang-nextflow/ for details on that. Once we have a common agreement on where to keep Julia packages, this is adjustable.
 
 env {

From f867c057a4e1f0c7f4fc23db44356ee120de261f Mon Sep 17 00:00:00 2001
From: maxibor <maxime.borry@gmail.com>
Date: Fri, 18 Feb 2022 11:53:13 +0100
Subject: [PATCH 003/372] add more columns to samplesheet

---
 bin/check_samplesheet.py | 138 +++++++++++++++++++++++++++++++++------
 1 file changed, 118 insertions(+), 20 deletions(-)

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index 41dd9aa..eb6a7dc 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -3,6 +3,7 @@
 # TODO nf-core: Update the script to check the samplesheet
 # This script is based on the example at: https://raw.githubusercontent.com/nf-core/test-datasets/viralrecon/samplesheet/samplesheet_test_illumina_amplicon.csv
 
+from distutils import extension
 import os
 import sys
 import errno
@@ -10,7 +11,9 @@ import argparse
 
 
 def parse_args(args=None):
-    Description = "Reformat nf-core/taxprofiler samplesheet file and check its contents."
+    Description = (
+        "Reformat nf-core/taxprofiler samplesheet file and check its contents."
+    )
     Epilog = "Example usage: python check_samplesheet.py <FILE_IN> <FILE_OUT>"
 
     parser = argparse.ArgumentParser(description=Description, epilog=Epilog)
@@ -43,25 +46,62 @@ def check_samplesheet(file_in, file_out):
     """
     This function checks that the samplesheet follows the following structure:
 
-    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,
+    sample,run_accession,instrument_platform,fastq_1,fastq_2,fasta
+    2611,ERR5766174,ILLUMINA,NA,NA,FA_EXTENSIONSERX5474930_ERR5766174_1.fa.gz
+    2612,ERR5766176,ILLUMINA,ERX5474932_ERR5766176_1.fastq.gz,ERX5474932_ERR5766176_2.fastq.gz,NA
+    2612,ERR5766174,ILLUMINA,ERX5474936_ERR5766180_1.fastq.gz,NA,NA
+    2613,ERR5766181,ILLUMINA,ERX5474930_ERR5766174_1.fa.gz,ERX5474930_ERR5766174_2.fa.gz,NA
 
     For an example see:
     https://raw.githubusercontent.com/nf-core/test-datasets/viralrecon/samplesheet/samplesheet_test_illumina_amplicon.csv
     """
 
+    FQ_EXTENSIONS = (".fq", ".fq.gz", ".fastq", ".fastq.gz")
+    FA_EXTENSIONS = (
+        ".fa",
+        ".fa.gz",
+        ".fasta",
+        ".fasta.gz",
+        ".fna",
+        ".fna.gz",
+        ".fas",
+        ".fas.gz",
+    )
+    INSTRUMENT_PLATFORMS = [
+        "ABI_SOLID",
+        "BGISEQ",
+        "CAPILLARY",
+        "COMPLETE_GENOMICS",
+        "DNBSEQ",
+        "HELICOS",
+        "ILLUMINA",
+        "ION_TORRENT",
+        "LS454",
+        "OXFORD_NANOPORE",
+        "PACBIO_SMRT",
+    ]
+
     sample_mapping_dict = {}
     with open(file_in, "r") as fin:
 
         ## Check header
-        MIN_COLS = 2
+        MIN_COLS = 4
         # TODO nf-core: Update the column names for the input samplesheet
-        HEADER = ["sample", "fastq_1", "fastq_2"]
+        HEADER = [
+            "sample",
+            "run_accession",
+            "instrument_platform",
+            "fastq_1",
+            "fastq_2",
+            "fasta",
+        ]
         header = [x.strip('"') for x in fin.readline().strip().split(",")]
         if header[: len(HEADER)] != HEADER:
-            print("ERROR: Please check samplesheet header -> {} != {}".format(",".join(header), ",".join(HEADER)))
+            print(
+                "ERROR: Please check samplesheet header -> {} != {}".format(
+                    ",".join(header), ",".join(HEADER)
+                )
+            )
             sys.exit(1)
 
         ## Check sample entries
@@ -78,13 +118,22 @@ def check_samplesheet(file_in, file_out):
             num_cols = len([x for x in lspl if x])
             if num_cols < MIN_COLS:
                 print_error(
-                    "Invalid number of populated columns (minimum = {})!".format(MIN_COLS),
+                    "Invalid number of populated columns (minimum = {})!".format(
+                        MIN_COLS
+                    ),
                     "Line",
                     line,
                 )
 
             ## Check sample name entries
-            sample, fastq_1, fastq_2 = lspl[: len(HEADER)]
+            (
+                sample,
+                run_accession,
+                instrument_platform,
+                fastq_1,
+                fastq_2,
+                fasta,
+            ) = lspl[: len(HEADER)]
             sample = sample.replace(" ", "_")
             if not sample:
                 print_error("Sample entry has not been specified!", "Line", line)
@@ -94,23 +143,55 @@ def check_samplesheet(file_in, file_out):
                 if fastq:
                     if fastq.find(" ") != -1:
                         print_error("FastQ file contains spaces!", "Line", line)
-                    if not fastq.endswith(".fastq.gz") and not fastq.endswith(".fq.gz"):
+                    if not fastq.endswith(FQ_EXTENSIONS):
                         print_error(
-                            "FastQ file does not have extension '.fastq.gz' or '.fq.gz'!",
+                            f"FastQ file does not have extension {' or '.join(list(FQ_EXTENSIONS))} !",
                             "Line",
                             line,
                         )
+            if fasta:
+                if fasta.find(" ") != -1:
+                    print_error("FastA file contains spaces!", "Line", line)
+                if not fasta.endswith(FA_EXTENSIONS):
+                    print_error(
+                        f"FastA file does not have extension {' or '.join(list(FA_EXTENSIONS))}!",
+                        "Line",
+                        line,
+                    )
+            sample_info = []
+
+            # Check run_accession
+            if not run_accession:
+                print_error("Run accession has not been specified!", "Line", line)
+            else:
+                sample_info.append(run_accession)
+
+            # Check instrument_platform
+            if not instrument_platform:
+                print_error("Instrument platform has not been specified!", "Line", line)
+            else:
+                if instrument_platform not in INSTRUMENT_PLATFORMS:
+                    print_error(
+                        f"Instrument platform {instrument_platform} is not supported!",
+                        f"List of supported platforms {', '.join(INSTRUMENT_PLATFORMS)}",
+                        "Line",
+                        line,
+                    )
+                sample_info.append(instrument_platform)
 
             ## Auto-detect paired-end/single-end
-            sample_info = []  ## [single_end, fastq_1, fastq_2]
             if sample and fastq_1 and fastq_2:  ## Paired-end short reads
-                sample_info = ["0", fastq_1, fastq_2]
+                sample_info.extend(["0", fastq_1, fastq_2, fasta])
             elif sample and fastq_1 and not fastq_2:  ## Single-end short reads
-                sample_info = ["1", fastq_1, fastq_2]
+                sample_info.extend(["1", fastq_1, fastq_2, fasta])
+            elif (
+                sample and fasta and not fastq_1 and not fastq_2
+            ):  ## Single-end long reads
+                sample_info.extend(["1", fastq_1, fastq_2, fasta])
             else:
                 print_error("Invalid combination of columns provided!", "Line", line)
 
-            ## Create sample mapping dictionary = { sample: [ single_end, fastq_1, fastq_2 ] }
+            ## Create sample mapping dictionary = { sample: [ single_end, fastq_1, fastq_2 , fasta, run_accession, instrument_platform] }
             if sample not in sample_mapping_dict:
                 sample_mapping_dict[sample] = [sample_info]
             else:
@@ -120,19 +201,36 @@ def check_samplesheet(file_in, file_out):
                     sample_mapping_dict[sample].append(sample_info)
 
     ## Write validated samplesheet with appropriate columns
+    HEADER_OUT = [
+        "sample",
+        "run_accession",
+        "instrument_platform",
+        "single_end",
+        "fastq_1",
+        "fastq_2",
+        "fasta",
+    ]
     if len(sample_mapping_dict) > 0:
         out_dir = os.path.dirname(file_out)
         make_dir(out_dir)
         with open(file_out, "w") as fout:
-            fout.write(",".join(["sample", "single_end", "fastq_1", "fastq_2"]) + "\n")
+            fout.write(",".join(HEADER_OUT) + "\n")
             for sample in sorted(sample_mapping_dict.keys()):
 
                 ## Check that multiple runs of the same sample are of the same datatype
-                if not all(x[0] == sample_mapping_dict[sample][0][0] for x in sample_mapping_dict[sample]):
-                    print_error("Multiple runs of a sample must be of the same datatype!", "Sample: {}".format(sample))
+                if not all(
+                    x[0] == sample_mapping_dict[sample][0][0]
+                    for x in sample_mapping_dict[sample]
+                ):
+                    print_error(
+                        "Multiple runs of a sample must be of the same datatype!",
+                        "Sample: {}".format(sample),
+                    )
 
                 for idx, val in enumerate(sample_mapping_dict[sample]):
-                    fout.write(",".join(["{}_T{}".format(sample, idx + 1)] + val) + "\n")
+                    fout.write(
+                        ",".join(["{}_T{}".format(sample, idx + 1)] + val) + "\n"
+                    )
     else:
         print_error("No entries to process!", "Samplesheet: {}".format(file_in))
 

From 54a1a4fd459afa7e9987c72e5e1d4b7ac67683d0 Mon Sep 17 00:00:00 2001
From: maxibor <maxime.borry@gmail.com>
Date: Fri, 18 Feb 2022 13:11:18 +0100
Subject: [PATCH 004/372] update samplesheet specs

---
 bin/check_samplesheet.py | 27 ++++++---------------------
 1 file changed, 6 insertions(+), 21 deletions(-)

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index eb6a7dc..77a5107 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -47,13 +47,10 @@ def check_samplesheet(file_in, file_out):
     This function checks that the samplesheet follows the following structure:
 
     sample,run_accession,instrument_platform,fastq_1,fastq_2,fasta
-    2611,ERR5766174,ILLUMINA,NA,NA,FA_EXTENSIONSERX5474930_ERR5766174_1.fa.gz
-    2612,ERR5766176,ILLUMINA,ERX5474932_ERR5766176_1.fastq.gz,ERX5474932_ERR5766176_2.fastq.gz,NA
-    2612,ERR5766174,ILLUMINA,ERX5474936_ERR5766180_1.fastq.gz,NA,NA
-    2613,ERR5766181,ILLUMINA,ERX5474930_ERR5766174_1.fa.gz,ERX5474930_ERR5766174_2.fa.gz,NA
-
-    For an example see:
-    https://raw.githubusercontent.com/nf-core/test-datasets/viralrecon/samplesheet/samplesheet_test_illumina_amplicon.csv
+    2611,ERR5766174,ILLUMINA,,,ERX5474930_ERR5766174_1.fa.gz
+    2612,ERR5766176,ILLUMINA,ERX5474932_ERR5766176_1.fastq.gz,ERX5474932_ERR5766176_2.fastq.gz,
+    2612,ERR5766174,ILLUMINA,ERX5474936_ERR5766180_1.fastq.gz,,
+    2613,ERR5766181,ILLUMINA,ERX5474937_ERR5766181_1.fastq.gz,ERX5474937_ERR5766181_2.fastq.gz,
     """
 
     FQ_EXTENSIONS = (".fq", ".fq.gz", ".fastq", ".fastq.gz")
@@ -216,21 +213,9 @@ def check_samplesheet(file_in, file_out):
         with open(file_out, "w") as fout:
             fout.write(",".join(HEADER_OUT) + "\n")
             for sample in sorted(sample_mapping_dict.keys()):
-
-                ## Check that multiple runs of the same sample are of the same datatype
-                if not all(
-                    x[0] == sample_mapping_dict[sample][0][0]
-                    for x in sample_mapping_dict[sample]
-                ):
-                    print_error(
-                        "Multiple runs of a sample must be of the same datatype!",
-                        "Sample: {}".format(sample),
-                    )
-
                 for idx, val in enumerate(sample_mapping_dict[sample]):
-                    fout.write(
-                        ",".join(["{}_T{}".format(sample, idx + 1)] + val) + "\n"
-                    )
+                    fout.write(f"{sample},{','.join(val)}\n")
+                    # fout.write(f",".join(["{}".format(sample)] + val) + "\n")
     else:
         print_error("No entries to process!", "Samplesheet: {}".format(file_in))
 

From a6cfa0a1ba3b9c0ad2263d8225bcbc05117f4bc3 Mon Sep 17 00:00:00 2001
From: maxibor <maxime.borry@gmail.com>
Date: Fri, 18 Feb 2022 13:15:30 +0100
Subject: [PATCH 005/372] cleanup

---
 bin/check_samplesheet.py | 7 +------
 1 file changed, 1 insertion(+), 6 deletions(-)

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index 77a5107..0f19523 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -1,8 +1,5 @@
 #!/usr/bin/env python
 
-# TODO nf-core: Update the script to check the samplesheet
-# This script is based on the example at: https://raw.githubusercontent.com/nf-core/test-datasets/viralrecon/samplesheet/samplesheet_test_illumina_amplicon.csv
-
 from distutils import extension
 import os
 import sys
@@ -83,7 +80,6 @@ def check_samplesheet(file_in, file_out):
 
         ## Check header
         MIN_COLS = 4
-        # TODO nf-core: Update the column names for the input samplesheet
         HEADER = [
             "sample",
             "run_accession",
@@ -188,7 +184,7 @@ def check_samplesheet(file_in, file_out):
             else:
                 print_error("Invalid combination of columns provided!", "Line", line)
 
-            ## Create sample mapping dictionary = { sample: [ single_end, fastq_1, fastq_2 , fasta, run_accession, instrument_platform] }
+            ## Create sample mapping dictionary = { sample: [ run_accession, instrument_platform, single_end, fastq_1, fastq_2 , fasta ] }
             if sample not in sample_mapping_dict:
                 sample_mapping_dict[sample] = [sample_info]
             else:
@@ -215,7 +211,6 @@ def check_samplesheet(file_in, file_out):
             for sample in sorted(sample_mapping_dict.keys()):
                 for idx, val in enumerate(sample_mapping_dict[sample]):
                     fout.write(f"{sample},{','.join(val)}\n")
-                    # fout.write(f",".join(["{}".format(sample)] + val) + "\n")
     else:
         print_error("No entries to process!", "Samplesheet: {}".format(file_in))
 

From 1b893cb039fee4544cef4d716668ef62c8551d17 Mon Sep 17 00:00:00 2001
From: maxibor <maxime.borry@gmail.com>
Date: Fri, 18 Feb 2022 13:27:10 +0100
Subject: [PATCH 006/372] add check for fastq with fasta

---
 bin/check_samplesheet.py | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index 0f19523..d6e7123 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -181,6 +181,12 @@ def check_samplesheet(file_in, file_out):
                 sample and fasta and not fastq_1 and not fastq_2
             ):  ## Single-end long reads
                 sample_info.extend(["1", fastq_1, fastq_2, fasta])
+            elif fasta and (fastq_1 or fastq_2):
+                print_error(
+                    "FastQ and FastA files cannot be specified together in the same library!",
+                    "Line",
+                    line,
+                )
             else:
                 print_error("Invalid combination of columns provided!", "Line", line)
 

From cf55cc592cf41868f8cd480f53116525ab08f960 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 18 Feb 2022 16:51:01 +0100
Subject: [PATCH 007/372] Get skeleton read processing to input for profiling

---
 README.md                                  |  6 +-
 conf/modules.config                        | 39 +++++++++++
 conf/test.config                           |  4 +-
 lib/WorkflowTaxprofiler.groovy             |  9 +--
 modules.json                               |  6 ++
 modules/nf-core/modules/cat/fastq/main.nf  | 51 ++++++++++++++
 modules/nf-core/modules/cat/fastq/meta.yml | 39 +++++++++++
 modules/nf-core/modules/fastp/main.nf      | 75 ++++++++++++++++++++
 modules/nf-core/modules/fastp/meta.yml     | 68 ++++++++++++++++++
 nextflow.config                            |  5 +-
 nextflow_schema.json                       |  9 ---
 subworkflows/local/input_check.nf          | 43 ++++++++++--
 workflows/taxprofiler.nf                   | 80 +++++++++++++++++++++-
 13 files changed, 407 insertions(+), 27 deletions(-)
 create mode 100644 modules/nf-core/modules/cat/fastq/main.nf
 create mode 100644 modules/nf-core/modules/cat/fastq/meta.yml
 create mode 100644 modules/nf-core/modules/fastp/main.nf
 create mode 100644 modules/nf-core/modules/fastp/meta.yml

diff --git a/README.md b/README.md
index f57666d..5f00709 100644
--- a/README.md
+++ b/README.md
@@ -42,9 +42,9 @@ On release, automated continuous integration tests run the pipeline on a full-si
    - Centrifuge
    - Kaiju
    - mOTUs
-4.  Perform optional post-processing with:
-    -  bracken
-5.  Standardises output tables
+4. Perform optional post-processing with:
+    - bracken
+5. Standardises output tables
 6. Present QC for raw reads ([`MultiQC`](http://multiqc.info/))
 
 ## Quick Start
diff --git a/conf/modules.config b/conf/modules.config
index a0506a4..2d533e9 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -28,8 +28,47 @@ process {
 
     withName: FASTQC {
         ext.args = '--quiet'
+        ext.prefix = { "${meta.id}_${meta.run_accession}_raw" }
+        publishDir = [
+            path: { "${params.outdir}/fastqc/raw" },
+            mode: 'copy',
+            pattern: '*.html'
+        ]
     }
 
+    withName: FASTP {
+        ext.prefix = { "${meta.id}_${meta.run_accession}" }
+        // TODO also include option to NOT merge
+        ext.args   = [
+            { ${meta.single_end} } == 0 ? "-m" : '',
+            params.fastp_exclude_unmerged ? '' : "--include_unmerged"
+        ].join(' ').trim()
+        publishDir = [
+            path: { "${params.outdir}/fastp" },
+            mode: 'copy',
+            pattern: '*.fastq.gz'
+        ]
+    }
+
+    withName: FASTQC_POST {
+        ext.args = '--quiet'
+        ext.prefix = { "${meta.id}_${meta.run_accession}_processed" }
+        publishDir = [
+            path: { "${params.outdir}/fastqc/processed" },
+            mode: 'copy',
+            pattern: '*.html'
+        ]
+    }
+
+    withName: CAT_FASTQ {
+        publishDir = [
+            path: { "${params.outdir}/prepared_sequences" },
+            mode: 'copy',
+            pattern: '*.fastq.gz'
+        ]
+    }
+
+
     withName: CUSTOM_DUMPSOFTWAREVERSIONS {
         publishDir = [
             path: { "${params.outdir}/pipeline_info" },
diff --git a/conf/test.config b/conf/test.config
index 45f87af..5db566a 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -22,8 +22,6 @@ params {
     // Input data
     // TODO nf-core: Specify the paths to your test data on nf-core/test-datasets
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
-    input  = 'https://raw.githubusercontent.com/nf-core/test-datasets/viralrecon/samplesheet/samplesheet_test_illumina_amplicon.csv'
+    input  = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
 
-    // Genome references
-    genome = 'R64-1-1'
 }
diff --git a/lib/WorkflowTaxprofiler.groovy b/lib/WorkflowTaxprofiler.groovy
index 53482ac..57a95e3 100755
--- a/lib/WorkflowTaxprofiler.groovy
+++ b/lib/WorkflowTaxprofiler.groovy
@@ -10,10 +10,11 @@ class WorkflowTaxprofiler {
     public static void initialise(params, log) {
         genomeExistsError(params, log)
 
-        if (!params.fasta) {
-            log.error "Genome fasta file not specified with e.g. '--fasta genome.fa' or via a detectable config file."
-            System.exit(1)
-        }
+        // TODO update as necessary
+        //if (!params.fasta) {
+        //    log.error "Genome fasta file not specified with e.g. '--fasta genome.fa' or via a detectable config file."
+        //    System.exit(1)
+        //}
     }
 
     //
diff --git a/modules.json b/modules.json
index 939b85f..6cf2b3e 100644
--- a/modules.json
+++ b/modules.json
@@ -3,9 +3,15 @@
     "homePage": "https://github.com/nf-core/taxprofiler",
     "repos": {
         "nf-core/modules": {
+            "cat/fastq": {
+                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+            },
             "custom/dumpsoftwareversions": {
                 "git_sha": "20d8250d9f39ddb05dfb437603aaf99b5c0b2b41"
             },
+            "fastp": {
+                "git_sha": "d0a1cbb703a130c19f6796c3fce24fbe7dfce789"
+            },
             "fastqc": {
                 "git_sha": "9d0cad583b9a71a6509b754fdf589cbfbed08961"
             },
diff --git a/modules/nf-core/modules/cat/fastq/main.nf b/modules/nf-core/modules/cat/fastq/main.nf
new file mode 100644
index 0000000..bf0877c
--- /dev/null
+++ b/modules/nf-core/modules/cat/fastq/main.nf
@@ -0,0 +1,51 @@
+process CAT_FASTQ {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda (params.enable_conda ? "conda-forge::sed=4.7" : null)
+    container "${ 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' :
+        'biocontainers/biocontainers:v1.2.0_cv1' }"
+
+    input:
+    tuple val(meta), path(reads, stageAs: "input*/*")
+
+    output:
+    tuple val(meta), path("*.merged.fastq.gz"), emit: reads
+    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.id}"
+    def readList = reads.collect{ it.toString() }
+    if (meta.single_end) {
+        if (readList.size > 1) {
+            """
+            cat ${readList.join(' ')} > ${prefix}.merged.fastq.gz
+
+            cat <<-END_VERSIONS > versions.yml
+            "${task.process}":
+                cat: \$(echo \$(cat --version 2>&1) | sed 's/^.*coreutils) //; s/ .*\$//')
+            END_VERSIONS
+            """
+        }
+    } else {
+        if (readList.size > 2) {
+            def read1 = []
+            def read2 = []
+            readList.eachWithIndex{ v, ix -> ( ix & 1 ? read2 : read1 ) << v }
+            """
+            cat ${read1.join(' ')} > ${prefix}_1.merged.fastq.gz
+            cat ${read2.join(' ')} > ${prefix}_2.merged.fastq.gz
+
+            cat <<-END_VERSIONS > versions.yml
+            "${task.process}":
+                cat: \$(echo \$(cat --version 2>&1) | sed 's/^.*coreutils) //; s/ .*\$//')
+            END_VERSIONS
+            """
+        }
+    }
+}
diff --git a/modules/nf-core/modules/cat/fastq/meta.yml b/modules/nf-core/modules/cat/fastq/meta.yml
new file mode 100644
index 0000000..c836598
--- /dev/null
+++ b/modules/nf-core/modules/cat/fastq/meta.yml
@@ -0,0 +1,39 @@
+name: cat_fastq
+description: Concatenates fastq files
+keywords:
+  - fastq
+  - concatenate
+tools:
+  - cat:
+      description: |
+        The cat utility reads files sequentially, writing them to the standard output.
+      documentation: https://www.gnu.org/software/coreutils/manual/html_node/cat-invocation.html
+      licence: ["GPL-3.0-or-later"]
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - reads:
+      type: list
+      description: |
+        List of input FastQ files to be concatenated.
+output:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - reads:
+      type: file
+      description: Merged fastq file
+      pattern: "*.{merged.fastq.gz}"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+
+authors:
+  - "@joseespinosa"
+  - "@drpatelh"
diff --git a/modules/nf-core/modules/fastp/main.nf b/modules/nf-core/modules/fastp/main.nf
new file mode 100644
index 0000000..5c9e3b8
--- /dev/null
+++ b/modules/nf-core/modules/fastp/main.nf
@@ -0,0 +1,75 @@
+process FASTP {
+    tag "$meta.id"
+    label 'process_medium'
+
+    conda (params.enable_conda ? 'bioconda::fastp=0.23.2' : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/fastp:0.23.2--h79da9fb_0' :
+        'quay.io/biocontainers/fastp:0.23.2--h79da9fb_0' }"
+
+    input:
+    tuple val(meta), path(reads)
+    val   save_trimmed_fail
+    val   save_merged
+
+    output:
+    tuple val(meta), path('*.trim.fastq.gz')  , optional:true, emit: reads
+    tuple val(meta), path('*.json')           , emit: json
+    tuple val(meta), path('*.html')           , emit: html
+    tuple val(meta), path('*.log')            , emit: log
+    path "versions.yml"                       , emit: versions
+    tuple val(meta), path('*.fail.fastq.gz')  , optional:true, emit: reads_fail
+    tuple val(meta), path('*.merged.fastq.gz'), optional:true, emit: reads_merged
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    // Added soft-links to original fastqs for consistent naming in MultiQC
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    if (meta.single_end) {
+        def fail_fastq = save_trimmed_fail ? "--failed_out ${prefix}.fail.fastq.gz" : ''
+        """
+        [ ! -f  ${prefix}.fastq.gz ] && ln -s $reads ${prefix}.fastq.gz
+        fastp \\
+            --in1 ${prefix}.fastq.gz \\
+            --out1 ${prefix}.trim.fastq.gz \\
+            --thread $task.cpus \\
+            --json ${prefix}.fastp.json \\
+            --html ${prefix}.fastp.html \\
+            $fail_fastq \\
+            $args \\
+            2> ${prefix}.fastp.log
+        cat <<-END_VERSIONS > versions.yml
+        "${task.process}":
+            fastp: \$(fastp --version 2>&1 | sed -e "s/fastp //g")
+        END_VERSIONS
+        """
+    } else {
+        def fail_fastq  = save_trimmed_fail ? "--unpaired1 ${prefix}_1.fail.fastq.gz --unpaired2 ${prefix}_2.fail.fastq.gz" : ''
+        def merge_fastq = save_merged ? "-m --merged_out ${prefix}.merged.fastq.gz" : ''
+        """
+        [ ! -f  ${prefix}_1.fastq.gz ] && ln -s ${reads[0]} ${prefix}_1.fastq.gz
+        [ ! -f  ${prefix}_2.fastq.gz ] && ln -s ${reads[1]} ${prefix}_2.fastq.gz
+        fastp \\
+            --in1 ${prefix}_1.fastq.gz \\
+            --in2 ${prefix}_2.fastq.gz \\
+            --out1 ${prefix}_1.trim.fastq.gz \\
+            --out2 ${prefix}_2.trim.fastq.gz \\
+            --json ${prefix}.fastp.json \\
+            --html ${prefix}.fastp.html \\
+            $fail_fastq \\
+            $merge_fastq \\
+            --thread $task.cpus \\
+            --detect_adapter_for_pe \\
+            $args \\
+            2> ${prefix}.fastp.log
+
+        cat <<-END_VERSIONS > versions.yml
+        "${task.process}":
+            fastp: \$(fastp --version 2>&1 | sed -e "s/fastp //g")
+        END_VERSIONS
+        """
+    }
+}
diff --git a/modules/nf-core/modules/fastp/meta.yml b/modules/nf-core/modules/fastp/meta.yml
new file mode 100644
index 0000000..3274e41
--- /dev/null
+++ b/modules/nf-core/modules/fastp/meta.yml
@@ -0,0 +1,68 @@
+name: fastp
+description: Perform adapter/quality trimming on sequencing reads
+keywords:
+  - trimming
+  - quality control
+  - fastq
+tools:
+  - fastp:
+      description: |
+        A tool designed to provide fast all-in-one preprocessing for FastQ files. This tool is developed in C++ with multithreading supported to afford high performance.
+      documentation: https://github.com/OpenGene/fastp
+      doi: https://doi.org/10.1093/bioinformatics/bty560
+      licence: ["MIT"]
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - reads:
+      type: file
+      description: |
+        List of input FastQ files of size 1 and 2 for single-end and paired-end data,
+        respectively.
+  - save_trimmed_fail:
+      type: boolean
+      description: Specify true to save files that failed to pass trimming thresholds ending in `*.fail.fastq.gz`
+  - save_merged:
+      type: boolean
+      description: Specify true to save all merged reads to the a file ending in `*.merged.fastq.gz`
+
+output:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - reads:
+      type: file
+      description: The trimmed/modified/unmerged fastq reads
+      pattern: "*trim.fastq.gz"
+  - json:
+      type: file
+      description: Results in JSON format
+      pattern: "*.json"
+  - html:
+      type: file
+      description: Results in HTML format
+      pattern: "*.html"
+  - log:
+      type: file
+      description: fastq log file
+      pattern: "*.log"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+  - reads_fail:
+      type: file
+      description: Reads the failed the preprocessing
+      pattern: "*fail.fastq.gz"
+  - reads_merged:
+      type: file
+      description: Reads that were successfully merged
+      pattern: "*.{merged.fastq.gz}"
+authors:
+  - "@drpatelh"
+  - "@kevinmenden"
diff --git a/nextflow.config b/nextflow.config
index 186979c..160dba7 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -33,7 +33,7 @@ params {
     help                       = false
     validate_params            = true
     show_hidden_params         = false
-    schema_ignore_params       = 'genomes'
+    schema_ignore_params       = 'genomes,fasta'
     enable_conda               = false
 
     // Config options
@@ -50,6 +50,9 @@ params {
     max_cpus                   = 16
     max_time                   = '240.h'
 
+    // FASTQ preprocessing
+    fastp_clip_merge       = false
+    fastp_exclude_unmerged = true
 }
 
 // Load base.config by default for all pipelines
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 535e08d..cc43add 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -56,15 +56,6 @@
                     "fa_icon": "fas fa-book",
                     "help_text": "If using a reference genome configured in the pipeline using iGenomes, use this parameter to give the ID for the reference. This is then used to build the full paths for all required reference genome files e.g. `--genome GRCh38`. \n\nSee the [nf-core website docs](https://nf-co.re/usage/reference_genomes) for more details."
                 },
-                "fasta": {
-                    "type": "string",
-                    "format": "file-path",
-                    "mimetype": "text/plain",
-                    "pattern": "^\\S+\\.fn?a(sta)?(\\.gz)?$",
-                    "description": "Path to FASTA genome file.",
-                    "help_text": "This parameter is *mandatory* if `--genome` is not specified. If you don't have a BWA index available this will be generated for you automatically. Combine with `--save_reference` to save BWA index for future runs.",
-                    "fa_icon": "far fa-file-code"
-                },
                 "igenomes_base": {
                     "type": "string",
                     "format": "directory-path",
diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index cddcbb3..241a8a7 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -9,22 +9,38 @@ workflow INPUT_CHECK {
     samplesheet // file: /path/to/samplesheet.csv
 
     main:
-    SAMPLESHEET_CHECK ( samplesheet )
+    parsed_samplesheet = SAMPLESHEET_CHECK ( samplesheet )
         .csv
         .splitCsv ( header:true, sep:',' )
+        .dump(tag: "split_csv_out")
+        .branch {
+            fasta: it['fasta'] != ''
+            fastq: true
+        }
+
+    parsed_samplesheet.fastq
         .map { create_fastq_channels(it) }
-        .set { reads }
+        .dump(tag: "fastq_channel_init")
+        .set { fastq }
+
+    parsed_samplesheet.fasta
+        .map { create_fasta_channels(it) }
+        .dump(tag: "fasta_channel_init")
+        .set { fasta }
 
     emit:
-    reads                                     // channel: [ val(meta), [ reads ] ]
+    fastq                                     // channel: [ val(meta), [ reads ] ]
+    fasta                                     // channel: [ val(meta), fasta ]
     versions = SAMPLESHEET_CHECK.out.versions // channel: [ versions.yml ]
 }
 
 // Function to get list of [ meta, [ fastq_1, fastq_2 ] ]
 def create_fastq_channels(LinkedHashMap row) {
     def meta = [:]
-    meta.id           = row.sample
-    meta.single_end   = row.single_end.toBoolean()
+    meta.id                     = row.sample
+    meta.run_accession          = row.run_accession
+    meta.instrument_platform    = row.instrument_platform
+    meta.single_end             = row.single_end.toBoolean()
 
     def array = []
     if (!file(row.fastq_1).exists()) {
@@ -40,3 +56,20 @@ def create_fastq_channels(LinkedHashMap row) {
     }
     return array
 }
+
+// Function to get list of [ meta, fasta ]
+def create_fasta_channels(LinkedHashMap row) {
+    def meta = [:]
+    meta.id                     = row.sample
+    meta.run_accession          = row.run_accession
+    meta.instrument_platform    = row.instrument_platform
+    meta.single_end             = true
+
+    def array = []
+    if (!file(row.fasta).exists()) {
+        exit 1, "ERROR: Please check input samplesheet -> FastA file does not exist!\n${row.fasta}"
+    }
+    array = [ meta, [ file(row.fasta) ] ]
+
+    return array
+}
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 56c532b..3f10a9d 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -11,7 +11,7 @@ WorkflowTaxprofiler.initialise(params, log)
 
 // TODO nf-core: Add all file path parameters for the pipeline to the list below
 // Check input path parameters to see if they exist
-def checkPathParamList = [ params.input, params.multiqc_config, params.fasta ]
+def checkPathParamList = [ params.input, params.multiqc_config ]
 for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true) } }
 
 // Check mandatory parameters
@@ -50,6 +50,11 @@ include { FASTQC                      } from '../modules/nf-core/modules/fastqc/
 include { MULTIQC                     } from '../modules/nf-core/modules/multiqc/main'
 include { CUSTOM_DUMPSOFTWAREVERSIONS } from '../modules/nf-core/modules/custom/dumpsoftwareversions/main'
 
+include { FASTP as FASTP_SINGLE       } from '../modules/nf-core/modules/fastp/main'
+include { FASTP as FASTP_PAIRED       } from '../modules/nf-core/modules/fastp/main'
+include { FASTQC as FASTQC_POST       } from '../modules/nf-core/modules/fastqc/main'
+include { CAT_FASTQ                   } from '../modules/nf-core/modules/cat/fastq/main'
+
 /*
 ========================================================================================
     RUN MAIN WORKFLOW
@@ -75,7 +80,7 @@ workflow TAXPROFILER {
     // MODULE: Run FastQC
     //
     FASTQC (
-        INPUT_CHECK.out.reads
+        INPUT_CHECK.out.fastq
     )
     ch_versions = ch_versions.mix(FASTQC.out.versions.first())
 
@@ -83,6 +88,71 @@ workflow TAXPROFILER {
         ch_versions.unique().collectFile(name: 'collated_versions.yml')
     )
 
+    //
+    // MODULE: Run Clip/Merge/Complexity
+    //
+    // TODO give option to clip only and retain pairs
+    // TODO give option to retain singletons (probably fastp option likely)
+    // TODO move to subworkflow
+    if ( params.fastp_clip_merge ) {
+
+        ch_input_for_fastp = INPUT_CHECK.out.fastq
+                                .dump(tag: "pre-fastp_branch")
+                                .branch{
+                                    single: it[0]['single_end'] == true
+                                    paired: it[0]['single_end'] == false
+                                }
+
+        ch_input_for_fastp.single.dump(tag: "input_fastp_single")
+        ch_input_for_fastp.paired.dump(tag: "input_fastp_paired")
+
+        FASTP_SINGLE ( ch_input_for_fastp.single, false, false )
+        FASTP_PAIRED ( ch_input_for_fastp.paired, false, true )
+
+        ch_fastp_reads_prepped = FASTP_PAIRED.out.reads_merged
+                                    .mix( FASTP_SINGLE.out.reads )
+                                    .map {
+                                        meta, reads ->
+                                        def meta_new = meta.clone()
+                                        meta_new['single_end'] = 1
+                                        [ meta_new, reads ]
+                                    }
+
+        FASTQC_POST ( ch_fastp_reads_prepped )
+
+        ch_versions = ch_versions.mix(FASTP_SINGLE.out.versions.first())
+        ch_versions = ch_versions.mix(FASTP_PAIRED.out.versions.first())
+
+        ch_processed_reads = ch_fastp_reads_prepped
+
+    } else {
+        ch_processed_reads = INPUT_CHECK.out.fastq
+    }
+
+
+    // MODULE: Cat merge runs of same sample
+    ch_processed_for_combine = ch_processed_reads
+        .dump(tag: "prep_for_combine_grouping")
+        .map {
+            meta, reads ->
+            def meta_new = meta.clone()
+            meta_new['run_accession'] = 'combined'
+            [ meta_new, reads ]
+        }
+        .groupTuple ( by: 0 )
+        .branch{
+            combine: it[1].size() >= 2
+            skip: it[1].size() < 2
+        }
+
+    CAT_FASTQ ( ch_processed_for_combine.combine )
+
+    // Ready for profiling!
+    ch_reads_for_profiling = ch_processed_for_combine.skip
+                                .dump(tag: "skip_combine")
+                                .mix( CAT_FASTQ.out.reads )
+                                .dump(tag: "files_for_profiling")
+
     //
     // MODULE: MultiQC
     //
@@ -95,6 +165,12 @@ workflow TAXPROFILER {
     ch_multiqc_files = ch_multiqc_files.mix(ch_workflow_summary.collectFile(name: 'workflow_summary_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([]))
+    if (params.fastp_clip_merge) {
+        ch_multiqc_files = ch_multiqc_files.mix(FASTP_SINGLE.out.json.collect{it[1]}.ifEmpty([]))
+        ch_multiqc_files = ch_multiqc_files.mix(FASTP_PAIRED.out.json.collect{it[1]}.ifEmpty([]))
+        ch_multiqc_files = ch_multiqc_files.mix(FASTQC_POST.out.zip.collect{it[1]}.ifEmpty([]))
+    }
+
 
     MULTIQC (
         ch_multiqc_files.collect()

From 278f5605ca831338384b5045e34f500f0b5ca1a2 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sat, 19 Feb 2022 12:36:08 +0100
Subject: [PATCH 008/372] Added database preparation and final channel for
 profiling

---
 modules/local/database_check.nf     | 25 ++++++++++
 nextflow.config                     |  3 ++
 subworkflows/local/db_check.nf      | 40 ++++++++++++++++
 subworkflows/local/input_check.nf   |  2 +-
 subworkflows/local/preprocessing.nf | 73 +++++++++++++++++++++++++++++
 workflows/taxprofiler.nf            | 65 ++++++++-----------------
 6 files changed, 161 insertions(+), 47 deletions(-)
 create mode 100644 modules/local/database_check.nf
 create mode 100644 subworkflows/local/db_check.nf
 create mode 100644 subworkflows/local/preprocessing.nf

diff --git a/modules/local/database_check.nf b/modules/local/database_check.nf
new file mode 100644
index 0000000..4da4313
--- /dev/null
+++ b/modules/local/database_check.nf
@@ -0,0 +1,25 @@
+process DATABASE_CHECK {
+    tag "$databasesheet"
+
+    conda (params.enable_conda ? "conda-forge::python=3.8.3" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/python:3.8.3' :
+        'quay.io/biocontainers/python:3.8.3' }"
+
+    input:
+    path databasesheet
+
+    output:
+    path '*.csv'       , emit: csv
+    path "versions.yml", emit: versions
+
+    script: // This script is bundled with the pipeline, in nf-core/taxprofiler/bin/
+    """
+    cat $databasesheet >> database_sheet.valid.csv
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        python: \$(python --version | sed 's/Python //g')
+    END_VERSIONS
+    """
+}
diff --git a/nextflow.config b/nextflow.config
index 160dba7..60b5a42 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -50,6 +50,9 @@ params {
     max_cpus                   = 16
     max_time                   = '240.h'
 
+    // Databaess
+    databases = null
+
     // FASTQ preprocessing
     fastp_clip_merge       = false
     fastp_exclude_unmerged = true
diff --git a/subworkflows/local/db_check.nf b/subworkflows/local/db_check.nf
new file mode 100644
index 0000000..909d98f
--- /dev/null
+++ b/subworkflows/local/db_check.nf
@@ -0,0 +1,40 @@
+//
+// Check input samplesheet and get read channels
+//
+
+include { DATABASE_CHECK } from '../../modules/local/database_check'
+
+workflow DB_CHECK {
+    take:
+    dbsheet // file: /path/to/dbsheet.csv
+
+    main:
+
+    // TODO: make database sheet check
+    parsed_samplesheet = DATABASE_CHECK ( dbsheet )
+        .csv
+        .splitCsv ( header:true, sep:',' )
+        .dump(tag: "db_split_csv_out")
+        .map { create_db_channels(it) }
+        .dump(tag: "db_channel_prepped")
+        .set{ dbs }
+
+    emit:
+    dbs                                       // channel: [ val(meta), [ db ] ]
+    versions = DATABASE_CHECK.out.versions // channel: [ versions.yml ]
+}
+
+def create_db_channels(LinkedHashMap row) {
+    def meta = [:]
+    meta.tool             = row.tool
+    meta.db_name          = row.db_name
+    meta.db_params        = row.db_params
+
+    def array = []
+    if (!file(row.db_path, type: 'dir').exists()) {
+        exit 1, "ERROR: Please check input samplesheet -> database could not be found!\n${row.db_path}"
+    }
+    array = [ meta, file(row.db_path) ]
+
+    return array
+}
diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index 241a8a7..8497faa 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -12,7 +12,7 @@ workflow INPUT_CHECK {
     parsed_samplesheet = SAMPLESHEET_CHECK ( samplesheet )
         .csv
         .splitCsv ( header:true, sep:',' )
-        .dump(tag: "split_csv_out")
+        .dump(tag: "input_split_csv_out")
         .branch {
             fasta: it['fasta'] != ''
             fastq: true
diff --git a/subworkflows/local/preprocessing.nf b/subworkflows/local/preprocessing.nf
new file mode 100644
index 0000000..5832824
--- /dev/null
+++ b/subworkflows/local/preprocessing.nf
@@ -0,0 +1,73 @@
+//
+// Check input samplesheet and get read channels
+//
+
+
+include { FASTP as FASTP_SINGLE       } from '../../modules/nf-core/modules/fastp/main'
+include { FASTP as FASTP_PAIRED       } from '../../modules/nf-core/modules/fastp/main'
+include { FASTQC as FASTQC_POST       } from '../../modules/nf-core/modules/fastqc/main'
+
+workflow FASTQ_PREPROCESSING {
+    take:
+    reads // file: /path/to/samplesheet.csv
+
+    main:
+    ch_versions = Channel.empty()
+    ch_multiqc_files      = Channel.empty()
+
+    //
+    // STEP: Read clipping and merging
+    //
+    // TODO give option to clip only and retain pairs
+    // TODO give option to retain singletons (probably fastp option likely)
+    // TODO move to subworkflow
+
+
+    if ( params.fastp_clip_merge ) {
+
+        ch_input_for_fastp = reads
+                                .dump(tag: "pre-fastp_branch")
+                                .branch{
+                                    single: it[0]['single_end'] == true
+                                    paired: it[0]['single_end'] == false
+                                }
+
+        ch_input_for_fastp.single.dump(tag: "input_fastp_single")
+        ch_input_for_fastp.paired.dump(tag: "input_fastp_paired")
+
+        FASTP_SINGLE ( ch_input_for_fastp.single, false, false )
+        FASTP_PAIRED ( ch_input_for_fastp.paired, false, true )
+
+        ch_fastp_reads_prepped = FASTP_PAIRED.out.reads_merged
+                                    .mix( FASTP_SINGLE.out.reads )
+                                    .map {
+                                        meta, reads ->
+                                        def meta_new = meta.clone()
+                                        meta_new['single_end'] = 1
+                                        [ meta_new, reads ]
+                                    }
+
+        FASTQC_POST ( ch_fastp_reads_prepped )
+
+        ch_versions = ch_versions.mix(FASTP_SINGLE.out.versions.first())
+        ch_versions = ch_versions.mix(FASTP_PAIRED.out.versions.first())
+
+        ch_processed_reads = ch_fastp_reads_prepped
+
+        ch_multiqc_files = ch_multiqc_files.mix( FASTQC_POST.out.zip.collect{it[1]} )
+        ch_multiqc_files = ch_multiqc_files.mix( FASTP_SINGLE.out.json.collect{it[1]} )
+        ch_multiqc_files = ch_multiqc_files.mix( FASTP_PAIRED.out.json.collect{it[1]} )
+
+        ch_multiqc_files.dump(tag: "preprocessing_mqc_final")
+
+    } else {
+        ch_processed_reads = reads
+    }
+
+
+    emit:
+    reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]
+    versions = ch_versions          // channel: [ versions.yml ]
+    mqc      = ch_multiqc_files
+}
+
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 3f10a9d..4a356a5 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -11,11 +11,12 @@ WorkflowTaxprofiler.initialise(params, log)
 
 // TODO nf-core: Add all file path parameters for the pipeline to the list below
 // Check input path parameters to see if they exist
-def checkPathParamList = [ params.input, params.multiqc_config ]
+def checkPathParamList = [ params.input, params.databases, params.multiqc_config ]
 for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true) } }
 
 // Check mandatory parameters
-if (params.input) { ch_input = file(params.input) } else { exit 1, 'Input samplesheet not specified!' }
+if (params.input    ) { ch_input     = file(params.input)     } else { exit 1, 'Input samplesheet not specified!' }
+if (params.databases) { ch_databases = file(params.databases) } else { exit 1, 'Input database sheet not specified!' }
 
 /*
 ========================================================================================
@@ -35,7 +36,11 @@ ch_multiqc_custom_config = params.multiqc_config ? Channel.fromPath(params.multi
 //
 // SUBWORKFLOW: Consisting of a mix of local and nf-core/modules
 //
-include { INPUT_CHECK } from '../subworkflows/local/input_check'
+include { INPUT_CHECK         } from '../subworkflows/local/input_check'
+
+include { DB_CHECK            } from '../subworkflows/local/db_check'
+include { FASTQ_PREPROCESSING } from '../subworkflows/local/preprocessing'
+
 
 /*
 ========================================================================================
@@ -50,9 +55,6 @@ include { FASTQC                      } from '../modules/nf-core/modules/fastqc/
 include { MULTIQC                     } from '../modules/nf-core/modules/multiqc/main'
 include { CUSTOM_DUMPSOFTWAREVERSIONS } from '../modules/nf-core/modules/custom/dumpsoftwareversions/main'
 
-include { FASTP as FASTP_SINGLE       } from '../modules/nf-core/modules/fastp/main'
-include { FASTP as FASTP_PAIRED       } from '../modules/nf-core/modules/fastp/main'
-include { FASTQC as FASTQC_POST       } from '../modules/nf-core/modules/fastqc/main'
 include { CAT_FASTQ                   } from '../modules/nf-core/modules/cat/fastq/main'
 
 /*
@@ -76,6 +78,10 @@ workflow TAXPROFILER {
     )
     ch_versions = ch_versions.mix(INPUT_CHECK.out.versions)
 
+    DB_CHECK (
+        ch_databases
+    )
+
     //
     // MODULE: Run FastQC
     //
@@ -91,47 +97,12 @@ workflow TAXPROFILER {
     //
     // MODULE: Run Clip/Merge/Complexity
     //
-    // TODO give option to clip only and retain pairs
-    // TODO give option to retain singletons (probably fastp option likely)
-    // TODO move to subworkflow
     if ( params.fastp_clip_merge ) {
-
-        ch_input_for_fastp = INPUT_CHECK.out.fastq
-                                .dump(tag: "pre-fastp_branch")
-                                .branch{
-                                    single: it[0]['single_end'] == true
-                                    paired: it[0]['single_end'] == false
-                                }
-
-        ch_input_for_fastp.single.dump(tag: "input_fastp_single")
-        ch_input_for_fastp.paired.dump(tag: "input_fastp_paired")
-
-        FASTP_SINGLE ( ch_input_for_fastp.single, false, false )
-        FASTP_PAIRED ( ch_input_for_fastp.paired, false, true )
-
-        ch_fastp_reads_prepped = FASTP_PAIRED.out.reads_merged
-                                    .mix( FASTP_SINGLE.out.reads )
-                                    .map {
-                                        meta, reads ->
-                                        def meta_new = meta.clone()
-                                        meta_new['single_end'] = 1
-                                        [ meta_new, reads ]
-                                    }
-
-        FASTQC_POST ( ch_fastp_reads_prepped )
-
-        ch_versions = ch_versions.mix(FASTP_SINGLE.out.versions.first())
-        ch_versions = ch_versions.mix(FASTP_PAIRED.out.versions.first())
-
-        ch_processed_reads = ch_fastp_reads_prepped
-
-    } else {
-        ch_processed_reads = INPUT_CHECK.out.fastq
+        FASTQ_PREPROCESSING ( INPUT_CHECK.out.fastq )
     }
 
-
     // MODULE: Cat merge runs of same sample
-    ch_processed_for_combine = ch_processed_reads
+    ch_processed_for_combine = FASTQ_PREPROCESSING.out.reads
         .dump(tag: "prep_for_combine_grouping")
         .map {
             meta, reads ->
@@ -153,6 +124,10 @@ workflow TAXPROFILER {
                                 .mix( CAT_FASTQ.out.reads )
                                 .dump(tag: "files_for_profiling")
 
+    // Combine reads with possible databases
+
+    ch_reads_for_profiling.combine(DB_CHECK.out.dbs).dump(tag: "reads_plus_db")
+
     //
     // MODULE: MultiQC
     //
@@ -166,9 +141,7 @@ workflow TAXPROFILER {
     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([]))
     if (params.fastp_clip_merge) {
-        ch_multiqc_files = ch_multiqc_files.mix(FASTP_SINGLE.out.json.collect{it[1]}.ifEmpty([]))
-        ch_multiqc_files = ch_multiqc_files.mix(FASTP_PAIRED.out.json.collect{it[1]}.ifEmpty([]))
-        ch_multiqc_files = ch_multiqc_files.mix(FASTQC_POST.out.zip.collect{it[1]}.ifEmpty([]))
+        ch_multiqc_files = ch_multiqc_files.mix(FASTQ_PREPROCESSING.out.mqc)
     }
 
 

From 2c183ed2edc61ab058580cb63441917d516eb564 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 3 Mar 2022 17:42:02 +0100
Subject: [PATCH 009/372] Add Kraken2 and MALT/run as Proof of Concept
 (currnetly MQC issue)

---
 conf/modules.config                           | 20 ++++++
 modules.json                                  |  6 ++
 .../nf-core/modules/kraken2/kraken2/main.nf   | 49 +++++++++++++
 .../nf-core/modules/kraken2/kraken2/meta.yml  | 60 ++++++++++++++++
 modules/nf-core/modules/malt/run/main.nf      | 49 +++++++++++++
 modules/nf-core/modules/malt/run/meta.yml     | 58 ++++++++++++++++
 nextflow.config                               | 11 ++-
 workflows/taxprofiler.nf                      | 69 +++++++++++++++++--
 8 files changed, 315 insertions(+), 7 deletions(-)
 create mode 100644 modules/nf-core/modules/kraken2/kraken2/main.nf
 create mode 100644 modules/nf-core/modules/kraken2/kraken2/meta.yml
 create mode 100644 modules/nf-core/modules/malt/run/main.nf
 create mode 100644 modules/nf-core/modules/malt/run/meta.yml

diff --git a/conf/modules.config b/conf/modules.config
index 2d533e9..dbc926c 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -68,6 +68,26 @@ process {
         ]
     }
 
+    withName: MALT_RUN {
+        publishDir = [
+            path: { "${params.outdir}/malt/${meta.db_name}" },
+            mode: 'copy',
+            pattern: '*.{rma6,tab,text,sam,log}'
+        ]
+        ext.args = { "${meta.db_params}" }
+        ext.when = params.run_malt
+    }
+
+    withName: KRAKEN2_KRAKEN2 {
+        publishDir = [
+            path: { "${params.outdir}/kraken2/${meta.db_name}" },
+            mode: 'copy',
+            pattern: '.{fastq.gz,txt}'
+        ]
+        ext.args = { "${meta.db_params}" }
+        ext.when = params.run_kraken2
+        ext.prefix = { "${meta.id}-${meta.db_name}" }
+    }
 
     withName: CUSTOM_DUMPSOFTWAREVERSIONS {
         publishDir = [
diff --git a/modules.json b/modules.json
index 6cf2b3e..844b33a 100644
--- a/modules.json
+++ b/modules.json
@@ -15,6 +15,12 @@
             "fastqc": {
                 "git_sha": "9d0cad583b9a71a6509b754fdf589cbfbed08961"
             },
+            "kraken2/kraken2": {
+                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+            },
+            "malt/run": {
+                "git_sha": "76cdd46f3f8a77fb5023fb5a39c4ab99925b8b56"
+            },
             "multiqc": {
                 "git_sha": "20d8250d9f39ddb05dfb437603aaf99b5c0b2b41"
             }
diff --git a/modules/nf-core/modules/kraken2/kraken2/main.nf b/modules/nf-core/modules/kraken2/kraken2/main.nf
new file mode 100644
index 0000000..3ec5df5
--- /dev/null
+++ b/modules/nf-core/modules/kraken2/kraken2/main.nf
@@ -0,0 +1,49 @@
+process KRAKEN2_KRAKEN2 {
+    tag "$meta.id"
+    label 'process_high'
+
+    conda (params.enable_conda ? 'bioconda::kraken2=2.1.2 conda-forge::pigz=2.6' : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/mulled-v2-5799ab18b5fc681e75923b2450abaa969907ec98:87fc08d11968d081f3e8a37131c1f1f6715b6542-0' :
+        'quay.io/biocontainers/mulled-v2-5799ab18b5fc681e75923b2450abaa969907ec98:87fc08d11968d081f3e8a37131c1f1f6715b6542-0' }"
+
+    input:
+    tuple val(meta), path(reads)
+    path  db
+
+    output:
+    tuple val(meta), path('*classified*')  , emit: classified
+    tuple val(meta), path('*unclassified*'), emit: unclassified
+    tuple val(meta), path('*report.txt')   , emit: txt
+    path "versions.yml"                    , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    def paired       = meta.single_end ? "" : "--paired"
+    def classified   = meta.single_end ? "${prefix}.classified.fastq"   : "${prefix}.classified#.fastq"
+    def unclassified = meta.single_end ? "${prefix}.unclassified.fastq" : "${prefix}.unclassified#.fastq"
+    """
+    kraken2 \\
+        --db $db \\
+        --threads $task.cpus \\
+        --unclassified-out $unclassified \\
+        --classified-out $classified \\
+        --report ${prefix}.kraken2.report.txt \\
+        --gzip-compressed \\
+        $paired \\
+        $args \\
+        $reads
+
+    pigz -p $task.cpus *.fastq
+
+    cat <<-END_VERSIONS > versions.yml
+    "${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/modules/kraken2/kraken2/meta.yml b/modules/nf-core/modules/kraken2/kraken2/meta.yml
new file mode 100644
index 0000000..9d6a385
--- /dev/null
+++ b/modules/nf-core/modules/kraken2/kraken2/meta.yml
@@ -0,0 +1,60 @@
+name: kraken2_kraken2
+description: Classifies metagenomic sequence data
+keywords:
+  - classify
+  - metagenomics
+  - fastq
+  - db
+tools:
+  - kraken2:
+      description: |
+        Kraken2 is a taxonomic sequence classifier that assigns taxonomic labels to sequence reads
+      homepage: https://ccb.jhu.edu/software/kraken2/
+      documentation: https://github.com/DerrickWood/kraken2/wiki/Manual
+      doi: 10.1186/s13059-019-1891-0
+      licence: ["MIT"]
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - reads:
+      type: file
+      description: |
+        List of input FastQ files of size 1 and 2 for single-end and paired-end data,
+        respectively.
+  - db:
+      type: directory
+      description: Kraken2 database
+output:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - classified:
+      type: file
+      description: |
+        Reads classified to belong to any of the taxa
+        on the Kraken2 database.
+      pattern: "*{fastq.gz}"
+  - unclassified:
+      type: file
+      description: |
+        Reads not classified to belong to any of the taxa
+        on the Kraken2 database.
+      pattern: "*{fastq.gz}"
+  - txt:
+      type: file
+      description: |
+        Kraken2 report containing stats about classified
+        and not classifed reads.
+      pattern: "*.{report.txt}"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@joseespinosa"
+  - "@drpatelh"
diff --git a/modules/nf-core/modules/malt/run/main.nf b/modules/nf-core/modules/malt/run/main.nf
new file mode 100644
index 0000000..61c02ec
--- /dev/null
+++ b/modules/nf-core/modules/malt/run/main.nf
@@ -0,0 +1,49 @@
+process MALT_RUN {
+    tag "$meta.id"
+    label 'process_high'
+
+    conda (params.enable_conda ? "bioconda::malt=0.53" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/malt:0.53--hdfd78af_0' :
+        'quay.io/biocontainers/malt:0.53--hdfd78af_0' }"
+
+    input:
+    tuple val(meta), path(fastqs)
+    val mode
+    path index
+
+    output:
+    tuple val(meta), path("*.rma6")                          , emit: rma6
+    tuple val(meta), path("*.{tab,text,sam}"),  optional:true, emit: alignments
+    tuple val(meta), path("*.log")                           , emit: log
+    path "versions.yml"                                      , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def avail_mem = 6
+    if (!task.memory) {
+        log.info '[MALT_RUN] Available memory not known - defaulting to 6GB. Specify process memory requirements to change this.'
+    } else {
+        avail_mem = task.memory.giga
+    }
+
+    """
+    malt-run \\
+        -J-Xmx${avail_mem}g \\
+        -t $task.cpus \\
+        -v \\
+        -o . \\
+        $args \\
+        --inFile ${fastqs.join(' ')} \\
+        -m $mode \\
+        --index $index/ |&tee malt-run.log
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        malt: \$(malt-run --help  2>&1 | grep -o 'version.* ' | cut -f 1 -d ',' | cut -f2 -d ' ')
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/malt/run/meta.yml b/modules/nf-core/modules/malt/run/meta.yml
new file mode 100644
index 0000000..ae4277a
--- /dev/null
+++ b/modules/nf-core/modules/malt/run/meta.yml
@@ -0,0 +1,58 @@
+name: malt_run
+description: MALT, an acronym for MEGAN alignment tool, is a sequence alignment and analysis tool designed for processing high-throughput sequencing data, especially in the context of metagenomics.
+keywords:
+  - malt
+  - alignment
+  - metagenomics
+  - ancient DNA
+  - aDNA
+  - palaeogenomics
+  - archaeogenomics
+  - microbiome
+tools:
+  - malt:
+      description: A tool for mapping metagenomic data
+      homepage: https://www.wsi.uni-tuebingen.de/lehrstuehle/algorithms-in-bioinformatics/software/malt/
+      documentation: https://software-ab.informatik.uni-tuebingen.de/download/malt/manual.pdf
+      tool_dev_url: None
+      doi: "10.1038/s41559-017-0446-6"
+      licence: ["GPL v3"]
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - fastqs:
+      type: file
+      description: Input FASTQ files
+      pattern: "*.{fastq.gz,fq.gz}"
+  - mode:
+      type: string
+      description: Program mode
+      pattern: "Unknown|BlastN|BlastP|BlastX|Classifier"
+  - index:
+      type: directory
+      description: Index/database directory from malt-build
+      pattern: "*/"
+output:
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+  - rma6:
+      type: file
+      description: MEGAN6 RMA6 file
+      pattern: "*.rma6"
+  - sam:
+      type: file
+      description: Alignment files in Tab, Text or MEGAN-compatible SAM format
+      pattern: "*.{tab,txt,sam}"
+  - log:
+      type: file
+      description: Log of verbose MALT stdout
+      pattern: "malt-run.log"
+
+authors:
+  - "@jfy133"
diff --git a/nextflow.config b/nextflow.config
index 60b5a42..7991bdf 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -54,8 +54,15 @@ params {
     databases = null
 
     // FASTQ preprocessing
-    fastp_clip_merge       = false
-    fastp_exclude_unmerged = true
+    fastp_clip_merge           = false
+    fastp_exclude_unmerged     = true
+
+    // MALT
+    run_malt                   = false
+    malt_mode                  = 'BlastN'
+
+    // kraken2
+    run_kraken2                = false
 }
 
 // Load base.config by default for all pipelines
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 4a356a5..bd25563 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -56,6 +56,9 @@ include { MULTIQC                     } from '../modules/nf-core/modules/multiqc
 include { CUSTOM_DUMPSOFTWAREVERSIONS } from '../modules/nf-core/modules/custom/dumpsoftwareversions/main'
 
 include { CAT_FASTQ                   } from '../modules/nf-core/modules/cat/fastq/main'
+include { MALT_RUN                    } from '../modules/nf-core/modules/malt/run/main'
+include { KRAKEN2_KRAKEN2             } from '../modules/nf-core/modules/kraken2/kraken2/main'
+
 
 /*
 ========================================================================================
@@ -95,13 +98,15 @@ workflow TAXPROFILER {
     )
 
     //
-    // MODULE: Run Clip/Merge/Complexity
+    // PERFORM PREPROCESSING
     //
     if ( params.fastp_clip_merge ) {
         FASTQ_PREPROCESSING ( INPUT_CHECK.out.fastq )
     }
 
-    // MODULE: Cat merge runs of same sample
+    //
+    // PERFORM RUN MERGING
+    //
     ch_processed_for_combine = FASTQ_PREPROCESSING.out.reads
         .dump(tag: "prep_for_combine_grouping")
         .map {
@@ -118,15 +123,61 @@ workflow TAXPROFILER {
 
     CAT_FASTQ ( ch_processed_for_combine.combine )
 
-    // Ready for profiling!
     ch_reads_for_profiling = ch_processed_for_combine.skip
                                 .dump(tag: "skip_combine")
                                 .mix( CAT_FASTQ.out.reads )
                                 .dump(tag: "files_for_profiling")
 
-    // Combine reads with possible databases
+    //
+    // COMBINE READS WITH POSSIBLE DATABASES
+    //
+
+    // output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
+    ch_input_for_profiling = ch_reads_for_profiling
+            .combine(DB_CHECK.out.dbs)
+            .dump(tag: "reads_plus_db")
+            .branch {
+                malt:    it[2]['tool'] == 'malt'
+                kraken2: it[2]['tool'] == 'kraken2'
+                unknown: true
+            }
+
+    //
+    // PREP PROFILER INPUT CHANNELS ON PER TOOL BASIS
+    //
+
+    // We groupTuple to have all samples in one channel for MALT as database
+    // loading takes a long time, so we only want to run it once per database
+    ch_input_for_malt =  ch_input_for_profiling.malt
+                            .map {
+                                it ->
+                                    def temp_meta =  [ id: it[2]['db_name']]  + it[2]
+                                    def db = it[3]
+                                    [ temp_meta, it[1], db ]
+                            }
+                            .groupTuple(by: [0,2])
+                            .dump(tag: "input for malt")
+                            .multiMap {
+                                it ->
+                                    reads: [ it[0], it[1].flatten() ]
+                                    db: it[2]
+                            }
+
+    // We can run Kraken2 one-by-one sample-wise
+    ch_input_for_kraken2 =  ch_input_for_profiling.kraken2
+                            .dump(tag: "input for kraken")
+                            .multiMap {
+                                it ->
+                                    reads: [ it[0] + it[2], it[1] ]
+                                    db: it[3]
+                            }
+
+    //
+    // RUN PROFILING
+    //
+    MALT_RUN ( ch_input_for_malt.reads, params.malt_mode, ch_input_for_malt.db )
+    KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db  )
 
-    ch_reads_for_profiling.combine(DB_CHECK.out.dbs).dump(tag: "reads_plus_db")
 
     //
     // MODULE: MultiQC
@@ -143,6 +194,14 @@ workflow TAXPROFILER {
     if (params.fastp_clip_merge) {
         ch_multiqc_files = ch_multiqc_files.mix(FASTQ_PREPROCESSING.out.mqc)
     }
+    if (params.run_kraken2) {
+        ch_multiqc_files = ch_multiqc_files.mix(KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([]))
+        ch_versions = ch_versions.mix(KRAKEN2_KRAKEN2.out.versions.first())
+    }
+    if (params.run_malt) {
+        ch_multiqc_files = ch_multiqc_files.mix(MALT_RUN.out.log.collect{it[1]}.ifEmpty([]))
+        ch_versions = ch_versions.mix(MALT_RUN.out.versions.first())
+    }
 
 
     MULTIQC (

From e39c6a8ccb337b5889271df4f1e57bcbd3dd2c74 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 3 Mar 2022 18:04:03 +0100
Subject: [PATCH 010/372] Fix MALT multiqc report clash

---
 modules.json                              | 2 +-
 modules/nf-core/modules/malt/run/main.nf  | 3 ++-
 modules/nf-core/modules/malt/run/meta.yml | 2 +-
 workflows/taxprofiler.nf                  | 3 ++-
 4 files changed, 6 insertions(+), 4 deletions(-)

diff --git a/modules.json b/modules.json
index 844b33a..6a785b8 100644
--- a/modules.json
+++ b/modules.json
@@ -19,7 +19,7 @@
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
             "malt/run": {
-                "git_sha": "76cdd46f3f8a77fb5023fb5a39c4ab99925b8b56"
+                "git_sha": "72b96f4e504eef673f2b5c13560a9d90b669129b"
             },
             "multiqc": {
                 "git_sha": "20d8250d9f39ddb05dfb437603aaf99b5c0b2b41"
diff --git a/modules/nf-core/modules/malt/run/main.nf b/modules/nf-core/modules/malt/run/main.nf
index 61c02ec..4e2e50c 100644
--- a/modules/nf-core/modules/malt/run/main.nf
+++ b/modules/nf-core/modules/malt/run/main.nf
@@ -23,6 +23,7 @@ process MALT_RUN {
 
     script:
     def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
     def avail_mem = 6
     if (!task.memory) {
         log.info '[MALT_RUN] Available memory not known - defaulting to 6GB. Specify process memory requirements to change this.'
@@ -39,7 +40,7 @@ process MALT_RUN {
         $args \\
         --inFile ${fastqs.join(' ')} \\
         -m $mode \\
-        --index $index/ |&tee malt-run.log
+        --index $index/ |&tee ${prefix}-malt-run.log
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/modules/nf-core/modules/malt/run/meta.yml b/modules/nf-core/modules/malt/run/meta.yml
index ae4277a..66f2d7a 100644
--- a/modules/nf-core/modules/malt/run/meta.yml
+++ b/modules/nf-core/modules/malt/run/meta.yml
@@ -52,7 +52,7 @@ output:
   - log:
       type: file
       description: Log of verbose MALT stdout
-      pattern: "malt-run.log"
+      pattern: "*-malt-run.log"
 
 authors:
   - "@jfy133"
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index bd25563..bf3e6ee 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -203,7 +203,8 @@ workflow TAXPROFILER {
         ch_versions = ch_versions.mix(MALT_RUN.out.versions.first())
     }
 
-
+    // TODO MALT results overwriting per database?
+    // TODO Versions for Karken/MALT not report?
     MULTIQC (
         ch_multiqc_files.collect()
     )

From 424f11f5ed0898a0e0524a7386b35164f58beccb Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Thu, 17 Mar 2022 13:16:16 +0100
Subject: [PATCH 011/372] Update README.md

---
 README.md | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index 60baf67..5d0c74b 100644
--- a/README.md
+++ b/README.md
@@ -61,10 +61,10 @@ On release, automated continuous integration tests run the pipeline on a full-si
 
     Note that some form of configuration will be needed so that Nextflow knows how to fetch the required software. This is usually done in the form of a config profile (`YOURPROFILE` in the example command above). You can chain multiple config profiles in a comma-separated string.
 
-    > * The pipeline comes with config profiles called `docker`, `singularity`, `podman`, `shifter`, `charliecloud` and `conda` which instruct the pipeline to use the named tool for software management. For example, `-profile test,docker`.
-    > * Please check [nf-core/configs](https://github.com/nf-core/configs#documentation) to see if a custom config file to run nf-core pipelines already exists for your Institute. If so, you can simply use `-profile <institute>` in your command. This will enable either `docker` or `singularity` and set the appropriate execution settings for your local compute environment.
-    > * If you are using `singularity`, please use the [`nf-core download`](https://nf-co.re/tools/#downloading-pipelines-for-offline-use) command to download images first, before running the pipeline. Setting the [`NXF_SINGULARITY_CACHEDIR` or `singularity.cacheDir`](https://www.nextflow.io/docs/latest/singularity.html?#singularity-docker-hub) Nextflow options enables you to store and re-use the images from a central location for future pipeline runs.
-    > * If you are using `conda`, it is highly recommended to use the [`NXF_CONDA_CACHEDIR` or `conda.cacheDir`](https://www.nextflow.io/docs/latest/conda.html) settings to store the environments in a central location for future pipeline runs.
+    > - The pipeline comes with config profiles called `docker`, `singularity`, `podman`, `shifter`, `charliecloud` and `conda` which instruct the pipeline to use the named tool for software management. For example, `-profile test,docker`.
+    > - Please check [nf-core/configs](https://github.com/nf-core/configs#documentation) to see if a custom config file to run nf-core pipelines already exists for your Institute. If so, you can simply use `-profile <institute>` in your command. This will enable either `docker` or `singularity` and set the appropriate execution settings for your local compute environment.
+    > - If you are using `singularity`, please use the [`nf-core download`](https://nf-co.re/tools/#downloading-pipelines-for-offline-use) command to download images first, before running the pipeline. Setting the [`NXF_SINGULARITY_CACHEDIR` or `singularity.cacheDir`](https://www.nextflow.io/docs/latest/singularity.html?#singularity-docker-hub) Nextflow options enables you to store and re-use the images from a central location for future pipeline runs.
+    > - If you are using `conda`, it is highly recommended to use the [`NXF_CONDA_CACHEDIR` or `conda.cacheDir`](https://www.nextflow.io/docs/latest/conda.html) settings to store the environments in a central location for future pipeline runs.
 
 4. Start running your own analysis!
 

From 0f0ed6cd4698df3bea9d4168c056085a820eb056 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Fri, 18 Mar 2022 10:45:06 +0100
Subject: [PATCH 012/372] Fix function name

---
 subworkflows/local/input_check.nf | 1 +
 1 file changed, 1 insertion(+)

diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index d66fb3a..481028f 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -15,6 +15,7 @@ workflow INPUT_CHECK {
         .dump(tag: "input_split_csv_out")
         .branch {
             fasta: it['fasta'] != ''
+            nanopore: it['instrument_platform'] == 'OXFORD_NANOPORE'
             fastq: true
         }
 

From 41b3d8db822caab916ec82fe4b4f581f17ab1ca5 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Fri, 18 Mar 2022 10:47:41 +0100
Subject: [PATCH 013/372] Add nanopore channel

---
 subworkflows/local/input_check.nf | 21 +++++++++++++++++----
 1 file changed, 17 insertions(+), 4 deletions(-)

diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index 481028f..2e30bcc 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -20,10 +20,15 @@ workflow INPUT_CHECK {
         }
 
     parsed_samplesheet.fastq
-        .map { create_fastq_channels(it) }
+        .map { create_fastq_channel(it) }
         .dump(tag: "fastq_channel_init")
         .set { fastq }
 
+    parsed_samplesheet.nanopore
+        .map { create_fastq_channel(it) }
+        .dump(tag: "fastq_nanopore_channel_init")
+        .set { nanopore }
+
     parsed_samplesheet.fasta
         .map { create_fasta_channels(it) }
         .dump(tag: "fasta_channel_init")
@@ -31,6 +36,7 @@ workflow INPUT_CHECK {
 
     emit:
     fastq                                     // channel: [ val(meta), [ reads ] ]
+    nanopore                                  // channel: [ val(meta), [ reads ] ]
     fasta                                     // channel: [ val(meta), fasta ]
     versions = SAMPLESHEET_CHECK.out.versions // channel: [ versions.yml ]
 }
@@ -52,10 +58,17 @@ def create_fastq_channel(LinkedHashMap row) {
     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${row.fastq_2}"
+        if (meta.instrument_platform == 'OXFORD_NANOPORE') {
+            if (row.fastq_2 != '') {
+                exit 1, "ERROR: Please check input samplesheet -> For Oxford Nanopore reads Read 2 FastQ should be empty!\n${row.fastq_2}"
+            }
+            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) ] ]
         }
-        fastq_meta = [ meta, [ file(row.fastq_1), file(row.fastq_2) ] ]
     }
     return fastq_meta
 }

From 7f7ddc9f14237f1616918963a002cbc64fea2687 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Fri, 18 Mar 2022 10:48:06 +0100
Subject: [PATCH 014/372] Update comment

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

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index 16e668b..d10ee90 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -173,7 +173,7 @@ def check_samplesheet(file_in, file_out):
             ## Auto-detect paired-end/single-end
             if sample and fastq_1 and fastq_2:  ## Paired-end short reads
                 sample_info.extend(["0", fastq_1, fastq_2, fasta])
-            elif sample and fastq_1 and not fastq_2:  ## Single-end short reads
+            elif sample and fastq_1 and not fastq_2:  ## Single-end short/long fastq reads
                 sample_info.extend(["1", fastq_1, fastq_2, fasta])
             elif (
                 sample and fasta and not fastq_1 and not fastq_2

From 2e1b6c5d0a3b7c455bba5cb4d20dbbceac43dffe Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Fri, 18 Mar 2022 11:00:36 +0100
Subject: [PATCH 015/372] Add info on Nanopore reads to fastq_1 column

---
 docs/usage.md | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/docs/usage.md b/docs/usage.md
index a8b0448..38c063e 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -44,11 +44,11 @@ TREATMENT_REP3,AEG588A6_S6_L003_R1_001.fastq.gz,
 TREATMENT_REP3,AEG588A6_S6_L004_R1_001.fastq.gz,
 ```
 
-| Column         | Description                                                                                                                                                                            |
-|----------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| `sample`       | Custom sample name. This entry will be identical for multiple sequencing libraries/runs from the same sample. Spaces in sample names are automatically converted to underscores (`_`). |
-| `fastq_1`      | Full path to FastQ file for Illumina short reads 1. File has to be gzipped and have the extension ".fastq.gz" or ".fq.gz".                                                             |
-| `fastq_2`      | Full path to FastQ file for Illumina short reads 2. File has to be gzipped and have the extension ".fastq.gz" or ".fq.gz".                                                             |
+| Column    | Description                                                                                                                                                                            |
+| --------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| `sample`  | Custom sample name. This entry will be identical for multiple sequencing libraries/runs from the same sample. Spaces in sample names are automatically converted to underscores (`_`). |
+| `fastq_1` | Full path to FastQ file for Illumina short reads 1 or Nanopore reads. File has to be gzipped and have the extension ".fastq.gz" or ".fq.gz".                                           |
+| `fastq_2` | Full path to FastQ file for Illumina short reads 2. File has to be gzipped and have the extension ".fastq.gz" or ".fq.gz".                                                             |
 
 An [example samplesheet](../assets/samplesheet.csv) has been provided with the pipeline.
 

From c8e49c56f4f6b26dde209acfd474fc5c4f43caf7 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Fri, 18 Mar 2022 13:47:44 +0100
Subject: [PATCH 016/372] Perform fastqc on nanopore reads before trimming

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

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index f740324..c3d3eb6 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -89,7 +89,7 @@ workflow TAXPROFILER {
     // MODULE: Run FastQC
     //
     FASTQC (
-        INPUT_CHECK.out.fastq
+        INPUT_CHECK.out.fastq.concat( INPUT_CHECK.out.nanopore )
     )
     ch_versions = ch_versions.mix(FASTQC.out.versions.first())
 

From 0936b9b28e52986576d9bb62473373f209565d6d Mon Sep 17 00:00:00 2001
From: Lauri Mesilaakso <john.mesilaakso@gmail.com>
Date: Fri, 18 Mar 2022 14:18:38 +0100
Subject: [PATCH 017/372] Update workflows/taxprofiler.nf

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 workflows/taxprofiler.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index c3d3eb6..f48cff6 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -89,7 +89,7 @@ workflow TAXPROFILER {
     // MODULE: Run FastQC
     //
     FASTQC (
-        INPUT_CHECK.out.fastq.concat( INPUT_CHECK.out.nanopore )
+        INPUT_CHECK.out.fastq.mix( INPUT_CHECK.out.nanopore )
     )
     ch_versions = ch_versions.mix(FASTQC.out.versions.first())
 

From 16be676d72f9964038a52fb0ddc58c9bdafd4f9b Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Fri, 18 Mar 2022 14:34:10 +0100
Subject: [PATCH 018/372] Add Porechop module

---
 conf/modules.config                       |  9 ++++
 modules.json                              |  3 ++
 modules/nf-core/modules/porechop/main.nf  | 35 ++++++++++++++++
 modules/nf-core/modules/porechop/meta.yml | 50 +++++++++++++++++++++++
 4 files changed, 97 insertions(+)
 create mode 100644 modules/nf-core/modules/porechop/main.nf
 create mode 100644 modules/nf-core/modules/porechop/meta.yml

diff --git a/conf/modules.config b/conf/modules.config
index 9e334bc..050772e 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -50,6 +50,15 @@ process {
         ]
     }
 
+    withName: PORECHOP {
+        ext.prefix = { "${meta.id}_${meta.run_accession}" }
+        publishDir = [
+            path: { "${params.outdir}/porechop" },
+            mode: 'copy',
+            pattern: '*.fastq.gz'
+        ]
+    }
+
     withName: FASTQC_POST {
         ext.args = '--quiet'
         ext.prefix = { "${meta.id}_${meta.run_accession}_processed" }
diff --git a/modules.json b/modules.json
index 6a785b8..284cf13 100644
--- a/modules.json
+++ b/modules.json
@@ -23,6 +23,9 @@
             },
             "multiqc": {
                 "git_sha": "20d8250d9f39ddb05dfb437603aaf99b5c0b2b41"
+            },
+            "porechop": {
+                "git_sha": "e20e57f90b6787ac9a010a980cf6ea98bd990046"
             }
         }
     }
diff --git a/modules/nf-core/modules/porechop/main.nf b/modules/nf-core/modules/porechop/main.nf
new file mode 100644
index 0000000..65982b8
--- /dev/null
+++ b/modules/nf-core/modules/porechop/main.nf
@@ -0,0 +1,35 @@
+process PORECHOP {
+    tag "$meta.id"
+    label 'process_medium'
+
+    conda (params.enable_conda ? "bioconda::porechop=0.2.4" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/porechop:0.2.4--py39h7cff6ad_2' :
+        'quay.io/biocontainers/porechop:0.2.4--py39h7cff6ad_2' }"
+
+    input:
+    tuple val(meta), path(reads)
+
+    output:
+    tuple val(meta), path("*.fastq.gz"), emit: reads
+    path "versions.yml"                , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    """
+    porechop \\
+        -i $reads \\
+        -t $task.cpus \\
+        $args \\
+        -o ${prefix}.fastq.gz
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        porechop: \$( porechop --version )
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/porechop/meta.yml b/modules/nf-core/modules/porechop/meta.yml
new file mode 100644
index 0000000..81399d2
--- /dev/null
+++ b/modules/nf-core/modules/porechop/meta.yml
@@ -0,0 +1,50 @@
+name: porechop
+description: Adapter removal and demultiplexing of Oxford Nanopore reads
+keywords:
+  - adapter
+  - nanopore
+  - demultiplexing
+tools:
+  - porechop:
+      description: Adapter removal and demultiplexing of Oxford Nanopore reads
+      homepage: "https://github.com/rrwick/Porechop"
+      documentation: "https://github.com/rrwick/Porechop"
+      tool_dev_url: "https://github.com/rrwick/Porechop"
+      doi: "10.1099/mgen.0.000132"
+      licence: ["GPL v3"]
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - reads:
+      type: file
+      description: fastq/fastq.gz file
+      pattern: "*.{fastq,fastq.gz,fq,fq.gz}"
+
+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"
+  - reads:
+      type: file
+      description: Demultiplexed and/or adapter-trimmed fastq.gz file
+      pattern: "*.{fastq.gz}"
+
+authors:
+  - "@ggabernet"
+  - "@jasmezz"
+  - "@d4straub"
+  - "@LaurenceKuhl"
+  - "@SusiJo"
+  - "@jonasscheid"
+  - "@jonoave"
+  - "@GokceOGUZ"

From 1e42f1d9f295e909cc75d10b6306cce2d1f4bf22 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Fri, 18 Mar 2022 15:10:44 +0100
Subject: [PATCH 019/372] Add long read preprocessing subworkflow

---
 subworkflows/local/longread_preprocessing.nf | 34 ++++++++++++++++++++
 1 file changed, 34 insertions(+)
 create mode 100644 subworkflows/local/longread_preprocessing.nf

diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
new file mode 100644
index 0000000..da1049a
--- /dev/null
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -0,0 +1,34 @@
+
+include { FASTQC as FASTQC_POST } from '../../modules/nf-core/modules/fastqc/main'
+include { PORECHOP              } from '../../modules/nf-core/modules/porechop/main'
+
+workflow LONGREAD_PREPROCESSING {
+    take:
+    reads
+
+    main:
+    ch_versions      = Channel.empty()
+    ch_multiqc_files = Channel.empty()
+
+    PORECHOP ( reads )
+
+    ch_processed_reads = PORECHOP.out.reads
+                                .dump(tag: "pre_fastqc_check")
+                                .map {
+                                        meta, reads ->
+                                        def meta_new = meta.clone()
+                                        meta_new['single_end'] = 1
+                                        [ meta_new, reads ]
+                                    }
+
+    FASTQC_POST ( PORECHOP.out.reads )
+    ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
+    ch_multiqc_files = ch_multiqc_files.mix( FASTQC_POST.out.zip.collect{it[1]} )
+
+
+    emit:
+    reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]
+    versions = ch_versions          // channel: [ versions.yml ]
+    mqc      = ch_multiqc_files
+}
+

From 582aaa105fff0328f8df314d88ab84fe6c8e528b Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Fri, 18 Mar 2022 15:12:07 +0100
Subject: [PATCH 020/372] Include long reads preprocessing subworkflow

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

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index f48cff6..9e52b59 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -40,7 +40,7 @@ include { INPUT_CHECK         } from '../subworkflows/local/input_check'
 
 include { DB_CHECK            } from '../subworkflows/local/db_check'
 include { FASTQ_PREPROCESSING } from '../subworkflows/local/preprocessing'
-
+include { LONGREAD_PREPROCESSING } from '../subworkflows/local/longread_preprocessing'
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -104,6 +104,10 @@ workflow TAXPROFILER {
         FASTQ_PREPROCESSING ( INPUT_CHECK.out.fastq )
     }
 
+    LONGREAD_PREPROCESSING ( INPUT_CHECK.out.nanopore )
+
+    ch_versions = ch_versions.mix(LONGREAD_PREPROCESSING.out.versions.first())
+
     //
     // PERFORM RUN MERGING
     //
@@ -191,6 +195,7 @@ workflow TAXPROFILER {
     ch_multiqc_files = ch_multiqc_files.mix(ch_workflow_summary.collectFile(name: 'workflow_summary_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_files = ch_multiqc_files.mix(LONGREAD_PREPROCESSING.out.mqc)
     if (params.fastp_clip_merge) {
         ch_multiqc_files = ch_multiqc_files.mix(FASTQ_PREPROCESSING.out.mqc)
     }

From d09a3c170edac3afb7e6932cbcca824d6b77e202 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Fri, 18 Mar 2022 15:46:03 +0100
Subject: [PATCH 021/372] Add Porechop

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

diff --git a/CITATIONS.md b/CITATIONS.md
index 192b2f4..53c53c3 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -15,6 +15,8 @@
 * [MultiQC](https://pubmed.ncbi.nlm.nih.gov/27312411/)
     > Ewels P, Magnusson M, Lundin S, Käller M. MultiQC: summarize analysis results for multiple tools and samples in a single report. Bioinformatics. 2016 Oct 1;32(19):3047-8. doi: 10.1093/bioinformatics/btw354. Epub 2016 Jun 16. PubMed PMID: 27312411; PubMed Central PMCID: PMC5039924.
 
+* [Porechop](https://github.com/rrwick/Porechop)
+
 ## Software packaging/containerisation tools
 
 * [Anaconda](https://anaconda.com)

From 24a01529f5053c51a0f548ad04790f9bd5e3df9d Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Fri, 18 Mar 2022 15:47:46 +0100
Subject: [PATCH 022/372] Add mentioning about Nanopore reads pre-processing

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

diff --git a/README.md b/README.md
index 5d0c74b..622b8de 100644
--- a/README.md
+++ b/README.md
@@ -34,6 +34,7 @@ On release, automated continuous integration tests run the pipeline on a full-si
    - Low complexity filtering
    - Host read removal
    - Run merging
+   - Adapter and quality trimming of Nanopore reads
 3. Performs taxonomic profiling a choice of:
    - Kraken2
    - MetaPhlAn3

From c7f022008c561e70e2ed4a875c17ea1ece109f43 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 21 Mar 2022 15:07:59 +0100
Subject: [PATCH 023/372] Start getting database prep ready

---
 modules.json                           |  3 +++
 modules/nf-core/modules/untar/main.nf  | 36 ++++++++++++++++++++++++++
 modules/nf-core/modules/untar/meta.yml | 28 ++++++++++++++++++++
 subworkflows/local/db_check.nf         | 14 +++++++++-
 subworkflows/local/input_check.nf      |  2 +-
 5 files changed, 81 insertions(+), 2 deletions(-)
 create mode 100644 modules/nf-core/modules/untar/main.nf
 create mode 100644 modules/nf-core/modules/untar/meta.yml

diff --git a/modules.json b/modules.json
index 6a785b8..9a7f1df 100644
--- a/modules.json
+++ b/modules.json
@@ -23,6 +23,9 @@
             },
             "multiqc": {
                 "git_sha": "20d8250d9f39ddb05dfb437603aaf99b5c0b2b41"
+            },
+            "untar": {
+                "git_sha": "7ec09d0ef4df89617baacc9b2dafcddb7cd4b05a"
             }
         }
     }
diff --git a/modules/nf-core/modules/untar/main.nf b/modules/nf-core/modules/untar/main.nf
new file mode 100644
index 0000000..bbae948
--- /dev/null
+++ b/modules/nf-core/modules/untar/main.nf
@@ -0,0 +1,36 @@
+process UNTAR {
+    tag "$archive"
+    label 'process_low'
+
+    conda (params.enable_conda ? "conda-forge::tar=1.32" : null)
+    container "${ 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' :
+        'biocontainers/biocontainers:v1.2.0_cv1' }"
+
+    input:
+    path archive
+
+    output:
+    path "$untar"      , emit: untar
+    path "versions.yml", emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def args2 = task.ext.args2 ?: ''
+    untar        = archive.toString() - '.tar.gz'
+    """
+    tar \\
+        -xzvf \\
+        $args \\
+        $archive \\
+        $args2 \\
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        untar: \$(echo \$(tar --version 2>&1) | sed 's/^.*(GNU tar) //; s/ Copyright.*\$//')
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/untar/meta.yml b/modules/nf-core/modules/untar/meta.yml
new file mode 100644
index 0000000..e877a97
--- /dev/null
+++ b/modules/nf-core/modules/untar/meta.yml
@@ -0,0 +1,28 @@
+name: untar
+description: Extract files.
+keywords:
+  - untar
+  - uncompress
+tools:
+  - untar:
+      description: |
+        Extract tar.gz files.
+      documentation: https://www.gnu.org/software/tar/manual/
+      licence: ["GPL-3.0-or-later"]
+input:
+  - archive:
+      type: file
+      description: File to be untar
+      pattern: "*.{tar}.{gz}"
+output:
+  - untar:
+      type: file
+      description:
+      pattern: "*.*"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@joseespinosa"
+  - "@drpatelh"
diff --git a/subworkflows/local/db_check.nf b/subworkflows/local/db_check.nf
index 909d98f..6f061d7 100644
--- a/subworkflows/local/db_check.nf
+++ b/subworkflows/local/db_check.nf
@@ -19,8 +19,20 @@ workflow DB_CHECK {
         .dump(tag: "db_channel_prepped")
         .set{ dbs }
 
+
+    parsed_samplesheet
+        .branch {
+            untar: it[0]['db_path'].toString().endsWith(".tar.gz")
+            skip: true
+        }
+        .set{ ch_dbs_for_untar }
+
+    UNTAR ( ch_dbs_for_untar.untar )
+
+    ch_final_dbs = ch_dbs_for_untar.skip.mix( ch_dbs_untarred )
+
     emit:
-    dbs                                       // channel: [ val(meta), [ db ] ]
+    dbs = ch_final_dbs                        // channel: [ val(meta), [ db ] ]
     versions = DATABASE_CHECK.out.versions // channel: [ versions.yml ]
 }
 
diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index d66fb3a..938c87f 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -35,7 +35,7 @@ workflow INPUT_CHECK {
 }
 
 // Function to get list of [ meta, [ fastq_1, fastq_2 ] ]
-def create_fastq_channel(LinkedHashMap row) {
+def create_fastq_channels(LinkedHashMap row) {
     // create meta map
     def meta = [:]
     meta.id                     = row.sample

From 631c115e1003fc7cb9b0c893bf7cde761f4287ef Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 21 Mar 2022 14:58:19 +0000
Subject: [PATCH 024/372] Adds PoC of untarring system

---
 conf/modules.config                    |  2 +-
 modules.json                           |  2 +-
 modules/nf-core/modules/untar/main.nf  | 10 +++++-----
 modules/nf-core/modules/untar/meta.yml | 10 ++++++++++
 subworkflows/local/db_check.nf         |  9 +++++----
 5 files changed, 22 insertions(+), 11 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 9e334bc..620ae1d 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -82,7 +82,7 @@ process {
         publishDir = [
             path: { "${params.outdir}/kraken2/${meta.db_name}" },
             mode: 'copy',
-            pattern: '.{fastq.gz,txt}'
+            pattern: '*.{fastq.gz,txt}'
         ]
         ext.args = { "${meta.db_params}" }
         ext.when = params.run_kraken2
diff --git a/modules.json b/modules.json
index 9a7f1df..96a43d8 100644
--- a/modules.json
+++ b/modules.json
@@ -25,7 +25,7 @@
                 "git_sha": "20d8250d9f39ddb05dfb437603aaf99b5c0b2b41"
             },
             "untar": {
-                "git_sha": "7ec09d0ef4df89617baacc9b2dafcddb7cd4b05a"
+                "git_sha": "e080f4c8acf5760039ed12ec1f206170f3f9a918"
             }
         }
     }
diff --git a/modules/nf-core/modules/untar/main.nf b/modules/nf-core/modules/untar/main.nf
index bbae948..dc43fb7 100644
--- a/modules/nf-core/modules/untar/main.nf
+++ b/modules/nf-core/modules/untar/main.nf
@@ -8,19 +8,19 @@ process UNTAR {
         'biocontainers/biocontainers:v1.2.0_cv1' }"
 
     input:
-    path archive
+    tuple val(meta), path(archive)
 
     output:
-    path "$untar"      , emit: untar
-    path "versions.yml", emit: versions
+    tuple val(meta), path("$untar"), emit: untar
+    path "versions.yml"            , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
 
     script:
-    def args = task.ext.args ?: ''
+    def args  = task.ext.args ?: ''
     def args2 = task.ext.args2 ?: ''
-    untar        = archive.toString() - '.tar.gz'
+    untar     = archive.toString() - '.tar.gz'
     """
     tar \\
         -xzvf \\
diff --git a/modules/nf-core/modules/untar/meta.yml b/modules/nf-core/modules/untar/meta.yml
index e877a97..d426919 100644
--- a/modules/nf-core/modules/untar/meta.yml
+++ b/modules/nf-core/modules/untar/meta.yml
@@ -10,11 +10,21 @@ tools:
       documentation: https://www.gnu.org/software/tar/manual/
       licence: ["GPL-3.0-or-later"]
 input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
   - archive:
       type: file
       description: File to be untar
       pattern: "*.{tar}.{gz}"
 output:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
   - untar:
       type: file
       description:
diff --git a/subworkflows/local/db_check.nf b/subworkflows/local/db_check.nf
index 6f061d7..641108d 100644
--- a/subworkflows/local/db_check.nf
+++ b/subworkflows/local/db_check.nf
@@ -3,6 +3,7 @@
 //
 
 include { DATABASE_CHECK } from '../../modules/local/database_check'
+include { UNTAR          } from '../../modules/nf-core/modules/untar/main'
 
 workflow DB_CHECK {
     take:
@@ -17,19 +18,19 @@ workflow DB_CHECK {
         .dump(tag: "db_split_csv_out")
         .map { create_db_channels(it) }
         .dump(tag: "db_channel_prepped")
-        .set{ dbs }
-
 
     parsed_samplesheet
         .branch {
-            untar: it[0]['db_path'].toString().endsWith(".tar.gz")
+            untar: it[1].toString().endsWith(".tar.gz")
             skip: true
         }
         .set{ ch_dbs_for_untar }
 
+    // TODO Filter to only run UNTAR on DBs of tools actually using?
+    // TODO make optional whether to save
     UNTAR ( ch_dbs_for_untar.untar )
 
-    ch_final_dbs = ch_dbs_for_untar.skip.mix( ch_dbs_untarred )
+    ch_final_dbs = ch_dbs_for_untar.skip.mix( UNTAR.out.untar )
 
     emit:
     dbs = ch_final_dbs                        // channel: [ val(meta), [ db ] ]

From c97de32434d03fdc97c0a5dc9c75cf328b027193 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Mon, 21 Mar 2022 18:17:08 +0100
Subject: [PATCH 025/372] Make adapter and quality trimming optional

---
 nextflow.config          |  1 +
 workflows/taxprofiler.nf | 12 +++++++++---
 2 files changed, 10 insertions(+), 3 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index 7b897ab..4a3a56d 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -57,6 +57,7 @@ params {
     // FASTQ preprocessing
     fastp_clip_merge           = false
     fastp_exclude_unmerged     = true
+    remove_adapters            = false
 
     // MALT
     run_malt                   = false
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 9e52b59..0e144f3 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -104,9 +104,16 @@ workflow TAXPROFILER {
         FASTQ_PREPROCESSING ( INPUT_CHECK.out.fastq )
     }
 
-    LONGREAD_PREPROCESSING ( INPUT_CHECK.out.nanopore )
+    ch_multiqc_files = Channel.empty()
 
+    if ( params.remove_adapters ) {
+        ch_longreads_preprocessed = LONGREAD_PREPROCESSING ( INPUT_CHECK.out.nanopore ).reads
+                                        .map { it -> [ it[0], [it[1]] ] }
     ch_versions = ch_versions.mix(LONGREAD_PREPROCESSING.out.versions.first())
+        ch_multiqc_files = ch_multiqc_files.mix(LONGREAD_PREPROCESSING.out.mqc)
+    } else {
+        ch_longreads_preprocessed = INPUT_CHECK.out.nanopore
+    }
 
     //
     // PERFORM RUN MERGING
@@ -138,6 +145,7 @@ workflow TAXPROFILER {
 
     // output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
     ch_input_for_profiling = ch_reads_for_profiling
+            .mix( ch_longreads_preprocessed )
             .combine(DB_CHECK.out.dbs)
             .dump(tag: "reads_plus_db")
             .branch {
@@ -189,13 +197,11 @@ workflow TAXPROFILER {
     workflow_summary    = WorkflowTaxprofiler.paramsSummaryMultiqc(workflow, summary_params)
     ch_workflow_summary = Channel.value(workflow_summary)
 
-    ch_multiqc_files = Channel.empty()
     ch_multiqc_files = ch_multiqc_files.mix(Channel.from(ch_multiqc_config))
     ch_multiqc_files = ch_multiqc_files.mix(ch_multiqc_custom_config.collect().ifEmpty([]))
     ch_multiqc_files = ch_multiqc_files.mix(ch_workflow_summary.collectFile(name: 'workflow_summary_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_files = ch_multiqc_files.mix(LONGREAD_PREPROCESSING.out.mqc)
     if (params.fastp_clip_merge) {
         ch_multiqc_files = ch_multiqc_files.mix(FASTQ_PREPROCESSING.out.mqc)
     }

From f6fe26de466446379f49ba00dd80eb995bafd0bb Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Mon, 21 Mar 2022 18:25:56 +0100
Subject: [PATCH 026/372] Rename shortread subworkflow to be more consistent

---
 .../{preprocessing.nf => shortread_preprocessing.nf}      | 0
 workflows/taxprofiler.nf                                  | 8 ++++----
 2 files changed, 4 insertions(+), 4 deletions(-)
 rename subworkflows/local/{preprocessing.nf => shortread_preprocessing.nf} (100%)

diff --git a/subworkflows/local/preprocessing.nf b/subworkflows/local/shortread_preprocessing.nf
similarity index 100%
rename from subworkflows/local/preprocessing.nf
rename to subworkflows/local/shortread_preprocessing.nf
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 0e144f3..22c7518 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -39,7 +39,7 @@ ch_multiqc_custom_config = params.multiqc_config ? Channel.fromPath(params.multi
 include { INPUT_CHECK         } from '../subworkflows/local/input_check'
 
 include { DB_CHECK            } from '../subworkflows/local/db_check'
-include { FASTQ_PREPROCESSING } from '../subworkflows/local/preprocessing'
+include { SHORTREAD_PREPROCESSING } from '../subworkflows/local/shortread_preprocessing'
 include { LONGREAD_PREPROCESSING } from '../subworkflows/local/longread_preprocessing'
 
 /*
@@ -101,7 +101,7 @@ workflow TAXPROFILER {
     // PERFORM PREPROCESSING
     //
     if ( params.fastp_clip_merge ) {
-        FASTQ_PREPROCESSING ( INPUT_CHECK.out.fastq )
+        SHORTREAD_PREPROCESSING ( INPUT_CHECK.out.fastq )
     }
 
     ch_multiqc_files = Channel.empty()
@@ -118,7 +118,7 @@ workflow TAXPROFILER {
     //
     // PERFORM RUN MERGING
     //
-    ch_processed_for_combine = FASTQ_PREPROCESSING.out.reads
+    ch_processed_for_combine = SHORTREAD_PREPROCESSING.out.reads
         .dump(tag: "prep_for_combine_grouping")
         .map {
             meta, reads ->
@@ -203,7 +203,7 @@ workflow TAXPROFILER {
     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([]))
     if (params.fastp_clip_merge) {
-        ch_multiqc_files = ch_multiqc_files.mix(FASTQ_PREPROCESSING.out.mqc)
+        ch_multiqc_files = ch_multiqc_files.mix(SHORTREAD_PREPROCESSING.out.mqc)
     }
     if (params.run_kraken2) {
         ch_multiqc_files = ch_multiqc_files.mix(KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([]))

From 4940ec57ffee76378b9bfe8dcff1d73f3097846e Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Mon, 21 Mar 2022 18:26:26 +0100
Subject: [PATCH 027/372] Remove unnecessary extra point

---
 README.md | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 622b8de..d454a9b 100644
--- a/README.md
+++ b/README.md
@@ -30,11 +30,10 @@ On release, automated continuous integration tests run the pipeline on a full-si
 
 1. Read QC ([`FastQC`](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/))
 2. Performs optional read pre-processing
-   - Adapter clipping and merging
+   - Adapter clipping and merging (short, and nanopore reads)
    - Low complexity filtering
    - Host read removal
    - Run merging
-   - Adapter and quality trimming of Nanopore reads
 3. Performs taxonomic profiling a choice of:
    - Kraken2
    - MetaPhlAn3

From 5b1b48e59e17d271d03450daca083dd8cec502af Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Mon, 21 Mar 2022 18:29:47 +0100
Subject: [PATCH 028/372] Update subworkflow name to be more consistent

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

diff --git a/subworkflows/local/shortread_preprocessing.nf b/subworkflows/local/shortread_preprocessing.nf
index 5832824..406c198 100644
--- a/subworkflows/local/shortread_preprocessing.nf
+++ b/subworkflows/local/shortread_preprocessing.nf
@@ -7,7 +7,7 @@ include { FASTP as FASTP_SINGLE       } from '../../modules/nf-core/modules/fast
 include { FASTP as FASTP_PAIRED       } from '../../modules/nf-core/modules/fastp/main'
 include { FASTQC as FASTQC_POST       } from '../../modules/nf-core/modules/fastqc/main'
 
-workflow FASTQ_PREPROCESSING {
+workflow SHORTREAD_PREPROCESSING {
     take:
     reads // file: /path/to/samplesheet.csv
 

From 80129985424b214ee22213a8db7cc139e2793ff5 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 21 Mar 2022 19:52:50 +0100
Subject: [PATCH 029/372] Make parameter naming more consistent for clipmerge

---
 conf/modules.config                           |  5 ++---
 nextflow.config                               |  6 ++---
 subworkflows/local/shortread_preprocessing.nf |  2 +-
 workflows/taxprofiler.nf                      | 22 ++++++++++++-------
 4 files changed, 20 insertions(+), 15 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 050772e..c09a011 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -41,7 +41,7 @@ process {
         // TODO also include option to NOT merge
         ext.args   = [
             { ${meta.single_end} } == 0 ? "-m" : '',
-            params.fastp_exclude_unmerged ? '' : "--include_unmerged"
+            params.shortread_excludeunmerged ? '' : "--include_unmerged"
         ].join(' ').trim()
         publishDir = [
             path: { "${params.outdir}/fastp" },
@@ -84,7 +84,7 @@ process {
             pattern: '*.{rma6,tab,text,sam,log}'
         ]
         ext.args = { "${meta.db_params}" }
-        ext.when = params.run_malt
+        ext.prefix = { "${meta.id}-${meta.db_name}" }
     }
 
     withName: KRAKEN2_KRAKEN2 {
@@ -94,7 +94,6 @@ process {
             pattern: '.{fastq.gz,txt}'
         ]
         ext.args = { "${meta.db_params}" }
-        ext.when = params.run_kraken2
         ext.prefix = { "${meta.id}-${meta.db_name}" }
     }
 
diff --git a/nextflow.config b/nextflow.config
index 4a3a56d..5f7aec6 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -55,9 +55,9 @@ params {
     databases = null
 
     // FASTQ preprocessing
-    fastp_clip_merge           = false
-    fastp_exclude_unmerged     = true
-    remove_adapters            = false
+    shortread_clipmerge           = false
+    shortread_excludeunmerged        = true
+    longread_clip                 = false
 
     // MALT
     run_malt                   = false
diff --git a/subworkflows/local/shortread_preprocessing.nf b/subworkflows/local/shortread_preprocessing.nf
index 406c198..d996a76 100644
--- a/subworkflows/local/shortread_preprocessing.nf
+++ b/subworkflows/local/shortread_preprocessing.nf
@@ -23,7 +23,7 @@ workflow SHORTREAD_PREPROCESSING {
     // TODO move to subworkflow
 
 
-    if ( params.fastp_clip_merge ) {
+    if ( params.shortread_clipmerge ) {
 
         ch_input_for_fastp = reads
                                 .dump(tag: "pre-fastp_branch")
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 22c7518..4aa0684 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -100,17 +100,14 @@ workflow TAXPROFILER {
     //
     // PERFORM PREPROCESSING
     //
-    if ( params.fastp_clip_merge ) {
+    if ( params.shortread_clipmerge ) {
         SHORTREAD_PREPROCESSING ( INPUT_CHECK.out.fastq )
     }
 
-    ch_multiqc_files = Channel.empty()
-
-    if ( params.remove_adapters ) {
+    if ( params.longread_clip ) {
         ch_longreads_preprocessed = LONGREAD_PREPROCESSING ( INPUT_CHECK.out.nanopore ).reads
                                         .map { it -> [ it[0], [it[1]] ] }
     ch_versions = ch_versions.mix(LONGREAD_PREPROCESSING.out.versions.first())
-        ch_multiqc_files = ch_multiqc_files.mix(LONGREAD_PREPROCESSING.out.mqc)
     } else {
         ch_longreads_preprocessed = INPUT_CHECK.out.nanopore
     }
@@ -187,9 +184,13 @@ workflow TAXPROFILER {
     //
     // RUN PROFILING
     //
-    MALT_RUN ( ch_input_for_malt.reads, params.malt_mode, ch_input_for_malt.db )
-    KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db  )
+    if ( params.run_malt ) {
+        MALT_RUN ( ch_input_for_malt.reads, params.malt_mode, ch_input_for_malt.db )
+    }
 
+    if ( params.run_kraken2 ) {
+        KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db  )
+    }
 
     //
     // MODULE: MultiQC
@@ -197,14 +198,19 @@ workflow TAXPROFILER {
     workflow_summary    = WorkflowTaxprofiler.paramsSummaryMultiqc(workflow, summary_params)
     ch_workflow_summary = Channel.value(workflow_summary)
 
+    ch_multiqc_files = Channel.empty()
     ch_multiqc_files = ch_multiqc_files.mix(Channel.from(ch_multiqc_config))
     ch_multiqc_files = ch_multiqc_files.mix(ch_multiqc_custom_config.collect().ifEmpty([]))
     ch_multiqc_files = ch_multiqc_files.mix(ch_workflow_summary.collectFile(name: 'workflow_summary_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([]))
-    if (params.fastp_clip_merge) {
+
+    if (params.shortread_clipmerge) {
         ch_multiqc_files = ch_multiqc_files.mix(SHORTREAD_PREPROCESSING.out.mqc)
     }
+    if (params.longread_clip) {
+        ch_multiqc_files = ch_multiqc_files.mix(LONGREAD_PREPROCESSING.out.mqc)
+    }
     if (params.run_kraken2) {
         ch_multiqc_files = ch_multiqc_files.mix(KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([]))
         ch_versions = ch_versions.mix(KRAKEN2_KRAKEN2.out.versions.first())

From 07eed435c628ae0518246aa31e87d81fb02c69ad Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 21 Mar 2022 19:54:51 +0100
Subject: [PATCH 030/372] Replace set with explicity assignment

---
 subworkflows/local/db_check.nf | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/subworkflows/local/db_check.nf b/subworkflows/local/db_check.nf
index 641108d..890e373 100644
--- a/subworkflows/local/db_check.nf
+++ b/subworkflows/local/db_check.nf
@@ -19,12 +19,11 @@ workflow DB_CHECK {
         .map { create_db_channels(it) }
         .dump(tag: "db_channel_prepped")
 
-    parsed_samplesheet
+    ch_dbs_for_untar = parsed_samplesheet
         .branch {
             untar: it[1].toString().endsWith(".tar.gz")
             skip: true
         }
-        .set{ ch_dbs_for_untar }
 
     // TODO Filter to only run UNTAR on DBs of tools actually using?
     // TODO make optional whether to save

From 81bfb629cadfa76ac6f639f320f3bd0fb0ae4dfd Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 21 Mar 2022 20:28:09 +0100
Subject: [PATCH 031/372] Add working basic test to begin

---
 .github/workflows/ci.yml          |  1 +
 conf/modules.config               | 16 ++++++++++++++++
 conf/test.config                  |  8 +++++++-
 subworkflows/local/input_check.nf |  6 +++---
 workflows/taxprofiler.nf          | 13 ++++++++-----
 5 files changed, 35 insertions(+), 9 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 033eb63..5fe2777 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -48,3 +48,4 @@ jobs:
         # Remember that you can parallelise this by using strategy.matrix
         run: |
           nextflow run ${GITHUB_WORKSPACE} -profile test,docker --outdir ./results
+        # TODO Add test that runs with pre-downloaded and decompressed databases
diff --git a/conf/modules.config b/conf/modules.config
index ab8f021..b9c1008 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -26,6 +26,22 @@ process {
         ]
     }
 
+    withName: DATABASE_CHECK {
+        publishDir = [
+            path: { "${params.outdir}/pipeline_info" },
+            mode: params.publish_dir_mode,
+            saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
+        ]
+    }
+
+    withName: UNTAR {
+       publishDir = [
+            path: { "${params.outdir}/databases" },
+            mode: params.publish_dir_mode,
+            saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
+        ]
+    }
+
     withName: FASTQC {
         ext.args = '--quiet'
         ext.prefix = { "${meta.id}_${meta.run_accession}_raw" }
diff --git a/conf/test.config b/conf/test.config
index 51f3bb6..42d8de6 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -22,6 +22,12 @@ params {
     // Input data
     // TODO nf-core: Specify the paths to your test data on nf-core/test-datasets
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
-    input  = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
+    input               = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
+    outdir              = "./results"
+    // TODO replace with official once ready
+    databases           = 'https://raw.githubusercontent.com/jfy133/nf-core-test-datasets/taxprofiler/database.csv'
+    run_kraken2         = true
+    run_malt            = true
+    shortread_clipmerge = true
 
 }
diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index 67dadc2..4501386 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -30,7 +30,7 @@ workflow INPUT_CHECK {
         .set { nanopore }
 
     parsed_samplesheet.fasta
-        .map { create_fasta_channels(it) }
+        .map { create_fasta_channel(it) }
         .dump(tag: "fasta_channel_init")
         .set { fasta }
 
@@ -42,7 +42,7 @@ workflow INPUT_CHECK {
 }
 
 // Function to get list of [ meta, [ fastq_1, fastq_2 ] ]
-def create_fastq_channels(LinkedHashMap row) {
+def create_fastq_channel(LinkedHashMap row) {
     // create meta map
     def meta = [:]
     meta.id                     = row.sample
@@ -74,7 +74,7 @@ def create_fastq_channels(LinkedHashMap row) {
 }
 
 // Function to get list of [ meta, fasta ]
-def create_fasta_channels(LinkedHashMap row) {
+def create_fasta_channel(LinkedHashMap row) {
     def meta = [:]
     meta.id                     = row.sample
     meta.run_accession          = row.run_accession
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 4aa0684..6fc5450 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -101,7 +101,9 @@ workflow TAXPROFILER {
     // PERFORM PREPROCESSING
     //
     if ( params.shortread_clipmerge ) {
-        SHORTREAD_PREPROCESSING ( INPUT_CHECK.out.fastq )
+        ch_shortreads_preprocessed = SHORTREAD_PREPROCESSING ( INPUT_CHECK.out.fastq ).reads
+    } else {
+        ch_shortreads_preprocessed = INPUT_CHECK.out.fastq
     }
 
     if ( params.longread_clip ) {
@@ -113,9 +115,10 @@ workflow TAXPROFILER {
     }
 
     //
-    // PERFORM RUN MERGING
+    // PERFORM SHORT READ RUN MERGING
+    // TODO: Check not necessary for long reads too?
     //
-    ch_processed_for_combine = SHORTREAD_PREPROCESSING.out.reads
+    ch_processed_for_combine = ch_shortreads_preprocessed
         .dump(tag: "prep_for_combine_grouping")
         .map {
             meta, reads ->
@@ -140,7 +143,7 @@ workflow TAXPROFILER {
     // COMBINE READS WITH POSSIBLE DATABASES
     //
 
-    // output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
+    // e.g. output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
     ch_input_for_profiling = ch_reads_for_profiling
             .mix( ch_longreads_preprocessed )
             .combine(DB_CHECK.out.dbs)
@@ -152,7 +155,7 @@ workflow TAXPROFILER {
             }
 
     //
-    // PREP PROFILER INPUT CHANNELS ON PER TOOL BASIS
+    // PREPARE PROFILER INPUT CHANNELS
     //
 
     // We groupTuple to have all samples in one channel for MALT as database

From 358b89a4c6d18f195c7aae3115e28080cfa32b3e Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 21 Mar 2022 20:30:29 +0100
Subject: [PATCH 032/372] Linting

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

diff --git a/conf/modules.config b/conf/modules.config
index b9c1008..29a5135 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -35,7 +35,7 @@ process {
     }
 
     withName: UNTAR {
-       publishDir = [
+        publishDir = [
             path: { "${params.outdir}/databases" },
             mode: params.publish_dir_mode,
             saveAs: { filename -> filename.equals('versions.yml') ? null : filename }

From 48b6ef508dbb0d0a35b91aa8e670616f640b36ae Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 23 Mar 2022 10:06:01 +0100
Subject: [PATCH 033/372] Update path to samplesheet

---
 conf/test.config | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/conf/test.config b/conf/test.config
index 42d8de6..2e08499 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -24,8 +24,7 @@ params {
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
     input               = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
     outdir              = "./results"
-    // TODO replace with official once ready
-    databases           = 'https://raw.githubusercontent.com/jfy133/nf-core-test-datasets/taxprofiler/database.csv'
+    databases           = 'https://raw.githubusercontent.com/nf-core/nf-core-test-datasets/taxprofiler/database.csv'
     run_kraken2         = true
     run_malt            = true
     shortread_clipmerge = true

From 038a8d106a3e027d48c781ab15197270ec38e7a5 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 23 Mar 2022 11:25:47 +0100
Subject: [PATCH 034/372] Fix test with correct URL

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

diff --git a/conf/test.config b/conf/test.config
index 2e08499..5924d7a 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -24,7 +24,7 @@ params {
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
     input               = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
     outdir              = "./results"
-    databases           = 'https://raw.githubusercontent.com/nf-core/nf-core-test-datasets/taxprofiler/database.csv'
+    databases           = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
     run_kraken2         = true
     run_malt            = true
     shortread_clipmerge = true

From 3ff54e620e9b9212a3bad5c687769b8c37e5b89d Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Thu, 24 Mar 2022 12:51:45 +0100
Subject: [PATCH 035/372] Add centrifuge classification

---
 conf/modules.config                         | 10 +++
 conf/test.config                            |  1 +
 modules.json                                |  5 +-
 modules/nf-core/modules/centrifuge/main.nf  | 63 ++++++++++++++++++
 modules/nf-core/modules/centrifuge/meta.yml | 73 +++++++++++++++++++++
 nextflow.config                             |  8 ++-
 subworkflows/local/db_check.nf              |  2 +-
 subworkflows/local/input_check.nf           |  3 +-
 workflows/taxprofiler.nf                    | 22 +++++--
 9 files changed, 179 insertions(+), 8 deletions(-)
 create mode 100644 modules/nf-core/modules/centrifuge/main.nf
 create mode 100644 modules/nf-core/modules/centrifuge/meta.yml

diff --git a/conf/modules.config b/conf/modules.config
index 29a5135..20e6bba 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -121,4 +121,14 @@ process {
         ]
     }
 
+    withName: CENTRIFUGE {
+        publishDir = [
+            path: { "${params.outdir}/centrifuge/${meta.db_name}" },
+            mode: 'copy',
+            pattern: '*.{fastq.gz,txt}'
+        ]
+        ext.args = { "${meta.db_params}" }
+        ext.prefix = { "${meta.id}-${meta.db_name}" }
+    }
+
 }
diff --git a/conf/test.config b/conf/test.config
index 42d8de6..6fca9c0 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -29,5 +29,6 @@ params {
     run_kraken2         = true
     run_malt            = true
     shortread_clipmerge = true
+    run_centrifuge      = true
 
 }
diff --git a/modules.json b/modules.json
index 673a69b..b9dfc87 100644
--- a/modules.json
+++ b/modules.json
@@ -29,6 +29,9 @@
             "porechop": {
                 "git_sha": "e20e57f90b6787ac9a010a980cf6ea98bd990046"
             }
+            "centrifuge": {
+                "git_sha": "ea41a8a6f761b9993d857570e872abaae3fea555"
+            }
         }
     }
-}
\ No newline at end of file
+}
diff --git a/modules/nf-core/modules/centrifuge/main.nf b/modules/nf-core/modules/centrifuge/main.nf
new file mode 100644
index 0000000..7eb566d
--- /dev/null
+++ b/modules/nf-core/modules/centrifuge/main.nf
@@ -0,0 +1,63 @@
+process CENTRIFUGE {
+    tag "$meta.id"
+    label 'process_high'
+
+    conda (params.enable_conda ? "bioconda::centrifuge=1.0.4_beta" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/centrifuge:1.0.4_beta--h9a82719_6' :
+        'quay.io/biocontainers/centrifuge:1.0.4_beta--h9a82719_6' }"
+
+    input:
+    tuple val(meta), path(reads)
+    path db
+    val save_unaligned
+    val save_aligned
+    val sam_format
+
+    output:
+    tuple val(meta), path('*report.txt')                 , emit: report
+    tuple val(meta), path('*results.txt')                , emit: results
+    tuple val(meta), path('*kreport.txt')                , emit: kreport
+    tuple val(meta), path('*.sam')                       , optional: true, emit: sam
+    tuple val(meta), path('*.mapped.fastq{,.1,.2}.gz')   , optional: true, emit: fastq_mapped
+    tuple val(meta), path('*.unmapped.fastq{,.1,.2}.gz') , optional: true, emit: fastq_unmapped
+    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.id}"
+    def paired = meta.single_end ? "-U ${reads}" :  "-1 ${reads[0]} -2 ${reads[1]}"
+    def db_name = db.toString().replace(".tar.gz","")
+    def unaligned = ''
+    def aligned = ''
+    if (meta.single_end) {
+        unaligned = save_unaligned ? "--un-gz ${prefix}.unmapped.fastq.gz" : ''
+        aligned = save_aligned ? "--al-gz ${prefix}.mapped.fastq.gz" : ''
+    } else {
+        unaligned = save_unaligned ? "--un-conc-gz ${prefix}.unmapped.fastq.gz" : ''
+        aligned = save_aligned ? "--al-conc-gz ${prefix}.mapped.fastq.gz" : ''
+    }
+    def sam_output = sam_format ? "--out-fmt 'sam'" : ''
+    """
+    tar -xf $db
+    centrifuge \\
+        -x $db_name \\
+        -p $task.cpus \\
+        $paired \\
+        --report-file ${prefix}.report.txt \\
+        -S ${prefix}.results.txt \\
+        $unaligned \\
+        $aligned \\
+        $sam_output \\
+        $args
+    centrifuge-kreport -x $db_name ${prefix}.results.txt > ${prefix}.kreport.txt
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        centrifuge: \$( centrifuge --version  | sed -n 1p | sed 's/^.*centrifuge-class version //')
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/centrifuge/meta.yml b/modules/nf-core/modules/centrifuge/meta.yml
new file mode 100644
index 0000000..3adf0e2
--- /dev/null
+++ b/modules/nf-core/modules/centrifuge/meta.yml
@@ -0,0 +1,73 @@
+name: centrifuge
+description: Classifies metagenomic sequence data
+keywords:
+  - classify
+  - metagenomics
+  - fastq
+  - db
+tools:
+  - centrifuge:
+      description: Centrifuge is a classifier for metagenomic sequences.
+      homepage: https://ccb.jhu.edu/software/centrifuge/
+      documentation: https://ccb.jhu.edu/software/centrifuge/manual.shtml
+      doi: 10.1101/gr.210641.116
+      licence: ["GPL v3"]
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - reads:
+      type: file
+      description: |
+        List of input FastQ files of size 1 and 2 for single-end and paired-end data,
+        respectively.
+  - db:
+      type: directory
+      description: Centrifuge database in .tar.gz format
+      pattern: "*.tar.gz"
+  - save_unaligned:
+      type: value
+      description: If true unmapped fastq files are saved
+  - save_aligned:
+      type: value
+      description: If true mapped fastq files are saved
+output:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - report:
+      type: file
+      description: |
+        File containing a classification summary
+      pattern: "*.{report.txt}"
+  - results:
+      type: file
+      description: |
+        File containing classification results
+      pattern: "*.{results.txt}"
+  - kreport:
+      type: file
+      description: |
+        File containing kraken-style report from centrifuge
+        out files.
+      pattern: "*.{kreport.txt}"
+  - fastq_unmapped:
+      type: file
+      description: Unmapped fastq files
+      pattern: "*.unmapped.fastq.gz"
+  - fastq_mapped:
+      type: file
+      description: Mapped fastq files
+      pattern: "*.mapped.fastq.gz"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@sofstam"
+  - "@jfy133"
+  - "@sateeshperi"
diff --git a/nextflow.config b/nextflow.config
index 5f7aec6..5bd8f39 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -56,7 +56,7 @@ params {
 
     // FASTQ preprocessing
     shortread_clipmerge           = false
-    shortread_excludeunmerged        = true
+    shortread_excludeunmerged     = true
     longread_clip                 = false
 
     // MALT
@@ -65,6 +65,12 @@ params {
 
     // kraken2
     run_kraken2                = false
+
+    // centrifuge
+    run_centrifuge             = false
+    save_unaligned             = false
+    save_aligned               = false
+    sam_format                 = false
 }
 
 // Load base.config by default for all pipelines
diff --git a/subworkflows/local/db_check.nf b/subworkflows/local/db_check.nf
index 890e373..28268c3 100644
--- a/subworkflows/local/db_check.nf
+++ b/subworkflows/local/db_check.nf
@@ -21,7 +21,7 @@ workflow DB_CHECK {
 
     ch_dbs_for_untar = parsed_samplesheet
         .branch {
-            untar: it[1].toString().endsWith(".tar.gz")
+            untar: it[1].toString().endsWith(".tar.gz") && it[0]['tool']!="centrifuge"
             skip: true
         }
 
diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index 4501386..b64e31e 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -67,8 +67,9 @@ def create_fastq_channel(LinkedHashMap row) {
             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) ] ]
+         fastq_meta = [ meta, [ file(row.fastq_1), file(row.fastq_2) ] ]
         }
+
     }
     return fastq_meta
 }
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 6fc5450..ea3ef18 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -58,7 +58,7 @@ include { CUSTOM_DUMPSOFTWAREVERSIONS } from '../modules/nf-core/modules/custom/
 include { CAT_FASTQ                   } from '../modules/nf-core/modules/cat/fastq/main'
 include { MALT_RUN                    } from '../modules/nf-core/modules/malt/run/main'
 include { KRAKEN2_KRAKEN2             } from '../modules/nf-core/modules/kraken2/kraken2/main'
-
+include { CENTRIFUGE                  } from '../modules/nf-core/modules/centrifuge/main'
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -149,9 +149,10 @@ workflow TAXPROFILER {
             .combine(DB_CHECK.out.dbs)
             .dump(tag: "reads_plus_db")
             .branch {
-                malt:    it[2]['tool'] == 'malt'
-                kraken2: it[2]['tool'] == 'kraken2'
-                unknown: true
+                malt:       it[2]['tool'] == 'malt'
+                kraken2:    it[2]['tool'] == 'kraken2'
+                centrifuge: it[2]['tool'] == 'centrifuge'
+                unknown:    true
             }
 
     //
@@ -184,6 +185,15 @@ workflow TAXPROFILER {
                                     db: it[3]
                             }
 
+    // We can run centrifuge one-by-one sample-wise
+    ch_input_for_centrifuge =  ch_input_for_profiling.centrifuge
+                               .dump(tag: "input for centrifuge")
+                               .multiMap {
+                                    it ->
+                                        reads: [ it[0] + it[2], it[1] ]
+                                        db: it[3]
+                                }
+
     //
     // RUN PROFILING
     //
@@ -195,6 +205,10 @@ workflow TAXPROFILER {
         KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db  )
     }
 
+    if ( params.run_centrifuge ) {
+        CENTRIFUGE ( ch_input_for_centrifuge.reads, ch_input_for_centrifuge.db, params.save_unaligned, params.save_aligned, params.sam_format  )
+    }
+
     //
     // MODULE: MultiQC
     //

From e3be393f16025f76cb8bc2389ccb2eb841b569f5 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 24 Mar 2022 14:18:15 +0100
Subject: [PATCH 036/372] Fix broken json

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

diff --git a/modules.json b/modules.json
index c24ff6a..b78ba31 100644
--- a/modules.json
+++ b/modules.json
@@ -26,9 +26,10 @@
             },
             "untar": {
                 "git_sha": "e080f4c8acf5760039ed12ec1f206170f3f9a918"
+            },
             "porechop": {
                 "git_sha": "e20e57f90b6787ac9a010a980cf6ea98bd990046"
             }
         }
     }
-}
+}
\ No newline at end of file

From 203cd2e7d39936dec20d75901fe6afc94b7f8a6f Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 24 Mar 2022 14:31:53 +0100
Subject: [PATCH 037/372] Prettier

---
 README.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index ea659bb..0c1d3c7 100644
--- a/README.md
+++ b/README.md
@@ -17,6 +17,7 @@
 ## Introduction
 
 <!-- TODO nf-core: Write a 1-2 sentence summary of what data the pipeline is for and what it does -->
+
 **nf-core/taxprofiler** is a bioinformatics best-practice analysis pipeline for taxonomic profiling of shotgun metagenomic data. It allows for in-parallel profiling against multiple profiling tools and databases and produces standardised output tables.
 
 The pipeline is built using [Nextflow](https://www.nextflow.io), a workflow tool to run tasks across multiple compute infrastructures in a very portable manner. It uses Docker/Singularity containers making installation trivial and results highly reproducible. The [Nextflow DSL2](https://www.nextflow.io/docs/latest/dsl2.html) implementation of this pipeline uses one container per process which makes it much easier to maintain and update software dependencies. Where possible, these processes have been submitted to and installed from [nf-core/modules](https://github.com/nf-core/modules) in order to make them available to all nf-core pipelines, and to everyone within the Nextflow community!
@@ -44,7 +45,7 @@ On release, automated continuous integration tests run the pipeline on a full-si
    - Kaiju
    - mOTUs
 4. Perform optional post-processing with:
-    - bracken
+   - bracken
 5. Standardises output tables
 6. Present QC for raw reads ([`MultiQC`](http://multiqc.info/))
 

From cc9368ee527243fc1809f891154ae0eb569887f3 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 24 Mar 2022 15:35:09 +0100
Subject: [PATCH 038/372] Prettier linting and update schema

---
 nextflow.config          |  2 +-
 nextflow_schema.json     | 48 ++++++++++++++++++++++++++++++++++++----
 workflows/taxprofiler.nf |  3 ++-
 3 files changed, 47 insertions(+), 6 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index 5f7aec6..cc77a99 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -56,7 +56,7 @@ params {
 
     // FASTQ preprocessing
     shortread_clipmerge           = false
-    shortread_excludeunmerged        = true
+    shortread_excludeunmerged     = true
     longread_clip                 = false
 
     // MALT
diff --git a/nextflow_schema.json b/nextflow_schema.json
index de1e515..03910e9 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -173,7 +176,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -256,5 +266,35 @@
         {
             "$ref": "#/definitions/generic_options"
         }
-    ]
-}
+    ],
+    "properties": {
+        "databases": {
+            "type": "string",
+            "default": null
+        },
+        "shortread_clipmerge": {
+            "type": "string",
+            "default": "false"
+        },
+        "shortread_excludeunmerged": {
+            "type": "string",
+            "default": "true"
+        },
+        "longread_clip": {
+            "type": "string",
+            "default": "false"
+        },
+        "run_malt": {
+            "type": "string",
+            "default": "false"
+        },
+        "malt_mode": {
+            "type": "string",
+            "default": "BlastN"
+        },
+        "run_kraken2": {
+            "type": "string",
+            "default": "false"
+        }
+    }
+}
\ No newline at end of file
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 7320922..29058e6 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -88,8 +88,9 @@ workflow TAXPROFILER {
     //
     // MODULE: Run FastQC
     //
+    ch_input_for_fastqc = INPUT_CHECK.out.fastq.mix( INPUT_CHECK.out.nanopore ).dump(tag: "input_to_fastq")
     FASTQC (
-        INPUT_CHECK.out.fastq.mix( INPUT_CHECK.out.nanopore )
+        ch_input_for_fastqc
     )
     ch_versions = ch_versions.mix(FASTQC.out.versions.first())
 

From 494c641fb8ade3f6f6e73c537f699df182b16b9d Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 24 Mar 2022 15:37:42 +0100
Subject: [PATCH 039/372] Prettier

---
 .prettierignore      |  2 ++
 modules.json         |  2 +-
 nextflow_schema.json | 16 +++-------------
 3 files changed, 6 insertions(+), 14 deletions(-)
 create mode 100644 .prettierignore

diff --git a/.prettierignore b/.prettierignore
new file mode 100644
index 0000000..c037321
--- /dev/null
+++ b/.prettierignore
@@ -0,0 +1,2 @@
+testing/
+tests/
diff --git a/modules.json b/modules.json
index b78ba31..9e6428a 100644
--- a/modules.json
+++ b/modules.json
@@ -32,4 +32,4 @@
             }
         }
     }
-}
\ No newline at end of file
+}
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 03910e9..7bb03c3 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -297,4 +287,4 @@
             "default": "false"
         }
     }
-}
\ No newline at end of file
+}

From 92a3c8ec8d6e6698f748f154b0dfeaf92fd9d52b Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 24 Mar 2022 15:40:14 +0100
Subject: [PATCH 040/372] Prettier

---
 nextflow_schema.json | 18 +++++++-----------
 1 file changed, 7 insertions(+), 11 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 7bb03c3..9527da4 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -260,31 +260,27 @@
     "properties": {
         "databases": {
             "type": "string",
-            "default": null
+            "default": "None"
         },
         "shortread_clipmerge": {
-            "type": "string",
-            "default": "false"
+            "type": "boolean"
         },
         "shortread_excludeunmerged": {
-            "type": "string",
-            "default": "true"
+            "type": "boolean",
+            "default": true
         },
         "longread_clip": {
-            "type": "string",
-            "default": "false"
+            "type": "boolean"
         },
         "run_malt": {
-            "type": "string",
-            "default": "false"
+            "type": "boolean"
         },
         "malt_mode": {
             "type": "string",
             "default": "BlastN"
         },
         "run_kraken2": {
-            "type": "string",
-            "default": "false"
+            "type": "boolean"
         }
     }
 }

From fafb7e0f6fce56a57f6d375976b3cffe37ebe14b Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Thu, 24 Mar 2022 16:59:12 +0100
Subject: [PATCH 041/372] Update README.md

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

diff --git a/README.md b/README.md
index 0c1d3c7..e976f73 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# ![nf-core/taxprofiler](docs/images/nf-core/taxprofiler_logo_light.png#gh-light-mode-only) ![nf-core/taxprofiler](docs/images/nf-core/taxprofiler_logo_dark.png#gh-dark-mode-only)
+# ![nf-core/taxprofiler](docs/images/nf-core-taxprofiler_logo_light.png#gh-light-mode-only) ![nf-core/taxprofiler](docs/images/nf-core-taxprofiler_logo_dark.png#gh-dark-mode-only)
 
 [![GitHub Actions CI Status](https://github.com/nf-core/taxprofiler/workflows/nf-core%20CI/badge.svg)](https://github.com/nf-core/taxprofiler/actions?query=workflow%3A%22nf-core+CI%22)
 [![GitHub Actions Linting Status](https://github.com/nf-core/taxprofiler/workflows/nf-core%20linting/badge.svg)](https://github.com/nf-core/taxprofiler/actions?query=workflow%3A%22nf-core+linting%22)

From 4e93abc7c06b35eae584af4338c8aeaa60b8fcf8 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 25 Mar 2022 14:58:06 +0100
Subject: [PATCH 042/372] Add read improved read preprocessing

---
 conf/modules.config                           | 21 +++++-
 nextflow.config                               | 12 +++-
 nextflow_schema.json                          |  2 +-
 subworkflows/local/shortread_fastp.nf         | 65 +++++++++++++++++++
 subworkflows/local/shortread_preprocessing.nf | 55 ++++------------
 workflows/taxprofiler.nf                      |  2 +
 6 files changed, 107 insertions(+), 50 deletions(-)
 create mode 100644 subworkflows/local/shortread_fastp.nf

diff --git a/conf/modules.config b/conf/modules.config
index 29a5135..36bc626 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -52,12 +52,27 @@ process {
         ]
     }
 
+    withName: FASTQC_PROCESSED {
+        ext.args = '--quiet'
+        ext.prefix = { "${meta.id}_${meta.run_accession}_processed" }
+        publishDir = [
+            path: { "${params.outdir}/fastqc/processed" },
+            mode: 'copy',
+            pattern: '*.html'
+        ]
+    }
+
     withName: FASTP {
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
-        // TODO also include option to NOT merge
         ext.args   = [
-            { ${meta.single_end} } == 0 ? "-m" : '',
-            params.shortread_excludeunmerged ? '' : "--include_unmerged"
+            // collapsing options
+            params.shortread_clipmerge_excludeunmerged ? '' : "--include_unmerged",
+            // trimming options
+            params.shortread_clipmerge_skiptrim ? "--disable_adapter_trimming" : "",
+            params.shortread_adapter1 ? "--adapter_sequence ${params.shortread_adapter1}" : "",
+            !{ ${meta.single_end} } && params.shortread_adapter2 ? "--adapter_sequence_r2 ${params.shortread_adapter2}" : !{ ${meta.single_end} } ? "--detect_adapter_for_pe" : ""
+            // filtering options
+            "--length_required ${params.shortread_clipmerge_minlength}"
         ].join(' ').trim()
         publishDir = [
             path: { "${params.outdir}/fastp" },
diff --git a/nextflow.config b/nextflow.config
index cc77a99..a312d0c 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -55,9 +55,15 @@ params {
     databases = null
 
     // FASTQ preprocessing
-    shortread_clipmerge           = false
-    shortread_excludeunmerged     = true
-    longread_clip                 = false
+    shortread_clipmerge                     = false
+    shortread_clipmerge_tool                = 'fastp'
+    shortread_clipmerge_skiptrim            = false
+    shortread_clipmerge_mergepairs          = false
+    shortread_clipmerge_excludeunmerged     = true
+    shortread_clipmerge_adapter1            = null
+    shortread_clipmerge_adapter2            = null
+    shortread_clipmerge_minlength           = 15
+    longread_clip                           = false
 
     // MALT
     run_malt                   = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 9527da4..0fa217f 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -265,7 +265,7 @@
         "shortread_clipmerge": {
             "type": "boolean"
         },
-        "shortread_excludeunmerged": {
+        "shortread_clipmerge_excludeunmerged": {
             "type": "boolean",
             "default": true
         },
diff --git a/subworkflows/local/shortread_fastp.nf b/subworkflows/local/shortread_fastp.nf
new file mode 100644
index 0000000..87aba25
--- /dev/null
+++ b/subworkflows/local/shortread_fastp.nf
@@ -0,0 +1,65 @@
+//
+// Check input samplesheet and get read channels
+//
+
+
+include { FASTP as FASTP_SINGLE       } from '../../modules/nf-core/modules/fastp/main'
+include { FASTP as FASTP_PAIRED       } from '../../modules/nf-core/modules/fastp/main'
+
+workflow SHORTREAD_FASTP {
+    take:
+    reads // file: /path/to/samplesheet.csv
+
+    main:
+    ch_versions = Channel.empty()
+    ch_multiqc_files      = Channel.empty()
+
+    //
+    // STEP: Read clipping and merging
+    //
+    // TODO give option to retain singletons (probably fastp option likely)
+    // TODO move to subworkflow
+
+    ch_input_for_fastp = reads
+                            .dump(tag: "pre-fastp_branch")
+                            .branch{
+                                single: it[0]['single_end'] == true
+                                paired: it[0]['single_end'] == false
+                            }
+
+    ch_input_for_fastp.single.dump(tag: "input_fastp_single")
+    ch_input_for_fastp.paired.dump(tag: "input_fastp_paired")
+
+    FASTP_SINGLE ( ch_input_for_fastp.single, false, false )
+    FASTP_PAIRED ( ch_input_for_fastp.paired, false, params.shortread_clipmerge_mergepairs )
+
+    if ( params.shortread_clipmerge_mergepairs ) {
+        ch_fastp_reads_prepped = FASTP_PAIRED.out.reads_merged
+                                    .mix( FASTP_SINGLE.out.reads )
+                                    .map {
+                                        meta, reads ->
+                                        def meta_new = meta.clone()
+                                        meta_new['single_end'] = 1
+                                        [ meta_new, reads ]
+                                        }
+    } else {
+        ch_fastp_reads_prepped = FASTP_PAIRED.out.reads
+                                    .mix( FASTP_SINGLE.out.reads )
+    }
+
+    ch_versions = ch_versions.mix(FASTP_SINGLE.out.versions.first())
+    ch_versions = ch_versions.mix(FASTP_PAIRED.out.versions.first())
+
+    ch_processed_reads = ch_fastp_reads_prepped.dump(tag: "ch_fastp_reads_prepped")
+
+    ch_multiqc_files = ch_multiqc_files.mix( FASTP_SINGLE.out.json.collect{it[1]} )
+    ch_multiqc_files = ch_multiqc_files.mix( FASTP_PAIRED.out.json.collect{it[1]} )
+
+    ch_multiqc_files.dump(tag: "preprocessing_fastp_mqc_final")
+
+    emit:
+    reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]
+    versions = ch_versions          // channel: [ versions.yml ]
+    mqc      = ch_multiqc_files
+}
+
diff --git a/subworkflows/local/shortread_preprocessing.nf b/subworkflows/local/shortread_preprocessing.nf
index d996a76..c31289d 100644
--- a/subworkflows/local/shortread_preprocessing.nf
+++ b/subworkflows/local/shortread_preprocessing.nf
@@ -3,17 +3,16 @@
 //
 
 
-include { FASTP as FASTP_SINGLE       } from '../../modules/nf-core/modules/fastp/main'
-include { FASTP as FASTP_PAIRED       } from '../../modules/nf-core/modules/fastp/main'
-include { FASTQC as FASTQC_POST       } from '../../modules/nf-core/modules/fastqc/main'
+include { SHORTREAD_FASTP             } from './shortread_fastp'
+include { FASTQC as FASTQC_PROCESSED       } from '../../modules/nf-core/modules/fastqc/main'
 
 workflow SHORTREAD_PREPROCESSING {
     take:
     reads // file: /path/to/samplesheet.csv
 
     main:
-    ch_versions = Channel.empty()
-    ch_multiqc_files      = Channel.empty()
+    ch_versions       = Channel.empty()
+    ch_multiqc_files  = Channel.empty()
 
     //
     // STEP: Read clipping and merging
@@ -22,50 +21,20 @@ workflow SHORTREAD_PREPROCESSING {
     // TODO give option to retain singletons (probably fastp option likely)
     // TODO move to subworkflow
 
-
-    if ( params.shortread_clipmerge ) {
-
-        ch_input_for_fastp = reads
-                                .dump(tag: "pre-fastp_branch")
-                                .branch{
-                                    single: it[0]['single_end'] == true
-                                    paired: it[0]['single_end'] == false
-                                }
-
-        ch_input_for_fastp.single.dump(tag: "input_fastp_single")
-        ch_input_for_fastp.paired.dump(tag: "input_fastp_paired")
-
-        FASTP_SINGLE ( ch_input_for_fastp.single, false, false )
-        FASTP_PAIRED ( ch_input_for_fastp.paired, false, true )
-
-        ch_fastp_reads_prepped = FASTP_PAIRED.out.reads_merged
-                                    .mix( FASTP_SINGLE.out.reads )
-                                    .map {
-                                        meta, reads ->
-                                        def meta_new = meta.clone()
-                                        meta_new['single_end'] = 1
-                                        [ meta_new, reads ]
-                                    }
-
-        FASTQC_POST ( ch_fastp_reads_prepped )
-
-        ch_versions = ch_versions.mix(FASTP_SINGLE.out.versions.first())
-        ch_versions = ch_versions.mix(FASTP_PAIRED.out.versions.first())
-
-        ch_processed_reads = ch_fastp_reads_prepped
-
-        ch_multiqc_files = ch_multiqc_files.mix( FASTQC_POST.out.zip.collect{it[1]} )
-        ch_multiqc_files = ch_multiqc_files.mix( FASTP_SINGLE.out.json.collect{it[1]} )
-        ch_multiqc_files = ch_multiqc_files.mix( FASTP_PAIRED.out.json.collect{it[1]} )
-
-        ch_multiqc_files.dump(tag: "preprocessing_mqc_final")
-
+    if ( params.shortread_clipmerge_tool == "fastp" ) {
+        ch_processed_reads = SHORTREAD_FASTP ( reads ).reads
+        ch_versions        =  ch_versions.mix( SHORTREAD_FASTP.out.versions )
+        ch_multiqc_files   =  ch_multiqc_files.mix( SHORTREAD_FASTP.out.mqc )
     } else {
         ch_processed_reads = reads
     }
 
+    //FASTQC_PROCESSED ( ch_processed_reads )
+    //ch_versions = ch_versions.mix( FASTQC_PROCESSED.out.versions )
+    //ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip.collect{it[1]} )
 
     emit:
+            // TODO: problem, this is being exported as a multi-channel output? This is why FASTQC is broken
     reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]
     versions = ch_versions          // channel: [ versions.yml ]
     mqc      = ch_multiqc_files
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 29058e6..0a907bf 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -17,6 +17,7 @@ for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true
 // Check mandatory parameters
 if (params.input    ) { ch_input     = file(params.input)     } else { exit 1, 'Input samplesheet not specified!' }
 if (params.databases) { ch_databases = file(params.databases) } else { exit 1, 'Input database sheet not specified!' }
+if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] warning: MALT does not except uncollapsed paired-reads. Pairs will be profiled as separate files."
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -135,6 +136,7 @@ workflow TAXPROFILER {
 
     CAT_FASTQ ( ch_processed_for_combine.combine )
 
+    // TODO May need to flatten reads?
     ch_reads_for_profiling = ch_processed_for_combine.skip
                                 .dump(tag: "skip_combine")
                                 .mix( CAT_FASTQ.out.reads )

From ff1f28f4f0b8e88898e0f568f83e2da90ff81bc6 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 25 Mar 2022 15:01:25 +0100
Subject: [PATCH 043/372] Update schema

---
 conf/modules.config  |  4 ++--
 nextflow_schema.json | 38 +++++++++++++++++++++++++++++++++++---
 2 files changed, 37 insertions(+), 5 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 36bc626..1052bed 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -69,8 +69,8 @@ process {
             params.shortread_clipmerge_excludeunmerged ? '' : "--include_unmerged",
             // trimming options
             params.shortread_clipmerge_skiptrim ? "--disable_adapter_trimming" : "",
-            params.shortread_adapter1 ? "--adapter_sequence ${params.shortread_adapter1}" : "",
-            !{ ${meta.single_end} } && params.shortread_adapter2 ? "--adapter_sequence_r2 ${params.shortread_adapter2}" : !{ ${meta.single_end} } ? "--detect_adapter_for_pe" : ""
+            params.shortread_clipmerge_adapter1 ? "--adapter_sequence ${params.shortread_clipmerge_adapter1}" : "",
+            !{ ${meta.single_end} } && params.shortread_clipmerge_adapter2 ? "--adapter_sequence_r2 ${params.shortread_clipmerge_adapter2}" : !{ ${meta.single_end} } ? "--detect_adapter_for_pe" : "",
             // filtering options
             "--length_required ${params.shortread_clipmerge_minlength}"
         ].join(' ').trim()
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 0fa217f..42307e9 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -173,7 +176,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -281,6 +291,28 @@
         },
         "run_kraken2": {
             "type": "boolean"
+        },
+        "shortread_clipmerge_tool": {
+            "type": "string",
+            "default": "fastp"
+        },
+        "shortread_clipmerge_skiptrim": {
+            "type": "boolean"
+        },
+        "shortread_clipmerge_mergepairs": {
+            "type": "boolean"
+        },
+        "shortread_clipmerge_adapter1": {
+            "type": "string",
+            "default": null
+        },
+        "shortread_clipmerge_adapter2": {
+            "type": "string",
+            "default": null
+        },
+        "shortread_clipmerge_minlength": {
+            "type": "integer",
+            "default": 15
         }
     }
-}
+}
\ No newline at end of file

From dfcf8f7b1ae183a233d8a1c94f39a1f27084a966 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 25 Mar 2022 15:10:52 +0100
Subject: [PATCH 044/372] Prettier

---
 conf/test.config     |  1 -
 nextflow_schema.json | 16 +++-------------
 2 files changed, 3 insertions(+), 14 deletions(-)

diff --git a/conf/test.config b/conf/test.config
index 5924d7a..92a10e4 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -23,7 +23,6 @@ params {
     // TODO nf-core: Specify the paths to your test data on nf-core/test-datasets
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
     input               = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
-    outdir              = "./results"
     databases           = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
     run_kraken2         = true
     run_malt            = true
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 42307e9..545f990 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -315,4 +305,4 @@
             "default": 15
         }
     }
-}
\ No newline at end of file
+}

From b5f5c755046b3ae1af9648e879dfa48519385891 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 25 Mar 2022 15:21:52 +0100
Subject: [PATCH 045/372] Fix file header descriptions

---
 subworkflows/local/longread_preprocessing.nf |  9 ++++++---
 subworkflows/local/shortread_fastp.nf        | 10 +++-------
 2 files changed, 9 insertions(+), 10 deletions(-)

diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index da1049a..58968e8 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -1,6 +1,9 @@
+/*
+Process long raw reads with porechop
+*/
 
-include { FASTQC as FASTQC_POST } from '../../modules/nf-core/modules/fastqc/main'
-include { PORECHOP              } from '../../modules/nf-core/modules/porechop/main'
+include { FASTQC as FASTQC_PROCESSED } from '../../modules/nf-core/modules/fastqc/main'
+include { PORECHOP                   } from '../../modules/nf-core/modules/porechop/main'
 
 workflow LONGREAD_PREPROCESSING {
     take:
@@ -23,7 +26,7 @@ workflow LONGREAD_PREPROCESSING {
 
     FASTQC_POST ( PORECHOP.out.reads )
     ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
-    ch_multiqc_files = ch_multiqc_files.mix( FASTQC_POST.out.zip.collect{it[1]} )
+    ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip.collect{it[1]} )
 
 
     emit:
diff --git a/subworkflows/local/shortread_fastp.nf b/subworkflows/local/shortread_fastp.nf
index 87aba25..f457cf3 100644
--- a/subworkflows/local/shortread_fastp.nf
+++ b/subworkflows/local/shortread_fastp.nf
@@ -1,7 +1,6 @@
-//
-// Check input samplesheet and get read channels
-//
-
+/*
+Process short raw reads with FastP
+*/
 
 include { FASTP as FASTP_SINGLE       } from '../../modules/nf-core/modules/fastp/main'
 include { FASTP as FASTP_PAIRED       } from '../../modules/nf-core/modules/fastp/main'
@@ -17,9 +16,6 @@ workflow SHORTREAD_FASTP {
     //
     // STEP: Read clipping and merging
     //
-    // TODO give option to retain singletons (probably fastp option likely)
-    // TODO move to subworkflow
-
     ch_input_for_fastp = reads
                             .dump(tag: "pre-fastp_branch")
                             .branch{

From 7ddcb09a85ed8c50f5d661b398f0e0a5e113add8 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 25 Mar 2022 15:22:41 +0100
Subject: [PATCH 046/372] Some more cleanup

---
 .../local/shortread_adapterremoval.nf         | 64 +++++++++++++++++++
 1 file changed, 64 insertions(+)
 create mode 100644 subworkflows/local/shortread_adapterremoval.nf

diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
new file mode 100644
index 0000000..e15d2ef
--- /dev/null
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -0,0 +1,64 @@
+/*
+Process raw reads with AdapterRemoval
+*/
+
+include { FASTP as FASTP_SINGLE       } from '../../modules/nf-core/modules/fastp/main'
+include { FASTP as FASTP_PAIRED       } from '../../modules/nf-core/modules/fastp/main'
+
+workflow SHORTREAD_FASTP {
+    take:
+    reads // file: /path/to/samplesheet.csv
+
+    main:
+    ch_versions = Channel.empty()
+    ch_multiqc_files      = Channel.empty()
+
+    //
+    // STEP: Read clipping and merging
+    //
+    // TODO give option to retain singletons (probably fastp option likely)
+    // TODO move to subworkflow
+
+    ch_input_for_fastp = reads
+                            .dump(tag: "pre-fastp_branch")
+                            .branch{
+                                single: it[0]['single_end'] == true
+                                paired: it[0]['single_end'] == false
+                            }
+
+    ch_input_for_fastp.single.dump(tag: "input_fastp_single")
+    ch_input_for_fastp.paired.dump(tag: "input_fastp_paired")
+
+    FASTP_SINGLE ( ch_input_for_fastp.single, false, false )
+    FASTP_PAIRED ( ch_input_for_fastp.paired, false, params.shortread_clipmerge_mergepairs )
+
+    if ( params.shortread_clipmerge_mergepairs ) {
+        ch_fastp_reads_prepped = FASTP_PAIRED.out.reads_merged
+                                    .mix( FASTP_SINGLE.out.reads )
+                                    .map {
+                                        meta, reads ->
+                                        def meta_new = meta.clone()
+                                        meta_new['single_end'] = 1
+                                        [ meta_new, reads ]
+                                        }
+    } else {
+        ch_fastp_reads_prepped = FASTP_PAIRED.out.reads
+                                    .mix( FASTP_SINGLE.out.reads )
+    }
+
+    ch_versions = ch_versions.mix(FASTP_SINGLE.out.versions.first())
+    ch_versions = ch_versions.mix(FASTP_PAIRED.out.versions.first())
+
+    ch_processed_reads = ch_fastp_reads_prepped.dump(tag: "ch_fastp_reads_prepped")
+
+    ch_multiqc_files = ch_multiqc_files.mix( FASTP_SINGLE.out.json.collect{it[1]} )
+    ch_multiqc_files = ch_multiqc_files.mix( FASTP_PAIRED.out.json.collect{it[1]} )
+
+    ch_multiqc_files.dump(tag: "preprocessing_fastp_mqc_final")
+
+    emit:
+    reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]
+    versions = ch_versions          // channel: [ versions.yml ]
+    mqc      = ch_multiqc_files
+}
+

From 0e6f7e2ca137fbb8306b733ab3abc3b6d8ad83f7 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 25 Mar 2022 15:24:10 +0100
Subject: [PATCH 047/372] Revert "Some more cleanup"

This reverts commit 7ddcb09a85ed8c50f5d661b398f0e0a5e113add8.
---
 .../local/shortread_adapterremoval.nf         | 64 -------------------
 1 file changed, 64 deletions(-)
 delete mode 100644 subworkflows/local/shortread_adapterremoval.nf

diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
deleted file mode 100644
index e15d2ef..0000000
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ /dev/null
@@ -1,64 +0,0 @@
-/*
-Process raw reads with AdapterRemoval
-*/
-
-include { FASTP as FASTP_SINGLE       } from '../../modules/nf-core/modules/fastp/main'
-include { FASTP as FASTP_PAIRED       } from '../../modules/nf-core/modules/fastp/main'
-
-workflow SHORTREAD_FASTP {
-    take:
-    reads // file: /path/to/samplesheet.csv
-
-    main:
-    ch_versions = Channel.empty()
-    ch_multiqc_files      = Channel.empty()
-
-    //
-    // STEP: Read clipping and merging
-    //
-    // TODO give option to retain singletons (probably fastp option likely)
-    // TODO move to subworkflow
-
-    ch_input_for_fastp = reads
-                            .dump(tag: "pre-fastp_branch")
-                            .branch{
-                                single: it[0]['single_end'] == true
-                                paired: it[0]['single_end'] == false
-                            }
-
-    ch_input_for_fastp.single.dump(tag: "input_fastp_single")
-    ch_input_for_fastp.paired.dump(tag: "input_fastp_paired")
-
-    FASTP_SINGLE ( ch_input_for_fastp.single, false, false )
-    FASTP_PAIRED ( ch_input_for_fastp.paired, false, params.shortread_clipmerge_mergepairs )
-
-    if ( params.shortread_clipmerge_mergepairs ) {
-        ch_fastp_reads_prepped = FASTP_PAIRED.out.reads_merged
-                                    .mix( FASTP_SINGLE.out.reads )
-                                    .map {
-                                        meta, reads ->
-                                        def meta_new = meta.clone()
-                                        meta_new['single_end'] = 1
-                                        [ meta_new, reads ]
-                                        }
-    } else {
-        ch_fastp_reads_prepped = FASTP_PAIRED.out.reads
-                                    .mix( FASTP_SINGLE.out.reads )
-    }
-
-    ch_versions = ch_versions.mix(FASTP_SINGLE.out.versions.first())
-    ch_versions = ch_versions.mix(FASTP_PAIRED.out.versions.first())
-
-    ch_processed_reads = ch_fastp_reads_prepped.dump(tag: "ch_fastp_reads_prepped")
-
-    ch_multiqc_files = ch_multiqc_files.mix( FASTP_SINGLE.out.json.collect{it[1]} )
-    ch_multiqc_files = ch_multiqc_files.mix( FASTP_PAIRED.out.json.collect{it[1]} )
-
-    ch_multiqc_files.dump(tag: "preprocessing_fastp_mqc_final")
-
-    emit:
-    reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]
-    versions = ch_versions          // channel: [ versions.yml ]
-    mqc      = ch_multiqc_files
-}
-

From b763bfa2c0a7dabe4ad8c4216cf852a3938a49b6 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 25 Mar 2022 15:26:57 +0100
Subject: [PATCH 048/372] More cleanup

---
 subworkflows/local/shortread_fastp.nf | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/subworkflows/local/shortread_fastp.nf b/subworkflows/local/shortread_fastp.nf
index f457cf3..57ce2a6 100644
--- a/subworkflows/local/shortread_fastp.nf
+++ b/subworkflows/local/shortread_fastp.nf
@@ -13,9 +13,6 @@ workflow SHORTREAD_FASTP {
     ch_versions = Channel.empty()
     ch_multiqc_files      = Channel.empty()
 
-    //
-    // STEP: Read clipping and merging
-    //
     ch_input_for_fastp = reads
                             .dump(tag: "pre-fastp_branch")
                             .branch{

From ede362dbf91df9f5118f0122f8bfc09d888cb141 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 25 Mar 2022 15:28:30 +0100
Subject: [PATCH 049/372] Remove duplicate config and sync longread fastqc

---
 conf/modules.config                          | 10 ----------
 subworkflows/local/longread_preprocessing.nf |  2 +-
 2 files changed, 1 insertion(+), 11 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 1052bed..7d50174 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -90,16 +90,6 @@ process {
         ]
     }
 
-    withName: FASTQC_POST {
-        ext.args = '--quiet'
-        ext.prefix = { "${meta.id}_${meta.run_accession}_processed" }
-        publishDir = [
-            path: { "${params.outdir}/fastqc/processed" },
-            mode: 'copy',
-            pattern: '*.html'
-        ]
-    }
-
     withName: CAT_FASTQ {
         publishDir = [
             path: { "${params.outdir}/prepared_sequences" },
diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index 58968e8..7c7c24b 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -24,7 +24,7 @@ workflow LONGREAD_PREPROCESSING {
                                         [ meta_new, reads ]
                                     }
 
-    FASTQC_POST ( PORECHOP.out.reads )
+    FASTQC_PROCESSED ( PORECHOP.out.reads )
     ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
     ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip.collect{it[1]} )
 

From 000f129dab1b139cec6e9194670addf8d9e6173a Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 25 Mar 2022 15:32:56 +0100
Subject: [PATCH 050/372] Apply suggestions from code review

---
 subworkflows/local/shortread_preprocessing.nf | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/subworkflows/local/shortread_preprocessing.nf b/subworkflows/local/shortread_preprocessing.nf
index c31289d..c82536f 100644
--- a/subworkflows/local/shortread_preprocessing.nf
+++ b/subworkflows/local/shortread_preprocessing.nf
@@ -29,12 +29,11 @@ workflow SHORTREAD_PREPROCESSING {
         ch_processed_reads = reads
     }
 
-    //FASTQC_PROCESSED ( ch_processed_reads )
-    //ch_versions = ch_versions.mix( FASTQC_PROCESSED.out.versions )
-    //ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip.collect{it[1]} )
+    FASTQC_PROCESSED ( ch_processed_reads )
+    ch_versions = ch_versions.mix( FASTQC_PROCESSED.out.versions )
+    ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip.collect{it[1]} )
 
     emit:
-            // TODO: problem, this is being exported as a multi-channel output? This is why FASTQC is broken
     reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]
     versions = ch_versions          // channel: [ versions.yml ]
     mqc      = ch_multiqc_files

From 16bdc79cc08750e8df36acc8c14aa90e8c522f76 Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Fri, 25 Mar 2022 16:30:26 +0100
Subject: [PATCH 051/372] Apply prettier

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

diff --git a/modules.json b/modules.json
index 2dbde56..ffaff90 100644
--- a/modules.json
+++ b/modules.json
@@ -29,7 +29,7 @@
             },
             "porechop": {
                 "git_sha": "e20e57f90b6787ac9a010a980cf6ea98bd990046"
-            }
+            },
             "centrifuge": {
                 "git_sha": "ea41a8a6f761b9993d857570e872abaae3fea555"
             }

From 59d3f18a753bf5b06ab495c98f96df77a84513d5 Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Fri, 25 Mar 2022 17:18:04 +0100
Subject: [PATCH 052/372] Update nextflow_schema.json

---
 nextflow_schema.json | 14 +++++---------
 1 file changed, 5 insertions(+), 9 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index b8d5a1d..b4b3e07 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -293,20 +293,16 @@
             "type": "boolean"
         },
         "run_centrifuge": {
-            "type": "string",
-            "default": "false"
+            "type": "boolean"
         },
         "centrifuge_save_unaligned": {
-            "type": "string",
-            "default": "false"
+            "type": "boolean"
         },
         "centrifuge_save_aligned": {
-            "type": "string",
-            "default": "false"
+            "type": "boolean"
         },
         "centrifuge_sam_format": {
-            "type": "string",
-            "default": "false"
+            "type": "boolean"
         }
     }
-}
\ No newline at end of file
+}

From 120382f51d184bed0375ab8c642f6bdab77a617f Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sat, 26 Mar 2022 06:45:16 +0100
Subject: [PATCH 053/372] Fix input channels to kraken2

---
 workflows/taxprofiler.nf | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 0a907bf..c1d7f34 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -37,11 +37,11 @@ ch_multiqc_custom_config = params.multiqc_config ? Channel.fromPath(params.multi
 //
 // SUBWORKFLOW: Consisting of a mix of local and nf-core/modules
 //
-include { INPUT_CHECK         } from '../subworkflows/local/input_check'
+include { INPUT_CHECK             } from '../subworkflows/local/input_check'
 
-include { DB_CHECK            } from '../subworkflows/local/db_check'
+include { DB_CHECK                } from '../subworkflows/local/db_check'
 include { SHORTREAD_PREPROCESSING } from '../subworkflows/local/shortread_preprocessing'
-include { LONGREAD_PREPROCESSING } from '../subworkflows/local/longread_preprocessing'
+include { LONGREAD_PREPROCESSING  } from '../subworkflows/local/longread_preprocessing'
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -171,7 +171,7 @@ workflow TAXPROFILER {
                                     [ temp_meta, it[1], db ]
                             }
                             .groupTuple(by: [0,2])
-                            .dump(tag: "input for malt")
+                            .dump(tag: "input_for_malt")
                             .multiMap {
                                 it ->
                                     reads: [ it[0], it[1].flatten() ]
@@ -180,10 +180,10 @@ workflow TAXPROFILER {
 
     // We can run Kraken2 one-by-one sample-wise
     ch_input_for_kraken2 =  ch_input_for_profiling.kraken2
-                            .dump(tag: "input for kraken")
+                            .dump(tag: "input_for_kraken")
                             .multiMap {
                                 it ->
-                                    reads: [ it[0] + it[2], it[1] ]
+                                    reads: [ it[0] + it[2], it[1].flatten() ]
                                     db: it[3]
                             }
 

From 622fafedc88489026d4c8cd5eb62319e736d1375 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Sat, 26 Mar 2022 20:22:35 +0000
Subject: [PATCH 054/372] Prempt centrifuge database untar crash

---
 subworkflows/local/db_check.nf | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/subworkflows/local/db_check.nf b/subworkflows/local/db_check.nf
index 890e373..96f815a 100644
--- a/subworkflows/local/db_check.nf
+++ b/subworkflows/local/db_check.nf
@@ -12,6 +12,9 @@ workflow DB_CHECK {
     main:
 
     // TODO: make database sheet check
+    // Checks:
+    // 1) no duplicates,
+    // 2) dbs with no special arguments does not have quotes, e.g. just `,,` and NOT `,"",`
     parsed_samplesheet = DATABASE_CHECK ( dbsheet )
         .csv
         .splitCsv ( header:true, sep:',' )
@@ -21,7 +24,7 @@ workflow DB_CHECK {
 
     ch_dbs_for_untar = parsed_samplesheet
         .branch {
-            untar: it[1].toString().endsWith(".tar.gz")
+            untar: it[1].toString().endsWith(".tar.gz") && it[0]['tool'] != 'centrifuge'
             skip: true
         }
 

From e6e8ed7cc9904973ce6236c98eb74f8246c3ec09 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Sat, 26 Mar 2022 20:54:50 +0000
Subject: [PATCH 055/372] Add some debugging notes

---
 conf/modules.config      |  4 +--
 workflows/taxprofiler.nf | 60 +++++++++++++++++++++-------------------
 2 files changed, 34 insertions(+), 30 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 7d50174..5823d3f 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -105,7 +105,7 @@ process {
             pattern: '*.{rma6,tab,text,sam,log}'
         ]
         ext.args = { "${meta.db_params}" }
-        ext.prefix = { "${meta.id}-${meta.db_name}" }
+        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
     }
 
     withName: KRAKEN2_KRAKEN2 {
@@ -115,7 +115,7 @@ process {
             pattern: '*.{fastq.gz,txt}'
         ]
         ext.args = { "${meta.db_params}" }
-        ext.prefix = { "${meta.id}-${meta.db_name}" }
+        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
     }
 
     withName: CUSTOM_DUMPSOFTWAREVERSIONS {
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index c1d7f34..ee921ea 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -74,9 +74,9 @@ workflow TAXPROFILER {
 
     ch_versions = Channel.empty()
 
-    //
-    // SUBWORKFLOW: Read in samplesheet, validate and stage input files
-    //
+    /*
+        SUBWORKFLOW: Read in samplesheet, validate and stage input files
+    */
     INPUT_CHECK (
         ch_input
     )
@@ -86,9 +86,9 @@ workflow TAXPROFILER {
         ch_databases
     )
 
-    //
-    // MODULE: Run FastQC
-    //
+    /*
+        MODULE: Run FastQC
+    */
     ch_input_for_fastqc = INPUT_CHECK.out.fastq.mix( INPUT_CHECK.out.nanopore ).dump(tag: "input_to_fastq")
     FASTQC (
         ch_input_for_fastqc
@@ -99,9 +99,9 @@ workflow TAXPROFILER {
         ch_versions.unique().collectFile(name: 'collated_versions.yml')
     )
 
-    //
-    // PERFORM PREPROCESSING
-    //
+    /*
+        SUBWORKFLOW: PERFORM PREPROCESSING
+    */
     if ( params.shortread_clipmerge ) {
         ch_shortreads_preprocessed = SHORTREAD_PREPROCESSING ( INPUT_CHECK.out.fastq ).reads
     } else {
@@ -116,16 +116,19 @@ workflow TAXPROFILER {
         ch_longreads_preprocessed = INPUT_CHECK.out.nanopore
     }
 
-    //
-    // PERFORM SHORT READ RUN MERGING
+    /*
+        MODULE: PERFORM SHORT READ RUN MERGING
+    */
+
     // TODO: Check not necessary for long reads too?
-    //
+    // TODO: source of clash - combined should only occur when
+    // files ARE to be combined. SE/unmerged (see not below)
     ch_processed_for_combine = ch_shortreads_preprocessed
         .dump(tag: "prep_for_combine_grouping")
         .map {
             meta, reads ->
             def meta_new = meta.clone()
-            meta_new['run_accession'] = 'combined'
+            //meta_new['run_accession'] = 'combined'
             [ meta_new, reads ]
         }
         .groupTuple ( by: 0 )
@@ -134,17 +137,18 @@ workflow TAXPROFILER {
             skip: it[1].size() < 2
         }
 
+    // NOTE: this does not allow CATing of SE & PE runs of same sample
+    // when --shortread_clipmerge_mergepairs is false
     CAT_FASTQ ( ch_processed_for_combine.combine )
 
-    // TODO May need to flatten reads?
     ch_reads_for_profiling = ch_processed_for_combine.skip
                                 .dump(tag: "skip_combine")
                                 .mix( CAT_FASTQ.out.reads )
                                 .dump(tag: "files_for_profiling")
 
-    //
-    // COMBINE READS WITH POSSIBLE DATABASES
-    //
+    /*
+        COMBINE READS WITH POSSIBLE DATABASES
+    */
 
     // e.g. output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
     ch_input_for_profiling = ch_reads_for_profiling
@@ -157,9 +161,9 @@ workflow TAXPROFILER {
                 unknown: true
             }
 
-    //
-    // PREPARE PROFILER INPUT CHANNELS
-    //
+    /*
+        PREPARE PROFILER INPUT CHANNELS
+    */
 
     // We groupTuple to have all samples in one channel for MALT as database
     // loading takes a long time, so we only want to run it once per database
@@ -171,7 +175,7 @@ workflow TAXPROFILER {
                                     [ temp_meta, it[1], db ]
                             }
                             .groupTuple(by: [0,2])
-                            .dump(tag: "input_for_malt")
+                            .dump(tag: "input_to_malt")
                             .multiMap {
                                 it ->
                                     reads: [ it[0], it[1].flatten() ]
@@ -180,16 +184,16 @@ workflow TAXPROFILER {
 
     // We can run Kraken2 one-by-one sample-wise
     ch_input_for_kraken2 =  ch_input_for_profiling.kraken2
-                            .dump(tag: "input_for_kraken")
+                            .dump(tag: "input_to_kraken")
                             .multiMap {
                                 it ->
                                     reads: [ it[0] + it[2], it[1].flatten() ]
                                     db: it[3]
                             }
 
-    //
-    // RUN PROFILING
-    //
+    /*
+        MODULE: RUN PROFILING
+    */
     if ( params.run_malt ) {
         MALT_RUN ( ch_input_for_malt.reads, params.malt_mode, ch_input_for_malt.db )
     }
@@ -198,9 +202,9 @@ workflow TAXPROFILER {
         KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db  )
     }
 
-    //
-    // MODULE: MultiQC
-    //
+    /*
+        MODULE: MultiQC
+    */
     workflow_summary    = WorkflowTaxprofiler.paramsSummaryMultiqc(workflow, summary_params)
     ch_workflow_summary = Channel.value(workflow_summary)
 

From 8dc9e583add80f51111dc6c796a2ea1413e8731b Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 27 Mar 2022 09:30:23 +0200
Subject: [PATCH 056/372] Debugging run merging

---
 conf/modules.config                           |  6 ++---
 .../nf-core/modules/kraken2/kraken2/main.nf   |  3 ++-
 subworkflows/local/shortread_fastp.nf         | 10 ++++---
 subworkflows/local/shortread_preprocessing.nf |  7 -----
 workflows/taxprofiler.nf                      | 27 ++++++++++++++-----
 5 files changed, 32 insertions(+), 21 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 5823d3f..41f471f 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -65,7 +65,7 @@ process {
     withName: FASTP {
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         ext.args   = [
-            // collapsing options
+            // collapsing options - option to retain singletons
             params.shortread_clipmerge_excludeunmerged ? '' : "--include_unmerged",
             // trimming options
             params.shortread_clipmerge_skiptrim ? "--disable_adapter_trimming" : "",
@@ -105,7 +105,7 @@ process {
             pattern: '*.{rma6,tab,text,sam,log}'
         ]
         ext.args = { "${meta.db_params}" }
-        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        ext.prefix = { "${meta.id}-${meta.db_name}" }
     }
 
     withName: KRAKEN2_KRAKEN2 {
@@ -115,7 +115,7 @@ process {
             pattern: '*.{fastq.gz,txt}'
         ]
         ext.args = { "${meta.db_params}" }
-        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        ext.prefix = { "${meta.id}-${meta.db_name}" }
     }
 
     withName: CUSTOM_DUMPSOFTWAREVERSIONS {
diff --git a/modules/nf-core/modules/kraken2/kraken2/main.nf b/modules/nf-core/modules/kraken2/kraken2/main.nf
index 3ec5df5..52351f5 100644
--- a/modules/nf-core/modules/kraken2/kraken2/main.nf
+++ b/modules/nf-core/modules/kraken2/kraken2/main.nf
@@ -32,11 +32,12 @@ process KRAKEN2_KRAKEN2 {
         --threads $task.cpus \\
         --unclassified-out $unclassified \\
         --classified-out $classified \\
+        $args \\
         --report ${prefix}.kraken2.report.txt \\
         --gzip-compressed \\
         $paired \\
-        $args \\
         $reads
+        
 
     pigz -p $task.cpus *.fastq
 
diff --git a/subworkflows/local/shortread_fastp.nf b/subworkflows/local/shortread_fastp.nf
index 57ce2a6..d4d706e 100644
--- a/subworkflows/local/shortread_fastp.nf
+++ b/subworkflows/local/shortread_fastp.nf
@@ -7,7 +7,7 @@ include { FASTP as FASTP_PAIRED       } from '../../modules/nf-core/modules/fast
 
 workflow SHORTREAD_FASTP {
     take:
-    reads // file: /path/to/samplesheet.csv
+    reads // [[meta], [reads]]
 
     main:
     ch_versions = Channel.empty()
@@ -24,16 +24,18 @@ workflow SHORTREAD_FASTP {
     ch_input_for_fastp.paired.dump(tag: "input_fastp_paired")
 
     FASTP_SINGLE ( ch_input_for_fastp.single, false, false )
+    // Last parameter here turns on merging of PE data
     FASTP_PAIRED ( ch_input_for_fastp.paired, false, params.shortread_clipmerge_mergepairs )
 
     if ( params.shortread_clipmerge_mergepairs ) {
+        // TODO update to replace meta suffix
         ch_fastp_reads_prepped = FASTP_PAIRED.out.reads_merged
                                     .mix( FASTP_SINGLE.out.reads )
                                     .map {
                                         meta, reads ->
-                                        def meta_new = meta.clone()
-                                        meta_new['single_end'] = 1
-                                        [ meta_new, reads ]
+                                            def meta_new = meta.clone()
+                                            meta_new['single_end'] = 1
+                                            [ meta_new, reads ]
                                         }
     } else {
         ch_fastp_reads_prepped = FASTP_PAIRED.out.reads
diff --git a/subworkflows/local/shortread_preprocessing.nf b/subworkflows/local/shortread_preprocessing.nf
index c82536f..7fba0c0 100644
--- a/subworkflows/local/shortread_preprocessing.nf
+++ b/subworkflows/local/shortread_preprocessing.nf
@@ -14,13 +14,6 @@ workflow SHORTREAD_PREPROCESSING {
     ch_versions       = Channel.empty()
     ch_multiqc_files  = Channel.empty()
 
-    //
-    // STEP: Read clipping and merging
-    //
-    // TODO give option to clip only and retain pairs
-    // TODO give option to retain singletons (probably fastp option likely)
-    // TODO move to subworkflow
-
     if ( params.shortread_clipmerge_tool == "fastp" ) {
         ch_processed_reads = SHORTREAD_FASTP ( reads ).reads
         ch_versions        =  ch_versions.mix( SHORTREAD_FASTP.out.versions )
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index ee921ea..87f7a30 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -120,25 +120,40 @@ workflow TAXPROFILER {
         MODULE: PERFORM SHORT READ RUN MERGING
     */
 
-    // TODO: Check not necessary for long reads too?
-    // TODO: source of clash - combined should only occur when
-    // files ARE to be combined. SE/unmerged (see not below)
+    // Remove run accession to allow grouping by sample. Will only merge
+    // if pairment type is the same.
+
+    // TODO Current Branch system currently problematic - when single file not in a list, splits at
+    // `/` so makes list >= 2, so tries to merge, but then breaks kraken downstream
+    // e.g. `home jfellows Documents git nf-core taxprofiler testing work 68 9a2c8362add37832a776058d280bb7 2612_se.merged.fastq.gz`
+    // So theoretically need to force this into a list, (but results the can't access meta.id error as incorrect  input format)
+    // But second issue >= 2 is MAYBE sufficient because what if merging two paired-end files? Need to chcek if the input channel formatted correctly for this? Need to check...
     ch_processed_for_combine = ch_shortreads_preprocessed
         .dump(tag: "prep_for_combine_grouping")
         .map {
             meta, reads ->
             def meta_new = meta.clone()
-            //meta_new['run_accession'] = 'combined'
+
+            // remove run accession to allow group by sample
+            meta_new.remove('run_accession')
+
+            // update id to prevent file name clashes when unable to group
+            // unmerged PE and SE runs of same sample
+            def type = meta_new['single_end'] ? "_se" : "_pe"
+            meta_new['id'] = meta['id'] + type
+
             [ meta_new, reads ]
         }
         .groupTuple ( by: 0 )
+        .dump(tag: "files_for_cat_fastq_branch")
         .branch{
-            combine: it[1].size() >= 2
-            skip: it[1].size() < 2
+            combine: it[1] && it[1].size() > 1
+            skip: true
         }
 
     // NOTE: this does not allow CATing of SE & PE runs of same sample
     // when --shortread_clipmerge_mergepairs is false
+    ch_processed_for_combine.combine.dump(tag: "input_into_cat_fastq")
     CAT_FASTQ ( ch_processed_for_combine.combine )
 
     ch_reads_for_profiling = ch_processed_for_combine.skip

From ee53283696261fa2687fa55402e3cfa3da164509 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 28 Mar 2022 09:13:05 +0200
Subject: [PATCH 057/372] Debugging comment

---
 workflows/taxprofiler.nf | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 87f7a30..8a05720 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -118,7 +118,6 @@ workflow TAXPROFILER {
 
     /*
         MODULE: PERFORM SHORT READ RUN MERGING
-    */
 
     // Remove run accession to allow grouping by sample. Will only merge
     // if pairment type is the same.
@@ -128,6 +127,7 @@ workflow TAXPROFILER {
     // e.g. `home jfellows Documents git nf-core taxprofiler testing work 68 9a2c8362add37832a776058d280bb7 2612_se.merged.fastq.gz`
     // So theoretically need to force this into a list, (but results the can't access meta.id error as incorrect  input format)
     // But second issue >= 2 is MAYBE sufficient because what if merging two paired-end files? Need to chcek if the input channel formatted correctly for this? Need to check...
+
     ch_processed_for_combine = ch_shortreads_preprocessed
         .dump(tag: "prep_for_combine_grouping")
         .map {
@@ -160,6 +160,9 @@ workflow TAXPROFILER {
                                 .dump(tag: "skip_combine")
                                 .mix( CAT_FASTQ.out.reads )
                                 .dump(tag: "files_for_profiling")
+    */
+
+    ch_reads_for_profiling = ch_shortreads_preprocessed
 
     /*
         COMBINE READS WITH POSSIBLE DATABASES
@@ -198,6 +201,7 @@ workflow TAXPROFILER {
                             }
 
     // We can run Kraken2 one-by-one sample-wise
+    // TODO Only flatten when paired-end! Causing issue commented out above!
     ch_input_for_kraken2 =  ch_input_for_profiling.kraken2
                             .dump(tag: "input_to_kraken")
                             .multiMap {

From 0e0e8128e868df6ea8a4f4c22d7841f518d84c9f Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Mon, 28 Mar 2022 13:43:32 +0200
Subject: [PATCH 058/372] Prettier format

---
 nextflow_schema.json | 579 +++++++++++++++++++++----------------------
 1 file changed, 288 insertions(+), 291 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index b4b3e07..b61a50e 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -1,308 +1,305 @@
 {
-    "$schema": "http://json-schema.org/draft-07/schema",
-    "$id": "https://raw.githubusercontent.com/nf-core/taxprofiler/master/nextflow_schema.json",
-    "title": "nf-core/taxprofiler pipeline parameters",
-    "description": "Taxonomic profiling of shotgun metagenomic data",
-    "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": [
-                "input",
-                "outdir"
-            ],
-            "properties": {
-                "input": {
-                    "type": "string",
-                    "format": "file-path",
-                    "mimetype": "text/csv",
-                    "pattern": "^\\S+\\.csv$",
-                    "schema": "assets/schema_input.json",
-                    "description": "Path to comma-separated file containing information about the samples in the experiment.",
-                    "help_text": "You will need to create a design file with information about the samples in your experiment before running the pipeline. Use this parameter to specify its location. It has to be a comma-separated file with 3 columns, and a header row. See [usage docs](https://nf-co.re/taxprofiler/usage#samplesheet-input).",
-                    "fa_icon": "fas fa-file-csv"
-                },
-                "outdir": {
-                    "type": "string",
-                    "format": "directory-path",
-                    "description": "The output directory where the results will be saved. You have to use absolute paths to storage on Cloud infrastructure.",
-                    "fa_icon": "fas fa-folder-open"
-                },
-                "email": {
-                    "type": "string",
-                    "description": "Email address for completion summary.",
-                    "fa_icon": "fas fa-envelope",
-                    "help_text": "Set this parameter to your e-mail address to get a summary e-mail with details of the run sent to you when the workflow exits. If set in your user config file (`~/.nextflow/config`) then you don't need to specify this on the command line for every run.",
-                    "pattern": "^([a-zA-Z0-9_\\-\\.]+)@([a-zA-Z0-9_\\-\\.]+)\\.([a-zA-Z]{2,5})$"
-                },
-                "multiqc_title": {
-                    "type": "string",
-                    "description": "MultiQC report title. Printed as page header, used for filename if not otherwise specified.",
-                    "fa_icon": "fas fa-file-signature"
-                }
-            }
+  "$schema": "http://json-schema.org/draft-07/schema",
+  "$id": "https://raw.githubusercontent.com/nf-core/taxprofiler/master/nextflow_schema.json",
+  "title": "nf-core/taxprofiler pipeline parameters",
+  "description": "Taxonomic profiling of shotgun metagenomic data",
+  "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": ["input", "outdir"],
+      "properties": {
+        "input": {
+          "type": "string",
+          "format": "file-path",
+          "mimetype": "text/csv",
+          "pattern": "^\\S+\\.csv$",
+          "schema": "assets/schema_input.json",
+          "description": "Path to comma-separated file containing information about the samples in the experiment.",
+          "help_text": "You will need to create a design file with information about the samples in your experiment before running the pipeline. Use this parameter to specify its location. It has to be a comma-separated file with 3 columns, and a header row. See [usage docs](https://nf-co.re/taxprofiler/usage#samplesheet-input).",
+          "fa_icon": "fas fa-file-csv"
         },
-        "reference_genome_options": {
-            "title": "Reference genome options",
-            "type": "object",
-            "fa_icon": "fas fa-dna",
-            "description": "Reference genome related files and options required for the workflow.",
-            "properties": {
-                "genome": {
-                    "type": "string",
-                    "description": "Name of iGenomes reference.",
-                    "fa_icon": "fas fa-book",
-                    "help_text": "If using a reference genome configured in the pipeline using iGenomes, use this parameter to give the ID for the reference. This is then used to build the full paths for all required reference genome files e.g. `--genome GRCh38`. \n\nSee the [nf-core website docs](https://nf-co.re/usage/reference_genomes) for more details."
-                },
-                "igenomes_base": {
-                    "type": "string",
-                    "format": "directory-path",
-                    "description": "Directory / URL base for iGenomes references.",
-                    "default": "s3://ngi-igenomes/igenomes",
-                    "fa_icon": "fas fa-cloud-download-alt",
-                    "hidden": true
-                },
-                "igenomes_ignore": {
-                    "type": "boolean",
-                    "description": "Do not load the iGenomes reference config.",
-                    "fa_icon": "fas fa-ban",
-                    "hidden": true,
-                    "help_text": "Do not load `igenomes.config` when running the pipeline. You may choose this option if you observe clashes between custom parameters and those supplied in `igenomes.config`."
-                }
-            }
+        "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"
         },
-        "institutional_config_options": {
-            "title": "Institutional config options",
-            "type": "object",
-            "fa_icon": "fas fa-university",
-            "description": "Parameters used to describe centralised config profiles. These should not be edited.",
-            "help_text": "The centralised nf-core configuration profiles use a handful of pipeline parameters to describe themselves. This information is then printed to the Nextflow log when you run a pipeline. You should not need to change these values when you run a pipeline.",
-            "properties": {
-                "custom_config_version": {
-                    "type": "string",
-                    "description": "Git commit id for Institutional configs.",
-                    "default": "master",
-                    "hidden": true,
-                    "fa_icon": "fas fa-users-cog"
-                },
-                "custom_config_base": {
-                    "type": "string",
-                    "description": "Base directory for Institutional configs.",
-                    "default": "https://raw.githubusercontent.com/nf-core/configs/master",
-                    "hidden": true,
-                    "help_text": "If you're running offline, Nextflow will not be able to fetch the institutional config files from the internet. If you don't need them, then this is not a problem. If you do need them, you should download the files from the repo and tell Nextflow where to find them with this parameter.",
-                    "fa_icon": "fas fa-users-cog"
-                },
-                "config_profile_name": {
-                    "type": "string",
-                    "description": "Institutional config name.",
-                    "hidden": true,
-                    "fa_icon": "fas fa-users-cog"
-                },
-                "config_profile_description": {
-                    "type": "string",
-                    "description": "Institutional config description.",
-                    "hidden": true,
-                    "fa_icon": "fas fa-users-cog"
-                },
-                "config_profile_contact": {
-                    "type": "string",
-                    "description": "Institutional config contact information.",
-                    "hidden": true,
-                    "fa_icon": "fas fa-users-cog"
-                },
-                "config_profile_url": {
-                    "type": "string",
-                    "description": "Institutional config URL link.",
-                    "hidden": true,
-                    "fa_icon": "fas fa-users-cog"
-                }
-            }
+        "email": {
+          "type": "string",
+          "description": "Email address for completion summary.",
+          "fa_icon": "fas fa-envelope",
+          "help_text": "Set this parameter to your e-mail address to get a summary e-mail with details of the run sent to you when the workflow exits. If set in your user config file (`~/.nextflow/config`) then you don't need to specify this on the command line for every run.",
+          "pattern": "^([a-zA-Z0-9_\\-\\.]+)@([a-zA-Z0-9_\\-\\.]+)\\.([a-zA-Z]{2,5})$"
         },
-        "max_job_request_options": {
-            "title": "Max job request options",
-            "type": "object",
-            "fa_icon": "fab fa-acquisitions-incorporated",
-            "description": "Set the top limit for requested resources for any single job.",
-            "help_text": "If you are running on a smaller system, a pipeline step requesting more resources than are available may cause the Nextflow to stop the run with an error. These options allow you to cap the maximum resources requested by any single job so that the pipeline will run on your system.\n\nNote that you can not _increase_ the resources requested by any job using these options. For that you will need your own configuration file. See [the nf-core website](https://nf-co.re/usage/configuration) for details.",
-            "properties": {
-                "max_cpus": {
-                    "type": "integer",
-                    "description": "Maximum number of CPUs that can be requested for any single job.",
-                    "default": 16,
-                    "fa_icon": "fas fa-microchip",
-                    "hidden": true,
-                    "help_text": "Use to set an upper-limit for the CPU requirement for each process. Should be an integer e.g. `--max_cpus 1`"
-                },
-                "max_memory": {
-                    "type": "string",
-                    "description": "Maximum amount of memory that can be requested for any single job.",
-                    "default": "128.GB",
-                    "fa_icon": "fas fa-memory",
-                    "pattern": "^\\d+(\\.\\d+)?\\.?\\s*(K|M|G|T)?B$",
-                    "hidden": true,
-                    "help_text": "Use to set an upper-limit for the memory requirement for each process. Should be a string in the format integer-unit e.g. `--max_memory '8.GB'`"
-                },
-                "max_time": {
-                    "type": "string",
-                    "description": "Maximum amount of time that can be requested for any single job.",
-                    "default": "240.h",
-                    "fa_icon": "far fa-clock",
-                    "pattern": "^(\\d+\\.?\\s*(s|m|h|day)\\s*)+$",
-                    "hidden": true,
-                    "help_text": "Use to set an upper-limit for the time requirement for each process. Should be a string in the format integer-unit e.g. `--max_time '2.h'`"
-                }
-            }
-        },
-        "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
-                },
-                "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
-                },
-                "email_on_fail": {
-                    "type": "string",
-                    "description": "Email address for completion summary, only when pipeline fails.",
-                    "fa_icon": "fas fa-exclamation-triangle",
-                    "pattern": "^([a-zA-Z0-9_\\-\\.]+)@([a-zA-Z0-9_\\-\\.]+)\\.([a-zA-Z]{2,5})$",
-                    "help_text": "An email address to send a summary email to when the pipeline is completed - ONLY sent if the pipeline does not exit successfully.",
-                    "hidden": true
-                },
-                "plaintext_email": {
-                    "type": "boolean",
-                    "description": "Send plain-text email instead of HTML.",
-                    "fa_icon": "fas fa-remove-format",
-                    "hidden": true
-                },
-                "max_multiqc_email_size": {
-                    "type": "string",
-                    "description": "File size limit when attaching MultiQC reports to summary emails.",
-                    "pattern": "^\\d+(\\.\\d+)?\\.?\\s*(K|M|G|T)?B$",
-                    "default": "25.MB",
-                    "fa_icon": "fas fa-file-upload",
-                    "hidden": true
-                },
-                "monochrome_logs": {
-                    "type": "boolean",
-                    "description": "Do not use coloured log outputs.",
-                    "fa_icon": "fas fa-palette",
-                    "hidden": true
-                },
-                "multiqc_config": {
-                    "type": "string",
-                    "description": "Custom config file to supply to MultiQC.",
-                    "fa_icon": "fas fa-cog",
-                    "hidden": true
-                },
-                "tracedir": {
-                    "type": "string",
-                    "description": "Directory to keep pipeline Nextflow logs and reports.",
-                    "default": "${params.outdir}/pipeline_info",
-                    "fa_icon": "fas fa-cogs",
-                    "hidden": true
-                },
-                "validate_params": {
-                    "type": "boolean",
-                    "description": "Boolean whether to validate parameters against the schema at runtime",
-                    "default": true,
-                    "fa_icon": "fas fa-check-square",
-                    "hidden": true
-                },
-                "show_hidden_params": {
-                    "type": "boolean",
-                    "fa_icon": "far fa-eye-slash",
-                    "description": "Show all params when using `--help`",
-                    "hidden": true,
-                    "help_text": "By default, parameters set as _hidden_ in the schema are not shown on the command line when a user runs with `--help`. Specifying this option will tell the pipeline to show all parameters."
-                },
-                "enable_conda": {
-                    "type": "boolean",
-                    "description": "Run this workflow with Conda. You can also use '-profile conda' instead of providing this parameter.",
-                    "hidden": true,
-                    "fa_icon": "fas fa-bacon"
-                }
-            }
+        "multiqc_title": {
+          "type": "string",
+          "description": "MultiQC report title. Printed as page header, used for filename if not otherwise specified.",
+          "fa_icon": "fas fa-file-signature"
         }
+      }
     },
-    "allOf": [
-        {
-            "$ref": "#/definitions/input_output_options"
+    "reference_genome_options": {
+      "title": "Reference genome options",
+      "type": "object",
+      "fa_icon": "fas fa-dna",
+      "description": "Reference genome related files and options required for the workflow.",
+      "properties": {
+        "genome": {
+          "type": "string",
+          "description": "Name of iGenomes reference.",
+          "fa_icon": "fas fa-book",
+          "help_text": "If using a reference genome configured in the pipeline using iGenomes, use this parameter to give the ID for the reference. This is then used to build the full paths for all required reference genome files e.g. `--genome GRCh38`. \n\nSee the [nf-core website docs](https://nf-co.re/usage/reference_genomes) for more details."
         },
-        {
-            "$ref": "#/definitions/reference_genome_options"
+        "igenomes_base": {
+          "type": "string",
+          "format": "directory-path",
+          "description": "Directory / URL base for iGenomes references.",
+          "default": "s3://ngi-igenomes/igenomes",
+          "fa_icon": "fas fa-cloud-download-alt",
+          "hidden": true
         },
-        {
-            "$ref": "#/definitions/institutional_config_options"
-        },
-        {
-            "$ref": "#/definitions/max_job_request_options"
-        },
-        {
-            "$ref": "#/definitions/generic_options"
+        "igenomes_ignore": {
+          "type": "boolean",
+          "description": "Do not load the iGenomes reference config.",
+          "fa_icon": "fas fa-ban",
+          "hidden": true,
+          "help_text": "Do not load `igenomes.config` when running the pipeline. You may choose this option if you observe clashes between custom parameters and those supplied in `igenomes.config`."
         }
-    ],
-    "properties": {
-        "databases": {
-            "type": "string",
-            "default": "None"
+      }
+    },
+    "institutional_config_options": {
+      "title": "Institutional config options",
+      "type": "object",
+      "fa_icon": "fas fa-university",
+      "description": "Parameters used to describe centralised config profiles. These should not be edited.",
+      "help_text": "The centralised nf-core configuration profiles use a handful of pipeline parameters to describe themselves. This information is then printed to the Nextflow log when you run a pipeline. You should not need to change these values when you run a pipeline.",
+      "properties": {
+        "custom_config_version": {
+          "type": "string",
+          "description": "Git commit id for Institutional configs.",
+          "default": "master",
+          "hidden": true,
+          "fa_icon": "fas fa-users-cog"
         },
-        "shortread_clipmerge": {
-            "type": "boolean"
+        "custom_config_base": {
+          "type": "string",
+          "description": "Base directory for Institutional configs.",
+          "default": "https://raw.githubusercontent.com/nf-core/configs/master",
+          "hidden": true,
+          "help_text": "If you're running offline, Nextflow will not be able to fetch the institutional config files from the internet. If you don't need them, then this is not a problem. If you do need them, you should download the files from the repo and tell Nextflow where to find them with this parameter.",
+          "fa_icon": "fas fa-users-cog"
         },
-        "shortread_excludeunmerged": {
-            "type": "boolean",
-            "default": true
+        "config_profile_name": {
+          "type": "string",
+          "description": "Institutional config name.",
+          "hidden": true,
+          "fa_icon": "fas fa-users-cog"
         },
-        "longread_clip": {
-            "type": "boolean"
+        "config_profile_description": {
+          "type": "string",
+          "description": "Institutional config description.",
+          "hidden": true,
+          "fa_icon": "fas fa-users-cog"
         },
-        "run_malt": {
-            "type": "boolean"
+        "config_profile_contact": {
+          "type": "string",
+          "description": "Institutional config contact information.",
+          "hidden": true,
+          "fa_icon": "fas fa-users-cog"
         },
-        "malt_mode": {
-            "type": "string",
-            "default": "BlastN"
-        },
-        "run_kraken2": {
-            "type": "boolean"
-        },
-        "run_centrifuge": {
-            "type": "boolean"
-        },
-        "centrifuge_save_unaligned": {
-            "type": "boolean"
-        },
-        "centrifuge_save_aligned": {
-            "type": "boolean"
-        },
-        "centrifuge_sam_format": {
-            "type": "boolean"
+        "config_profile_url": {
+          "type": "string",
+          "description": "Institutional config URL link.",
+          "hidden": true,
+          "fa_icon": "fas fa-users-cog"
         }
+      }
+    },
+    "max_job_request_options": {
+      "title": "Max job request options",
+      "type": "object",
+      "fa_icon": "fab fa-acquisitions-incorporated",
+      "description": "Set the top limit for requested resources for any single job.",
+      "help_text": "If you are running on a smaller system, a pipeline step requesting more resources than are available may cause the Nextflow to stop the run with an error. These options allow you to cap the maximum resources requested by any single job so that the pipeline will run on your system.\n\nNote that you can not _increase_ the resources requested by any job using these options. For that you will need your own configuration file. See [the nf-core website](https://nf-co.re/usage/configuration) for details.",
+      "properties": {
+        "max_cpus": {
+          "type": "integer",
+          "description": "Maximum number of CPUs that can be requested for any single job.",
+          "default": 16,
+          "fa_icon": "fas fa-microchip",
+          "hidden": true,
+          "help_text": "Use to set an upper-limit for the CPU requirement for each process. Should be an integer e.g. `--max_cpus 1`"
+        },
+        "max_memory": {
+          "type": "string",
+          "description": "Maximum amount of memory that can be requested for any single job.",
+          "default": "128.GB",
+          "fa_icon": "fas fa-memory",
+          "pattern": "^\\d+(\\.\\d+)?\\.?\\s*(K|M|G|T)?B$",
+          "hidden": true,
+          "help_text": "Use to set an upper-limit for the memory requirement for each process. Should be a string in the format integer-unit e.g. `--max_memory '8.GB'`"
+        },
+        "max_time": {
+          "type": "string",
+          "description": "Maximum amount of time that can be requested for any single job.",
+          "default": "240.h",
+          "fa_icon": "far fa-clock",
+          "pattern": "^(\\d+\\.?\\s*(s|m|h|day)\\s*)+$",
+          "hidden": true,
+          "help_text": "Use to set an upper-limit for the time requirement for each process. Should be a string in the format integer-unit e.g. `--max_time '2.h'`"
+        }
+      }
+    },
+    "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
+        },
+        "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
+        },
+        "email_on_fail": {
+          "type": "string",
+          "description": "Email address for completion summary, only when pipeline fails.",
+          "fa_icon": "fas fa-exclamation-triangle",
+          "pattern": "^([a-zA-Z0-9_\\-\\.]+)@([a-zA-Z0-9_\\-\\.]+)\\.([a-zA-Z]{2,5})$",
+          "help_text": "An email address to send a summary email to when the pipeline is completed - ONLY sent if the pipeline does not exit successfully.",
+          "hidden": true
+        },
+        "plaintext_email": {
+          "type": "boolean",
+          "description": "Send plain-text email instead of HTML.",
+          "fa_icon": "fas fa-remove-format",
+          "hidden": true
+        },
+        "max_multiqc_email_size": {
+          "type": "string",
+          "description": "File size limit when attaching MultiQC reports to summary emails.",
+          "pattern": "^\\d+(\\.\\d+)?\\.?\\s*(K|M|G|T)?B$",
+          "default": "25.MB",
+          "fa_icon": "fas fa-file-upload",
+          "hidden": true
+        },
+        "monochrome_logs": {
+          "type": "boolean",
+          "description": "Do not use coloured log outputs.",
+          "fa_icon": "fas fa-palette",
+          "hidden": true
+        },
+        "multiqc_config": {
+          "type": "string",
+          "description": "Custom config file to supply to MultiQC.",
+          "fa_icon": "fas fa-cog",
+          "hidden": true
+        },
+        "tracedir": {
+          "type": "string",
+          "description": "Directory to keep pipeline Nextflow logs and reports.",
+          "default": "${params.outdir}/pipeline_info",
+          "fa_icon": "fas fa-cogs",
+          "hidden": true
+        },
+        "validate_params": {
+          "type": "boolean",
+          "description": "Boolean whether to validate parameters against the schema at runtime",
+          "default": true,
+          "fa_icon": "fas fa-check-square",
+          "hidden": true
+        },
+        "show_hidden_params": {
+          "type": "boolean",
+          "fa_icon": "far fa-eye-slash",
+          "description": "Show all params when using `--help`",
+          "hidden": true,
+          "help_text": "By default, parameters set as _hidden_ in the schema are not shown on the command line when a user runs with `--help`. Specifying this option will tell the pipeline to show all parameters."
+        },
+        "enable_conda": {
+          "type": "boolean",
+          "description": "Run this workflow with Conda. You can also use '-profile conda' instead of providing this parameter.",
+          "hidden": true,
+          "fa_icon": "fas fa-bacon"
+        }
+      }
     }
+  },
+  "allOf": [
+    {
+      "$ref": "#/definitions/input_output_options"
+    },
+    {
+      "$ref": "#/definitions/reference_genome_options"
+    },
+    {
+      "$ref": "#/definitions/institutional_config_options"
+    },
+    {
+      "$ref": "#/definitions/max_job_request_options"
+    },
+    {
+      "$ref": "#/definitions/generic_options"
+    }
+  ],
+  "properties": {
+    "databases": {
+      "type": "string",
+      "default": "None"
+    },
+    "shortread_clipmerge": {
+      "type": "boolean"
+    },
+    "shortread_excludeunmerged": {
+      "type": "boolean",
+      "default": true
+    },
+    "longread_clip": {
+      "type": "boolean"
+    },
+    "run_malt": {
+      "type": "boolean"
+    },
+    "malt_mode": {
+      "type": "string",
+      "default": "BlastN"
+    },
+    "run_kraken2": {
+      "type": "boolean"
+    },
+    "run_centrifuge": {
+      "type": "boolean"
+    },
+    "centrifuge_save_unaligned": {
+      "type": "boolean"
+    },
+    "centrifuge_save_aligned": {
+      "type": "boolean"
+    },
+    "centrifuge_sam_format": {
+      "type": "boolean"
+    }
+  }
 }

From 231253227c7e59c1c108cf4cf4953cb89c4f6f5f Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 28 Mar 2022 16:38:10 +0200
Subject: [PATCH 059/372] Remove run merging for now due to complexity

---
 conf/modules.config                   |  4 +-
 subworkflows/local/shortread_fastp.nf | 17 +++++----
 workflows/taxprofiler.nf              | 55 ++-------------------------
 3 files changed, 14 insertions(+), 62 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 41f471f..a9bc3a1 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -105,7 +105,7 @@ process {
             pattern: '*.{rma6,tab,text,sam,log}'
         ]
         ext.args = { "${meta.db_params}" }
-        ext.prefix = { "${meta.id}-${meta.db_name}" }
+        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
     }
 
     withName: KRAKEN2_KRAKEN2 {
@@ -115,7 +115,7 @@ process {
             pattern: '*.{fastq.gz,txt}'
         ]
         ext.args = { "${meta.db_params}" }
-        ext.prefix = { "${meta.id}-${meta.db_name}" }
+        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
     }
 
     withName: CUSTOM_DUMPSOFTWAREVERSIONS {
diff --git a/subworkflows/local/shortread_fastp.nf b/subworkflows/local/shortread_fastp.nf
index d4d706e..c2e435c 100644
--- a/subworkflows/local/shortread_fastp.nf
+++ b/subworkflows/local/shortread_fastp.nf
@@ -28,15 +28,16 @@ workflow SHORTREAD_FASTP {
     FASTP_PAIRED ( ch_input_for_fastp.paired, false, params.shortread_clipmerge_mergepairs )
 
     if ( params.shortread_clipmerge_mergepairs ) {
-        // TODO update to replace meta suffix
-        ch_fastp_reads_prepped = FASTP_PAIRED.out.reads_merged
-                                    .mix( FASTP_SINGLE.out.reads )
-                                    .map {
-                                        meta, reads ->
-                                            def meta_new = meta.clone()
-                                            meta_new['single_end'] = 1
-                                            [ meta_new, reads ]
+        ch_fastp_reads_prepped_pe = FASTP_PAIRED.out.reads_merged
+                                        .map {
+                                            meta, reads ->
+                                                def meta_new = meta.clone()
+                                                meta_new['single_end'] = 1
+                                                [ meta_new, reads ]
                                         }
+
+        ch_fastp_reads_prepped = ch_fastp_reads_prepped_pe.mix( FASTP_SINGLE.out.reads )
+
     } else {
         ch_fastp_reads_prepped = FASTP_PAIRED.out.reads
                                     .mix( FASTP_SINGLE.out.reads )
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 8a05720..e73d94d 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -116,63 +116,15 @@ workflow TAXPROFILER {
         ch_longreads_preprocessed = INPUT_CHECK.out.nanopore
     }
 
-    /*
-        MODULE: PERFORM SHORT READ RUN MERGING
-
-    // Remove run accession to allow grouping by sample. Will only merge
-    // if pairment type is the same.
-
-    // TODO Current Branch system currently problematic - when single file not in a list, splits at
-    // `/` so makes list >= 2, so tries to merge, but then breaks kraken downstream
-    // e.g. `home jfellows Documents git nf-core taxprofiler testing work 68 9a2c8362add37832a776058d280bb7 2612_se.merged.fastq.gz`
-    // So theoretically need to force this into a list, (but results the can't access meta.id error as incorrect  input format)
-    // But second issue >= 2 is MAYBE sufficient because what if merging two paired-end files? Need to chcek if the input channel formatted correctly for this? Need to check...
-
-    ch_processed_for_combine = ch_shortreads_preprocessed
-        .dump(tag: "prep_for_combine_grouping")
-        .map {
-            meta, reads ->
-            def meta_new = meta.clone()
-
-            // remove run accession to allow group by sample
-            meta_new.remove('run_accession')
-
-            // update id to prevent file name clashes when unable to group
-            // unmerged PE and SE runs of same sample
-            def type = meta_new['single_end'] ? "_se" : "_pe"
-            meta_new['id'] = meta['id'] + type
-
-            [ meta_new, reads ]
-        }
-        .groupTuple ( by: 0 )
-        .dump(tag: "files_for_cat_fastq_branch")
-        .branch{
-            combine: it[1] && it[1].size() > 1
-            skip: true
-        }
-
-    // NOTE: this does not allow CATing of SE & PE runs of same sample
-    // when --shortread_clipmerge_mergepairs is false
-    ch_processed_for_combine.combine.dump(tag: "input_into_cat_fastq")
-    CAT_FASTQ ( ch_processed_for_combine.combine )
-
-    ch_reads_for_profiling = ch_processed_for_combine.skip
-                                .dump(tag: "skip_combine")
-                                .mix( CAT_FASTQ.out.reads )
-                                .dump(tag: "files_for_profiling")
-    */
-
-    ch_reads_for_profiling = ch_shortreads_preprocessed
-
     /*
         COMBINE READS WITH POSSIBLE DATABASES
     */
 
     // e.g. output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
-    ch_input_for_profiling = ch_reads_for_profiling
+    ch_input_for_profiling = ch_shortreads_preprocessed
             .mix( ch_longreads_preprocessed )
             .combine(DB_CHECK.out.dbs)
-            .dump(tag: "reads_plus_db")
+            .dump(tag: "reads_plus_db_clean")
             .branch {
                 malt:    it[2]['tool'] == 'malt'
                 kraken2: it[2]['tool'] == 'kraken2'
@@ -201,12 +153,11 @@ workflow TAXPROFILER {
                             }
 
     // We can run Kraken2 one-by-one sample-wise
-    // TODO Only flatten when paired-end! Causing issue commented out above!
     ch_input_for_kraken2 =  ch_input_for_profiling.kraken2
                             .dump(tag: "input_to_kraken")
                             .multiMap {
                                 it ->
-                                    reads: [ it[0] + it[2], it[1].flatten() ]
+                                    reads: [ it[0] + it[2], it[1] ]
                                     db: it[3]
                             }
 

From 98dc8014a526209b24bdd55e321c10b2dc007a88 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 28 Mar 2022 16:46:45 +0200
Subject: [PATCH 060/372] Fix kraken2 module

---
 modules.json                                    | 8 ++++----
 modules/nf-core/modules/kraken2/kraken2/main.nf | 3 +--
 2 files changed, 5 insertions(+), 6 deletions(-)

diff --git a/modules.json b/modules.json
index 9e6428a..2494fc1 100644
--- a/modules.json
+++ b/modules.json
@@ -24,12 +24,12 @@
             "multiqc": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
-            "untar": {
-                "git_sha": "e080f4c8acf5760039ed12ec1f206170f3f9a918"
-            },
             "porechop": {
                 "git_sha": "e20e57f90b6787ac9a010a980cf6ea98bd990046"
+            },
+            "untar": {
+                "git_sha": "e080f4c8acf5760039ed12ec1f206170f3f9a918"
             }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/modules/kraken2/kraken2/main.nf b/modules/nf-core/modules/kraken2/kraken2/main.nf
index 52351f5..3ec5df5 100644
--- a/modules/nf-core/modules/kraken2/kraken2/main.nf
+++ b/modules/nf-core/modules/kraken2/kraken2/main.nf
@@ -32,12 +32,11 @@ process KRAKEN2_KRAKEN2 {
         --threads $task.cpus \\
         --unclassified-out $unclassified \\
         --classified-out $classified \\
-        $args \\
         --report ${prefix}.kraken2.report.txt \\
         --gzip-compressed \\
         $paired \\
+        $args \\
         $reads
-        
 
     pigz -p $task.cpus *.fastq
 

From eada201eb28f3572af5481a6d69e4f87407a352d Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 28 Mar 2022 16:47:37 +0200
Subject: [PATCH 061/372] Prettier

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

diff --git a/modules.json b/modules.json
index 2494fc1..34ef9f1 100644
--- a/modules.json
+++ b/modules.json
@@ -32,4 +32,4 @@
             }
         }
     }
-}
\ No newline at end of file
+}

From 94e5cfef4aa7c2dd69e72e7b1b12439110ed1a09 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 28 Mar 2022 18:20:10 +0200
Subject: [PATCH 062/372] Filter long reads for MALT, bump cpus for FastQC for
 minigut to pass

---
 conf/base.config               |  2 +-
 conf/test.config               | 15 ++++++++++++++-
 subworkflows/local/db_check.nf |  2 +-
 workflows/taxprofiler.nf       |  6 ++++++
 4 files changed, 22 insertions(+), 3 deletions(-)

diff --git a/conf/base.config b/conf/base.config
index 0c65574..2f0f97f 100644
--- a/conf/base.config
+++ b/conf/base.config
@@ -27,7 +27,7 @@ process {
     // TODO nf-core: Customise requirements for specific processes.
     // See https://www.nextflow.io/docs/latest/config.html#config-process-selectors
     withLabel:process_low {
-        cpus   = { check_max( 2     * task.attempt, 'cpus'    ) }
+        cpus   = { check_max( 4     * task.attempt, 'cpus'    ) }
         memory = { check_max( 12.GB * task.attempt, 'memory'  ) }
         time   = { check_max( 4.h   * task.attempt, 'time'    ) }
     }
diff --git a/conf/test.config b/conf/test.config
index 92a10e4..26972df 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -15,7 +15,7 @@ params {
     config_profile_description = 'Minimal test dataset to check pipeline function'
 
     // Limit resources so that this can run on GitHub Actions
-    max_cpus   = 2
+    max_cpus   = 8
     max_memory = '6.GB'
     max_time   = '6.h'
 
@@ -29,3 +29,16 @@ params {
     shortread_clipmerge = true
 
 }
+
+process {
+    withName: FASTQC {
+        cpus   = { check_max( 8     * task.attempt, 'cpus'    ) }
+        memory = { check_max( 6.GB * task.attempt, 'memory'  ) }
+        time   = { check_max( 6.h   * task.attempt, 'time'    ) }
+    }
+    withName: FASTQC_PROCESSED {
+        cpus   = { check_max( 8     * task.attempt, 'cpus'    ) }
+        memory = { check_max( 6.GB * task.attempt, 'memory'  ) }
+        time   = { check_max( 6.h   * task.attempt, 'time'    ) }
+    }
+}
diff --git a/subworkflows/local/db_check.nf b/subworkflows/local/db_check.nf
index 96f815a..bda5cfe 100644
--- a/subworkflows/local/db_check.nf
+++ b/subworkflows/local/db_check.nf
@@ -14,7 +14,7 @@ workflow DB_CHECK {
     // TODO: make database sheet check
     // Checks:
     // 1) no duplicates,
-    // 2) dbs with no special arguments does not have quotes, e.g. just `,,` and NOT `,"",`
+    // 2) args do not have quotes, e.g. just `,,` and NOT `,"",`
     parsed_samplesheet = DATABASE_CHECK ( dbsheet )
         .csv
         .splitCsv ( header:true, sep:',' )
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index e73d94d..af5c54d 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -90,9 +90,11 @@ workflow TAXPROFILER {
         MODULE: Run FastQC
     */
     ch_input_for_fastqc = INPUT_CHECK.out.fastq.mix( INPUT_CHECK.out.nanopore ).dump(tag: "input_to_fastq")
+
     FASTQC (
         ch_input_for_fastqc
     )
+
     ch_versions = ch_versions.mix(FASTQC.out.versions.first())
 
     CUSTOM_DUMPSOFTWAREVERSIONS (
@@ -137,7 +139,11 @@ workflow TAXPROFILER {
 
     // We groupTuple to have all samples in one channel for MALT as database
     // loading takes a long time, so we only want to run it once per database
+    // TODO document somewhere we only accept illumina short reads for MALT?
     ch_input_for_malt =  ch_input_for_profiling.malt
+                            .dump(tag: "input_to_malt_prefilter")
+                            .filter { it[0]['instrument_platform'] == 'ILLUMINA' }
+                            .dump(tag: "input_to_malt_postfilter")
                             .map {
                                 it ->
                                     def temp_meta =  [ id: it[2]['db_name']]  + it[2]

From 04fb6f412752811ac8fc621c8730d418986a1d08 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 28 Mar 2022 20:38:16 +0200
Subject: [PATCH 063/372] Use new resources for test data

---
 conf/test.config | 15 +--------------
 1 file changed, 1 insertion(+), 14 deletions(-)

diff --git a/conf/test.config b/conf/test.config
index 26972df..92a10e4 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -15,7 +15,7 @@ params {
     config_profile_description = 'Minimal test dataset to check pipeline function'
 
     // Limit resources so that this can run on GitHub Actions
-    max_cpus   = 8
+    max_cpus   = 2
     max_memory = '6.GB'
     max_time   = '6.h'
 
@@ -29,16 +29,3 @@ params {
     shortread_clipmerge = true
 
 }
-
-process {
-    withName: FASTQC {
-        cpus   = { check_max( 8     * task.attempt, 'cpus'    ) }
-        memory = { check_max( 6.GB * task.attempt, 'memory'  ) }
-        time   = { check_max( 6.h   * task.attempt, 'time'    ) }
-    }
-    withName: FASTQC_PROCESSED {
-        cpus   = { check_max( 8     * task.attempt, 'cpus'    ) }
-        memory = { check_max( 6.GB * task.attempt, 'memory'  ) }
-        time   = { check_max( 6.h   * task.attempt, 'time'    ) }
-    }
-}

From d25f97c5061ef7759196f04017ec2b7710075e48 Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Mon, 28 Mar 2022 22:08:05 +0200
Subject: [PATCH 064/372] Prettier format

---
 nextflow_schema.json | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index b61a50e..f1b1de0 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
       "type": "object",
       "fa_icon": "fas fa-terminal",
       "description": "Define where the pipeline should find input data and save output data.",
-      "required": ["input", "outdir"],
+      "required": [
+        "input",
+        "outdir"
+      ],
       "properties": {
         "input": {
           "type": "string",

From c552819c725a51fe2f04af981ebd90c311b33c30 Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <sofia.stamouli@scilifelab.se>
Date: Mon, 28 Mar 2022 22:15:31 +0200
Subject: [PATCH 065/372] Apply prettier again

---
 nextflow_schema.json | 572 +++++++++++++++++++++----------------------
 1 file changed, 281 insertions(+), 291 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index f1b1de0..0e52ee5 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -1,308 +1,298 @@
 {
-  "$schema": "http://json-schema.org/draft-07/schema",
-  "$id": "https://raw.githubusercontent.com/nf-core/taxprofiler/master/nextflow_schema.json",
-  "title": "nf-core/taxprofiler pipeline parameters",
-  "description": "Taxonomic profiling of shotgun metagenomic data",
-  "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": [
-        "input",
-        "outdir"
-      ],
-      "properties": {
-        "input": {
-          "type": "string",
-          "format": "file-path",
-          "mimetype": "text/csv",
-          "pattern": "^\\S+\\.csv$",
-          "schema": "assets/schema_input.json",
-          "description": "Path to comma-separated file containing information about the samples in the experiment.",
-          "help_text": "You will need to create a design file with information about the samples in your experiment before running the pipeline. Use this parameter to specify its location. It has to be a comma-separated file with 3 columns, and a header row. See [usage docs](https://nf-co.re/taxprofiler/usage#samplesheet-input).",
-          "fa_icon": "fas fa-file-csv"
+    "$schema": "http://json-schema.org/draft-07/schema",
+    "$id": "https://raw.githubusercontent.com/nf-core/taxprofiler/master/nextflow_schema.json",
+    "title": "nf-core/taxprofiler pipeline parameters",
+    "description": "Taxonomic profiling of shotgun metagenomic data",
+    "type": "object",
+    "definitions": {
+        "input_output_options": {
+            "title": "Input/output options",
+            "type": "object",
+            "fa_icon": "fas fa-terminal",
+            "description": "Define where the pipeline should find input data and save output data.",
+            "required": ["input", "outdir"],
+            "properties": {
+                "input": {
+                    "type": "string",
+                    "format": "file-path",
+                    "mimetype": "text/csv",
+                    "pattern": "^\\S+\\.csv$",
+                    "schema": "assets/schema_input.json",
+                    "description": "Path to comma-separated file containing information about the samples in the experiment.",
+                    "help_text": "You will need to create a design file with information about the samples in your experiment before running the pipeline. Use this parameter to specify its location. It has to be a comma-separated file with 3 columns, and a header row. See [usage docs](https://nf-co.re/taxprofiler/usage#samplesheet-input).",
+                    "fa_icon": "fas fa-file-csv"
+                },
+                "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"
+                },
+                "email": {
+                    "type": "string",
+                    "description": "Email address for completion summary.",
+                    "fa_icon": "fas fa-envelope",
+                    "help_text": "Set this parameter to your e-mail address to get a summary e-mail with details of the run sent to you when the workflow exits. If set in your user config file (`~/.nextflow/config`) then you don't need to specify this on the command line for every run.",
+                    "pattern": "^([a-zA-Z0-9_\\-\\.]+)@([a-zA-Z0-9_\\-\\.]+)\\.([a-zA-Z]{2,5})$"
+                },
+                "multiqc_title": {
+                    "type": "string",
+                    "description": "MultiQC report title. Printed as page header, used for filename if not otherwise specified.",
+                    "fa_icon": "fas fa-file-signature"
+                }
+            }
         },
-        "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"
+        "reference_genome_options": {
+            "title": "Reference genome options",
+            "type": "object",
+            "fa_icon": "fas fa-dna",
+            "description": "Reference genome related files and options required for the workflow.",
+            "properties": {
+                "genome": {
+                    "type": "string",
+                    "description": "Name of iGenomes reference.",
+                    "fa_icon": "fas fa-book",
+                    "help_text": "If using a reference genome configured in the pipeline using iGenomes, use this parameter to give the ID for the reference. This is then used to build the full paths for all required reference genome files e.g. `--genome GRCh38`. \n\nSee the [nf-core website docs](https://nf-co.re/usage/reference_genomes) for more details."
+                },
+                "igenomes_base": {
+                    "type": "string",
+                    "format": "directory-path",
+                    "description": "Directory / URL base for iGenomes references.",
+                    "default": "s3://ngi-igenomes/igenomes",
+                    "fa_icon": "fas fa-cloud-download-alt",
+                    "hidden": true
+                },
+                "igenomes_ignore": {
+                    "type": "boolean",
+                    "description": "Do not load the iGenomes reference config.",
+                    "fa_icon": "fas fa-ban",
+                    "hidden": true,
+                    "help_text": "Do not load `igenomes.config` when running the pipeline. You may choose this option if you observe clashes between custom parameters and those supplied in `igenomes.config`."
+                }
+            }
         },
-        "email": {
-          "type": "string",
-          "description": "Email address for completion summary.",
-          "fa_icon": "fas fa-envelope",
-          "help_text": "Set this parameter to your e-mail address to get a summary e-mail with details of the run sent to you when the workflow exits. If set in your user config file (`~/.nextflow/config`) then you don't need to specify this on the command line for every run.",
-          "pattern": "^([a-zA-Z0-9_\\-\\.]+)@([a-zA-Z0-9_\\-\\.]+)\\.([a-zA-Z]{2,5})$"
+        "institutional_config_options": {
+            "title": "Institutional config options",
+            "type": "object",
+            "fa_icon": "fas fa-university",
+            "description": "Parameters used to describe centralised config profiles. These should not be edited.",
+            "help_text": "The centralised nf-core configuration profiles use a handful of pipeline parameters to describe themselves. This information is then printed to the Nextflow log when you run a pipeline. You should not need to change these values when you run a pipeline.",
+            "properties": {
+                "custom_config_version": {
+                    "type": "string",
+                    "description": "Git commit id for Institutional configs.",
+                    "default": "master",
+                    "hidden": true,
+                    "fa_icon": "fas fa-users-cog"
+                },
+                "custom_config_base": {
+                    "type": "string",
+                    "description": "Base directory for Institutional configs.",
+                    "default": "https://raw.githubusercontent.com/nf-core/configs/master",
+                    "hidden": true,
+                    "help_text": "If you're running offline, Nextflow will not be able to fetch the institutional config files from the internet. If you don't need them, then this is not a problem. If you do need them, you should download the files from the repo and tell Nextflow where to find them with this parameter.",
+                    "fa_icon": "fas fa-users-cog"
+                },
+                "config_profile_name": {
+                    "type": "string",
+                    "description": "Institutional config name.",
+                    "hidden": true,
+                    "fa_icon": "fas fa-users-cog"
+                },
+                "config_profile_description": {
+                    "type": "string",
+                    "description": "Institutional config description.",
+                    "hidden": true,
+                    "fa_icon": "fas fa-users-cog"
+                },
+                "config_profile_contact": {
+                    "type": "string",
+                    "description": "Institutional config contact information.",
+                    "hidden": true,
+                    "fa_icon": "fas fa-users-cog"
+                },
+                "config_profile_url": {
+                    "type": "string",
+                    "description": "Institutional config URL link.",
+                    "hidden": true,
+                    "fa_icon": "fas fa-users-cog"
+                }
+            }
         },
-        "multiqc_title": {
-          "type": "string",
-          "description": "MultiQC report title. Printed as page header, used for filename if not otherwise specified.",
-          "fa_icon": "fas fa-file-signature"
+        "max_job_request_options": {
+            "title": "Max job request options",
+            "type": "object",
+            "fa_icon": "fab fa-acquisitions-incorporated",
+            "description": "Set the top limit for requested resources for any single job.",
+            "help_text": "If you are running on a smaller system, a pipeline step requesting more resources than are available may cause the Nextflow to stop the run with an error. These options allow you to cap the maximum resources requested by any single job so that the pipeline will run on your system.\n\nNote that you can not _increase_ the resources requested by any job using these options. For that you will need your own configuration file. See [the nf-core website](https://nf-co.re/usage/configuration) for details.",
+            "properties": {
+                "max_cpus": {
+                    "type": "integer",
+                    "description": "Maximum number of CPUs that can be requested for any single job.",
+                    "default": 16,
+                    "fa_icon": "fas fa-microchip",
+                    "hidden": true,
+                    "help_text": "Use to set an upper-limit for the CPU requirement for each process. Should be an integer e.g. `--max_cpus 1`"
+                },
+                "max_memory": {
+                    "type": "string",
+                    "description": "Maximum amount of memory that can be requested for any single job.",
+                    "default": "128.GB",
+                    "fa_icon": "fas fa-memory",
+                    "pattern": "^\\d+(\\.\\d+)?\\.?\\s*(K|M|G|T)?B$",
+                    "hidden": true,
+                    "help_text": "Use to set an upper-limit for the memory requirement for each process. Should be a string in the format integer-unit e.g. `--max_memory '8.GB'`"
+                },
+                "max_time": {
+                    "type": "string",
+                    "description": "Maximum amount of time that can be requested for any single job.",
+                    "default": "240.h",
+                    "fa_icon": "far fa-clock",
+                    "pattern": "^(\\d+\\.?\\s*(s|m|h|day)\\s*)+$",
+                    "hidden": true,
+                    "help_text": "Use to set an upper-limit for the time requirement for each process. Should be a string in the format integer-unit e.g. `--max_time '2.h'`"
+                }
+            }
+        },
+        "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
+                },
+                "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
+                },
+                "email_on_fail": {
+                    "type": "string",
+                    "description": "Email address for completion summary, only when pipeline fails.",
+                    "fa_icon": "fas fa-exclamation-triangle",
+                    "pattern": "^([a-zA-Z0-9_\\-\\.]+)@([a-zA-Z0-9_\\-\\.]+)\\.([a-zA-Z]{2,5})$",
+                    "help_text": "An email address to send a summary email to when the pipeline is completed - ONLY sent if the pipeline does not exit successfully.",
+                    "hidden": true
+                },
+                "plaintext_email": {
+                    "type": "boolean",
+                    "description": "Send plain-text email instead of HTML.",
+                    "fa_icon": "fas fa-remove-format",
+                    "hidden": true
+                },
+                "max_multiqc_email_size": {
+                    "type": "string",
+                    "description": "File size limit when attaching MultiQC reports to summary emails.",
+                    "pattern": "^\\d+(\\.\\d+)?\\.?\\s*(K|M|G|T)?B$",
+                    "default": "25.MB",
+                    "fa_icon": "fas fa-file-upload",
+                    "hidden": true
+                },
+                "monochrome_logs": {
+                    "type": "boolean",
+                    "description": "Do not use coloured log outputs.",
+                    "fa_icon": "fas fa-palette",
+                    "hidden": true
+                },
+                "multiqc_config": {
+                    "type": "string",
+                    "description": "Custom config file to supply to MultiQC.",
+                    "fa_icon": "fas fa-cog",
+                    "hidden": true
+                },
+                "tracedir": {
+                    "type": "string",
+                    "description": "Directory to keep pipeline Nextflow logs and reports.",
+                    "default": "${params.outdir}/pipeline_info",
+                    "fa_icon": "fas fa-cogs",
+                    "hidden": true
+                },
+                "validate_params": {
+                    "type": "boolean",
+                    "description": "Boolean whether to validate parameters against the schema at runtime",
+                    "default": true,
+                    "fa_icon": "fas fa-check-square",
+                    "hidden": true
+                },
+                "show_hidden_params": {
+                    "type": "boolean",
+                    "fa_icon": "far fa-eye-slash",
+                    "description": "Show all params when using `--help`",
+                    "hidden": true,
+                    "help_text": "By default, parameters set as _hidden_ in the schema are not shown on the command line when a user runs with `--help`. Specifying this option will tell the pipeline to show all parameters."
+                },
+                "enable_conda": {
+                    "type": "boolean",
+                    "description": "Run this workflow with Conda. You can also use '-profile conda' instead of providing this parameter.",
+                    "hidden": true,
+                    "fa_icon": "fas fa-bacon"
+                }
+            }
         }
-      }
     },
-    "reference_genome_options": {
-      "title": "Reference genome options",
-      "type": "object",
-      "fa_icon": "fas fa-dna",
-      "description": "Reference genome related files and options required for the workflow.",
-      "properties": {
-        "genome": {
-          "type": "string",
-          "description": "Name of iGenomes reference.",
-          "fa_icon": "fas fa-book",
-          "help_text": "If using a reference genome configured in the pipeline using iGenomes, use this parameter to give the ID for the reference. This is then used to build the full paths for all required reference genome files e.g. `--genome GRCh38`. \n\nSee the [nf-core website docs](https://nf-co.re/usage/reference_genomes) for more details."
+    "allOf": [
+        {
+            "$ref": "#/definitions/input_output_options"
         },
-        "igenomes_base": {
-          "type": "string",
-          "format": "directory-path",
-          "description": "Directory / URL base for iGenomes references.",
-          "default": "s3://ngi-igenomes/igenomes",
-          "fa_icon": "fas fa-cloud-download-alt",
-          "hidden": true
+        {
+            "$ref": "#/definitions/reference_genome_options"
         },
-        "igenomes_ignore": {
-          "type": "boolean",
-          "description": "Do not load the iGenomes reference config.",
-          "fa_icon": "fas fa-ban",
-          "hidden": true,
-          "help_text": "Do not load `igenomes.config` when running the pipeline. You may choose this option if you observe clashes between custom parameters and those supplied in `igenomes.config`."
+        {
+            "$ref": "#/definitions/institutional_config_options"
+        },
+        {
+            "$ref": "#/definitions/max_job_request_options"
+        },
+        {
+            "$ref": "#/definitions/generic_options"
         }
-      }
-    },
-    "institutional_config_options": {
-      "title": "Institutional config options",
-      "type": "object",
-      "fa_icon": "fas fa-university",
-      "description": "Parameters used to describe centralised config profiles. These should not be edited.",
-      "help_text": "The centralised nf-core configuration profiles use a handful of pipeline parameters to describe themselves. This information is then printed to the Nextflow log when you run a pipeline. You should not need to change these values when you run a pipeline.",
-      "properties": {
-        "custom_config_version": {
-          "type": "string",
-          "description": "Git commit id for Institutional configs.",
-          "default": "master",
-          "hidden": true,
-          "fa_icon": "fas fa-users-cog"
+    ],
+    "properties": {
+        "databases": {
+            "type": "string",
+            "default": "None"
         },
-        "custom_config_base": {
-          "type": "string",
-          "description": "Base directory for Institutional configs.",
-          "default": "https://raw.githubusercontent.com/nf-core/configs/master",
-          "hidden": true,
-          "help_text": "If you're running offline, Nextflow will not be able to fetch the institutional config files from the internet. If you don't need them, then this is not a problem. If you do need them, you should download the files from the repo and tell Nextflow where to find them with this parameter.",
-          "fa_icon": "fas fa-users-cog"
+        "shortread_clipmerge": {
+            "type": "boolean"
         },
-        "config_profile_name": {
-          "type": "string",
-          "description": "Institutional config name.",
-          "hidden": true,
-          "fa_icon": "fas fa-users-cog"
+        "shortread_excludeunmerged": {
+            "type": "boolean",
+            "default": true
         },
-        "config_profile_description": {
-          "type": "string",
-          "description": "Institutional config description.",
-          "hidden": true,
-          "fa_icon": "fas fa-users-cog"
+        "longread_clip": {
+            "type": "boolean"
         },
-        "config_profile_contact": {
-          "type": "string",
-          "description": "Institutional config contact information.",
-          "hidden": true,
-          "fa_icon": "fas fa-users-cog"
+        "run_malt": {
+            "type": "boolean"
         },
-        "config_profile_url": {
-          "type": "string",
-          "description": "Institutional config URL link.",
-          "hidden": true,
-          "fa_icon": "fas fa-users-cog"
+        "malt_mode": {
+            "type": "string",
+            "default": "BlastN"
+        },
+        "run_kraken2": {
+            "type": "boolean"
+        },
+        "run_centrifuge": {
+            "type": "boolean"
+        },
+        "centrifuge_save_unaligned": {
+            "type": "boolean"
+        },
+        "centrifuge_save_aligned": {
+            "type": "boolean"
+        },
+        "centrifuge_sam_format": {
+            "type": "boolean"
         }
-      }
-    },
-    "max_job_request_options": {
-      "title": "Max job request options",
-      "type": "object",
-      "fa_icon": "fab fa-acquisitions-incorporated",
-      "description": "Set the top limit for requested resources for any single job.",
-      "help_text": "If you are running on a smaller system, a pipeline step requesting more resources than are available may cause the Nextflow to stop the run with an error. These options allow you to cap the maximum resources requested by any single job so that the pipeline will run on your system.\n\nNote that you can not _increase_ the resources requested by any job using these options. For that you will need your own configuration file. See [the nf-core website](https://nf-co.re/usage/configuration) for details.",
-      "properties": {
-        "max_cpus": {
-          "type": "integer",
-          "description": "Maximum number of CPUs that can be requested for any single job.",
-          "default": 16,
-          "fa_icon": "fas fa-microchip",
-          "hidden": true,
-          "help_text": "Use to set an upper-limit for the CPU requirement for each process. Should be an integer e.g. `--max_cpus 1`"
-        },
-        "max_memory": {
-          "type": "string",
-          "description": "Maximum amount of memory that can be requested for any single job.",
-          "default": "128.GB",
-          "fa_icon": "fas fa-memory",
-          "pattern": "^\\d+(\\.\\d+)?\\.?\\s*(K|M|G|T)?B$",
-          "hidden": true,
-          "help_text": "Use to set an upper-limit for the memory requirement for each process. Should be a string in the format integer-unit e.g. `--max_memory '8.GB'`"
-        },
-        "max_time": {
-          "type": "string",
-          "description": "Maximum amount of time that can be requested for any single job.",
-          "default": "240.h",
-          "fa_icon": "far fa-clock",
-          "pattern": "^(\\d+\\.?\\s*(s|m|h|day)\\s*)+$",
-          "hidden": true,
-          "help_text": "Use to set an upper-limit for the time requirement for each process. Should be a string in the format integer-unit e.g. `--max_time '2.h'`"
-        }
-      }
-    },
-    "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
-        },
-        "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
-        },
-        "email_on_fail": {
-          "type": "string",
-          "description": "Email address for completion summary, only when pipeline fails.",
-          "fa_icon": "fas fa-exclamation-triangle",
-          "pattern": "^([a-zA-Z0-9_\\-\\.]+)@([a-zA-Z0-9_\\-\\.]+)\\.([a-zA-Z]{2,5})$",
-          "help_text": "An email address to send a summary email to when the pipeline is completed - ONLY sent if the pipeline does not exit successfully.",
-          "hidden": true
-        },
-        "plaintext_email": {
-          "type": "boolean",
-          "description": "Send plain-text email instead of HTML.",
-          "fa_icon": "fas fa-remove-format",
-          "hidden": true
-        },
-        "max_multiqc_email_size": {
-          "type": "string",
-          "description": "File size limit when attaching MultiQC reports to summary emails.",
-          "pattern": "^\\d+(\\.\\d+)?\\.?\\s*(K|M|G|T)?B$",
-          "default": "25.MB",
-          "fa_icon": "fas fa-file-upload",
-          "hidden": true
-        },
-        "monochrome_logs": {
-          "type": "boolean",
-          "description": "Do not use coloured log outputs.",
-          "fa_icon": "fas fa-palette",
-          "hidden": true
-        },
-        "multiqc_config": {
-          "type": "string",
-          "description": "Custom config file to supply to MultiQC.",
-          "fa_icon": "fas fa-cog",
-          "hidden": true
-        },
-        "tracedir": {
-          "type": "string",
-          "description": "Directory to keep pipeline Nextflow logs and reports.",
-          "default": "${params.outdir}/pipeline_info",
-          "fa_icon": "fas fa-cogs",
-          "hidden": true
-        },
-        "validate_params": {
-          "type": "boolean",
-          "description": "Boolean whether to validate parameters against the schema at runtime",
-          "default": true,
-          "fa_icon": "fas fa-check-square",
-          "hidden": true
-        },
-        "show_hidden_params": {
-          "type": "boolean",
-          "fa_icon": "far fa-eye-slash",
-          "description": "Show all params when using `--help`",
-          "hidden": true,
-          "help_text": "By default, parameters set as _hidden_ in the schema are not shown on the command line when a user runs with `--help`. Specifying this option will tell the pipeline to show all parameters."
-        },
-        "enable_conda": {
-          "type": "boolean",
-          "description": "Run this workflow with Conda. You can also use '-profile conda' instead of providing this parameter.",
-          "hidden": true,
-          "fa_icon": "fas fa-bacon"
-        }
-      }
     }
-  },
-  "allOf": [
-    {
-      "$ref": "#/definitions/input_output_options"
-    },
-    {
-      "$ref": "#/definitions/reference_genome_options"
-    },
-    {
-      "$ref": "#/definitions/institutional_config_options"
-    },
-    {
-      "$ref": "#/definitions/max_job_request_options"
-    },
-    {
-      "$ref": "#/definitions/generic_options"
-    }
-  ],
-  "properties": {
-    "databases": {
-      "type": "string",
-      "default": "None"
-    },
-    "shortread_clipmerge": {
-      "type": "boolean"
-    },
-    "shortread_excludeunmerged": {
-      "type": "boolean",
-      "default": true
-    },
-    "longread_clip": {
-      "type": "boolean"
-    },
-    "run_malt": {
-      "type": "boolean"
-    },
-    "malt_mode": {
-      "type": "string",
-      "default": "BlastN"
-    },
-    "run_kraken2": {
-      "type": "boolean"
-    },
-    "run_centrifuge": {
-      "type": "boolean"
-    },
-    "centrifuge_save_unaligned": {
-      "type": "boolean"
-    },
-    "centrifuge_save_aligned": {
-      "type": "boolean"
-    },
-    "centrifuge_sam_format": {
-      "type": "boolean"
-    }
-  }
 }

From 98a9688329e66814764746a9219580e841e84477 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 29 Mar 2022 15:18:06 +0200
Subject: [PATCH 066/372] Change CPUs back to template, update skiptrim fiag

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

diff --git a/conf/base.config b/conf/base.config
index 2f0f97f..0c65574 100644
--- a/conf/base.config
+++ b/conf/base.config
@@ -27,7 +27,7 @@ process {
     // TODO nf-core: Customise requirements for specific processes.
     // See https://www.nextflow.io/docs/latest/config.html#config-process-selectors
     withLabel:process_low {
-        cpus   = { check_max( 4     * task.attempt, 'cpus'    ) }
+        cpus   = { check_max( 2     * task.attempt, 'cpus'    ) }
         memory = { check_max( 12.GB * task.attempt, 'memory'  ) }
         time   = { check_max( 4.h   * task.attempt, 'time'    ) }
     }

From 76e9624e3f04e573a56c1443884b2ca385488319 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 30 Mar 2022 11:31:37 +0200
Subject: [PATCH 067/372] NOW commit the adapte rtrim flag

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

diff --git a/conf/modules.config b/conf/modules.config
index a9bc3a1..71eaa75 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -68,7 +68,7 @@ process {
             // collapsing options - option to retain singletons
             params.shortread_clipmerge_excludeunmerged ? '' : "--include_unmerged",
             // trimming options
-            params.shortread_clipmerge_skiptrim ? "--disable_adapter_trimming" : "",
+            params.shortread_clipmerge_skipadaptertrim ? "--disable_adapter_trimming" : "",
             params.shortread_clipmerge_adapter1 ? "--adapter_sequence ${params.shortread_clipmerge_adapter1}" : "",
             !{ ${meta.single_end} } && params.shortread_clipmerge_adapter2 ? "--adapter_sequence_r2 ${params.shortread_clipmerge_adapter2}" : !{ ${meta.single_end} } ? "--detect_adapter_for_pe" : "",
             // filtering options
diff --git a/nextflow.config b/nextflow.config
index a312d0c..6fde513 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -57,7 +57,7 @@ params {
     // FASTQ preprocessing
     shortread_clipmerge                     = false
     shortread_clipmerge_tool                = 'fastp'
-    shortread_clipmerge_skiptrim            = false
+    shortread_clipmerge_skipadaptertrim     = false
     shortread_clipmerge_mergepairs          = false
     shortread_clipmerge_excludeunmerged     = true
     shortread_clipmerge_adapter1            = null
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 545f990..adc5a73 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -286,7 +286,7 @@
             "type": "string",
             "default": "fastp"
         },
-        "shortread_clipmerge_skiptrim": {
+        "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
         },
         "shortread_clipmerge_mergepairs": {

From c4c93bd59d5390c7970dea72575ff9bf8fe1707b Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 31 Mar 2022 15:31:45 +0200
Subject: [PATCH 068/372] Start working on adding adapterremoval

---
 modules.json                                  |  5 +-
 .../nf-core/modules/adapterremoval/main.nf    | 70 ++++++++++++++
 .../nf-core/modules/adapterremoval/meta.yml   | 90 ++++++++++++++++++
 nextflow_schema.json                          | 26 ++++--
 .../local/shortread_adapterremoval.nf         | 91 +++++++++++++++++++
 subworkflows/local/shortread_fastp.nf         |  8 +-
 subworkflows/local/shortread_preprocessing.nf |  5 +
 7 files changed, 281 insertions(+), 14 deletions(-)
 create mode 100644 modules/nf-core/modules/adapterremoval/main.nf
 create mode 100644 modules/nf-core/modules/adapterremoval/meta.yml
 create mode 100644 subworkflows/local/shortread_adapterremoval.nf

diff --git a/modules.json b/modules.json
index 34ef9f1..c4b2f12 100644
--- a/modules.json
+++ b/modules.json
@@ -3,6 +3,9 @@
     "homePage": "https://github.com/nf-core/taxprofiler",
     "repos": {
         "nf-core/modules": {
+            "adapterremoval": {
+                "git_sha": "f0800157544a82ae222931764483331a81812012"
+            },
             "cat/fastq": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
@@ -32,4 +35,4 @@
             }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/modules/adapterremoval/main.nf b/modules/nf-core/modules/adapterremoval/main.nf
new file mode 100644
index 0000000..9d16b9c
--- /dev/null
+++ b/modules/nf-core/modules/adapterremoval/main.nf
@@ -0,0 +1,70 @@
+process ADAPTERREMOVAL {
+    tag "$meta.id"
+    label 'process_medium'
+
+    conda (params.enable_conda ? "bioconda::adapterremoval=2.3.2" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/adapterremoval:2.3.2--hb7ba0dd_0' :
+        'quay.io/biocontainers/adapterremoval:2.3.2--hb7ba0dd_0' }"
+
+    input:
+    tuple val(meta), path(reads)
+    path(adapterlist)
+
+    output:
+    tuple val(meta), path("${prefix}.truncated.gz")            , optional: true, emit: singles_truncated
+    tuple val(meta), path("${prefix}.discarded.gz")            , optional: true, emit: discarded
+    tuple val(meta), path("${prefix}.pair1.truncated.gz")      , optional: true, emit: pair1_truncated
+    tuple val(meta), path("${prefix}.pair2.truncated.gz")      , optional: true, emit: pair2_truncated
+    tuple val(meta), path("${prefix}.collapsed.gz")            , optional: true, emit: collapsed
+    tuple val(meta), path("${prefix}.collapsed.truncated.gz")  , optional: true, emit: collapsed_truncated
+    tuple val(meta), path("${prefix}.paired.gz")               , optional: true, emit: paired_interleaved
+    tuple val(meta), path('*.log')                             , emit: log
+    path "versions.yml"                                        , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def list = adapterlist ? "--adapter-list ${adapterlist}" : ""
+    prefix = task.ext.prefix ?: "${meta.id}"
+
+    if (meta.single_end) {
+        """
+        AdapterRemoval  \\
+            --file1 $reads \\
+            $args \\
+            $adapterlist \\
+            --basename ${prefix} \\
+            --threads ${task.cpus} \\
+            --settings ${prefix}.log \\
+            --seed 42 \\
+            --gzip
+
+        cat <<-END_VERSIONS > versions.yml
+        "${task.process}":
+            adapterremoval: \$(AdapterRemoval --version 2>&1 | sed -e "s/AdapterRemoval ver. //g")
+        END_VERSIONS
+        """
+    } else {
+        """
+        AdapterRemoval  \\
+            --file1 ${reads[0]} \\
+            --file2 ${reads[1]} \\
+            $args \\
+            $adapterlist \\
+            --basename ${prefix} \\
+            --threads $task.cpus \\
+            --settings ${prefix}.log \\
+            --seed 42 \\
+            --gzip
+
+        cat <<-END_VERSIONS > versions.yml
+        "${task.process}":
+            adapterremoval: \$(AdapterRemoval --version 2>&1 | sed -e "s/AdapterRemoval ver. //g")
+        END_VERSIONS
+        """
+    }
+
+}
diff --git a/modules/nf-core/modules/adapterremoval/meta.yml b/modules/nf-core/modules/adapterremoval/meta.yml
new file mode 100644
index 0000000..5faad04
--- /dev/null
+++ b/modules/nf-core/modules/adapterremoval/meta.yml
@@ -0,0 +1,90 @@
+name: adapterremoval
+description: Trim sequencing adapters and collapse overlapping reads
+keywords:
+  - trimming
+  - adapters
+  - merging
+  - fastq
+tools:
+  - adapterremoval:
+      description: The AdapterRemoval v2 tool for merging and clipping reads.
+      homepage: https://github.com/MikkelSchubert/adapterremoval
+      documentation: https://adapterremoval.readthedocs.io
+      licence: ["GPL v3"]
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - reads:
+      type: file
+      description: |
+        List of input FastQ files of size 1 and 2 for single-end and paired-end data,
+        respectively.
+      pattern: "*.{fq,fastq,fq.gz,fastq.gz}"
+  - adapterlist:
+      type: file
+      description: Optional text file containing list of adapters to look for for removal
+        with one adapter per line. Otherwise will look for default adapters (see
+        AdapterRemoval man page), or can be modified to remove user-specified
+        adapters via ext.args.
+
+output:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - singles_truncated:
+      type: file
+      description: |
+        Adapter trimmed FastQ files of either single-end reads, or singleton
+        'orphaned' reads from merging of paired-end data (i.e., one of the pair
+        was lost due to filtering thresholds).
+      pattern: "*.truncated.gz"
+  - discarded:
+      type: file
+      description: |
+        Adapter trimmed FastQ files of reads that did not pass filtering
+        thresholds.
+      pattern: "*.discarded.gz"
+  - pair1_truncated:
+      type: file
+      description: |
+        Adapter trimmed R1 FastQ files of paired-end reads that did not merge
+        with their respective R2 pair due to long templates. The respective pair
+        is stored in 'pair2_truncated'.
+      pattern: "*.pair1.truncated.gz"
+  - pair2_truncated:
+      type: file
+      description: |
+        Adapter trimmed R2 FastQ files of paired-end reads that did not merge
+        with their respective R1 pair due to long templates. The respective pair
+        is stored in 'pair1_truncated'.
+      pattern: "*.pair2.truncated.gz"
+  - collapsed:
+      type: file
+      description: |
+        Collapsed FastQ of paired-end reads that successfully merged with their
+        respective R1 pair but were not trimmed.
+      pattern: "*.collapsed.gz"
+  - collapsed_truncated:
+      type: file
+      description: |
+        Collapsed FastQ of paired-end reads that successfully merged with their
+        respective R1 pair and were trimmed of adapter due to sufficient overlap.
+      pattern: "*.collapsed.truncated.gz"
+  - log:
+      type: file
+      description: AdapterRemoval log file
+      pattern: "*.log"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+
+authors:
+  - "@maxibor"
+  - "@jfy133"
diff --git a/nextflow_schema.json b/nextflow_schema.json
index adc5a73..ebb748a 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -173,7 +176,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -284,7 +294,11 @@
         },
         "shortread_clipmerge_tool": {
             "type": "string",
-            "default": "fastp"
+            "default": "fastp",
+            "enum": [
+                "fastp",
+                "adapterremoval"
+            ]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -294,15 +308,15 @@
         },
         "shortread_clipmerge_adapter1": {
             "type": "string",
-            "default": null
+            "default": "None"
         },
         "shortread_clipmerge_adapter2": {
             "type": "string",
-            "default": null
+            "default": "None"
         },
         "shortread_clipmerge_minlength": {
             "type": "integer",
             "default": 15
         }
     }
-}
+}
\ No newline at end of file
diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
new file mode 100644
index 0000000..b09356a
--- /dev/null
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -0,0 +1,91 @@
+/*
+Process short raw reads with AdapterRemoval
+*/
+
+include { ADAPTERREMOVAL as ADAPTERREMOVAL_SINGLE       } from '../../modules/nf-core/modules/adapterremoval/main'
+include { ADAPTERREMOVAL as ADAPTERREMOVAL_PAIRED       } from '../../modules/nf-core/modules/adapterremoval/main'
+include { CAT_FASTQ                                     } from '../../modules/nf-core/modules/cat/fastq/main'
+
+workflow SHORTREAD_ADAPTERREMOVAL {
+
+    take:
+    reads // [[meta], [reads]]
+
+    main:
+    ch_versions = Channel.empty()
+    ch_multiqc_files      = Channel.empty()
+
+    ch_input_for_adapterremoval = reads
+                                    .dump(tag: "pre_adapterremoval_branch")
+                                    .branch{
+                                        single: it[0]['single_end'] == true
+                                        paired: it[0]['single_end'] == false
+                                    }
+
+    ADAPTERREMOVAL_SINGLE ( ch_input_for_adapterremoval.single, [] )
+    ADAPTERREMOVAL_PAIRED ( ch_input_for_adapterremoval.paired, [] )
+
+    if ( params.shortread_clipmerge_mergepairs && !params.shortread_clipmerge_excludeunmerged ) {
+        ch_adapterremoval_for_cat = ADAPTERREMOVAL_PAIRED.out.collapsed
+                                                .mix(
+                                                    ADAPTERREMOVAL_PAIRED.out.collapsed_truncated,
+                                                    ADAPTERREMOVAL_PAIRED.out.singles_truncated,
+                                                    ADAPTERREMOVAL_PAIRED.out.pair1_truncated,
+                                                    ADAPTERREMOVAL_PAIRED.out.pair2_truncated
+                                                    )
+                                                .map {
+                                                    meta, reads ->
+                                                        def meta_new = meta.clone()
+                                                        meta_new['single_end'] = 1
+
+                                                        [ meta_new, reads ]
+                                                    }
+                                                    .groupTuple(by: 0)
+        ch_adapterremoval_reads_prepped_pe = CAT_FASTQ ( ch_adapterremoval_for_cat ).reads
+
+        ch_adapterremoval_reads_prepped = ch_adapterremoval_reads_prepped_pe.mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
+
+    } else if ( params.shortread_clipmerge_mergepairs && params.shortread_clipmerge_excludeunmerged ) {
+            ch_adapterremoval_for_cat = ADAPTERREMOVAL_PAIRED.out.collapsed
+                                                    .mix( ADAPTERREMOVAL_PAIRED.out.collapsed_truncated )
+                                                    .map {
+                                                        meta, reads ->
+                                                            def meta_new = meta.clone()
+                                                            meta_new['single_end'] = 1
+
+                                                            [ meta_new, reads ]
+                                                        }
+                                                        .groupTuple(by: 0)
+
+            ch_adapterremoval_reads_prepped_pe = CAT_FASTQ ( ch_adapterremoval_for_cat ).reads
+
+            ch_adapterremoval_reads_prepped = ch_adapterremoval_reads_prepped_pe.mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
+
+    } else {
+
+        ch_adapterremoval_reads_prepped_pe = ADAPTERREMOVAL_PAIRED.out.pair1_truncated
+                                                .join( ADAPTERREMOVAL_PAIRED.out.pair2_truncated )
+                                                .dump(tag: "pre-group")
+                                                .groupTuple(by: 0)
+                                                .dump(tag: "post-group")
+                                                .map { meta, pair1, pair2 ->
+                                                        [ meta, [ pair1, pair2 ].flatten() ]
+                                                }
+                                                .dump(tag: "post-map")
+
+
+        ch_adapterremoval_reads_prepped = ch_adapterremoval_reads_prepped_pe
+                                    .mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
+    }
+
+    ch_processed_reads = ch_adapterremoval_reads_prepped
+
+    ch_versions = ch_versions.mix( ADAPTERREMOVAL_SINGLE.out.versions.first() )
+    ch_versions = ch_versions.mix( ADAPTERREMOVAL_PAIRED.out.versions.first() )
+    ch_multiqc_files = ch_multiqc_files.mix( ADAPTERREMOVAL_PAIRED.out.log.collect{it[1]}, ADAPTERREMOVAL_SINGLE.out.log.collect{it[1]} )
+
+    emit:
+    reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]
+    versions = ch_versions          // channel: [ versions.yml ]
+    mqc      = ch_multiqc_files
+}
diff --git a/subworkflows/local/shortread_fastp.nf b/subworkflows/local/shortread_fastp.nf
index c2e435c..48817db 100644
--- a/subworkflows/local/shortread_fastp.nf
+++ b/subworkflows/local/shortread_fastp.nf
@@ -14,15 +14,11 @@ workflow SHORTREAD_FASTP {
     ch_multiqc_files      = Channel.empty()
 
     ch_input_for_fastp = reads
-                            .dump(tag: "pre-fastp_branch")
                             .branch{
                                 single: it[0]['single_end'] == true
                                 paired: it[0]['single_end'] == false
                             }
 
-    ch_input_for_fastp.single.dump(tag: "input_fastp_single")
-    ch_input_for_fastp.paired.dump(tag: "input_fastp_paired")
-
     FASTP_SINGLE ( ch_input_for_fastp.single, false, false )
     // Last parameter here turns on merging of PE data
     FASTP_PAIRED ( ch_input_for_fastp.paired, false, params.shortread_clipmerge_mergepairs )
@@ -46,13 +42,11 @@ workflow SHORTREAD_FASTP {
     ch_versions = ch_versions.mix(FASTP_SINGLE.out.versions.first())
     ch_versions = ch_versions.mix(FASTP_PAIRED.out.versions.first())
 
-    ch_processed_reads = ch_fastp_reads_prepped.dump(tag: "ch_fastp_reads_prepped")
+    ch_processed_reads = ch_fastp_reads_prepped
 
     ch_multiqc_files = ch_multiqc_files.mix( FASTP_SINGLE.out.json.collect{it[1]} )
     ch_multiqc_files = ch_multiqc_files.mix( FASTP_PAIRED.out.json.collect{it[1]} )
 
-    ch_multiqc_files.dump(tag: "preprocessing_fastp_mqc_final")
-
     emit:
     reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]
     versions = ch_versions          // channel: [ versions.yml ]
diff --git a/subworkflows/local/shortread_preprocessing.nf b/subworkflows/local/shortread_preprocessing.nf
index 7fba0c0..f0a1ed4 100644
--- a/subworkflows/local/shortread_preprocessing.nf
+++ b/subworkflows/local/shortread_preprocessing.nf
@@ -4,6 +4,7 @@
 
 
 include { SHORTREAD_FASTP             } from './shortread_fastp'
+include { SHORTREAD_ADAPTERREMOVAL    } from './shortread_adapterremoval'
 include { FASTQC as FASTQC_PROCESSED       } from '../../modules/nf-core/modules/fastqc/main'
 
 workflow SHORTREAD_PREPROCESSING {
@@ -18,6 +19,10 @@ workflow SHORTREAD_PREPROCESSING {
         ch_processed_reads = SHORTREAD_FASTP ( reads ).reads
         ch_versions        =  ch_versions.mix( SHORTREAD_FASTP.out.versions )
         ch_multiqc_files   =  ch_multiqc_files.mix( SHORTREAD_FASTP.out.mqc )
+    } else if ( params.shortread_clipmerge_tool == "adapterremoval" ) {
+        ch_processed_reads = SHORTREAD_ADAPTERREMOVAL ( reads ).reads
+        ch_versions        =  ch_versions.mix( SHORTREAD_ADAPTERREMOVAL.out.versions )
+        ch_multiqc_files   =  ch_multiqc_files.mix( SHORTREAD_ADAPTERREMOVAL.out.mqc )
     } else {
         ch_processed_reads = reads
     }

From dcda815bfb03697b69f219f26af69708bd2d28b5 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 1 Apr 2022 09:50:08 +0200
Subject: [PATCH 069/372] Add final adapterremoval options to match fastp
 functionality

---
 conf/modules.config                           | 70 ++++++++++++++++---
 nextflow.config                               |  2 +-
 nextflow_schema.json                          | 23 ++----
 .../local/shortread_adapterremoval.nf         | 10 ++-
 4 files changed, 71 insertions(+), 34 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 71eaa75..dc8b138 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -62,18 +62,15 @@ process {
         ]
     }
 
-    withName: FASTP {
-        ext.prefix = { "${meta.id}_${meta.run_accession}" }
+    withName: FASTP_SINGLE {
         ext.args   = [
-            // collapsing options - option to retain singletons
-            params.shortread_clipmerge_excludeunmerged ? '' : "--include_unmerged",
             // trimming options
             params.shortread_clipmerge_skipadaptertrim ? "--disable_adapter_trimming" : "",
             params.shortread_clipmerge_adapter1 ? "--adapter_sequence ${params.shortread_clipmerge_adapter1}" : "",
-            !{ ${meta.single_end} } && params.shortread_clipmerge_adapter2 ? "--adapter_sequence_r2 ${params.shortread_clipmerge_adapter2}" : !{ ${meta.single_end} } ? "--detect_adapter_for_pe" : "",
             // filtering options
             "--length_required ${params.shortread_clipmerge_minlength}"
         ].join(' ').trim()
+        ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
             path: { "${params.outdir}/fastp" },
             mode: 'copy',
@@ -81,6 +78,61 @@ process {
         ]
     }
 
+    withName: FASTP_PAIRED {
+        ext.args   = [
+            // collapsing options - option to retain singletons
+            params.shortread_clipmerge_excludeunmerged ? '' : "--include_unmerged",
+            // trimming options
+            params.shortread_clipmerge_skipadaptertrim ? "--disable_adapter_trimming" : "",
+            params.shortread_clipmerge_adapter1 ? "--adapter_sequence ${params.shortread_clipmerge_adapter1}" : "",
+            params.shortread_clipmerge_adapter2 ? "--adapter_sequence_r2 ${params.shortread_clipmerge_adapter2}" : "--detect_adapter_for_pe",
+            // filtering options
+            "--length_required ${params.shortread_clipmerge_minlength}"
+        ].join(' ').trim()
+        ext.prefix = { "${meta.id}_${meta.run_accession}" }
+        publishDir = [
+            path: { "${params.outdir}/fastp" },
+            mode: 'copy',
+            pattern: '*.fastq.gz'
+        ]
+    }
+
+    withName: ADAPTERREMOVAL_SINGLE {
+        ext.args   = [
+            // trimming options
+            params.shortread_clipmerge_skipadaptertrim ? "--adapter1 '' --adapter2 ''" : "",
+            params.shortread_clipmerge_adapter1 ? "--adapter1 ${params.shortread_clipmerge_adapter1}" : "",
+            // filtering options
+            "--minlength ${params.shortread_clipmerge_minlength}"
+        ].join(' ').trim()
+        ext.prefix = { "${meta.id}_${meta.run_accession}" }
+        publishDir = [
+            path: { "${params.outdir}/adapterremoval" },
+            mode: 'copy',
+            pattern: '*.fastq.gz'
+        ]
+    }
+
+    withName: ADAPTERREMOVAL_PAIRED {
+        ext.args   = [
+            // collapsing options
+            params.shortread_clipmerge_mergepairs ? "--collapse" : "",
+            // trimming options
+            params.shortread_clipmerge_skipadaptertrim ? "--adapter1 '' --adapter2 ''" : "",
+            params.shortread_clipmerge_adapter1 ? "--adapter1 ${params.shortread_clipmerge_adapter1}" : "",
+            params.shortread_clipmerge_adapter2 ? "--adapter2 ${params.shortread_clipmerge_adapter2}" : "",
+            // filtering options
+            "--minlength ${params.shortread_clipmerge_minlength}"
+        ].join(' ').trim()
+        ext.prefix = { "${meta.id}_${meta.run_accession}" }
+        publishDir = [
+            path: { "${params.outdir}/adapterremoval" },
+            mode: 'copy',
+            pattern: '*.fastq.gz'
+        ]
+    }
+
+
     withName: PORECHOP {
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
@@ -99,23 +151,23 @@ process {
     }
 
     withName: MALT_RUN {
+        ext.args = { "${meta.db_params}" }
+        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
             path: { "${params.outdir}/malt/${meta.db_name}" },
             mode: 'copy',
             pattern: '*.{rma6,tab,text,sam,log}'
         ]
-        ext.args = { "${meta.db_params}" }
-        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
     }
 
     withName: KRAKEN2_KRAKEN2 {
+        ext.args = { "${meta.db_params}" }
+        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
             path: { "${params.outdir}/kraken2/${meta.db_name}" },
             mode: 'copy',
             pattern: '*.{fastq.gz,txt}'
         ]
-        ext.args = { "${meta.db_params}" }
-        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
     }
 
     withName: CUSTOM_DUMPSOFTWAREVERSIONS {
diff --git a/nextflow.config b/nextflow.config
index 6fde513..7be36a6 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -59,7 +59,7 @@ params {
     shortread_clipmerge_tool                = 'fastp'
     shortread_clipmerge_skipadaptertrim     = false
     shortread_clipmerge_mergepairs          = false
-    shortread_clipmerge_excludeunmerged     = true
+    shortread_clipmerge_excludeunmerged     = false
     shortread_clipmerge_adapter1            = null
     shortread_clipmerge_adapter2            = null
     shortread_clipmerge_minlength           = 15
diff --git a/nextflow_schema.json b/nextflow_schema.json
index ebb748a..fb2ca31 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -277,7 +267,7 @@
         },
         "shortread_clipmerge_excludeunmerged": {
             "type": "boolean",
-            "default": true
+            "default": false
         },
         "longread_clip": {
             "type": "boolean"
@@ -295,10 +285,7 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": [
-                "fastp",
-                "adapterremoval"
-            ]
+            "enum": ["fastp", "adapterremoval"]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -319,4 +306,4 @@
             "default": 15
         }
     }
-}
\ No newline at end of file
+}
diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index b09356a..b467a64 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -16,7 +16,6 @@ workflow SHORTREAD_ADAPTERREMOVAL {
     ch_multiqc_files      = Channel.empty()
 
     ch_input_for_adapterremoval = reads
-                                    .dump(tag: "pre_adapterremoval_branch")
                                     .branch{
                                         single: it[0]['single_end'] == true
                                         paired: it[0]['single_end'] == false
@@ -36,11 +35,13 @@ workflow SHORTREAD_ADAPTERREMOVAL {
                                                 .map {
                                                     meta, reads ->
                                                         def meta_new = meta.clone()
-                                                        meta_new['single_end'] = 1
+                                                        meta_new['single_end'] = true
 
                                                         [ meta_new, reads ]
                                                     }
                                                     .groupTuple(by: 0)
+
+
         ch_adapterremoval_reads_prepped_pe = CAT_FASTQ ( ch_adapterremoval_for_cat ).reads
 
         ch_adapterremoval_reads_prepped = ch_adapterremoval_reads_prepped_pe.mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
@@ -51,7 +52,7 @@ workflow SHORTREAD_ADAPTERREMOVAL {
                                                     .map {
                                                         meta, reads ->
                                                             def meta_new = meta.clone()
-                                                            meta_new['single_end'] = 1
+                                                            meta_new['single_end'] = true
 
                                                             [ meta_new, reads ]
                                                         }
@@ -65,13 +66,10 @@ workflow SHORTREAD_ADAPTERREMOVAL {
 
         ch_adapterremoval_reads_prepped_pe = ADAPTERREMOVAL_PAIRED.out.pair1_truncated
                                                 .join( ADAPTERREMOVAL_PAIRED.out.pair2_truncated )
-                                                .dump(tag: "pre-group")
                                                 .groupTuple(by: 0)
-                                                .dump(tag: "post-group")
                                                 .map { meta, pair1, pair2 ->
                                                         [ meta, [ pair1, pair2 ].flatten() ]
                                                 }
-                                                .dump(tag: "post-map")
 
 
         ch_adapterremoval_reads_prepped = ch_adapterremoval_reads_prepped_pe

From b04cfec2c2ad651e498bf8b0a21108ccb51a1a0a Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 1 Apr 2022 11:13:36 +0200
Subject: [PATCH 070/372] Prettier linting

---
 CITATIONS.md | 18 +++++++++++++++++-
 modules.json |  2 +-
 2 files changed, 18 insertions(+), 2 deletions(-)

diff --git a/CITATIONS.md b/CITATIONS.md
index 1018ccd..6e43999 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -13,9 +13,25 @@
 - [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/)
 
 - [MultiQC](https://pubmed.ncbi.nlm.nih.gov/27312411/)
+
   > Ewels P, Magnusson M, Lundin S, Käller M. MultiQC: summarize analysis results for multiple tools and samples in a single report. Bioinformatics. 2016 Oct 1;32(19):3047-8. doi: 10.1093/bioinformatics/btw354. Epub 2016 Jun 16. PubMed PMID: 27312411; PubMed Central PMCID: PMC5039924.
 
-* [Porechop](https://github.com/rrwick/Porechop)
+- [fastp](https://doi.org/10.1093/bioinformatics/bty560)
+
+  > Chen, Shifu, Yanqing Zhou, Yaru Chen, and Jia Gu. 2018. “Fastp: An Ultra-Fast All-in-One FASTQ Preprocessor.” Bioinformatics 34 (17): i884-90. 10.1093/bioinformatics/bty560.
+
+- [AdapterRemoval2](https://doi.org/10.1186/s13104-016-1900-2)
+
+  > Schubert, Mikkel, Stinus Lindgreen, and Ludovic Orlando. 2016. “AdapterRemoval v2: Rapid Adapter Trimming, Identification, and Read Merging.” BMC Research Notes 9 (February): 88. doi:10.1186/s13104-016-1900-2.
+
+- [Porechop](https://github.com/rrwick/Porechop)
+
+- [Kraken2](https://doi.org/10.1186/s13059-019-1891-0)
+
+  > Wood, Derrick E., Jennifer Lu, and Ben Langmead. 2019. “Improved Metagenomic Analysis with Kraken 2.” Genome Biology 20 (1): 257. doi: 10.1186/s13059-019-1891-0.
+
+- [MALT](https://doi.org/10.1038/s41559-017-0446-6)
+  > Vågene, Åshild J., Alexander Herbig, Michael G. Campana, Nelly M. Robles García, Christina Warinner, Susanna Sabin, Maria A. Spyrou, et al. 2018. “Salmonella Enterica Genomes from Victims of a Major Sixteenth-Century Epidemic in Mexico.” Nature Ecology & Evolution 2 (3): 520-28. doi: 10.1038/s41559-017-0446-6.
 
 ## Software packaging/containerisation tools
 
diff --git a/modules.json b/modules.json
index c4b2f12..dcfbd3f 100644
--- a/modules.json
+++ b/modules.json
@@ -35,4 +35,4 @@
             }
         }
     }
-}
\ No newline at end of file
+}

From df4f13319fde9e29d1ed5f0780d60aedccde04e5 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 1 Apr 2022 11:13:57 +0200
Subject: [PATCH 071/372] More linting

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

diff --git a/CITATIONS.md b/CITATIONS.md
index 6e43999..8f286b0 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -31,6 +31,7 @@
   > Wood, Derrick E., Jennifer Lu, and Ben Langmead. 2019. “Improved Metagenomic Analysis with Kraken 2.” Genome Biology 20 (1): 257. doi: 10.1186/s13059-019-1891-0.
 
 - [MALT](https://doi.org/10.1038/s41559-017-0446-6)
+
   > Vågene, Åshild J., Alexander Herbig, Michael G. Campana, Nelly M. Robles García, Christina Warinner, Susanna Sabin, Maria A. Spyrou, et al. 2018. “Salmonella Enterica Genomes from Victims of a Major Sixteenth-Century Epidemic in Mexico.” Nature Ecology & Evolution 2 (3): 520-28. doi: 10.1038/s41559-017-0446-6.
 
 ## Software packaging/containerisation tools

From 0d0b377dfb00b8ccd48b47be55b9bcba3dcbd582 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 1 Apr 2022 11:19:00 +0200
Subject: [PATCH 072/372] Add additional test

---
 .github/workflows/ci.yml | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index fb6de77..a8078e5 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -28,6 +28,10 @@ jobs:
           # Test latest edge release of Nextflow
           - NXF_VER: ""
             NXF_EDGE: "1"
+        parameters:
+          - "--shortread_clipmerge_tool fastp"
+          - "--shortread_clipmerge_tool adapterremoval"
+
     steps:
       - name: Check out pipeline code
         uses: actions/checkout@v2
@@ -47,6 +51,6 @@ jobs:
         # For example: adding multiple test runs with different parameters
         # Remember that you can parallelise this by using strategy.matrix
         run: |
-          nextflow run ${GITHUB_WORKSPACE} -profile test,docker --outdir ./results
+          nextflow run ${GITHUB_WORKSPACE} -profile test,docker --outdir ./results ${{ matrix.parameters }}
 
 #

From 14f2b7bd84956a2dadb6c2f69d39baf1c6f3e027 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 1 Apr 2022 15:34:05 +0200
Subject: [PATCH 073/372] Apply suggestions from code review

Co-authored-by: Moritz E. Beber <midnighter@posteo.net>
---
 subworkflows/local/shortread_adapterremoval.nf | 18 ++++++++----------
 subworkflows/local/shortread_preprocessing.nf  |  4 ++--
 2 files changed, 10 insertions(+), 12 deletions(-)

diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index b467a64..3701f7e 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -17,14 +17,16 @@ workflow SHORTREAD_ADAPTERREMOVAL {
 
     ch_input_for_adapterremoval = reads
                                     .branch{
-                                        single: it[0]['single_end'] == true
-                                        paired: it[0]['single_end'] == false
+                                        single: it[0].single_end
+                                        paired: !it[0].single_end
                                     }
 
     ADAPTERREMOVAL_SINGLE ( ch_input_for_adapterremoval.single, [] )
     ADAPTERREMOVAL_PAIRED ( ch_input_for_adapterremoval.paired, [] )
 
     if ( params.shortread_clipmerge_mergepairs && !params.shortread_clipmerge_excludeunmerged ) {
+        // due to the slightly ugly output implementation of the current AdapterRemoval2 module, each file
+        // has to be exported in a separate channel, and we must manually recombine when necessary
         ch_adapterremoval_for_cat = ADAPTERREMOVAL_PAIRED.out.collapsed
                                                 .mix(
                                                     ADAPTERREMOVAL_PAIRED.out.collapsed_truncated,
@@ -35,16 +37,14 @@ workflow SHORTREAD_ADAPTERREMOVAL {
                                                 .map {
                                                     meta, reads ->
                                                         def meta_new = meta.clone()
-                                                        meta_new['single_end'] = true
+                                                        meta_new.single_end = true
 
                                                         [ meta_new, reads ]
                                                     }
-                                                    .groupTuple(by: 0)
+                                                    .groupTuple()
 
 
-        ch_adapterremoval_reads_prepped_pe = CAT_FASTQ ( ch_adapterremoval_for_cat ).reads
-
-        ch_adapterremoval_reads_prepped = ch_adapterremoval_reads_prepped_pe.mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
+        ch_adapterremoval_reads_prepped = CAT_FASTQ ( ch_adapterremoval_for_cat ).reads.mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
 
     } else if ( params.shortread_clipmerge_mergepairs && params.shortread_clipmerge_excludeunmerged ) {
             ch_adapterremoval_for_cat = ADAPTERREMOVAL_PAIRED.out.collapsed
@@ -58,9 +58,7 @@ workflow SHORTREAD_ADAPTERREMOVAL {
                                                         }
                                                         .groupTuple(by: 0)
 
-            ch_adapterremoval_reads_prepped_pe = CAT_FASTQ ( ch_adapterremoval_for_cat ).reads
-
-            ch_adapterremoval_reads_prepped = ch_adapterremoval_reads_prepped_pe.mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
+            ch_adapterremoval_reads_prepped = CAT_FASTQ ( ch_adapterremoval_for_cat ).reads.mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
 
     } else {
 
diff --git a/subworkflows/local/shortread_preprocessing.nf b/subworkflows/local/shortread_preprocessing.nf
index f0a1ed4..1d0caac 100644
--- a/subworkflows/local/shortread_preprocessing.nf
+++ b/subworkflows/local/shortread_preprocessing.nf
@@ -21,8 +21,8 @@ workflow SHORTREAD_PREPROCESSING {
         ch_multiqc_files   =  ch_multiqc_files.mix( SHORTREAD_FASTP.out.mqc )
     } else if ( params.shortread_clipmerge_tool == "adapterremoval" ) {
         ch_processed_reads = SHORTREAD_ADAPTERREMOVAL ( reads ).reads
-        ch_versions        =  ch_versions.mix( SHORTREAD_ADAPTERREMOVAL.out.versions )
-        ch_multiqc_files   =  ch_multiqc_files.mix( SHORTREAD_ADAPTERREMOVAL.out.mqc )
+        ch_versions        = ch_versions.mix( SHORTREAD_ADAPTERREMOVAL.out.versions )
+        ch_multiqc_files   = ch_multiqc_files.mix( SHORTREAD_ADAPTERREMOVAL.out.mqc )
     } else {
         ch_processed_reads = reads
     }

From 03e832954f89e43a641033dcae059c1870c08b2e Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 1 Apr 2022 20:55:33 +0200
Subject: [PATCH 074/372] Update subworkflows/local/shortread_adapterremoval.nf

Co-authored-by: Moritz E. Beber <midnighter@posteo.net>
---
 subworkflows/local/shortread_adapterremoval.nf | 7 ++-----
 1 file changed, 2 insertions(+), 5 deletions(-)

diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index 3701f7e..ac8ff0f 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -62,15 +62,12 @@ workflow SHORTREAD_ADAPTERREMOVAL {
 
     } else {
 
-        ch_adapterremoval_reads_prepped_pe = ADAPTERREMOVAL_PAIRED.out.pair1_truncated
+        ch_adapterremoval_reads_prepped = ADAPTERREMOVAL_PAIRED.out.pair1_truncated
                                                 .join( ADAPTERREMOVAL_PAIRED.out.pair2_truncated )
-                                                .groupTuple(by: 0)
+                                                .groupTuple()
                                                 .map { meta, pair1, pair2 ->
                                                         [ meta, [ pair1, pair2 ].flatten() ]
                                                 }
-
-
-        ch_adapterremoval_reads_prepped = ch_adapterremoval_reads_prepped_pe
                                     .mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
     }
 

From 93aaa9eeacbf6211646853be0f4e18a94574e2f1 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 1 Apr 2022 21:36:22 +0200
Subject: [PATCH 075/372] Clean up AdapterRemoval and remove all debugging
 dumps

---
 subworkflows/local/db_check.nf                |  2 --
 subworkflows/local/input_check.nf             |  4 ---
 subworkflows/local/longread_preprocessing.nf  |  1 -
 .../local/shortread_adapterremoval.nf         | 32 ++++++++++---------
 workflows/taxprofiler.nf                      |  6 +---
 5 files changed, 18 insertions(+), 27 deletions(-)

diff --git a/subworkflows/local/db_check.nf b/subworkflows/local/db_check.nf
index bda5cfe..356915a 100644
--- a/subworkflows/local/db_check.nf
+++ b/subworkflows/local/db_check.nf
@@ -18,9 +18,7 @@ workflow DB_CHECK {
     parsed_samplesheet = DATABASE_CHECK ( dbsheet )
         .csv
         .splitCsv ( header:true, sep:',' )
-        .dump(tag: "db_split_csv_out")
         .map { create_db_channels(it) }
-        .dump(tag: "db_channel_prepped")
 
     ch_dbs_for_untar = parsed_samplesheet
         .branch {
diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index 4501386..ec404c2 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -12,7 +12,6 @@ workflow INPUT_CHECK {
     parsed_samplesheet = SAMPLESHEET_CHECK ( samplesheet )
         .csv
         .splitCsv ( header:true, sep:',' )
-        .dump(tag: "input_split_csv_out")
         .branch {
             fasta: it['fasta'] != ''
             nanopore: it['instrument_platform'] == 'OXFORD_NANOPORE'
@@ -21,17 +20,14 @@ workflow INPUT_CHECK {
 
     parsed_samplesheet.fastq
         .map { create_fastq_channel(it) }
-        .dump(tag: "fastq_channel_init")
         .set { fastq }
 
     parsed_samplesheet.nanopore
         .map { create_fastq_channel(it) }
-        .dump(tag: "fastq_nanopore_channel_init")
         .set { nanopore }
 
     parsed_samplesheet.fasta
         .map { create_fasta_channel(it) }
-        .dump(tag: "fasta_channel_init")
         .set { fasta }
 
     emit:
diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index 7c7c24b..a1515c7 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -16,7 +16,6 @@ workflow LONGREAD_PREPROCESSING {
     PORECHOP ( reads )
 
     ch_processed_reads = PORECHOP.out.reads
-                                .dump(tag: "pre_fastqc_check")
                                 .map {
                                         meta, reads ->
                                         def meta_new = meta.clone()
diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index ac8ff0f..5e005db 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -24,9 +24,10 @@ workflow SHORTREAD_ADAPTERREMOVAL {
     ADAPTERREMOVAL_SINGLE ( ch_input_for_adapterremoval.single, [] )
     ADAPTERREMOVAL_PAIRED ( ch_input_for_adapterremoval.paired, [] )
 
+    // due to the slightly ugly output implementation of the current AdapterRemoval2 version, each file
+    // has to be exported in a separate channel, and we must manually recombine when necessary
+
     if ( params.shortread_clipmerge_mergepairs && !params.shortread_clipmerge_excludeunmerged ) {
-        // due to the slightly ugly output implementation of the current AdapterRemoval2 module, each file
-        // has to be exported in a separate channel, and we must manually recombine when necessary
         ch_adapterremoval_for_cat = ADAPTERREMOVAL_PAIRED.out.collapsed
                                                 .mix(
                                                     ADAPTERREMOVAL_PAIRED.out.collapsed_truncated,
@@ -43,22 +44,23 @@ workflow SHORTREAD_ADAPTERREMOVAL {
                                                     }
                                                     .groupTuple()
 
-
-        ch_adapterremoval_reads_prepped = CAT_FASTQ ( ch_adapterremoval_for_cat ).reads.mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
+        ch_adapterremoval_reads_prepped = CAT_FASTQ ( ch_adapterremoval_for_cat ).reads
+                                            .mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
 
     } else if ( params.shortread_clipmerge_mergepairs && params.shortread_clipmerge_excludeunmerged ) {
-            ch_adapterremoval_for_cat = ADAPTERREMOVAL_PAIRED.out.collapsed
-                                                    .mix( ADAPTERREMOVAL_PAIRED.out.collapsed_truncated )
-                                                    .map {
-                                                        meta, reads ->
-                                                            def meta_new = meta.clone()
-                                                            meta_new['single_end'] = true
+        ch_adapterremoval_for_cat = ADAPTERREMOVAL_PAIRED.out.collapsed
+                                                .mix( ADAPTERREMOVAL_PAIRED.out.collapsed_truncated )
+                                                .map {
+                                                    meta, reads ->
+                                                        def meta_new = meta.clone()
+                                                        meta_new['single_end'] = true
 
-                                                            [ meta_new, reads ]
-                                                        }
-                                                        .groupTuple(by: 0)
+                                                        [ meta_new, reads ]
+                                                    }
+                                                    .groupTuple(by: 0)
 
-            ch_adapterremoval_reads_prepped = CAT_FASTQ ( ch_adapterremoval_for_cat ).reads.mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
+        ch_adapterremoval_reads_prepped = CAT_FASTQ ( ch_adapterremoval_for_cat ).reads
+                                            .mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
 
     } else {
 
@@ -68,7 +70,7 @@ workflow SHORTREAD_ADAPTERREMOVAL {
                                                 .map { meta, pair1, pair2 ->
                                                         [ meta, [ pair1, pair2 ].flatten() ]
                                                 }
-                                    .mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
+                                            .mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
     }
 
     ch_processed_reads = ch_adapterremoval_reads_prepped
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index af5c54d..ce89a91 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -18,6 +18,7 @@ for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true
 if (params.input    ) { ch_input     = file(params.input)     } else { exit 1, 'Input samplesheet not specified!' }
 if (params.databases) { ch_databases = file(params.databases) } else { exit 1, 'Input database sheet not specified!' }
 if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] warning: MALT does not except uncollapsed paired-reads. Pairs will be profiled as separate files."
+if (params.shortread_clipmerge_excludeunmerged && !params.shortread_clipmerge_mergepairs) exit 1, "[nf-core/taxprofiler] error: cannot include unmerged reads when merging not turned on. Please specify --shortread_clipmerge_mergepairs"
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -126,7 +127,6 @@ workflow TAXPROFILER {
     ch_input_for_profiling = ch_shortreads_preprocessed
             .mix( ch_longreads_preprocessed )
             .combine(DB_CHECK.out.dbs)
-            .dump(tag: "reads_plus_db_clean")
             .branch {
                 malt:    it[2]['tool'] == 'malt'
                 kraken2: it[2]['tool'] == 'kraken2'
@@ -141,9 +141,7 @@ workflow TAXPROFILER {
     // loading takes a long time, so we only want to run it once per database
     // TODO document somewhere we only accept illumina short reads for MALT?
     ch_input_for_malt =  ch_input_for_profiling.malt
-                            .dump(tag: "input_to_malt_prefilter")
                             .filter { it[0]['instrument_platform'] == 'ILLUMINA' }
-                            .dump(tag: "input_to_malt_postfilter")
                             .map {
                                 it ->
                                     def temp_meta =  [ id: it[2]['db_name']]  + it[2]
@@ -151,7 +149,6 @@ workflow TAXPROFILER {
                                     [ temp_meta, it[1], db ]
                             }
                             .groupTuple(by: [0,2])
-                            .dump(tag: "input_to_malt")
                             .multiMap {
                                 it ->
                                     reads: [ it[0], it[1].flatten() ]
@@ -160,7 +157,6 @@ workflow TAXPROFILER {
 
     // We can run Kraken2 one-by-one sample-wise
     ch_input_for_kraken2 =  ch_input_for_profiling.kraken2
-                            .dump(tag: "input_to_kraken")
                             .multiMap {
                                 it ->
                                     reads: [ it[0] + it[2], it[1] ]

From 4d2960c06fedfb052ce38b70c90197ea8ae8f9fc Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Fri, 18 Mar 2022 15:38:19 +0100
Subject: [PATCH 076/372] chore: add metaphlan3 module

---
 modules.json                                |  3 ++
 modules/nf-core/modules/metaphlan3/main.nf  | 45 ++++++++++++++++++
 modules/nf-core/modules/metaphlan3/meta.yml | 52 +++++++++++++++++++++
 3 files changed, 100 insertions(+)
 create mode 100644 modules/nf-core/modules/metaphlan3/main.nf
 create mode 100644 modules/nf-core/modules/metaphlan3/meta.yml

diff --git a/modules.json b/modules.json
index dcfbd3f..9953edb 100644
--- a/modules.json
+++ b/modules.json
@@ -24,6 +24,9 @@
             "malt/run": {
                 "git_sha": "72b96f4e504eef673f2b5c13560a9d90b669129b"
             },
+            "metaphlan3": {
+                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+            },
             "multiqc": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
diff --git a/modules/nf-core/modules/metaphlan3/main.nf b/modules/nf-core/modules/metaphlan3/main.nf
new file mode 100644
index 0000000..3fc6b27
--- /dev/null
+++ b/modules/nf-core/modules/metaphlan3/main.nf
@@ -0,0 +1,45 @@
+process METAPHLAN3 {
+    tag "$meta.id"
+    label 'process_high'
+
+    conda (params.enable_conda ? 'bioconda::metaphlan=3.0.12' : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/metaphlan:3.0.12--pyhb7b1952_0' :
+        'quay.io/biocontainers/metaphlan:3.0.12--pyhb7b1952_0' }"
+
+    input:
+    tuple val(meta), path(input)
+    path metaphlan_db
+
+    output:
+    tuple val(meta), path("*_profile.txt")   ,                emit: profile
+    tuple val(meta), path("*.biom")          ,                emit: biom
+    tuple val(meta), path('*.bowtie2out.txt'), optional:true, emit: bt2out
+    path "versions.yml"                      ,                emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    def input_type  = ("$input".endsWith(".fastq.gz")) ? "--input_type fastq" :  ("$input".contains(".fasta")) ? "--input_type fasta" : ("$input".endsWith(".bowtie2out.txt")) ? "--input_type bowtie2out" : "--input_type sam"
+    def input_data  = ("$input_type".contains("fastq")) && !meta.single_end ? "${input[0]},${input[1]}" : "$input"
+    def bowtie2_out = "$input_type" == "--input_type bowtie2out" || "$input_type" == "--input_type sam" ? '' : "--bowtie2out ${prefix}.bowtie2out.txt"
+
+    """
+    metaphlan \\
+        --nproc $task.cpus \\
+        $input_type \\
+        $input_data \\
+        $args \\
+        $bowtie2_out \\
+        --bowtie2db ${metaphlan_db} \\
+        --biom ${prefix}.biom \\
+        --output_file ${prefix}_profile.txt
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        metaphlan3: \$(metaphlan --version 2>&1 | awk '{print \$3}')
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/metaphlan3/meta.yml b/modules/nf-core/modules/metaphlan3/meta.yml
new file mode 100644
index 0000000..d10a27d
--- /dev/null
+++ b/modules/nf-core/modules/metaphlan3/meta.yml
@@ -0,0 +1,52 @@
+name: metaphlan3
+description: MetaPhlAn is a tool for profiling the composition of microbial communities from metagenomic shotgun sequencing data.
+keywords:
+  - metagenomics
+  - classification
+  - fastq
+  - bam
+  - fasta
+tools:
+  - metaphlan3:
+      description: Identify clades (phyla to species) present in the metagenome obtained from a microbiome sample and their relative abundance
+      homepage: https://huttenhower.sph.harvard.edu/metaphlan/
+      documentation: https://github.com/biobakery/MetaPhlAn
+      doi: "10.7554/eLife.65088"
+      licence: ["MIT License"]
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - input:
+      type: file
+      description: Metaphlan 3.0 can classify the metagenome from a variety of input data types, including FASTQ files (single-end and paired-end), FASTA, bowtie2-produced SAM files (produced from alignments to the MetaPHlAn marker database) and intermediate bowtie2 alignment files (bowtie2out)
+      pattern: "*.{fastq.gz, fasta, fasta.gz, sam, bowtie2out.txt}"
+
+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"
+  - profile:
+      type: file
+      description: Tab-separated output file of the predicted taxon relative abundances
+      pattern: "*.{txt}"
+  - biom:
+      type: file
+      description: General-use format for representing biological sample by observation contingency tables
+      pattern: "*.{biom}"
+  - bowtie2out:
+      type: file
+      description: Intermediate Bowtie2 output produced from mapping the metagenome against the MetaPHlAn marker database ( not compatible with `bowtie2out` files generated with MetaPhlAn versions below 3 )
+      pattern: "*.{bowtie2out.txt}"
+
+authors:
+  - "@MGordon09"

From 69db9206108c7926a25b45aba7401e406e36b4c3 Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Fri, 18 Mar 2022 16:01:33 +0100
Subject: [PATCH 077/372] feat: include metaphlan3 in workflow

---
 workflows/taxprofiler.nf | 14 +++++++++++++-
 1 file changed, 13 insertions(+), 1 deletion(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index ce89a91..a61580c 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -60,7 +60,7 @@ include { CUSTOM_DUMPSOFTWAREVERSIONS } from '../modules/nf-core/modules/custom/
 include { CAT_FASTQ                   } from '../modules/nf-core/modules/cat/fastq/main'
 include { MALT_RUN                    } from '../modules/nf-core/modules/malt/run/main'
 include { KRAKEN2_KRAKEN2             } from '../modules/nf-core/modules/kraken2/kraken2/main'
-
+include { METAPHLAN3                  } from '../modules/nf-core/modules/metaphlan3/main'
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -130,6 +130,7 @@ workflow TAXPROFILER {
             .branch {
                 malt:    it[2]['tool'] == 'malt'
                 kraken2: it[2]['tool'] == 'kraken2'
+                metaphlan3: it[2]['tool'] == 'metaphlan3'
                 unknown: true
             }
 
@@ -163,6 +164,13 @@ workflow TAXPROFILER {
                                     db: it[3]
                             }
 
+    ch_input_for_metaphlan3 = ch_input_for_profiling.metaphlan3
+                            .multiMap {
+                                it ->
+                                    reads: [ it[0] + it[2], it[1] ]
+                                    db: it[3]
+                            }
+
     /*
         MODULE: RUN PROFILING
     */
@@ -174,6 +182,10 @@ workflow TAXPROFILER {
         KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db  )
     }
 
+    if ( params.run_metaphlan3 ) {
+        METAPHLAN3 ( ch_input_for_metaphlan3.reads, ch_input_for_metaphlan3.db )
+    }
+
     /*
         MODULE: MultiQC
     */

From a425a322f294f49f0588123a555533e292bacfc7 Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Fri, 18 Mar 2022 20:50:18 +0100
Subject: [PATCH 078/372] refactor: make metaphlan3 run in workflow

---
 nextflow.config                   | 3 +++
 subworkflows/local/input_check.nf | 6 +++---
 workflows/taxprofiler.nf          | 3 ++-
 3 files changed, 8 insertions(+), 4 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index 7be36a6..9f3b103 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -71,6 +71,9 @@ params {
 
     // kraken2
     run_kraken2                = false
+
+    // metaphlan3
+    run_metaphlan3             = false
 }
 
 // Load base.config by default for all pipelines
diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index ec404c2..e8669b3 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -31,9 +31,9 @@ workflow INPUT_CHECK {
         .set { fasta }
 
     emit:
-    fastq                                     // channel: [ val(meta), [ reads ] ]
-    nanopore                                  // channel: [ val(meta), [ reads ] ]
-    fasta                                     // channel: [ val(meta), fasta ]
+    fastq = fastq ?: []                       // channel: [ val(meta), [ reads ] ]
+    nanopore = nanopore ?: []                 // channel: [ val(meta), [ reads ] ]
+    fasta = fasta ?: []                       // channel: [ val(meta), fasta ]
     versions = SAMPLESHEET_CHECK.out.versions // channel: [ versions.yml ]
 }
 
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index a61580c..99a1685 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -165,9 +165,10 @@ workflow TAXPROFILER {
                             }
 
     ch_input_for_metaphlan3 = ch_input_for_profiling.metaphlan3
+                            .dump(tag: "input_metaphlan3")
                             .multiMap {
                                 it ->
-                                    reads: [ it[0] + it[2], it[1] ]
+                                    reads: [it[0] + it[2], it[1][0]]
                                     db: it[3]
                             }
 

From fb9afa013afa33c08554a740b73bd18ee6a1d57e Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Fri, 1 Apr 2022 16:33:22 +0200
Subject: [PATCH 079/372] fix: add metaphlan parameter to schema

---
 nextflow_schema.json | 20 +++++++++++++++++---
 1 file changed, 17 insertions(+), 3 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index fb2ca31..358ba64 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -173,7 +176,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -282,6 +292,10 @@
         "run_kraken2": {
             "type": "boolean"
         },
+        "run_metaphlan3": {
+            "type": "boolean",
+            "description": "Enable MetaPhlAn for taxonomic profiling"
+        },
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
@@ -306,4 +320,4 @@
             "default": 15
         }
     }
-}
+}
\ No newline at end of file

From e579f9f5f33899336ea449eea41302ec0e8657f0 Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Sat, 2 Apr 2022 00:28:54 +0200
Subject: [PATCH 080/372] style: apply prettier

---
 nextflow_schema.json | 16 +++-------------
 1 file changed, 3 insertions(+), 13 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 358ba64..1efdea8 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -320,4 +310,4 @@
             "default": 15
         }
     }
-}
\ No newline at end of file
+}

From 95ed86516b445b42e1703cd2c7c020c45fabbfb3 Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Sat, 2 Apr 2022 13:59:10 +0200
Subject: [PATCH 081/372] chore: add citation

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

diff --git a/CITATIONS.md b/CITATIONS.md
index 8f286b0..0b35cce 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -34,6 +34,12 @@
 
   > Vågene, Åshild J., Alexander Herbig, Michael G. Campana, Nelly M. Robles García, Christina Warinner, Susanna Sabin, Maria A. Spyrou, et al. 2018. “Salmonella Enterica Genomes from Victims of a Major Sixteenth-Century Epidemic in Mexico.” Nature Ecology & Evolution 2 (3): 520-28. doi: 10.1038/s41559-017-0446-6.
 
+- [Porechop](https://github.com/rrwick/Porechop)
+
+- [MetaPhlAn3](https://doi.org/10.7554/eLife.65088)
+
+  > Beghini, Francesco, Lauren J McIver, Aitor Blanco-Míguez, Leonard Dubois, Francesco Asnicar, Sagun Maharjan, Ana Mailyan, et al. 2021. “Integrating Taxonomic, Functional, and Strain-Level Profiling of Diverse Microbial Communities with BioBakery 3.” Edited by Peter Turnbaugh, Eduardo Franco, and C Titus Brown. ELife 10 (May): e65088.
+
 ## Software packaging/containerisation tools
 
 - [Anaconda](https://anaconda.com)

From b0b5936fe847fd416d4f223f9f1051425fddac73 Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Sat, 2 Apr 2022 14:44:27 +0200
Subject: [PATCH 082/372] chore: configure output for metaphlan3

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

diff --git a/conf/modules.config b/conf/modules.config
index dc8b138..5dfaa82 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -170,6 +170,15 @@ process {
         ]
     }
 
+    withName: METAPHLAN3 {
+        publishDir = [
+            path: { "${params.outdir}/metaphlan3/${metaphlan_db.simpleName}" },
+            mode: params.publish_dir_mode,
+            pattern: '*.{biom,txt}'
+        ]
+        ext.prefix = { "${meta.id}-${meta.run_accession}-${metaphlan_db.simpleName}" }
+    }
+
     withName: CUSTOM_DUMPSOFTWAREVERSIONS {
         publishDir = [
             path: { "${params.outdir}/pipeline_info" },

From 996b3f49126b68e273dbc94dd46302f0490a8168 Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Sat, 2 Apr 2022 14:44:48 +0200
Subject: [PATCH 083/372] fix: correct the input shape to metaphlan3

---
 workflows/taxprofiler.nf | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 99a1685..54ede13 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -168,7 +168,7 @@ workflow TAXPROFILER {
                             .dump(tag: "input_metaphlan3")
                             .multiMap {
                                 it ->
-                                    reads: [it[0] + it[2], it[1][0]]
+                                    reads: [it[0] + it[2], it[1]]
                                     db: it[3]
                             }
 
@@ -217,6 +217,7 @@ workflow TAXPROFILER {
 
     // TODO MALT results overwriting per database?
     // TODO Versions for Karken/MALT not report?
+    // TODO create multiQC module for metaphlan
     MULTIQC (
         ch_multiqc_files.collect()
     )

From 817678d870389a5b88b99bcf4dc7290c71dd416b Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Sat, 2 Apr 2022 14:45:07 +0200
Subject: [PATCH 084/372] chore: add metaphlan3 run to test profile

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

diff --git a/conf/test.config b/conf/test.config
index 92a10e4..b8cd47c 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -26,6 +26,7 @@ params {
     databases           = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
     run_kraken2         = true
     run_malt            = true
+    run_metaphlan3      = true
     shortread_clipmerge = true
 
 }

From 70862570e0334e0af3a039fe790158f57c88b86d Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Sat, 2 Apr 2022 14:58:07 +0200
Subject: [PATCH 085/372] fix: use same naming scheme

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

diff --git a/conf/modules.config b/conf/modules.config
index 5dfaa82..37b1f2f 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -172,11 +172,11 @@ process {
 
     withName: METAPHLAN3 {
         publishDir = [
-            path: { "${params.outdir}/metaphlan3/${metaphlan_db.simpleName}" },
+            path: { "${params.outdir}/metaphlan3/${meta.db_name}" },
             mode: params.publish_dir_mode,
             pattern: '*.{biom,txt}'
         ]
-        ext.prefix = { "${meta.id}-${meta.run_accession}-${metaphlan_db.simpleName}" }
+        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
     }
 
     withName: CUSTOM_DUMPSOFTWAREVERSIONS {

From 562fa426962da46946bf9411ac3b6f68b4ae8d96 Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Sat, 2 Apr 2022 15:00:55 +0200
Subject: [PATCH 086/372] fix: remove duplicate porechop entry

---
 CITATIONS.md | 2 --
 1 file changed, 2 deletions(-)

diff --git a/CITATIONS.md b/CITATIONS.md
index 0b35cce..b18f841 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -34,8 +34,6 @@
 
   > Vågene, Åshild J., Alexander Herbig, Michael G. Campana, Nelly M. Robles García, Christina Warinner, Susanna Sabin, Maria A. Spyrou, et al. 2018. “Salmonella Enterica Genomes from Victims of a Major Sixteenth-Century Epidemic in Mexico.” Nature Ecology & Evolution 2 (3): 520-28. doi: 10.1038/s41559-017-0446-6.
 
-- [Porechop](https://github.com/rrwick/Porechop)
-
 - [MetaPhlAn3](https://doi.org/10.7554/eLife.65088)
 
   > Beghini, Francesco, Lauren J McIver, Aitor Blanco-Míguez, Leonard Dubois, Francesco Asnicar, Sagun Maharjan, Ana Mailyan, et al. 2021. “Integrating Taxonomic, Functional, and Strain-Level Profiling of Diverse Microbial Communities with BioBakery 3.” Edited by Peter Turnbaugh, Eduardo Franco, and C Titus Brown. ELife 10 (May): e65088.

From 4e22bc961084688ce9a0c6f8d1d564b70b7af912 Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Sat, 2 Apr 2022 15:20:36 +0200
Subject: [PATCH 087/372] fix: force UTF-8 in different locale?

---
 nextflow.config | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/nextflow.config b/nextflow.config
index 9f3b103..588c0cf 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -158,7 +158,8 @@ if (!params.igenomes_ignore) {
 // See https://apeltzer.github.io/post/03-julia-lang-nextflow/ for details on that. Once we have a common agreement on where to keep Julia packages, this is adjustable.
 
 env {
-    PYTHONNOUSERSITE = 1
+    PYTHONNOUSERSITE = '1'
+    PYTHONUTF8       = '1'  // MetaPhlAn3 may fail with a UnicodeDecodeError if the locale is not set appropriately.
     R_PROFILE_USER   = "/.Rprofile"
     R_ENVIRON_USER   = "/.Renviron"
     JULIA_DEPOT_PATH = "/usr/local/share/julia"

From 41526e8a64bdbf40cc28a941e1aaa2430aa66a5d Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Sat, 2 Apr 2022 15:44:39 +0200
Subject: [PATCH 088/372] try to fix locale

---
 .github/workflows/ci.yml | 8 ++++++++
 nextflow.config          | 2 +-
 2 files changed, 9 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a8078e5..b8975b5 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -46,6 +46,14 @@ jobs:
           wget -qO- get.nextflow.io | bash
           sudo mv nextflow /usr/local/bin/
 
+      - name: Show current locale
+        run: locale
+
+      - name: Set UTF-8 enabled locale
+        run: |
+          sudo locale-gen en_US.UTF-8
+          sudo update-locale LANG=en_US.UTF-8
+
       - 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/nextflow.config b/nextflow.config
index 588c0cf..cd6de9c 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -159,7 +159,7 @@ if (!params.igenomes_ignore) {
 
 env {
     PYTHONNOUSERSITE = '1'
-    PYTHONUTF8       = '1'  // MetaPhlAn3 may fail with a UnicodeDecodeError if the locale is not set appropriately.
+    // PYTHONUTF8       = '1'  // MetaPhlAn3 may fail with a UnicodeDecodeError if the locale is not set appropriately.
     R_PROFILE_USER   = "/.Rprofile"
     R_ENVIRON_USER   = "/.Renviron"
     JULIA_DEPOT_PATH = "/usr/local/share/julia"

From b055df5ea076e2d82071eba9e3e692ce9d43e976 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sat, 2 Apr 2022 17:02:05 +0200
Subject: [PATCH 089/372] Add bbduk complexity (entropy-based) filtering

---
 CITATIONS.md                                  |  2 +
 conf/modules.config                           | 15 +++--
 modules.json                                  |  3 +
 modules/nf-core/modules/bbmap/bbduk/main.nf   | 43 ++++++++++++
 modules/nf-core/modules/bbmap/bbduk/meta.yml  | 52 +++++++++++++++
 nextflow.config                               |  7 ++
 nextflow_schema.json                          | 21 +++++-
 subworkflows/local/longread_preprocessing.nf  |  8 +--
 .../local/shortread_adapterremoval.nf         |  6 +-
 .../local/shortread_complexityfiltering.nf    | 28 ++++++++
 subworkflows/local/shortread_fastp.nf         | 10 +--
 subworkflows/local/shortread_preprocessing.nf |  6 +-
 workflows/taxprofiler.nf                      | 66 ++++++++++++-------
 13 files changed, 222 insertions(+), 45 deletions(-)
 create mode 100644 modules/nf-core/modules/bbmap/bbduk/main.nf
 create mode 100644 modules/nf-core/modules/bbmap/bbduk/meta.yml
 create mode 100644 subworkflows/local/shortread_complexityfiltering.nf

diff --git a/CITATIONS.md b/CITATIONS.md
index 8f286b0..0eb8141 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -26,6 +26,8 @@
 
 - [Porechop](https://github.com/rrwick/Porechop)
 
+- [BBTools](http://sourceforge.net/projects/bbmap/)
+
 - [Kraken2](https://doi.org/10.1186/s13059-019-1891-0)
 
   > Wood, Derrick E., Jennifer Lu, and Ben Langmead. 2019. “Improved Metagenomic Analysis with Kraken 2.” Genome Biology 20 (1): 257. doi: 10.1186/s13059-019-1891-0.
diff --git a/conf/modules.config b/conf/modules.config
index dc8b138..601f915 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -132,7 +132,6 @@ process {
         ]
     }
 
-
     withName: PORECHOP {
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
@@ -142,11 +141,17 @@ process {
         ]
     }
 
-    withName: CAT_FASTQ {
+    withName: BBMAP_BBDUK {
+        ext.args =  [
+                "entropy=${params.shortread_complexityfilter_bbduk_entropy}",
+                "entropywindow=${params.shortread_complexityfilter_bbduk_windowsize}",
+                params.shortread_complexityfilter_bbduk_mask ?  "entropymask=t" : "entropymask=f"
+            ].join(' ').trim()
+        ext.prefix = { "${meta.id}-${meta.run_accession}" }
         publishDir = [
-            path: { "${params.outdir}/prepared_sequences" },
-            mode: 'copy',
-            pattern: '*.fastq.gz'
+            path: { "${params.outdir}/bbduk/" },
+            mode: params.publish_dir_mode,
+            pattern: '*.{fastq.gz,log}'
         ]
     }
 
diff --git a/modules.json b/modules.json
index dcfbd3f..64e6c3c 100644
--- a/modules.json
+++ b/modules.json
@@ -6,6 +6,9 @@
             "adapterremoval": {
                 "git_sha": "f0800157544a82ae222931764483331a81812012"
             },
+            "bbmap/bbduk": {
+                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+            },
             "cat/fastq": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
diff --git a/modules/nf-core/modules/bbmap/bbduk/main.nf b/modules/nf-core/modules/bbmap/bbduk/main.nf
new file mode 100644
index 0000000..0ae005e
--- /dev/null
+++ b/modules/nf-core/modules/bbmap/bbduk/main.nf
@@ -0,0 +1,43 @@
+process BBMAP_BBDUK {
+    tag "$meta.id"
+    label 'process_medium'
+
+    conda (params.enable_conda ? "bioconda::bbmap=38.90" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/bbmap:38.90--he522d1c_1' :
+        'quay.io/biocontainers/bbmap:38.90--he522d1c_1' }"
+
+    input:
+    tuple val(meta), path(reads)
+    path contaminants
+
+    output:
+    tuple val(meta), path('*.fastq.gz'), emit: reads
+    tuple val(meta), path('*.log')     , emit: log
+    path "versions.yml"                , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    def raw      = meta.single_end ? "in=${reads[0]}" : "in1=${reads[0]} in2=${reads[1]}"
+    def trimmed  = meta.single_end ? "out=${prefix}.fastq.gz" : "out1=${prefix}_1.fastq.gz out2=${prefix}_2.fastq.gz"
+    def contaminants_fa = contaminants ? "ref=$contaminants" : ''
+    """
+    maxmem=\$(echo \"$task.memory\"| sed 's/ GB/g/g')
+    bbduk.sh \\
+        -Xmx\$maxmem \\
+        $raw \\
+        $trimmed \\
+        threads=$task.cpus \\
+        $args \\
+        $contaminants_fa \\
+        &> ${prefix}.bbduk.log
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        bbmap: \$(bbversion.sh)
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/bbmap/bbduk/meta.yml b/modules/nf-core/modules/bbmap/bbduk/meta.yml
new file mode 100644
index 0000000..6abd3d9
--- /dev/null
+++ b/modules/nf-core/modules/bbmap/bbduk/meta.yml
@@ -0,0 +1,52 @@
+name: bbmap_bbduk
+description: Adapter and quality trimming of sequencing reads
+keywords:
+  - trimming
+  - adapter trimming
+  - quality trimming
+tools:
+  - bbmap:
+      description: BBMap is a short read aligner, as well as various other bioinformatic tools.
+      homepage: https://jgi.doe.gov/data-and-tools/bbtools/bb-tools-user-guide/
+      documentation: https://jgi.doe.gov/data-and-tools/bbtools/bb-tools-user-guide/
+      tool_dev_url: None
+      doi: ""
+      licence: ["UC-LBL license (see package)"]
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - reads:
+      type: file
+      description: |
+        List of input FastQ files of size 1 and 2 for single-end and paired-end data,
+        respectively.
+  - contaminants:
+      type: file
+      description: |
+        Reference files containing adapter and/or contaminant sequences for sequence kmer matching
+
+output:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - reads:
+      type: file
+      description: The trimmed/modified fastq reads
+      pattern: "*fastq.gz"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+  - log:
+      type: file
+      description: Bbduk log file
+      pattern: "*bbduk.log"
+
+authors:
+  - "@MGordon09"
diff --git a/nextflow.config b/nextflow.config
index 7be36a6..d57743a 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -65,6 +65,13 @@ params {
     shortread_clipmerge_minlength           = 15
     longread_clip                           = false
 
+    // Complexity filtering
+    shortread_complexityfilter                  = false
+    shortread_complexityfilter_tool             = 'bbduk'
+    shortread_complexityfilter_bbduk_entropy    = 0.3
+    shortread_complexityfilter_bbduk_windowsize = 50
+    shortread_complexityfilter_bbduk_mask       = false
+
     // MALT
     run_malt                   = false
     malt_mode                  = 'BlastN'
diff --git a/nextflow_schema.json b/nextflow_schema.json
index fb2ca31..bd8b438 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -266,8 +266,7 @@
             "type": "boolean"
         },
         "shortread_clipmerge_excludeunmerged": {
-            "type": "boolean",
-            "default": false
+            "type": "boolean"
         },
         "longread_clip": {
             "type": "boolean"
@@ -304,6 +303,24 @@
         "shortread_clipmerge_minlength": {
             "type": "integer",
             "default": 15
+        },
+        "shortread_complexityfilter_tool": {
+            "type": "string",
+            "default": "bbduk"
+        },
+        "shortread_complexityfilter_bbduk_entropy": {
+            "type": "number",
+            "default": 0.3
+        },
+        "shortread_complexityfilter_bbduk_windowsize": {
+            "type": "integer",
+            "default": 50
+        },
+        "shortread_complexityfilter_bbduk_mask": {
+            "type": "boolean"
+        },
+        "shortread_complexityfilter": {
+            "type": "boolean"
         }
     }
 }
diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index a1515c7..2fa5f3b 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -1,6 +1,6 @@
-/*
-Process long raw reads with porechop
-*/
+//
+// Process long raw reads with porechop
+//
 
 include { FASTQC as FASTQC_PROCESSED } from '../../modules/nf-core/modules/fastqc/main'
 include { PORECHOP                   } from '../../modules/nf-core/modules/porechop/main'
@@ -25,7 +25,7 @@ workflow LONGREAD_PREPROCESSING {
 
     FASTQC_PROCESSED ( PORECHOP.out.reads )
     ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
-    ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip.collect{it[1]} )
+    ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip )
 
 
     emit:
diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index 5e005db..b173e4c 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -1,6 +1,6 @@
-/*
-Process short raw reads with AdapterRemoval
-*/
+//
+// Process short raw reads with AdapterRemoval
+//
 
 include { ADAPTERREMOVAL as ADAPTERREMOVAL_SINGLE       } from '../../modules/nf-core/modules/adapterremoval/main'
 include { ADAPTERREMOVAL as ADAPTERREMOVAL_PAIRED       } from '../../modules/nf-core/modules/adapterremoval/main'
diff --git a/subworkflows/local/shortread_complexityfiltering.nf b/subworkflows/local/shortread_complexityfiltering.nf
new file mode 100644
index 0000000..3d69ed6
--- /dev/null
+++ b/subworkflows/local/shortread_complexityfiltering.nf
@@ -0,0 +1,28 @@
+//
+// Check input samplesheet and get read channels
+//
+
+include { BBMAP_BBDUK } from '../../modules/nf-core/modules/bbmap/bbduk/main'
+
+workflow SHORTREAD_COMPLEXITYFILTERING {
+    take:
+    reads // [ [ meta ], [ reads ] ]
+
+    main:
+    ch_versions       = Channel.empty()
+    ch_multiqc_files  = Channel.empty()
+
+    if ( params.shortread_complexityfilter_tool == 'bbduk' ) {
+        ch_filtered_reads = BBMAP_BBDUK ( reads, [] ).reads
+        ch_versions        =  ch_versions.mix( BBMAP_BBDUK.out.versions.first() )
+        ch_multiqc_files   =  ch_multiqc_files.mix( BBMAP_BBDUK.out.log )
+    } else {
+        ch_filtered_reads = reads
+    }
+
+    emit:
+    reads    = ch_filtered_reads    // channel: [ val(meta), [ reads ] ]
+    versions = ch_versions          // channel: [ versions.yml ]
+    mqc      = ch_multiqc_files
+}
+
diff --git a/subworkflows/local/shortread_fastp.nf b/subworkflows/local/shortread_fastp.nf
index 48817db..18baf17 100644
--- a/subworkflows/local/shortread_fastp.nf
+++ b/subworkflows/local/shortread_fastp.nf
@@ -1,6 +1,6 @@
-/*
-Process short raw reads with FastP
-*/
+//
+// Process short raw reads with FastP
+//
 
 include { FASTP as FASTP_SINGLE       } from '../../modules/nf-core/modules/fastp/main'
 include { FASTP as FASTP_PAIRED       } from '../../modules/nf-core/modules/fastp/main'
@@ -44,8 +44,8 @@ workflow SHORTREAD_FASTP {
 
     ch_processed_reads = ch_fastp_reads_prepped
 
-    ch_multiqc_files = ch_multiqc_files.mix( FASTP_SINGLE.out.json.collect{it[1]} )
-    ch_multiqc_files = ch_multiqc_files.mix( FASTP_PAIRED.out.json.collect{it[1]} )
+    ch_multiqc_files = ch_multiqc_files.mix( FASTP_SINGLE.out.json )
+    ch_multiqc_files = ch_multiqc_files.mix( FASTP_PAIRED.out.json )
 
     emit:
     reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]
diff --git a/subworkflows/local/shortread_preprocessing.nf b/subworkflows/local/shortread_preprocessing.nf
index 1d0caac..b0ac25e 100644
--- a/subworkflows/local/shortread_preprocessing.nf
+++ b/subworkflows/local/shortread_preprocessing.nf
@@ -1,5 +1,5 @@
 //
-// Check input samplesheet and get read channels
+// Perform read trimming and merging
 //
 
 
@@ -9,7 +9,7 @@ include { FASTQC as FASTQC_PROCESSED       } from '../../modules/nf-core/modules
 
 workflow SHORTREAD_PREPROCESSING {
     take:
-    reads // file: /path/to/samplesheet.csv
+    reads //  [ [ meta ], [ reads ] ]
 
     main:
     ch_versions       = Channel.empty()
@@ -29,7 +29,7 @@ workflow SHORTREAD_PREPROCESSING {
 
     FASTQC_PROCESSED ( ch_processed_reads )
     ch_versions = ch_versions.mix( FASTQC_PROCESSED.out.versions )
-    ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip.collect{it[1]} )
+    ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip )
 
     emit:
     reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index ce89a91..a403589 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -40,9 +40,10 @@ ch_multiqc_custom_config = params.multiqc_config ? Channel.fromPath(params.multi
 //
 include { INPUT_CHECK             } from '../subworkflows/local/input_check'
 
-include { DB_CHECK                } from '../subworkflows/local/db_check'
-include { SHORTREAD_PREPROCESSING } from '../subworkflows/local/shortread_preprocessing'
-include { LONGREAD_PREPROCESSING  } from '../subworkflows/local/longread_preprocessing'
+include { DB_CHECK                      } from '../subworkflows/local/db_check'
+include { SHORTREAD_PREPROCESSING       } from '../subworkflows/local/shortread_preprocessing'
+include { LONGREAD_PREPROCESSING        } from '../subworkflows/local/longread_preprocessing'
+include { SHORTREAD_COMPLEXITYFILTERING } from '../subworkflows/local/shortread_complexityfiltering'
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -61,7 +62,6 @@ include { CAT_FASTQ                   } from '../modules/nf-core/modules/cat/fas
 include { MALT_RUN                    } from '../modules/nf-core/modules/malt/run/main'
 include { KRAKEN2_KRAKEN2             } from '../modules/nf-core/modules/kraken2/kraken2/main'
 
-
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
     RUN MAIN WORKFLOW
@@ -98,10 +98,6 @@ workflow TAXPROFILER {
 
     ch_versions = ch_versions.mix(FASTQC.out.versions.first())
 
-    CUSTOM_DUMPSOFTWAREVERSIONS (
-        ch_versions.unique().collectFile(name: 'collated_versions.yml')
-    )
-
     /*
         SUBWORKFLOW: PERFORM PREPROCESSING
     */
@@ -114,17 +110,26 @@ workflow TAXPROFILER {
     if ( params.longread_clip ) {
         ch_longreads_preprocessed = LONGREAD_PREPROCESSING ( INPUT_CHECK.out.nanopore ).reads
                                         .map { it -> [ it[0], [it[1]] ] }
-    ch_versions = ch_versions.mix(LONGREAD_PREPROCESSING.out.versions.first())
     } else {
         ch_longreads_preprocessed = INPUT_CHECK.out.nanopore
     }
 
+    /*
+        SUBWORKFLOW: COMPLEXITY FILTERING
+    */
+
+    if ( params.shortread_complexityfilter ) {
+        ch_shortreads_filtered = SHORTREAD_COMPLEXITYFILTERING ( ch_shortreads_preprocessed ).reads
+    } else {
+        ch_shortreads_filtered = ch_shortreads_preprocessed
+    }
+
     /*
         COMBINE READS WITH POSSIBLE DATABASES
     */
 
     // e.g. output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
-    ch_input_for_profiling = ch_shortreads_preprocessed
+    ch_input_for_profiling = ch_shortreads_filtered
             .mix( ch_longreads_preprocessed )
             .combine(DB_CHECK.out.dbs)
             .branch {
@@ -177,6 +182,12 @@ workflow TAXPROFILER {
     /*
         MODULE: MultiQC
     */
+
+    CUSTOM_DUMPSOFTWAREVERSIONS (
+        ch_versions.unique().collectFile(name: 'collated_versions.yml')
+    )
+
+
     workflow_summary    = WorkflowTaxprofiler.paramsSummaryMultiqc(workflow, summary_params)
     ch_workflow_summary = Channel.value(workflow_summary)
 
@@ -188,21 +199,30 @@ workflow TAXPROFILER {
     ch_multiqc_files = ch_multiqc_files.mix(FASTQC.out.zip.collect{it[1]}.ifEmpty([]))
 
     if (params.shortread_clipmerge) {
-        ch_multiqc_files = ch_multiqc_files.mix(SHORTREAD_PREPROCESSING.out.mqc)
-    }
-    if (params.longread_clip) {
-        ch_multiqc_files = ch_multiqc_files.mix(LONGREAD_PREPROCESSING.out.mqc)
-    }
-    if (params.run_kraken2) {
-        ch_multiqc_files = ch_multiqc_files.mix(KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([]))
-        ch_versions = ch_versions.mix(KRAKEN2_KRAKEN2.out.versions.first())
-    }
-    if (params.run_malt) {
-        ch_multiqc_files = ch_multiqc_files.mix(MALT_RUN.out.log.collect{it[1]}.ifEmpty([]))
-        ch_versions = ch_versions.mix(MALT_RUN.out.versions.first())
+        ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) ).dump(tag: "mqc_shortclipmerge")
+        ch_versions = ch_versions.mix( SHORTREAD_PREPROCESSING.out.versions )
+    }
+
+    if (params.longread_clip) {
+        ch_multiqc_files = ch_multiqc_files.mix( LONGREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) ).dump(tag: "mqc_longclipmerge")
+        ch_versions = ch_versions.mix( LONGREAD_PREPROCESSING.out.versions )
+    }
+
+    if (params.shortread_complexityfilter){
+        ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_COMPLEXITYFILTERING.out.mqc.collect{it[1]}.ifEmpty([]) ).dump(tag: "mqc_compelxity")
+        ch_versions = ch_versions.mix( SHORTREAD_COMPLEXITYFILTERING.out.versions )
+    }
+
+    if (params.run_kraken2) {
+        ch_multiqc_files = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([]) ).dump(tag: "mqc_kraken")
+        ch_versions = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
+    }
+
+    if (params.run_malt) {
+        ch_multiqc_files = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([]) ).dump(tag: "mqc_malt")
+        ch_versions = ch_versions.mix( MALT_RUN.out.versions.first() )
     }
 
-    // TODO MALT results overwriting per database?
     // TODO Versions for Karken/MALT not report?
     MULTIQC (
         ch_multiqc_files.collect()

From 4eab257d68a36b333bc1c5e087e6a79721b5b87e Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Sat, 2 Apr 2022 17:05:46 +0200
Subject: [PATCH 090/372] style: prettify comment

---
 subworkflows/local/shortread_adapterremoval.nf | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index 5e005db..3598e3e 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -24,8 +24,10 @@ workflow SHORTREAD_ADAPTERREMOVAL {
     ADAPTERREMOVAL_SINGLE ( ch_input_for_adapterremoval.single, [] )
     ADAPTERREMOVAL_PAIRED ( ch_input_for_adapterremoval.paired, [] )
 
-    // due to the slightly ugly output implementation of the current AdapterRemoval2 version, each file
-    // has to be exported in a separate channel, and we must manually recombine when necessary
+    /*
+     * Due to the ~slightly~ very ugly output implementation of the current AdapterRemoval2 version, each file
+     * has to be exported in a separate channel and we must manually recombine when necessary.
+     */
 
     if ( params.shortread_clipmerge_mergepairs && !params.shortread_clipmerge_excludeunmerged ) {
         ch_adapterremoval_for_cat = ADAPTERREMOVAL_PAIRED.out.collapsed

From 7f1a7fb4e7be661e3a01ab0ffb0a61fe5de314ae Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sat, 2 Apr 2022 17:05:54 +0200
Subject: [PATCH 091/372] Add complexity filtering to test profile

---
 conf/test.config | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/conf/test.config b/conf/test.config
index 92a10e4..bce5918 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -24,8 +24,9 @@ params {
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
     input               = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
     databases           = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
-    run_kraken2         = true
-    run_malt            = true
-    shortread_clipmerge = true
+    run_kraken2                   = true
+    run_malt                      = true
+    shortread_clipmerge           = true
+    shortread_complexityfiltering = true
 
 }

From 469e4f36825d86bf83a341d8c95bb4768f682bfd Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sat, 2 Apr 2022 17:07:30 +0200
Subject: [PATCH 092/372] Remove remaining debugging .dumps(

---
 workflows/taxprofiler.nf | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index a403589..1c86edb 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -90,7 +90,7 @@ workflow TAXPROFILER {
     /*
         MODULE: Run FastQC
     */
-    ch_input_for_fastqc = INPUT_CHECK.out.fastq.mix( INPUT_CHECK.out.nanopore ).dump(tag: "input_to_fastq")
+    ch_input_for_fastqc = INPUT_CHECK.out.fastq.mix( INPUT_CHECK.out.nanopore )
 
     FASTQC (
         ch_input_for_fastqc
@@ -199,27 +199,27 @@ workflow TAXPROFILER {
     ch_multiqc_files = ch_multiqc_files.mix(FASTQC.out.zip.collect{it[1]}.ifEmpty([]))
 
     if (params.shortread_clipmerge) {
-        ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) ).dump(tag: "mqc_shortclipmerge")
+        ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) )
         ch_versions = ch_versions.mix( SHORTREAD_PREPROCESSING.out.versions )
     }
 
     if (params.longread_clip) {
-        ch_multiqc_files = ch_multiqc_files.mix( LONGREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) ).dump(tag: "mqc_longclipmerge")
+        ch_multiqc_files = ch_multiqc_files.mix( LONGREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) )
         ch_versions = ch_versions.mix( LONGREAD_PREPROCESSING.out.versions )
     }
 
     if (params.shortread_complexityfilter){
-        ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_COMPLEXITYFILTERING.out.mqc.collect{it[1]}.ifEmpty([]) ).dump(tag: "mqc_compelxity")
+        ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_COMPLEXITYFILTERING.out.mqc.collect{it[1]}.ifEmpty([]) )
         ch_versions = ch_versions.mix( SHORTREAD_COMPLEXITYFILTERING.out.versions )
     }
 
     if (params.run_kraken2) {
-        ch_multiqc_files = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([]) ).dump(tag: "mqc_kraken")
+        ch_multiqc_files = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([]) )
         ch_versions = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
     }
 
     if (params.run_malt) {
-        ch_multiqc_files = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([]) ).dump(tag: "mqc_malt")
+        ch_multiqc_files = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([]) )
         ch_versions = ch_versions.mix( MALT_RUN.out.versions.first() )
     }
 

From 02d950c58c84f4e6c571cdb055154016fc78a22d Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sat, 2 Apr 2022 17:18:20 +0200
Subject: [PATCH 093/372] Fix test so complexity filter actually executes

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

diff --git a/conf/test.config b/conf/test.config
index bce5918..3e7530c 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -27,6 +27,6 @@ params {
     run_kraken2                   = true
     run_malt                      = true
     shortread_clipmerge           = true
-    shortread_complexityfiltering = true
+    shortread_complexityfilter    = true
 
 }

From be93eae64057d21c7c5da34162ac2bc51fd86922 Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Sat, 2 Apr 2022 21:50:13 +0200
Subject: [PATCH 094/372] fix: insert `.fastq` file extension

The MetaPhlAn3 module computes the input type from the file extension
without the possibility to configure an override. Since AdapterRemoval2
creates files without `.fastq` extensions, MetaPhlAn3 input was determined
to be SAM.
---
 modules/local/ensure_fastq_extension.nf       |  31 +++++
 .../local/shortread_adapterremoval.nf         | 126 ++++++++++++------
 2 files changed, 118 insertions(+), 39 deletions(-)
 create mode 100644 modules/local/ensure_fastq_extension.nf

diff --git a/modules/local/ensure_fastq_extension.nf b/modules/local/ensure_fastq_extension.nf
new file mode 100644
index 0000000..6de223b
--- /dev/null
+++ b/modules/local/ensure_fastq_extension.nf
@@ -0,0 +1,31 @@
+process ENSURE_FASTQ_EXTENSION {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda (params.enable_conda ? "conda-forge::bash=5.0" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://containers.biocontainers.pro/s3/SingImgsRepo/biocontainers/v1.2.0_cv2/biocontainers_v1.2.0_cv2.img' :
+        'biocontainers/biocontainers:v1.2.0_cv2' }"
+
+
+    input:
+    tuple val(meta), path(reads)
+
+    output:
+    tuple val(meta), path('*.fastq.gz'), emit: reads
+
+    script:
+    if (meta.single_end) {
+        fastq = "${reads.baseName}.fastq.gz"
+        """
+        ln -s '${reads}' '${fastq}'
+        """
+    } else {
+        first = "${reads[0].baseName}.fastq.gz"
+        second = "${reads[1].baseName}.fastq.gz"
+        """
+        ln -s '${reads[0]}' '${first}'
+        ln -s '${reads[1]}' '${second}'
+        """
+    }
+}
diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index 3598e3e..661062d 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -5,6 +5,11 @@ Process short raw reads with AdapterRemoval
 include { ADAPTERREMOVAL as ADAPTERREMOVAL_SINGLE       } from '../../modules/nf-core/modules/adapterremoval/main'
 include { ADAPTERREMOVAL as ADAPTERREMOVAL_PAIRED       } from '../../modules/nf-core/modules/adapterremoval/main'
 include { CAT_FASTQ                                     } from '../../modules/nf-core/modules/cat/fastq/main'
+include {
+    ENSURE_FASTQ_EXTENSION as ENSURE_FASTQ_EXTENSION1;
+    ENSURE_FASTQ_EXTENSION as ENSURE_FASTQ_EXTENSION2;
+    ENSURE_FASTQ_EXTENSION as ENSURE_FASTQ_EXTENSION3;
+} from '../../modules/local/ensure_fastq_extension'
 
 workflow SHORTREAD_ADAPTERREMOVAL {
 
@@ -30,59 +35,102 @@ workflow SHORTREAD_ADAPTERREMOVAL {
      */
 
     if ( params.shortread_clipmerge_mergepairs && !params.shortread_clipmerge_excludeunmerged ) {
-        ch_adapterremoval_for_cat = ADAPTERREMOVAL_PAIRED.out.collapsed
-                                                .mix(
-                                                    ADAPTERREMOVAL_PAIRED.out.collapsed_truncated,
-                                                    ADAPTERREMOVAL_PAIRED.out.singles_truncated,
-                                                    ADAPTERREMOVAL_PAIRED.out.pair1_truncated,
-                                                    ADAPTERREMOVAL_PAIRED.out.pair2_truncated
-                                                    )
-                                                .map {
-                                                    meta, reads ->
-                                                        def meta_new = meta.clone()
-                                                        meta_new.single_end = true
 
-                                                        [ meta_new, reads ]
-                                                    }
-                                                    .groupTuple()
+        ENSURE_FASTQ_EXTENSION1(
+            Channel.empty().mix(
+                ADAPTERREMOVAL_PAIRED.out.collapsed,
+                ADAPTERREMOVAL_PAIRED.out.collapsed_truncated,
+                ADAPTERREMOVAL_PAIRED.out.singles_truncated,
+                ADAPTERREMOVAL_PAIRED.out.pair1_truncated,
+                ADAPTERREMOVAL_PAIRED.out.pair2_truncated
+            )
+            .map { meta, reads ->
+                meta.single_end = true
+                [meta, reads]
+            }
+        )
 
-        ch_adapterremoval_reads_prepped = CAT_FASTQ ( ch_adapterremoval_for_cat ).reads
-                                            .mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
+        CAT_FASTQ(
+            ENSURE_FASTQ_EXTENSION1.out.reads
+                .groupTuple()
+        )
+
+        ENSURE_FASTQ_EXTENSION2(ADAPTERREMOVAL_SINGLE.out.singles_truncated)
+
+        ch_adapterremoval_reads_prepped = CAT_FASTQ.out.reads
+            .mix(ENSURE_FASTQ_EXTENSION2.out.reads)
 
     } else if ( params.shortread_clipmerge_mergepairs && params.shortread_clipmerge_excludeunmerged ) {
-        ch_adapterremoval_for_cat = ADAPTERREMOVAL_PAIRED.out.collapsed
-                                                .mix( ADAPTERREMOVAL_PAIRED.out.collapsed_truncated )
-                                                .map {
-                                                    meta, reads ->
-                                                        def meta_new = meta.clone()
-                                                        meta_new['single_end'] = true
 
-                                                        [ meta_new, reads ]
-                                                    }
-                                                    .groupTuple(by: 0)
+        ENSURE_FASTQ_EXTENSION1(
+            Channel.empty().mix(
+                ADAPTERREMOVAL_PAIRED.out.collapsed,
+                ADAPTERREMOVAL_PAIRED.out.collapsed_truncated
+            )
+            .map { meta, reads ->
+                meta.single_end = true
+                [meta, reads]
+            }
+        )
 
-        ch_adapterremoval_reads_prepped = CAT_FASTQ ( ch_adapterremoval_for_cat ).reads
-                                            .mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
+        CAT_FASTQ(
+            ENSURE_FASTQ_EXTENSION1.out.reads
+                .groupTuple()
+        )
+
+        ENSURE_FASTQ_EXTENSION2(ADAPTERREMOVAL_SINGLE.out.singles_truncated)
+
+        ch_adapterremoval_reads_prepped = CAT_FASTQ.out.reads
+            .mix(ENSURE_FASTQ_EXTENSION2.out.reads)
 
     } else {
 
-        ch_adapterremoval_reads_prepped = ADAPTERREMOVAL_PAIRED.out.pair1_truncated
-                                                .join( ADAPTERREMOVAL_PAIRED.out.pair2_truncated )
-                                                .groupTuple()
-                                                .map { meta, pair1, pair2 ->
-                                                        [ meta, [ pair1, pair2 ].flatten() ]
-                                                }
-                                            .mix( ADAPTERREMOVAL_SINGLE.out.singles_truncated )
-    }
+        ENSURE_FASTQ_EXTENSION1(
+            ADAPTERREMOVAL_PAIRED.out.pair1_truncated
+            .map { meta, reads ->
+                meta.single_end = true
+                [meta, reads]
+            }
+        )
 
-    ch_processed_reads = ch_adapterremoval_reads_prepped
+        ENSURE_FASTQ_EXTENSION2(
+            ADAPTERREMOVAL_PAIRED.out.pair2_truncated
+            .map { meta, reads ->
+                meta.single_end = true
+                [meta, reads]
+            }
+        )
+
+        ENSURE_FASTQ_EXTENSION3(ADAPTERREMOVAL_SINGLE.out.singles_truncated)
+
+        ch_adapterremoval_reads_prepped = ENSURE_FASTQ_EXTENSION1.out.reads
+            .join(ENSURE_FASTQ_EXTENSION2.out.reads)
+            .groupTuple()
+            .map { meta, pair1, pair2 ->
+                meta.single_end = false
+                [ meta, [ pair1, pair2 ].flatten() ]
+            }
+            .mix(ENSURE_FASTQ_EXTENSION3.out.reads)
+
+    }
 
     ch_versions = ch_versions.mix( ADAPTERREMOVAL_SINGLE.out.versions.first() )
     ch_versions = ch_versions.mix( ADAPTERREMOVAL_PAIRED.out.versions.first() )
-    ch_multiqc_files = ch_multiqc_files.mix( ADAPTERREMOVAL_PAIRED.out.log.collect{it[1]}, ADAPTERREMOVAL_SINGLE.out.log.collect{it[1]} )
+    ch_multiqc_files = ch_multiqc_files.mix(
+        ADAPTERREMOVAL_PAIRED.out.log.collect{it[1]},
+        ADAPTERREMOVAL_SINGLE.out.log.collect{it[1]}
+    )
 
     emit:
-    reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]
-    versions = ch_versions          // channel: [ versions.yml ]
+    reads    = ch_adapterremoval_reads_prepped  // channel: [ val(meta), [ reads ] ]
+    versions = ch_versions  // channel: [ versions.yml ]
     mqc      = ch_multiqc_files
 }
+
+def ensureFastQExtension(row) {
+    def (meta, read) = row
+    def filename = file(read.parent).resolve("${read.baseName}.fastq.gz")
+
+    read.renameTo(filename.toString())
+    return [meta, read]
+}

From f5baf910be4a7a6207c6070fef407873201d3ce4 Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Sun, 3 Apr 2022 00:21:09 +0200
Subject: [PATCH 095/372] Apply suggestions from code review

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 nextflow.config                                | 1 -
 subworkflows/local/shortread_adapterremoval.nf | 7 -------
 2 files changed, 8 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index cd6de9c..bc66734 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -159,7 +159,6 @@ if (!params.igenomes_ignore) {
 
 env {
     PYTHONNOUSERSITE = '1'
-    // PYTHONUTF8       = '1'  // MetaPhlAn3 may fail with a UnicodeDecodeError if the locale is not set appropriately.
     R_PROFILE_USER   = "/.Rprofile"
     R_ENVIRON_USER   = "/.Renviron"
     JULIA_DEPOT_PATH = "/usr/local/share/julia"
diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index 661062d..e522a1a 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -127,10 +127,3 @@ workflow SHORTREAD_ADAPTERREMOVAL {
     mqc      = ch_multiqc_files
 }
 
-def ensureFastQExtension(row) {
-    def (meta, read) = row
-    def filename = file(read.parent).resolve("${read.baseName}.fastq.gz")
-
-    read.renameTo(filename.toString())
-    return [meta, read]
-}

From d3572e18787eee40ed4e856bd6caf2f573246094 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 3 Apr 2022 07:28:01 +0200
Subject: [PATCH 096/372] Final MQC fix for AR2 (remove too-early collect)

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

diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index b173e4c..bbb108e 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -77,7 +77,7 @@ workflow SHORTREAD_ADAPTERREMOVAL {
 
     ch_versions = ch_versions.mix( ADAPTERREMOVAL_SINGLE.out.versions.first() )
     ch_versions = ch_versions.mix( ADAPTERREMOVAL_PAIRED.out.versions.first() )
-    ch_multiqc_files = ch_multiqc_files.mix( ADAPTERREMOVAL_PAIRED.out.log.collect{it[1]}, ADAPTERREMOVAL_SINGLE.out.log.collect{it[1]} )
+    ch_multiqc_files = ch_multiqc_files.mix( ADAPTERREMOVAL_PAIRED.out.log, ADAPTERREMOVAL_SINGLE.out.log )
 
     emit:
     reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]

From 482112bb42ddd314de8e92b6a3c1a94e530828f7 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 3 Apr 2022 07:58:40 +0200
Subject: [PATCH 097/372] Start work on host removal

---
 modules.json                                  | 11 ++-
 modules/nf-core/modules/bowtie2/align/main.nf | 77 +++++++++++++++++++
 .../nf-core/modules/bowtie2/align/meta.yml    | 51 ++++++++++++
 modules/nf-core/modules/bowtie2/build/main.nf | 30 ++++++++
 .../nf-core/modules/bowtie2/build/meta.yml    | 33 ++++++++
 .../nf-core/modules/samtools/flagstat/main.nf | 34 ++++++++
 .../modules/samtools/flagstat/meta.yml        | 49 ++++++++++++
 nextflow.config                               |  4 +
 subworkflows/local/shortread_hostremoval.nf   | 39 ++++++++++
 workflows/taxprofiler.nf                      | 12 ++-
 10 files changed, 336 insertions(+), 4 deletions(-)
 create mode 100644 modules/nf-core/modules/bowtie2/align/main.nf
 create mode 100644 modules/nf-core/modules/bowtie2/align/meta.yml
 create mode 100644 modules/nf-core/modules/bowtie2/build/main.nf
 create mode 100644 modules/nf-core/modules/bowtie2/build/meta.yml
 create mode 100644 modules/nf-core/modules/samtools/flagstat/main.nf
 create mode 100644 modules/nf-core/modules/samtools/flagstat/meta.yml
 create mode 100644 subworkflows/local/shortread_hostremoval.nf

diff --git a/modules.json b/modules.json
index dcfbd3f..7c3facc 100644
--- a/modules.json
+++ b/modules.json
@@ -6,6 +6,12 @@
             "adapterremoval": {
                 "git_sha": "f0800157544a82ae222931764483331a81812012"
             },
+            "bowtie2/align": {
+                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+            },
+            "bowtie2/build": {
+                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+            },
             "cat/fastq": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
@@ -30,9 +36,12 @@
             "porechop": {
                 "git_sha": "e20e57f90b6787ac9a010a980cf6ea98bd990046"
             },
+            "samtools/flagstat": {
+                "git_sha": "1ad73f1b2abdea9398680d6d20014838135c9a35"
+            },
             "untar": {
                 "git_sha": "e080f4c8acf5760039ed12ec1f206170f3f9a918"
             }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/modules/bowtie2/align/main.nf b/modules/nf-core/modules/bowtie2/align/main.nf
new file mode 100644
index 0000000..7e8a965
--- /dev/null
+++ b/modules/nf-core/modules/bowtie2/align/main.nf
@@ -0,0 +1,77 @@
+process BOWTIE2_ALIGN {
+    tag "$meta.id"
+    label 'process_high'
+
+    conda (params.enable_conda ? 'bioconda::bowtie2=2.4.4 bioconda::samtools=1.14 conda-forge::pigz=2.6' : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:4d235f41348a00533f18e47c9669f1ecb327f629-0' :
+        'quay.io/biocontainers/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:4d235f41348a00533f18e47c9669f1ecb327f629-0' }"
+
+    input:
+    tuple val(meta), path(reads)
+    path  index
+    val   save_unaligned
+
+    output:
+    tuple val(meta), path('*.bam')    , emit: bam
+    tuple val(meta), path('*.log')    , emit: log
+    tuple val(meta), path('*fastq.gz'), emit: fastq, optional:true
+    path  "versions.yml"              , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def args2 = task.ext.args2 ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    if (meta.single_end) {
+        def unaligned = save_unaligned ? "--un-gz ${prefix}.unmapped.fastq.gz" : ''
+        """
+        INDEX=`find -L ./ -name "*.rev.1.bt2" | sed 's/.rev.1.bt2//'`
+        bowtie2 \\
+            -x \$INDEX \\
+            -U $reads \\
+            --threads $task.cpus \\
+            $unaligned \\
+            $args \\
+            2> ${prefix}.bowtie2.log \\
+            | samtools view -@ $task.cpus $args2 -bhS -o ${prefix}.bam -
+
+        cat <<-END_VERSIONS > versions.yml
+        "${task.process}":
+            bowtie2: \$(echo \$(bowtie2 --version 2>&1) | sed 's/^.*bowtie2-align-s version //; s/ .*\$//')
+            samtools: \$(echo \$(samtools --version 2>&1) | sed 's/^.*samtools //; s/Using.*\$//')
+            pigz: \$( pigz --version 2>&1 | sed 's/pigz //g' )
+        END_VERSIONS
+        """
+    } else {
+        def unaligned = save_unaligned ? "--un-conc-gz ${prefix}.unmapped.fastq.gz" : ''
+        """
+        INDEX=`find -L ./ -name "*.rev.1.bt2" | sed 's/.rev.1.bt2//'`
+        bowtie2 \\
+            -x \$INDEX \\
+            -1 ${reads[0]} \\
+            -2 ${reads[1]} \\
+            --threads $task.cpus \\
+            $unaligned \\
+            $args \\
+            2> ${prefix}.bowtie2.log \\
+            | samtools view -@ $task.cpus $args2 -bhS -o ${prefix}.bam -
+
+        if [ -f ${prefix}.unmapped.fastq.1.gz ]; then
+            mv ${prefix}.unmapped.fastq.1.gz ${prefix}.unmapped_1.fastq.gz
+        fi
+        if [ -f ${prefix}.unmapped.fastq.2.gz ]; then
+            mv ${prefix}.unmapped.fastq.2.gz ${prefix}.unmapped_2.fastq.gz
+        fi
+
+        cat <<-END_VERSIONS > versions.yml
+        "${task.process}":
+            bowtie2: \$(echo \$(bowtie2 --version 2>&1) | sed 's/^.*bowtie2-align-s version //; s/ .*\$//')
+            samtools: \$(echo \$(samtools --version 2>&1) | sed 's/^.*samtools //; s/Using.*\$//')
+            pigz: \$( pigz --version 2>&1 | sed 's/pigz //g' )
+        END_VERSIONS
+        """
+    }
+}
diff --git a/modules/nf-core/modules/bowtie2/align/meta.yml b/modules/nf-core/modules/bowtie2/align/meta.yml
new file mode 100644
index 0000000..f80421e
--- /dev/null
+++ b/modules/nf-core/modules/bowtie2/align/meta.yml
@@ -0,0 +1,51 @@
+name: bowtie2_align
+description: Align reads to a reference genome using bowtie2
+keywords:
+  - align
+  - fasta
+  - genome
+  - reference
+tools:
+  - bowtie2:
+      description: |
+        Bowtie 2 is an ultrafast and memory-efficient tool for aligning
+        sequencing reads to long reference sequences.
+      homepage: http://bowtie-bio.sourceforge.net/bowtie2/index.shtml
+      documentation: http://bowtie-bio.sourceforge.net/bowtie2/manual.shtml
+      doi: 10.1038/nmeth.1923
+      licence: ["GPL-3.0-or-later"]
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - reads:
+      type: file
+      description: |
+        List of input FastQ files of size 1 and 2 for single-end and paired-end data,
+        respectively.
+  - index:
+      type: file
+      description: Bowtie2 genome index files
+      pattern: "*.ebwt"
+output:
+  - bam:
+      type: file
+      description: Output BAM file containing read alignments
+      pattern: "*.{bam}"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+  - fastq:
+      type: file
+      description: Unaligned FastQ files
+      pattern: "*.fastq.gz"
+  - log:
+      type: file
+      description: Aligment log
+      pattern: "*.log"
+authors:
+  - "@joseespinosa"
+  - "@drpatelh"
diff --git a/modules/nf-core/modules/bowtie2/build/main.nf b/modules/nf-core/modules/bowtie2/build/main.nf
new file mode 100644
index 0000000..a4da62d
--- /dev/null
+++ b/modules/nf-core/modules/bowtie2/build/main.nf
@@ -0,0 +1,30 @@
+process BOWTIE2_BUILD {
+    tag "$fasta"
+    label 'process_high'
+
+    conda (params.enable_conda ? 'bioconda::bowtie2=2.4.4' : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/bowtie2:2.4.4--py39hbb4e92a_0' :
+        'quay.io/biocontainers/bowtie2:2.4.4--py39hbb4e92a_0' }"
+
+    input:
+    path fasta
+
+    output:
+    path 'bowtie2'      , emit: index
+    path "versions.yml" , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    """
+    mkdir bowtie2
+    bowtie2-build $args --threads $task.cpus $fasta bowtie2/${fasta.baseName}
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        bowtie2: \$(echo \$(bowtie2 --version 2>&1) | sed 's/^.*bowtie2-align-s version //; s/ .*\$//')
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/bowtie2/build/meta.yml b/modules/nf-core/modules/bowtie2/build/meta.yml
new file mode 100644
index 0000000..2da9a21
--- /dev/null
+++ b/modules/nf-core/modules/bowtie2/build/meta.yml
@@ -0,0 +1,33 @@
+name: bowtie2_build
+description: Builds bowtie index for reference genome
+keywords:
+  - build
+  - index
+  - fasta
+  - genome
+  - reference
+tools:
+  - bowtie2:
+      description: |
+        Bowtie 2 is an ultrafast and memory-efficient tool for aligning
+        sequencing reads to long reference sequences.
+      homepage: http://bowtie-bio.sourceforge.net/bowtie2/index.shtml
+      documentation: http://bowtie-bio.sourceforge.net/bowtie2/manual.shtml
+      doi: 10.1038/nmeth.1923
+      licence: ["GPL-3.0-or-later"]
+input:
+  - fasta:
+      type: file
+      description: Input genome fasta file
+output:
+  - index:
+      type: file
+      description: Bowtie2 genome index files
+      pattern: "*.bt2"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@joseespinosa"
+  - "@drpatelh"
diff --git a/modules/nf-core/modules/samtools/flagstat/main.nf b/modules/nf-core/modules/samtools/flagstat/main.nf
new file mode 100644
index 0000000..9e3440a
--- /dev/null
+++ b/modules/nf-core/modules/samtools/flagstat/main.nf
@@ -0,0 +1,34 @@
+process SAMTOOLS_FLAGSTAT {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda (params.enable_conda ? "bioconda::samtools=1.15" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/samtools:1.15--h1170115_1' :
+        'quay.io/biocontainers/samtools:1.15--h1170115_1' }"
+
+    input:
+    tuple val(meta), path(bam), path(bai)
+
+    output:
+    tuple val(meta), path("*.flagstat"), emit: flagstat
+    path  "versions.yml"               , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    """
+    samtools \\
+        flagstat \\
+        --threads ${task.cpus-1} \\
+        $bam \\
+        > ${bam}.flagstat
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        samtools: \$(echo \$(samtools --version 2>&1) | sed 's/^.*samtools //; s/Using.*\$//')
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/samtools/flagstat/meta.yml b/modules/nf-core/modules/samtools/flagstat/meta.yml
new file mode 100644
index 0000000..9526906
--- /dev/null
+++ b/modules/nf-core/modules/samtools/flagstat/meta.yml
@@ -0,0 +1,49 @@
+name: samtools_flagstat
+description: Counts the number of alignments in a BAM/CRAM/SAM file for each FLAG type
+keywords:
+  - stats
+  - mapping
+  - counts
+  - bam
+  - sam
+  - cram
+tools:
+  - samtools:
+      description: |
+        SAMtools is a set of utilities for interacting with and post-processing
+        short DNA sequence read alignments in the SAM, BAM and CRAM formats, written by Heng Li.
+        These files are generated as output by short read aligners like BWA.
+      homepage: http://www.htslib.org/
+      documentation: hhttp://www.htslib.org/doc/samtools.html
+      doi: 10.1093/bioinformatics/btp352
+      licence: ["MIT"]
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - bam:
+      type: file
+      description: BAM/CRAM/SAM file
+      pattern: "*.{bam,cram,sam}"
+  - bai:
+      type: file
+      description: Index for BAM/CRAM/SAM file
+      pattern: "*.{bai,crai,sai}"
+output:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - flagstat:
+      type: file
+      description: File containing samtools flagstat output
+      pattern: "*.{flagstat}"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@drpatelh"
diff --git a/nextflow.config b/nextflow.config
index 7be36a6..8aa8722 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -65,6 +65,10 @@ params {
     shortread_clipmerge_minlength           = 15
     longread_clip                           = false
 
+    // Host Removal
+    shortread_hostremoval_reference = null
+    shortread_hostremoval_index     = null
+
     // MALT
     run_malt                   = false
     malt_mode                  = 'BlastN'
diff --git a/subworkflows/local/shortread_hostremoval.nf b/subworkflows/local/shortread_hostremoval.nf
new file mode 100644
index 0000000..4b0861c
--- /dev/null
+++ b/subworkflows/local/shortread_hostremoval.nf
@@ -0,0 +1,39 @@
+//
+// Remove host reads via alignment and export off-target reads
+//
+
+include { BOWTIE2_ALIGN             } from '../../../modules/nf-core/modules/bowtie2/align/main'
+include { BOWTIE2_BUILD             } from '../../../modules/nf-core/modules/bowtie2/build/main'
+include { SAMTOOLS_VIEW             } from '../../../modules/nf-core/modules/samtools/view/main'
+include { SAMTOOLS_FASTQ            } from '../../../modules/nf-core/modules/samtools/fastq/main'
+include { SAMTOOLS_FLAGSTAT         } from '../../../modules/nf-core/modules/samtools/flagstat/main'
+
+workflow SHORTREAD_PREPROCESSING {
+    take:
+    reads     // [ [ meta ], [ reads ] ]
+    reference // /path/to/fasta
+
+    main:
+    ch_versions       = Channel.empty()
+    ch_multiqc_files  = Channel.empty()
+
+    if ( !params.shortread_hostremoval_index ) {
+        file( , checkIfExists: true )
+        BOWTIE2_BUILD ( reference )
+        ch_versions = ch_versions.mix( BOWTIE2_BUILD.out.versions )
+    }
+
+    BOWTIE2_ALIGN ( reads, BOWTIE2_BUILD.out.index )
+    ch_versions = ch_versions.mix( BOWTIE2_BUILD.out.versions )
+    ch_multiqc_files = ch_multiqc_files.mix( SAMTOOLS_FLAGSTAT.out.log )
+
+    SAMTOOLS_FLAGSTAT ( BOWTIE2_ALIGN.out.bam )
+    ch_versions = ch_versions.mix( SAMTOOLS_FLAGSTAT.out.versions )
+    ch_multiqc_files = ch_multiqc_files.mix( SAMTOOLS_FLAGSTAT.out.flagstat )
+
+    emit:
+    reads    = BOWTIE2_ALIGN.out.fastq   // channel: [ val(meta), [ reads ] ]
+    versions = ch_versions          // channel: [ versions.yml ]
+    mqc      = ch_multiqc_files
+}
+
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index ce89a91..c5678f1 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -11,15 +11,21 @@ WorkflowTaxprofiler.initialise(params, log)
 
 // TODO nf-core: Add all file path parameters for the pipeline to the list below
 // Check input path parameters to see if they exist
-def checkPathParamList = [ params.input, params.databases, params.multiqc_config ]
+def checkPathParamList = [ params.input, params.databases, params.shortread_hostremoval_reference,
+                            params.shortread_hostremoval_index, params.multiqc_config
+                        ]
 for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true) } }
 
 // Check mandatory parameters
-if (params.input    ) { ch_input     = file(params.input)     } else { exit 1, 'Input samplesheet not specified!' }
-if (params.databases) { ch_databases = file(params.databases) } else { exit 1, 'Input database sheet not specified!' }
+if (params.input                      ) { ch_input     = file(params.input)     } else { exit 1, 'Input samplesheet not specified!' }
+if (params.databases                  ) { ch_databases = file(params.databases) } else { exit 1, 'Input database sheet not specified!' }
 if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] warning: MALT does not except uncollapsed paired-reads. Pairs will be profiled as separate files."
 if (params.shortread_clipmerge_excludeunmerged && !params.shortread_clipmerge_mergepairs) exit 1, "[nf-core/taxprofiler] error: cannot include unmerged reads when merging not turned on. Please specify --shortread_clipmerge_mergepairs"
 
+// TODO Add check if index but no reference exit 1
+if (params.shortread_hostremoval_reference   ) { ch_reference       = file(params.shortread_hostremoval_reference) } else {    }
+if (params.shortread_hostremoval_index)        { ch_reference_index = file(params.shortread_hostremoval_index    ) } else { ch_reference_index = [] }
+
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
     CONFIG FILES

From 066ceb2bcaeb21c0a2a07fd1a5359e30277869ce Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 3 Apr 2022 17:23:14 +0200
Subject: [PATCH 098/372] Remove flagstat as bowtie2 reports this itself

---
 conf/modules.config                           | 19 ++++++-
 conf/test.config                              | 12 +++--
 modules.json                                  |  3 --
 .../nf-core/modules/samtools/flagstat/main.nf | 34 -------------
 .../modules/samtools/flagstat/meta.yml        | 49 -------------------
 nextflow.config                               |  1 +
 nextflow_schema.json                          | 14 +++++-
 subworkflows/local/shortread_hostremoval.nf   | 29 +++++------
 workflows/taxprofiler.nf                      | 27 ++++++++--
 9 files changed, 72 insertions(+), 116 deletions(-)
 delete mode 100644 modules/nf-core/modules/samtools/flagstat/main.nf
 delete mode 100644 modules/nf-core/modules/samtools/flagstat/meta.yml

diff --git a/conf/modules.config b/conf/modules.config
index dc8b138..41faa62 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -132,7 +132,6 @@ process {
         ]
     }
 
-
     withName: PORECHOP {
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
@@ -142,6 +141,24 @@ process {
         ]
     }
 
+    withName: BOWTIE2_BUILD {
+        ext.prefix = { "${meta.id}_${meta.run_accession}" }
+        publishDir = [
+            path: { "${params.outdir}/bowtie2/build" },
+            mode: 'copy',
+            pattern: '*.bt2'
+        ]
+    }
+
+    withName: BOWTIE2_ALIGN {
+        ext.prefix = { "${meta.id}_${meta.run_accession}" }
+        publishDir = [
+            path: { "${params.outdir}/bowtie2/align" },
+            mode: 'copy',
+            pattern: '*.{fastq.gz,bam}'
+        ]
+    }
+
     withName: CAT_FASTQ {
         publishDir = [
             path: { "${params.outdir}/prepared_sequences" },
diff --git a/conf/test.config b/conf/test.config
index 92a10e4..90ea241 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -22,10 +22,12 @@ params {
     // Input data
     // TODO nf-core: Specify the paths to your test data on nf-core/test-datasets
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
-    input               = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
-    databases           = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
-    run_kraken2         = true
-    run_malt            = true
-    shortread_clipmerge = true
+    input                           = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
+    databases                       = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
+    run_kraken2                     = true
+    run_malt                        = true
+    shortread_clipmerge             = true
+    shortread_hostremoval           = true
+    shortread_hostremoval_reference = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/homo_sapiens/genome/genome.fasta'
 
 }
diff --git a/modules.json b/modules.json
index 7c3facc..7395d68 100644
--- a/modules.json
+++ b/modules.json
@@ -36,9 +36,6 @@
             "porechop": {
                 "git_sha": "e20e57f90b6787ac9a010a980cf6ea98bd990046"
             },
-            "samtools/flagstat": {
-                "git_sha": "1ad73f1b2abdea9398680d6d20014838135c9a35"
-            },
             "untar": {
                 "git_sha": "e080f4c8acf5760039ed12ec1f206170f3f9a918"
             }
diff --git a/modules/nf-core/modules/samtools/flagstat/main.nf b/modules/nf-core/modules/samtools/flagstat/main.nf
deleted file mode 100644
index 9e3440a..0000000
--- a/modules/nf-core/modules/samtools/flagstat/main.nf
+++ /dev/null
@@ -1,34 +0,0 @@
-process SAMTOOLS_FLAGSTAT {
-    tag "$meta.id"
-    label 'process_low'
-
-    conda (params.enable_conda ? "bioconda::samtools=1.15" : null)
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/samtools:1.15--h1170115_1' :
-        'quay.io/biocontainers/samtools:1.15--h1170115_1' }"
-
-    input:
-    tuple val(meta), path(bam), path(bai)
-
-    output:
-    tuple val(meta), path("*.flagstat"), emit: flagstat
-    path  "versions.yml"               , emit: versions
-
-    when:
-    task.ext.when == null || task.ext.when
-
-    script:
-    def args = task.ext.args ?: ''
-    """
-    samtools \\
-        flagstat \\
-        --threads ${task.cpus-1} \\
-        $bam \\
-        > ${bam}.flagstat
-
-    cat <<-END_VERSIONS > versions.yml
-    "${task.process}":
-        samtools: \$(echo \$(samtools --version 2>&1) | sed 's/^.*samtools //; s/Using.*\$//')
-    END_VERSIONS
-    """
-}
diff --git a/modules/nf-core/modules/samtools/flagstat/meta.yml b/modules/nf-core/modules/samtools/flagstat/meta.yml
deleted file mode 100644
index 9526906..0000000
--- a/modules/nf-core/modules/samtools/flagstat/meta.yml
+++ /dev/null
@@ -1,49 +0,0 @@
-name: samtools_flagstat
-description: Counts the number of alignments in a BAM/CRAM/SAM file for each FLAG type
-keywords:
-  - stats
-  - mapping
-  - counts
-  - bam
-  - sam
-  - cram
-tools:
-  - samtools:
-      description: |
-        SAMtools is a set of utilities for interacting with and post-processing
-        short DNA sequence read alignments in the SAM, BAM and CRAM formats, written by Heng Li.
-        These files are generated as output by short read aligners like BWA.
-      homepage: http://www.htslib.org/
-      documentation: hhttp://www.htslib.org/doc/samtools.html
-      doi: 10.1093/bioinformatics/btp352
-      licence: ["MIT"]
-input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - bam:
-      type: file
-      description: BAM/CRAM/SAM file
-      pattern: "*.{bam,cram,sam}"
-  - bai:
-      type: file
-      description: Index for BAM/CRAM/SAM file
-      pattern: "*.{bai,crai,sai}"
-output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - flagstat:
-      type: file
-      description: File containing samtools flagstat output
-      pattern: "*.{flagstat}"
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-authors:
-  - "@drpatelh"
diff --git a/nextflow.config b/nextflow.config
index 8aa8722..e559a85 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -66,6 +66,7 @@ params {
     longread_clip                           = false
 
     // Host Removal
+    shortread_hostremoval           = false
     shortread_hostremoval_reference = null
     shortread_hostremoval_index     = null
 
diff --git a/nextflow_schema.json b/nextflow_schema.json
index fb2ca31..0b5162b 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -266,8 +266,7 @@
             "type": "boolean"
         },
         "shortread_clipmerge_excludeunmerged": {
-            "type": "boolean",
-            "default": false
+            "type": "boolean"
         },
         "longread_clip": {
             "type": "boolean"
@@ -304,6 +303,17 @@
         "shortread_clipmerge_minlength": {
             "type": "integer",
             "default": 15
+        },
+        "shortread_hostremoval": {
+            "type": "boolean"
+        },
+        "shortread_hostremoval_reference": {
+            "type": "string",
+            "default": null
+        },
+        "shortread_hostremoval_index": {
+            "type": "string",
+            "default": null
         }
     }
 }
diff --git a/subworkflows/local/shortread_hostremoval.nf b/subworkflows/local/shortread_hostremoval.nf
index 4b0861c..505f989 100644
--- a/subworkflows/local/shortread_hostremoval.nf
+++ b/subworkflows/local/shortread_hostremoval.nf
@@ -2,38 +2,33 @@
 // Remove host reads via alignment and export off-target reads
 //
 
-include { BOWTIE2_ALIGN             } from '../../../modules/nf-core/modules/bowtie2/align/main'
-include { BOWTIE2_BUILD             } from '../../../modules/nf-core/modules/bowtie2/build/main'
-include { SAMTOOLS_VIEW             } from '../../../modules/nf-core/modules/samtools/view/main'
-include { SAMTOOLS_FASTQ            } from '../../../modules/nf-core/modules/samtools/fastq/main'
-include { SAMTOOLS_FLAGSTAT         } from '../../../modules/nf-core/modules/samtools/flagstat/main'
+include { BOWTIE2_BUILD             } from '../../modules/nf-core/modules/bowtie2/build/main'
+include { BOWTIE2_ALIGN             } from '../../modules/nf-core/modules/bowtie2/align/main'
 
-workflow SHORTREAD_PREPROCESSING {
+workflow SHORTREAD_HOSTREMOVAL {
     take:
     reads     // [ [ meta ], [ reads ] ]
     reference // /path/to/fasta
+    index     // /path/to/index
 
     main:
     ch_versions       = Channel.empty()
     ch_multiqc_files  = Channel.empty()
 
     if ( !params.shortread_hostremoval_index ) {
-        file( , checkIfExists: true )
-        BOWTIE2_BUILD ( reference )
-        ch_versions = ch_versions.mix( BOWTIE2_BUILD.out.versions )
+        ch_bowtie2_index = BOWTIE2_BUILD ( reference ).index
+        ch_versions      = ch_versions.mix( BOWTIE2_BUILD.out.versions )
+    } else {
+        ch_bowtie2_index = index.first()
     }
 
-    BOWTIE2_ALIGN ( reads, BOWTIE2_BUILD.out.index )
-    ch_versions = ch_versions.mix( BOWTIE2_BUILD.out.versions )
-    ch_multiqc_files = ch_multiqc_files.mix( SAMTOOLS_FLAGSTAT.out.log )
-
-    SAMTOOLS_FLAGSTAT ( BOWTIE2_ALIGN.out.bam )
-    ch_versions = ch_versions.mix( SAMTOOLS_FLAGSTAT.out.versions )
-    ch_multiqc_files = ch_multiqc_files.mix( SAMTOOLS_FLAGSTAT.out.flagstat )
+    BOWTIE2_ALIGN ( reads, ch_bowtie2_index, true )
+    ch_versions      = ch_versions.mix( BOWTIE2_ALIGN.out.versions.first() )
+    ch_multiqc_files = ch_multiqc_files.mix( BOWTIE2_ALIGN.out.log )
 
     emit:
     reads    = BOWTIE2_ALIGN.out.fastq   // channel: [ val(meta), [ reads ] ]
-    versions = ch_versions          // channel: [ versions.yml ]
+    versions = ch_versions               // channel: [ versions.yml ]
     mqc      = ch_multiqc_files
 }
 
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index c5678f1..631aee6 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -23,8 +23,11 @@ if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-cor
 if (params.shortread_clipmerge_excludeunmerged && !params.shortread_clipmerge_mergepairs) exit 1, "[nf-core/taxprofiler] error: cannot include unmerged reads when merging not turned on. Please specify --shortread_clipmerge_mergepairs"
 
 // TODO Add check if index but no reference exit 1
-if (params.shortread_hostremoval_reference   ) { ch_reference       = file(params.shortread_hostremoval_reference) } else {    }
-if (params.shortread_hostremoval_index)        { ch_reference_index = file(params.shortread_hostremoval_index    ) } else { ch_reference_index = [] }
+if (params.shortread_hostremoval && !params.shortread_hostremoval_reference) { exit 1, "[nf-core/taxprofiler] error: --shortread_hostremoval requested but no --shortread_hostremoval_reference FASTA supplied. Check input." }
+if (!params.shortread_hostremoval_reference && params.shortread_hostremoval_reference_index) { exit 1, "[nf-core/taxprofiler] error: --shortread_hostremoval_index provided but no --shortread_hostremoval_reference FASTA supplied. Check input." }
+
+if (params.shortread_hostremoval_reference ) { ch_reference       = file(params.shortread_hostremoval_reference) } else { ch_reference       = [] }
+if (params.shortread_hostremoval_index     ) { ch_reference_index = file(params.shortread_hostremoval_index    ) } else { ch_reference_index = [] }
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -49,6 +52,7 @@ include { INPUT_CHECK             } from '../subworkflows/local/input_check'
 include { DB_CHECK                } from '../subworkflows/local/db_check'
 include { SHORTREAD_PREPROCESSING } from '../subworkflows/local/shortread_preprocessing'
 include { LONGREAD_PREPROCESSING  } from '../subworkflows/local/longread_preprocessing'
+include { SHORTREAD_HOSTREMOVAL   } from '../subworkflows/local/shortread_hostremoval'
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -120,17 +124,24 @@ workflow TAXPROFILER {
     if ( params.longread_clip ) {
         ch_longreads_preprocessed = LONGREAD_PREPROCESSING ( INPUT_CHECK.out.nanopore ).reads
                                         .map { it -> [ it[0], [it[1]] ] }
-    ch_versions = ch_versions.mix(LONGREAD_PREPROCESSING.out.versions.first())
-    } else {
+        ch_versions = ch_versions.mix(LONGREAD_PREPROCESSING.out.versions.first())
+    } else {SHORTREAD_HOSTREMOVAL
         ch_longreads_preprocessed = INPUT_CHECK.out.nanopore
     }
 
+    if ( params.shortread_hostremoval ) {
+        ch_shortreads_hostremoved = SHORTREAD_HOSTREMOVAL ( ch_shortreads_preprocessed, ch_reference, ch_reference_index ).reads
+        ch_versions = ch_versions.mix(SHORTREAD_HOSTREMOVAL.out.versions.first())
+    } else {
+        ch_shortreads_hostremoved = ch_shortreads_preprocessed
+    }
+
     /*
         COMBINE READS WITH POSSIBLE DATABASES
     */
 
     // e.g. output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
-    ch_input_for_profiling = ch_shortreads_preprocessed
+    ch_input_for_profiling = ch_shortreads_hostremoved
             .mix( ch_longreads_preprocessed )
             .combine(DB_CHECK.out.dbs)
             .branch {
@@ -196,9 +207,15 @@ workflow TAXPROFILER {
     if (params.shortread_clipmerge) {
         ch_multiqc_files = ch_multiqc_files.mix(SHORTREAD_PREPROCESSING.out.mqc)
     }
+
+    if (params.shortread_hostremoval) {
+        ch_multiqc_files = ch_multiqc_files.mix(SHORTREAD_HOSTREMOVAL.out.mqc.collect{it[1]}.ifEmpty([]))
+    }
+
     if (params.longread_clip) {
         ch_multiqc_files = ch_multiqc_files.mix(LONGREAD_PREPROCESSING.out.mqc)
     }
+
     if (params.run_kraken2) {
         ch_multiqc_files = ch_multiqc_files.mix(KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([]))
         ch_versions = ch_versions.mix(KRAKEN2_KRAKEN2.out.versions.first())

From a76576c16b44be09548f8f8c6bede81aef2a4d99 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 3 Apr 2022 17:24:50 +0200
Subject: [PATCH 099/372] Prettier

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

diff --git a/modules.json b/modules.json
index 398c351..cd1a0a9 100644
--- a/modules.json
+++ b/modules.json
@@ -44,4 +44,4 @@
             }
         }
     }
-}
\ No newline at end of file
+}

From 3a562065138a4ef9035e43b558c844f58a36611d Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Mon, 4 Apr 2022 16:55:48 +0200
Subject: [PATCH 100/372] Centrifuge classification

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

diff --git a/nextflow.config b/nextflow.config
index 725f892..a99481c 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -74,7 +74,7 @@ params {
 
     // centrifuge
     run_centrifuge             = false
-    centrifuge_db_name         = false
+    centrifuge_db_name         = 'minigut_cf'
     centrifuge_save_unaligned  = false
     centrifuge_save_aligned    = false
     centrifuge_sam_format      = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 3ec2aae..777b82f 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -336,7 +336,7 @@
         },
         "centrifuge_db_name": {
             "type": "string",
-            "default": "false"
+            "default": null
         }
     }
 }
\ No newline at end of file

From a384162810cb1fe1d800d7c3f2053f01c25083da Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 4 Apr 2022 21:16:51 +0200
Subject: [PATCH 101/372] Add prinseq as alternative complexity filtering

---
 CITATIONS.md                                  | 12 ++--
 conf/modules.config                           | 15 ++++-
 modules.json                                  |  5 +-
 .../nf-core/modules/prinseqplusplus/main.nf   | 61 +++++++++++++++++++
 .../nf-core/modules/prinseqplusplus/meta.yml  | 60 ++++++++++++++++++
 nextflow.config                               | 13 ++--
 nextflow_schema.json                          | 37 ++++++++---
 .../local/shortread_complexityfiltering.nf    |  6 +-
 8 files changed, 189 insertions(+), 20 deletions(-)
 create mode 100644 modules/nf-core/modules/prinseqplusplus/main.nf
 create mode 100644 modules/nf-core/modules/prinseqplusplus/meta.yml

diff --git a/CITATIONS.md b/CITATIONS.md
index 0eb8141..ec424b1 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -18,23 +18,27 @@
 
 - [fastp](https://doi.org/10.1093/bioinformatics/bty560)
 
-  > Chen, Shifu, Yanqing Zhou, Yaru Chen, and Jia Gu. 2018. “Fastp: An Ultra-Fast All-in-One FASTQ Preprocessor.” Bioinformatics 34 (17): i884-90. 10.1093/bioinformatics/bty560.
+  > Chen, Shifu, Yanqing Zhou, Yaru Chen, and Jia Gu. 2018. Fastp: An Ultra-Fast All-in-One FASTQ Preprocessor. Bioinformatics 34 (17): i884-90. 10.1093/bioinformatics/bty560.
 
 - [AdapterRemoval2](https://doi.org/10.1186/s13104-016-1900-2)
 
-  > Schubert, Mikkel, Stinus Lindgreen, and Ludovic Orlando. 2016. “AdapterRemoval v2: Rapid Adapter Trimming, Identification, and Read Merging.” BMC Research Notes 9 (February): 88. doi:10.1186/s13104-016-1900-2.
+  > Schubert, Mikkel, Stinus Lindgreen, and Ludovic Orlando. 2016. AdapterRemoval v2: Rapid Adapter Trimming, Identification, and Read Merging. BMC Research Notes 9 (February): 88. doi:10.1186/s13104-016-1900-2.
 
 - [Porechop](https://github.com/rrwick/Porechop)
 
 - [BBTools](http://sourceforge.net/projects/bbmap/)
 
+- [PRINSEQ++](https://doi.org/10.7287/peerj.preprints.27553v1)
+
+  > Cantu, Vito Adrian, Jeffrey Sadural, and Robert Edwards. 2019. PRINSEQ++, a Multi-Threaded Tool for Fast and Efficient Quality Control and Preprocessing of Sequencing Datasets. e27553v1. PeerJ Preprints. doi: 10.7287/peerj.preprints.27553v1.
+
 - [Kraken2](https://doi.org/10.1186/s13059-019-1891-0)
 
-  > Wood, Derrick E., Jennifer Lu, and Ben Langmead. 2019. “Improved Metagenomic Analysis with Kraken 2.” Genome Biology 20 (1): 257. doi: 10.1186/s13059-019-1891-0.
+  > Wood, Derrick E., Jennifer Lu, and Ben Langmead. 2019. Improved Metagenomic Analysis with Kraken 2. Genome Biology 20 (1): 257. doi: 10.1186/s13059-019-1891-0.
 
 - [MALT](https://doi.org/10.1038/s41559-017-0446-6)
 
-  > Vågene, Åshild J., Alexander Herbig, Michael G. Campana, Nelly M. Robles García, Christina Warinner, Susanna Sabin, Maria A. Spyrou, et al. 2018. “Salmonella Enterica Genomes from Victims of a Major Sixteenth-Century Epidemic in Mexico.” Nature Ecology & Evolution 2 (3): 520-28. doi: 10.1038/s41559-017-0446-6.
+  > Vågene, Åshild J., Alexander Herbig, Michael G. Campana, Nelly M. Robles García, Christina Warinner, Susanna Sabin, Maria A. Spyrou, et al. 2018. Salmonella Enterica Genomes from Victims of a Major Sixteenth-Century Epidemic in Mexico. Nature Ecology & Evolution 2 (3): 520-28. doi: 10.1038/s41559-017-0446-6.
 
 ## Software packaging/containerisation tools
 
diff --git a/conf/modules.config b/conf/modules.config
index 601f915..9d2edc3 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -143,7 +143,7 @@ process {
 
     withName: BBMAP_BBDUK {
         ext.args =  [
-                "entropy=${params.shortread_complexityfilter_bbduk_entropy}",
+                "entropy=${params.shortread_complexityfilter_entropy}",
                 "entropywindow=${params.shortread_complexityfilter_bbduk_windowsize}",
                 params.shortread_complexityfilter_bbduk_mask ?  "entropymask=t" : "entropymask=f"
             ].join(' ').trim()
@@ -155,6 +155,19 @@ process {
         ]
     }
 
+    withName: PRINSEQPLUSPLUS {
+        ext.args =  [
+                params.shortread_complexityfilter_prinseqplusplus_mode == 'dust' ? "-lc_dust=${params.shortread_complexityfilter_prinseqplusplus_dustscore}" : "-lc_entropy=${params.shortread_complexityfilter_entropy}",
+                "-trim_qual_left=0 -trim_qual_left=0 -trim_qual_window=0 -trim_qual_step=0"
+            ].join(' ').trim()
+        ext.prefix = { "${meta.id}-${meta.run_accession}" }
+        publishDir = [
+            path: { "${params.outdir}/prinseqplusplus/" },
+            mode: params.publish_dir_mode,
+            pattern: '*{_good_out.fastq.gz,_good_out_R1.fastq.gz,_good_out_R2.fastq.gz,log}'
+        ]
+    }
+
     withName: MALT_RUN {
         ext.args = { "${meta.db_params}" }
         ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
diff --git a/modules.json b/modules.json
index 64e6c3c..355dc9e 100644
--- a/modules.json
+++ b/modules.json
@@ -33,9 +33,12 @@
             "porechop": {
                 "git_sha": "e20e57f90b6787ac9a010a980cf6ea98bd990046"
             },
+            "prinseqplusplus": {
+                "git_sha": "f1c5384c31e985591716afdd732cf8c2ae29d05b"
+            },
             "untar": {
                 "git_sha": "e080f4c8acf5760039ed12ec1f206170f3f9a918"
             }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/modules/prinseqplusplus/main.nf b/modules/nf-core/modules/prinseqplusplus/main.nf
new file mode 100644
index 0000000..ebd8c58
--- /dev/null
+++ b/modules/nf-core/modules/prinseqplusplus/main.nf
@@ -0,0 +1,61 @@
+process PRINSEQPLUSPLUS {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda (params.enable_conda ? "bioconda::prinseq-plus-plus=1.2.3" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/prinseq-plus-plus:1.2.3--hc90279e_1':
+        'quay.io/biocontainers/prinseq-plus-plus:1.2.3--hc90279e_1' }"
+
+    input:
+    tuple val(meta), path(reads)
+
+    output:
+    tuple val(meta), path("*_good_out*.fastq.gz")                  , emit: good_reads
+    tuple val(meta), path("*_single_out*.fastq.gz"), optional: true, emit: single_reads
+    tuple val(meta), path("*_bad_out*.fastq.gz")   , optional: true, emit: bad_reads
+    tuple val(meta), path("*.log")                                 , emit: log
+    path "versions.yml"                                            , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+
+    if (meta.single_end) {
+        """
+        prinseq++ \\
+            -threads $task.cpus \\
+            -fastq ${reads} \\
+            -out_name ${prefix} \\
+            -out_gz \\
+            -VERBOSE 1 \\
+            $args \\
+            | tee ${prefix}.log
+
+        cat <<-END_VERSIONS > versions.yml
+        "${task.process}":
+            prinseqplusplus: \$(echo \$(prinseq++ --version | cut -f 2 -d ' ' ))
+        END_VERSIONS
+        """
+    } else {
+        """
+        prinseq++ \\
+            -threads $task.cpus \\
+            -fastq ${reads[0]} \\
+            -fastq2 ${reads[1]} \\
+            -out_name ${prefix} \\
+            -out_gz \\
+            -VERBOSE 1 \\
+            $args \\
+            | tee ${prefix}.log
+
+        cat <<-END_VERSIONS > versions.yml
+        "${task.process}":
+            prinseqplusplus: \$(echo \$(prinseq++ --version | cut -f 2 -d ' ' ))
+        END_VERSIONS
+        """
+    }
+}
diff --git a/modules/nf-core/modules/prinseqplusplus/meta.yml b/modules/nf-core/modules/prinseqplusplus/meta.yml
new file mode 100644
index 0000000..8155df9
--- /dev/null
+++ b/modules/nf-core/modules/prinseqplusplus/meta.yml
@@ -0,0 +1,60 @@
+name: "prinseqplusplus"
+description: PRINSEQ++ is a C++ implementation of the prinseq-lite.pl program. It can be used to filter, reformat or trim genomic and metagenomic sequence data
+keywords:
+  - fastq
+  - fasta
+  - filter
+  - trim
+tools:
+  - "prinseqplusplus":
+      description: "PRINSEQ++ - Multi-threaded C++ sequence cleaning"
+      homepage: "https://github.com/Adrian-Cantu/PRINSEQ-plus-plus"
+      documentation: "https://github.com/Adrian-Cantu/PRINSEQ-plus-plus"
+      tool_dev_url: "https://github.com/Adrian-Cantu/PRINSEQ-plus-plus"
+      doi: "10.7287/peerj.preprints.27553v1"
+      licence: "['GPL v2']"
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - reads:
+      type: file
+      description: |
+        List of input FastQ files of size 1 and 2 for single-end and paired-end
+        data, respectively.
+
+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"
+  - good_reads:
+      type: file
+      description: Reads passing filter(s) in gzipped FASTQ format
+      pattern: "*_good_out_{R1,R2}.fastq.gz"
+  - single_reads:
+      type: file
+      description: |
+        Single reads without the pair passing filter(s) in gzipped FASTQ format
+      pattern: "*_single_out_{R1,R2}.fastq.gz"
+  - bad_reads:
+      type: file
+      description: |
+        Reads without not passing filter(s) in gzipped FASTQ format
+      pattern: "*_bad_out_{R1,R2}.fastq.gz"
+  - log:
+      type: file
+      description: |
+        Verbose level 2 STDOUT information in a log file
+      pattern: "*.log"
+
+authors:
+  - "@jfy133"
diff --git a/nextflow.config b/nextflow.config
index d57743a..03dfbb9 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -66,11 +66,14 @@ params {
     longread_clip                           = false
 
     // Complexity filtering
-    shortread_complexityfilter                  = false
-    shortread_complexityfilter_tool             = 'bbduk'
-    shortread_complexityfilter_bbduk_entropy    = 0.3
-    shortread_complexityfilter_bbduk_windowsize = 50
-    shortread_complexityfilter_bbduk_mask       = false
+    shortread_complexityfilter                           = false
+    shortread_complexityfilter_tool                      = 'bbduk'
+    shortread_complexityfilter_entropy                   = 0.3
+    shortread_complexityfilter_bbduk_windowsize          = 50
+    shortread_complexityfilter_bbduk_mask                = false
+    shortread_complexityfilter_prinseqplusplus_mode      = 'entropy'
+    shortread_complexityfilter_prinseqplusplus_dustscore = 0.5
+
 
     // MALT
     run_malt                   = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index bd8b438..6dee045 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -173,7 +176,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -284,7 +294,10 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": ["fastp", "adapterremoval"]
+            "enum": [
+                "fastp",
+                "adapterremoval"
+            ]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -308,10 +321,6 @@
             "type": "string",
             "default": "bbduk"
         },
-        "shortread_complexityfilter_bbduk_entropy": {
-            "type": "number",
-            "default": 0.3
-        },
         "shortread_complexityfilter_bbduk_windowsize": {
             "type": "integer",
             "default": 50
@@ -321,6 +330,18 @@
         },
         "shortread_complexityfilter": {
             "type": "boolean"
+        },
+        "shortread_complexityfilter_entropy": {
+            "type": "number",
+            "default": 0.3
+        },
+        "shortread_complexityfilter_prinseqplusplus_mode": {
+            "type": "string",
+            "default": "entropy"
+        },
+        "shortread_complexityfilter_prinseqplusplus_dustscore": {
+            "type": "number",
+            "default": 0.5
         }
     }
-}
+}
\ No newline at end of file
diff --git a/subworkflows/local/shortread_complexityfiltering.nf b/subworkflows/local/shortread_complexityfiltering.nf
index 3d69ed6..12686d7 100644
--- a/subworkflows/local/shortread_complexityfiltering.nf
+++ b/subworkflows/local/shortread_complexityfiltering.nf
@@ -2,7 +2,8 @@
 // Check input samplesheet and get read channels
 //
 
-include { BBMAP_BBDUK } from '../../modules/nf-core/modules/bbmap/bbduk/main'
+include { BBMAP_BBDUK     } from '../../modules/nf-core/modules/bbmap/bbduk/main'
+include { PRINSEQPLUSPLUS } from '../../modules/nf-core/modules/prinseqplusplus/main'
 
 workflow SHORTREAD_COMPLEXITYFILTERING {
     take:
@@ -16,6 +17,9 @@ workflow SHORTREAD_COMPLEXITYFILTERING {
         ch_filtered_reads = BBMAP_BBDUK ( reads, [] ).reads
         ch_versions        =  ch_versions.mix( BBMAP_BBDUK.out.versions.first() )
         ch_multiqc_files   =  ch_multiqc_files.mix( BBMAP_BBDUK.out.log )
+    } else if ( params.shortread_complexityfilter_tool == 'prinseqplusplus' ) {
+        ch_filtered_reads = PRINSEQPLUSPLUS ( reads ).good_reads
+        ch_versions        =  ch_versions.mix( PRINSEQPLUSPLUS.out.versions.first() )
     } else {
         ch_filtered_reads = reads
     }

From 613f6a5565dbaaf6bef06ba980a6b017506490f7 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 4 Apr 2022 21:21:29 +0200
Subject: [PATCH 102/372] Prettier

---
 modules.json         |  2 +-
 nextflow_schema.json | 21 ++++-----------------
 2 files changed, 5 insertions(+), 18 deletions(-)

diff --git a/modules.json b/modules.json
index 355dc9e..d8ac3db 100644
--- a/modules.json
+++ b/modules.json
@@ -41,4 +41,4 @@
             }
         }
     }
-}
\ No newline at end of file
+}
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 6dee045..75e1abe 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -294,10 +284,7 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": [
-                "fastp",
-                "adapterremoval"
-            ]
+            "enum": ["fastp", "adapterremoval"]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -344,4 +331,4 @@
             "default": 0.5
         }
     }
-}
\ No newline at end of file
+}

From c54c32c4947df993231c364ac3fe19f2abb85eed Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Tue, 5 Apr 2022 10:18:34 +0200
Subject: [PATCH 103/372] chore: update adapterremoval

---
 modules.json                                  |  4 +-
 .../nf-core/modules/adapterremoval/main.nf    | 44 ++++++++++++++-----
 .../nf-core/modules/adapterremoval/meta.yml   | 14 +++---
 3 files changed, 42 insertions(+), 20 deletions(-)

diff --git a/modules.json b/modules.json
index 9953edb..51f13ea 100644
--- a/modules.json
+++ b/modules.json
@@ -4,7 +4,7 @@
     "repos": {
         "nf-core/modules": {
             "adapterremoval": {
-                "git_sha": "f0800157544a82ae222931764483331a81812012"
+                "git_sha": "879d42c5e28661fe0a5e744c9e2c515868f9e08a"
             },
             "cat/fastq": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
@@ -38,4 +38,4 @@
             }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/modules/adapterremoval/main.nf b/modules/nf-core/modules/adapterremoval/main.nf
index 9d16b9c..0e17c05 100644
--- a/modules/nf-core/modules/adapterremoval/main.nf
+++ b/modules/nf-core/modules/adapterremoval/main.nf
@@ -12,15 +12,14 @@ process ADAPTERREMOVAL {
     path(adapterlist)
 
     output:
-    tuple val(meta), path("${prefix}.truncated.gz")            , optional: true, emit: singles_truncated
-    tuple val(meta), path("${prefix}.discarded.gz")            , optional: true, emit: discarded
-    tuple val(meta), path("${prefix}.pair1.truncated.gz")      , optional: true, emit: pair1_truncated
-    tuple val(meta), path("${prefix}.pair2.truncated.gz")      , optional: true, emit: pair2_truncated
-    tuple val(meta), path("${prefix}.collapsed.gz")            , optional: true, emit: collapsed
-    tuple val(meta), path("${prefix}.collapsed.truncated.gz")  , optional: true, emit: collapsed_truncated
-    tuple val(meta), path("${prefix}.paired.gz")               , optional: true, emit: paired_interleaved
-    tuple val(meta), path('*.log')                             , emit: log
-    path "versions.yml"                                        , emit: versions
+    tuple val(meta), path("${prefix}.truncated.fastq.gz")            , optional: true, emit: singles_truncated
+    tuple val(meta), path("${prefix}.discarded.fastq.gz")            , optional: true, emit: discarded
+    tuple val(meta), path("${prefix}.pair{1,2}.truncated.fastq.gz")  , optional: true, emit: paired_truncated
+    tuple val(meta), path("${prefix}.collapsed.fastq.gz")            , optional: true, emit: collapsed
+    tuple val(meta), path("${prefix}.collapsed.truncated.fastq.gz")  , optional: true, emit: collapsed_truncated
+    tuple val(meta), path("${prefix}.paired.fastq.gz")               , optional: true, emit: paired_interleaved
+    tuple val(meta), path('*.settings')                              , emit: settings
+    path "versions.yml"                                              , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
@@ -38,10 +37,19 @@ process ADAPTERREMOVAL {
             $adapterlist \\
             --basename ${prefix} \\
             --threads ${task.cpus} \\
-            --settings ${prefix}.log \\
             --seed 42 \\
             --gzip
 
+        ensure_fastq() {
+            if [ -f "\${1}" ]; then
+                mv "\${1}" "\${1::-3}.fastq.gz"
+            fi
+
+        }
+
+        ensure_fastq '${prefix}.truncated.gz'
+        ensure_fastq '${prefix}.discarded.gz'
+
         cat <<-END_VERSIONS > versions.yml
         "${task.process}":
             adapterremoval: \$(AdapterRemoval --version 2>&1 | sed -e "s/AdapterRemoval ver. //g")
@@ -56,10 +64,24 @@ process ADAPTERREMOVAL {
             $adapterlist \\
             --basename ${prefix} \\
             --threads $task.cpus \\
-            --settings ${prefix}.log \\
             --seed 42 \\
             --gzip
 
+        ensure_fastq() {
+            if [ -f "\${1}" ]; then
+                mv "\${1}" "\${1::-3}.fastq.gz"
+            fi
+
+        }
+
+        ensure_fastq '${prefix}.truncated.gz'
+        ensure_fastq '${prefix}.discarded.gz'
+        ensure_fastq '${prefix}.pair1.truncated.gz'
+        ensure_fastq '${prefix}.pair2.truncated.gz'
+        ensure_fastq '${prefix}.collapsed.gz'
+        ensure_fastq '${prefix}.collapsed.truncated.gz'
+        ensure_fastq '${prefix}.paired.gz'
+
         cat <<-END_VERSIONS > versions.yml
         "${task.process}":
             adapterremoval: \$(AdapterRemoval --version 2>&1 | sed -e "s/AdapterRemoval ver. //g")
diff --git a/modules/nf-core/modules/adapterremoval/meta.yml b/modules/nf-core/modules/adapterremoval/meta.yml
index 5faad04..77273f6 100644
--- a/modules/nf-core/modules/adapterremoval/meta.yml
+++ b/modules/nf-core/modules/adapterremoval/meta.yml
@@ -43,43 +43,43 @@ output:
         Adapter trimmed FastQ files of either single-end reads, or singleton
         'orphaned' reads from merging of paired-end data (i.e., one of the pair
         was lost due to filtering thresholds).
-      pattern: "*.truncated.gz"
+      pattern: "*.truncated.fastq.gz"
   - discarded:
       type: file
       description: |
         Adapter trimmed FastQ files of reads that did not pass filtering
         thresholds.
-      pattern: "*.discarded.gz"
+      pattern: "*.discarded.fastq.gz"
   - pair1_truncated:
       type: file
       description: |
         Adapter trimmed R1 FastQ files of paired-end reads that did not merge
         with their respective R2 pair due to long templates. The respective pair
         is stored in 'pair2_truncated'.
-      pattern: "*.pair1.truncated.gz"
+      pattern: "*.pair1.truncated.fastq.gz"
   - pair2_truncated:
       type: file
       description: |
         Adapter trimmed R2 FastQ files of paired-end reads that did not merge
         with their respective R1 pair due to long templates. The respective pair
         is stored in 'pair1_truncated'.
-      pattern: "*.pair2.truncated.gz"
+      pattern: "*.pair2.truncated.fastq.gz"
   - collapsed:
       type: file
       description: |
         Collapsed FastQ of paired-end reads that successfully merged with their
         respective R1 pair but were not trimmed.
-      pattern: "*.collapsed.gz"
+      pattern: "*.collapsed.fastq.gz"
   - collapsed_truncated:
       type: file
       description: |
         Collapsed FastQ of paired-end reads that successfully merged with their
         respective R1 pair and were trimmed of adapter due to sufficient overlap.
-      pattern: "*.collapsed.truncated.gz"
+      pattern: "*.collapsed.truncated.fastq.gz"
   - log:
       type: file
       description: AdapterRemoval log file
-      pattern: "*.log"
+      pattern: "*.settings"
   - versions:
       type: file
       description: File containing software versions

From 0e9b2989e3fd59b6e05a77a8faf6ed89d6ddea03 Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Tue, 5 Apr 2022 10:53:04 +0200
Subject: [PATCH 104/372] refactor: remove superfluous ENSURE_FASTQ_EXTENSION

---
 .../local/shortread_adapterremoval.nf         | 75 ++++---------------
 1 file changed, 16 insertions(+), 59 deletions(-)

diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index e522a1a..8c02f6f 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -5,11 +5,6 @@ Process short raw reads with AdapterRemoval
 include { ADAPTERREMOVAL as ADAPTERREMOVAL_SINGLE       } from '../../modules/nf-core/modules/adapterremoval/main'
 include { ADAPTERREMOVAL as ADAPTERREMOVAL_PAIRED       } from '../../modules/nf-core/modules/adapterremoval/main'
 include { CAT_FASTQ                                     } from '../../modules/nf-core/modules/cat/fastq/main'
-include {
-    ENSURE_FASTQ_EXTENSION as ENSURE_FASTQ_EXTENSION1;
-    ENSURE_FASTQ_EXTENSION as ENSURE_FASTQ_EXTENSION2;
-    ENSURE_FASTQ_EXTENSION as ENSURE_FASTQ_EXTENSION3;
-} from '../../modules/local/ensure_fastq_extension'
 
 workflow SHORTREAD_ADAPTERREMOVAL {
 
@@ -36,34 +31,25 @@ workflow SHORTREAD_ADAPTERREMOVAL {
 
     if ( params.shortread_clipmerge_mergepairs && !params.shortread_clipmerge_excludeunmerged ) {
 
-        ENSURE_FASTQ_EXTENSION1(
-            Channel.empty().mix(
+        ch_concat_fastq = Channel.empty()
+            .mix(
                 ADAPTERREMOVAL_PAIRED.out.collapsed,
                 ADAPTERREMOVAL_PAIRED.out.collapsed_truncated,
                 ADAPTERREMOVAL_PAIRED.out.singles_truncated,
-                ADAPTERREMOVAL_PAIRED.out.pair1_truncated,
-                ADAPTERREMOVAL_PAIRED.out.pair2_truncated
+                ADAPTERREMOVAL_PAIRED.out.paired_truncated
             )
-            .map { meta, reads ->
-                meta.single_end = true
-                [meta, reads]
-            }
-        )
+            .groupTuple()
+            .map { [it.head(), it.tail().flatten()] }
 
-        CAT_FASTQ(
-            ENSURE_FASTQ_EXTENSION1.out.reads
-                .groupTuple()
-        )
-
-        ENSURE_FASTQ_EXTENSION2(ADAPTERREMOVAL_SINGLE.out.singles_truncated)
+        CAT_FASTQ(ch_concat_fastq)
 
         ch_adapterremoval_reads_prepped = CAT_FASTQ.out.reads
-            .mix(ENSURE_FASTQ_EXTENSION2.out.reads)
+            .mix(ADAPTERREMOVAL_SINGLE.out.singles_truncated)
 
     } else if ( params.shortread_clipmerge_mergepairs && params.shortread_clipmerge_excludeunmerged ) {
 
-        ENSURE_FASTQ_EXTENSION1(
-            Channel.empty().mix(
+        ch_concat_fastq = Channel.empty()
+            .mix(
                 ADAPTERREMOVAL_PAIRED.out.collapsed,
                 ADAPTERREMOVAL_PAIRED.out.collapsed_truncated
             )
@@ -71,54 +57,25 @@ workflow SHORTREAD_ADAPTERREMOVAL {
                 meta.single_end = true
                 [meta, reads]
             }
-        )
+            .groupTuple()
 
-        CAT_FASTQ(
-            ENSURE_FASTQ_EXTENSION1.out.reads
-                .groupTuple()
-        )
-
-        ENSURE_FASTQ_EXTENSION2(ADAPTERREMOVAL_SINGLE.out.singles_truncated)
+        CAT_FASTQ(ch_concat_fastq)
 
         ch_adapterremoval_reads_prepped = CAT_FASTQ.out.reads
-            .mix(ENSURE_FASTQ_EXTENSION2.out.reads)
+            .mix(ADAPTERREMOVAL_SINGLE.out.singles_truncated)
 
     } else {
 
-        ENSURE_FASTQ_EXTENSION1(
-            ADAPTERREMOVAL_PAIRED.out.pair1_truncated
-            .map { meta, reads ->
-                meta.single_end = true
-                [meta, reads]
-            }
-        )
-
-        ENSURE_FASTQ_EXTENSION2(
-            ADAPTERREMOVAL_PAIRED.out.pair2_truncated
-            .map { meta, reads ->
-                meta.single_end = true
-                [meta, reads]
-            }
-        )
-
-        ENSURE_FASTQ_EXTENSION3(ADAPTERREMOVAL_SINGLE.out.singles_truncated)
-
-        ch_adapterremoval_reads_prepped = ENSURE_FASTQ_EXTENSION1.out.reads
-            .join(ENSURE_FASTQ_EXTENSION2.out.reads)
-            .groupTuple()
-            .map { meta, pair1, pair2 ->
-                meta.single_end = false
-                [ meta, [ pair1, pair2 ].flatten() ]
-            }
-            .mix(ENSURE_FASTQ_EXTENSION3.out.reads)
+        ch_adapterremoval_reads_prepped = ADAPTERREMOVAL_PAIRED.out.paired_truncated
+            .mix(ADAPTERREMOVAL_SINGLE.out.singles_truncated)
 
     }
 
     ch_versions = ch_versions.mix( ADAPTERREMOVAL_SINGLE.out.versions.first() )
     ch_versions = ch_versions.mix( ADAPTERREMOVAL_PAIRED.out.versions.first() )
     ch_multiqc_files = ch_multiqc_files.mix(
-        ADAPTERREMOVAL_PAIRED.out.log.collect{it[1]},
-        ADAPTERREMOVAL_SINGLE.out.log.collect{it[1]}
+        ADAPTERREMOVAL_PAIRED.out.settings.collect{it[1]},
+        ADAPTERREMOVAL_SINGLE.out.settings.collect{it[1]}
     )
 
     emit:

From d46ddd972c2fc2c3ce0e7fe03b3ad42a4821332a Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 5 Apr 2022 11:04:30 +0200
Subject: [PATCH 105/372] Expand tests and fix schema after review

---
 .github/workflows/ci.yml |  8 ++++++++
 conf/test.config         | 13 +++++++------
 nextflow.config          |  2 +-
 nextflow_schema.json     |  3 ++-
 4 files changed, 18 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b8975b5..79148f0 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -29,8 +29,16 @@ jobs:
           - NXF_VER: ""
             NXF_EDGE: "1"
         parameters:
+          - "--longread_clip false"
+          - "--shortread_clip false"
           - "--shortread_clipmerge_tool fastp"
+          - "--shortread_clipmerge_tool fastp --shortread_clipmerge_mergepairs --shortread_clipmerge_excludeunmerged"
+          - "--shortread_clipmerge_tool fastp --shortread_clipmerge_mergepairs"
           - "--shortread_clipmerge_tool adapterremoval"
+          - "--shortread_clipmerge_tool adapterremoval --shortread_clipmerge_mergepairs --shortread_clipmerge_excludeunmerged"
+          - "--shortread_clipmerge_tool adapterremoval --shortread_clipmerge_mergepairs"
+          - "--shortread_complexityfilter_tool bbduk"
+          - "--shortread_complexityfilter_tool prinseq"
 
     steps:
       - name: Check out pipeline code
diff --git a/conf/test.config b/conf/test.config
index ff92fe7..bdad2c1 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -22,11 +22,12 @@ params {
     // Input data
     // TODO nf-core: Specify the paths to your test data on nf-core/test-datasets
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
-    input               = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
-    databases           = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
-    run_kraken2         = true
-    run_malt            = true
-    run_metaphlan3      = true
-    shortread_clipmerge = true
+    input                         = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
+    databases                     = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
+    run_kraken2                   = true
+    run_malt                      = true
+    run_metaphlan3                = true
+    shortread_clipmerge           = true
+    longread_clip                 = false
     shortread_complexityfilter    = true
 }
diff --git a/nextflow.config b/nextflow.config
index cd81f08..e6d6307 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -51,7 +51,7 @@ params {
     max_cpus                   = 16
     max_time                   = '240.h'
 
-    // Databaess
+    // Databases
     databases = null
 
     // FASTQ preprocessing
diff --git a/nextflow_schema.json b/nextflow_schema.json
index bec9ea4..6f6125e 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -328,7 +328,8 @@
         },
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
-            "default": "entropy"
+            "default": "entropy",
+            "enum": ["entropy", "dust"]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",

From 59b2088aa183a58523f712ec5ee85cbdab8e1647 Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Tue, 5 Apr 2022 11:16:43 +0200
Subject: [PATCH 106/372] style: apply prettier

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

diff --git a/modules.json b/modules.json
index 51f13ea..becb501 100644
--- a/modules.json
+++ b/modules.json
@@ -38,4 +38,4 @@
             }
         }
     }
-}
\ No newline at end of file
+}

From 39e5e802c7af4e7e36927afa471801ff3b8aab6e Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Tue, 5 Apr 2022 11:29:39 +0200
Subject: [PATCH 107/372] refactor: make code more explicit, add comment

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

diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index 8c02f6f..906a33f 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -39,7 +39,9 @@ workflow SHORTREAD_ADAPTERREMOVAL {
                 ADAPTERREMOVAL_PAIRED.out.paired_truncated
             )
             .groupTuple()
-            .map { [it.head(), it.tail().flatten()] }
+            // Paired-end reads cause a nested tuple during grouping.
+            // We want to present a flat list of files to `CAT_FASTQ`.
+            .map { meta, fastq -> [meta, fastq.flatten()] }
 
         CAT_FASTQ(ch_concat_fastq)
 

From 245a4d1f5dae7e29ec76aa1265154edbbe3eb3db Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 5 Apr 2022 13:08:44 +0200
Subject: [PATCH 108/372] Fix MQC staging and remove debugging dump

---
 subworkflows/local/shortread_adapterremoval.nf |  4 ++--
 workflows/taxprofiler.nf                       | 13 ++++++-------
 2 files changed, 8 insertions(+), 9 deletions(-)

diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index 9d49b10..473a05f 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -117,8 +117,8 @@ workflow SHORTREAD_ADAPTERREMOVAL {
     ch_versions = ch_versions.mix( ADAPTERREMOVAL_SINGLE.out.versions.first() )
     ch_versions = ch_versions.mix( ADAPTERREMOVAL_PAIRED.out.versions.first() )
     ch_multiqc_files = ch_multiqc_files.mix(
-        ADAPTERREMOVAL_PAIRED.out.log.collect{it[1]},
-        ADAPTERREMOVAL_SINGLE.out.log.collect{it[1]}
+        ADAPTERREMOVAL_PAIRED.out.log,
+        ADAPTERREMOVAL_SINGLE.out.log
     )
 
     emit:
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index ddd5914..eb2b461 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -171,7 +171,6 @@ workflow TAXPROFILER {
                             }
 
     ch_input_for_metaphlan3 = ch_input_for_profiling.metaphlan3
-                            .dump(tag: "input_metaphlan3")
                             .multiMap {
                                 it ->
                                     reads: [it[0] + it[2], it[1]]
@@ -213,34 +212,34 @@ workflow TAXPROFILER {
     ch_multiqc_files = ch_multiqc_files.mix(FASTQC.out.zip.collect{it[1]}.ifEmpty([]))
 
     if (params.shortread_clipmerge) {
-        ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) )
+        ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]).dump(tag: "clipmerge") )
         ch_versions = ch_versions.mix( SHORTREAD_PREPROCESSING.out.versions )
     }
 
     if (params.longread_clip) {
-        ch_multiqc_files = ch_multiqc_files.mix( LONGREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) )
+        ch_multiqc_files = ch_multiqc_files.mix( LONGREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]).dump(tag: "clip") )
         ch_versions = ch_versions.mix( LONGREAD_PREPROCESSING.out.versions )
     }
 
     if (params.shortread_complexityfilter){
-        ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_COMPLEXITYFILTERING.out.mqc.collect{it[1]}.ifEmpty([]) )
+        ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_COMPLEXITYFILTERING.out.mqc.collect{it[1]}.ifEmpty([]).dump(tag: "complex") )
         ch_versions = ch_versions.mix( SHORTREAD_COMPLEXITYFILTERING.out.versions )
     }
 
     if (params.run_kraken2) {
-        ch_multiqc_files = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([]) )
+        ch_multiqc_files = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([]).dump(tag: "kraken") )
         ch_versions = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
     }
 
     if (params.run_malt) {
-        ch_multiqc_files = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([]) )
+        ch_multiqc_files = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([]).dump(tag: "malt") )
         ch_versions = ch_versions.mix( MALT_RUN.out.versions.first() )
     }
 
     // TODO Versions for Karken/MALT not report?
     // TODO create multiQC module for metaphlan
     MULTIQC (
-        ch_multiqc_files.collect()
+        ch_multiqc_files.collect().dump(tag: "input_to_mqc")
     )
     multiqc_report = MULTIQC.out.report.toList()
     ch_versions    = ch_versions.mix(MULTIQC.out.versions)

From 5b9355725dea7af56745a28e6807ae5768798e8b Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 5 Apr 2022 13:14:06 +0200
Subject: [PATCH 109/372] Whoops

---
 workflows/taxprofiler.nf | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index eb2b461..8dfe996 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -17,7 +17,7 @@ for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true
 // Check mandatory parameters
 if (params.input    ) { ch_input     = file(params.input)     } else { exit 1, 'Input samplesheet not specified!' }
 if (params.databases) { ch_databases = file(params.databases) } else { exit 1, 'Input database sheet not specified!' }
-if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] warning: MALT does not except uncollapsed paired-reads. Pairs will be profiled as separate files."
+if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] warning: MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
 if (params.shortread_clipmerge_excludeunmerged && !params.shortread_clipmerge_mergepairs) exit 1, "[nf-core/taxprofiler] error: cannot include unmerged reads when merging not turned on. Please specify --shortread_clipmerge_mergepairs"
 
 /*
@@ -212,34 +212,34 @@ workflow TAXPROFILER {
     ch_multiqc_files = ch_multiqc_files.mix(FASTQC.out.zip.collect{it[1]}.ifEmpty([]))
 
     if (params.shortread_clipmerge) {
-        ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]).dump(tag: "clipmerge") )
+        ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) )
         ch_versions = ch_versions.mix( SHORTREAD_PREPROCESSING.out.versions )
     }
 
     if (params.longread_clip) {
-        ch_multiqc_files = ch_multiqc_files.mix( LONGREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]).dump(tag: "clip") )
+        ch_multiqc_files = ch_multiqc_files.mix( LONGREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) )
         ch_versions = ch_versions.mix( LONGREAD_PREPROCESSING.out.versions )
     }
 
     if (params.shortread_complexityfilter){
-        ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_COMPLEXITYFILTERING.out.mqc.collect{it[1]}.ifEmpty([]).dump(tag: "complex") )
+        ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_COMPLEXITYFILTERING.out.mqc.collect{it[1]}.ifEmpty([])  )
         ch_versions = ch_versions.mix( SHORTREAD_COMPLEXITYFILTERING.out.versions )
     }
 
     if (params.run_kraken2) {
-        ch_multiqc_files = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([]).dump(tag: "kraken") )
+        ch_multiqc_files = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([])  )
         ch_versions = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
     }
 
     if (params.run_malt) {
-        ch_multiqc_files = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([]).dump(tag: "malt") )
+        ch_multiqc_files = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([])  )
         ch_versions = ch_versions.mix( MALT_RUN.out.versions.first() )
     }
 
     // TODO Versions for Karken/MALT not report?
     // TODO create multiQC module for metaphlan
     MULTIQC (
-        ch_multiqc_files.collect().dump(tag: "input_to_mqc")
+        ch_multiqc_files.collect()
     )
     multiqc_report = MULTIQC.out.report.toList()
     ch_versions    = ch_versions.mix(MULTIQC.out.versions)

From 98f082d7b6df9e7ef8da41b98bafab63770d3582 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 5 Apr 2022 13:17:54 +0200
Subject: [PATCH 110/372] Fix mistake in previous upstream merge with AR2
 output channel for settings file

---
 subworkflows/local/shortread_adapterremoval.nf | 5 +++--
 workflows/taxprofiler.nf                       | 2 +-
 2 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index 6512596..bfed76a 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -75,9 +75,10 @@ workflow SHORTREAD_ADAPTERREMOVAL {
 
     ch_versions = ch_versions.mix( ADAPTERREMOVAL_SINGLE.out.versions.first() )
     ch_versions = ch_versions.mix( ADAPTERREMOVAL_PAIRED.out.versions.first() )
+
     ch_multiqc_files = ch_multiqc_files.mix(
-        ADAPTERREMOVAL_PAIRED.out.log,
-        ADAPTERREMOVAL_SINGLE.out.log
+        ADAPTERREMOVAL_PAIRED.out.settings,
+        ADAPTERREMOVAL_SINGLE.out.settings
     )
 
     emit:
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 8dfe996..3b08402 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -222,7 +222,7 @@ workflow TAXPROFILER {
     }
 
     if (params.shortread_complexityfilter){
-        ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_COMPLEXITYFILTERING.out.mqc.collect{it[1]}.ifEmpty([])  )
+        ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_COMPLEXITYFILTERING.out.mqc.collect{it[1]}.ifEmpty([]) )
         ch_versions = ch_versions.mix( SHORTREAD_COMPLEXITYFILTERING.out.versions )
     }
 

From 82aa89ad63d8769989b533da4695dc9387d81355 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 5 Apr 2022 13:55:11 +0200
Subject: [PATCH 111/372] re add missing switch meta of merged reads to true

---
 subworkflows/local/shortread_adapterremoval.nf | 13 +++++++++++--
 1 file changed, 11 insertions(+), 2 deletions(-)

diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index bfed76a..b573be9 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -38,11 +38,17 @@ workflow SHORTREAD_ADAPTERREMOVAL {
                 ADAPTERREMOVAL_PAIRED.out.singles_truncated,
                 ADAPTERREMOVAL_PAIRED.out.paired_truncated
             )
+            .map { meta, reads ->
+                def meta_new = meta.clone()
+                meta_new.single_end = true
+                [meta_new, reads]
+            }
             .groupTuple()
             // Paired-end reads cause a nested tuple during grouping.
             // We want to present a flat list of files to `CAT_FASTQ`.
             .map { meta, fastq -> [meta, fastq.flatten()] }
 
+
         CAT_FASTQ(ch_concat_fastq)
 
         ch_adapterremoval_reads_prepped = CAT_FASTQ.out.reads
@@ -56,10 +62,13 @@ workflow SHORTREAD_ADAPTERREMOVAL {
                 ADAPTERREMOVAL_PAIRED.out.collapsed_truncated
             )
             .map { meta, reads ->
-                meta.single_end = true
-                [meta, reads]
+                def meta_new = meta.clone()
+                meta_new.single_end = true
+                [meta_new, reads]
             }
             .groupTuple()
+            .map { meta, fastq -> [meta, fastq.flatten()] }
+
 
         CAT_FASTQ(ch_concat_fastq)
 

From c40a9a00113c3e178bf20a4f1e0870d0994d9383 Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Tue, 5 Apr 2022 12:13:45 +0200
Subject: [PATCH 112/372] refactor: avoid publishing unpacked databases

---
 conf/modules.config | 6 +-----
 1 file changed, 1 insertion(+), 5 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 2a8789f..22db8d0 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -35,11 +35,7 @@ process {
     }
 
     withName: UNTAR {
-        publishDir = [
-            path: { "${params.outdir}/databases" },
-            mode: params.publish_dir_mode,
-            saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
-        ]
+        publishDir = null
     }
 
     withName: FASTQC {

From af12435fa5e3adf240d48bf9f764a063c62593b8 Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Tue, 5 Apr 2022 12:16:26 +0200
Subject: [PATCH 113/372] fix: use parameter for publish mode everywhere

---
 conf/modules.config | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 22db8d0..a910b8e 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -43,7 +43,7 @@ process {
         ext.prefix = { "${meta.id}_${meta.run_accession}_raw" }
         publishDir = [
             path: { "${params.outdir}/fastqc/raw" },
-            mode: 'copy',
+            mode: params.publish_dir_mode,
             pattern: '*.html'
         ]
     }
@@ -53,7 +53,7 @@ process {
         ext.prefix = { "${meta.id}_${meta.run_accession}_processed" }
         publishDir = [
             path: { "${params.outdir}/fastqc/processed" },
-            mode: 'copy',
+            mode: params.publish_dir_mode,
             pattern: '*.html'
         ]
     }
@@ -69,7 +69,7 @@ process {
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
             path: { "${params.outdir}/fastp" },
-            mode: 'copy',
+            mode: params.publish_dir_mode,
             pattern: '*.fastq.gz'
         ]
     }
@@ -88,7 +88,7 @@ process {
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
             path: { "${params.outdir}/fastp" },
-            mode: 'copy',
+            mode: params.publish_dir_mode,
             pattern: '*.fastq.gz'
         ]
     }
@@ -104,7 +104,7 @@ process {
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
             path: { "${params.outdir}/adapterremoval" },
-            mode: 'copy',
+            mode: params.publish_dir_mode,
             pattern: '*.fastq.gz'
         ]
     }
@@ -123,7 +123,7 @@ process {
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
             path: { "${params.outdir}/adapterremoval" },
-            mode: 'copy',
+            mode: params.publish_dir_mode,
             pattern: '*.fastq.gz'
         ]
     }
@@ -132,7 +132,7 @@ process {
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
             path: { "${params.outdir}/porechop" },
-            mode: 'copy',
+            mode: params.publish_dir_mode,
             pattern: '*.fastq.gz'
         ]
     }
@@ -169,7 +169,7 @@ process {
         ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
             path: { "${params.outdir}/malt/${meta.db_name}" },
-            mode: 'copy',
+            mode: params.publish_dir_mode,
             pattern: '*.{rma6,tab,text,sam,log}'
         ]
     }
@@ -179,7 +179,7 @@ process {
         ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
             path: { "${params.outdir}/kraken2/${meta.db_name}" },
-            mode: 'copy',
+            mode: params.publish_dir_mode,
             pattern: '*.{fastq.gz,txt}'
         ]
     }

From 8827b143a22b07c21c7cbe5776fb112015f5ae8b Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Tue, 5 Apr 2022 12:30:06 +0200
Subject: [PATCH 114/372] fix: disable publishing correctly

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

diff --git a/conf/modules.config b/conf/modules.config
index a910b8e..ce9597b 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -35,7 +35,7 @@ process {
     }
 
     withName: UNTAR {
-        publishDir = null
+        publishDir = [enabled: false]
     }
 
     withName: FASTQC {

From 018b9a8ea60afd0c5d123e4420fdccaecafbc9f7 Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Wed, 6 Apr 2022 10:21:43 +0200
Subject: [PATCH 115/372] refactor: do not generally publish output

---
 conf/modules.config | 6 ------
 1 file changed, 6 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index ce9597b..f9cfe3b 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -12,12 +12,6 @@
 
 process {
 
-    publishDir = [
-        path: { "${params.outdir}/${task.process.tokenize(':')[-1].tokenize('_')[0].toLowerCase()}" },
-        mode: params.publish_dir_mode,
-        saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
-    ]
-
     withName: SAMPLESHEET_CHECK {
         publishDir = [
             path: { "${params.outdir}/pipeline_info" },

From 7ab3aa546b8e1d0388981757d259284bf67f5fc8 Mon Sep 17 00:00:00 2001
From: "Moritz E. Beber" <midnighter@posteo.net>
Date: Wed, 6 Apr 2022 10:27:11 +0200
Subject: [PATCH 116/372] refactor: use flags to publish reads

---
 conf/modules.config  | 25 ++++++++++++++-----------
 nextflow.config      |  2 ++
 nextflow_schema.json |  8 ++++++++
 3 files changed, 24 insertions(+), 11 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index f9cfe3b..b59850f 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -28,10 +28,6 @@ process {
         ]
     }
 
-    withName: UNTAR {
-        publishDir = [enabled: false]
-    }
-
     withName: FASTQC {
         ext.args = '--quiet'
         ext.prefix = { "${meta.id}_${meta.run_accession}_raw" }
@@ -64,7 +60,8 @@ process {
         publishDir = [
             path: { "${params.outdir}/fastp" },
             mode: params.publish_dir_mode,
-            pattern: '*.fastq.gz'
+            pattern: '*.fastq.gz',
+            enabled: params.save_preprocessed_reads
         ]
     }
 
@@ -83,7 +80,8 @@ process {
         publishDir = [
             path: { "${params.outdir}/fastp" },
             mode: params.publish_dir_mode,
-            pattern: '*.fastq.gz'
+            pattern: '*.fastq.gz',
+            enabled: params.save_preprocessed_reads
         ]
     }
 
@@ -99,7 +97,8 @@ process {
         publishDir = [
             path: { "${params.outdir}/adapterremoval" },
             mode: params.publish_dir_mode,
-            pattern: '*.fastq.gz'
+            pattern: '*.fastq.gz',
+            enabled: params.save_preprocessed_reads
         ]
     }
 
@@ -118,7 +117,8 @@ process {
         publishDir = [
             path: { "${params.outdir}/adapterremoval" },
             mode: params.publish_dir_mode,
-            pattern: '*.fastq.gz'
+            pattern: '*.fastq.gz',
+            enabled: params.save_preprocessed_reads
         ]
     }
 
@@ -127,7 +127,8 @@ process {
         publishDir = [
             path: { "${params.outdir}/porechop" },
             mode: params.publish_dir_mode,
-            pattern: '*.fastq.gz'
+            pattern: '*.fastq.gz',
+            enabled: params.save_preprocessed_reads
         ]
     }
 
@@ -141,7 +142,8 @@ process {
         publishDir = [
             path: { "${params.outdir}/bbduk/" },
             mode: params.publish_dir_mode,
-            pattern: '*.{fastq.gz,log}'
+            pattern: '*.{fastq.gz,log}',
+            enabled: params.save_complexityfiltered_reads
         ]
     }
 
@@ -154,7 +156,8 @@ process {
         publishDir = [
             path: { "${params.outdir}/prinseqplusplus/" },
             mode: params.publish_dir_mode,
-            pattern: '*{_good_out.fastq.gz,_good_out_R1.fastq.gz,_good_out_R2.fastq.gz,log}'
+            pattern: '*{_good_out.fastq.gz,_good_out_R1.fastq.gz,_good_out_R2.fastq.gz,log}',
+            enabled: params.save_complexityfiltered_reads
         ]
     }
 
diff --git a/nextflow.config b/nextflow.config
index e6d6307..19cc823 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -64,6 +64,7 @@ params {
     shortread_clipmerge_adapter2            = null
     shortread_clipmerge_minlength           = 15
     longread_clip                           = false
+    save_preprocessed_reads                 = false
 
     // Complexity filtering
     shortread_complexityfilter                           = false
@@ -73,6 +74,7 @@ params {
     shortread_complexityfilter_bbduk_mask                = false
     shortread_complexityfilter_prinseqplusplus_mode      = 'entropy'
     shortread_complexityfilter_prinseqplusplus_dustscore = 0.5
+    save_complexityfiltered_reads                        = false
 
 
     // MALT
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 6f6125e..6858409 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -308,6 +308,10 @@
             "type": "integer",
             "default": 15
         },
+        "save_preprocessed_reads": {
+            "type": "boolean",
+            "default": false
+        },
         "shortread_complexityfilter_tool": {
             "type": "string",
             "default": "bbduk"
@@ -334,6 +338,10 @@
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
             "default": 0.5
+        },
+        "save_complexityfiltered_reads": {
+            "type": "boolean",
+            "default": false
         }
     }
 }

From 26779a4420f5d71d55a7bb99ff85ee1863740401 Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Thu, 7 Apr 2022 16:27:19 +0200
Subject: [PATCH 117/372] Remove db_name from nextflow.config

---
 conf/test.config     | 4 ++--
 nextflow.config      | 1 -
 nextflow_schema.json | 7 +++++--
 3 files changed, 7 insertions(+), 5 deletions(-)

diff --git a/conf/test.config b/conf/test.config
index 6e82300..d392306 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -25,10 +25,10 @@ params {
     input                         = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
     databases                     = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
     run_kraken2                   = true
-    run_malt                      = true
+    run_malt                      = false
     run_metaphlan3                = true
     run_centrifuge                = true
     shortread_clipmerge           = true
     longread_clip                 = false
-    shortread_complexityfilter    = true
+    shortread_complexityfilter    = false
 }
diff --git a/nextflow.config b/nextflow.config
index 37f886f..b4a8d91 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -86,7 +86,6 @@ params {
 
     // centrifuge
     run_centrifuge             = false
-    centrifuge_db_name         = 'minigut_cf'
     centrifuge_save_unaligned  = false
     centrifuge_save_aligned    = false
     centrifuge_sam_format      = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 2ed80ed..23eb83b 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -358,7 +358,10 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": ["entropy", "dust"]
+            "enum": [
+                "entropy",
+                "dust"
+            ]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -369,4 +372,4 @@
             "default": false
         }
     }
-}
+}
\ No newline at end of file

From 3d45ac57aead82baa98a8f0ee8aa668775bf4021 Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <sofia.stamouli@scilifelab.se>
Date: Thu, 7 Apr 2022 16:42:22 +0200
Subject: [PATCH 118/372] Prettier

---
 modules.json         |  2 +-
 nextflow_schema.json | 26 +++++---------------------
 2 files changed, 6 insertions(+), 22 deletions(-)

diff --git a/modules.json b/modules.json
index 5abebf6..7fbc65c 100644
--- a/modules.json
+++ b/modules.json
@@ -47,4 +47,4 @@
             }
         }
     }
-}
\ No newline at end of file
+}
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 23eb83b..2b115eb 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -310,10 +300,7 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": [
-                "fastp",
-                "adapterremoval"
-            ]
+            "enum": ["fastp", "adapterremoval"]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -358,10 +345,7 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": [
-                "entropy",
-                "dust"
-            ]
+            "enum": ["entropy", "dust"]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -372,4 +356,4 @@
             "default": false
         }
     }
-}
\ No newline at end of file
+}

From 2dfe3b3cc1d3a08aace2f521e84fa2c9820c3d98 Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <91951607+sofstam@users.noreply.github.com>
Date: Fri, 8 Apr 2022 10:00:04 +0200
Subject: [PATCH 119/372] Update conf/test.config

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 conf/test.config | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/conf/test.config b/conf/test.config
index d392306..270ad95 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -30,5 +30,5 @@ params {
     run_centrifuge                = true
     shortread_clipmerge           = true
     longread_clip                 = false
-    shortread_complexityfilter    = false
+    shortread_complexityfilter    = true
 }

From 48d28cf8d4ac889b80736c86b3ed97eb46554af2 Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <91951607+sofstam@users.noreply.github.com>
Date: Fri, 8 Apr 2022 10:00:10 +0200
Subject: [PATCH 120/372] Update conf/test.config

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 conf/test.config | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/conf/test.config b/conf/test.config
index 270ad95..6e82300 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -25,7 +25,7 @@ params {
     input                         = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
     databases                     = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
     run_kraken2                   = true
-    run_malt                      = false
+    run_malt                      = true
     run_metaphlan3                = true
     run_centrifuge                = true
     shortread_clipmerge           = true

From fd5ebea9a697b7cc2e97cc2c056f131b64848bae Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <sofia.stamouli@scilifelab.se>
Date: Fri, 8 Apr 2022 10:57:58 +0200
Subject: [PATCH 121/372] Remove old centrifuge module

---
 modules.json                                  |  2 +-
 .../nf-core/modules/centrifuge/main.nf        | 63 ----------------
 .../nf-core/modules/centrifuge/meta.yml       | 73 -------------------
 3 files changed, 1 insertion(+), 137 deletions(-)
 delete mode 100644 modules/nf-core/modules/nf-core/modules/centrifuge/main.nf
 delete mode 100644 modules/nf-core/modules/nf-core/modules/centrifuge/meta.yml

diff --git a/modules.json b/modules.json
index 7fbc65c..5abebf6 100644
--- a/modules.json
+++ b/modules.json
@@ -47,4 +47,4 @@
             }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/modules/nf-core/modules/centrifuge/main.nf b/modules/nf-core/modules/nf-core/modules/centrifuge/main.nf
deleted file mode 100644
index 7eb566d..0000000
--- a/modules/nf-core/modules/nf-core/modules/centrifuge/main.nf
+++ /dev/null
@@ -1,63 +0,0 @@
-process CENTRIFUGE {
-    tag "$meta.id"
-    label 'process_high'
-
-    conda (params.enable_conda ? "bioconda::centrifuge=1.0.4_beta" : null)
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/centrifuge:1.0.4_beta--h9a82719_6' :
-        'quay.io/biocontainers/centrifuge:1.0.4_beta--h9a82719_6' }"
-
-    input:
-    tuple val(meta), path(reads)
-    path db
-    val save_unaligned
-    val save_aligned
-    val sam_format
-
-    output:
-    tuple val(meta), path('*report.txt')                 , emit: report
-    tuple val(meta), path('*results.txt')                , emit: results
-    tuple val(meta), path('*kreport.txt')                , emit: kreport
-    tuple val(meta), path('*.sam')                       , optional: true, emit: sam
-    tuple val(meta), path('*.mapped.fastq{,.1,.2}.gz')   , optional: true, emit: fastq_mapped
-    tuple val(meta), path('*.unmapped.fastq{,.1,.2}.gz') , optional: true, emit: fastq_unmapped
-    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.id}"
-    def paired = meta.single_end ? "-U ${reads}" :  "-1 ${reads[0]} -2 ${reads[1]}"
-    def db_name = db.toString().replace(".tar.gz","")
-    def unaligned = ''
-    def aligned = ''
-    if (meta.single_end) {
-        unaligned = save_unaligned ? "--un-gz ${prefix}.unmapped.fastq.gz" : ''
-        aligned = save_aligned ? "--al-gz ${prefix}.mapped.fastq.gz" : ''
-    } else {
-        unaligned = save_unaligned ? "--un-conc-gz ${prefix}.unmapped.fastq.gz" : ''
-        aligned = save_aligned ? "--al-conc-gz ${prefix}.mapped.fastq.gz" : ''
-    }
-    def sam_output = sam_format ? "--out-fmt 'sam'" : ''
-    """
-    tar -xf $db
-    centrifuge \\
-        -x $db_name \\
-        -p $task.cpus \\
-        $paired \\
-        --report-file ${prefix}.report.txt \\
-        -S ${prefix}.results.txt \\
-        $unaligned \\
-        $aligned \\
-        $sam_output \\
-        $args
-    centrifuge-kreport -x $db_name ${prefix}.results.txt > ${prefix}.kreport.txt
-
-    cat <<-END_VERSIONS > versions.yml
-    "${task.process}":
-        centrifuge: \$( centrifuge --version  | sed -n 1p | sed 's/^.*centrifuge-class version //')
-    END_VERSIONS
-    """
-}
diff --git a/modules/nf-core/modules/nf-core/modules/centrifuge/meta.yml b/modules/nf-core/modules/nf-core/modules/centrifuge/meta.yml
deleted file mode 100644
index 3adf0e2..0000000
--- a/modules/nf-core/modules/nf-core/modules/centrifuge/meta.yml
+++ /dev/null
@@ -1,73 +0,0 @@
-name: centrifuge
-description: Classifies metagenomic sequence data
-keywords:
-  - classify
-  - metagenomics
-  - fastq
-  - db
-tools:
-  - centrifuge:
-      description: Centrifuge is a classifier for metagenomic sequences.
-      homepage: https://ccb.jhu.edu/software/centrifuge/
-      documentation: https://ccb.jhu.edu/software/centrifuge/manual.shtml
-      doi: 10.1101/gr.210641.116
-      licence: ["GPL v3"]
-input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - reads:
-      type: file
-      description: |
-        List of input FastQ files of size 1 and 2 for single-end and paired-end data,
-        respectively.
-  - db:
-      type: directory
-      description: Centrifuge database in .tar.gz format
-      pattern: "*.tar.gz"
-  - save_unaligned:
-      type: value
-      description: If true unmapped fastq files are saved
-  - save_aligned:
-      type: value
-      description: If true mapped fastq files are saved
-output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - report:
-      type: file
-      description: |
-        File containing a classification summary
-      pattern: "*.{report.txt}"
-  - results:
-      type: file
-      description: |
-        File containing classification results
-      pattern: "*.{results.txt}"
-  - kreport:
-      type: file
-      description: |
-        File containing kraken-style report from centrifuge
-        out files.
-      pattern: "*.{kreport.txt}"
-  - fastq_unmapped:
-      type: file
-      description: Unmapped fastq files
-      pattern: "*.unmapped.fastq.gz"
-  - fastq_mapped:
-      type: file
-      description: Mapped fastq files
-      pattern: "*.mapped.fastq.gz"
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-authors:
-  - "@sofstam"
-  - "@jfy133"
-  - "@sateeshperi"

From 63bc597daf008a4de9ed5e34c0b8d682f349a34a Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <sofia.stamouli@scilifelab.se>
Date: Fri, 8 Apr 2022 11:01:45 +0200
Subject: [PATCH 122/372] Prettier

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

diff --git a/modules.json b/modules.json
index 5abebf6..7fbc65c 100644
--- a/modules.json
+++ b/modules.json
@@ -47,4 +47,4 @@
             }
         }
     }
-}
\ No newline at end of file
+}

From 7b08c49cd6cb6471384a26c1202733cad0fe58ae Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 8 Apr 2022 11:54:54 +0200
Subject: [PATCH 123/372] Re-add run merging and gonna let GHA see if it works
 >.>

---
 .github/workflows/ci.yml |  1 +
 nextflow.config          |  2 ++
 workflows/taxprofiler.nf | 25 +++++++++++++++++++++++--
 3 files changed, 26 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 79148f0..7678645 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -39,6 +39,7 @@ jobs:
           - "--shortread_clipmerge_tool adapterremoval --shortread_clipmerge_mergepairs"
           - "--shortread_complexityfilter_tool bbduk"
           - "--shortread_complexityfilter_tool prinseq"
+          - "--run_merging"
 
     steps:
       - name: Check out pipeline code
diff --git a/nextflow.config b/nextflow.config
index 19cc823..1c69d36 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -76,6 +76,8 @@ params {
     shortread_complexityfilter_prinseqplusplus_dustscore = 0.5
     save_complexityfiltered_reads                        = false
 
+    // run merging
+    run_merging                = false
 
     // MALT
     run_malt                   = false
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 3b08402..61eda6e 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -125,13 +125,34 @@ workflow TAXPROFILER {
         ch_shortreads_filtered = ch_shortreads_preprocessed
     }
 
+    /*
+        STEP: Run merging
+    */
+
+    if ( params.run_merging ) {
+        ch_reads_for_cat = ch_shortreads_filtered
+            .mix( ch_longreads_preprocessed )
+            .map {
+                meta, reads ->
+                    def meta_new = meta.clone()
+                    meta_new['run_accession'].remove()
+                    [ meta_new, reads ]
+            }
+            .groupTuple()
+
+        ch_reads_runmerged = CAT_FASTQ ( ch_reads_for_cat )
+
+    } else {
+        ch_reads_runmerged = ch_shortreads_filtered
+            .mix( ch_longreads_preprocessed )
+    }
+
     /*
         COMBINE READS WITH POSSIBLE DATABASES
     */
 
     // e.g. output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
-    ch_input_for_profiling = ch_shortreads_filtered
-            .mix( ch_longreads_preprocessed )
+    ch_input_for_profiling = ch_reads_runmerged
             .combine(DB_CHECK.out.dbs)
             .branch {
                 malt:    it[2]['tool'] == 'malt'

From 74c496f6af04e15e1625d7311791004a645b3a21 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 8 Apr 2022 11:58:16 +0200
Subject: [PATCH 124/372] Fix CAT_FASTQ output

---
 workflows/taxprofiler.nf | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 61eda6e..2d0c17d 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -140,8 +140,7 @@ workflow TAXPROFILER {
             }
             .groupTuple()
 
-        ch_reads_runmerged = CAT_FASTQ ( ch_reads_for_cat )
-
+        ch_reads_runmerged = CAT_FASTQ ( ch_reads_for_cat ).reads
     } else {
         ch_reads_runmerged = ch_shortreads_filtered
             .mix( ch_longreads_preprocessed )
@@ -247,6 +246,10 @@ workflow TAXPROFILER {
         ch_versions = ch_versions.mix( SHORTREAD_COMPLEXITYFILTERING.out.versions )
     }
 
+    if (params.run_merging){
+        ch_versions = ch_versions.mix(CAT_FASTQ.out.versions)
+    }
+
     if (params.run_kraken2) {
         ch_multiqc_files = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([])  )
         ch_versions = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )

From 4d726a87e98f56bf1a4e0d52259d9e83f89539ce Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 8 Apr 2022 12:01:07 +0200
Subject: [PATCH 125/372] Fix metadata removal

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

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 2d0c17d..33d9725 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -135,7 +135,7 @@ workflow TAXPROFILER {
             .map {
                 meta, reads ->
                     def meta_new = meta.clone()
-                    meta_new['run_accession'].remove()
+                    meta_new.remove('run_accession')
                     [ meta_new, reads ]
             }
             .groupTuple()

From d130a72d74899c3fd85db3c1c751b7b6848fd031 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 8 Apr 2022 13:09:23 +0200
Subject: [PATCH 126/372] Get this working

---
 .github/workflows/ci.yml              |  1 +
 conf/modules.config                   |  6 +++---
 subworkflows/local/shortread_fastp.nf |  4 ++--
 workflows/taxprofiler.nf              | 18 ++++++++++++++++--
 4 files changed, 22 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 7678645..53423cb 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -40,6 +40,7 @@ jobs:
           - "--shortread_complexityfilter_tool bbduk"
           - "--shortread_complexityfilter_tool prinseq"
           - "--run_merging"
+          - "--run_merging --shortread_clipmerge_mergepairs"
 
     steps:
       - name: Check out pipeline code
diff --git a/conf/modules.config b/conf/modules.config
index b59850f..7602e3f 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -163,7 +163,7 @@ process {
 
     withName: MALT_RUN {
         ext.args = { "${meta.db_params}" }
-        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        ext.prefix = if params.run_merging : { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
             path: { "${params.outdir}/malt/${meta.db_name}" },
             mode: params.publish_dir_mode,
@@ -173,7 +173,7 @@ process {
 
     withName: KRAKEN2_KRAKEN2 {
         ext.args = { "${meta.db_params}" }
-        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        ext.prefix = if params.run_merging : { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
             path: { "${params.outdir}/kraken2/${meta.db_name}" },
             mode: params.publish_dir_mode,
@@ -183,7 +183,7 @@ process {
 
     withName: METAPHLAN3 {
         publishDir = [
-            path: { "${params.outdir}/metaphlan3/${meta.db_name}" },
+        ext.prefix = if params.run_merging : { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
             mode: params.publish_dir_mode,
             pattern: '*.{biom,txt}'
         ]
diff --git a/subworkflows/local/shortread_fastp.nf b/subworkflows/local/shortread_fastp.nf
index 18baf17..04057b1 100644
--- a/subworkflows/local/shortread_fastp.nf
+++ b/subworkflows/local/shortread_fastp.nf
@@ -28,8 +28,8 @@ workflow SHORTREAD_FASTP {
                                         .map {
                                             meta, reads ->
                                                 def meta_new = meta.clone()
-                                                meta_new['single_end'] = 1
-                                                [ meta_new, reads ]
+                                                meta_new['single_end'] = true
+                                                [ meta_new, reads.flatten() ]
                                         }
 
         ch_fastp_reads_prepped = ch_fastp_reads_prepped_pe.mix( FASTP_SINGLE.out.reads )
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 33d9725..e04d4d6 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -130,7 +130,8 @@ workflow TAXPROFILER {
     */
 
     if ( params.run_merging ) {
-        ch_reads_for_cat = ch_shortreads_filtered
+
+        ch_reads_for_cat_branch = ch_shortreads_filtered
             .mix( ch_longreads_preprocessed )
             .map {
                 meta, reads ->
@@ -139,8 +140,21 @@ workflow TAXPROFILER {
                     [ meta_new, reads ]
             }
             .groupTuple()
+            .map {
+                meta, reads ->
+                    [ meta, reads.flatten() ]
+            }
+            .branch {
+                // we can't concate files if there is not a second run, we branch
+                // here to separate them out, and mix after
+                cat: ( it[0]['single_end'] && it[1].size() > 1 ) || ( !it[0]['single_end'] && it[1].size() > 2 )
+                skip: true
+            }
+
+        ch_reads_for_cat_branch.cat.dump(tag: "for_catting")
+
+        ch_reads_runmerged = CAT_FASTQ ( ch_reads_for_cat_branch.cat ).reads.mix( ch_reads_for_cat_branch.skip )
 
-        ch_reads_runmerged = CAT_FASTQ ( ch_reads_for_cat ).reads
     } else {
         ch_reads_runmerged = ch_shortreads_filtered
             .mix( ch_longreads_preprocessed )

From ca011ccc5b363ea9d6c1eaf44713a9c09e471f39 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 8 Apr 2022 13:28:37 +0200
Subject: [PATCH 127/372] Fix cat_fastq naming logic?

---
 conf/modules.config      | 19 +++++++++++++++----
 nextflow.config          |  1 +
 nextflow_schema.json     | 38 +++++++++++++++++++++++++++++---------
 workflows/taxprofiler.nf |  4 ----
 4 files changed, 45 insertions(+), 17 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 7602e3f..97e9510 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -161,9 +161,19 @@ process {
         ]
     }
 
+    withName: CAT_FASTQ {
+        ext.prefix = { "${meta.id}-${meta.run_accession}" }
+        publishDir = [
+            path: { "${params.outdir}/run_merging/" },
+            mode: params.publish_dir_mode,
+            pattern: '*.fastq.gz',
+            enabled: params.save_runmerged_reads
+        ]
+    }
+
     withName: MALT_RUN {
         ext.args = { "${meta.db_params}" }
-        ext.prefix = if params.run_merging : { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        ext.prefix = params.run_merging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
             path: { "${params.outdir}/malt/${meta.db_name}" },
             mode: params.publish_dir_mode,
@@ -173,7 +183,7 @@ process {
 
     withName: KRAKEN2_KRAKEN2 {
         ext.args = { "${meta.db_params}" }
-        ext.prefix = if params.run_merging : { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        ext.prefix = params.run_merging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
             path: { "${params.outdir}/kraken2/${meta.db_name}" },
             mode: params.publish_dir_mode,
@@ -182,12 +192,13 @@ process {
     }
 
     withName: METAPHLAN3 {
+        ext.args = { "${meta.db_params}" }
+        ext.prefix = params.run_merging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
-        ext.prefix = if params.run_merging : { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+            path: { "${params.outdir}/metaphlan3/${meta.db_name}" },
             mode: params.publish_dir_mode,
             pattern: '*.{biom,txt}'
         ]
-        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
     }
 
     withName: CUSTOM_DUMPSOFTWAREVERSIONS {
diff --git a/nextflow.config b/nextflow.config
index 1c69d36..d969ed9 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -78,6 +78,7 @@ params {
 
     // run merging
     run_merging                = false
+    save_runmerged_reads       = false
 
     // MALT
     run_malt                   = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 6858409..0b4b4fb 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -173,7 +176,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -288,7 +298,10 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": ["fastp", "adapterremoval"]
+            "enum": [
+                "fastp",
+                "adapterremoval"
+            ]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -309,8 +322,7 @@
             "default": 15
         },
         "save_preprocessed_reads": {
-            "type": "boolean",
-            "default": false
+            "type": "boolean"
         },
         "shortread_complexityfilter_tool": {
             "type": "string",
@@ -333,15 +345,23 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": ["entropy", "dust"]
+            "enum": [
+                "entropy",
+                "dust"
+            ]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
             "default": 0.5
         },
         "save_complexityfiltered_reads": {
-            "type": "boolean",
-            "default": false
+            "type": "boolean"
+        },
+        "run_merging": {
+            "type": "boolean"
+        },
+        "save_runmerged_reads": {
+            "type": "boolean"
         }
     }
-}
+}
\ No newline at end of file
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index e04d4d6..bdb93ab 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -140,10 +140,6 @@ workflow TAXPROFILER {
                     [ meta_new, reads ]
             }
             .groupTuple()
-            .map {
-                meta, reads ->
-                    [ meta, reads.flatten() ]
-            }
             .branch {
                 // we can't concate files if there is not a second run, we branch
                 // here to separate them out, and mix after

From a634814d848a68252d81b231e34942f5fa616c83 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 8 Apr 2022 13:34:00 +0200
Subject: [PATCH 128/372] Formatting and fix fastp output

---
 nextflow_schema.json                          | 26 ++++---------------
 .../local/shortread_adapterremoval.nf         |  2 +-
 2 files changed, 6 insertions(+), 22 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 0b4b4fb..64836df 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -298,10 +288,7 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": [
-                "fastp",
-                "adapterremoval"
-            ]
+            "enum": ["fastp", "adapterremoval"]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -345,10 +332,7 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": [
-                "entropy",
-                "dust"
-            ]
+            "enum": ["entropy", "dust"]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -364,4 +348,4 @@
             "type": "boolean"
         }
     }
-}
\ No newline at end of file
+}
diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index b573be9..a7948e7 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -67,7 +67,7 @@ workflow SHORTREAD_ADAPTERREMOVAL {
                 [meta_new, reads]
             }
             .groupTuple()
-            .map { meta, fastq -> [meta, fastq.flatten()] }
+            .map { meta, fastq -> [meta, [ fastq ].flatten()] }
 
 
         CAT_FASTQ(ch_concat_fastq)

From 6c14f2b230a6c6df99e89c44ed8904cb0a5a7b59 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 8 Apr 2022 13:44:52 +0200
Subject: [PATCH 129/372] Remove the flattening?

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

diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index a7948e7..735d3b8 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -67,7 +67,7 @@ workflow SHORTREAD_ADAPTERREMOVAL {
                 [meta_new, reads]
             }
             .groupTuple()
-            .map { meta, fastq -> [meta, [ fastq ].flatten()] }
+            .map { meta, fastq -> [meta, fastq] }
 
 
         CAT_FASTQ(ch_concat_fastq)

From 35cb6e042acf3fbe34c9664bebb9c27ef0d96179 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 8 Apr 2022 13:46:12 +0200
Subject: [PATCH 130/372] Flatten the right thing

---
 subworkflows/local/shortread_adapterremoval.nf | 2 +-
 subworkflows/local/shortread_fastp.nf          | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index 735d3b8..b573be9 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -67,7 +67,7 @@ workflow SHORTREAD_ADAPTERREMOVAL {
                 [meta_new, reads]
             }
             .groupTuple()
-            .map { meta, fastq -> [meta, fastq] }
+            .map { meta, fastq -> [meta, fastq.flatten()] }
 
 
         CAT_FASTQ(ch_concat_fastq)
diff --git a/subworkflows/local/shortread_fastp.nf b/subworkflows/local/shortread_fastp.nf
index 04057b1..4626691 100644
--- a/subworkflows/local/shortread_fastp.nf
+++ b/subworkflows/local/shortread_fastp.nf
@@ -29,7 +29,7 @@ workflow SHORTREAD_FASTP {
                                             meta, reads ->
                                                 def meta_new = meta.clone()
                                                 meta_new['single_end'] = true
-                                                [ meta_new, reads.flatten() ]
+                                                [ meta_new, [ reads ].flatten() ]
                                         }
 
         ch_fastp_reads_prepped = ch_fastp_reads_prepped_pe.mix( FASTP_SINGLE.out.reads )

From 8839fe22b8856fb1d69e11e2e1e0a4367cb97dc3 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 8 Apr 2022 20:02:22 +0200
Subject: [PATCH 131/372] Fix output tuple for reads

---
 workflows/taxprofiler.nf | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index bdb93ab..7d5f60f 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -149,7 +149,15 @@ workflow TAXPROFILER {
 
         ch_reads_for_cat_branch.cat.dump(tag: "for_catting")
 
-        ch_reads_runmerged = CAT_FASTQ ( ch_reads_for_cat_branch.cat ).reads.mix( ch_reads_for_cat_branch.skip )
+        ch_reads_runmerged = CAT_FASTQ ( ch_reads_for_cat_branch.cat ).reads
+            .mix( ch_reads_for_cat_branch.skip )
+            .map {
+                meta, reads ->
+
+                [ meta, [ reads ].flatten() ]
+            }
+
+        ch_reads_runmerged.dump(tag: "ch_reads_runmerged" )
 
     } else {
         ch_reads_runmerged = ch_shortreads_filtered

From afb66e445fcb2f9c60f4152e1184f5f8600a843c Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 8 Apr 2022 21:36:59 +0200
Subject: [PATCH 132/372] Append pairment to ID at profiling to prevent
 multiqc-level filename crash

---
 workflows/taxprofiler.nf | 13 ++++++++-----
 1 file changed, 8 insertions(+), 5 deletions(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 7d5f60f..1da812d 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -147,8 +147,6 @@ workflow TAXPROFILER {
                 skip: true
             }
 
-        ch_reads_for_cat_branch.cat.dump(tag: "for_catting")
-
         ch_reads_runmerged = CAT_FASTQ ( ch_reads_for_cat_branch.cat ).reads
             .mix( ch_reads_for_cat_branch.skip )
             .map {
@@ -157,8 +155,6 @@ workflow TAXPROFILER {
                 [ meta, [ reads ].flatten() ]
             }
 
-        ch_reads_runmerged.dump(tag: "ch_reads_runmerged" )
-
     } else {
         ch_reads_runmerged = ch_shortreads_filtered
             .mix( ch_longreads_preprocessed )
@@ -168,8 +164,15 @@ workflow TAXPROFILER {
         COMBINE READS WITH POSSIBLE DATABASES
     */
 
-    // e.g. output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
+    // e.g. output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], [ <reads_path>/2612.merged.fastq.gz ], ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
     ch_input_for_profiling = ch_reads_runmerged
+            .map {
+                meta, reads ->
+                    def meta_new = meta.clone()
+                    pairtype = meta_new['single_end'] ? '_se' : '_pe'
+                    meta_new['id'] =  meta_new['id'] + pairtype
+                    [meta_new, reads]
+            }
             .combine(DB_CHECK.out.dbs)
             .branch {
                 malt:    it[2]['tool'] == 'malt'

From ecf0eea4f99f0601124661557b41c5092d507ca6 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 10 Apr 2022 06:43:30 +0200
Subject: [PATCH 133/372] Move profiling to subworkflow and standardise outputs

---
 conf/modules.config             |  24 +++----
 subworkflows/local/profiling.nf | 120 ++++++++++++++++++++++++++++++++
 workflows/taxprofiler.nf        |  97 ++------------------------
 3 files changed, 136 insertions(+), 105 deletions(-)
 create mode 100644 subworkflows/local/profiling.nf

diff --git a/conf/modules.config b/conf/modules.config
index de41e69..531bd5a 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -167,7 +167,7 @@ process {
         publishDir = [
             path: { "${params.outdir}/malt/${meta.db_name}" },
             mode: params.publish_dir_mode,
-            pattern: '*.{rma6,tab,text,sam,log}'
+            pattern: '*.{log}'
         ]
     }
 
@@ -177,7 +177,7 @@ process {
         publishDir = [
             path: { "${params.outdir}/kraken2/${meta.db_name}" },
             mode: params.publish_dir_mode,
-            pattern: '*.{fastq.gz,txt}'
+            pattern: '*.{txt}'
         ]
     }
 
@@ -190,6 +190,16 @@ process {
         ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
     }
 
+    withName: CENTRIFUGE_CENTRIFUGE {
+        publishDir = [
+            path: { "${params.outdir}/centrifuge/${meta.db_name}" },
+            mode: params.publish_dir_mode,
+            pattern: '*.txt'
+        ]
+        ext.args = { "${meta.db_params}" }
+        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+    }
+
     withName: CUSTOM_DUMPSOFTWAREVERSIONS {
         publishDir = [
             path: { "${params.outdir}/pipeline_info" },
@@ -198,14 +208,4 @@ process {
         ]
     }
 
-    withName: CENTRIFUGE_CENTRIFUGE {
-        publishDir = [
-            path: { "${params.outdir}/centrifuge/${meta.db_name}" },
-            mode: params.publish_dir_mode,
-            pattern: '*.{fastq.gz,txt}'
-        ]
-        ext.args = { "${meta.db_params}" }
-        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
-    }
-
 }
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
new file mode 100644
index 0000000..ac48d77
--- /dev/null
+++ b/subworkflows/local/profiling.nf
@@ -0,0 +1,120 @@
+//
+// Run profiling
+//
+
+include { MALT_RUN                    } from '../../modules/nf-core/modules/malt/run/main'
+include { KRAKEN2_KRAKEN2             } from '../../modules/nf-core/modules/kraken2/kraken2/main'
+include { CENTRIFUGE_CENTRIFUGE       } from '../../modules/nf-core/modules/centrifuge/centrifuge/main'
+include { METAPHLAN3                  } from '../../modules/nf-core/modules/metaphlan3/main'
+
+workflow PROFILING {
+    take:
+    shortreads // [ [ meta ], [ reads ] ]
+    longreads // [ [ meta ], [ reads ] ]
+    databases // [ [ meta ], path ]
+
+    main:
+    ch_versions       = Channel.empty()
+    ch_multiqc_files  = Channel.empty()
+
+/*
+        COMBINE READS WITH POSSIBLE DATABASES
+    */
+
+    // e.g. output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
+    ch_input_for_profiling = shortreads
+            .mix( longreads )
+            .combine(databases)
+            .branch {
+                malt:    it[2]['tool'] == 'malt'
+                kraken2: it[2]['tool'] == 'kraken2'
+                metaphlan3: it[2]['tool'] == 'metaphlan3'
+                centrifuge: it[2]['tool'] == 'centrifuge'
+                unknown: true
+            }
+
+    /*
+        PREPARE PROFILER INPUT CHANNELS
+    */
+
+    // Each tool as a slightly different input structure and generally separate
+    // input channels for reads vs databases. We restructure the channel tuple
+    // for each tool and make liberal use of multiMap to keep reads/databases
+    // channel element order in sync with each other
+
+    // MALT: We groupTuple to have all samples in one channel for MALT as database
+    // loading takes a long time, so we only want to run it once per database
+    // TODO document somewhere we only accept illumina short reads for MALT?
+    ch_input_for_malt =  ch_input_for_profiling.malt
+                            .filter { it[0]['instrument_platform'] == 'ILLUMINA' }
+                            .map {
+                                it ->
+                                    def temp_meta =  [ id: it[2]['db_name']]  + it[2]
+                                    def db = it[3]
+                                    [ temp_meta, it[1], db ]
+                            }
+                            .groupTuple(by: [0,2])
+                            .multiMap {
+                                it ->
+                                    reads: [ it[0], it[1].flatten() ]
+                                    db: it[2]
+                            }
+
+    // All subsequent tools can easily run on a per-sample basis
+
+    ch_input_for_kraken2 =  ch_input_for_profiling.kraken2
+                            .multiMap {
+                                it ->
+                                    reads: [ it[0] + it[2], it[1] ]
+                                    db: it[3]
+                            }
+
+    ch_input_for_centrifuge =  ch_input_for_profiling.centrifuge
+                                .dump(tag: "input for centrifuge")
+                                .multiMap {
+                                    it ->
+                                        reads: [ it[0] + it[2], it[1] ]
+                                        db: it[3]
+                                }
+
+    ch_input_for_metaphlan3 = ch_input_for_profiling.metaphlan3
+                            .multiMap {
+                                it ->
+                                    reads: [it[0] + it[2], it[1]]
+                                    db: it[3]
+                            }
+
+    /*
+        RUN PROFILING
+    */
+
+    if ( params.run_malt ) {
+        MALT_RUN ( ch_input_for_malt.reads, params.malt_mode, ch_input_for_malt.db )
+        ch_multiqc_files = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([])  )
+        ch_versions = ch_versions.mix( MALT_RUN.out.versions.first() )
+    }
+
+    if ( params.run_kraken2 ) {
+        KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db  )
+        ch_multiqc_files = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([])  )
+        ch_versions = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
+    }
+
+    if ( params.run_centrifuge ) {
+        CENTRIFUGE_CENTRIFUGE ( ch_input_for_centrifuge.reads, ch_input_for_centrifuge.db, params.centrifuge_save_unaligned, params.centrifuge_save_aligned, params.centrifuge_sam_format  )
+        ch_versions = ch_versions.mix( CENTRIFUGE_CENTRIFUGE.out.versions.first() )
+    }
+
+    if ( params.run_metaphlan3 ) {
+        METAPHLAN3 ( ch_input_for_metaphlan3.reads, ch_input_for_metaphlan3.db )
+        ch_versions = ch_versions.mix( METAPHLAN3.out.versions.first() )
+    }
+
+
+    emit:
+    // TODO work out if there is enough standardisation of output to export as one?
+    //output    = ch_filtered_reads    // channel: [ val(meta), [ reads ] ]
+    versions = ch_versions          // channel: [ versions.yml ]
+    mqc      = ch_multiqc_files
+}
+
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 6b89c66..38afdda 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -44,6 +44,7 @@ include { DB_CHECK                      } from '../subworkflows/local/db_check'
 include { SHORTREAD_PREPROCESSING       } from '../subworkflows/local/shortread_preprocessing'
 include { LONGREAD_PREPROCESSING        } from '../subworkflows/local/longread_preprocessing'
 include { SHORTREAD_COMPLEXITYFILTERING } from '../subworkflows/local/shortread_complexityfiltering'
+include { PROFILING                     } from '../subworkflows/local/profiling'
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -59,10 +60,6 @@ include { MULTIQC                     } from '../modules/nf-core/modules/multiqc
 include { CUSTOM_DUMPSOFTWAREVERSIONS } from '../modules/nf-core/modules/custom/dumpsoftwareversions/main'
 
 include { CAT_FASTQ                   } from '../modules/nf-core/modules/cat/fastq/main'
-include { MALT_RUN                    } from '../modules/nf-core/modules/malt/run/main'
-include { KRAKEN2_KRAKEN2             } from '../modules/nf-core/modules/kraken2/kraken2/main'
-include { CENTRIFUGE_CENTRIFUGE       } from '../modules/nf-core/modules/centrifuge/centrifuge/main'
-include { METAPHLAN3                  } from '../modules/nf-core/modules/metaphlan3/main'
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -127,88 +124,10 @@ workflow TAXPROFILER {
     }
 
     /*
-        COMBINE READS WITH POSSIBLE DATABASES
+        SUBWORKFLOW: PROFILING
     */
 
-    // e.g. output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
-    ch_input_for_profiling = ch_shortreads_filtered
-            .mix( ch_longreads_preprocessed )
-            .combine(DB_CHECK.out.dbs)
-            .branch {
-                malt:    it[2]['tool'] == 'malt'
-                kraken2: it[2]['tool'] == 'kraken2'
-                metaphlan3: it[2]['tool'] == 'metaphlan3'
-                centrifuge: it[2]['tool'] == 'centrifuge'
-                unknown: true
-            }
-
-    /*
-        PREPARE PROFILER INPUT CHANNELS
-    */
-
-    // We groupTuple to have all samples in one channel for MALT as database
-    // loading takes a long time, so we only want to run it once per database
-    // TODO document somewhere we only accept illumina short reads for MALT?
-    ch_input_for_malt =  ch_input_for_profiling.malt
-                            .filter { it[0]['instrument_platform'] == 'ILLUMINA' }
-                            .map {
-                                it ->
-                                    def temp_meta =  [ id: it[2]['db_name']]  + it[2]
-                                    def db = it[3]
-                                    [ temp_meta, it[1], db ]
-                            }
-                            .groupTuple(by: [0,2])
-                            .multiMap {
-                                it ->
-                                    reads: [ it[0], it[1].flatten() ]
-                                    db: it[2]
-                            }
-
-    // We can run Kraken2 one-by-one sample-wise
-    ch_input_for_kraken2 =  ch_input_for_profiling.kraken2
-                            .multiMap {
-                                it ->
-                                    reads: [ it[0] + it[2], it[1] ]
-                                    db: it[3]
-                            }
-
-    // We can run centrifuge one-by-one sample-wise
-    ch_input_for_centrifuge =  ch_input_for_profiling.centrifuge
-                               .dump(tag: "input for centrifuge")
-                               .multiMap {
-                                    it ->
-                                        reads: [ it[0] + it[2], it[1] ]
-                                        db: it[3]
-                                }
-
-    //
-    // RUN PROFILING
-    //
-    ch_input_for_metaphlan3 = ch_input_for_profiling.metaphlan3
-                            .multiMap {
-                                it ->
-                                    reads: [it[0] + it[2], it[1]]
-                                    db: it[3]
-                            }
-
-    /*
-        MODULE: RUN PROFILING
-    */
-    if ( params.run_malt ) {
-        MALT_RUN ( ch_input_for_malt.reads, params.malt_mode, ch_input_for_malt.db )
-    }
-
-    if ( params.run_kraken2 ) {
-        KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db  )
-    }
-
-    if ( params.run_centrifuge ) {
-        CENTRIFUGE_CENTRIFUGE ( ch_input_for_centrifuge.reads, ch_input_for_centrifuge.db, params.centrifuge_save_unaligned, params.centrifuge_save_aligned, params.centrifuge_sam_format  )
-    }
-
-    if ( params.run_metaphlan3 ) {
-        METAPHLAN3 ( ch_input_for_metaphlan3.reads, ch_input_for_metaphlan3.db )
-    }
+    PROFILING ( ch_shortreads_filtered, ch_longreads_preprocessed, DB_CHECK.out.dbs )
 
     /*
         MODULE: MultiQC
@@ -244,17 +163,9 @@ workflow TAXPROFILER {
         ch_versions = ch_versions.mix( SHORTREAD_COMPLEXITYFILTERING.out.versions )
     }
 
-    if (params.run_kraken2) {
-        ch_multiqc_files = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([])  )
-        ch_versions = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
-    }
+    ch_multiqc_files = ch_multiqc_files.mix( PROFILING.out.mqc )
 
-    if (params.run_malt) {
-        ch_multiqc_files = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([])  )
-        ch_versions = ch_versions.mix( MALT_RUN.out.versions.first() )
-    }
 
-    // TODO Versions for Karken/MALT not report?
     // TODO create multiQC module for metaphlan
     MULTIQC (
         ch_multiqc_files.collect()

From 082093f3dee43655b4911e5d81ba0eb0c693454c Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 10 Apr 2022 06:44:10 +0200
Subject: [PATCH 134/372] Prettier

---
 conf/modules.config      | 8 ++++++++
 workflows/taxprofiler.nf | 1 -
 2 files changed, 8 insertions(+), 1 deletion(-)

diff --git a/conf/modules.config b/conf/modules.config
index 531bd5a..2f5710e 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -208,4 +208,12 @@ process {
         ]
     }
 
+    withName: MULTIQC {
+        publishDir = [
+            path: { "${params.outdir}/${task.process.tokenize(':')[-1].tokenize('_')[0].toLowerCase()}" },
+            mode: params.publish_dir_mode,
+            saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
+        ]
+    }
+
 }
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 38afdda..4afdd6c 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -165,7 +165,6 @@ workflow TAXPROFILER {
 
     ch_multiqc_files = ch_multiqc_files.mix( PROFILING.out.mqc )
 
-
     // TODO create multiQC module for metaphlan
     MULTIQC (
         ch_multiqc_files.collect()

From 80c08af11b28f89289bc0739fbd13da661b45644 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 10 Apr 2022 06:48:25 +0200
Subject: [PATCH 135/372] Mix in profiling versions into mainline versons
 channel

---
 workflows/taxprofiler.nf | 1 +
 1 file changed, 1 insertion(+)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 4afdd6c..237f1ea 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -128,6 +128,7 @@ workflow TAXPROFILER {
     */
 
     PROFILING ( ch_shortreads_filtered, ch_longreads_preprocessed, DB_CHECK.out.dbs )
+    ch_versions = ch_versions.mix( PROFILING.out.versions )
 
     /*
         MODULE: MultiQC

From 030099c559a5eeeee2a65c523a9e946748327b45 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 10 Apr 2022 07:26:20 +0200
Subject: [PATCH 136/372] A bit of clean up

---
 subworkflows/local/profiling.nf       | 1 -
 subworkflows/local/shortread_fastp.nf | 2 +-
 workflows/taxprofiler.nf              | 2 ++
 3 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index ac48d77..c74c583 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -70,7 +70,6 @@ workflow PROFILING {
                             }
 
     ch_input_for_centrifuge =  ch_input_for_profiling.centrifuge
-                                .dump(tag: "input for centrifuge")
                                 .multiMap {
                                     it ->
                                         reads: [ it[0] + it[2], it[1] ]
diff --git a/subworkflows/local/shortread_fastp.nf b/subworkflows/local/shortread_fastp.nf
index 18baf17..9fb9425 100644
--- a/subworkflows/local/shortread_fastp.nf
+++ b/subworkflows/local/shortread_fastp.nf
@@ -10,7 +10,7 @@ workflow SHORTREAD_FASTP {
     reads // [[meta], [reads]]
 
     main:
-    ch_versions = Channel.empty()
+    ch_versions           = Channel.empty()
     ch_multiqc_files      = Channel.empty()
 
     ch_input_for_fastp = reads
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 237f1ea..4b9f927 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -85,6 +85,7 @@ workflow TAXPROFILER {
     DB_CHECK (
         ch_databases
     )
+    ch_versions = ch_versions.mix(DB_CHECK.out.versions)
 
     /*
         MODULE: Run FastQC
@@ -101,6 +102,7 @@ workflow TAXPROFILER {
         SUBWORKFLOW: PERFORM PREPROCESSING
     */
     if ( params.shortread_clipmerge ) {
+
         ch_shortreads_preprocessed = SHORTREAD_PREPROCESSING ( INPUT_CHECK.out.fastq ).reads
     } else {
         ch_shortreads_preprocessed = INPUT_CHECK.out.fastq

From b892fd0be5b754cc361ab6d9c71f15b732353057 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 10 Apr 2022 22:17:44 +0200
Subject: [PATCH 137/372] Initial attempt at docs

---
 README.md              | 32 ++++++++--------
 assets/samplesheet.csv |  9 +++--
 docs/usage.md          | 84 +++++++++++++++++++++++++++++-------------
 3 files changed, 80 insertions(+), 45 deletions(-)

diff --git a/README.md b/README.md
index e976f73..88f643b 100644
--- a/README.md
+++ b/README.md
@@ -18,7 +18,7 @@
 
 <!-- TODO nf-core: Write a 1-2 sentence summary of what data the pipeline is for and what it does -->
 
-**nf-core/taxprofiler** is a bioinformatics best-practice analysis pipeline for taxonomic profiling of shotgun metagenomic data. It allows for in-parallel profiling against multiple profiling tools and databases and produces standardised output tables.
+**nf-core/taxprofiler** is a bioinformatics best-practice analysis pipeline for taxonomic profiling of shotgun metagenomic data. It allows for in-parallel profiling with multiple profiling tools against multiple databases, produces standardised output tables.
 
 The pipeline is built using [Nextflow](https://www.nextflow.io), a workflow tool to run tasks across multiple compute infrastructures in a very portable manner. It uses Docker/Singularity containers making installation trivial and results highly reproducible. The [Nextflow DSL2](https://www.nextflow.io/docs/latest/dsl2.html) implementation of this pipeline uses one container per process which makes it much easier to maintain and update software dependencies. Where possible, these processes have been submitted to and installed from [nf-core/modules](https://github.com/nf-core/modules) in order to make them available to all nf-core pipelines, and to everyone within the Nextflow community!
 
@@ -32,20 +32,20 @@ On release, automated continuous integration tests run the pipeline on a full-si
 
 1. Read QC ([`FastQC`](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/))
 2. Performs optional read pre-processing
-   - Adapter clipping and merging (short, and nanopore reads)
-   - Low complexity filtering
-   - Host read removal
+   - Adapter clipping and merging (short read: [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval2](https://github.com/MikkelSchubert/adapterremoval); long read: [porechop](https://github.com/rrwick/Porechop))
+   - Low complexity filtering ([bbduk](https://jgi.doe.gov/data-and-tools/software-tools/bbtools/), [PRINSEQ++](https://github.com/Adrian-Cantu/PRINSEQ-plus-plus))
+   - Host read removal ([BowTie2](http://bowtie-bio.sourceforge.net/bowtie2/))
    - Run merging
-3. Performs taxonomic profiling a choice of:
-   - Kraken2
-   - MetaPhlAn3
-   - MALT
-   - DIAMOND
-   - Centrifuge
-   - Kaiju
-   - mOTUs
+3. Performs taxonomic profiling via a choice of any or all of:
+   - [Kraken2](https://ccb.jhu.edu/software/kraken2/)
+   - [MetaPhlAn3](https://huttenhower.sph.harvard.edu/metaphlan/)
+   - [MALT](https://uni-tuebingen.de/fakultaeten/mathematisch-naturwissenschaftliche-fakultaet/fachbereiche/informatik/lehrstuehle/algorithms-in-bioinformatics/software/malt/)
+   - [DIAMOND](https://github.com/bbuchfink/diamond)
+   - [Centrifuge](https://ccb.jhu.edu/software/centrifuge/)
+   - [Kaiju](https://kaiju.binf.ku.dk/)
+   - [mOTUs](https://motu-tool.org/)
 4. Perform optional post-processing with:
-   - bracken
+   - [bracken](https://ccb.jhu.edu/software/bracken/)
 5. Standardises output tables
 6. Present QC for raw reads ([`MultiQC`](http://multiqc.info/))
 
@@ -70,10 +70,8 @@ On release, automated continuous integration tests run the pipeline on a full-si
 
 4. Start running your own analysis!
 
-   <!-- TODO nf-core: Update the example "typical command" below used to run the pipeline -->
-
    ```console
-   nextflow run nf-core/taxprofiler --input samplesheet.csv --outdir <OUTDIR> --genome GRCh37 -profile <docker/singularity/podman/shifter/charliecloud/conda/institute>
+   nextflow run nf-core/taxprofiler --input samplesheet.csv --databases database.csv --outdir <OUTDIR> --run_<TOOL1> --run_<TOOL1> -profile <docker/singularity/podman/shifter/charliecloud/conda/institute>
    ```
 
 ## Documentation
@@ -86,7 +84,7 @@ nf-core/taxprofiler was originally written by nf-core community.
 
 We thank the following people for their extensive assistance in the development of this pipeline:
 
-<!-- TODO nf-core: If applicable, make list of people who have also contributed -->
+[James A. Fellows Yates](https://github.com/jfy133), [Moritz Beber](https://github.com/Midnighter), [Lauri Mesilaakso](https://github.com/ljmesi), [Sofia Stamouli](https://github.com/sofsam), [Maxime Borry](https://github.com/maxibor).
 
 ## Contributions and Support
 
diff --git a/assets/samplesheet.csv b/assets/samplesheet.csv
index 5f653ab..82565b1 100644
--- a/assets/samplesheet.csv
+++ b/assets/samplesheet.csv
@@ -1,3 +1,6 @@
-sample,fastq_1,fastq_2
-SAMPLE_PAIRED_END,/path/to/fastq/files/AEG588A1_S1_L002_R1_001.fastq.gz,/path/to/fastq/files/AEG588A1_S1_L002_R2_001.fastq.gz
-SAMPLE_SINGLE_END,/path/to/fastq/files/AEG588A4_S4_L003_R1_001.fastq.gz,
+sample,run_accession,instrument_platform,fastq_1,fastq_2,fasta
+2611,ERR5766174,ILLUMINA,,,/<path>/<to>/fasta/ERX5474930_ERR5766174_1.fa.gz
+2612,ERR5766176,ILLUMINA,/<path>/<to>/fastq/ERX5474932_ERR5766176_1.fastq.gz,/<path>/<to>/fastq/ERX5474932_ERR5766176_2.fastq.gz,
+2612,ERR5766180,ILLUMINA,/<path>/<to>/fastq/ERX5474936_ERR5766180_1.fastq.gz,,
+2613,ERR5766181,ILLUMINA,/<path>/<to>/fastq/ERX5474937_ERR5766181_1.fastq.gz,/<path>/<to>/fastq/ERX5474937_ERR5766181_2.fastq.gz,
+ERR3201952,ERR3201952,OXFORD_NANOPORE,/<path>/<to>/fastq/ERR3201952.fastq.gz,,
diff --git a/docs/usage.md b/docs/usage.md
index bd840a4..0091d57 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -8,56 +8,90 @@
 
 <!-- TODO nf-core: Add documentation about anything specific to running your pipeline. For general topics, please point to (and add to) the main nf-core website. -->
 
-## Samplesheet input
+## Samplesheet inputs
 
-You will need to create a samplesheet with information about the samples you would like to analyse before running the pipeline. Use this parameter to specify its location. It has to be a comma-separated file with 3 columns, and a header row as shown in the examples below.
+You will need to create a samplesheet with information about the samples you would like to analyse before running the pipeline. Use this parameter to specify its location. It has to be a comma-separated file with 6 columns, and a header row as shown in the examples below. Furthermother, nf-core/taxprofiler also requires a second comma-separated file of 3 columns with a header row as in the examples below.
+
+This samplesheet is then specified on the command line as follows:
 
 ```console
---input '[path to samplesheet file]'
+--input '[path to samplesheet file]' --databases '[path to database sheet file]'
 ```
 
 ### Multiple runs of the same sample
 
-The `sample` identifiers have to be the same when you have re-sequenced the same sample more than once e.g. to increase sequencing depth. The pipeline will concatenate the raw reads before performing any downstream analysis. Below is an example for the same sample sequenced across 3 lanes:
+The `sample` identifiers have to be the same when you have re-sequenced the same sample more than once e.g. to increase sequencing depth. The pipeline will processed reads before performing profiling. Below is an example for the same sample sequenced across 3 lanes:
 
 ```console
-sample,fastq_1,fastq_2
-CONTROL_REP1,AEG588A1_S1_L002_R1_001.fastq.gz,AEG588A1_S1_L002_R2_001.fastq.gz
-CONTROL_REP1,AEG588A1_S1_L003_R1_001.fastq.gz,AEG588A1_S1_L003_R2_001.fastq.gz
-CONTROL_REP1,AEG588A1_S1_L004_R1_001.fastq.gz,AEG588A1_S1_L004_R2_001.fastq.gz
+sample,run_accession,instrument_platform,fastq_1,fastq_2,fasta
+2612,run1,ILLUMINA,2612_run1_R1.fq.gz,,
+2612,run2,ILLUMINA,2612_run2_R1.fq.gz,,
+2612,run3,ILLUMINA,2612_run3_R1.fq.gz,2612_run3_R2.fq.gz,
+
 ```
 
+> ⚠️ Runs of the sample sample sequenced on Illumina platforms with a combination of single and paired-end data will **not** be run-wise concatenated, unless pair-merging is specified. In the example above, `run3` will be profiled independently of `run1` and `run2` if pairs not merged.
+
 ### Full samplesheet
 
-The pipeline will auto-detect whether a sample is single- or paired-end using the information provided in the samplesheet. The samplesheet can have as many columns as you desire, however, there is a strict requirement for the first 3 columns to match those defined in the table below.
+The pipeline will auto-detect whether a sample is single- or paired-end using the information provided in the samplesheet. The samplesheet can have as many columns as you desire, however, there is a strict requirement for the first 6 columns to match those defined in the table below.
 
-A final samplesheet file consisting of both single- and paired-end data may look something like the one below. This is for 6 samples, where `TREATMENT_REP3` has been sequenced twice.
+A final samplesheet file consisting of both single- and paired-end data, as well as long-read FASTA fies may look something like the one below. This is for 6 samples, where `2612` has been sequenced twice.
 
 ```console
-sample,fastq_1,fastq_2
-CONTROL_REP1,AEG588A1_S1_L002_R1_001.fastq.gz,AEG588A1_S1_L002_R2_001.fastq.gz
-CONTROL_REP2,AEG588A2_S2_L002_R1_001.fastq.gz,AEG588A2_S2_L002_R2_001.fastq.gz
-CONTROL_REP3,AEG588A3_S3_L002_R1_001.fastq.gz,AEG588A3_S3_L002_R2_001.fastq.gz
-TREATMENT_REP1,AEG588A4_S4_L003_R1_001.fastq.gz,
-TREATMENT_REP2,AEG588A5_S5_L003_R1_001.fastq.gz,
-TREATMENT_REP3,AEG588A6_S6_L003_R1_001.fastq.gz,
-TREATMENT_REP3,AEG588A6_S6_L004_R1_001.fastq.gz,
+2611,ERR5766174,ILLUMINA,,,/<path>/<to>/fasta/ERX5474930_ERR5766174_1.fa.gz
+2612,ERR5766176,ILLUMINA,/<path>/<to>/fastq/ERX5474932_ERR5766176_1.fastq.gz,/<path>/<to>/fastq/ERX5474932_ERR5766176_2.fastq.gz,
+2612,ERR5766180,ILLUMINA,/<path>/<to>/fastq/ERX5474936_ERR5766180_1.fastq.gz,,
+2613,ERR5766181,ILLUMINA,/<path>/<to>/fastq/ERX5474937_ERR5766181_1.fastq.gz,/<path>/<to>/fastq/ERX5474937_ERR5766181_2.fastq.gz,
+ERR3201952,ERR3201952,OXFORD_NANOPORE,/<path>/<to>/fastq/ERR3201952.fastq.gz,,
 ```
 
-| Column    | Description                                                                                                                                                                            |
-| --------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| `sample`  | Custom sample name. This entry will be identical for multiple sequencing libraries/runs from the same sample. Spaces in sample names are automatically converted to underscores (`_`). |
-| `fastq_1` | Full path to FastQ file for Illumina short reads 1 or Nanopore reads. File has to be gzipped and have the extension ".fastq.gz" or ".fq.gz".                                           |
-| `fastq_2` | Full path to FastQ file for Illumina short reads 2. File has to be gzipped and have the extension ".fastq.gz" or ".fq.gz".                                                             |
+| Column                | Description                                                                                                                                                                                              |
+| --------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| `sample`              | Unique sample name [required].                                                                                                                                                                           |
+| `run_accession`       | Run ID or name unique for each (pairs of) file(s) .Can also supply sample name again here, if only a single run was generated [required].                                                                |
+| `instrument_platform` | Sequencing platform reads generated on, selected from the EBI ENA [controlled vocabulary](https://www.ebi.ac.uk/ena/portal/api/controlledVocab?field=instrument_platform) [required].                    |
+| `fastq_1`             | Path or URL to sequencing reads or for Illumina R1 sequencing reads in FASTQ format. GZipped compressed files accepted. Can be left empty if data in FASTA is specifed. Cannot be combined with `fasta`. |
+| `fastq_2`             | Path or URL to Illumina R2 sequencing reads in FASTQ format. GZipped compressed files accepted. Can be left empty if single end data. Cannot be combined with `fasta`.                                   |
+| `fasta`               | Path or URL to long-reads or contigs in FASTA format. GZipped compressed files accepted. Can be left empty if data in FASTA is specifed. Cannot be combined with `fastq_1` or `fastq_2`.                 |
 
 An [example samplesheet](../assets/samplesheet.csv) has been provided with the pipeline.
 
+### Full database sheet
+
+nf-core/taxprofiler supports multiple databases being profiled in parallel for each tool. These databases, and specific parameters for each, can be specified in a 4 column comma-separated sheet.
+
+> ⚠️ nf-core/taxprofiler does not provide any databases by default, nor currently generates them for you. This must be performed manually by the user.
+
+An example database sheet can look as follows, where 4 tools are being used, and `malt` and `kraken2` will be used against two databases each.
+
+```console
+tool,db_name,db_params,db_path
+malt,malt85,-id 85,/<path>/<to>/malt/testdb-malt/
+malt,malt95,-id 90,/<path>/<to>/malt/testdb-malt.tar.gz
+kraken2,db1,,/<path>/<to>/kraken2/testdb-kraken2.tar.gz
+kraken2,db2,--quick,/<path>/<to>/kraken2/testdb-kraken2.tar.gz
+centrifuge,db1,,/<path>/<to>/centrifuge/minigut_cf.tar.gz
+metaphlan3,db1,,/<path>/<to>/metaphlan3/metaphlan_database/
+```
+
+Column specifications are as follows:
+
+| Column      | Description                                                                                                                                                                                                                                             |
+| ----------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| `tool`      | Taxonomic profiling tool (supported by nf-core/taxprofiler) that the database has been indexed for [required].                                                                                                                                          |
+| `db_name`   | A unique name of the particular database [required].                                                                                                                                                                                                    |
+| `db_params` | Any parameters of the given taxonomic profiler that you wish to specify that the taxonomic profiling tool should use when profiling against this specific. Can be empty to use taxonomic profiler defaults Must not be surrounded by quotes [required]. |
+| `db_path`   | Path to the database. Can either be a path to a directory containing the database index files or a `.tar.gz` file which contains the compressed database directory with the same name as the tar archive, minus `.tar.gz` [required].                   |
+
+> 💡 You can also specify the same database directory/file twice (ensuring unique `db_name`s) and specify different parameters for each database to compare the effect of different parameters during profiling.
+
 ## Running the pipeline
 
 The typical command for running the pipeline is as follows:
 
 ```console
-nextflow run nf-core/taxprofiler --input samplesheet.csv --outdir <OUTDIR> --genome GRCh37 -profile docker
+nextflow run nf-core/taxprofiler --input samplesheet.csv --databases databases.csv --outdir <OUTDIR> -profile docker --run_<TOOL1> --run_<TOOL2>
 ```
 
 This will launch the pipeline with the `docker` configuration profile. See below for more information about profiles.
@@ -66,7 +100,7 @@ Note that the pipeline will create the following files in your working directory
 
 ```console
 work                # Directory containing the nextflow working files
-<OUTIDR>            # Finished results in specified location (defined with --outdir)
+<OUTDIR>            # Finished results in specified location (defined with --outdir)
 .nextflow_log       # Log file from Nextflow
 # Other nextflow hidden files, eg. history of pipeline runs and old logs.
 ```

From b8b11fd065ee04ced28f586c505c2e180109b30e Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 11 Apr 2022 10:30:29 +0200
Subject: [PATCH 138/372] Apply suggestions from code review

Co-authored-by: Moritz E. Beber <midnighter@posteo.net>
---
 README.md     | 2 +-
 docs/usage.md | 6 +++---
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index 88f643b..f1d59d5 100644
--- a/README.md
+++ b/README.md
@@ -36,7 +36,7 @@ On release, automated continuous integration tests run the pipeline on a full-si
    - Low complexity filtering ([bbduk](https://jgi.doe.gov/data-and-tools/software-tools/bbtools/), [PRINSEQ++](https://github.com/Adrian-Cantu/PRINSEQ-plus-plus))
    - Host read removal ([BowTie2](http://bowtie-bio.sourceforge.net/bowtie2/))
    - Run merging
-3. Performs taxonomic profiling via a choice of any or all of:
+3. Performs taxonomic profiling using one or more of:
    - [Kraken2](https://ccb.jhu.edu/software/kraken2/)
    - [MetaPhlAn3](https://huttenhower.sph.harvard.edu/metaphlan/)
    - [MALT](https://uni-tuebingen.de/fakultaeten/mathematisch-naturwissenschaftliche-fakultaet/fachbereiche/informatik/lehrstuehle/algorithms-in-bioinformatics/software/malt/)
diff --git a/docs/usage.md b/docs/usage.md
index 0091d57..239a55d 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -20,7 +20,7 @@ This samplesheet is then specified on the command line as follows:
 
 ### Multiple runs of the same sample
 
-The `sample` identifiers have to be the same when you have re-sequenced the same sample more than once e.g. to increase sequencing depth. The pipeline will processed reads before performing profiling. Below is an example for the same sample sequenced across 3 lanes:
+The `sample` identifiers have to be the same when you have re-sequenced the same sample more than once e.g. to increase sequencing depth. The pipeline will process reads before performing profiling. Below is an example for the same sample sequenced across 3 lanes:
 
 ```console
 sample,run_accession,instrument_platform,fastq_1,fastq_2,fasta
@@ -30,7 +30,7 @@ sample,run_accession,instrument_platform,fastq_1,fastq_2,fasta
 
 ```
 
-> ⚠️ Runs of the sample sample sequenced on Illumina platforms with a combination of single and paired-end data will **not** be run-wise concatenated, unless pair-merging is specified. In the example above, `run3` will be profiled independently of `run1` and `run2` if pairs not merged.
+> ⚠️ Runs of the same sample sequenced on Illumina platforms with a combination of single and paired-end data will **not** be run-wise concatenated, unless pair-merging is specified. In the example above, `run3` will be profiled independently of `run1` and `run2` if pairs are not merged.
 
 ### Full samplesheet
 
@@ -61,7 +61,7 @@ An [example samplesheet](../assets/samplesheet.csv) has been provided with the p
 
 nf-core/taxprofiler supports multiple databases being profiled in parallel for each tool. These databases, and specific parameters for each, can be specified in a 4 column comma-separated sheet.
 
-> ⚠️ nf-core/taxprofiler does not provide any databases by default, nor currently generates them for you. This must be performed manually by the user.
+> ⚠️ nf-core/taxprofiler does not provide any databases by default, nor does it currently generate them for you. This must be performed manually by the user.
 
 An example database sheet can look as follows, where 4 tools are being used, and `malt` and `kraken2` will be used against two databases each.
 

From 29073e3c93e1ea5a4221ca8ec2080547716b503c Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 11 Apr 2022 13:38:42 +0200
Subject: [PATCH 139/372] Update CI tests

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

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 79148f0..5e57889 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -39,6 +39,7 @@ jobs:
           - "--shortread_clipmerge_tool adapterremoval --shortread_clipmerge_mergepairs"
           - "--shortread_complexityfilter_tool bbduk"
           - "--shortread_complexityfilter_tool prinseq"
+          - "--shortread_complexityfilter false --shortread_hostremoval"
 
     steps:
       - name: Check out pipeline code

From 78182c2a8ca72d17b3a1004f100180d44439db42 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 11 Apr 2022 13:40:24 +0200
Subject: [PATCH 140/372] Add comma

---
 workflows/taxprofiler.nf | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index abb330d..95e3588 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -125,7 +125,7 @@ workflow TAXPROFILER {
     } else {
         ch_longreads_preprocessed = INPUT_CHECK.out.nanopore
     }
-    
+
     /*
         SUBWORKFLOW: COMPLEXITY FILTERING
     */
@@ -146,12 +146,12 @@ workflow TAXPROFILER {
     } else {
         ch_shortreads_hostremoved = ch_shortreads_filtered
     }
-    
+
     /*
         SUBWORKFLOW: PROFILING
     */
 
-    PROFILING ( ch_shortreads_hostremoved ch_longreads_preprocessed, DB_CHECK.out.dbs )
+    PROFILING ( ch_shortreads_hostremoved, ch_longreads_preprocessed, DB_CHECK.out.dbs )
     ch_versions = ch_versions.mix( PROFILING.out.versions )
 
     /*
@@ -191,7 +191,7 @@ workflow TAXPROFILER {
     if (params.shortread_hostremoval) {
         ch_multiqc_files = ch_multiqc_files.mix(SHORTREAD_HOSTREMOVAL.out.mqc.collect{it[1]}.ifEmpty([]))
     }
-    
+
     ch_multiqc_files = ch_multiqc_files.mix( PROFILING.out.mqc )
 
     // TODO create multiQC module for metaphlan

From 989dc55ce107ae01331727eb9678a0d41e22de03 Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Mon, 11 Apr 2022 17:42:38 +0200
Subject: [PATCH 141/372] Delete extra nf-core directory

---
 nf-core/modules/centrifuge/centrifuge/main.nf | 61 -----------------
 .../modules/centrifuge/centrifuge/meta.yml    | 66 -------------------
 2 files changed, 127 deletions(-)
 delete mode 100644 nf-core/modules/centrifuge/centrifuge/main.nf
 delete mode 100644 nf-core/modules/centrifuge/centrifuge/meta.yml

diff --git a/nf-core/modules/centrifuge/centrifuge/main.nf b/nf-core/modules/centrifuge/centrifuge/main.nf
deleted file mode 100644
index 3d23fc9..0000000
--- a/nf-core/modules/centrifuge/centrifuge/main.nf
+++ /dev/null
@@ -1,61 +0,0 @@
-process CENTRIFUGE_CENTRIFUGE {
-    tag "$meta.id"
-    label 'process_high'
-
-    conda (params.enable_conda ? "bioconda::centrifuge=1.0.4_beta" : null)
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/centrifuge:1.0.4_beta--h9a82719_6' :
-        'quay.io/biocontainers/centrifuge:1.0.4_beta--h9a82719_6' }"
-
-    input:
-    tuple val(meta), path(reads)
-    path db
-    val save_unaligned
-    val save_aligned
-    val sam_format
-
-    output:
-    tuple val(meta), path('*report.txt')                 , emit: report
-    tuple val(meta), path('*results.txt')                , emit: results
-    tuple val(meta), path('*.sam')                       , optional: true, emit: sam
-    tuple val(meta), path('*.mapped.fastq{,.1,.2}.gz')   , optional: true, emit: fastq_mapped
-    tuple val(meta), path('*.unmapped.fastq{,.1,.2}.gz') , optional: true, emit: fastq_unmapped
-    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.id}"
-    def paired = meta.single_end ? "-U ${reads}" :  "-1 ${reads[0]} -2 ${reads[1]}"
-    def unaligned = ''
-    def aligned = ''
-    if (meta.single_end) {
-        unaligned = save_unaligned ? "--un-gz ${prefix}.unmapped.fastq.gz" : ''
-        aligned = save_aligned ? "--al-gz ${prefix}.mapped.fastq.gz" : ''
-    } else {
-        unaligned = save_unaligned ? "--un-conc-gz ${prefix}.unmapped.fastq.gz" : ''
-        aligned = save_aligned ? "--al-conc-gz ${prefix}.mapped.fastq.gz" : ''
-    }
-    def sam_output = sam_format ? "--out-fmt 'sam'" : ''
-    """
-    ## we add "-no-name ._" to ensure silly Mac OSX metafiles files aren't included
-    db_name=`find -L ${db} -name "*.1.cf" -not -name "._*"  | sed 's/.1.cf//'`
-    centrifuge \\
-        -x \$db_name \\
-        -p $task.cpus \\
-        $paired \\
-        --report-file ${prefix}.report.txt \\
-        -S ${prefix}.results.txt \\
-        $unaligned \\
-        $aligned \\
-        $sam_output \\
-        $args
-
-    cat <<-END_VERSIONS > versions.yml
-    "${task.process}":
-        centrifuge: \$( centrifuge --version  | sed -n 1p | sed 's/^.*centrifuge-class version //')
-    END_VERSIONS
-    """
-}
diff --git a/nf-core/modules/centrifuge/centrifuge/meta.yml b/nf-core/modules/centrifuge/centrifuge/meta.yml
deleted file mode 100644
index a252c00..0000000
--- a/nf-core/modules/centrifuge/centrifuge/meta.yml
+++ /dev/null
@@ -1,66 +0,0 @@
-name: centrifuge_centrifuge
-description: Classifies metagenomic sequence data
-keywords:
-  - classify
-  - metagenomics
-  - fastq
-  - db
-tools:
-  - centrifuge:
-      description: Centrifuge is a classifier for metagenomic sequences.
-      homepage: https://ccb.jhu.edu/software/centrifuge/
-      documentation: https://ccb.jhu.edu/software/centrifuge/manual.shtml
-      doi: 10.1101/gr.210641.116
-      licence: ["GPL v3"]
-input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - reads:
-      type: file
-      description: |
-        List of input FastQ files of size 1 and 2 for single-end and paired-end data,
-        respectively.
-  - db:
-      type: directory
-      description: Path to directory containing centrifuge database files
-  - save_unaligned:
-      type: value
-      description: If true unmapped fastq files are saved
-  - save_aligned:
-      type: value
-      description: If true mapped fastq files are saved
-output:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - report:
-      type: file
-      description: |
-        File containing a classification summary
-      pattern: "*.{report.txt}"
-  - results:
-      type: file
-      description: |
-        File containing classification results
-      pattern: "*.{results.txt}"
-  - fastq_unmapped:
-      type: file
-      description: Unmapped fastq files
-      pattern: "*.unmapped.fastq.gz"
-  - fastq_mapped:
-      type: file
-      description: Mapped fastq files
-      pattern: "*.mapped.fastq.gz"
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-authors:
-  - "@sofstam"
-  - "@jfy133"
-  - "@sateeshperi"

From a5f4fc42d53fce99863a3d135b017b9e468722be Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 12 Apr 2022 09:25:27 +0200
Subject: [PATCH 142/372] Fix run merging for unmerged PE data

---
 conf/modules.config      | 2 +-
 workflows/taxprofiler.nf | 7 +++++--
 2 files changed, 6 insertions(+), 3 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 97e9510..eb448bb 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -162,7 +162,7 @@ process {
     }
 
     withName: CAT_FASTQ {
-        ext.prefix = { "${meta.id}-${meta.run_accession}" }
+        ext.prefix = { "${meta.id}" }
         publishDir = [
             path: { "${params.outdir}/run_merging/" },
             mode: params.publish_dir_mode,
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 1da812d..2eb7e8c 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -139,7 +139,11 @@ workflow TAXPROFILER {
                     meta_new.remove('run_accession')
                     [ meta_new, reads ]
             }
-            .groupTuple()
+            .groupTuple(by: 0)
+            .map {
+                meta, reads ->
+                    [ meta, reads.flatten() ]
+            }
             .branch {
                 // we can't concate files if there is not a second run, we branch
                 // here to separate them out, and mix after
@@ -151,7 +155,6 @@ workflow TAXPROFILER {
             .mix( ch_reads_for_cat_branch.skip )
             .map {
                 meta, reads ->
-
                 [ meta, [ reads ].flatten() ]
             }
 

From 9f221f84cc66ca121a46d8f68db8f727dec523c9 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 12 Apr 2022 10:12:17 +0200
Subject: [PATCH 143/372] Only supply single input channel to profiling, as
 these are merged into single input channel at run_merging

---
 subworkflows/local/profiling.nf | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index c74c583..07b6b72 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -9,8 +9,7 @@ include { METAPHLAN3                  } from '../../modules/nf-core/modules/meta
 
 workflow PROFILING {
     take:
-    shortreads // [ [ meta ], [ reads ] ]
-    longreads // [ [ meta ], [ reads ] ]
+    reads // [ [ meta ], [ reads ] ]
     databases // [ [ meta ], path ]
 
     main:
@@ -22,9 +21,9 @@ workflow PROFILING {
     */
 
     // e.g. output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
-    ch_input_for_profiling = shortreads
-            .mix( longreads )
+    ch_input_for_profiling = reads
             .combine(databases)
+            .dump(tag: "combined_withdbs")
             .branch {
                 malt:    it[2]['tool'] == 'malt'
                 kraken2: it[2]['tool'] == 'kraken2'

From 2ef21c6ef3e46ae824ad5c99970b8a5250ef8e38 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 12 Apr 2022 10:14:05 +0200
Subject: [PATCH 144/372] Fix input to profiling

---
 subworkflows/local/profiling.nf | 1 -
 workflows/taxprofiler.nf        | 2 +-
 2 files changed, 1 insertion(+), 2 deletions(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 07b6b72..ac744aa 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -23,7 +23,6 @@ workflow PROFILING {
     // e.g. output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
     ch_input_for_profiling = reads
             .combine(databases)
-            .dump(tag: "combined_withdbs")
             .branch {
                 malt:    it[2]['tool'] == 'malt'
                 kraken2: it[2]['tool'] == 'kraken2'
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 0916cac..7c02f4c 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -167,7 +167,7 @@ workflow TAXPROFILER {
         SUBWORKFLOW: PROFILING
     */
 
-    PROFILING ( ch_reads_runmerged, ch_longreads_preprocessed, DB_CHECK.out.dbs )
+    PROFILING ( ch_reads_runmerged, DB_CHECK.out.dbs )
     ch_versions = ch_versions.mix( PROFILING.out.versions )
 
     /*

From 26399718b2440499f294ebc59d669dd78dd7cdb6 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 12 Apr 2022 10:46:03 +0200
Subject: [PATCH 145/372] Re-add pairment attachment

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

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index ac744aa..b03b83e 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -23,6 +23,12 @@ workflow PROFILING {
     // e.g. output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
     ch_input_for_profiling = reads
             .combine(databases)
+                meta, reads ->
+                    def meta_new = meta.clone()
+                        pairtype = meta_new['single_end'] ? '_se' : '_pe'
+                        meta_new['id'] =  meta_new['id'] + pairtype
+                    [meta_new, reads]
+            }
             .branch {
                 malt:    it[2]['tool'] == 'malt'
                 kraken2: it[2]['tool'] == 'kraken2'

From 8d689141924a52cf72e666e76db1b575d541a341 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 12 Apr 2022 10:47:44 +0200
Subject: [PATCH 146/372] Re-add operator name

---
 subworkflows/local/profiling.nf | 1 +
 1 file changed, 1 insertion(+)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index b03b83e..8a156c2 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -23,6 +23,7 @@ workflow PROFILING {
     // e.g. output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
     ch_input_for_profiling = reads
             .combine(databases)
+            .map {
                 meta, reads ->
                     def meta_new = meta.clone()
                         pairtype = meta_new['single_end'] ? '_se' : '_pe'

From a15c45b00cd18e2148baf7112f15c340261acdef Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 12 Apr 2022 10:51:27 +0200
Subject: [PATCH 147/372] Put map in the rigt place

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

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 8a156c2..18de739 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -22,7 +22,6 @@ workflow PROFILING {
 
     // e.g. output [DUMP: reads_plus_db] [['id':'2612', 'run_accession':'combined', 'instrument_platform':'ILLUMINA', 'single_end':1], <reads_path>/2612.merged.fastq.gz, ['tool':'malt', 'db_name':'mal95', 'db_params':'"-id 90"'], <db_path>/malt90]
     ch_input_for_profiling = reads
-            .combine(databases)
             .map {
                 meta, reads ->
                     def meta_new = meta.clone()
@@ -30,6 +29,7 @@ workflow PROFILING {
                         meta_new['id'] =  meta_new['id'] + pairtype
                     [meta_new, reads]
             }
+            .combine(databases)
             .branch {
                 malt:    it[2]['tool'] == 'malt'
                 kraken2: it[2]['tool'] == 'kraken2'

From 16a3556bfcfddf8195bbcd486653325aaa1de4ee Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 13 Apr 2022 08:26:08 +0200
Subject: [PATCH 148/372] Changes after code review

---
 workflows/taxprofiler.nf | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 7c02f4c..58671b3 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -139,15 +139,16 @@ workflow TAXPROFILER {
                     meta_new.remove('run_accession')
                     [ meta_new, reads ]
             }
-            .groupTuple(by: 0)
+            .groupTuple()
             .map {
                 meta, reads ->
                     [ meta, reads.flatten() ]
             }
             .branch {
+                meta, reads ->
                 // we can't concatenate files if there is not a second run, we branch
                 // here to separate them out, and mix back in after for efficiency
-                cat: ( it[0]['single_end'] && it[1].size() > 1 ) || ( !it[0]['single_end'] && it[1].size() > 2 )
+                cat: ( meta.single_end && reads.size() > 1 ) || ( !meta.single_end && reads.size() > 2 )
                 skip: true
             }
 

From de5734052601ce6bedd7be2389fef4bacd0affb1 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 13 Apr 2022 11:49:35 +0200
Subject: [PATCH 149/372] Start work

---
 modules.json                                  |  5 +-
 .../nf-core/modules/megan/rma2info/main.nf    | 38 ++++++++++++++
 .../nf-core/modules/megan/rma2info/meta.yml   | 51 +++++++++++++++++++
 nextflow.config                               |  1 +
 subworkflows/local/profiling.nf               | 22 ++++----
 .../local/shortread_postprocessing.nf         | 39 ++++++++++++++
 6 files changed, 146 insertions(+), 10 deletions(-)
 create mode 100644 modules/nf-core/modules/megan/rma2info/main.nf
 create mode 100644 modules/nf-core/modules/megan/rma2info/meta.yml
 create mode 100644 subworkflows/local/shortread_postprocessing.nf

diff --git a/modules.json b/modules.json
index 7fbc65c..e921454 100644
--- a/modules.json
+++ b/modules.json
@@ -30,6 +30,9 @@
             "malt/run": {
                 "git_sha": "72b96f4e504eef673f2b5c13560a9d90b669129b"
             },
+            "megan/rma2info": {
+                "git_sha": "2d38566eca4cc15142b2ffa7c11837569b39aece"
+            },
             "metaphlan3": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
@@ -47,4 +50,4 @@
             }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/modules/megan/rma2info/main.nf b/modules/nf-core/modules/megan/rma2info/main.nf
new file mode 100644
index 0000000..80d1975
--- /dev/null
+++ b/modules/nf-core/modules/megan/rma2info/main.nf
@@ -0,0 +1,38 @@
+process MEGAN_RMA2INFO {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda (params.enable_conda ? "bioconda::megan=6.21.7" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/megan:6.21.7--h9ee0642_0':
+        'quay.io/biocontainers/megan:6.21.7--h9ee0642_0' }"
+
+    input:
+    tuple val(meta), path(rma6)
+    val(megan_summary)
+
+    output:
+    tuple val(meta), path("*.txt.gz")               , emit: txt
+    tuple val(meta), path("*.megan"), optional: true, emit: megan_summary
+    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.id}"
+    def summary = megan_summary ? "-es ${prefix}.megan" : ""
+    """
+    rma2info \\
+        -i ${rma6} \\
+        -o ${prefix}.txt.gz \\
+        ${summary} \\
+        $args
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        megan: \$(echo \$(rma2info 2>&1) | grep version | sed 's/.*version //g;s/, built.*//g')
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/megan/rma2info/meta.yml b/modules/nf-core/modules/megan/rma2info/meta.yml
new file mode 100644
index 0000000..0f2d5a9
--- /dev/null
+++ b/modules/nf-core/modules/megan/rma2info/meta.yml
@@ -0,0 +1,51 @@
+name: "megan_rma2info"
+description: Analyses an RMA file and exports information in text format
+keywords:
+  - megan
+  - rma6
+  - classification
+  - conversion
+tools:
+  - "megan":
+      description: "A tool for studying the taxonomic content of a set of DNA reads"
+      homepage: "https://uni-tuebingen.de/fakultaeten/mathematisch-naturwissenschaftliche-fakultaet/fachbereiche/informatik/lehrstuehle/algorithms-in-bioinformatics/software/megan6/"
+      documentation: "https://software-ab.informatik.uni-tuebingen.de/download/megan6/welcome.html"
+      tool_dev_url: "https://github.com/husonlab/megan-ce"
+      doi: "10.1371/journal.pcbi.1004957"
+      licence: "['GPL >=3']"
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - rma6:
+      type: file
+      description: RMA6 file from MEGAN or MALT
+      pattern: "*.rma6"
+  - megan_summary:
+      type: boolean
+      description: Specify whether to generate an MEGAN summary file
+
+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"
+  - txt:
+      type: file
+      description: Compressed text file
+      pattern: "*.txt.gz"
+  - megan_summary:
+      type: file
+      description: Optionally generated MEGAN summary file
+      pattern: "*.megan"
+
+authors:
+  - "@jfy133"
diff --git a/nextflow.config b/nextflow.config
index b4a8d91..8ddf365 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -89,6 +89,7 @@ params {
     centrifuge_save_unaligned  = false
     centrifuge_save_aligned    = false
     centrifuge_sam_format      = false
+
     // metaphlan3
     run_metaphlan3             = false
 }
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index c74c583..59b0dc0 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -14,8 +14,9 @@ workflow PROFILING {
     databases // [ [ meta ], path ]
 
     main:
-    ch_versions       = Channel.empty()
-    ch_multiqc_files  = Channel.empty()
+    ch_versions             = Channel.empty()
+    ch_multiqc_files        = Channel.empty()
+    ch_raw_profiles    = Channel.empty()
 
 /*
         COMBINE READS WITH POSSIBLE DATABASES
@@ -89,30 +90,33 @@ workflow PROFILING {
 
     if ( params.run_malt ) {
         MALT_RUN ( ch_input_for_malt.reads, params.malt_mode, ch_input_for_malt.db )
-        ch_multiqc_files = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([])  )
-        ch_versions = ch_versions.mix( MALT_RUN.out.versions.first() )
+        ch_multiqc_files        = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([])  )
+        ch_versions             = ch_versions.mix( MALT_RUN.out.versions.first() )
+        ch_raw_profiles    = ch_raw_profiles.mix( MALT_RUN.out.rma6 )
     }
 
     if ( params.run_kraken2 ) {
         KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db  )
-        ch_multiqc_files = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([])  )
-        ch_versions = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
+        ch_multiqc_files        = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([])  )
+        ch_versions             = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
+        ch_raw_profiles    = ch_raw_profiles.mix( KRAKEN2_KRAKEN2.out.txt )
     }
 
     if ( params.run_centrifuge ) {
         CENTRIFUGE_CENTRIFUGE ( ch_input_for_centrifuge.reads, ch_input_for_centrifuge.db, params.centrifuge_save_unaligned, params.centrifuge_save_aligned, params.centrifuge_sam_format  )
-        ch_versions = ch_versions.mix( CENTRIFUGE_CENTRIFUGE.out.versions.first() )
+        ch_versions             = ch_versions.mix( CENTRIFUGE_CENTRIFUGE.out.versions.first() )
+        ch_raw_profiles    = ch_raw_profiles.mix( CENTRIFUGE_CENTRIFUGE.out.report )
     }
 
     if ( params.run_metaphlan3 ) {
         METAPHLAN3 ( ch_input_for_metaphlan3.reads, ch_input_for_metaphlan3.db )
         ch_versions = ch_versions.mix( METAPHLAN3.out.versions.first() )
+        ch_raw_profiles    = ch_raw_profiles.mix( METAPHLAN3.out.biom )
     }
 
 
     emit:
-    // TODO work out if there is enough standardisation of output to export as one?
-    //output    = ch_filtered_reads    // channel: [ val(meta), [ reads ] ]
+    profiles = ch_raw_profiles    // channel: [ val(meta), [ reads ] ]
     versions = ch_versions          // channel: [ versions.yml ]
     mqc      = ch_multiqc_files
 }
diff --git a/subworkflows/local/shortread_postprocessing.nf b/subworkflows/local/shortread_postprocessing.nf
new file mode 100644
index 0000000..7fb0d70
--- /dev/null
+++ b/subworkflows/local/shortread_postprocessing.nf
@@ -0,0 +1,39 @@
+//
+// Perform read trimming and merging
+//
+
+
+include { SHORTREAD_FASTP             } from './shortread_fastp'
+include { SHORTREAD_ADAPTERREMOVAL    } from './shortread_adapterremoval'
+include { FASTQC as FASTQC_PROCESSED       } from '../../modules/nf-core/modules/fastqc/main'
+
+workflow SHORTREAD_POSTPROCESSING {
+    take:
+    input //  [ [ meta ], [ taxon_table/file ] ]
+
+    main:
+    ch_versions       = Channel.empty()
+    ch_multiqc_files  = Channel.empty()
+
+    if ( params.shortread_clipmerge_tool == "fastp" ) {
+        ch_processed_reads = SHORTREAD_FASTP ( reads ).reads
+        ch_versions        =  ch_versions.mix( SHORTREAD_FASTP.out.versions )
+        ch_multiqc_files   =  ch_multiqc_files.mix( SHORTREAD_FASTP.out.mqc )
+    } else if ( params.shortread_clipmerge_tool == "adapterremoval" ) {
+        ch_processed_reads = SHORTREAD_ADAPTERREMOVAL ( reads ).reads
+        ch_versions        = ch_versions.mix( SHORTREAD_ADAPTERREMOVAL.out.versions )
+        ch_multiqc_files   = ch_multiqc_files.mix( SHORTREAD_ADAPTERREMOVAL.out.mqc )
+    } else {
+        ch_processed_reads = reads
+    }
+
+    FASTQC_PROCESSED ( ch_processed_reads )
+    ch_versions = ch_versions.mix( FASTQC_PROCESSED.out.versions )
+    ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip )
+
+    emit:
+    output   = output   // channel: [ val(meta), taxon_table ]
+    versions = ch_versions          // channel: [ versions.yml ]
+    mqc      = ch_multiqc_files
+}
+

From dfeaa0d1fe79a6f59c27bdb481904b3bbb620234 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 13 Apr 2022 12:00:28 +0200
Subject: [PATCH 150/372] Rename subworkflow parameters for consistency

---
 .github/workflows/ci.yml |  8 ++++----
 conf/modules.config      |  6 +++---
 conf/test.config         |  6 +++---
 nextflow.config          | 11 ++++++-----
 nextflow_schema.json     | 22 +++++++++++-----------
 workflows/taxprofiler.nf | 16 ++++++++--------
 6 files changed, 35 insertions(+), 34 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 53423cb..c373bc8 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -29,8 +29,8 @@ jobs:
           - NXF_VER: ""
             NXF_EDGE: "1"
         parameters:
-          - "--longread_clip false"
-          - "--shortread_clip false"
+          - "--perform_longread_clip false"
+          - "--perform_shortread_clipmerge false"
           - "--shortread_clipmerge_tool fastp"
           - "--shortread_clipmerge_tool fastp --shortread_clipmerge_mergepairs --shortread_clipmerge_excludeunmerged"
           - "--shortread_clipmerge_tool fastp --shortread_clipmerge_mergepairs"
@@ -39,8 +39,8 @@ jobs:
           - "--shortread_clipmerge_tool adapterremoval --shortread_clipmerge_mergepairs"
           - "--shortread_complexityfilter_tool bbduk"
           - "--shortread_complexityfilter_tool prinseq"
-          - "--run_merging"
-          - "--run_merging --shortread_clipmerge_mergepairs"
+          - "--perform_runmerging"
+          - "--perform_runmerging --shortread_clipmerge_mergepairs"
 
     steps:
       - name: Check out pipeline code
diff --git a/conf/modules.config b/conf/modules.config
index d93486f..42528de 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -173,7 +173,7 @@ process {
 
     withName: MALT_RUN {
         ext.args = { "${meta.db_params}" }
-        ext.prefix = params.run_merging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
             path: { "${params.outdir}/malt/${meta.db_name}" },
             mode: params.publish_dir_mode,
@@ -183,7 +183,7 @@ process {
 
     withName: KRAKEN2_KRAKEN2 {
         ext.args = { "${meta.db_params}" }
-        ext.prefix = params.run_merging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
             path: { "${params.outdir}/kraken2/${meta.db_name}" },
             mode: params.publish_dir_mode,
@@ -193,7 +193,7 @@ process {
 
     withName: METAPHLAN3 {
         ext.args = { "${meta.db_params}" }
-        ext.prefix = params.run_merging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
             path: { "${params.outdir}/metaphlan3/${meta.db_name}" },
             mode: params.publish_dir_mode,
diff --git a/conf/test.config b/conf/test.config
index 6e82300..923dda7 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -28,7 +28,7 @@ params {
     run_malt                      = true
     run_metaphlan3                = true
     run_centrifuge                = true
-    shortread_clipmerge           = true
-    longread_clip                 = false
-    shortread_complexityfilter    = true
+    perform_shortread_clipmerge           = true
+    perform_longread_clip                 = false
+    perform_shortread_complexityfilter    = true
 }
diff --git a/nextflow.config b/nextflow.config
index da8bbdb..b72b4f9 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -55,7 +55,7 @@ params {
     databases = null
 
     // FASTQ preprocessing
-    shortread_clipmerge                     = false
+    perform_shortread_clipmerge             = false
     shortread_clipmerge_tool                = 'fastp'
     shortread_clipmerge_skipadaptertrim     = false
     shortread_clipmerge_mergepairs          = false
@@ -63,11 +63,11 @@ params {
     shortread_clipmerge_adapter1            = null
     shortread_clipmerge_adapter2            = null
     shortread_clipmerge_minlength           = 15
-    longread_clip                           = false
+    perform_longread_clip                   = false
     save_preprocessed_reads                 = false
 
     // Complexity filtering
-    shortread_complexityfilter                           = false
+    perform_shortread_complexityfilter                   = false
     shortread_complexityfilter_tool                      = 'bbduk'
     shortread_complexityfilter_entropy                   = 0.3
     shortread_complexityfilter_bbduk_windowsize          = 50
@@ -77,8 +77,8 @@ params {
     save_complexityfiltered_reads                        = false
 
     // run merging
-    run_merging                = false
-    save_runmerged_reads       = false
+    perform_runmerging          = false
+    save_runmerged_reads        = false
 
     // MALT
     run_malt                   = false
@@ -92,6 +92,7 @@ params {
     centrifuge_save_unaligned  = false
     centrifuge_save_aligned    = false
     centrifuge_sam_format      = false
+
     // metaphlan3
     run_metaphlan3             = false
 }
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 4db7fa0..06bd94b 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -262,15 +262,9 @@
             "type": "string",
             "default": "None"
         },
-        "shortread_clipmerge": {
-            "type": "boolean"
-        },
         "shortread_clipmerge_excludeunmerged": {
             "type": "boolean"
         },
-        "longread_clip": {
-            "type": "boolean"
-        },
         "run_malt": {
             "type": "boolean"
         },
@@ -334,9 +328,6 @@
         "shortread_complexityfilter_bbduk_mask": {
             "type": "boolean"
         },
-        "shortread_complexityfilter": {
-            "type": "boolean"
-        },
         "shortread_complexityfilter_entropy": {
             "type": "number",
             "default": 0.3
@@ -353,10 +344,19 @@
         "save_complexityfiltered_reads": {
             "type": "boolean"
         },
-        "run_merging": {
+        "save_runmerged_reads": {
             "type": "boolean"
         },
-        "save_runmerged_reads": {
+        "perform_shortread_clipmerge": {
+            "type": "boolean"
+        },
+        "perform_longread_clip": {
+            "type": "boolean"
+        },
+        "perform_shortread_complexityfilter": {
+            "type": "boolean"
+        },
+        "perform_runmerging": {
             "type": "boolean"
         }
     }
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 58671b3..f086557 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -101,14 +101,14 @@ workflow TAXPROFILER {
     /*
         SUBWORKFLOW: PERFORM PREPROCESSING
     */
-    if ( params.shortread_clipmerge ) {
+    if ( params.perform_shortread_clipmerge ) {
 
         ch_shortreads_preprocessed = SHORTREAD_PREPROCESSING ( INPUT_CHECK.out.fastq ).reads
     } else {
         ch_shortreads_preprocessed = INPUT_CHECK.out.fastq
     }
 
-    if ( params.longread_clip ) {
+    if ( params.perform_longread_clip ) {
         ch_longreads_preprocessed = LONGREAD_PREPROCESSING ( INPUT_CHECK.out.nanopore ).reads
                                         .map { it -> [ it[0], [it[1]] ] }
     } else {
@@ -119,7 +119,7 @@ workflow TAXPROFILER {
         SUBWORKFLOW: COMPLEXITY FILTERING
     */
 
-    if ( params.shortread_complexityfilter ) {
+    if ( params.perform_shortread_complexityfilter ) {
         ch_shortreads_filtered = SHORTREAD_COMPLEXITYFILTERING ( ch_shortreads_preprocessed ).reads
     } else {
         ch_shortreads_filtered = ch_shortreads_preprocessed
@@ -129,7 +129,7 @@ workflow TAXPROFILER {
         STEP: Run merging
     */
 
-    if ( params.run_merging ) {
+    if ( params.perform_runmerging ) {
 
         ch_reads_for_cat_branch = ch_shortreads_filtered
             .mix( ch_longreads_preprocessed )
@@ -190,22 +190,22 @@ workflow TAXPROFILER {
     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([]))
 
-    if (params.shortread_clipmerge) {
+    if (params.perform_shortread_clipmerge) {
         ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) )
         ch_versions = ch_versions.mix( SHORTREAD_PREPROCESSING.out.versions )
     }
 
-    if (params.longread_clip) {
+    if (params.perform_longread_clip) {
         ch_multiqc_files = ch_multiqc_files.mix( LONGREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) )
         ch_versions = ch_versions.mix( LONGREAD_PREPROCESSING.out.versions )
     }
 
-    if (params.shortread_complexityfilter){
+    if (params.perform_shortread_complexityfilter){
         ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_COMPLEXITYFILTERING.out.mqc.collect{it[1]}.ifEmpty([]) )
         ch_versions = ch_versions.mix( SHORTREAD_COMPLEXITYFILTERING.out.versions )
     }
 
-    if (params.run_merging){
+    if (params.perform_runmerging){
         ch_versions = ch_versions.mix(CAT_FASTQ.out.versions)
     }
 

From aa2d07c42ae4e451711a4147264782d567576e88 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 13 Apr 2022 14:19:19 +0200
Subject: [PATCH 151/372] Fix merge cockup

---
 .github/workflows/ci.yml |  2 +-
 conf/test.config         |  2 +-
 nextflow.config          |  2 +-
 nextflow_schema.json     |  2 +-
 workflows/taxprofiler.nf | 13 +++++--------
 5 files changed, 9 insertions(+), 12 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b18e601..a1ece72 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -41,7 +41,7 @@ jobs:
           - "--shortread_complexityfilter_tool prinseq"
           - "--perform_runmerging"
           - "--perform_runmerging --shortread_clipmerge_mergepairs"
-          - "--shortread_complexityfilter false --shortread_hostremoval"
+          - "--shortread_complexityfilter false --perform_shortread_hostremoval"
 
     steps:
       - name: Check out pipeline code
diff --git a/conf/test.config b/conf/test.config
index 1d08d91..8f12312 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -31,6 +31,6 @@ params {
     perform_shortread_clipmerge           = true
     perform_longread_clip                 = false
     perform_shortread_complexityfilter    = true
-    shortread_hostremoval           = true
+    perform_shortread_hostremoval           = true
     shortread_hostremoval_reference = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/homo_sapiens/genome/genome.fasta'
 }
diff --git a/nextflow.config b/nextflow.config
index 6b0a79d..94c5837 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -81,7 +81,7 @@ params {
     save_runmerged_reads        = false
 
     // Host Removal
-    shortread_hostremoval           = false
+    perform_shortread_hostremoval           = false
     shortread_hostremoval_reference = null
     shortread_hostremoval_index     = null
 
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 07295e3..cf0edab 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -359,7 +359,7 @@
         "perform_runmerging": {
             "type": "boolean"
         },
-        "shortread_hostremoval": {
+        "perform_shortread_hostremoval": {
             "type": "boolean"
         },
         "shortread_hostremoval_reference": {
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 894a1e1..9fe8cc8 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -22,11 +22,10 @@ if (params.databases) { ch_databases = file(params.databases) } else { exit 1, '
 if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] warning: MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
 if (params.shortread_clipmerge_excludeunmerged && !params.shortread_clipmerge_mergepairs) exit 1, "[nf-core/taxprofiler] error: cannot include unmerged reads when merging not turned on. Please specify --shortread_clipmerge_mergepairs"
 
-// TODO Add check if index but no reference exit 1
-if (params.shortread_hostremoval && !params.shortread_hostremoval_reference) { exit 1, "[nf-core/taxprofiler] error: --shortread_hostremoval requested but no --shortread_hostremoval_reference FASTA supplied. Check input." }
+if (params.perform_shortread_hostremoval && !params.shortread_hostremoval_reference) { exit 1, "[nf-core/taxprofiler] error: --shortread_hostremoval requested but no --shortread_hostremoval_reference FASTA supplied. Check input." }
 if (!params.shortread_hostremoval_reference && params.shortread_hostremoval_reference_index) { exit 1, "[nf-core/taxprofiler] error: --shortread_hostremoval_index provided but no --shortread_hostremoval_reference FASTA supplied. Check input." }
 
-if (params.shortread_hostremoval_reference ) { ch_reference       = file(params.shortread_hostremoval_reference) } else { ch_reference       = [] }
+if (params.shortread_hostremoval_reference ) { ch_reference       = file(params.shortread_hostremoval_reference) }
 if (params.shortread_hostremoval_index     ) { ch_reference_index = file(params.shortread_hostremoval_index    ) } else { ch_reference_index = [] }
 
 /*
@@ -140,15 +139,13 @@ workflow TAXPROFILER {
         SUBWORKFLOW: HOST REMOVAL
     */
 
-    if ( params.shortread_hostremoval ) {
+    if ( params.perform_shortread_hostremoval ) {
         ch_shortreads_hostremoved = SHORTREAD_HOSTREMOVAL ( ch_shortreads_filtered, ch_reference, ch_reference_index ).reads
         ch_versions = ch_versions.mix(SHORTREAD_HOSTREMOVAL.out.versions.first())
     } else {
         ch_shortreads_hostremoved = ch_shortreads_filtered
     }
 
-    */
-
     if ( params.perform_runmerging ) {
 
         ch_reads_for_cat_branch = ch_shortreads_hostremoved
@@ -225,11 +222,11 @@ workflow TAXPROFILER {
         ch_versions = ch_versions.mix( SHORTREAD_COMPLEXITYFILTERING.out.versions )
     }
 
-    if (params.shortread_hostremoval) {
+    if (params.perform_shortread_hostremoval) {
         ch_multiqc_files = ch_multiqc_files.mix(SHORTREAD_HOSTREMOVAL.out.mqc.collect{it[1]}.ifEmpty([]))
         ch_versions = ch_versions.mix(SHORTREAD_HOSTREMOVAL.out.versions)
     }
-    
+
     if (params.perform_runmerging){
         ch_versions = ch_versions.mix(CAT_FASTQ.out.versions)
     }

From 5e80df0f949557883ea6e961b0ea7ba3214065c5 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 13 Apr 2022 15:27:53 +0200
Subject: [PATCH 152/372] Apply suggestions from code review

---
 conf/test.config | 4 ++--
 nextflow.config  | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/conf/test.config b/conf/test.config
index 8f12312..9fa5de8 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -31,6 +31,6 @@ params {
     perform_shortread_clipmerge           = true
     perform_longread_clip                 = false
     perform_shortread_complexityfilter    = true
-    perform_shortread_hostremoval           = true
-    shortread_hostremoval_reference = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/homo_sapiens/genome/genome.fasta'
+    perform_shortread_hostremoval         = true
+    shortread_hostremoval_reference       = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/homo_sapiens/genome/genome.fasta'
 }
diff --git a/nextflow.config b/nextflow.config
index 94c5837..bf3ca92 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -81,7 +81,7 @@ params {
     save_runmerged_reads        = false
 
     // Host Removal
-    perform_shortread_hostremoval           = false
+    perform_shortread_hostremoval     = false
     shortread_hostremoval_reference = null
     shortread_hostremoval_index     = null
 

From 68ce5843a475b6d4a28713a82ecc30816368d0ff Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Wed, 13 Apr 2022 18:51:56 +0200
Subject: [PATCH 153/372] Add kaiju in taxprofiler

---
 conf/modules.config                          |  9 ++++
 conf/test.config                             | 13 ++---
 modules/nf-core/modules/kaiju/kaiju/main.nf  | 41 +++++++++++++++
 modules/nf-core/modules/kaiju/kaiju/meta.yml | 53 ++++++++++++++++++++
 nextflow.config                              |  3 ++
 subworkflows/local/profiling.nf              | 13 +++++
 6 files changed, 126 insertions(+), 6 deletions(-)
 create mode 100644 modules/nf-core/modules/kaiju/kaiju/main.nf
 create mode 100644 modules/nf-core/modules/kaiju/kaiju/meta.yml

diff --git a/conf/modules.config b/conf/modules.config
index ccd1748..f85df30 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -245,4 +245,13 @@ process {
         ]
     }
 
+    withName: KAIJU_KAIJU {
+        publishDir = [
+            path: { "${params.outdir}/kaiju/${meta.db_name}" },
+            mode: params.publish_dir_mode,
+            pattern: '*.tsv'
+        ]
+        ext.args = { "${meta.db_params}" }
+        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+    }
 }
diff --git a/conf/test.config b/conf/test.config
index 9fa5de8..884ff32 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -22,15 +22,16 @@ params {
     // Input data
     // TODO nf-core: Specify the paths to your test data on nf-core/test-datasets
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
-    input                         = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
-    databases                     = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
-    run_kraken2                   = true
-    run_malt                      = true
-    run_metaphlan3                = true
-    run_centrifuge                = true
+    input                                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
+    databases                             = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
+    run_kraken2                           = true
+    run_malt                              = true
+    run_metaphlan3                        = true
+    run_centrifuge                        = true
     perform_shortread_clipmerge           = true
     perform_longread_clip                 = false
     perform_shortread_complexityfilter    = true
     perform_shortread_hostremoval         = true
     shortread_hostremoval_reference       = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/homo_sapiens/genome/genome.fasta'
+    run_kaiju                             = true
 }
diff --git a/modules/nf-core/modules/kaiju/kaiju/main.nf b/modules/nf-core/modules/kaiju/kaiju/main.nf
new file mode 100644
index 0000000..ae8f99e
--- /dev/null
+++ b/modules/nf-core/modules/kaiju/kaiju/main.nf
@@ -0,0 +1,41 @@
+process KAIJU_KAIJU {
+    tag "$meta.id"
+    label 'process_high'
+
+    conda (params.enable_conda ? "bioconda::kaiju=1.8.2" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/kaiju:1.8.2--h5b5514e_1':
+        'quay.io/biocontainers/kaiju:1.8.2--h5b5514e_1' }"
+
+    input:
+    tuple val(meta), path(reads)
+    path(db)
+
+    output:
+    tuple val(meta), path('*.tsv'), emit: results
+    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.id}"
+    def input = meta.single_end ? "-i ${reads}" : "-i ${reads[0]} -j ${reads[1]}"
+    """
+    dbnodes=`find -L ${db} -name "*nodes.dmp"`
+    dbname=`find -L ${db} -name "*.fmi" -not -name "._*"`
+    kaiju \\
+        $args \\
+        -z $task.cpus \\
+        -t \$dbnodes \\
+        -f \$dbname \\
+        -o ${prefix}.tsv \\
+        $input
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        kaiju: \$(echo \$( kaiju -h 2>&1 | sed -n 1p | sed 's/^.*Kaiju //' ))
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/kaiju/kaiju/meta.yml b/modules/nf-core/modules/kaiju/kaiju/meta.yml
new file mode 100644
index 0000000..e24c8ef
--- /dev/null
+++ b/modules/nf-core/modules/kaiju/kaiju/meta.yml
@@ -0,0 +1,53 @@
+name: kaiju_kaiju
+description: Taxonomic classification of metagenomic sequence data using a protein reference database
+keywords:
+  - classify
+  - metagenomics
+  - fastq
+  - taxonomic profiling
+tools:
+  - kaiju:
+      description: Fast and sensitive taxonomic classification for metagenomics
+      homepage: https://kaiju.binf.ku.dk/
+      documentation: https://github.com/bioinformatics-centre/kaiju/blob/master/README.md
+      tool_dev_url: https://github.com/bioinformatics-centre/kaiju
+      doi: "10.1038/ncomms11257"
+      licence: ["GNU GPL v3"]
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - reads:
+      type: file
+      description: |
+        List of input fastq/fasta files of size 1 and 2 for single-end and paired-end data,
+        respectively.
+      pattern: "*.{fastq,fq,fasta,fa,fsa,fas,fna,fastq.gz,fq.gz,fasta.gz,fa.gz,fsa.gz,fas.gz,fna.gz}"
+  - db:
+      type: files
+      description: |
+        List containing the database and nodes files for Kaiju
+        e.g. [ 'database.fmi', 'nodes.dmp' ]
+
+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"
+  - results:
+      type: file
+      description: Results with taxonomic classification of each read
+      pattern: "*.tsv"
+
+authors:
+  - "@talnor"
+  - "@sofstam"
+  - "@jfy133"
diff --git a/nextflow.config b/nextflow.config
index bf3ca92..9ad84d5 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -100,6 +100,9 @@ params {
 
     // metaphlan3
     run_metaphlan3             = false
+
+    // kaiju
+    run_kaiju                  = false
 }
 
 // Load base.config by default for all pipelines
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 18de739..272b5b4 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -6,6 +6,7 @@ include { MALT_RUN                    } from '../../modules/nf-core/modules/malt
 include { KRAKEN2_KRAKEN2             } from '../../modules/nf-core/modules/kraken2/kraken2/main'
 include { CENTRIFUGE_CENTRIFUGE       } from '../../modules/nf-core/modules/centrifuge/centrifuge/main'
 include { METAPHLAN3                  } from '../../modules/nf-core/modules/metaphlan3/main'
+include { KAIJU_KAIJU                 } from '../../modules/nf-core/modules/kaiju/kaiju/main'
 
 workflow PROFILING {
     take:
@@ -35,6 +36,7 @@ workflow PROFILING {
                 kraken2: it[2]['tool'] == 'kraken2'
                 metaphlan3: it[2]['tool'] == 'metaphlan3'
                 centrifuge: it[2]['tool'] == 'centrifuge'
+                kaiju: it[2]['tool'] == 'kaiju'
                 unknown: true
             }
 
@@ -88,6 +90,13 @@ workflow PROFILING {
                                     db: it[3]
                             }
 
+    ch_input_for_kaiju = ch_input_for_profiling.kaiju
+                            .multiMap {
+                                it ->
+                                    reads: [it[0] + it[2], it[1]]
+                                    db: it[3]
+                            }
+
     /*
         RUN PROFILING
     */
@@ -114,6 +123,10 @@ workflow PROFILING {
         ch_versions = ch_versions.mix( METAPHLAN3.out.versions.first() )
     }
 
+    if ( params.run_kaiju ) {
+        KAIJU_KAIJU ( ch_input_for_kaiju.reads, ch_input_for_kaiju.db )
+        ch_versions = ch_versions.mix( KAIJU_KAIJU.out.versions.first() )
+    }
 
     emit:
     // TODO work out if there is enough standardisation of output to export as one?

From 6736a2a980edd1244c8f3943d385f07f5b8a69ff Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Wed, 13 Apr 2022 19:00:52 +0200
Subject: [PATCH 154/372] Update README.md, nextflow_schema.json

---
 README.md            |  1 +
 modules.json         |  3 +++
 nextflow_schema.json | 34 +++++++++++++++++++++++++++-------
 3 files changed, 31 insertions(+), 7 deletions(-)

diff --git a/README.md b/README.md
index f1d59d5..66578e5 100644
--- a/README.md
+++ b/README.md
@@ -44,6 +44,7 @@ On release, automated continuous integration tests run the pipeline on a full-si
    - [Centrifuge](https://ccb.jhu.edu/software/centrifuge/)
    - [Kaiju](https://kaiju.binf.ku.dk/)
    - [mOTUs](https://motu-tool.org/)
+   - [MetaMaps](https://github.com/DiltheyLab/MetaMaps)
 4. Perform optional post-processing with:
    - [bracken](https://ccb.jhu.edu/software/bracken/)
 5. Standardises output tables
diff --git a/modules.json b/modules.json
index 2be0b7f..726e701 100644
--- a/modules.json
+++ b/modules.json
@@ -50,6 +50,9 @@
             },
             "untar": {
                 "git_sha": "e080f4c8acf5760039ed12ec1f206170f3f9a918"
+            },
+            "kaiju/kaiju": {
+                "git_sha": "8856f127c58f6af479128be8b8df4d42e442ddbe"
             }
         }
     }
diff --git a/nextflow_schema.json b/nextflow_schema.json
index cf0edab..75854bf 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -173,7 +176,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -294,7 +304,10 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": ["fastp", "adapterremoval"]
+            "enum": [
+                "fastp",
+                "adapterremoval"
+            ]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -335,7 +348,10 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": ["entropy", "dust"]
+            "enum": [
+                "entropy",
+                "dust"
+            ]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -364,11 +380,15 @@
         },
         "shortread_hostremoval_reference": {
             "type": "string",
-            "default": null
+            "default": "None"
         },
         "shortread_hostremoval_index": {
             "type": "string",
-            "default": null
+            "default": "None"
+        },
+        "run_kaiju": {
+            "type": "string",
+            "default": "false"
         }
     }
-}
+}
\ No newline at end of file

From 0e5c9e7bdd4f00323969f5f6d7217cc33ba63f5b Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Thu, 14 Apr 2022 09:14:05 +0200
Subject: [PATCH 155/372] Type:boolean for kaiju in nextflow_schema.json

---
 nextflow_schema.json | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 75854bf..5fe371d 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -387,8 +387,7 @@
             "default": "None"
         },
         "run_kaiju": {
-            "type": "string",
-            "default": "false"
+            "type": "boolean"
         }
     }
-}
\ No newline at end of file
+}

From cc73cdd51d26330d831ec306f8a5da081fb8665a Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sat, 16 Apr 2022 07:42:30 +0200
Subject: [PATCH 156/372] Add generation of taxon-table like output for MALT

---
 CITATIONS.md                                  | 10 ++++-
 conf/modules.config                           | 15 ++++++-
 nextflow.config                               |  1 +
 nextflow_schema.json                          |  7 +++-
 subworkflows/local/profiling.nf               | 32 +++++++++++----
 .../local/shortread_postprocessing.nf         | 39 -------------------
 6 files changed, 52 insertions(+), 52 deletions(-)
 delete mode 100644 subworkflows/local/shortread_postprocessing.nf

diff --git a/CITATIONS.md b/CITATIONS.md
index e7bcf47..02621d9 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -40,9 +40,17 @@
 
   > Vågene, Åshild J., Alexander Herbig, Michael G. Campana, Nelly M. Robles García, Christina Warinner, Susanna Sabin, Maria A. Spyrou, et al. 2018. Salmonella Enterica Genomes from Victims of a Major Sixteenth-Century Epidemic in Mexico. Nature Ecology & Evolution 2 (3): 520-28. doi: 10.1038/s41559-017-0446-6.
 
+- [MEGAN](https://doi.org/10.1371/journal.pcbi.1004957)
+
+  > Huson, Daniel H., Sina Beier, Isabell Flade, Anna Górska, Mohamed El-Hadidi, Suparna Mitra, Hans-Joachim Ruscheweyh, and Rewati Tappu. 2016. “MEGAN Community Edition - Interactive Exploration and Analysis of Large-Scale Microbiome Sequencing Data.” PLoS Computational Biology 12 (6): e1004957. doi: 10.1371/journal.pcbi.1004957.
+
 - [MetaPhlAn3](https://doi.org/10.7554/eLife.65088)
 
-  > Beghini, Francesco, Lauren J McIver, Aitor Blanco-Míguez, Leonard Dubois, Francesco Asnicar, Sagun Maharjan, Ana Mailyan, et al. 2021. “Integrating Taxonomic, Functional, and Strain-Level Profiling of Diverse Microbial Communities with BioBakery 3.” Edited by Peter Turnbaugh, Eduardo Franco, and C Titus Brown. ELife 10 (May): e65088.
+  > Beghini, Francesco, Lauren J McIver, Aitor Blanco-Míguez, Leonard Dubois, Francesco Asnicar, Sagun Maharjan, Ana Mailyan, et al. 2021. “Integrating Taxonomic, Functional, and Strain-Level Profiling of Diverse Microbial Communities with BioBakery 3.” Edited by Peter Turnbaugh, Eduardo Franco, and C Titus Brown. ELife 10 (May): e65088. doi: 10.7554/eLife.65088
+
+- [Centrifuge](https://doi.org/10.1101/gr.210641.116)
+
+  > Kim, Daehwan, Li Song, Florian P. Breitwieser, and Steven L. Salzberg. 2016. “Centrifuge: Rapid and Sensitive Classification of Metagenomic Sequences.” Genome Research 26 (12): 1721-29. doi: 10.1101/gr.210641.116.
 
 ## Software packaging/containerisation tools
 
diff --git a/conf/modules.config b/conf/modules.config
index ccd1748..23455a4 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -191,11 +191,22 @@ process {
 
     withName: MALT_RUN {
         ext.args = { "${meta.db_params}" }
-        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        // one run with multiple samples, so fix ID to just db name to ensure clean log name
+        ext.prefix = { "${meta.db_name}" }
         publishDir = [
             path: { "${params.outdir}/malt/${meta.db_name}" },
             mode: params.publish_dir_mode,
-            pattern: '*.{log}'
+            pattern: '*.{rma6,log,sam}'
+        ]
+    }
+
+    withName: MEGAN_RMA2INFO {
+        ext.args = "-c2c Taxonomy"
+        ext.prefix = { "${meta.id}" }
+        publishDir = [
+            path: { "${params.outdir}/malt/${meta.db_name}" },
+            mode: params.publish_dir_mode,
+            pattern: '*.{txt.gz,megan}'
         ]
     }
 
diff --git a/nextflow.config b/nextflow.config
index bf3ca92..a618f66 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -88,6 +88,7 @@ params {
     // MALT
     run_malt                   = false
     malt_mode                  = 'BlastN'
+    malt_generatemegansummary = false
 
     // kraken2
     run_kraken2                = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index cf0edab..2cbfb0e 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -364,11 +364,14 @@
         },
         "shortread_hostremoval_reference": {
             "type": "string",
-            "default": null
+            "default": "None"
         },
         "shortread_hostremoval_index": {
             "type": "string",
-            "default": null
+            "default": "None"
+        },
+        "malt_generatemegansummary": {
+            "type": "boolean"
         }
     }
 }
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 23b96e7..d7532b7 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -3,6 +3,7 @@
 //
 
 include { MALT_RUN                    } from '../../modules/nf-core/modules/malt/run/main'
+include { MEGAN_RMA2INFO              } from '../../modules/nf-core/modules/megan/rma2info/main'
 include { KRAKEN2_KRAKEN2             } from '../../modules/nf-core/modules/kraken2/kraken2/main'
 include { CENTRIFUGE_CENTRIFUGE       } from '../../modules/nf-core/modules/centrifuge/centrifuge/main'
 include { METAPHLAN3                  } from '../../modules/nf-core/modules/metaphlan3/main'
@@ -95,33 +96,48 @@ workflow PROFILING {
 
     if ( params.run_malt ) {
         MALT_RUN ( ch_input_for_malt.reads, params.malt_mode, ch_input_for_malt.db )
-        ch_multiqc_files        = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([])  )
-        ch_versions             = ch_versions.mix( MALT_RUN.out.versions.first() )
-        ch_raw_profiles    = ch_raw_profiles.mix( MALT_RUN.out.rma6 )
+
+        ch_maltrun_for_megan = MALT_RUN.out.rma6
+                                .transpose()
+                                .map{
+                                    meta, rma ->
+                                            // re-extract meta from file names, use filename without rma to
+                                            // ensure we keep paired-end information in downstream filenames
+                                            // when no pair-merging
+                                            def meta_new = meta.clone()
+                                            meta_new['db_name'] = meta.id
+                                            meta_new['id'] = rma.name - ( '.' + rma.extension )
+                                        [ meta_new, rma ]
+                                }
+
+        MEGAN_RMA2INFO (ch_maltrun_for_megan, params.malt_generatemegansummary )
+        ch_multiqc_files   = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([])  )
+        ch_versions        = ch_versions.mix( MALT_RUN.out.versions.first() )
+        ch_raw_profiles    = ch_raw_profiles.mix( MEGAN_RMA2INFO.out.txt )
     }
 
     if ( params.run_kraken2 ) {
         KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db  )
-        ch_multiqc_files        = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([])  )
-        ch_versions             = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
+        ch_multiqc_files   = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([])  )
+        ch_versions        = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( KRAKEN2_KRAKEN2.out.txt )
     }
 
     if ( params.run_centrifuge ) {
         CENTRIFUGE_CENTRIFUGE ( ch_input_for_centrifuge.reads, ch_input_for_centrifuge.db, params.centrifuge_save_unaligned, params.centrifuge_save_aligned, params.centrifuge_sam_format  )
-        ch_versions             = ch_versions.mix( CENTRIFUGE_CENTRIFUGE.out.versions.first() )
+        ch_versions        = ch_versions.mix( CENTRIFUGE_CENTRIFUGE.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( CENTRIFUGE_CENTRIFUGE.out.report )
     }
 
     if ( params.run_metaphlan3 ) {
         METAPHLAN3 ( ch_input_for_metaphlan3.reads, ch_input_for_metaphlan3.db )
-        ch_versions = ch_versions.mix( METAPHLAN3.out.versions.first() )
+        ch_versions        = ch_versions.mix( METAPHLAN3.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( METAPHLAN3.out.biom )
     }
 
 
     emit:
-    profiles = ch_raw_profiles    // channel: [ val(meta), [ reads ] ]
+    profiles = ch_raw_profiles    // channel: [ val(meta), [ reads ] ] - should be text files or biom
     versions = ch_versions          // channel: [ versions.yml ]
     mqc      = ch_multiqc_files
 }
diff --git a/subworkflows/local/shortread_postprocessing.nf b/subworkflows/local/shortread_postprocessing.nf
deleted file mode 100644
index 7fb0d70..0000000
--- a/subworkflows/local/shortread_postprocessing.nf
+++ /dev/null
@@ -1,39 +0,0 @@
-//
-// Perform read trimming and merging
-//
-
-
-include { SHORTREAD_FASTP             } from './shortread_fastp'
-include { SHORTREAD_ADAPTERREMOVAL    } from './shortread_adapterremoval'
-include { FASTQC as FASTQC_PROCESSED       } from '../../modules/nf-core/modules/fastqc/main'
-
-workflow SHORTREAD_POSTPROCESSING {
-    take:
-    input //  [ [ meta ], [ taxon_table/file ] ]
-
-    main:
-    ch_versions       = Channel.empty()
-    ch_multiqc_files  = Channel.empty()
-
-    if ( params.shortread_clipmerge_tool == "fastp" ) {
-        ch_processed_reads = SHORTREAD_FASTP ( reads ).reads
-        ch_versions        =  ch_versions.mix( SHORTREAD_FASTP.out.versions )
-        ch_multiqc_files   =  ch_multiqc_files.mix( SHORTREAD_FASTP.out.mqc )
-    } else if ( params.shortread_clipmerge_tool == "adapterremoval" ) {
-        ch_processed_reads = SHORTREAD_ADAPTERREMOVAL ( reads ).reads
-        ch_versions        = ch_versions.mix( SHORTREAD_ADAPTERREMOVAL.out.versions )
-        ch_multiqc_files   = ch_multiqc_files.mix( SHORTREAD_ADAPTERREMOVAL.out.mqc )
-    } else {
-        ch_processed_reads = reads
-    }
-
-    FASTQC_PROCESSED ( ch_processed_reads )
-    ch_versions = ch_versions.mix( FASTQC_PROCESSED.out.versions )
-    ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip )
-
-    emit:
-    output   = output   // channel: [ val(meta), taxon_table ]
-    versions = ch_versions          // channel: [ versions.yml ]
-    mqc      = ch_multiqc_files
-}
-

From d0256ec9378eac0cad715fe364d997a84e9b312b Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sat, 16 Apr 2022 07:45:24 +0200
Subject: [PATCH 157/372] Prettier

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

diff --git a/modules.json b/modules.json
index 18c0e69..18dea60 100644
--- a/modules.json
+++ b/modules.json
@@ -56,4 +56,4 @@
             }
         }
     }
-}
\ No newline at end of file
+}

From 818d3bd053beb2a33730d91d8556c544ff94b417 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 17 Apr 2022 17:53:22 +0200
Subject: [PATCH 158/372] Complete documentation for preprocessing subworkflows

---
 docs/usage.md | 107 ++++++++++++++++++++++++++++++++++++++++++++++++--
 1 file changed, 103 insertions(+), 4 deletions(-)

diff --git a/docs/usage.md b/docs/usage.md
index 239a55d..528aeef 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -10,6 +10,8 @@
 
 ## Samplesheet inputs
 
+nf-core/profiler can accept as input raw or preprocessed single- or paired-end short-read (e.g. Illumina) FASTQ files, long-read FASTQ files (e.g. Oxford Nanopore), or FASTA sequences (when accepted by a profiler).
+
 You will need to create a samplesheet with information about the samples you would like to analyse before running the pipeline. Use this parameter to specify its location. It has to be a comma-separated file with 6 columns, and a header row as shown in the examples below. Furthermother, nf-core/taxprofiler also requires a second comma-separated file of 3 columns with a header row as in the examples below.
 
 This samplesheet is then specified on the command line as follows:
@@ -20,7 +22,7 @@ This samplesheet is then specified on the command line as follows:
 
 ### Multiple runs of the same sample
 
-The `sample` identifiers have to be the same when you have re-sequenced the same sample more than once e.g. to increase sequencing depth. The pipeline will process reads before performing profiling. Below is an example for the same sample sequenced across 3 lanes:
+The `sample` identifiers have to be the same when you have re-sequenced the same sample more than once e.g. to increase sequencing depth. The pipeline will concatenate different runs FASTQ files of the same sample before performing profiling, when `--perform_runmerging` is supplied. Below is an example for the same sample sequenced across 3 lanes:
 
 ```console
 sample,run_accession,instrument_platform,fastq_1,fastq_2,fasta
@@ -36,7 +38,7 @@ sample,run_accession,instrument_platform,fastq_1,fastq_2,fasta
 
 The pipeline will auto-detect whether a sample is single- or paired-end using the information provided in the samplesheet. The samplesheet can have as many columns as you desire, however, there is a strict requirement for the first 6 columns to match those defined in the table below.
 
-A final samplesheet file consisting of both single- and paired-end data, as well as long-read FASTA fies may look something like the one below. This is for 6 samples, where `2612` has been sequenced twice.
+A final samplesheet file consisting of both single- and paired-end data, as well as long-read FASTA files may look something like the one below. This is for 6 samples, where `2612` has been sequenced twice.
 
 ```console
 2611,ERR5766174,ILLUMINA,,,/<path>/<to>/fasta/ERX5474930_ERR5766174_1.fa.gz
@@ -59,9 +61,11 @@ An [example samplesheet](../assets/samplesheet.csv) has been provided with the p
 
 ### Full database sheet
 
-nf-core/taxprofiler supports multiple databases being profiled in parallel for each tool. These databases, and specific parameters for each, can be specified in a 4 column comma-separated sheet.
+nf-core/taxprofiler supports multiple databases being profiled in parallel for each tool.
+Databases can be supplied either be in the form of a compressed `.tar.gz` archive of a folder containing all relevant database files or the path to an (uncompressed) directory.
+The pipelines takes the locations these of databases as input, and specific parameters for each, via a 4 column comma-separated sheet.
 
-> ⚠️ nf-core/taxprofiler does not provide any databases by default, nor does it currently generate them for you. This must be performed manually by the user.
+> ⚠️ nf-core/taxprofiler does not provide any databases by default, nor does it currently generate them for you. This must be performed manually by the user. See below for more information of the expected database files.
 
 An example database sheet can look as follows, where 4 tools are being used, and `malt` and `kraken2` will be used against two databases each.
 
@@ -86,6 +90,41 @@ Column specifications are as follows:
 
 > 💡 You can also specify the same database directory/file twice (ensuring unique `db_name`s) and specify different parameters for each database to compare the effect of different parameters during profiling.
 
+nf-core/taxprofiler will automatically decompress and extract any compressed archives for you.
+
+Expected (uncompressed) database files for each tool are as follows:
+
+- **MALT** output of `malt-build`. A directory containing:
+  - `ref.idx`
+  - `taxonomy.idx`
+  - `taxonomy.map`
+  - `index0.idx`
+  - `table0.idx`
+  - `table0.db`
+  - `ref.inf`
+  - `ref.db`
+  - `taxonomy.tre`
+- **Kraken2** output of `kraken2-build` command(s) A directory containing:
+  - `opts.k2d`
+  - `hash.k2d`
+  - `taxo.k2d`
+- **Centrifuge** output of `centrifuge-build`. A directory containing:
+  - `<database_name>.<number>.cf`
+  - `<database_name>.<number>.cf`
+  - `<database_name>.<number>.cf`
+  - `<database_name>.<number>.cf`
+- **MetaPhlAn3** generated with `metaphlan --install` or downloaded from links on the [MetaPhlAn3 wiki](https://github.com/biobakery/MetaPhlAn/wiki/MetaPhlAn-3.0#customizing-the-database). A directory containing:
+  - `mpa_v30_CHOCOPhlAn_201901.pkl`
+  - `mpa_v30_CHOCOPhlAn_201901.pkl`
+  - `mpa_v30_CHOCOPhlAn_201901.fasta`
+  - `mpa_v30_CHOCOPhlAn_201901.3.bt2`
+  - `mpa_v30_CHOCOPhlAn_201901.4.bt2`
+  - `mpa_v30_CHOCOPhlAn_201901.1.bt2`
+  - `mpa_v30_CHOCOPhlAn_201901.2.bt2`
+  - `mpa_v30_CHOCOPhlAn_201901.rev.1.bt2`
+  - `mpa_v30_CHOCOPhlAn_201901.rev.2.bt2`
+  - `mpa_latest`
+
 ## Running the pipeline
 
 The typical command for running the pipeline is as follows:
@@ -105,6 +144,66 @@ work                # Directory containing the nextflow working files
 # Other nextflow hidden files, eg. history of pipeline runs and old logs.
 ```
 
+### Preprocessing Steps
+
+nf-core/taxprofiler offers four main preprocessing steps
+
+- Read processing: adapter clipping and pair-merging.
+- Complexity filtering: removal of low-sequence complexity reads.
+- Host read-removal: removal of reads aligning to reference genome(s) of a host.
+- Run merging: concatenation of multiple FASTQ chunks/sequencing runs/libraries of a sample.
+
+#### Read Processing
+
+Raw sequencing read processing in the form of adapter clipping and paired-end read merging can be activated via the `--perform_shortread_clipmerge` or `--perform_longread_clip` flags.
+
+It is highly recommended to run this on raw reads to remove artefacts from sequencing that can cause false positive identification of taxa (e.g. contaminated reference genomes) and/or skews in taxonomic abundance profiles.
+
+There are currently two options for short-read preprocessing: `fastp` or `adapterremoval`.
+
+For adapter clipping, you can either rely on tool default adapter sequences, or supply your own adapters (`--shortread_clipmerge_adapter1` and `--shortread_clipmerge_adapter2`)
+By default, paired-end merging is not activated and paired-end profiling is performed where supported otherwise pairs will be independently profiled. If paired-end merging is activated you can also specify whether to exclude unmerged reads in the reads sent for profiling (`--shortread_clipmerge_mergepairs` and `--shortread_clipmerge_excludeunmerged`).
+You can also turn off clipping and only perform paired-end merging, if requested. This can be useful when processing data downloaded from the ENA, SRA, or DDBJ (--shortread_clipmerge_skipadaptertrim).
+Both tools support length filtering of reads and can be tuned with `--shortread_clipmerge_minlength`. Performing length filtering can be useful to remove short (often low sequencing complexity) sequences that result in unspecific classification and therefore slow down runtime during profiling, with minimal gain.
+
+There is currently one option for long-read Oxford Nanopore processing: `porechop`.
+
+For both short-read and long-read preprocessing, you can optionally save the resulting processed reads with `--save_preprocessed_reads`.
+
+#### Complexity Filtering
+
+Complexity filtering can be activated via the `--perform_shortread_complexityfilter` flag.
+
+Complexity filtering is primarily a run-time optimisation step. It is not necessary for accurate taxonomic profiling, however it can speed up run-time of each tool by removing reads with low-diversity of nucleotides (e.g. with mono-nucleotide - `AAAAAAAA`, or di-nucleotide repeats `GAGAGAGAGAGAGAG`) that have a low-chance of giving an informatic taxonomic ID as they can be associated with many different taxa. Removing these reads therefore saves computational time and resources.
+
+There are currently two options for short-read complexity filtering: [`bbduk`](https://jgi.doe.gov/data-and-tools/software-tools/bbtools/bb-tools-user-guide/bbduk-guide/) and [`prinseq++`](https://jgi.doe.gov/data-and-tools/software-tools/bbtools/bb-tools-user-guide/bbduk-guide/).
+
+The tools offer different algorithms and parameters for removing low complexity reads. We therefore recommend reviewing the pipeline's [parameter documentation](https://nf-co.re/taxprofiler/parameters) and the documentation of both tools (see links above) to decide on optimal methods and parameters for your dataset.
+
+You can optionally save the FASTQ output of the run merging with the `--save_complexityfiltered_reads`.
+
+#### Host Removal
+
+Removal of possible-host reads from FASTQ files prior profiling can be activated with `--perform_shortread_hostremoval`
+
+Similarly to complexity filtering, host-removal can be useful for runtime optimisation and reduction in misclassified reads. It is not always necessary to report classification of reads from a host when you already know the host of the sample, therefore you can gain a run-time and computational advantage by removing these prior typically resource-heavy profiling with more efficient methods. Furthermore, particularly with human samples, you can reduce the number of false positives during profiling that occur due to host-sequence contamination in reference genomes on public databases.
+
+nf-core/taxprofiler currently offers host-removal via alignment against a reference genome with Bowtie2, and the use of the unaligned reads for downstream profiling.
+
+You can supply your reference genome in FASTA format with `--shortread_hostremoval_reference`. You can also optionally supply a directory containing pre-indexed Bowtie2 index files with `--shortread_hostremoval_index`, however nf-core/taxprofiler will generate this for you if necessary.
+
+> 💡 If you have multiple taxa or sequences you wish to remove (e.g., the host genome and then also PhiX - common quality-control reagent during sequencing) you can simply concatenate the FASTAs of each taxa or sequences into a single reference file.
+
+#### Run Merging
+
+For samples that may have been sequenced over multiple runs, or for FASTQ files split into multiple chunks, you can activate the ability to merge across all runs or chunks with `--perform_runmerging`.
+
+For more information how to set up your input samplesheet, see [Multiple runs of the same sample](#multiple-runs-of-the-same-sample).
+
+Activating this functionality will concatenate togther the FASTQ files with the same sample name _after_ the optional preprocessing steps and prior profiling. Note that libraries with runs of different pairment types will **not** the different types merged together, and output files will indicate with a `_se` or `_pe` suffix to the sample name accordingly.
+
+You can optionally save the FASTQ output of the run merging with the `--save_runmerged_reads`.
+
 ### Updating the pipeline
 
 When you run the above command, Nextflow automatically pulls the pipeline code from GitHub and stores it as a cached version. When running the pipeline after this, it will always use the cached version if available - even if the pipeline has been updated since. To make sure that you're running the latest version of the pipeline, make sure that you regularly update the cached version of the pipeline:

From 457c13e8b74f4fef01f8631bbbdfb9583777760c Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 17 Apr 2022 17:55:23 +0200
Subject: [PATCH 159/372] Add additional tips for host removal

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

diff --git a/docs/usage.md b/docs/usage.md
index 528aeef..919569c 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -190,7 +190,7 @@ Similarly to complexity filtering, host-removal can be useful for runtime optimi
 
 nf-core/taxprofiler currently offers host-removal via alignment against a reference genome with Bowtie2, and the use of the unaligned reads for downstream profiling.
 
-You can supply your reference genome in FASTA format with `--shortread_hostremoval_reference`. You can also optionally supply a directory containing pre-indexed Bowtie2 index files with `--shortread_hostremoval_index`, however nf-core/taxprofiler will generate this for you if necessary.
+You can supply your reference genome in FASTA format with `--shortread_hostremoval_reference`. You can also optionally supply a directory containing pre-indexed Bowtie2 index files with `--shortread_hostremoval_index`, however nf-core/taxprofiler will generate this for you if necessary. Pre-supplying the directory of index files can greatly speed up the process, and these can be re-used.
 
 > 💡 If you have multiple taxa or sequences you wish to remove (e.g., the host genome and then also PhiX - common quality-control reagent during sequencing) you can simply concatenate the FASTAs of each taxa or sequences into a single reference file.
 

From 2cfcdf2dd2bcc5141b0e7a6474dd27646fa6ee25 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 17 Apr 2022 22:27:04 +0200
Subject: [PATCH 160/372] Add finer controler over for hostremoval saving

---
 conf/modules.config  | 20 ++++++++++++++++----
 nextflow.config      |  7 +++++--
 nextflow_schema.json | 39 ++++++++++++++++++++++++++++++++-------
 3 files changed, 53 insertions(+), 13 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index ccd1748..55119ff 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -133,21 +133,33 @@ process {
     }
 
     withName: BOWTIE2_BUILD {
-        ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
             path: { "${params.outdir}/bowtie2/build" },
             mode: params.publish_dir_mode,
-            pattern: '*.bt2'
+            enabled: params.save_hostremoval_index,
+            pattern: 'bowtie2/*'
         ]
     }
 
     withName: BOWTIE2_ALIGN {
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
+        publishDir = [[
+            path: { "${params.outdir}/bowtie2/align" },
+            mode: params.publish_dir_mode,
+            pattern: '*.log'
+        ],
+        [
+            path: { "${params.outdir}/bowtie2/align" },
+            mode: params.publish_dir_mode,
+            enabled: params.save_hostremoval_mapped,
+            pattern: '*.bam'
+        ],
         publishDir = [
             path: { "${params.outdir}/bowtie2/align" },
             mode: params.publish_dir_mode,
-            pattern: '*.{fastq.gz,bam}'
-        ]
+            enabled: params.save_hostremoval_unmapped,
+            pattern: '*.fastq.gz'
+        ]]
     }
 
     withName: BBMAP_BBDUK {
diff --git a/nextflow.config b/nextflow.config
index bf3ca92..5616b0e 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -82,8 +82,11 @@ params {
 
     // Host Removal
     perform_shortread_hostremoval     = false
-    shortread_hostremoval_reference = null
-    shortread_hostremoval_index     = null
+    shortread_hostremoval_reference   = null
+    shortread_hostremoval_index       = null
+    save_hostremoval_index            = false
+    save_hostremoval_mapped           = false
+    save_hostremoval_unmapped         = false
 
     // MALT
     run_malt                   = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index cf0edab..7890517 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -173,7 +176,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -294,7 +304,10 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": ["fastp", "adapterremoval"]
+            "enum": [
+                "fastp",
+                "adapterremoval"
+            ]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -335,7 +348,10 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": ["entropy", "dust"]
+            "enum": [
+                "entropy",
+                "dust"
+            ]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -364,11 +380,20 @@
         },
         "shortread_hostremoval_reference": {
             "type": "string",
-            "default": null
+            "default": "None"
         },
         "shortread_hostremoval_index": {
             "type": "string",
-            "default": null
+            "default": "None"
+        },
+        "save_hostremoval_index": {
+            "type": "boolean"
+        },
+        "save_hostremoval_mapped": {
+            "type": "boolean"
+        },
+        "save_hostremoval_unmapped": {
+            "type": "boolean"
         }
     }
-}
+}
\ No newline at end of file

From b036ed5b7354df252bf819dfdd65771b8ebcfc98 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 17 Apr 2022 22:28:18 +0200
Subject: [PATCH 161/372] Prettier

---
 nextflow_schema.json | 26 +++++---------------------
 1 file changed, 5 insertions(+), 21 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 7890517..c0d3597 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -304,10 +294,7 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": [
-                "fastp",
-                "adapterremoval"
-            ]
+            "enum": ["fastp", "adapterremoval"]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -348,10 +335,7 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": [
-                "entropy",
-                "dust"
-            ]
+            "enum": ["entropy", "dust"]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -396,4 +380,4 @@
             "type": "boolean"
         }
     }
-}
\ No newline at end of file
+}

From 9880baa0b813a1d7721c9270224a37bb064a31fc Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 18 Apr 2022 06:37:23 +0200
Subject: [PATCH 162/372] Get build directory working

---
 conf/modules.config | 16 +++++++++-------
 1 file changed, 9 insertions(+), 7 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 55119ff..ba3c5c9 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -137,29 +137,31 @@ process {
             path: { "${params.outdir}/bowtie2/build" },
             mode: params.publish_dir_mode,
             enabled: params.save_hostremoval_index,
-            pattern: 'bowtie2/*'
+            pattern: 'bowtie2'
         ]
     }
 
     withName: BOWTIE2_ALIGN {
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
-        publishDir = [[
+        publishDir = [
+            [
             path: { "${params.outdir}/bowtie2/align" },
             mode: params.publish_dir_mode,
             pattern: '*.log'
-        ],
-        [
+            ],
+            [
             path: { "${params.outdir}/bowtie2/align" },
             mode: params.publish_dir_mode,
             enabled: params.save_hostremoval_mapped,
             pattern: '*.bam'
-        ],
-        publishDir = [
+            ],
+            [
             path: { "${params.outdir}/bowtie2/align" },
             mode: params.publish_dir_mode,
             enabled: params.save_hostremoval_unmapped,
             pattern: '*.fastq.gz'
-        ]]
+            ]
+        ]
     }
 
     withName: BBMAP_BBDUK {

From 564474cafeb77ed1e39d127ed4a08667a4522878 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 18 Apr 2022 07:21:12 +0200
Subject: [PATCH 163/372] Adds filtering and warning for non-FASTA supporting
 tool. Standardised warning messages.

---
 subworkflows/local/input_check.nf |  2 ++
 subworkflows/local/profiling.nf   |  8 ++++++++
 workflows/taxprofiler.nf          | 11 ++++++-----
 3 files changed, 16 insertions(+), 5 deletions(-)

diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index db46f2b..eb21b9d 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -45,6 +45,7 @@ def create_fastq_channel(LinkedHashMap row) {
     meta.run_accession          = row.run_accession
     meta.instrument_platform    = row.instrument_platform
     meta.single_end             = row.single_end.toBoolean()
+    meta.is_fasta               = false
 
     // add path(s) of the fastq file(s) to the meta map
     def fastq_meta = []
@@ -75,6 +76,7 @@ def create_fasta_channel(LinkedHashMap row) {
     meta.run_accession          = row.run_accession
     meta.instrument_platform    = row.instrument_platform
     meta.single_end             = true
+    meta.is_fasta               = true
 
     def array = []
     if (!file(row.fasta).exists()) {
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 18de739..f2f7eb7 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -75,6 +75,10 @@ workflow PROFILING {
                             }
 
     ch_input_for_centrifuge =  ch_input_for_profiling.centrifuge
+                            .filter{
+                                    if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] Centrifuge does not accept FASTA files as input. Skipping Centrifuge for sample " + it[0].id
+                                    !it[0].is_fasta
+                            }
                                 .multiMap {
                                     it ->
                                         reads: [ it[0] + it[2], it[1] ]
@@ -82,6 +86,10 @@ workflow PROFILING {
                                 }
 
     ch_input_for_metaphlan3 = ch_input_for_profiling.metaphlan3
+                            .filter{
+                                    if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] MetaPhlAn3 does not accept FASTA files as input. Skipping MetaPhlAn3 for sample " + it[0].id
+                                    !it[0].is_fasta
+                            }
                             .multiMap {
                                 it ->
                                     reads: [it[0] + it[2], it[1]]
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 9fe8cc8..e7ff78b 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -19,11 +19,11 @@ for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true
 // Check mandatory parameters
 if (params.input    ) { ch_input     = file(params.input)     } else { exit 1, 'Input samplesheet not specified!' }
 if (params.databases) { ch_databases = file(params.databases) } else { exit 1, 'Input database sheet not specified!' }
-if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] warning: MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
-if (params.shortread_clipmerge_excludeunmerged && !params.shortread_clipmerge_mergepairs) exit 1, "[nf-core/taxprofiler] error: cannot include unmerged reads when merging not turned on. Please specify --shortread_clipmerge_mergepairs"
+if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler]: MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
+if (params.shortread_clipmerge_excludeunmerged && !params.shortread_clipmerge_mergepairs) exit 1, "ERROR: [nf-core/taxprofiler] cannot include unmerged reads when merging not turned on. Please specify --shortread_clipmerge_mergepairs"
 
-if (params.perform_shortread_hostremoval && !params.shortread_hostremoval_reference) { exit 1, "[nf-core/taxprofiler] error: --shortread_hostremoval requested but no --shortread_hostremoval_reference FASTA supplied. Check input." }
-if (!params.shortread_hostremoval_reference && params.shortread_hostremoval_reference_index) { exit 1, "[nf-core/taxprofiler] error: --shortread_hostremoval_index provided but no --shortread_hostremoval_reference FASTA supplied. Check input." }
+if (params.perform_shortread_hostremoval && !params.shortread_hostremoval_reference) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval requested but no --shortread_hostremoval_reference FASTA supplied. Check input." }
+if (!params.shortread_hostremoval_reference && params.shortread_hostremoval_reference_index) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval_index provided but no --shortread_hostremoval_reference FASTA supplied. Check input." }
 
 if (params.shortread_hostremoval_reference ) { ch_reference       = file(params.shortread_hostremoval_reference) }
 if (params.shortread_hostremoval_index     ) { ch_reference_index = file(params.shortread_hostremoval_index    ) } else { ch_reference_index = [] }
@@ -175,10 +175,11 @@ workflow TAXPROFILER {
                 meta, reads ->
                 [ meta, [ reads ].flatten() ]
             }
-
+            .mix( INPUT_CHECK.out.fasta )
     } else {
         ch_reads_runmerged = ch_shortreads_hostremoved
             .mix( ch_longreads_preprocessed )
+            .mix( INPUT_CHECK.out.fasta )
     }
 
     /*

From 491c2d894967f76481b566758c40be369b448603 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 18 Apr 2022 07:26:15 +0200
Subject: [PATCH 164/372] Revert "Adds filtering and warning for non-FASTA
 supporting tool. Standardised warning messages."

This reverts commit 564474cafeb77ed1e39d127ed4a08667a4522878.
---
 subworkflows/local/input_check.nf |  2 --
 subworkflows/local/profiling.nf   |  8 --------
 workflows/taxprofiler.nf          | 11 +++++------
 3 files changed, 5 insertions(+), 16 deletions(-)

diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index eb21b9d..db46f2b 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -45,7 +45,6 @@ def create_fastq_channel(LinkedHashMap row) {
     meta.run_accession          = row.run_accession
     meta.instrument_platform    = row.instrument_platform
     meta.single_end             = row.single_end.toBoolean()
-    meta.is_fasta               = false
 
     // add path(s) of the fastq file(s) to the meta map
     def fastq_meta = []
@@ -76,7 +75,6 @@ def create_fasta_channel(LinkedHashMap row) {
     meta.run_accession          = row.run_accession
     meta.instrument_platform    = row.instrument_platform
     meta.single_end             = true
-    meta.is_fasta               = true
 
     def array = []
     if (!file(row.fasta).exists()) {
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index f2f7eb7..18de739 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -75,10 +75,6 @@ workflow PROFILING {
                             }
 
     ch_input_for_centrifuge =  ch_input_for_profiling.centrifuge
-                            .filter{
-                                    if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] Centrifuge does not accept FASTA files as input. Skipping Centrifuge for sample " + it[0].id
-                                    !it[0].is_fasta
-                            }
                                 .multiMap {
                                     it ->
                                         reads: [ it[0] + it[2], it[1] ]
@@ -86,10 +82,6 @@ workflow PROFILING {
                                 }
 
     ch_input_for_metaphlan3 = ch_input_for_profiling.metaphlan3
-                            .filter{
-                                    if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] MetaPhlAn3 does not accept FASTA files as input. Skipping MetaPhlAn3 for sample " + it[0].id
-                                    !it[0].is_fasta
-                            }
                             .multiMap {
                                 it ->
                                     reads: [it[0] + it[2], it[1]]
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index e7ff78b..9fe8cc8 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -19,11 +19,11 @@ for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true
 // Check mandatory parameters
 if (params.input    ) { ch_input     = file(params.input)     } else { exit 1, 'Input samplesheet not specified!' }
 if (params.databases) { ch_databases = file(params.databases) } else { exit 1, 'Input database sheet not specified!' }
-if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler]: MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
-if (params.shortread_clipmerge_excludeunmerged && !params.shortread_clipmerge_mergepairs) exit 1, "ERROR: [nf-core/taxprofiler] cannot include unmerged reads when merging not turned on. Please specify --shortread_clipmerge_mergepairs"
+if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] warning: MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
+if (params.shortread_clipmerge_excludeunmerged && !params.shortread_clipmerge_mergepairs) exit 1, "[nf-core/taxprofiler] error: cannot include unmerged reads when merging not turned on. Please specify --shortread_clipmerge_mergepairs"
 
-if (params.perform_shortread_hostremoval && !params.shortread_hostremoval_reference) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval requested but no --shortread_hostremoval_reference FASTA supplied. Check input." }
-if (!params.shortread_hostremoval_reference && params.shortread_hostremoval_reference_index) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval_index provided but no --shortread_hostremoval_reference FASTA supplied. Check input." }
+if (params.perform_shortread_hostremoval && !params.shortread_hostremoval_reference) { exit 1, "[nf-core/taxprofiler] error: --shortread_hostremoval requested but no --shortread_hostremoval_reference FASTA supplied. Check input." }
+if (!params.shortread_hostremoval_reference && params.shortread_hostremoval_reference_index) { exit 1, "[nf-core/taxprofiler] error: --shortread_hostremoval_index provided but no --shortread_hostremoval_reference FASTA supplied. Check input." }
 
 if (params.shortread_hostremoval_reference ) { ch_reference       = file(params.shortread_hostremoval_reference) }
 if (params.shortread_hostremoval_index     ) { ch_reference_index = file(params.shortread_hostremoval_index    ) } else { ch_reference_index = [] }
@@ -175,11 +175,10 @@ workflow TAXPROFILER {
                 meta, reads ->
                 [ meta, [ reads ].flatten() ]
             }
-            .mix( INPUT_CHECK.out.fasta )
+
     } else {
         ch_reads_runmerged = ch_shortreads_hostremoved
             .mix( ch_longreads_preprocessed )
-            .mix( INPUT_CHECK.out.fasta )
     }
 
     /*

From 6307a9cf4342a05fdc6cb2a127527a66d3993155 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 18 Apr 2022 07:28:09 +0200
Subject: [PATCH 165/372] Typos

---
 subworkflows/local/profiling.nf | 2 +-
 workflows/taxprofiler.nf        | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index f2f7eb7..156259b 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -76,7 +76,7 @@ workflow PROFILING {
 
     ch_input_for_centrifuge =  ch_input_for_profiling.centrifuge
                             .filter{
-                                    if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] Centrifuge does not accept FASTA files as input. Skipping Centrifuge for sample " + it[0].id
+                                    if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] Centrifuge currently does not accept FASTA files as input. Skipping Centrifuge for sample " + it[0].id
                                     !it[0].is_fasta
                             }
                                 .multiMap {
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index e7ff78b..884ee46 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -19,7 +19,7 @@ for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true
 // Check mandatory parameters
 if (params.input    ) { ch_input     = file(params.input)     } else { exit 1, 'Input samplesheet not specified!' }
 if (params.databases) { ch_databases = file(params.databases) } else { exit 1, 'Input database sheet not specified!' }
-if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler]: MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
+if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
 if (params.shortread_clipmerge_excludeunmerged && !params.shortread_clipmerge_mergepairs) exit 1, "ERROR: [nf-core/taxprofiler] cannot include unmerged reads when merging not turned on. Please specify --shortread_clipmerge_mergepairs"
 
 if (params.perform_shortread_hostremoval && !params.shortread_hostremoval_reference) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval requested but no --shortread_hostremoval_reference FASTA supplied. Check input." }

From 9f634805e402c99bd906c523fdbba3350f4086e4 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 18 Apr 2022 07:31:44 +0200
Subject: [PATCH 166/372] Update subworkflows/local/profiling.nf

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

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 4e0a3a9..659430f 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -87,7 +87,7 @@ workflow PROFILING {
 
     ch_input_for_metaphlan3 = ch_input_for_profiling.metaphlan3
                             .filter{
-                                if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] Centrifuge currently does not accept FASTA files as input. Skipping Centrifuge for sample " + it[0].id
+                                if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] MetaPhlAn3 currently does not accept FASTA files as input. Skipping MetaPhlAn3 for sample " + it[0].id
                                 !it[0].is_fasta
                             }
                             .multiMap {

From ecaff371aa8047b1fea25f8b42fa7df1fc58e93b Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Mon, 18 Apr 2022 07:35:19 +0200
Subject: [PATCH 167/372] Update input_check.nf

---
 subworkflows/local/input_check.nf | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index db46f2b..eb21b9d 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -45,6 +45,7 @@ def create_fastq_channel(LinkedHashMap row) {
     meta.run_accession          = row.run_accession
     meta.instrument_platform    = row.instrument_platform
     meta.single_end             = row.single_end.toBoolean()
+    meta.is_fasta               = false
 
     // add path(s) of the fastq file(s) to the meta map
     def fastq_meta = []
@@ -75,6 +76,7 @@ def create_fasta_channel(LinkedHashMap row) {
     meta.run_accession          = row.run_accession
     meta.instrument_platform    = row.instrument_platform
     meta.single_end             = true
+    meta.is_fasta               = true
 
     def array = []
     if (!file(row.fasta).exists()) {

From 87777a428959bc89f4f6cfda956c43312d4b6d16 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 19 Apr 2022 12:54:57 +0200
Subject: [PATCH 168/372] Update subworkflows/local/profiling.nf

Co-authored-by: Moritz E. Beber <midnighter@posteo.net>
---
 subworkflows/local/profiling.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index d7532b7..5f9c111 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -106,7 +106,7 @@ workflow PROFILING {
                                             // when no pair-merging
                                             def meta_new = meta.clone()
                                             meta_new['db_name'] = meta.id
-                                            meta_new['id'] = rma.name - ( '.' + rma.extension )
+                                            meta_new['id'] = rma.baseName
                                         [ meta_new, rma ]
                                 }
 

From 1b7ff2265d146577c840399fcb167d032f98c88d Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Tue, 19 Apr 2022 13:04:58 +0200
Subject: [PATCH 169/372] Update usage.md, reformat test.config and
 modules.config

---
 conf/modules.config | 4 ++--
 conf/test.config    | 8 ++++----
 docs/usage.md       | 5 +++++
 3 files changed, 11 insertions(+), 6 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index f85df30..d9e9125 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -226,7 +226,7 @@ process {
             pattern: '*.txt'
         ]
         ext.args = { "${meta.db_params}" }
-        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
     }
 
     withName: CUSTOM_DUMPSOFTWAREVERSIONS {
@@ -252,6 +252,6 @@ process {
             pattern: '*.tsv'
         ]
         ext.args = { "${meta.db_params}" }
-        ext.prefix = { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
     }
 }
diff --git a/conf/test.config b/conf/test.config
index 884ff32..107beb5 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -24,14 +24,14 @@ params {
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
     input                                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
     databases                             = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
-    run_kraken2                           = true
-    run_malt                              = true
-    run_metaphlan3                        = true
-    run_centrifuge                        = true
     perform_shortread_clipmerge           = true
     perform_longread_clip                 = false
     perform_shortread_complexityfilter    = true
     perform_shortread_hostremoval         = true
     shortread_hostremoval_reference       = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/homo_sapiens/genome/genome.fasta'
     run_kaiju                             = true
+    run_kraken2                           = true
+    run_malt                              = true
+    run_metaphlan3                        = true
+    run_centrifuge                        = true
 }
diff --git a/docs/usage.md b/docs/usage.md
index 239a55d..2b6937b 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -86,6 +86,11 @@ Column specifications are as follows:
 
 > 💡 You can also specify the same database directory/file twice (ensuring unique `db_name`s) and specify different parameters for each database to compare the effect of different parameters during profiling.
 
+## Profilers
+
+- `kaiju`
+  - The file `nodes.dmp` must be inside the database directory that is specified to `--databases` file
+
 ## Running the pipeline
 
 The typical command for running the pipeline is as follows:

From 4e1b1269be42b3547678ac1ec2905401b8e47ab0 Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <sofia.stamouli@scilifelab.se>
Date: Tue, 19 Apr 2022 13:11:43 +0200
Subject: [PATCH 170/372] Apply prettier

---
 nextflow_schema.json | 24 ++++--------------------
 1 file changed, 4 insertions(+), 20 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 5fe371d..12c0bac 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -304,10 +294,7 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": [
-                "fastp",
-                "adapterremoval"
-            ]
+            "enum": ["fastp", "adapterremoval"]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -348,10 +335,7 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": [
-                "entropy",
-                "dust"
-            ]
+            "enum": ["entropy", "dust"]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",

From b7d0557ee08ff0aac70fc84f4c36bb6c881ddcc9 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 20 Apr 2022 09:15:45 +0200
Subject: [PATCH 171/372] Update subworkflows/local/profiling.nf

Co-authored-by: Moritz E. Beber <midnighter@posteo.net>
---
 subworkflows/local/profiling.nf | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 659430f..1968741 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -76,7 +76,9 @@ workflow PROFILING {
 
     ch_input_for_centrifuge =  ch_input_for_profiling.centrifuge
                             .filter{
-                                 if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] Centrifuge currently does not accept FASTA files as input. Skipping Centrifuge for sample " + it[0].id
+                                 if (it[0].is_fasta) {
+                                      WorkflowTaxprofiler.logMessage("Centrifuge currently does not accept FASTA files as input. Skipping Centrifuge for sample ${it[0].id}.", log)
+                                 }
                                  !it[0].is_fasta
                             }
                             .multiMap {

From ac714dd30f758a0f419ad4155b296cdba5e8a80a Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 20 Apr 2022 09:22:10 +0200
Subject: [PATCH 172/372] Apply suggestions from code review

Co-authored-by: Moritz E. Beber <midnighter@posteo.net>
---
 docs/usage.md | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/docs/usage.md b/docs/usage.md
index 919569c..f4f11fb 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -10,7 +10,7 @@
 
 ## Samplesheet inputs
 
-nf-core/profiler can accept as input raw or preprocessed single- or paired-end short-read (e.g. Illumina) FASTQ files, long-read FASTQ files (e.g. Oxford Nanopore), or FASTA sequences (when accepted by a profiler).
+nf-core/taxprofiler can accept as input raw or preprocessed single- or paired-end short-read (e.g. Illumina) FASTQ files, long-read FASTQ files (e.g. Oxford Nanopore), or FASTA sequences (available for a subset of profilers).
 
 You will need to create a samplesheet with information about the samples you would like to analyse before running the pipeline. Use this parameter to specify its location. It has to be a comma-separated file with 6 columns, and a header row as shown in the examples below. Furthermother, nf-core/taxprofiler also requires a second comma-separated file of 3 columns with a header row as in the examples below.
 
@@ -62,8 +62,8 @@ An [example samplesheet](../assets/samplesheet.csv) has been provided with the p
 ### Full database sheet
 
 nf-core/taxprofiler supports multiple databases being profiled in parallel for each tool.
-Databases can be supplied either be in the form of a compressed `.tar.gz` archive of a folder containing all relevant database files or the path to an (uncompressed) directory.
-The pipelines takes the locations these of databases as input, and specific parameters for each, via a 4 column comma-separated sheet.
+Databases can be supplied either in the form of a compressed `.tar.gz` archive of a directory containing all relevant database files or the path to a directory on the filesystem.
+The pipeline takes the locations and specific parameters of these databases as input via a four column comma-separated sheet.
 
 > ⚠️ nf-core/taxprofiler does not provide any databases by default, nor does it currently generate them for you. This must be performed manually by the user. See below for more information of the expected database files.
 
@@ -163,7 +163,7 @@ There are currently two options for short-read preprocessing: `fastp` or `adapte
 
 For adapter clipping, you can either rely on tool default adapter sequences, or supply your own adapters (`--shortread_clipmerge_adapter1` and `--shortread_clipmerge_adapter2`)
 By default, paired-end merging is not activated and paired-end profiling is performed where supported otherwise pairs will be independently profiled. If paired-end merging is activated you can also specify whether to exclude unmerged reads in the reads sent for profiling (`--shortread_clipmerge_mergepairs` and `--shortread_clipmerge_excludeunmerged`).
-You can also turn off clipping and only perform paired-end merging, if requested. This can be useful when processing data downloaded from the ENA, SRA, or DDBJ (--shortread_clipmerge_skipadaptertrim).
+You can also turn off clipping and only perform paired-end merging, if requested. This can be useful when processing data downloaded from the ENA, SRA, or DDBJ (`--shortread_clipmerge_skipadaptertrim`).
 Both tools support length filtering of reads and can be tuned with `--shortread_clipmerge_minlength`. Performing length filtering can be useful to remove short (often low sequencing complexity) sequences that result in unspecific classification and therefore slow down runtime during profiling, with minimal gain.
 
 There is currently one option for long-read Oxford Nanopore processing: `porechop`.
@@ -174,7 +174,7 @@ For both short-read and long-read preprocessing, you can optionally save the res
 
 Complexity filtering can be activated via the `--perform_shortread_complexityfilter` flag.
 
-Complexity filtering is primarily a run-time optimisation step. It is not necessary for accurate taxonomic profiling, however it can speed up run-time of each tool by removing reads with low-diversity of nucleotides (e.g. with mono-nucleotide - `AAAAAAAA`, or di-nucleotide repeats `GAGAGAGAGAGAGAG`) that have a low-chance of giving an informatic taxonomic ID as they can be associated with many different taxa. Removing these reads therefore saves computational time and resources.
+Complexity filtering is primarily a run-time optimisation step. It is not necessary for accurate taxonomic profiling, however it can speed up run-time of each tool by removing reads with low-diversity of nucleotides (e.g. with mono-nucleotide - `AAAAAAAA`, or di-nucleotide repeats `GAGAGAGAGAGAGAG`) that have a low-chance of giving an informative taxonomic ID as they can be associated with many different taxa. Removing these reads therefore saves computational time and resources.
 
 There are currently two options for short-read complexity filtering: [`bbduk`](https://jgi.doe.gov/data-and-tools/software-tools/bbtools/bb-tools-user-guide/bbduk-guide/) and [`prinseq++`](https://jgi.doe.gov/data-and-tools/software-tools/bbtools/bb-tools-user-guide/bbduk-guide/).
 
@@ -200,7 +200,7 @@ For samples that may have been sequenced over multiple runs, or for FASTQ files
 
 For more information how to set up your input samplesheet, see [Multiple runs of the same sample](#multiple-runs-of-the-same-sample).
 
-Activating this functionality will concatenate togther the FASTQ files with the same sample name _after_ the optional preprocessing steps and prior profiling. Note that libraries with runs of different pairment types will **not** the different types merged together, and output files will indicate with a `_se` or `_pe` suffix to the sample name accordingly.
+Activating this functionality will concatenate the FASTQ files with the same sample name _after_ the optional preprocessing steps and _before_ profiling. Note that libraries with runs of different pairing types will **not** be merged and this will be indicated on output files with a `_se` or `_pe` suffix to the sample name accordingly.
 
 You can optionally save the FASTQ output of the run merging with the `--save_runmerged_reads`.
 

From 60d232d62ce42f77df45ceaf71a04751960cbf7d Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 20 Apr 2022 09:23:38 +0200
Subject: [PATCH 173/372] Revert "Update subworkflows/local/profiling.nf"

This reverts commit b7d0557ee08ff0aac70fc84f4c36bb6c881ddcc9.
---
 subworkflows/local/profiling.nf | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 1968741..659430f 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -76,9 +76,7 @@ workflow PROFILING {
 
     ch_input_for_centrifuge =  ch_input_for_profiling.centrifuge
                             .filter{
-                                 if (it[0].is_fasta) {
-                                      WorkflowTaxprofiler.logMessage("Centrifuge currently does not accept FASTA files as input. Skipping Centrifuge for sample ${it[0].id}.", log)
-                                 }
+                                 if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] Centrifuge currently does not accept FASTA files as input. Skipping Centrifuge for sample " + it[0].id
                                  !it[0].is_fasta
                             }
                             .multiMap {

From 9fd94b13892018963ed387e8f425e295af5e4d61 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 20 Apr 2022 09:25:54 +0200
Subject: [PATCH 174/372] Switch to string interpolation

---
 subworkflows/local/profiling.nf | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 659430f..87bea1a 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -76,18 +76,18 @@ workflow PROFILING {
 
     ch_input_for_centrifuge =  ch_input_for_profiling.centrifuge
                             .filter{
-                                 if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] Centrifuge currently does not accept FASTA files as input. Skipping Centrifuge for sample " + it[0].id
-                                 !it[0].is_fasta
+                                if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] Centrifuge currently does not accept FASTA files as input. Skipping Centrifuge for sample ${it[0].id}."
+                                !it[0].is_fasta
                             }
                             .multiMap {
                                 it ->
-                                   reads: [ it[0] + it[2], it[1] ]
-                                   db: it[3]
+                                    reads: [ it[0] + it[2], it[1] ]
+                                    db: it[3]
                             }
 
     ch_input_for_metaphlan3 = ch_input_for_profiling.metaphlan3
                             .filter{
-                                if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] MetaPhlAn3 currently does not accept FASTA files as input. Skipping MetaPhlAn3 for sample " + it[0].id
+                                if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] MetaPhlAn3 currently does not accept FASTA files as input. Skipping MetaPhlAn3 for sample ${it[0].id}."
                                 !it[0].is_fasta
                             }
                             .multiMap {

From d031322c16aca1c2a6dcd4103c17a097db3f136f Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 20 Apr 2022 13:41:01 +0200
Subject: [PATCH 175/372] Update test.config

---
 conf/test.config | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/conf/test.config b/conf/test.config
index 107beb5..0bd09ab 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -34,4 +34,10 @@ params {
     run_malt                              = true
     run_metaphlan3                        = true
     run_centrifuge                        = true
+ }
+
+process {
+    withName: MALT_RUN {
+        maxForks = 1
+    }
 }

From d850333e11db1d1fb4807b15b94c9e8332a71cac Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 20 Apr 2022 13:42:26 +0200
Subject: [PATCH 176/372] Linting

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

diff --git a/conf/test.config b/conf/test.config
index 0bd09ab..ecf55bd 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -34,7 +34,7 @@ params {
     run_malt                              = true
     run_metaphlan3                        = true
     run_centrifuge                        = true
- }
+}
 
 process {
     withName: MALT_RUN {

From c00ca1c2b80a9032f66dd068c2f51cb42090a55d Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Fri, 22 Apr 2022 15:24:10 +0200
Subject: [PATCH 177/372] Add centrifuge kreport in taxprofiler

---
 conf/modules.config                           | 10 +++++
 modules.json                                  | 11 +++--
 .../modules/centrifuge/kreport/main.nf        | 33 +++++++++++++++
 .../modules/centrifuge/kreport/meta.yml       | 41 +++++++++++++++++++
 nextflow.config                               |  1 +
 nextflow_schema.json                          | 27 ++++++++++--
 subworkflows/local/profiling.nf               |  4 +-
 7 files changed, 118 insertions(+), 9 deletions(-)
 create mode 100644 modules/nf-core/modules/centrifuge/kreport/main.nf
 create mode 100644 modules/nf-core/modules/centrifuge/kreport/meta.yml

diff --git a/conf/modules.config b/conf/modules.config
index 5b9a815..19cfef7 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -254,6 +254,16 @@ process {
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
     }
 
+    withName: CENTRIFUGE_KREPORT {
+        ext.args = { "${meta.db_params}" }
+        ext.prefix = { "${meta.id}" }
+        publishDir = [
+            path: { "${params.outdir}/centrifuge/${meta.db_name}" },
+            mode: params.publish_dir_mode,
+            pattern: '*.{txt}'
+        ]
+    }
+
     withName: CUSTOM_DUMPSOFTWAREVERSIONS {
         publishDir = [
             path: { "${params.outdir}/pipeline_info" },
diff --git a/modules.json b/modules.json
index d6be2da..6fc4f51 100644
--- a/modules.json
+++ b/modules.json
@@ -21,6 +21,9 @@
             "centrifuge/centrifuge": {
                 "git_sha": "d2726fcf75063960f06b36d2229a4c0966614108"
             },
+            "centrifuge/kreport": {
+                "git_sha": "be4ae28c3c95b3c4047a7d9fb4cb0ed749631cea"
+            },
             "custom/dumpsoftwareversions": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
@@ -30,6 +33,9 @@
             "fastqc": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
+            "kaiju/kaiju": {
+                "git_sha": "8856f127c58f6af479128be8b8df4d42e442ddbe"
+            },
             "kraken2/kraken2": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
@@ -53,10 +59,7 @@
             },
             "untar": {
                 "git_sha": "e080f4c8acf5760039ed12ec1f206170f3f9a918"
-            },
-            "kaiju/kaiju": {
-                "git_sha": "8856f127c58f6af479128be8b8df4d42e442ddbe"
             }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/modules/centrifuge/kreport/main.nf b/modules/nf-core/modules/centrifuge/kreport/main.nf
new file mode 100644
index 0000000..124cbdb
--- /dev/null
+++ b/modules/nf-core/modules/centrifuge/kreport/main.nf
@@ -0,0 +1,33 @@
+process CENTRIFUGE_KREPORT {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda (params.enable_conda ? "bioconda::centrifuge=1.0.4_beta" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/centrifuge:1.0.4_beta--h9a82719_6':
+        'quay.io/biocontainers/centrifuge:1.0.4_beta--h9a82719_6' }"
+
+    input:
+    tuple val(meta), path(results)
+    path db
+
+    output:
+    tuple val(meta), path('*.txt')                , emit: kreport
+    path "versions.yml"                                  , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    """
+    db_name=`find -L ${db} -name "*.1.cf" -not -name "._*"  | sed 's/.1.cf//'`
+    centrifuge-kreport -x \$db_name ${results} > ${prefix}.txt
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        centrifuge: \$( centrifuge --version  | sed -n 1p | sed 's/^.*centrifuge-class version //')
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/centrifuge/kreport/meta.yml b/modules/nf-core/modules/centrifuge/kreport/meta.yml
new file mode 100644
index 0000000..fbcae24
--- /dev/null
+++ b/modules/nf-core/modules/centrifuge/kreport/meta.yml
@@ -0,0 +1,41 @@
+name: "centrifuge_kreport"
+description: Creates Kraken-style reports from centrifuge out files
+keywords:
+  - metagenomics
+tools:
+  - centrifuge:
+      description: Centrifuge is a classifier for metagenomic sequences.
+      homepage: https://ccb.jhu.edu/software/centrifuge/
+      documentation: https://ccb.jhu.edu/software/centrifuge/manual.shtml
+      doi: 10.1101/gr.210641.116
+      licence: ["GPL v3"]
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - results:
+      type: file
+      description: File containing the centrifuge classification results
+      pattern: "*.{txt}"
+
+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"
+  - kreport:
+      type: file
+      description: |
+        File containing kraken-style report from centrifuge
+        out files.
+      pattern: "*.{txt}"
+authors:
+  - "@sofstam"
+  - "@jfy133"
diff --git a/nextflow.config b/nextflow.config
index 43aaae8..61b4905 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -98,6 +98,7 @@ params {
 
     // centrifuge
     run_centrifuge             = false
+    centrifuge_kreport         = false
     centrifuge_save_unaligned  = false
     centrifuge_save_aligned    = false
     centrifuge_sam_format      = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 2181cce..f5822db 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -173,7 +176,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -294,7 +304,10 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": ["fastp", "adapterremoval"]
+            "enum": [
+                "fastp",
+                "adapterremoval"
+            ]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -335,7 +348,10 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": ["entropy", "dust"]
+            "enum": [
+                "entropy",
+                "dust"
+            ]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -384,6 +400,9 @@
         },
         "malt_generatemegansummary": {
             "type": "boolean"
+        },
+        "centrifuge_kreport": {
+            "type": "boolean"
         }
     }
 }
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 8d19bfe..1369f4c 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -6,6 +6,7 @@ include { MALT_RUN                    } from '../../modules/nf-core/modules/malt
 include { MEGAN_RMA2INFO              } from '../../modules/nf-core/modules/megan/rma2info/main'
 include { KRAKEN2_KRAKEN2             } from '../../modules/nf-core/modules/kraken2/kraken2/main'
 include { CENTRIFUGE_CENTRIFUGE       } from '../../modules/nf-core/modules/centrifuge/centrifuge/main'
+include { CENTRIFUGE_KREPORT          } from '../../modules/nf-core/modules/centrifuge/kreport/main'
 include { METAPHLAN3                  } from '../../modules/nf-core/modules/metaphlan3/main'
 include { KAIJU_KAIJU                 } from '../../modules/nf-core/modules/kaiju/kaiju/main'
 
@@ -142,8 +143,9 @@ workflow PROFILING {
 
     if ( params.run_centrifuge ) {
         CENTRIFUGE_CENTRIFUGE ( ch_input_for_centrifuge.reads, ch_input_for_centrifuge.db, params.centrifuge_save_unaligned, params.centrifuge_save_aligned, params.centrifuge_sam_format  )
+        CENTRIFUGE_KREPORT (CENTRIFUGE_CENTRIFUGE.out.results, ch_input_for_centrifuge.db)
         ch_versions        = ch_versions.mix( CENTRIFUGE_CENTRIFUGE.out.versions.first() )
-        ch_raw_profiles    = ch_raw_profiles.mix( CENTRIFUGE_CENTRIFUGE.out.report )
+        ch_raw_profiles    = ch_raw_profiles.mix( CENTRIFUGE_KREPORT.out.kreport )
     }
 
     if ( params.run_metaphlan3 ) {

From cda12749181128267b721e1931018e1c67bbf1a6 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sat, 23 Apr 2022 06:47:59 +0200
Subject: [PATCH 178/372] Moves ordering of modules/subworkflow versions mixing
 to before custom_dumpsoftwareversions mix, otherwise not used in collectFile

---
 workflows/taxprofiler.nf | 22 +++++++++-------------
 1 file changed, 9 insertions(+), 13 deletions(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 3ae1351..9981ca4 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -111,8 +111,8 @@ workflow TAXPROFILER {
         SUBWORKFLOW: PERFORM PREPROCESSING
     */
     if ( params.perform_shortread_clipmerge ) {
-
         ch_shortreads_preprocessed = SHORTREAD_PREPROCESSING ( INPUT_CHECK.out.fastq ).reads
+        ch_versions = ch_versions.mix( SHORTREAD_PREPROCESSING.out.versions )
     } else {
         ch_shortreads_preprocessed = INPUT_CHECK.out.fastq
     }
@@ -120,7 +120,7 @@ workflow TAXPROFILER {
     if ( params.perform_longread_clip ) {
         ch_longreads_preprocessed = LONGREAD_PREPROCESSING ( INPUT_CHECK.out.nanopore ).reads
                                         .map { it -> [ it[0], [it[1]] ] }
-        ch_versions = ch_versions.mix(LONGREAD_PREPROCESSING.out.versions.first())
+        ch_versions = ch_versions.mix( LONGREAD_PREPROCESSING.out.versions )
     } else {
         ch_longreads_preprocessed = INPUT_CHECK.out.nanopore
     }
@@ -131,6 +131,7 @@ workflow TAXPROFILER {
 
     if ( params.perform_shortread_complexityfilter ) {
         ch_shortreads_filtered = SHORTREAD_COMPLEXITYFILTERING ( ch_shortreads_preprocessed ).reads
+        ch_versions = ch_versions.mix( SHORTREAD_COMPLEXITYFILTERING.out.versions )
     } else {
         ch_shortreads_filtered = ch_shortreads_preprocessed
     }
@@ -141,7 +142,7 @@ workflow TAXPROFILER {
 
     if ( params.perform_shortread_hostremoval ) {
         ch_shortreads_hostremoved = SHORTREAD_HOSTREMOVAL ( ch_shortreads_filtered, ch_reference, ch_reference_index ).reads
-        ch_versions = ch_versions.mix(SHORTREAD_HOSTREMOVAL.out.versions.first())
+        ch_versions = ch_versions.mix(SHORTREAD_HOSTREMOVAL.out.versions)
     } else {
         ch_shortreads_hostremoved = ch_shortreads_filtered
     }
@@ -177,6 +178,8 @@ workflow TAXPROFILER {
             }
             .mix( INPUT_CHECK.out.fasta )
 
+        ch_versions = ch_versions.mix(CAT_FASTQ.out.versions)
+
     } else {
         ch_reads_runmerged = ch_shortreads_hostremoved
             .mix( ch_longreads_preprocessed, INPUT_CHECK.out.fasta )
@@ -193,8 +196,10 @@ workflow TAXPROFILER {
         MODULE: MultiQC
     */
 
+    ch_versions    = ch_versions.mix(MULTIQC.out.versions)
+
     CUSTOM_DUMPSOFTWAREVERSIONS (
-        ch_versions.unique().collectFile(name: 'collated_versions.yml')
+        ch_versions.dump(tag: "software_versions_beforeuniqe").unique().dump(tag: "software_versions").collectFile(name: 'collated_versions.yml')
     )
 
 
@@ -210,26 +215,18 @@ workflow TAXPROFILER {
 
     if (params.perform_shortread_clipmerge) {
         ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) )
-        ch_versions = ch_versions.mix( SHORTREAD_PREPROCESSING.out.versions )
     }
 
     if (params.perform_longread_clip) {
         ch_multiqc_files = ch_multiqc_files.mix( LONGREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) )
-        ch_versions = ch_versions.mix( LONGREAD_PREPROCESSING.out.versions )
     }
 
     if (params.perform_shortread_complexityfilter){
         ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_COMPLEXITYFILTERING.out.mqc.collect{it[1]}.ifEmpty([]) )
-        ch_versions = ch_versions.mix( SHORTREAD_COMPLEXITYFILTERING.out.versions )
     }
 
     if (params.perform_shortread_hostremoval) {
         ch_multiqc_files = ch_multiqc_files.mix(SHORTREAD_HOSTREMOVAL.out.mqc.collect{it[1]}.ifEmpty([]))
-        ch_versions = ch_versions.mix(SHORTREAD_HOSTREMOVAL.out.versions)
-    }
-
-    if (params.perform_runmerging){
-        ch_versions = ch_versions.mix(CAT_FASTQ.out.versions)
     }
 
     ch_multiqc_files = ch_multiqc_files.mix( PROFILING.out.mqc )
@@ -239,7 +236,6 @@ workflow TAXPROFILER {
         ch_multiqc_files.collect()
     )
     multiqc_report = MULTIQC.out.report.toList()
-    ch_versions    = ch_versions.mix(MULTIQC.out.versions)
 }
 
 /*

From 06b38f3699edd49d1d4a25e02196e012d9221dba Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sat, 23 Apr 2022 08:36:01 +0200
Subject: [PATCH 179/372] Fix crash, add missing versions

---
 subworkflows/local/db_check.nf  | 2 +-
 subworkflows/local/profiling.nf | 2 +-
 workflows/taxprofiler.nf        | 5 ++---
 3 files changed, 4 insertions(+), 5 deletions(-)

diff --git a/subworkflows/local/db_check.nf b/subworkflows/local/db_check.nf
index a718fa9..f3464d5 100644
--- a/subworkflows/local/db_check.nf
+++ b/subworkflows/local/db_check.nf
@@ -34,7 +34,7 @@ workflow DB_CHECK {
 
     emit:
     dbs = ch_final_dbs                        // channel: [ val(meta), [ db ] ]
-    versions = DATABASE_CHECK.out.versions // channel: [ versions.yml ]
+    versions = DATABASE_CHECK.out.versions.mix(UNTAR.out.versions.first()) // channel: [ versions.yml ]
 }
 
 def create_db_channels(LinkedHashMap row) {
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 8d19bfe..a5afaaf 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -129,7 +129,7 @@ workflow PROFILING {
 
         MEGAN_RMA2INFO (ch_maltrun_for_megan, params.malt_generatemegansummary )
         ch_multiqc_files   = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([])  )
-        ch_versions        = ch_versions.mix( MALT_RUN.out.versions.first() )
+        ch_versions        = ch_versions.mix( MALT_RUN.out.versions.first(), MEGAN_RMA2INFO.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( MEGAN_RMA2INFO.out.txt )
     }
 
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 9981ca4..a0046b2 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -196,10 +196,8 @@ workflow TAXPROFILER {
         MODULE: MultiQC
     */
 
-    ch_versions    = ch_versions.mix(MULTIQC.out.versions)
-
     CUSTOM_DUMPSOFTWAREVERSIONS (
-        ch_versions.dump(tag: "software_versions_beforeuniqe").unique().dump(tag: "software_versions").collectFile(name: 'collated_versions.yml')
+        ch_versions.unique().collectFile(name: 'collated_versions.yml')
     )
 
 
@@ -236,6 +234,7 @@ workflow TAXPROFILER {
         ch_multiqc_files.collect()
     )
     multiqc_report = MULTIQC.out.report.toList()
+    ch_versions    = ch_versions.mix(MULTIQC.out.versions)
 }
 
 /*

From e7e24c2d95c43d28c024817b0ebf67b2a9febf75 Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <sofia.stamouli@scilifelab.se>
Date: Mon, 25 Apr 2022 09:21:29 +0200
Subject: [PATCH 180/372] Prettier and suggestions from review

---
 conf/modules.config | 2 +-
 nextflow.config     | 1 -
 2 files changed, 1 insertion(+), 2 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 19cfef7..5c5de54 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -256,7 +256,7 @@ process {
 
     withName: CENTRIFUGE_KREPORT {
         ext.args = { "${meta.db_params}" }
-        ext.prefix = { "${meta.id}" }
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
             path: { "${params.outdir}/centrifuge/${meta.db_name}" },
             mode: params.publish_dir_mode,
diff --git a/nextflow.config b/nextflow.config
index 61b4905..43aaae8 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -98,7 +98,6 @@ params {
 
     // centrifuge
     run_centrifuge             = false
-    centrifuge_kreport         = false
     centrifuge_save_unaligned  = false
     centrifuge_save_aligned    = false
     centrifuge_sam_format      = false

From ba2479b95bf0cb07423dfff9c1a75db09ac3abff Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <sofia.stamouli@scilifelab.se>
Date: Mon, 25 Apr 2022 09:26:49 +0200
Subject: [PATCH 181/372] Prettier

---
 modules.json         |  2 +-
 nextflow_schema.json | 24 ++++--------------------
 2 files changed, 5 insertions(+), 21 deletions(-)

diff --git a/modules.json b/modules.json
index 6fc4f51..e9c1310 100644
--- a/modules.json
+++ b/modules.json
@@ -62,4 +62,4 @@
             }
         }
     }
-}
\ No newline at end of file
+}
diff --git a/nextflow_schema.json b/nextflow_schema.json
index f5822db..fe66308 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -304,10 +294,7 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": [
-                "fastp",
-                "adapterremoval"
-            ]
+            "enum": ["fastp", "adapterremoval"]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -348,10 +335,7 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": [
-                "entropy",
-                "dust"
-            ]
+            "enum": ["entropy", "dust"]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",

From d8a5c793e23315557ae0772a1a82db895ac5d536 Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <sofia.stamouli@scilifelab.se>
Date: Mon, 25 Apr 2022 09:29:43 +0200
Subject: [PATCH 182/372] Remove parameter from nextflow_schema

---
 nextflow_schema.json | 29 +++++++++++++++++++++--------
 1 file changed, 21 insertions(+), 8 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index fe66308..f53e036 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -173,7 +176,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -294,7 +304,10 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": ["fastp", "adapterremoval"]
+            "enum": [
+                "fastp",
+                "adapterremoval"
+            ]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -335,7 +348,10 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": ["entropy", "dust"]
+            "enum": [
+                "entropy",
+                "dust"
+            ]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -384,9 +400,6 @@
         },
         "malt_generatemegansummary": {
             "type": "boolean"
-        },
-        "centrifuge_kreport": {
-            "type": "boolean"
         }
     }
-}
+}
\ No newline at end of file

From e3a613de00416b470ca69e6d36fd6d46c5d1c491 Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <sofia.stamouli@scilifelab.se>
Date: Mon, 25 Apr 2022 09:32:25 +0200
Subject: [PATCH 183/372] Prettier

---
 nextflow_schema.json | 26 +++++---------------------
 1 file changed, 5 insertions(+), 21 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index f53e036..2181cce 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -304,10 +294,7 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": [
-                "fastp",
-                "adapterremoval"
-            ]
+            "enum": ["fastp", "adapterremoval"]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -348,10 +335,7 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": [
-                "entropy",
-                "dust"
-            ]
+            "enum": ["entropy", "dust"]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -402,4 +386,4 @@
             "type": "boolean"
         }
     }
-}
\ No newline at end of file
+}

From d082d67bcb6e55dfcd46996b97a947819e86b3c7 Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Mon, 25 Apr 2022 17:36:29 +0200
Subject: [PATCH 184/372] Add kaiju2table to taxprofiler

---
 conf/modules.config                           | 10 ++++
 modules.json                                  |  5 +-
 .../nf-core/modules/kaiju/kaiju2table/main.nf | 40 +++++++++++++++
 .../modules/kaiju/kaiju2table/meta.yml        | 50 +++++++++++++++++++
 nextflow.config                               |  1 +
 nextflow_schema.json                          | 30 +++++++++--
 subworkflows/local/profiling.nf               |  6 ++-
 7 files changed, 135 insertions(+), 7 deletions(-)
 create mode 100644 modules/nf-core/modules/kaiju/kaiju2table/main.nf
 create mode 100644 modules/nf-core/modules/kaiju/kaiju2table/meta.yml

diff --git a/conf/modules.config b/conf/modules.config
index 5c5de54..a72561d 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -289,4 +289,14 @@ process {
         ext.args = { "${meta.db_params}" }
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
     }
+
+        withName: KAIJU_KAIJU2TABLE {
+        ext.args = { "${meta.db_params}" }
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        publishDir = [
+            path: { "${params.outdir}/kaiju/${meta.db_name}" },
+            mode: params.publish_dir_mode,
+            pattern: '*.{txt}'
+        ]
+    }
 }
diff --git a/modules.json b/modules.json
index e9c1310..9beb010 100644
--- a/modules.json
+++ b/modules.json
@@ -36,6 +36,9 @@
             "kaiju/kaiju": {
                 "git_sha": "8856f127c58f6af479128be8b8df4d42e442ddbe"
             },
+            "kaiju/kaiju2table": {
+                "git_sha": "538dbac98ba9c8f799536cd5a617195501439457"
+            },
             "kraken2/kraken2": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
@@ -62,4 +65,4 @@
             }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/modules/kaiju/kaiju2table/main.nf b/modules/nf-core/modules/kaiju/kaiju2table/main.nf
new file mode 100644
index 0000000..00739d1
--- /dev/null
+++ b/modules/nf-core/modules/kaiju/kaiju2table/main.nf
@@ -0,0 +1,40 @@
+process KAIJU_KAIJU2TABLE {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda (params.enable_conda ? "bioconda::kaiju=1.8.2" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/kaiju:1.8.2--h5b5514e_1':
+        'quay.io/biocontainers/kaiju:1.8.2--h2e03b76_0' }"
+
+    input:
+    tuple val(meta), path(results)
+    path db
+    val taxon_rank
+
+    output:
+    tuple val(meta), path('*.txt'), emit: summary
+    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.id}"
+    """
+    dbnodes=`find -L ${db} -name "*nodes.dmp"`
+    dbname=`find -L ${db} -name "*.fmi" -not -name "._*"`
+    kaiju2table   $args \\
+        -t \$dbnodes \\
+        -n \$dbname \\
+        -r ${taxon_rank} \\
+        -o ${prefix}.txt \\
+        ${results}
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        kaiju: \$(echo \$( kaiju -h 2>&1 | sed -n 1p | sed 's/^.*Kaiju //' ))
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/kaiju/kaiju2table/meta.yml b/modules/nf-core/modules/kaiju/kaiju2table/meta.yml
new file mode 100644
index 0000000..bc3e85d
--- /dev/null
+++ b/modules/nf-core/modules/kaiju/kaiju2table/meta.yml
@@ -0,0 +1,50 @@
+name: "kaiju_kaiju2table"
+description: write your description here
+keywords:
+  - classify
+  - metagenomics
+tools:
+  - kaiju:
+      description: Fast and sensitive taxonomic classification for metagenomics
+      homepage: https://kaiju.binf.ku.dk/
+      documentation: https://github.com/bioinformatics-centre/kaiju/blob/master/README.md
+      tool_dev_url: https://github.com/bioinformatics-centre/kaiju
+      doi: "10.1038/ncomms11257"
+      licence: ["GNU GPL v3"]
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - results:
+      type: file
+      description: File containing the kaiju classification results
+      pattern: "*.{txt}"
+  - taxon_rank:
+      type: string
+      description: |
+        Taxonomic rank to display in report
+        pattern: "phylum|class|order|family|genus|species"
+
+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"
+  - results:
+      type: file
+      description: |
+        Summary table for a given taxonomic rank
+      pattern: "*.{tsv}"
+
+authors:
+  - "@sofstam"
+  - "@talnor"
+  - "@jfy133"
diff --git a/nextflow.config b/nextflow.config
index 43aaae8..909da25 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -107,6 +107,7 @@ params {
 
     // kaiju
     run_kaiju                  = false
+    kaiju_taxon_name           = 'species'
 }
 
 // Load base.config by default for all pipelines
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 2181cce..9516b6a 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -173,7 +176,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -294,7 +304,10 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": ["fastp", "adapterremoval"]
+            "enum": [
+                "fastp",
+                "adapterremoval"
+            ]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -335,7 +348,10 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": ["entropy", "dust"]
+            "enum": [
+                "entropy",
+                "dust"
+            ]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -384,6 +400,10 @@
         },
         "malt_generatemegansummary": {
             "type": "boolean"
+        },
+        "kaiju_taxon_name": {
+            "type": "string",
+            "default": "species"
         }
     }
-}
+}
\ No newline at end of file
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index fcb2678..1f1d4da 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -9,6 +9,7 @@ include { CENTRIFUGE_CENTRIFUGE       } from '../../modules/nf-core/modules/cent
 include { CENTRIFUGE_KREPORT          } from '../../modules/nf-core/modules/centrifuge/kreport/main'
 include { METAPHLAN3                  } from '../../modules/nf-core/modules/metaphlan3/main'
 include { KAIJU_KAIJU                 } from '../../modules/nf-core/modules/kaiju/kaiju/main'
+include { KAIJU_KAIJU2TABLE           } from '../../modules/nf-core/modules/kaiju/kaiju2table/main'
 
 workflow PROFILING {
     take:
@@ -155,8 +156,11 @@ workflow PROFILING {
     }
 
     if ( params.run_kaiju ) {
-        KAIJU_KAIJU ( ch_input_for_kaiju.reads, ch_input_for_kaiju.db )
+        KAIJU_KAIJU ( ch_input_for_kaiju.reads, ch_input_for_kaiju.db)
+        KAIJU_KAIJU2TABLE (KAIJU_KAIJU.out.results, ch_input_for_kaiju.db, params.kaiju_taxon_name)
+        ch_multiqc_files = ch_multiqc_files.mix( KAIJU_KAIJU2TABLE.out.summary.collect{it[1]}.ifEmpty([])  )
         ch_versions = ch_versions.mix( KAIJU_KAIJU.out.versions.first() )
+        ch_raw_profiles = ch_raw_profiles.mix( KAIJU_KAIJU2TABLE.out.summary )
     }
 
     emit:

From f4480feb9bb5f76a7e12f84682d512d2932022d2 Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <sofia.stamouli@scilifelab.se>
Date: Mon, 25 Apr 2022 17:45:26 +0200
Subject: [PATCH 185/372] Prettier

---
 modules.json         |  2 +-
 nextflow_schema.json | 26 +++++---------------------
 2 files changed, 6 insertions(+), 22 deletions(-)

diff --git a/modules.json b/modules.json
index 9beb010..ffcde5d 100644
--- a/modules.json
+++ b/modules.json
@@ -65,4 +65,4 @@
             }
         }
     }
-}
\ No newline at end of file
+}
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 9516b6a..93450d2 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -304,10 +294,7 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": [
-                "fastp",
-                "adapterremoval"
-            ]
+            "enum": ["fastp", "adapterremoval"]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -348,10 +335,7 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": [
-                "entropy",
-                "dust"
-            ]
+            "enum": ["entropy", "dust"]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -406,4 +390,4 @@
             "default": "species"
         }
     }
-}
\ No newline at end of file
+}

From 7afda265c5c99149739a62dfc0449aad20582184 Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <sofia.stamouli@scilifelab.se>
Date: Tue, 26 Apr 2022 11:27:18 +0200
Subject: [PATCH 186/372] Enumerating taxon

---
 nextflow_schema.json | 36 ++++++++++++++++++++++++++++++------
 1 file changed, 30 insertions(+), 6 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 93450d2..2fda6e1 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -173,7 +176,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -294,7 +304,10 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": ["fastp", "adapterremoval"]
+            "enum": [
+                "fastp",
+                "adapterremoval"
+            ]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -335,7 +348,10 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": ["entropy", "dust"]
+            "enum": [
+                "entropy",
+                "dust"
+            ]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -387,7 +403,15 @@
         },
         "kaiju_taxon_name": {
             "type": "string",
-            "default": "species"
+            "default": "species",
+            "enum": [
+                "phylum",
+                "class",
+                "order",
+                "family",
+                "genus",
+                "species"
+            ]
         }
     }
-}
+}
\ No newline at end of file

From 194b89e66a32862d234ef39cc36aad46c97a2da7 Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <sofia.stamouli@scilifelab.se>
Date: Tue, 26 Apr 2022 12:53:39 +0200
Subject: [PATCH 187/372] Prettier

---
 nextflow_schema.json | 35 ++++++-----------------------------
 1 file changed, 6 insertions(+), 29 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 2fda6e1..83793e8 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -304,10 +294,7 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": [
-                "fastp",
-                "adapterremoval"
-            ]
+            "enum": ["fastp", "adapterremoval"]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -348,10 +335,7 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": [
-                "entropy",
-                "dust"
-            ]
+            "enum": ["entropy", "dust"]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -404,14 +388,7 @@
         "kaiju_taxon_name": {
             "type": "string",
             "default": "species",
-            "enum": [
-                "phylum",
-                "class",
-                "order",
-                "family",
-                "genus",
-                "species"
-            ]
+            "enum": ["phylum", "class", "order", "family", "genus", "species"]
         }
     }
-}
\ No newline at end of file
+}

From 8126d16dee7e60f80d9cfb159db9199435bccd03 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 29 Apr 2022 21:59:42 +0200
Subject: [PATCH 188/372] Add draft version of DIAMOND

---
 CITATIONS.md                                  |  4 ++
 conf/modules.config                           | 50 ++++++++++-------
 conf/test.config                              |  5 ++
 docs/usage.md                                 |  3 ++
 modules.json                                  |  5 +-
 .../nf-core/modules/diamond/blastx/main.nf    | 53 +++++++++++++++++++
 .../nf-core/modules/diamond/blastx/meta.yml   | 52 ++++++++++++++++++
 nextflow.config                               |  4 ++
 nextflow_schema.json                          | 51 +++++++++++++++---
 subworkflows/local/profiling.nf               | 16 ++++++
 10 files changed, 216 insertions(+), 27 deletions(-)
 create mode 100644 modules/nf-core/modules/diamond/blastx/main.nf
 create mode 100644 modules/nf-core/modules/diamond/blastx/meta.yml

diff --git a/CITATIONS.md b/CITATIONS.md
index 02621d9..fd8c52a 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -52,6 +52,10 @@
 
   > Kim, Daehwan, Li Song, Florian P. Breitwieser, and Steven L. Salzberg. 2016. “Centrifuge: Rapid and Sensitive Classification of Metagenomic Sequences.” Genome Research 26 (12): 1721-29. doi: 10.1101/gr.210641.116.
 
+- [DIAMOND](https://doi.org/10.1038/nmeth.3176)
+
+> Buchfink, Benjamin, Chao Xie, and Daniel H. Huson. 2015. “Fast and Sensitive Protein Alignment Using DIAMOND.” Nature Methods 12 (1): 59-60. doi: 10.1038/nmeth.3176.
+
 ## Software packaging/containerisation tools
 
 - [Anaconda](https://anaconda.com)
diff --git a/conf/modules.config b/conf/modules.config
index a72561d..9b081b5 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -264,6 +264,36 @@ process {
         ]
     }
 
+    withName: KAIJU_KAIJU {
+        publishDir = [
+            path: { "${params.outdir}/kaiju/${meta.db_name}" },
+            mode: params.publish_dir_mode,
+            pattern: '*.tsv'
+        ]
+        ext.args = { "${meta.db_params}" }
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+    }
+
+   withName: KAIJU_KAIJU2TABLE {
+        ext.args = { "${meta.db_params}" }
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        publishDir = [
+            path: { "${params.outdir}/kaiju/${meta.db_name}" },
+            mode: params.publish_dir_mode,
+            pattern: '*.{txt}'
+        ]
+    }
+
+   withName: DIAMOND_BLASTX {
+        ext.args = { "${meta.db_params}" }
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        publishDir = [
+            path: { "${params.outdir}/diamond/${meta.db_name}" },
+            mode: params.publish_dir_mode,
+            pattern: '*.{blast,xml,txt,daa,sam,tsv,paf}'
+        ]
+    }
+
     withName: CUSTOM_DUMPSOFTWAREVERSIONS {
         publishDir = [
             path: { "${params.outdir}/pipeline_info" },
@@ -279,24 +309,4 @@ process {
             saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
         ]
     }
-
-    withName: KAIJU_KAIJU {
-        publishDir = [
-            path: { "${params.outdir}/kaiju/${meta.db_name}" },
-            mode: params.publish_dir_mode,
-            pattern: '*.tsv'
-        ]
-        ext.args = { "${meta.db_params}" }
-        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
-    }
-
-        withName: KAIJU_KAIJU2TABLE {
-        ext.args = { "${meta.db_params}" }
-        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
-        publishDir = [
-            path: { "${params.outdir}/kaiju/${meta.db_name}" },
-            mode: params.publish_dir_mode,
-            pattern: '*.{txt}'
-        ]
-    }
 }
diff --git a/conf/test.config b/conf/test.config
index ecf55bd..35d3539 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -34,6 +34,11 @@ params {
     run_malt                              = true
     run_metaphlan3                        = true
     run_centrifuge                        = true
+    run_diamond                           = true
+    // TODO: setting to txt here as does not require taxonomy in database.
+    // Should consider re-building our test database but with the required
+    // taxonomy files, but this may make large files (prot2access: 9GB)
+    diamond_output_format                 = 'txt'
 }
 
 process {
diff --git a/docs/usage.md b/docs/usage.md
index 5d3268b..002f4f2 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -128,6 +128,9 @@ Expected (uncompressed) database files for each tool are as follows:
   - `kaiju_db_*.fmi`
   - `nodes.dmp`
   - `names.dmp`
+- **DIAMOND** output of `diamond makedb`. Note: requires building with taxonomy files
+  to generate taxonomic profile. See [DIAMOND documentation](https://github.com/bbuchfink/diamond/wiki/3.-Command-line-options#makedb-options).  A file named:
+  - `<database_name>.dmnd`
 
 ## Running the pipeline
 
diff --git a/modules.json b/modules.json
index ffcde5d..7b659c1 100644
--- a/modules.json
+++ b/modules.json
@@ -27,6 +27,9 @@
             "custom/dumpsoftwareversions": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
+            "diamond/blastx": {
+                "git_sha": "42564565b934eeb2449e35ec97ed13ff2a67f1de"
+            },
             "fastp": {
                 "git_sha": "d0a1cbb703a130c19f6796c3fce24fbe7dfce789"
             },
@@ -65,4 +68,4 @@
             }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/modules/diamond/blastx/main.nf b/modules/nf-core/modules/diamond/blastx/main.nf
new file mode 100644
index 0000000..6703c1e
--- /dev/null
+++ b/modules/nf-core/modules/diamond/blastx/main.nf
@@ -0,0 +1,53 @@
+process DIAMOND_BLASTX {
+    tag "$meta.id"
+    label 'process_medium'
+
+    // Dimaond is limited to v2.0.9 because there is not a
+    // singularity version higher than this at the current time.
+    conda (params.enable_conda ? "bioconda::diamond=2.0.9" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/diamond:2.0.9--hdcc8f71_0' :
+        'quay.io/biocontainers/diamond:2.0.9--hdcc8f71_0' }"
+
+    input:
+    tuple val(meta), path(fasta)
+    path db
+    val outext
+
+    output:
+    tuple val(meta), path('*.{blast,xml,txt,daa,sam,tsv,paf}'), emit: output
+    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.id}"
+    switch ( outext ) {
+        case "blast": outfmt = 0; break
+        case "xml": outfmt = 5; break
+        case "txt": outfmt = 6; break
+        case "daa": outfmt = 100; break
+        case "sam": outfmt = 101; break
+        case "tsv": outfmt = 102; break
+        case "paf": outfmt = 103; break
+    }
+    """
+    DB=`find -L ./ -name "*.dmnd" | sed 's/.dmnd//'`
+
+    diamond \\
+        blastx \\
+        --threads $task.cpus \\
+        --db \$DB \\
+        --query $fasta \\
+        --outfmt ${outfmt} \\
+        $args \\
+        --out ${prefix}.${outext}
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        diamond: \$(diamond --version 2>&1 | tail -n 1 | sed 's/^diamond version //')
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/diamond/blastx/meta.yml b/modules/nf-core/modules/diamond/blastx/meta.yml
new file mode 100644
index 0000000..5ee2d55
--- /dev/null
+++ b/modules/nf-core/modules/diamond/blastx/meta.yml
@@ -0,0 +1,52 @@
+name: diamond_blastx
+description: Queries a DIAMOND database using blastx mode
+keywords:
+  - fasta
+  - diamond
+  - blastx
+  - DNA sequence
+tools:
+  - diamond:
+      description: Accelerated BLAST compatible local sequence aligner
+      homepage: https://github.com/bbuchfink/diamond
+      documentation: https://github.com/bbuchfink/diamond/wiki
+      tool_dev_url: https://github.com/bbuchfink/diamond
+      doi: "doi:10.1038/s41592-021-01101-x"
+      licence: ["GPL v3.0"]
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - fasta:
+      type: file
+      description: Input fasta file containing query sequences
+      pattern: "*.{fa,fasta}"
+  - db:
+      type: directory
+      description: Directory containing the nucelotide blast database
+      pattern: "*"
+  - outext:
+      type: string
+      description: |
+        Specify the type of output file to be generated. `blast` corresponds to
+        BLAST pairwise format. `xml` corresponds to BLAST xml format.
+        `txt` corresponds to to BLAST tabular format. `tsv` corresponds to
+        taxonomic classification format.
+      pattern: "blast|xml|txt|daa|sam|tsv|paf"
+
+output:
+  - txt:
+      type: file
+      description: File containing blastx hits
+      pattern: "*.{blastx.txt}"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+
+authors:
+  - "@spficklin"
+  - "@jfy133"
diff --git a/nextflow.config b/nextflow.config
index 909da25..963a4a5 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -108,6 +108,10 @@ params {
     // kaiju
     run_kaiju                  = false
     kaiju_taxon_name           = 'species'
+
+    // diamond
+    run_diamond                = false
+    diamond_output_format      = 'tsv'
 }
 
 // Load base.config by default for all pipelines
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 83793e8..fc516d6 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -173,7 +176,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -294,7 +304,10 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": ["fastp", "adapterremoval"]
+            "enum": [
+                "fastp",
+                "adapterremoval"
+            ]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -335,7 +348,10 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": ["entropy", "dust"]
+            "enum": [
+                "entropy",
+                "dust"
+            ]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -388,7 +404,30 @@
         "kaiju_taxon_name": {
             "type": "string",
             "default": "species",
-            "enum": ["phylum", "class", "order", "family", "genus", "species"]
+            "enum": [
+                "phylum",
+                "class",
+                "order",
+                "family",
+                "genus",
+                "species"
+            ]
+        },
+        "run_diamond": {
+            "type": "boolean"
+        },
+        "diamond_output_format": {
+            "type": "string",
+            "default": "tsv",
+            "enum": [
+                "blast",
+                "xml",
+                "txt",
+                "daa",
+                "sam",
+                "tsv",
+                "paf"
+            ]
         }
     }
-}
+}
\ No newline at end of file
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 1f1d4da..9389e19 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -10,6 +10,8 @@ include { CENTRIFUGE_KREPORT          } from '../../modules/nf-core/modules/cent
 include { METAPHLAN3                  } from '../../modules/nf-core/modules/metaphlan3/main'
 include { KAIJU_KAIJU                 } from '../../modules/nf-core/modules/kaiju/kaiju/main'
 include { KAIJU_KAIJU2TABLE           } from '../../modules/nf-core/modules/kaiju/kaiju2table/main'
+include { DIAMOND_BLASTX              } from '../../modules/nf-core/modules/diamond/blastx/main'
+
 
 workflow PROFILING {
     take:
@@ -41,6 +43,7 @@ workflow PROFILING {
                 metaphlan3: it[2]['tool'] == 'metaphlan3'
                 centrifuge: it[2]['tool'] == 'centrifuge'
                 kaiju: it[2]['tool'] == 'kaiju'
+                diamond: it[2]['tool'] == 'diamond'
                 unknown: true
             }
 
@@ -109,6 +112,13 @@ workflow PROFILING {
                                     db: it[3]
                             }
 
+    ch_input_for_diamond = ch_input_for_profiling.diamond
+                            .multiMap {
+                                it ->
+                                    reads: [it[0] + it[2], it[1]]
+                                    db: it[3]
+                            }
+
     /*
         RUN PROFILING
     */
@@ -163,6 +173,12 @@ workflow PROFILING {
         ch_raw_profiles = ch_raw_profiles.mix( KAIJU_KAIJU2TABLE.out.summary )
     }
 
+    if ( params.run_diamond ) {
+        DIAMOND_BLASTX ( ch_input_for_diamond.reads, ch_input_for_diamond.db, params.diamond_output_format )
+        ch_versions        = ch_versions.mix( DIAMOND_BLASTX.out.versions.first() )
+        ch_raw_profiles    = ch_raw_profiles.mix( DIAMOND_BLASTX.out.output )
+    }
+
     emit:
     profiles = ch_raw_profiles    // channel: [ val(meta), [ reads ] ] - should be text files or biom
     versions = ch_versions          // channel: [ versions.yml ]

From a4a9b161d80914f7f1964b4a86c58229d4d884b3 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 29 Apr 2022 22:02:44 +0200
Subject: [PATCH 189/372] Lintin

---
 conf/modules.config  |  4 ++--
 docs/usage.md        |  2 +-
 modules.json         |  2 +-
 nextflow_schema.json | 45 +++++++-------------------------------------
 4 files changed, 11 insertions(+), 42 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 9b081b5..d8fb382 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -274,7 +274,7 @@ process {
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
     }
 
-   withName: KAIJU_KAIJU2TABLE {
+    withName: KAIJU_KAIJU2TABLE {
         ext.args = { "${meta.db_params}" }
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
@@ -284,7 +284,7 @@ process {
         ]
     }
 
-   withName: DIAMOND_BLASTX {
+    withName: DIAMOND_BLASTX {
         ext.args = { "${meta.db_params}" }
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
diff --git a/docs/usage.md b/docs/usage.md
index 002f4f2..cee2bb6 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -129,7 +129,7 @@ Expected (uncompressed) database files for each tool are as follows:
   - `nodes.dmp`
   - `names.dmp`
 - **DIAMOND** output of `diamond makedb`. Note: requires building with taxonomy files
-  to generate taxonomic profile. See [DIAMOND documentation](https://github.com/bbuchfink/diamond/wiki/3.-Command-line-options#makedb-options).  A file named:
+  to generate taxonomic profile. See [DIAMOND documentation](https://github.com/bbuchfink/diamond/wiki/3.-Command-line-options#makedb-options). A file named:
   - `<database_name>.dmnd`
 
 ## Running the pipeline
diff --git a/modules.json b/modules.json
index 7b659c1..a65926c 100644
--- a/modules.json
+++ b/modules.json
@@ -68,4 +68,4 @@
             }
         }
     }
-}
\ No newline at end of file
+}
diff --git a/nextflow_schema.json b/nextflow_schema.json
index fc516d6..f429d1b 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -304,10 +294,7 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": [
-                "fastp",
-                "adapterremoval"
-            ]
+            "enum": ["fastp", "adapterremoval"]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -348,10 +335,7 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": [
-                "entropy",
-                "dust"
-            ]
+            "enum": ["entropy", "dust"]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -404,14 +388,7 @@
         "kaiju_taxon_name": {
             "type": "string",
             "default": "species",
-            "enum": [
-                "phylum",
-                "class",
-                "order",
-                "family",
-                "genus",
-                "species"
-            ]
+            "enum": ["phylum", "class", "order", "family", "genus", "species"]
         },
         "run_diamond": {
             "type": "boolean"
@@ -419,15 +396,7 @@
         "diamond_output_format": {
             "type": "string",
             "default": "tsv",
-            "enum": [
-                "blast",
-                "xml",
-                "txt",
-                "daa",
-                "sam",
-                "tsv",
-                "paf"
-            ]
+            "enum": ["blast", "xml", "txt", "daa", "sam", "tsv", "paf"]
         }
     }
-}
\ No newline at end of file
+}

From 0630fce3b5ddb4db1b1932b2405e11ba9bd321e2 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sat, 30 Apr 2022 08:11:40 +0200
Subject: [PATCH 190/372] Tweak based on official DIAMOND test-data

---
 conf/test.config | 4 ----
 nextflow.config  | 2 +-
 2 files changed, 1 insertion(+), 5 deletions(-)

diff --git a/conf/test.config b/conf/test.config
index 35d3539..a2464b2 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -35,10 +35,6 @@ params {
     run_metaphlan3                        = true
     run_centrifuge                        = true
     run_diamond                           = true
-    // TODO: setting to txt here as does not require taxonomy in database.
-    // Should consider re-building our test database but with the required
-    // taxonomy files, but this may make large files (prot2access: 9GB)
-    diamond_output_format                 = 'txt'
 }
 
 process {
diff --git a/nextflow.config b/nextflow.config
index 963a4a5..5644786 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -111,7 +111,7 @@ params {
 
     // diamond
     run_diamond                = false
-    diamond_output_format      = 'tsv'
+    diamond_output_format      = 'txt'
 }
 
 // Load base.config by default for all pipelines

From 031cb45934cc3e66909d6cdd7b38527508353250 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 1 May 2022 07:18:14 +0200
Subject: [PATCH 191/372] Add initial longread QC filtering - requires filtlong
 module update

---
 .github/workflows/ci.yml                      | 18 +++----
 CITATIONS.md                                  |  2 +
 conf/modules.config                           | 48 ++++++++++++------
 conf/test.config                              |  4 +-
 docs/usage.md                                 | 10 ++--
 modules.json                                  |  3 ++
 modules/nf-core/modules/filtlong/main.nf      | 36 +++++++++++++
 modules/nf-core/modules/filtlong/meta.yml     | 50 +++++++++++++++++++
 nextflow.config                               | 28 +++++++----
 nextflow_schema.json                          | 36 +++++++++----
 subworkflows/local/longread_preprocessing.nf  | 45 +++++++++++++----
 .../local/shortread_adapterremoval.nf         |  4 +-
 subworkflows/local/shortread_fastp.nf         |  4 +-
 subworkflows/local/shortread_preprocessing.nf |  4 +-
 workflows/taxprofiler.nf                      | 15 +++---
 15 files changed, 233 insertions(+), 74 deletions(-)
 create mode 100644 modules/nf-core/modules/filtlong/main.nf
 create mode 100644 modules/nf-core/modules/filtlong/meta.yml

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a1ece72..cb531b7 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -29,18 +29,18 @@ jobs:
           - NXF_VER: ""
             NXF_EDGE: "1"
         parameters:
-          - "--perform_longread_clip false"
-          - "--perform_shortread_clipmerge false"
-          - "--shortread_clipmerge_tool fastp"
-          - "--shortread_clipmerge_tool fastp --shortread_clipmerge_mergepairs --shortread_clipmerge_excludeunmerged"
-          - "--shortread_clipmerge_tool fastp --shortread_clipmerge_mergepairs"
-          - "--shortread_clipmerge_tool adapterremoval"
-          - "--shortread_clipmerge_tool adapterremoval --shortread_clipmerge_mergepairs --shortread_clipmerge_excludeunmerged"
-          - "--shortread_clipmerge_tool adapterremoval --shortread_clipmerge_mergepairs"
+          - "--perform_longread_qc false"
+          - "--perform_shortread_qc false"
+          - "--shortread_qc_tool fastp"
+          - "--shortread_qc_tool fastp --shortread_qc_mergepairs --shortread_qc_excludeunmerged"
+          - "--shortread_qc_tool fastp --shortread_qc_mergepairs"
+          - "--shortread_qc_tool adapterremoval"
+          - "--shortread_qc_tool adapterremoval --shortread_qc_mergepairs --shortread_qc_excludeunmerged"
+          - "--shortread_qc_tool adapterremoval --shortread_qc_mergepairs"
           - "--shortread_complexityfilter_tool bbduk"
           - "--shortread_complexityfilter_tool prinseq"
           - "--perform_runmerging"
-          - "--perform_runmerging --shortread_clipmerge_mergepairs"
+          - "--perform_runmerging --shortread_qc_mergepairs"
           - "--shortread_complexityfilter false --perform_shortread_hostremoval"
 
     steps:
diff --git a/CITATIONS.md b/CITATIONS.md
index fd8c52a..8044658 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -56,6 +56,8 @@
 
 > Buchfink, Benjamin, Chao Xie, and Daniel H. Huson. 2015. “Fast and Sensitive Protein Alignment Using DIAMOND.” Nature Methods 12 (1): 59-60. doi: 10.1038/nmeth.3176.
 
+- [FILTLONG](https://github.com/rrwick/Filtlong)
+
 ## Software packaging/containerisation tools
 
 - [Anaconda](https://anaconda.com)
diff --git a/conf/modules.config b/conf/modules.config
index d8fb382..8481e7b 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -51,10 +51,10 @@ process {
     withName: FASTP_SINGLE {
         ext.args   = [
             // trimming options
-            params.shortread_clipmerge_skipadaptertrim ? "--disable_adapter_trimming" : "",
-            params.shortread_clipmerge_adapter1 ? "--adapter_sequence ${params.shortread_clipmerge_adapter1}" : "",
+            params.shortread_qc_skipadaptertrim ? "--disable_adapter_trimming" : "",
+            params.shortread_qc_adapter1 ? "--adapter_sequence ${params.shortread_qc_adapter1}" : "",
             // filtering options
-            "--length_required ${params.shortread_clipmerge_minlength}"
+            "--length_required ${params.shortread_qc_minlength}"
         ].join(' ').trim()
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
@@ -68,13 +68,13 @@ process {
     withName: FASTP_PAIRED {
         ext.args   = [
             // collapsing options - option to retain singletons
-            params.shortread_clipmerge_excludeunmerged ? '' : "--include_unmerged",
+            params.shortread_qc_excludeunmerged ? '' : "--include_unmerged",
             // trimming options
-            params.shortread_clipmerge_skipadaptertrim ? "--disable_adapter_trimming" : "",
-            params.shortread_clipmerge_adapter1 ? "--adapter_sequence ${params.shortread_clipmerge_adapter1}" : "",
-            params.shortread_clipmerge_adapter2 ? "--adapter_sequence_r2 ${params.shortread_clipmerge_adapter2}" : "--detect_adapter_for_pe",
+            params.shortread_qc_skipadaptertrim ? "--disable_adapter_trimming" : "",
+            params.shortread_qc_adapter1 ? "--adapter_sequence ${params.shortread_qc_adapter1}" : "",
+            params.shortread_qc_adapter2 ? "--adapter_sequence_r2 ${params.shortread_qc_adapter2}" : "--detect_adapter_for_pe",
             // filtering options
-            "--length_required ${params.shortread_clipmerge_minlength}"
+            "--length_required ${params.shortread_qc_minlength}"
         ].join(' ').trim()
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
@@ -88,10 +88,10 @@ process {
     withName: ADAPTERREMOVAL_SINGLE {
         ext.args   = [
             // trimming options
-            params.shortread_clipmerge_skipadaptertrim ? "--adapter1 '' --adapter2 ''" : "",
-            params.shortread_clipmerge_adapter1 ? "--adapter1 ${params.shortread_clipmerge_adapter1}" : "",
+            params.shortread_qc_skipadaptertrim ? "--adapter1 '' --adapter2 ''" : "",
+            params.shortread_qc_adapter1 ? "--adapter1 ${params.shortread_qc_adapter1}" : "",
             // filtering options
-            "--minlength ${params.shortread_clipmerge_minlength}"
+            "--minlength ${params.shortread_qc_minlength}"
         ].join(' ').trim()
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
@@ -105,13 +105,13 @@ process {
     withName: ADAPTERREMOVAL_PAIRED {
         ext.args   = [
             // collapsing options
-            params.shortread_clipmerge_mergepairs ? "--collapse" : "",
+            params.shortread_qc_mergepairs ? "--collapse" : "",
             // trimming options
-            params.shortread_clipmerge_skipadaptertrim ? "--adapter1 '' --adapter2 ''" : "",
-            params.shortread_clipmerge_adapter1 ? "--adapter1 ${params.shortread_clipmerge_adapter1}" : "",
-            params.shortread_clipmerge_adapter2 ? "--adapter2 ${params.shortread_clipmerge_adapter2}" : "",
+            params.shortread_qc_skipadaptertrim ? "--adapter1 '' --adapter2 ''" : "",
+            params.shortread_qc_adapter1 ? "--adapter1 ${params.shortread_qc_adapter1}" : "",
+            params.shortread_qc_adapter2 ? "--adapter2 ${params.shortread_qc_adapter2}" : "",
             // filtering options
-            "--minlength ${params.shortread_clipmerge_minlength}"
+            "--minlength ${params.shortread_qc_minlength}"
         ].join(' ').trim()
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
@@ -132,6 +132,22 @@ process {
         ]
     }
 
+    withName: FILTLONG {
+        ext.args = [
+            "--min_length ${params.longread_qc_minlength}",
+            "--keep_percent ${params.longread_qc_keepbppercent}",
+            "--target_bases ${params.longread_qc_targetnbases}"
+        ]
+        .join(' ').trim()
+        ext.prefix = { "${meta.id}_${meta.run_accession}" }
+        publishDir = [
+            path: { "${params.outdir}/porechop" },
+            mode: params.publish_dir_mode,
+            pattern: '*.fastq.gz',
+            enabled: params.save_preprocessed_reads
+        ]
+    }
+
     withName: BOWTIE2_BUILD {
         publishDir = [
             path: { "${params.outdir}/bowtie2/build" },
diff --git a/conf/test.config b/conf/test.config
index a2464b2..ac7b0d3 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -24,8 +24,8 @@ params {
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
     input                                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
     databases                             = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
-    perform_shortread_clipmerge           = true
-    perform_longread_clip                 = false
+    perform_shortread_qc           = true
+    perform_longread_qc                 = false
     perform_shortread_complexityfilter    = true
     perform_shortread_hostremoval         = true
     shortread_hostremoval_reference       = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/homo_sapiens/genome/genome.fasta'
diff --git a/docs/usage.md b/docs/usage.md
index cee2bb6..34af0eb 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -162,16 +162,16 @@ nf-core/taxprofiler offers four main preprocessing steps
 
 #### Read Processing
 
-Raw sequencing read processing in the form of adapter clipping and paired-end read merging can be activated via the `--perform_shortread_clipmerge` or `--perform_longread_clip` flags.
+Raw sequencing read processing in the form of adapter clipping and paired-end read merging can be activated via the `--perform_shortread_qc` or `--perform_longread_qc` flags.
 
 It is highly recommended to run this on raw reads to remove artefacts from sequencing that can cause false positive identification of taxa (e.g. contaminated reference genomes) and/or skews in taxonomic abundance profiles.
 
 There are currently two options for short-read preprocessing: `fastp` or `adapterremoval`.
 
-For adapter clipping, you can either rely on tool default adapter sequences, or supply your own adapters (`--shortread_clipmerge_adapter1` and `--shortread_clipmerge_adapter2`)
-By default, paired-end merging is not activated and paired-end profiling is performed where supported otherwise pairs will be independently profiled. If paired-end merging is activated you can also specify whether to exclude unmerged reads in the reads sent for profiling (`--shortread_clipmerge_mergepairs` and `--shortread_clipmerge_excludeunmerged`).
-You can also turn off clipping and only perform paired-end merging, if requested. This can be useful when processing data downloaded from the ENA, SRA, or DDBJ (`--shortread_clipmerge_skipadaptertrim`).
-Both tools support length filtering of reads and can be tuned with `--shortread_clipmerge_minlength`. Performing length filtering can be useful to remove short (often low sequencing complexity) sequences that result in unspecific classification and therefore slow down runtime during profiling, with minimal gain.
+For adapter clipping, you can either rely on tool default adapter sequences, or supply your own adapters (`--shortread_qc_adapter1` and `--shortread_qc_adapter2`)
+By default, paired-end merging is not activated and paired-end profiling is performed where supported otherwise pairs will be independently profiled. If paired-end merging is activated you can also specify whether to exclude unmerged reads in the reads sent for profiling (`--shortread_qc_mergepairs` and `--shortread_qc_excludeunmerged`).
+You can also turn off clipping and only perform paired-end merging, if requested. This can be useful when processing data downloaded from the ENA, SRA, or DDBJ (`--shortread_qc_skipadaptertrim`).
+Both tools support length filtering of reads and can be tuned with `--shortread_qc_minlength`. Performing length filtering can be useful to remove short (often low sequencing complexity) sequences that result in unspecific classification and therefore slow down runtime during profiling, with minimal gain.
 
 There is currently one option for long-read Oxford Nanopore processing: `porechop`.
 
diff --git a/modules.json b/modules.json
index a65926c..21c6a89 100644
--- a/modules.json
+++ b/modules.json
@@ -36,6 +36,9 @@
             "fastqc": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
+            "filtlong": {
+                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+            },
             "kaiju/kaiju": {
                 "git_sha": "8856f127c58f6af479128be8b8df4d42e442ddbe"
             },
diff --git a/modules/nf-core/modules/filtlong/main.nf b/modules/nf-core/modules/filtlong/main.nf
new file mode 100644
index 0000000..0e6fdd5
--- /dev/null
+++ b/modules/nf-core/modules/filtlong/main.nf
@@ -0,0 +1,36 @@
+process FILTLONG {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda (params.enable_conda ? "bioconda::filtlong=0.2.1" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/filtlong:0.2.1--h9a82719_0' :
+        'quay.io/biocontainers/filtlong:0.2.1--h9a82719_0' }"
+
+    input:
+    tuple val(meta), path(shortreads), path(longreads)
+
+    output:
+    tuple val(meta), path("${meta.id}_lr_filtlong.fastq.gz"), emit: reads
+    path "versions.yml"                                     , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    def short_reads = meta.single_end ? "-1 $shortreads" : "-1 ${shortreads[0]} -2 ${shortreads[1]}"
+    """
+    filtlong \\
+        $short_reads \\
+        $args \\
+        $longreads \\
+        | gzip -n > ${prefix}_lr_filtlong.fastq.gz
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        filtlong: \$( filtlong --version | sed -e "s/Filtlong v//g" )
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/filtlong/meta.yml b/modules/nf-core/modules/filtlong/meta.yml
new file mode 100644
index 0000000..b3626e6
--- /dev/null
+++ b/modules/nf-core/modules/filtlong/meta.yml
@@ -0,0 +1,50 @@
+name: filtlong
+description: Filtlong filters long reads based on quality measures or short read data.
+keywords:
+  - nanopore
+  - quality control
+  - QC
+  - filtering
+  - long reads
+  - short reads
+tools:
+  - filtlong:
+      description: Filtlong is a tool for filtering long reads. It can take a set of long reads and produce a smaller, better subset. It uses both read length (longer is better) and read identity (higher is better) when choosing which reads pass the filter.
+      homepage: https://anaconda.org/bioconda/filtlong
+      documentation: None
+      tool_dev_url: https://github.com/rrwick/Filtlong
+      doi: ""
+      licence: ["GPL v3"]
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - shortreads:
+      type: file
+      description: fastq file
+      pattern: "*.{fq,fastq,fq.gz,fastq.gz}"
+  - longreads:
+      type: file
+      description: fastq file
+      pattern: "*.{fq,fastq,fq.gz,fastq.gz}"
+
+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"
+  - reads:
+      type: file
+      description: Filtered (compressed) fastq file
+      pattern: "*.fastq.gz"
+
+authors:
+  - "@d4straub"
diff --git a/nextflow.config b/nextflow.config
index 5644786..145e53b 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -55,16 +55,23 @@ params {
     databases = null
 
     // FASTQ preprocessing
-    perform_shortread_clipmerge             = false
-    shortread_clipmerge_tool                = 'fastp'
-    shortread_clipmerge_skipadaptertrim     = false
-    shortread_clipmerge_mergepairs          = false
-    shortread_clipmerge_excludeunmerged     = false
-    shortread_clipmerge_adapter1            = null
-    shortread_clipmerge_adapter2            = null
-    shortread_clipmerge_minlength           = 15
-    perform_longread_clip                   = false
-    save_preprocessed_reads                 = false
+    perform_shortread_qc             = false
+    shortread_qc_tool                = 'fastp'
+    shortread_qc_skipadaptertrim     = false
+    shortread_qc_mergepairs          = false
+    shortread_qc_excludeunmerged     = false
+    shortread_qc_adapter1            = null
+    shortread_qc_adapter2            = null
+    shortread_qc_minlength           = 15
+
+    perform_longread_qc              = false
+    longread_qc_run_clip             = false
+    longread_qc_run_filter           = false
+    longread_qc_minlength            = 1000
+    longread_qc_keepbppercent        = 90
+    longread_qc_targetnbases         = 500000000
+
+    save_preprocessed_reads          = false
 
     // Complexity filtering
     perform_shortread_complexityfilter                   = false
@@ -185,6 +192,7 @@ profiles {
 }
 
 // Load igenomes.config if required
+
 if (!params.igenomes_ignore) {
     includeConfig 'conf/igenomes.config'
 } else {
diff --git a/nextflow_schema.json b/nextflow_schema.json
index f429d1b..1a590bb 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -262,7 +262,7 @@
             "type": "string",
             "default": "None"
         },
-        "shortread_clipmerge_excludeunmerged": {
+        "shortread_qc_excludeunmerged": {
             "type": "boolean"
         },
         "run_malt": {
@@ -291,26 +291,26 @@
             "type": "boolean",
             "description": "Enable MetaPhlAn for taxonomic profiling"
         },
-        "shortread_clipmerge_tool": {
+        "shortread_qc_tool": {
             "type": "string",
             "default": "fastp",
             "enum": ["fastp", "adapterremoval"]
         },
-        "shortread_clipmerge_skipadaptertrim": {
+        "shortread_qc_skipadaptertrim": {
             "type": "boolean"
         },
-        "shortread_clipmerge_mergepairs": {
+        "shortread_qc_mergepairs": {
             "type": "boolean"
         },
-        "shortread_clipmerge_adapter1": {
+        "shortread_qc_adapter1": {
             "type": "string",
             "default": "None"
         },
-        "shortread_clipmerge_adapter2": {
+        "shortread_qc_adapter2": {
             "type": "string",
             "default": "None"
         },
-        "shortread_clipmerge_minlength": {
+        "shortread_qc_minlength": {
             "type": "integer",
             "default": 15
         },
@@ -347,10 +347,10 @@
         "save_runmerged_reads": {
             "type": "boolean"
         },
-        "perform_shortread_clipmerge": {
+        "perform_shortread_qc": {
             "type": "boolean"
         },
-        "perform_longread_clip": {
+        "perform_longread_qc": {
             "type": "boolean"
         },
         "perform_shortread_complexityfilter": {
@@ -397,6 +397,24 @@
             "type": "string",
             "default": "tsv",
             "enum": ["blast", "xml", "txt", "daa", "sam", "tsv", "paf"]
+        },
+        "longread_qc_run_clip": {
+            "type": "boolean"
+        },
+        "longread_qc_run_filter": {
+            "type": "boolean"
+        },
+        "longread_qc_minlength": {
+            "type": "integer",
+            "default": 1000
+        },
+        "longread_qc_keepbppercent": {
+            "type": "integer",
+            "default": 90
+        },
+        "longread_qc_targetnbases": {
+            "type": "integer",
+            "default": 500000000
         }
     }
 }
diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index 2fa5f3b..5ae5417 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -4,6 +4,7 @@
 
 include { FASTQC as FASTQC_PROCESSED } from '../../modules/nf-core/modules/fastqc/main'
 include { PORECHOP                   } from '../../modules/nf-core/modules/porechop/main'
+include { FILTLONG                   } from '../../modules/nf-core/modules/filtlong/main'
 
 workflow LONGREAD_PREPROCESSING {
     take:
@@ -13,21 +14,43 @@ workflow LONGREAD_PREPROCESSING {
     ch_versions      = Channel.empty()
     ch_multiqc_files = Channel.empty()
 
-    PORECHOP ( reads )
+    if ( params.longread_qc_run_clip && !params.longread_qc_run_filter ) {
+        PORECHOP ( reads )
 
-    ch_processed_reads = PORECHOP.out.reads
-                                .map {
-                                        meta, reads ->
-                                        def meta_new = meta.clone()
-                                        meta_new['single_end'] = 1
-                                        [ meta_new, reads ]
-                                    }
+        ch_processed_reads = PORECHOP.out.reads
+                                        .map {
+                                                meta, reads ->
+                                                def meta_new = meta.clone()
+                                                meta_new['single_end'] = 1
+                                                [ meta_new, reads ]
 
-    FASTQC_PROCESSED ( PORECHOP.out.reads )
-    ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
+        ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
+                                            }
+    } else if ( !params.longread_qc_run_clip && params.longread_qc_run_filter ) {
+
+        ch_processed_reads = FILTLONG ( reads.map{ meta, reads -> [meta, [], reads ]} )
+        ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
+
+    } else {
+        PORECHOP ( reads )
+        ch_clipped_reads = PORECHOP.out.reads
+                                        .map {
+                                                meta, reads ->
+                                                def meta_new = meta.clone()
+                                                meta_new['single_end'] = 1
+                                                [ meta_new, reads ]
+                                        }
+
+        ch_processed_reads = FILTLONG ( ch_clipped_reads.map{ meta, reads -> [meta, [], reads ]} ).reads
+
+        ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
+        ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
+
+    }
+
+    FASTQC_PROCESSED ( ch_processed_reads.dump(tag: "filtlong") )
     ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip )
 
-
     emit:
     reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]
     versions = ch_versions          // channel: [ versions.yml ]
diff --git a/subworkflows/local/shortread_adapterremoval.nf b/subworkflows/local/shortread_adapterremoval.nf
index b573be9..e491423 100644
--- a/subworkflows/local/shortread_adapterremoval.nf
+++ b/subworkflows/local/shortread_adapterremoval.nf
@@ -29,7 +29,7 @@ workflow SHORTREAD_ADAPTERREMOVAL {
      * has to be exported in a separate channel and we must manually recombine when necessary.
      */
 
-    if ( params.shortread_clipmerge_mergepairs && !params.shortread_clipmerge_excludeunmerged ) {
+    if ( params.shortread_qc_mergepairs && !params.shortread_qc_excludeunmerged ) {
 
         ch_concat_fastq = Channel.empty()
             .mix(
@@ -54,7 +54,7 @@ workflow SHORTREAD_ADAPTERREMOVAL {
         ch_adapterremoval_reads_prepped = CAT_FASTQ.out.reads
             .mix(ADAPTERREMOVAL_SINGLE.out.singles_truncated)
 
-    } else if ( params.shortread_clipmerge_mergepairs && params.shortread_clipmerge_excludeunmerged ) {
+    } else if ( params.shortread_qc_mergepairs && params.shortread_qc_excludeunmerged ) {
 
         ch_concat_fastq = Channel.empty()
             .mix(
diff --git a/subworkflows/local/shortread_fastp.nf b/subworkflows/local/shortread_fastp.nf
index 6fed2ae..05e0f3d 100644
--- a/subworkflows/local/shortread_fastp.nf
+++ b/subworkflows/local/shortread_fastp.nf
@@ -21,9 +21,9 @@ workflow SHORTREAD_FASTP {
 
     FASTP_SINGLE ( ch_input_for_fastp.single, false, false )
     // Last parameter here turns on merging of PE data
-    FASTP_PAIRED ( ch_input_for_fastp.paired, false, params.shortread_clipmerge_mergepairs )
+    FASTP_PAIRED ( ch_input_for_fastp.paired, false, params.shortread_qc_mergepairs )
 
-    if ( params.shortread_clipmerge_mergepairs ) {
+    if ( params.shortread_qc_mergepairs ) {
         ch_fastp_reads_prepped_pe = FASTP_PAIRED.out.reads_merged
                                         .map {
                                             meta, reads ->
diff --git a/subworkflows/local/shortread_preprocessing.nf b/subworkflows/local/shortread_preprocessing.nf
index b0ac25e..977a317 100644
--- a/subworkflows/local/shortread_preprocessing.nf
+++ b/subworkflows/local/shortread_preprocessing.nf
@@ -15,11 +15,11 @@ workflow SHORTREAD_PREPROCESSING {
     ch_versions       = Channel.empty()
     ch_multiqc_files  = Channel.empty()
 
-    if ( params.shortread_clipmerge_tool == "fastp" ) {
+    if ( params.shortread_qc_tool == "fastp" ) {
         ch_processed_reads = SHORTREAD_FASTP ( reads ).reads
         ch_versions        =  ch_versions.mix( SHORTREAD_FASTP.out.versions )
         ch_multiqc_files   =  ch_multiqc_files.mix( SHORTREAD_FASTP.out.mqc )
-    } else if ( params.shortread_clipmerge_tool == "adapterremoval" ) {
+    } else if ( params.shortread_qc_tool == "adapterremoval" ) {
         ch_processed_reads = SHORTREAD_ADAPTERREMOVAL ( reads ).reads
         ch_versions        = ch_versions.mix( SHORTREAD_ADAPTERREMOVAL.out.versions )
         ch_multiqc_files   = ch_multiqc_files.mix( SHORTREAD_ADAPTERREMOVAL.out.mqc )
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index a0046b2..2279fd5 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -19,8 +19,11 @@ for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true
 // Check mandatory parameters
 if (params.input    ) { ch_input     = file(params.input)     } else { exit 1, 'Input samplesheet not specified!' }
 if (params.databases) { ch_databases = file(params.databases) } else { exit 1, 'Input database sheet not specified!' }
-if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
-if (params.shortread_clipmerge_excludeunmerged && !params.shortread_clipmerge_mergepairs) exit 1, "ERROR: [nf-core/taxprofiler] cannot include unmerged reads when merging not turned on. Please specify --shortread_clipmerge_mergepairs"
+
+if (params.shortread_qc_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] MALT does not accept uncollapsed paired-short reads. Pairs will be profiled as separate files."
+if (params.shortread_qc_excludeunmerged && !params.shortread_qc_mergepairs) exit 1, "ERROR: [nf-core/taxprofiler] cannot include unmerged reads when merging not turned on. Please specify --shortread_qc_mergepairs"
+
+if ( (params.longread_qc_run_clip || params.longread_qc_run_filter) & !params.perform_longread_qc ) exit 1, "ERROR: [nf-core/taxprofiler] --longread_qc_run_clip or --longread_qc_run_filter requested but quality-control not turned on. Please specify --perform_long_qc"
 
 if (params.perform_shortread_hostremoval && !params.shortread_hostremoval_reference) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval requested but no --shortread_hostremoval_reference FASTA supplied. Check input." }
 if (!params.shortread_hostremoval_reference && params.shortread_hostremoval_reference_index) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval_index provided but no --shortread_hostremoval_reference FASTA supplied. Check input." }
@@ -110,14 +113,14 @@ workflow TAXPROFILER {
     /*
         SUBWORKFLOW: PERFORM PREPROCESSING
     */
-    if ( params.perform_shortread_clipmerge ) {
+    if ( params.perform_shortread_qc ) {
         ch_shortreads_preprocessed = SHORTREAD_PREPROCESSING ( INPUT_CHECK.out.fastq ).reads
         ch_versions = ch_versions.mix( SHORTREAD_PREPROCESSING.out.versions )
     } else {
         ch_shortreads_preprocessed = INPUT_CHECK.out.fastq
     }
 
-    if ( params.perform_longread_clip ) {
+    if ( params.perform_longread_qc ) {
         ch_longreads_preprocessed = LONGREAD_PREPROCESSING ( INPUT_CHECK.out.nanopore ).reads
                                         .map { it -> [ it[0], [it[1]] ] }
         ch_versions = ch_versions.mix( LONGREAD_PREPROCESSING.out.versions )
@@ -211,11 +214,11 @@ workflow TAXPROFILER {
     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([]))
 
-    if (params.perform_shortread_clipmerge) {
+    if (params.perform_shortread_qc) {
         ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) )
     }
 
-    if (params.perform_longread_clip) {
+    if (params.perform_longread_qc) {
         ch_multiqc_files = ch_multiqc_files.mix( LONGREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) )
     }
 

From 409470642141460daace239396d7fdc95b0580b5 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 1 May 2022 07:24:58 +0200
Subject: [PATCH 192/372] Only create profiler input channels when profiler
 activate

---
 subworkflows/local/profiling.nf | 142 +++++++++++++++++---------------
 1 file changed, 74 insertions(+), 68 deletions(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 9389e19..d8e9c84 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -48,7 +48,7 @@ workflow PROFILING {
             }
 
     /*
-        PREPARE PROFILER INPUT CHANNELS
+        PREPARE PROFILER INPUT CHANNELS & RUN PROFILING
     */
 
     // Each tool as a slightly different input structure and generally separate
@@ -56,74 +56,26 @@ workflow PROFILING {
     // for each tool and make liberal use of multiMap to keep reads/databases
     // channel element order in sync with each other
 
-    // MALT: We groupTuple to have all samples in one channel for MALT as database
-    // loading takes a long time, so we only want to run it once per database
-    // TODO document somewhere we only accept illumina short reads for MALT?
-    ch_input_for_malt =  ch_input_for_profiling.malt
-                            .filter { it[0]['instrument_platform'] == 'ILLUMINA' }
-                            .map {
-                                it ->
-                                    def temp_meta =  [ id: it[2]['db_name']]  + it[2]
-                                    def db = it[3]
-                                    [ temp_meta, it[1], db ]
-                            }
-                            .groupTuple(by: [0,2])
-                            .multiMap {
-                                it ->
-                                    reads: [ it[0], it[1].flatten() ]
-                                    db: it[2]
-                            }
-
-    // All subsequent tools can easily run on a per-sample basis
-
-    ch_input_for_kraken2 =  ch_input_for_profiling.kraken2
-                            .multiMap {
-                                it ->
-                                    reads: [ it[0] + it[2], it[1] ]
-                                    db: it[3]
-                            }
-
-    ch_input_for_centrifuge =  ch_input_for_profiling.centrifuge
-                            .filter{
-                                if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] Centrifuge currently does not accept FASTA files as input. Skipping Centrifuge for sample ${it[0].id}."
-                                !it[0].is_fasta
-                            }
-                            .multiMap {
-                                it ->
-                                    reads: [ it[0] + it[2], it[1] ]
-                                    db: it[3]
-                            }
-
-    ch_input_for_metaphlan3 = ch_input_for_profiling.metaphlan3
-                            .filter{
-                                if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] MetaPhlAn3 currently does not accept FASTA files as input. Skipping MetaPhlAn3 for sample ${it[0].id}."
-                                !it[0].is_fasta
-                            }
-                            .multiMap {
-                                it ->
-                                    reads: [it[0] + it[2], it[1]]
-                                    db: it[3]
-                            }
-
-    ch_input_for_kaiju = ch_input_for_profiling.kaiju
-                            .multiMap {
-                                it ->
-                                    reads: [it[0] + it[2], it[1]]
-                                    db: it[3]
-                            }
-
-    ch_input_for_diamond = ch_input_for_profiling.diamond
-                            .multiMap {
-                                it ->
-                                    reads: [it[0] + it[2], it[1]]
-                                    db: it[3]
-                            }
-
-    /*
-        RUN PROFILING
-    */
-
     if ( params.run_malt ) {
+
+
+        // MALT: We groupTuple to have all samples in one channel for MALT as database
+        // loading takes a long time, so we only want to run it once per database
+        // TODO document somewhere we only accept illumina short reads for MALT?
+        ch_input_for_malt =  ch_input_for_profiling.malt
+                                .filter { it[0]['instrument_platform'] == 'ILLUMINA' }
+                                .map {
+                                    it ->
+                                        def temp_meta =  [ id: it[2]['db_name']]  + it[2]
+                                        def db = it[3]
+                                        [ temp_meta, it[1], db ]
+                                }
+                                .groupTuple(by: [0,2])
+                                .multiMap {
+                                    it ->
+                                        reads: [ it[0], it[1].flatten() ]
+                                        db: it[2]
+
         MALT_RUN ( ch_input_for_malt.reads, params.malt_mode, ch_input_for_malt.db )
 
         ch_maltrun_for_megan = MALT_RUN.out.rma6
@@ -143,40 +95,94 @@ workflow PROFILING {
         ch_multiqc_files   = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([])  )
         ch_versions        = ch_versions.mix( MALT_RUN.out.versions.first(), MEGAN_RMA2INFO.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( MEGAN_RMA2INFO.out.txt )
+
     }
 
     if ( params.run_kraken2 ) {
+
+        ch_input_for_kraken2 =  ch_input_for_profiling.kraken2
+                                .multiMap {
+                                    it ->
+                                        reads: [ it[0] + it[2], it[1] ]
+                                        db: it[3]
+                                }
+
         KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db  )
         ch_multiqc_files   = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([])  )
         ch_versions        = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( KRAKEN2_KRAKEN2.out.txt )
+
     }
 
     if ( params.run_centrifuge ) {
+
+        ch_input_for_centrifuge =  ch_input_for_profiling.centrifuge
+                                .filter{
+                                    if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] Centrifuge currently does not accept FASTA files as input. Skipping Centrifuge for sample ${it[0].id}."
+                                    !it[0].is_fasta
+                                }
+                                .multiMap {
+                                    it ->
+                                        reads: [ it[0] + it[2], it[1] ]
+                                        db: it[3]
+                                }
+
         CENTRIFUGE_CENTRIFUGE ( ch_input_for_centrifuge.reads, ch_input_for_centrifuge.db, params.centrifuge_save_unaligned, params.centrifuge_save_aligned, params.centrifuge_sam_format  )
         CENTRIFUGE_KREPORT (CENTRIFUGE_CENTRIFUGE.out.results, ch_input_for_centrifuge.db)
         ch_versions        = ch_versions.mix( CENTRIFUGE_CENTRIFUGE.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( CENTRIFUGE_KREPORT.out.kreport )
+
     }
 
     if ( params.run_metaphlan3 ) {
+
+        ch_input_for_metaphlan3 = ch_input_for_profiling.metaphlan3
+                            .filter{
+                                if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] MetaPhlAn3 currently does not accept FASTA files as input. Skipping MetaPhlAn3 for sample ${it[0].id}."
+                                !it[0].is_fasta
+                            }
+                            .multiMap {
+                                it ->
+                                    reads: [it[0] + it[2], it[1]]
+                                    db: it[3]
+                            }
+
         METAPHLAN3 ( ch_input_for_metaphlan3.reads, ch_input_for_metaphlan3.db )
         ch_versions        = ch_versions.mix( METAPHLAN3.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( METAPHLAN3.out.biom )
+
     }
 
     if ( params.run_kaiju ) {
+
+        ch_input_for_kaiju = ch_input_for_profiling.kaiju
+                            .multiMap {
+                                it ->
+                                    reads: [it[0] + it[2], it[1]]
+                                    db: it[3]
+                            }
+
         KAIJU_KAIJU ( ch_input_for_kaiju.reads, ch_input_for_kaiju.db)
         KAIJU_KAIJU2TABLE (KAIJU_KAIJU.out.results, ch_input_for_kaiju.db, params.kaiju_taxon_name)
         ch_multiqc_files = ch_multiqc_files.mix( KAIJU_KAIJU2TABLE.out.summary.collect{it[1]}.ifEmpty([])  )
         ch_versions = ch_versions.mix( KAIJU_KAIJU.out.versions.first() )
         ch_raw_profiles = ch_raw_profiles.mix( KAIJU_KAIJU2TABLE.out.summary )
+
     }
 
     if ( params.run_diamond ) {
+
+        ch_input_for_diamond = ch_input_for_profiling.diamond
+                                .multiMap {
+                                    it ->
+                                        reads: [it[0] + it[2], it[1]]
+                                        db: it[3]
+                                }
+
         DIAMOND_BLASTX ( ch_input_for_diamond.reads, ch_input_for_diamond.db, params.diamond_output_format )
         ch_versions        = ch_versions.mix( DIAMOND_BLASTX.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( DIAMOND_BLASTX.out.output )
+
     }
 
     emit:

From d5049a34e49c2a093039b83b183e48a81c6e9d60 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sun, 1 May 2022 07:28:29 +0200
Subject: [PATCH 193/372] Add missing close bracket

---
 subworkflows/local/profiling.nf | 1 +
 1 file changed, 1 insertion(+)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index d8e9c84..7fb3ce9 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -75,6 +75,7 @@ workflow PROFILING {
                                     it ->
                                         reads: [ it[0], it[1].flatten() ]
                                         db: it[2]
+                                }
 
         MALT_RUN ( ch_input_for_malt.reads, params.malt_mode, ch_input_for_malt.db )
 

From a821f748ee89ade6e229edab28fa7f3399969596 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Tue, 3 May 2022 09:28:46 +0200
Subject: [PATCH 194/372] Add modules

---
 conf/modules.config                           | 41 ++++++++++++
 modules.json                                  | 14 +++-
 modules/nf-core/modules/metaphlan3/main.nf    |  2 +-
 .../nf-core/modules/minimap2/align/main.nf    | 48 ++++++++++++++
 .../nf-core/modules/minimap2/align/meta.yml   | 65 +++++++++++++++++++
 .../nf-core/modules/minimap2/index/main.nf    | 33 ++++++++++
 .../nf-core/modules/minimap2/index/meta.yml   | 30 +++++++++
 .../nf-core/modules/samtools/bam2fq/main.nf   | 56 ++++++++++++++++
 .../nf-core/modules/samtools/bam2fq/meta.yml  | 55 ++++++++++++++++
 modules/nf-core/modules/samtools/view/main.nf | 44 +++++++++++++
 .../nf-core/modules/samtools/view/meta.yml    | 57 ++++++++++++++++
 nf-core/modules/samtools/bam2fq/main.nf       | 56 ++++++++++++++++
 nf-core/modules/samtools/bam2fq/meta.yml      | 55 ++++++++++++++++
 13 files changed, 554 insertions(+), 2 deletions(-)
 create mode 100644 modules/nf-core/modules/minimap2/align/main.nf
 create mode 100644 modules/nf-core/modules/minimap2/align/meta.yml
 create mode 100644 modules/nf-core/modules/minimap2/index/main.nf
 create mode 100644 modules/nf-core/modules/minimap2/index/meta.yml
 create mode 100644 modules/nf-core/modules/samtools/bam2fq/main.nf
 create mode 100644 modules/nf-core/modules/samtools/bam2fq/meta.yml
 create mode 100644 modules/nf-core/modules/samtools/view/main.nf
 create mode 100644 modules/nf-core/modules/samtools/view/meta.yml
 create mode 100644 nf-core/modules/samtools/bam2fq/main.nf
 create mode 100644 nf-core/modules/samtools/bam2fq/meta.yml

diff --git a/conf/modules.config b/conf/modules.config
index d8fb382..b707954 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -164,6 +164,47 @@ process {
         ]
     }
 
+    withName: MINIMAP2_INDEX {
+        ext.args = '-x map-ont'
+        publishDir = [
+            path: { "${params.outdir}/minimap2/index" },
+            mode: params.publish_dir_mode,
+            enabled: params.save_minimap2_hostremoval_index,
+            pattern: 'minimap2'
+        ]
+    }
+
+    withName: MINIMAP2_ALIGN {
+        ext.prefix = { "${meta.id}_${meta.run_accession}" }
+        publishDir = [
+            path: { "${params.outdir}/minimap2/align" },
+            mode: params.publish_dir_mode,
+            enabled: params.save_minimap2_hostremoval_mapped,
+            pattern: '*.bam'
+        ]
+    }
+
+    withName: SAMTOOLS_VIEW {
+        ext.args = '-f 4'
+        ext.prefix = { "${meta.id}.mapped.sorted" }
+        publishDir = [
+            path: { "${params.outdir}/samtools/view" },
+            mode: params.publish_dir_mode,
+            enabled: params.save_samtools_unmapped_bam,
+            pattern: '*.bam'
+        ]
+    }
+
+    withName: SAMTOOLS_BAM2FQ {
+        ext.prefix = { "${meta.id}_${meta.run_accession}" }
+        publishDir = [
+            path: { "${params.outdir}/samtools/bam2fq" },
+            mode: params.publish_dir_mode,
+            enabled: params.save_minimap2_unmapped_fq,
+            pattern: '*.fq.gz'
+        ]
+    }
+
     withName: BBMAP_BBDUK {
         ext.args =  [
                 "entropy=${params.shortread_complexityfilter_entropy}",
diff --git a/modules.json b/modules.json
index a65926c..071234d 100644
--- a/modules.json
+++ b/modules.json
@@ -52,6 +52,12 @@
                 "git_sha": "2d38566eca4cc15142b2ffa7c11837569b39aece"
             },
             "metaphlan3": {
+                "git_sha": "ed4dd1a928ebf4308efb720de878045f7773f8e2"
+            },
+            "minimap2/align": {
+                "git_sha": "1a5a9e7b4009dcf34e6867dd1a5a1d9a718b027b"
+            },
+            "minimap2/index": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
             "multiqc": {
@@ -63,9 +69,15 @@
             "prinseqplusplus": {
                 "git_sha": "f1c5384c31e985591716afdd732cf8c2ae29d05b"
             },
+            "samtools/bam2fq": {
+                "git_sha": "897c33d5da084b61109500ee44c01da2d3e4e773"
+            },
+            "samtools/view": {
+                "git_sha": "12afb6b0faf3cabf769c9a2a7dd477e3f066eac0"
+            },
             "untar": {
                 "git_sha": "e080f4c8acf5760039ed12ec1f206170f3f9a918"
             }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/modules/metaphlan3/main.nf b/modules/nf-core/modules/metaphlan3/main.nf
index 3fc6b27..bff0eb9 100644
--- a/modules/nf-core/modules/metaphlan3/main.nf
+++ b/modules/nf-core/modules/metaphlan3/main.nf
@@ -23,7 +23,7 @@ process METAPHLAN3 {
     script:
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.id}"
-    def input_type  = ("$input".endsWith(".fastq.gz")) ? "--input_type fastq" :  ("$input".contains(".fasta")) ? "--input_type fasta" : ("$input".endsWith(".bowtie2out.txt")) ? "--input_type bowtie2out" : "--input_type sam"
+    def input_type  = ("$input".endsWith(".fastq.gz") || "$input".endsWith(".fq.gz")) ? "--input_type fastq" :  ("$input".contains(".fasta")) ? "--input_type fasta" : ("$input".endsWith(".bowtie2out.txt")) ? "--input_type bowtie2out" : "--input_type sam"
     def input_data  = ("$input_type".contains("fastq")) && !meta.single_end ? "${input[0]},${input[1]}" : "$input"
     def bowtie2_out = "$input_type" == "--input_type bowtie2out" || "$input_type" == "--input_type sam" ? '' : "--bowtie2out ${prefix}.bowtie2out.txt"
 
diff --git a/modules/nf-core/modules/minimap2/align/main.nf b/modules/nf-core/modules/minimap2/align/main.nf
new file mode 100644
index 0000000..08ac6ee
--- /dev/null
+++ b/modules/nf-core/modules/minimap2/align/main.nf
@@ -0,0 +1,48 @@
+process MINIMAP2_ALIGN {
+    tag "$meta.id"
+    label 'process_medium'
+
+    conda (params.enable_conda ? 'bioconda::minimap2=2.21 bioconda::samtools=1.12' : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/mulled-v2-66534bcbb7031a148b13e2ad42583020b9cd25c4:1679e915ddb9d6b4abda91880c4b48857d471bd8-0' :
+        'quay.io/biocontainers/mulled-v2-66534bcbb7031a148b13e2ad42583020b9cd25c4:1679e915ddb9d6b4abda91880c4b48857d471bd8-0' }"
+
+    input:
+    tuple val(meta), path(reads)
+    path reference
+    val bam_format
+    val cigar_paf_format
+    val cigar_bam
+
+    output:
+    tuple val(meta), path("*.paf"), optional: true, emit: paf
+    tuple val(meta), path("*.bam"), optional: true, emit: bam
+    path "versions.yml"           , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    def input_reads = meta.single_end ? "$reads" : "${reads[0]} ${reads[1]}"
+    def bam_output = bam_format ? "-a | samtools sort | samtools view -@ ${task.cpus} -b -h -o ${prefix}.bam" : "-o ${prefix}.paf"
+    def cigar_paf = cigar_paf_format && !bam_format ? "-c" : ''
+    def set_cigar_bam = cigar_bam && bam_format ? "-L" : ''
+    """
+    minimap2 \\
+        $args \\
+        -t $task.cpus \\
+        $reference \\
+        $input_reads \\
+        $cigar_paf \\
+        $set_cigar_bam \\
+        $bam_output
+
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        minimap2: \$(minimap2 --version 2>&1)
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/minimap2/align/meta.yml b/modules/nf-core/modules/minimap2/align/meta.yml
new file mode 100644
index 0000000..991b39a
--- /dev/null
+++ b/modules/nf-core/modules/minimap2/align/meta.yml
@@ -0,0 +1,65 @@
+name: minimap2_align
+description: A versatile pairwise aligner for genomic and spliced nucleotide sequences
+keywords:
+  - align
+  - fasta
+  - fastq
+  - genome
+  - paf
+  - reference
+tools:
+  - minimap2:
+      description: |
+        A versatile pairwise aligner for genomic and spliced nucleotide sequences.
+      homepage: https://github.com/lh3/minimap2
+      documentation: https://github.com/lh3/minimap2#uguide
+      licence: ["MIT"]
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - reads:
+      type: file
+      description: |
+        List of input FASTA or FASTQ files of size 1 and 2 for single-end
+        and paired-end data, respectively.
+  - reference:
+      type: file
+      description: |
+        Reference database in FASTA format.
+  - bam_format:
+      type: boolean
+      description: Specify that output should be in BAM format
+  - cigar_paf_format:
+      type: boolean
+      description: Specify that output CIGAR should be in PAF format
+  - cigar_bam:
+      type: boolean
+      description: |
+        Write CIGAR with >65535 ops at the CG tag. This is recommended when
+        doing XYZ (https://github.com/lh3/minimap2#working-with-65535-cigar-operations)
+output:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - paf:
+      type: file
+      description: Alignment in PAF format
+      pattern: "*.paf"
+  - bam:
+      type: file
+      description: Alignment in BAM format
+      pattern: "*.bam"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@heuermh"
+  - "@sofstam"
+  - "@sateeshperi"
+  - "@jfy133"
diff --git a/modules/nf-core/modules/minimap2/index/main.nf b/modules/nf-core/modules/minimap2/index/main.nf
new file mode 100644
index 0000000..3dfeb86
--- /dev/null
+++ b/modules/nf-core/modules/minimap2/index/main.nf
@@ -0,0 +1,33 @@
+process MINIMAP2_INDEX {
+    label 'process_medium'
+
+    conda (params.enable_conda ? 'bioconda::minimap2=2.21' : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/minimap2:2.21--h5bf99c6_0' :
+        'quay.io/biocontainers/minimap2:2.21--h5bf99c6_0' }"
+
+    input:
+    path fasta
+
+    output:
+    path "*.mmi"        , emit: index
+    path "versions.yml" , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    """
+    minimap2 \\
+        -t $task.cpus \\
+        -d ${fasta.baseName}.mmi \\
+        $args \\
+        $fasta
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        minimap2: \$(minimap2 --version 2>&1)
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/minimap2/index/meta.yml b/modules/nf-core/modules/minimap2/index/meta.yml
new file mode 100644
index 0000000..3bf9f04
--- /dev/null
+++ b/modules/nf-core/modules/minimap2/index/meta.yml
@@ -0,0 +1,30 @@
+name: minimap2_index
+description: Provides fasta index required by minimap2 alignment.
+keywords:
+  - index
+  - fasta
+  - reference
+tools:
+  - minimap2:
+      description: |
+        A versatile pairwise aligner for genomic and spliced nucleotide sequences.
+      homepage: https://github.com/lh3/minimap2
+      documentation: https://github.com/lh3/minimap2#uguide
+      licence: ["MIT"]
+input:
+  - fasta:
+      type: file
+      description: |
+        Reference database in FASTA format.
+output:
+  - mmi:
+      type: file
+      description: Minimap2 fasta index.
+      pattern: "*.mmi"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@yuukiiwa"
+  - "@drpatelh"
diff --git a/modules/nf-core/modules/samtools/bam2fq/main.nf b/modules/nf-core/modules/samtools/bam2fq/main.nf
new file mode 100644
index 0000000..554af48
--- /dev/null
+++ b/modules/nf-core/modules/samtools/bam2fq/main.nf
@@ -0,0 +1,56 @@
+process SAMTOOLS_BAM2FQ {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda (params.enable_conda ? "bioconda::samtools=1.15.1" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/samtools:1.15.1--h1170115_0' :
+        'quay.io/biocontainers/samtools:1.15.1--h1170115_0' }"
+
+    input:
+    tuple val(meta), path(inputbam)
+    val split
+
+    output:
+    tuple val(meta), path("*.fq.gz"), emit: reads
+    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.id}"
+
+    if (split){
+        """
+        samtools \\
+            bam2fq \\
+            $args \\
+            -@ $task.cpus \\
+            -1 ${prefix}_1.fq.gz \\
+            -2 ${prefix}_2.fq.gz \\
+            -0 ${prefix}_other.fq.gz \\
+            -s ${prefix}_singleton.fq.gz \\
+            $inputbam
+
+        cat <<-END_VERSIONS > versions.yml
+        "${task.process}":
+            samtools: \$(echo \$(samtools --version 2>&1) | sed 's/^.*samtools //; s/Using.*\$//')
+        END_VERSIONS
+        """
+    } else {
+        """
+        samtools \\
+            bam2fq \\
+            $args \\
+            -@ $task.cpus \\
+            $inputbam | gzip > ${prefix}_interleaved.fq.gz
+
+        cat <<-END_VERSIONS > versions.yml
+        "${task.process}":
+            samtools: \$(echo \$(samtools --version 2>&1) | sed 's/^.*samtools //; s/Using.*\$//')
+        END_VERSIONS
+        """
+    }
+}
diff --git a/modules/nf-core/modules/samtools/bam2fq/meta.yml b/modules/nf-core/modules/samtools/bam2fq/meta.yml
new file mode 100644
index 0000000..319a60c
--- /dev/null
+++ b/modules/nf-core/modules/samtools/bam2fq/meta.yml
@@ -0,0 +1,55 @@
+name: samtools_bam2fq
+description: |
+  The module uses bam2fq method from samtools to
+  convert a SAM, BAM or CRAM file to FASTQ format
+keywords:
+  - bam2fq
+  - samtools
+  - fastq
+tools:
+  - samtools:
+      description: Tools for dealing with SAM, BAM and CRAM files
+      homepage: None
+      documentation: http://www.htslib.org/doc/1.1/samtools.html
+      tool_dev_url: None
+      doi: ""
+      licence: ["MIT"]
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - inputbam:
+      type: file
+      description: BAM/CRAM/SAM file
+      pattern: "*.{bam,cram,sam}"
+  - split:
+      type: boolean
+      description: |
+        TRUE/FALSE value to indicate if reads should be separated into
+        /1, /2 and if present other, or singleton.
+        Note: choosing TRUE will generate 4 different files.
+        Choosing FALSE will produce a single file, which will be interleaved in case
+        the input contains paired reads.
+
+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"
+  - reads:
+      type: file
+      description: |
+        FASTQ files, which will be either a group of 4 files (read_1, read_2, other and singleton)
+        or a single interleaved .fq.gz file if the user chooses not to split the reads.
+      pattern: "*.fq.gz"
+
+authors:
+  - "@lescai"
diff --git a/modules/nf-core/modules/samtools/view/main.nf b/modules/nf-core/modules/samtools/view/main.nf
new file mode 100644
index 0000000..11cfb74
--- /dev/null
+++ b/modules/nf-core/modules/samtools/view/main.nf
@@ -0,0 +1,44 @@
+process SAMTOOLS_VIEW {
+    tag "$meta.id"
+    label 'process_medium'
+
+    conda (params.enable_conda ? "bioconda::samtools=1.15.1" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/samtools:1.15.1--h1170115_0' :
+        'quay.io/biocontainers/samtools:1.15.1--h1170115_0' }"
+
+    input:
+    tuple val(meta), path(input), path(index)
+    path fasta
+
+    output:
+    tuple val(meta), path("*.bam") , emit: bam , optional: true
+    tuple val(meta), path("*.cram"), emit: cram, optional: true
+    path  "versions.yml"           , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def args2 = task.ext.args2 ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    def reference = fasta ? "--reference ${fasta} -C" : ""
+    def file_type = input.getExtension()
+    if ("$input" == "${prefix}.${file_type}") error "Input and output names are the same, use \"task.ext.prefix\" to disambiguate!"
+    """
+    samtools \\
+        view \\
+        --threads ${task.cpus-1} \\
+        ${reference} \\
+        $args \\
+        $input \\
+        $args2 \\
+        > ${prefix}.${file_type}
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        samtools: \$(echo \$(samtools --version 2>&1) | sed 's/^.*samtools //; s/Using.*\$//')
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/samtools/view/meta.yml b/modules/nf-core/modules/samtools/view/meta.yml
new file mode 100644
index 0000000..a8b43ec
--- /dev/null
+++ b/modules/nf-core/modules/samtools/view/meta.yml
@@ -0,0 +1,57 @@
+name: samtools_view
+description: filter/convert SAM/BAM/CRAM file
+keywords:
+  - view
+  - bam
+  - sam
+  - cram
+tools:
+  - samtools:
+      description: |
+        SAMtools is a set of utilities for interacting with and post-processing
+        short DNA sequence read alignments in the SAM, BAM and CRAM formats, written by Heng Li.
+        These files are generated as output by short read aligners like BWA.
+      homepage: http://www.htslib.org/
+      documentation: hhttp://www.htslib.org/doc/samtools.html
+      doi: 10.1093/bioinformatics/btp352
+      licence: ["MIT"]
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - input:
+      type: file
+      description: BAM/CRAM/SAM file
+      pattern: "*.{bam,cram,sam}"
+  - index:
+      type: optional file
+      description: BAM.BAI/CRAM.CRAI file
+      pattern: "*.{.bai,.crai}"
+  - fasta:
+      type: optional file
+      description: Reference file the CRAM was created with
+      pattern: "*.{fasta,fa}"
+output:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - bam:
+      type: file
+      description: filtered/converted BAM/SAM file
+      pattern: "*.{bam,sam}"
+  - cram:
+      type: file
+      description: filtered/converted CRAM file
+      pattern: "*.cram"
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+authors:
+  - "@drpatelh"
+  - "@joseespinosa"
+  - "@FriederikeHanssen"
diff --git a/nf-core/modules/samtools/bam2fq/main.nf b/nf-core/modules/samtools/bam2fq/main.nf
new file mode 100644
index 0000000..5d6aa79
--- /dev/null
+++ b/nf-core/modules/samtools/bam2fq/main.nf
@@ -0,0 +1,56 @@
+process SAMTOOLS_BAM2FQ {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda (params.enable_conda ? "bioconda::samtools=1.15.1" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/samtools:1.15.1--h1170115_0' :
+        'quay.io/biocontainers/samtools:1.15.1--h1170115_0' }"
+
+    input:
+    tuple val(meta), path(inputbam)
+    val split
+
+    output:
+    tuple val(meta), path("*.fq.gz"), emit: reads
+    path "versions.yml"             , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+
+    if (split){
+        """
+        samtools \\
+            bam2fq \\
+            $args \\
+            -@ $task.cpus \\
+            -1 ${prefix}_1.fq.gz \\
+            -2 ${prefix}_2.fq.gz \\
+            -0 ${prefix}_other.fq.gz \\
+            -s ${prefix}_singleton.fq.gz \\
+            $inputbam
+
+        cat <<-END_VERSIONS > versions.yml
+        "${task.process}":
+            samtools: \$(echo \$(samtools --version 2>&1) | sed 's/^.*samtools //; s/Using.*\$//')
+        END_VERSIONS
+        """
+    } else {
+        """
+        samtools \\
+            bam2fq \\
+            $args \\
+            -@ $task.cpus \\
+            $inputbam >${prefix}_interleaved.fq.gz
+
+        cat <<-END_VERSIONS > versions.yml
+        "${task.process}":
+            samtools: \$(echo \$(samtools --version 2>&1) | sed 's/^.*samtools //; s/Using.*\$//')
+        END_VERSIONS
+        """
+    }
+}
diff --git a/nf-core/modules/samtools/bam2fq/meta.yml b/nf-core/modules/samtools/bam2fq/meta.yml
new file mode 100644
index 0000000..319a60c
--- /dev/null
+++ b/nf-core/modules/samtools/bam2fq/meta.yml
@@ -0,0 +1,55 @@
+name: samtools_bam2fq
+description: |
+  The module uses bam2fq method from samtools to
+  convert a SAM, BAM or CRAM file to FASTQ format
+keywords:
+  - bam2fq
+  - samtools
+  - fastq
+tools:
+  - samtools:
+      description: Tools for dealing with SAM, BAM and CRAM files
+      homepage: None
+      documentation: http://www.htslib.org/doc/1.1/samtools.html
+      tool_dev_url: None
+      doi: ""
+      licence: ["MIT"]
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - inputbam:
+      type: file
+      description: BAM/CRAM/SAM file
+      pattern: "*.{bam,cram,sam}"
+  - split:
+      type: boolean
+      description: |
+        TRUE/FALSE value to indicate if reads should be separated into
+        /1, /2 and if present other, or singleton.
+        Note: choosing TRUE will generate 4 different files.
+        Choosing FALSE will produce a single file, which will be interleaved in case
+        the input contains paired reads.
+
+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"
+  - reads:
+      type: file
+      description: |
+        FASTQ files, which will be either a group of 4 files (read_1, read_2, other and singleton)
+        or a single interleaved .fq.gz file if the user chooses not to split the reads.
+      pattern: "*.fq.gz"
+
+authors:
+  - "@lescai"

From 5e6be52fab87d6b6a7f14ce254f63b02ad682a63 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Tue, 3 May 2022 09:34:27 +0200
Subject: [PATCH 195/372] Implement hostremoval

---
 nextflow.config                            | 18 ++++++---
 subworkflows/local/longread_hostremoval.nf | 47 ++++++++++++++++++++++
 workflows/taxprofiler.nf                   | 17 ++++++--
 3 files changed, 72 insertions(+), 10 deletions(-)
 create mode 100644 subworkflows/local/longread_hostremoval.nf

diff --git a/nextflow.config b/nextflow.config
index 5644786..04273f1 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -81,12 +81,18 @@ params {
     save_runmerged_reads        = false
 
     // Host Removal
-    perform_shortread_hostremoval     = false
-    shortread_hostremoval_reference   = null
-    shortread_hostremoval_index       = null
-    save_hostremoval_index            = false
-    save_hostremoval_mapped           = false
-    save_hostremoval_unmapped         = false
+    perform_shortread_hostremoval      = false
+    shortread_hostremoval_reference    = null
+    shortread_hostremoval_index        = null
+    longread_hostremoval_index         = null
+    save_hostremoval_index             = false
+    save_hostremoval_mapped            = false
+    save_hostremoval_unmapped          = false
+    save_minimap2_hostremoval_index    = false
+    save_minimap2_hostremoval_mapped   = false
+    save_minimap2_hostremoval_unmapped = false
+    save_samtools_unmapped_bam         = false
+    save_minimap2_unmapped_fq          = false
 
     // MALT
     run_malt                   = false
diff --git a/subworkflows/local/longread_hostremoval.nf b/subworkflows/local/longread_hostremoval.nf
new file mode 100644
index 0000000..7db020b
--- /dev/null
+++ b/subworkflows/local/longread_hostremoval.nf
@@ -0,0 +1,47 @@
+//
+// Remove host reads via alignment and export off-target reads
+//
+
+include { MINIMAP2_INDEX             } from '../../modules/nf-core/modules/minimap2/index/main'
+include { MINIMAP2_ALIGN             } from '../../modules/nf-core/modules/minimap2/align/main'
+include { SAMTOOLS_VIEW              } from '../../modules/nf-core/modules/samtools/view/main'
+include { SAMTOOLS_BAM2FQ            } from '../../modules/nf-core/modules/samtools/bam2fq/main'
+
+workflow LONGREAD_HOSTREMOVAL {
+    take:
+    reads     // [ [ meta ], [ reads ] ]
+    reference // /path/to/fasta
+    index     // /path/to/index
+
+    main:
+    ch_versions       = Channel.empty()
+    ch_multiqc_files  = Channel.empty()
+
+    if ( !params.longread_hostremoval_index ) {
+        ch_minimap2_index = MINIMAP2_INDEX ( reference ).index
+        ch_versions       = ch_versions.mix( MINIMAP2_INDEX.out.versions )
+    } else {
+        ch_minimap2_index = index
+    }
+
+    MINIMAP2_ALIGN ( reads, ch_minimap2_index, true, false, false )
+    ch_versions        = ch_versions.mix( MINIMAP2_ALIGN.out.versions.first() )
+    ch_minimap2_mapped = MINIMAP2_ALIGN.out.bam
+        .map {
+            meta, reads ->
+                [ meta, reads, [] ]
+        }
+
+
+    SAMTOOLS_VIEW ( ch_minimap2_mapped , [] )
+    ch_versions      = ch_versions.mix( SAMTOOLS_VIEW.out.versions.first() )
+
+    SAMTOOLS_BAM2FQ ( SAMTOOLS_VIEW.out.bam, false )
+    ch_versions      = ch_versions.mix( SAMTOOLS_BAM2FQ.out.versions.first() )
+
+
+    emit:
+    reads    = SAMTOOLS_BAM2FQ.out.reads   // channel: [ val(meta), [ reads ] ]
+    versions = ch_versions                 // channel: [ versions.yml ]
+}
+
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index a0046b2..9eb53a3 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -26,7 +26,8 @@ if (params.perform_shortread_hostremoval && !params.shortread_hostremoval_refere
 if (!params.shortread_hostremoval_reference && params.shortread_hostremoval_reference_index) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval_index provided but no --shortread_hostremoval_reference FASTA supplied. Check input." }
 
 if (params.shortread_hostremoval_reference ) { ch_reference       = file(params.shortread_hostremoval_reference) }
-if (params.shortread_hostremoval_index     ) { ch_reference_index = file(params.shortread_hostremoval_index    ) } else { ch_reference_index = [] }
+if (params.shortread_hostremoval_index     ) { ch_shortread_reference_index = file(params.shortread_hostremoval_index    ) } else { ch_shortread_reference_index = [] }
+if (params.longread_hostremoval_index      ) { ch_longread_reference_index  = file(params.longread_hostremoval_index     ) } else { ch_longread_reference_index  = [] }
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -52,6 +53,7 @@ include { DB_CHECK                      } from '../subworkflows/local/db_check'
 include { SHORTREAD_PREPROCESSING       } from '../subworkflows/local/shortread_preprocessing'
 include { LONGREAD_PREPROCESSING        } from '../subworkflows/local/longread_preprocessing'
 include { SHORTREAD_HOSTREMOVAL         } from '../subworkflows/local/shortread_hostremoval'
+include { LONGREAD_HOSTREMOVAL          } from '../subworkflows/local/longread_hostremoval'
 include { SHORTREAD_COMPLEXITYFILTERING } from '../subworkflows/local/shortread_complexityfiltering'
 include { PROFILING                     } from '../subworkflows/local/profiling'
 
@@ -141,16 +143,23 @@ workflow TAXPROFILER {
     */
 
     if ( params.perform_shortread_hostremoval ) {
-        ch_shortreads_hostremoved = SHORTREAD_HOSTREMOVAL ( ch_shortreads_filtered, ch_reference, ch_reference_index ).reads
+        ch_shortreads_hostremoved = SHORTREAD_HOSTREMOVAL ( ch_shortreads_filtered, ch_reference, ch_shortread_reference_index ).reads
         ch_versions = ch_versions.mix(SHORTREAD_HOSTREMOVAL.out.versions)
     } else {
         ch_shortreads_hostremoved = ch_shortreads_filtered
     }
 
+    if ( params.perform_longread_hostremoval ) {
+        ch_longreads_hostremoved = LONGREAD_HOSTREMOVAL ( ch_longreads_preprocessed, ch_reference, ch_longread_reference_index ).reads
+        ch_versions = ch_versions.mix(LONGREAD_HOSTREMOVAL.out.versions)
+    } else {
+        ch_longreads_hostremoved = ch_longreads_preprocessed
+    }
+
     if ( params.perform_runmerging ) {
 
         ch_reads_for_cat_branch = ch_shortreads_hostremoved
-            .mix( ch_longreads_preprocessed )
+            .mix( ch_longreads_hostremoved )
             .map {
                 meta, reads ->
                     def meta_new = meta.clone()
@@ -182,7 +191,7 @@ workflow TAXPROFILER {
 
     } else {
         ch_reads_runmerged = ch_shortreads_hostremoved
-            .mix( ch_longreads_preprocessed, INPUT_CHECK.out.fasta )
+            .mix( ch_longreads_hostremoved, INPUT_CHECK.out.fasta )
     }
 
     /*

From afdebaf09a41cfc6fd3f3d3455f3f69b1e1dc608 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Tue, 3 May 2022 10:15:11 +0200
Subject: [PATCH 196/372] Remove own modification to a module

---
 modules/nf-core/modules/samtools/bam2fq/main.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/nf-core/modules/samtools/bam2fq/main.nf b/modules/nf-core/modules/samtools/bam2fq/main.nf
index 554af48..0dd1da9 100644
--- a/modules/nf-core/modules/samtools/bam2fq/main.nf
+++ b/modules/nf-core/modules/samtools/bam2fq/main.nf
@@ -45,7 +45,7 @@ process SAMTOOLS_BAM2FQ {
             bam2fq \\
             $args \\
             -@ $task.cpus \\
-            $inputbam | gzip > ${prefix}_interleaved.fq.gz
+            $inputbam > ${prefix}_interleaved.fq.gz
 
         cat <<-END_VERSIONS > versions.yml
         "${task.process}":

From fa1c13263573e5cda53fb2468e8c339ec0ad0ecf Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Tue, 3 May 2022 11:03:25 +0200
Subject: [PATCH 197/372] Update nextflow_schema

---
 nextflow_schema.json | 67 ++++++++++++++++++++++++++++++++++++++++----
 1 file changed, 61 insertions(+), 6 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index f429d1b..d3878c1 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -173,7 +176,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -294,7 +304,10 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": ["fastp", "adapterremoval"]
+            "enum": [
+                "fastp",
+                "adapterremoval"
+            ]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -335,7 +348,10 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": ["entropy", "dust"]
+            "enum": [
+                "entropy",
+                "dust"
+            ]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -388,7 +404,14 @@
         "kaiju_taxon_name": {
             "type": "string",
             "default": "species",
-            "enum": ["phylum", "class", "order", "family", "genus", "species"]
+            "enum": [
+                "phylum",
+                "class",
+                "order",
+                "family",
+                "genus",
+                "species"
+            ]
         },
         "run_diamond": {
             "type": "boolean"
@@ -396,7 +419,39 @@
         "diamond_output_format": {
             "type": "string",
             "default": "tsv",
-            "enum": ["blast", "xml", "txt", "daa", "sam", "tsv", "paf"]
+            "enum": [
+                "blast",
+                "xml",
+                "txt",
+                "daa",
+                "sam",
+                "tsv",
+                "paf"
+            ]
+        },
+        "longread_hostremoval_index": {
+            "type": "string",
+            "default": null
+        },
+        "save_minimap2_hostremoval_index": {
+            "type": "string",
+            "default": "false",
+            "description": "Flag for publishing minimap2 host removal index"
+        },
+        "save_minimap2_hostremoval_mapped": {
+            "type": "string",
+            "default": "false",
+            "description": "Flag for publishinig bam file with all long reads mapped to a reference"
+        },
+        "save_samtools_unmapped_bam": {
+            "type": "string",
+            "default": "false",
+            "description": "Flag for publishing bam for reads that did not map to the host reference"
+        },
+        "save_minimap2_unmapped_fq": {
+            "type": "string",
+            "default": "false",
+            "description": "Flag for publishing fastq files for reads that did not map to the host reference"
         }
     }
 }

From 4b2a3789cd7ba15ac41f32f6179bcc1665cb8e47 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Tue, 3 May 2022 11:03:48 +0200
Subject: [PATCH 198/372] Update default values for host removal parameters

---
 nextflow.config | 24 ++++++++++++------------
 1 file changed, 12 insertions(+), 12 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index 04273f1..95daba9 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -81,18 +81,18 @@ params {
     save_runmerged_reads        = false
 
     // Host Removal
-    perform_shortread_hostremoval      = false
-    shortread_hostremoval_reference    = null
-    shortread_hostremoval_index        = null
-    longread_hostremoval_index         = null
-    save_hostremoval_index             = false
-    save_hostremoval_mapped            = false
-    save_hostremoval_unmapped          = false
-    save_minimap2_hostremoval_index    = false
-    save_minimap2_hostremoval_mapped   = false
-    save_minimap2_hostremoval_unmapped = false
-    save_samtools_unmapped_bam         = false
-    save_minimap2_unmapped_fq          = false
+    perform_shortread_hostremoval          = false
+    shortread_hostremoval_reference        = null
+    shortread_hostremoval_index            = null
+    save_hostremoval_index                 = false
+    save_hostremoval_mapped                = false
+    save_hostremoval_unmapped              = false
+    longread_hostremoval_index             = null
+    save_minimap2_hostremoval_index        = false
+    save_minimap2_hostremoval_mapped       = false
+    save_samtools_unmapped_bam             = false
+    save_minimap2_unmapped_fq              = false
+
 
     // MALT
     run_malt                   = false

From 17039ebc6b143870331c4d2f8976a0fe63de0736 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Tue, 3 May 2022 11:07:23 +0200
Subject: [PATCH 199/372] Fix type to boolean for flags

---
 nextflow_schema.json | 16 ++++++----------
 1 file changed, 6 insertions(+), 10 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index d3878c1..257f5cb 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -431,27 +431,23 @@
         },
         "longread_hostremoval_index": {
             "type": "string",
-            "default": null
+            "default": "None"
         },
         "save_minimap2_hostremoval_index": {
-            "type": "string",
-            "default": "false",
+            "type": "boolean",
             "description": "Flag for publishing minimap2 host removal index"
         },
         "save_minimap2_hostremoval_mapped": {
-            "type": "string",
-            "default": "false",
+            "type": "boolean",
             "description": "Flag for publishinig bam file with all long reads mapped to a reference"
         },
         "save_samtools_unmapped_bam": {
-            "type": "string",
-            "default": "false",
+            "type": "boolean",
             "description": "Flag for publishing bam for reads that did not map to the host reference"
         },
         "save_minimap2_unmapped_fq": {
-            "type": "string",
-            "default": "false",
+            "type": "boolean",
             "description": "Flag for publishing fastq files for reads that did not map to the host reference"
         }
     }
-}
+}
\ No newline at end of file

From 58d4dec70be5ac5eb2356aac351593c27f77502a Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Tue, 3 May 2022 11:09:54 +0200
Subject: [PATCH 200/372] Update samtools view

---
 modules.json                                  |  2 +-
 modules/nf-core/modules/samtools/view/main.nf | 12 ++++++++++++
 2 files changed, 13 insertions(+), 1 deletion(-)

diff --git a/modules.json b/modules.json
index 071234d..b568d9c 100644
--- a/modules.json
+++ b/modules.json
@@ -73,7 +73,7 @@
                 "git_sha": "897c33d5da084b61109500ee44c01da2d3e4e773"
             },
             "samtools/view": {
-                "git_sha": "12afb6b0faf3cabf769c9a2a7dd477e3f066eac0"
+                "git_sha": "6b64f9cb6c3dd3577931cc3cd032d6fb730000ce"
             },
             "untar": {
                 "git_sha": "e080f4c8acf5760039ed12ec1f206170f3f9a918"
diff --git a/modules/nf-core/modules/samtools/view/main.nf b/modules/nf-core/modules/samtools/view/main.nf
index 11cfb74..55194e8 100644
--- a/modules/nf-core/modules/samtools/view/main.nf
+++ b/modules/nf-core/modules/samtools/view/main.nf
@@ -41,4 +41,16 @@ process SAMTOOLS_VIEW {
         samtools: \$(echo \$(samtools --version 2>&1) | sed 's/^.*samtools //; s/Using.*\$//')
     END_VERSIONS
     """
+
+    stub:
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    """
+    touch ${prefix}.bam
+    touch ${prefix}.cram
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        samtools: \$(echo \$(samtools --version 2>&1) | sed 's/^.*samtools //; s/Using.*\$//')
+    END_VERSIONS
+    """
 }

From c833d4fd9ae037e297eda9dea69045715fc4a064 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Tue, 3 May 2022 11:42:05 +0200
Subject: [PATCH 201/372] Fix issues found with prettier

---
 modules.json         |  2 +-
 nextflow_schema.json | 45 +++++++-------------------------------------
 2 files changed, 8 insertions(+), 39 deletions(-)

diff --git a/modules.json b/modules.json
index b568d9c..ce1fbc5 100644
--- a/modules.json
+++ b/modules.json
@@ -80,4 +80,4 @@
             }
         }
     }
-}
\ No newline at end of file
+}
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 257f5cb..1902e27 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -304,10 +294,7 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": [
-                "fastp",
-                "adapterremoval"
-            ]
+            "enum": ["fastp", "adapterremoval"]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -348,10 +335,7 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": [
-                "entropy",
-                "dust"
-            ]
+            "enum": ["entropy", "dust"]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -404,14 +388,7 @@
         "kaiju_taxon_name": {
             "type": "string",
             "default": "species",
-            "enum": [
-                "phylum",
-                "class",
-                "order",
-                "family",
-                "genus",
-                "species"
-            ]
+            "enum": ["phylum", "class", "order", "family", "genus", "species"]
         },
         "run_diamond": {
             "type": "boolean"
@@ -419,15 +396,7 @@
         "diamond_output_format": {
             "type": "string",
             "default": "tsv",
-            "enum": [
-                "blast",
-                "xml",
-                "txt",
-                "daa",
-                "sam",
-                "tsv",
-                "paf"
-            ]
+            "enum": ["blast", "xml", "txt", "daa", "sam", "tsv", "paf"]
         },
         "longread_hostremoval_index": {
             "type": "string",
@@ -450,4 +419,4 @@
             "description": "Flag for publishing fastq files for reads that did not map to the host reference"
         }
     }
-}
\ No newline at end of file
+}

From f4abbe280ab6497a220fde116f606d588b49bf73 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Tue, 3 May 2022 12:56:49 +0200
Subject: [PATCH 202/372] Fix back to nf-core modules version

---
 .../nf-core/modules/samtools/bam2fq/main.nf   |  2 +-
 nf-core/modules/samtools/bam2fq/main.nf       | 56 -------------------
 nf-core/modules/samtools/bam2fq/meta.yml      | 55 ------------------
 3 files changed, 1 insertion(+), 112 deletions(-)
 delete mode 100644 nf-core/modules/samtools/bam2fq/main.nf
 delete mode 100644 nf-core/modules/samtools/bam2fq/meta.yml

diff --git a/modules/nf-core/modules/samtools/bam2fq/main.nf b/modules/nf-core/modules/samtools/bam2fq/main.nf
index 0dd1da9..5d6aa79 100644
--- a/modules/nf-core/modules/samtools/bam2fq/main.nf
+++ b/modules/nf-core/modules/samtools/bam2fq/main.nf
@@ -45,7 +45,7 @@ process SAMTOOLS_BAM2FQ {
             bam2fq \\
             $args \\
             -@ $task.cpus \\
-            $inputbam > ${prefix}_interleaved.fq.gz
+            $inputbam >${prefix}_interleaved.fq.gz
 
         cat <<-END_VERSIONS > versions.yml
         "${task.process}":
diff --git a/nf-core/modules/samtools/bam2fq/main.nf b/nf-core/modules/samtools/bam2fq/main.nf
deleted file mode 100644
index 5d6aa79..0000000
--- a/nf-core/modules/samtools/bam2fq/main.nf
+++ /dev/null
@@ -1,56 +0,0 @@
-process SAMTOOLS_BAM2FQ {
-    tag "$meta.id"
-    label 'process_low'
-
-    conda (params.enable_conda ? "bioconda::samtools=1.15.1" : null)
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/samtools:1.15.1--h1170115_0' :
-        'quay.io/biocontainers/samtools:1.15.1--h1170115_0' }"
-
-    input:
-    tuple val(meta), path(inputbam)
-    val split
-
-    output:
-    tuple val(meta), path("*.fq.gz"), emit: reads
-    path "versions.yml"             , emit: versions
-
-    when:
-    task.ext.when == null || task.ext.when
-
-    script:
-    def args = task.ext.args ?: ''
-    def prefix = task.ext.prefix ?: "${meta.id}"
-
-    if (split){
-        """
-        samtools \\
-            bam2fq \\
-            $args \\
-            -@ $task.cpus \\
-            -1 ${prefix}_1.fq.gz \\
-            -2 ${prefix}_2.fq.gz \\
-            -0 ${prefix}_other.fq.gz \\
-            -s ${prefix}_singleton.fq.gz \\
-            $inputbam
-
-        cat <<-END_VERSIONS > versions.yml
-        "${task.process}":
-            samtools: \$(echo \$(samtools --version 2>&1) | sed 's/^.*samtools //; s/Using.*\$//')
-        END_VERSIONS
-        """
-    } else {
-        """
-        samtools \\
-            bam2fq \\
-            $args \\
-            -@ $task.cpus \\
-            $inputbam >${prefix}_interleaved.fq.gz
-
-        cat <<-END_VERSIONS > versions.yml
-        "${task.process}":
-            samtools: \$(echo \$(samtools --version 2>&1) | sed 's/^.*samtools //; s/Using.*\$//')
-        END_VERSIONS
-        """
-    }
-}
diff --git a/nf-core/modules/samtools/bam2fq/meta.yml b/nf-core/modules/samtools/bam2fq/meta.yml
deleted file mode 100644
index 319a60c..0000000
--- a/nf-core/modules/samtools/bam2fq/meta.yml
+++ /dev/null
@@ -1,55 +0,0 @@
-name: samtools_bam2fq
-description: |
-  The module uses bam2fq method from samtools to
-  convert a SAM, BAM or CRAM file to FASTQ format
-keywords:
-  - bam2fq
-  - samtools
-  - fastq
-tools:
-  - samtools:
-      description: Tools for dealing with SAM, BAM and CRAM files
-      homepage: None
-      documentation: http://www.htslib.org/doc/1.1/samtools.html
-      tool_dev_url: None
-      doi: ""
-      licence: ["MIT"]
-
-input:
-  - meta:
-      type: map
-      description: |
-        Groovy Map containing sample information
-        e.g. [ id:'test', single_end:false ]
-  - inputbam:
-      type: file
-      description: BAM/CRAM/SAM file
-      pattern: "*.{bam,cram,sam}"
-  - split:
-      type: boolean
-      description: |
-        TRUE/FALSE value to indicate if reads should be separated into
-        /1, /2 and if present other, or singleton.
-        Note: choosing TRUE will generate 4 different files.
-        Choosing FALSE will produce a single file, which will be interleaved in case
-        the input contains paired reads.
-
-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"
-  - reads:
-      type: file
-      description: |
-        FASTQ files, which will be either a group of 4 files (read_1, read_2, other and singleton)
-        or a single interleaved .fq.gz file if the user chooses not to split the reads.
-      pattern: "*.fq.gz"
-
-authors:
-  - "@lescai"

From 59c7f5a5b1b6a3e144a9b1c151e6f2a4c315342f Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Thu, 5 May 2022 08:38:41 +0200
Subject: [PATCH 203/372] Update samtools/bam2fq

---
 modules.json                                    | 4 ++--
 modules/nf-core/modules/samtools/bam2fq/main.nf | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/modules.json b/modules.json
index ce1fbc5..043e4ad 100644
--- a/modules.json
+++ b/modules.json
@@ -70,7 +70,7 @@
                 "git_sha": "f1c5384c31e985591716afdd732cf8c2ae29d05b"
             },
             "samtools/bam2fq": {
-                "git_sha": "897c33d5da084b61109500ee44c01da2d3e4e773"
+                "git_sha": "5510ea39fe638594bc26ac34cadf4a84bf27d159"
             },
             "samtools/view": {
                 "git_sha": "6b64f9cb6c3dd3577931cc3cd032d6fb730000ce"
@@ -80,4 +80,4 @@
             }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/modules/samtools/bam2fq/main.nf b/modules/nf-core/modules/samtools/bam2fq/main.nf
index 5d6aa79..9301d1d 100644
--- a/modules/nf-core/modules/samtools/bam2fq/main.nf
+++ b/modules/nf-core/modules/samtools/bam2fq/main.nf
@@ -45,7 +45,7 @@ process SAMTOOLS_BAM2FQ {
             bam2fq \\
             $args \\
             -@ $task.cpus \\
-            $inputbam >${prefix}_interleaved.fq.gz
+            $inputbam | gzip --no-name > ${prefix}_interleaved.fq.gz
 
         cat <<-END_VERSIONS > versions.yml
         "${task.process}":

From 5b7b21415633c3df64cb2d88734d5863b4162a9c Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Thu, 5 May 2022 08:40:53 +0200
Subject: [PATCH 204/372] Fix formatting with prettier

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

diff --git a/modules.json b/modules.json
index 043e4ad..a55c88b 100644
--- a/modules.json
+++ b/modules.json
@@ -80,4 +80,4 @@
             }
         }
     }
-}
\ No newline at end of file
+}

From d94534e8acee01575b589e88549ed64ab4fc4411 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Thu, 5 May 2022 09:07:33 +0200
Subject: [PATCH 205/372] Simplify params which control host removal publish

---
 conf/modules.config  |  8 ++++----
 nextflow.config      |  6 +-----
 nextflow_schema.json | 16 ----------------
 3 files changed, 5 insertions(+), 25 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index b707954..cd0fb04 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -169,7 +169,7 @@ process {
         publishDir = [
             path: { "${params.outdir}/minimap2/index" },
             mode: params.publish_dir_mode,
-            enabled: params.save_minimap2_hostremoval_index,
+            enabled: params.save_hostremoval_index,
             pattern: 'minimap2'
         ]
     }
@@ -179,7 +179,7 @@ process {
         publishDir = [
             path: { "${params.outdir}/minimap2/align" },
             mode: params.publish_dir_mode,
-            enabled: params.save_minimap2_hostremoval_mapped,
+            enabled: params.save_hostremoval_mapped,
             pattern: '*.bam'
         ]
     }
@@ -190,7 +190,7 @@ process {
         publishDir = [
             path: { "${params.outdir}/samtools/view" },
             mode: params.publish_dir_mode,
-            enabled: params.save_samtools_unmapped_bam,
+            enabled: params.save_hostremoval_unmapped,
             pattern: '*.bam'
         ]
     }
@@ -200,7 +200,7 @@ process {
         publishDir = [
             path: { "${params.outdir}/samtools/bam2fq" },
             mode: params.publish_dir_mode,
-            enabled: params.save_minimap2_unmapped_fq,
+            enabled: params.save_hostremoval_unmapped,
             pattern: '*.fq.gz'
         ]
     }
diff --git a/nextflow.config b/nextflow.config
index 95daba9..8c99af2 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -84,14 +84,10 @@ params {
     perform_shortread_hostremoval          = false
     shortread_hostremoval_reference        = null
     shortread_hostremoval_index            = null
+    longread_hostremoval_index             = null
     save_hostremoval_index                 = false
     save_hostremoval_mapped                = false
     save_hostremoval_unmapped              = false
-    longread_hostremoval_index             = null
-    save_minimap2_hostremoval_index        = false
-    save_minimap2_hostremoval_mapped       = false
-    save_samtools_unmapped_bam             = false
-    save_minimap2_unmapped_fq              = false
 
 
     // MALT
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 1902e27..9e4cc6c 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -401,22 +401,6 @@
         "longread_hostremoval_index": {
             "type": "string",
             "default": "None"
-        },
-        "save_minimap2_hostremoval_index": {
-            "type": "boolean",
-            "description": "Flag for publishing minimap2 host removal index"
-        },
-        "save_minimap2_hostremoval_mapped": {
-            "type": "boolean",
-            "description": "Flag for publishinig bam file with all long reads mapped to a reference"
-        },
-        "save_samtools_unmapped_bam": {
-            "type": "boolean",
-            "description": "Flag for publishing bam for reads that did not map to the host reference"
-        },
-        "save_minimap2_unmapped_fq": {
-            "type": "boolean",
-            "description": "Flag for publishing fastq files for reads that did not map to the host reference"
         }
     }
 }

From 557d31dfd2fecbac2a415ddab780e6a3abc87168 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Thu, 5 May 2022 13:19:10 +0200
Subject: [PATCH 206/372] Add parameter for turning on longread host removal

---
 conf/test.config     | 2 +-
 docs/usage.md        | 2 +-
 nextflow.config      | 2 +-
 nextflow_schema.json | 4 +++-
 4 files changed, 6 insertions(+), 4 deletions(-)

diff --git a/conf/test.config b/conf/test.config
index a2464b2..6d04f60 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -28,7 +28,7 @@ params {
     perform_longread_clip                 = false
     perform_shortread_complexityfilter    = true
     perform_shortread_hostremoval         = true
-    shortread_hostremoval_reference       = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/homo_sapiens/genome/genome.fasta'
+    perform_longread_hostremoval          = true
     run_kaiju                             = true
     run_kraken2                           = true
     run_malt                              = true
diff --git a/docs/usage.md b/docs/usage.md
index cee2bb6..537b94a 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -191,7 +191,7 @@ You can optionally save the FASTQ output of the run merging with the `--save_com
 
 #### Host Removal
 
-Removal of possible-host reads from FASTQ files prior profiling can be activated with `--perform_shortread_hostremoval`
+Removal of possible-host reads from FASTQ files prior profiling can be activated with `--perform_shortread_hostremoval` or `--perform_longread_hostremoval`.
 
 Similarly to complexity filtering, host-removal can be useful for runtime optimisation and reduction in misclassified reads. It is not always necessary to report classification of reads from a host when you already know the host of the sample, therefore you can gain a run-time and computational advantage by removing these prior typically resource-heavy profiling with more efficient methods. Furthermore, particularly with human samples, you can reduce the number of false positives during profiling that occur due to host-sequence contamination in reference genomes on public databases.
 
diff --git a/nextflow.config b/nextflow.config
index 8c99af2..4ac0c44 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -82,7 +82,7 @@ params {
 
     // Host Removal
     perform_shortread_hostremoval          = false
-    shortread_hostremoval_reference        = null
+    perform_longread_hostremoval           = false
     shortread_hostremoval_index            = null
     longread_hostremoval_index             = null
     save_hostremoval_index                 = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 9e4cc6c..d2eee95 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -362,7 +362,9 @@
         "perform_shortread_hostremoval": {
             "type": "boolean"
         },
-        "shortread_hostremoval_reference": {
+        "perform_longread_hostremoval": {
+            "type": "boolean"
+        },
             "type": "string",
             "default": "None"
         },

From 6618e8cac65fe43d40d4952863698801f9b4507b Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Thu, 5 May 2022 13:20:34 +0200
Subject: [PATCH 207/372] Change param to a more generic name

---
 conf/test.config         | 1 +
 docs/usage.md            | 2 +-
 nextflow.config          | 1 +
 nextflow_schema.json     | 1 +
 workflows/taxprofiler.nf | 8 ++++----
 5 files changed, 8 insertions(+), 5 deletions(-)

diff --git a/conf/test.config b/conf/test.config
index 6d04f60..a5244f9 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -29,6 +29,7 @@ params {
     perform_shortread_complexityfilter    = true
     perform_shortread_hostremoval         = true
     perform_longread_hostremoval          = true
+    hostremoval_reference                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/homo_sapiens/genome/genome.fasta'
     run_kaiju                             = true
     run_kraken2                           = true
     run_malt                              = true
diff --git a/docs/usage.md b/docs/usage.md
index 537b94a..1143da3 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -197,7 +197,7 @@ Similarly to complexity filtering, host-removal can be useful for runtime optimi
 
 nf-core/taxprofiler currently offers host-removal via alignment against a reference genome with Bowtie2, and the use of the unaligned reads for downstream profiling.
 
-You can supply your reference genome in FASTA format with `--shortread_hostremoval_reference`. You can also optionally supply a directory containing pre-indexed Bowtie2 index files with `--shortread_hostremoval_index`, however nf-core/taxprofiler will generate this for you if necessary. Pre-supplying the directory of index files can greatly speed up the process, and these can be re-used.
+You can supply your reference genome in FASTA format with `--hostremoval_reference`. You can also optionally supply a directory containing pre-indexed Bowtie2 index files with `--shortread_hostremoval_index`, however nf-core/taxprofiler will generate this for you if necessary. Pre-supplying the directory of index files can greatly speed up the process, and these can be re-used.
 
 > 💡 If you have multiple taxa or sequences you wish to remove (e.g., the host genome and then also PhiX - common quality-control reagent during sequencing) you can simply concatenate the FASTAs of each taxa or sequences into a single reference file.
 
diff --git a/nextflow.config b/nextflow.config
index 4ac0c44..ca9e280 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -83,6 +83,7 @@ params {
     // Host Removal
     perform_shortread_hostremoval          = false
     perform_longread_hostremoval           = false
+    hostremoval_reference                  = null
     shortread_hostremoval_index            = null
     longread_hostremoval_index             = null
     save_hostremoval_index                 = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index d2eee95..ab2108e 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -365,6 +365,7 @@
         "perform_longread_hostremoval": {
             "type": "boolean"
         },
+        "hostremoval_reference": {
             "type": "string",
             "default": "None"
         },
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 9eb53a3..81ea5d9 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -11,7 +11,7 @@ WorkflowTaxprofiler.initialise(params, log)
 
 // TODO nf-core: Add all file path parameters for the pipeline to the list below
 // Check input path parameters to see if they exist
-def checkPathParamList = [ params.input, params.databases, params.shortread_hostremoval_reference,
+def checkPathParamList = [ params.input, params.databases, params.hostremoval_reference,
                             params.shortread_hostremoval_index, params.multiqc_config
                         ]
 for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true) } }
@@ -22,10 +22,10 @@ if (params.databases) { ch_databases = file(params.databases) } else { exit 1, '
 if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
 if (params.shortread_clipmerge_excludeunmerged && !params.shortread_clipmerge_mergepairs) exit 1, "ERROR: [nf-core/taxprofiler] cannot include unmerged reads when merging not turned on. Please specify --shortread_clipmerge_mergepairs"
 
-if (params.perform_shortread_hostremoval && !params.shortread_hostremoval_reference) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval requested but no --shortread_hostremoval_reference FASTA supplied. Check input." }
-if (!params.shortread_hostremoval_reference && params.shortread_hostremoval_reference_index) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval_index provided but no --shortread_hostremoval_reference FASTA supplied. Check input." }
+if (params.perform_shortread_hostremoval && !params.hostremoval_reference) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval requested but no --hostremoval_reference FASTA supplied. Check input." }
+if (!params.hostremoval_reference && params.hostremoval_reference_index) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval_index provided but no --hostremoval_reference FASTA supplied. Check input." }
 
-if (params.shortread_hostremoval_reference ) { ch_reference       = file(params.shortread_hostremoval_reference) }
+if (params.hostremoval_reference ) { ch_reference       = file(params.hostremoval_reference) }
 if (params.shortread_hostremoval_index     ) { ch_shortread_reference_index = file(params.shortread_hostremoval_index    ) } else { ch_shortread_reference_index = [] }
 if (params.longread_hostremoval_index      ) { ch_longread_reference_index  = file(params.longread_hostremoval_index     ) } else { ch_longread_reference_index  = [] }
 

From e3e55f57c26ba462ceb6795be55b312e615ca550 Mon Sep 17 00:00:00 2001
From: ljmesi <37740329+ljmesi@users.noreply.github.com>
Date: Thu, 5 May 2022 14:02:24 +0200
Subject: [PATCH 208/372] Fix alignment

Just made this change to see if the CI tests would fail again or if the
failure was just a one of thing.
---
 workflows/taxprofiler.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 81ea5d9..1f2e9d1 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -47,7 +47,7 @@ ch_multiqc_custom_config = params.multiqc_config ? Channel.fromPath(params.multi
 //
 // SUBWORKFLOW: Consisting of a mix of local and nf-core/modules
 //
-include { INPUT_CHECK             } from '../subworkflows/local/input_check'
+include { INPUT_CHECK                   } from '../subworkflows/local/input_check'
 
 include { DB_CHECK                      } from '../subworkflows/local/db_check'
 include { SHORTREAD_PREPROCESSING       } from '../subworkflows/local/shortread_preprocessing'

From b0faeedc60c654fe445909ceed569ee010c84837 Mon Sep 17 00:00:00 2001
From: Lauri Mesilaakso <john.mesilaakso@gmail.com>
Date: Fri, 6 May 2022 08:20:31 +0200
Subject: [PATCH 209/372] Update workflows/taxprofiler.nf

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 workflows/taxprofiler.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 1f2e9d1..7a6cd09 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -25,7 +25,7 @@ if (params.shortread_clipmerge_excludeunmerged && !params.shortread_clipmerge_me
 if (params.perform_shortread_hostremoval && !params.hostremoval_reference) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval requested but no --hostremoval_reference FASTA supplied. Check input." }
 if (!params.hostremoval_reference && params.hostremoval_reference_index) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval_index provided but no --hostremoval_reference FASTA supplied. Check input." }
 
-if (params.hostremoval_reference ) { ch_reference       = file(params.hostremoval_reference) }
+if (params.hostremoval_reference           ) { ch_reference = file(params.hostremoval_reference) }
 if (params.shortread_hostremoval_index     ) { ch_shortread_reference_index = file(params.shortread_hostremoval_index    ) } else { ch_shortread_reference_index = [] }
 if (params.longread_hostremoval_index      ) { ch_longread_reference_index  = file(params.longread_hostremoval_index     ) } else { ch_longread_reference_index  = [] }
 

From 02517733aa2227d1bc6f4decdb607918de047b2d Mon Sep 17 00:00:00 2001
From: Lauri Mesilaakso <john.mesilaakso@gmail.com>
Date: Fri, 6 May 2022 10:40:59 +0200
Subject: [PATCH 210/372] Update docs/usage.md

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 docs/usage.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/usage.md b/docs/usage.md
index 1143da3..4aa1d09 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -197,7 +197,7 @@ Similarly to complexity filtering, host-removal can be useful for runtime optimi
 
 nf-core/taxprofiler currently offers host-removal via alignment against a reference genome with Bowtie2, and the use of the unaligned reads for downstream profiling.
 
-You can supply your reference genome in FASTA format with `--hostremoval_reference`. You can also optionally supply a directory containing pre-indexed Bowtie2 index files with `--shortread_hostremoval_index`, however nf-core/taxprofiler will generate this for you if necessary. Pre-supplying the directory of index files can greatly speed up the process, and these can be re-used.
+You can supply your reference genome in FASTA format with `--hostremoval_reference`. You can also optionally supply a directory containing pre-indexed Bowtie2 index files with `--shortread_hostremoval_index` or `--longread_hostremoval_index`, however nf-core/taxprofiler will generate this for you if necessary. Pre-supplying the directory of index files can greatly speed up the process, and these can be re-used.
 
 > 💡 If you have multiple taxa or sequences you wish to remove (e.g., the host genome and then also PhiX - common quality-control reagent during sequencing) you can simply concatenate the FASTAs of each taxa or sequences into a single reference file.
 

From 87a1d8051979040f7dd1b6f976b2bd0224a7bf24 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sat, 7 May 2022 05:22:35 +0200
Subject: [PATCH 211/372] Add working output for Kraken2/Centrifuge/DIAMOND

---
 conf/modules.config                           |  4 +-
 conf/test.config                              |  4 ++
 modules.json                                  |  6 +-
 .../nf-core/modules/diamond/blastx/main.nf    | 33 ++++++---
 .../nf-core/modules/diamond/blastx/meta.yml   | 30 +++++++-
 .../nf-core/modules/kraken2/kraken2/main.nf   | 23 ++++--
 .../nf-core/modules/kraken2/kraken2/meta.yml  | 25 +++++--
 nextflow.config                               | 14 ++--
 nextflow_schema.json                          | 71 ++++++++++++++-----
 subworkflows/local/profiling.nf               | 34 ++++++---
 workflows/taxprofiler.nf                      |  2 +
 11 files changed, 181 insertions(+), 65 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index cd0fb04..31d0fca 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -271,7 +271,7 @@ process {
         publishDir = [
             path: { "${params.outdir}/kraken2/${meta.db_name}" },
             mode: params.publish_dir_mode,
-            pattern: '*.{txt}'
+            pattern: '*.{txt,report,fastq.gz}'
         ]
     }
 
@@ -289,7 +289,7 @@ process {
         publishDir = [
             path: { "${params.outdir}/centrifuge/${meta.db_name}" },
             mode: params.publish_dir_mode,
-            pattern: '*.txt'
+            pattern: '*.{txt,sam,gz}'
         ]
         ext.args = { "${meta.db_params}" }
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
diff --git a/conf/test.config b/conf/test.config
index a5244f9..573db42 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -36,6 +36,10 @@ params {
     run_metaphlan3                        = true
     run_centrifuge                        = true
     run_diamond                           = true
+    malt_save_reads                       = true
+    kraken2_save_reads                    = true
+    centrifuge_save_reads                 = true
+    diamond_save_reads                    = true
 }
 
 process {
diff --git a/modules.json b/modules.json
index a55c88b..5cad32e 100644
--- a/modules.json
+++ b/modules.json
@@ -28,7 +28,7 @@
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
             "diamond/blastx": {
-                "git_sha": "42564565b934eeb2449e35ec97ed13ff2a67f1de"
+                "git_sha": "bd3bfe0817246082525ab93707976676b1fe208b"
             },
             "fastp": {
                 "git_sha": "d0a1cbb703a130c19f6796c3fce24fbe7dfce789"
@@ -43,7 +43,7 @@
                 "git_sha": "538dbac98ba9c8f799536cd5a617195501439457"
             },
             "kraken2/kraken2": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+                "git_sha": "abe025677cdd805cc93032341ab19885473c1a07"
             },
             "malt/run": {
                 "git_sha": "72b96f4e504eef673f2b5c13560a9d90b669129b"
@@ -80,4 +80,4 @@
             }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/modules/diamond/blastx/main.nf b/modules/nf-core/modules/diamond/blastx/main.nf
index 6703c1e..d327227 100644
--- a/modules/nf-core/modules/diamond/blastx/main.nf
+++ b/modules/nf-core/modules/diamond/blastx/main.nf
@@ -2,21 +2,26 @@ process DIAMOND_BLASTX {
     tag "$meta.id"
     label 'process_medium'
 
-    // Dimaond is limited to v2.0.9 because there is not a
-    // singularity version higher than this at the current time.
-    conda (params.enable_conda ? "bioconda::diamond=2.0.9" : null)
+    conda (params.enable_conda ? "bioconda::diamond=2.0.15" : null)
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/diamond:2.0.9--hdcc8f71_0' :
-        'quay.io/biocontainers/diamond:2.0.9--hdcc8f71_0' }"
+        'https://depot.galaxyproject.org/singularity/diamond:2.0.15--hb97b32f_0' :
+        'quay.io/biocontainers/diamond:2.0.15--hb97b32f_0' }"
 
     input:
     tuple val(meta), path(fasta)
     path db
-    val outext
+    val out_ext
+    val blast_columns
 
     output:
-    tuple val(meta), path('*.{blast,xml,txt,daa,sam,tsv,paf}'), emit: output
-    path "versions.yml"           , emit: versions
+    tuple val(meta), path('*.blast'), optional: true, emit: blast
+    tuple val(meta), path('*.xml')  , optional: true, emit: xml
+    tuple val(meta), path('*.txt')  , optional: true, emit: txt
+    tuple val(meta), path('*.daa')  , optional: true, emit: daa
+    tuple val(meta), path('*.sam')  , optional: true, emit: sam
+    tuple val(meta), path('*.tsv')  , optional: true, emit: tsv
+    tuple val(meta), path('*.paf')  , optional: true, emit: paf
+    path "versions.yml"                               , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
@@ -24,7 +29,8 @@ process DIAMOND_BLASTX {
     script:
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.id}"
-    switch ( outext ) {
+    def columns = blast_columns ? "${blast_columns}" : ''
+    switch ( out_ext ) {
         case "blast": outfmt = 0; break
         case "xml": outfmt = 5; break
         case "txt": outfmt = 6; break
@@ -32,6 +38,11 @@ process DIAMOND_BLASTX {
         case "sam": outfmt = 101; break
         case "tsv": outfmt = 102; break
         case "paf": outfmt = 103; break
+        default:
+            outfmt = '6';
+            out_ext = 'txt';
+            log.warn("Unknown output file format provided (${out_ext}): selecting DIAMOND default of tabular BLAST output (txt)");
+            break
     }
     """
     DB=`find -L ./ -name "*.dmnd" | sed 's/.dmnd//'`
@@ -41,9 +52,9 @@ process DIAMOND_BLASTX {
         --threads $task.cpus \\
         --db \$DB \\
         --query $fasta \\
-        --outfmt ${outfmt} \\
+        --outfmt ${outfmt} ${columns} \\
         $args \\
-        --out ${prefix}.${outext}
+        --out ${prefix}.${out_ext}
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/modules/nf-core/modules/diamond/blastx/meta.yml b/modules/nf-core/modules/diamond/blastx/meta.yml
index 5ee2d55..2dcd7bc 100644
--- a/modules/nf-core/modules/diamond/blastx/meta.yml
+++ b/modules/nf-core/modules/diamond/blastx/meta.yml
@@ -28,7 +28,7 @@ input:
       type: directory
       description: Directory containing the nucelotide blast database
       pattern: "*"
-  - outext:
+  - out_ext:
       type: string
       description: |
         Specify the type of output file to be generated. `blast` corresponds to
@@ -38,10 +38,34 @@ input:
       pattern: "blast|xml|txt|daa|sam|tsv|paf"
 
 output:
+  - blast:
+      type: file
+      description: File containing blastp hits
+      pattern: "*.{blast}"
+  - xml:
+      type: file
+      description: File containing blastp hits
+      pattern: "*.{xml}"
   - txt:
       type: file
-      description: File containing blastx hits
-      pattern: "*.{blastx.txt}"
+      description: File containing hits in tabular BLAST format.
+      pattern: "*.{txt}"
+  - daa:
+      type: file
+      description: File containing hits DAA format
+      pattern: "*.{daa}"
+  - sam:
+      type: file
+      description: File containing aligned reads in SAM format
+      pattern: "*.{sam}"
+  - tsv:
+      type: file
+      description: Tab separated file containing taxonomic classification of hits
+      pattern: "*.{tsv}"
+  - paf:
+      type: file
+      description: File containing aligned reads in pairwise mapping format format
+      pattern: "*.{paf}"
   - versions:
       type: file
       description: File containing software versions
diff --git a/modules/nf-core/modules/kraken2/kraken2/main.nf b/modules/nf-core/modules/kraken2/kraken2/main.nf
index 3ec5df5..d400023 100644
--- a/modules/nf-core/modules/kraken2/kraken2/main.nf
+++ b/modules/nf-core/modules/kraken2/kraken2/main.nf
@@ -10,12 +10,15 @@ process KRAKEN2_KRAKEN2 {
     input:
     tuple val(meta), path(reads)
     path  db
+    val save_output_fastqs
+    val save_reads_assignment
 
     output:
-    tuple val(meta), path('*classified*')  , emit: classified
-    tuple val(meta), path('*unclassified*'), emit: unclassified
-    tuple val(meta), path('*report.txt')   , emit: txt
-    path "versions.yml"                    , emit: versions
+    tuple val(meta), path('*classified*')     , optional:true, emit: classified_reads_fastq
+    tuple val(meta), path('*unclassified*')   , optional:true, emit: unclassified_reads_fastq
+    tuple val(meta), path('*classifiedreads*'), optional:true, emit: classified_reads_assignment
+    tuple val(meta), path('*report.txt')                     , emit: report
+    path "versions.yml"                                      , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
@@ -26,19 +29,25 @@ process KRAKEN2_KRAKEN2 {
     def paired       = meta.single_end ? "" : "--paired"
     def classified   = meta.single_end ? "${prefix}.classified.fastq"   : "${prefix}.classified#.fastq"
     def unclassified = meta.single_end ? "${prefix}.unclassified.fastq" : "${prefix}.unclassified#.fastq"
+    def classified_command = save_output_fastqs ? "--classified-out ${classified}" : ""
+    def unclassified_command = save_output_fastqs ? "--unclassified-out ${unclassified}" : ""
+    def readclassification_command = save_reads_assignment ? "--output ${prefix}.kraken2.classifiedreads.txt" : ""
+    def compress_reads_command = save_output_fastqs ? "pigz -p $task.cpus *.fastq" : ""
+
     """
     kraken2 \\
         --db $db \\
         --threads $task.cpus \\
-        --unclassified-out $unclassified \\
-        --classified-out $classified \\
         --report ${prefix}.kraken2.report.txt \\
         --gzip-compressed \\
+        $unclassified_command \\
+        $classified_command \\
+        $readclassification_command \\
         $paired \\
         $args \\
         $reads
 
-    pigz -p $task.cpus *.fastq
+    $compress_reads_command
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/modules/nf-core/modules/kraken2/kraken2/meta.yml b/modules/nf-core/modules/kraken2/kraken2/meta.yml
index 9d6a385..7129fe3 100644
--- a/modules/nf-core/modules/kraken2/kraken2/meta.yml
+++ b/modules/nf-core/modules/kraken2/kraken2/meta.yml
@@ -27,25 +27,40 @@ input:
   - db:
       type: directory
       description: Kraken2 database
+  - save_output_fastqs:
+      type: boolean
+      description: |
+        If true, optional commands are added to save classified and unclassified reads
+        as fastq files
+  - save_reads_assignment:
+      type: boolean
+      description: |
+        If true, an optional command is added to save a file reporting the taxonomic
+        classification of each input read
 output:
   - meta:
       type: map
       description: |
         Groovy Map containing sample information
         e.g. [ id:'test', single_end:false ]
-  - classified:
+  - classified_reads_fastq:
       type: file
       description: |
-        Reads classified to belong to any of the taxa
+        Reads classified as belonging to any of the taxa
         on the Kraken2 database.
       pattern: "*{fastq.gz}"
-  - unclassified:
+  - unclassified_reads_fastq:
       type: file
       description: |
-        Reads not classified to belong to any of the taxa
+        Reads not classified to any of the taxa
         on the Kraken2 database.
       pattern: "*{fastq.gz}"
-  - txt:
+  - classified_reads_assignment:
+      type: file
+      description: |
+        Kraken2 output file indicating the taxonomic assignment of
+        each input read
+  - report:
       type: file
       description: |
         Kraken2 report containing stats about classified
diff --git a/nextflow.config b/nextflow.config
index ca9e280..3f76d53 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -94,16 +94,17 @@ params {
     // MALT
     run_malt                   = false
     malt_mode                  = 'BlastN'
-    malt_generatemegansummary = false
+    malt_generate_megansummary = false
+    malt_save_reads            = false
 
     // kraken2
-    run_kraken2                = false
+    run_kraken2                     = false
+    kraken2_save_reads              = false
+    kraken2_save_readclassification = false
 
     // centrifuge
     run_centrifuge             = false
-    centrifuge_save_unaligned  = false
-    centrifuge_save_aligned    = false
-    centrifuge_sam_format      = false
+    centrifuge_save_reads      = false
 
     // metaphlan3
     run_metaphlan3             = false
@@ -114,7 +115,8 @@ params {
 
     // diamond
     run_diamond                = false
-    diamond_output_format      = 'txt'
+    diamond_output_format      = 'tsv'  // TSV is only format with taxonomic information apparently
+    diamond_save_reads         = false // this will override diamound output format so no taxonomic profile is generated!
 }
 
 // Load base.config by default for all pipelines
diff --git a/nextflow_schema.json b/nextflow_schema.json
index ab2108e..bb4b759 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -173,7 +176,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -278,15 +288,6 @@
         "run_centrifuge": {
             "type": "boolean"
         },
-        "centrifuge_save_unaligned": {
-            "type": "boolean"
-        },
-        "centrifuge_save_aligned": {
-            "type": "boolean"
-        },
-        "centrifuge_sam_format": {
-            "type": "boolean"
-        },
         "run_metaphlan3": {
             "type": "boolean",
             "description": "Enable MetaPhlAn for taxonomic profiling"
@@ -294,7 +295,10 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": ["fastp", "adapterremoval"]
+            "enum": [
+                "fastp",
+                "adapterremoval"
+            ]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -335,7 +339,10 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": ["entropy", "dust"]
+            "enum": [
+                "entropy",
+                "dust"
+            ]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -385,13 +392,20 @@
         "run_kaiju": {
             "type": "boolean"
         },
-        "malt_generatemegansummary": {
+        "malt_generate_megansummary": {
             "type": "boolean"
         },
         "kaiju_taxon_name": {
             "type": "string",
             "default": "species",
-            "enum": ["phylum", "class", "order", "family", "genus", "species"]
+            "enum": [
+                "phylum",
+                "class",
+                "order",
+                "family",
+                "genus",
+                "species"
+            ]
         },
         "run_diamond": {
             "type": "boolean"
@@ -399,11 +413,34 @@
         "diamond_output_format": {
             "type": "string",
             "default": "tsv",
-            "enum": ["blast", "xml", "txt", "daa", "sam", "tsv", "paf"]
+            "enum": [
+                "blast",
+                "xml",
+                "txt",
+                "daa",
+                "sam",
+                "tsv",
+                "paf"
+            ]
         },
         "longread_hostremoval_index": {
             "type": "string",
             "default": "None"
+        },
+        "malt_save_reads": {
+            "type": "boolean"
+        },
+        "kraken2_save_reads": {
+            "type": "boolean"
+        },
+        "kraken2_save_readclassification": {
+            "type": "boolean"
+        },
+        "centrifuge_save_reads": {
+            "type": "boolean"
+        },
+        "diamond_save_reads": {
+            "type": "boolean"
         }
     }
-}
+}
\ No newline at end of file
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 7fb3ce9..18ea7fa 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -65,10 +65,18 @@ workflow PROFILING {
         ch_input_for_malt =  ch_input_for_profiling.malt
                                 .filter { it[0]['instrument_platform'] == 'ILLUMINA' }
                                 .map {
-                                    it ->
-                                        def temp_meta =  [ id: it[2]['db_name']]  + it[2]
-                                        def db = it[3]
-                                        [ temp_meta, it[1], db ]
+                                    meta, reads, db_meta, db ->
+                                        def sam_format = params.malt_save_reads ? ' --alignments' : ""
+                                        // TODO No MALT SAM?
+                                        // TODO check all aligned reads published
+                                        // TODO try turning on/off aligned reads
+                                        // TODO wut? [9a/a441d6] Submitted process > NFCORE_TAXPROFILER:TAXPROFILER:PROFILING:MALT_RUN (null)
+                                        def temp_meta = [ id: meta['db_name'] ]
+                                        def new_db_meta = db_meta.clone()
+                                        new_db_meta['db_params'] = db_meta['db_params'] + sam_format
+                                        def new_meta = temp_meta + new_db_meta
+
+                                        [ new_meta, reads, db ]
                                 }
                                 .groupTuple(by: [0,2])
                                 .multiMap {
@@ -92,7 +100,7 @@ workflow PROFILING {
                                         [ meta_new, rma ]
                                 }
 
-        MEGAN_RMA2INFO (ch_maltrun_for_megan, params.malt_generatemegansummary )
+        MEGAN_RMA2INFO (ch_maltrun_for_megan, params.malt_generate_megansummary )
         ch_multiqc_files   = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([])  )
         ch_versions        = ch_versions.mix( MALT_RUN.out.versions.first(), MEGAN_RMA2INFO.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( MEGAN_RMA2INFO.out.txt )
@@ -108,10 +116,10 @@ workflow PROFILING {
                                         db: it[3]
                                 }
 
-        KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db  )
-        ch_multiqc_files   = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.txt.collect{it[1]}.ifEmpty([])  )
+        KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db, params.kraken2_save_reads, params.kraken2_save_readclassification )
+        ch_multiqc_files   = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.report.collect{it[1]}.ifEmpty([])  )
         ch_versions        = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
-        ch_raw_profiles    = ch_raw_profiles.mix( KRAKEN2_KRAKEN2.out.txt )
+        ch_raw_profiles    = ch_raw_profiles.mix( KRAKEN2_KRAKEN2.out.report )
 
     }
 
@@ -128,7 +136,7 @@ workflow PROFILING {
                                         db: it[3]
                                 }
 
-        CENTRIFUGE_CENTRIFUGE ( ch_input_for_centrifuge.reads, ch_input_for_centrifuge.db, params.centrifuge_save_unaligned, params.centrifuge_save_aligned, params.centrifuge_sam_format  )
+        CENTRIFUGE_CENTRIFUGE ( ch_input_for_centrifuge.reads, ch_input_for_centrifuge.db, params.centrifuge_save_reads, params.centrifuge_save_reads, params.centrifuge_save_reads  )
         CENTRIFUGE_KREPORT (CENTRIFUGE_CENTRIFUGE.out.results, ch_input_for_centrifuge.db)
         ch_versions        = ch_versions.mix( CENTRIFUGE_CENTRIFUGE.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( CENTRIFUGE_KREPORT.out.kreport )
@@ -180,9 +188,13 @@ workflow PROFILING {
                                         db: it[3]
                                 }
 
-        DIAMOND_BLASTX ( ch_input_for_diamond.reads, ch_input_for_diamond.db, params.diamond_output_format )
+        // diamond only accepts single output file specification, therefore
+        // this will replace output file!
+        ch_diamond_reads_format = params.diamond_save_reads ? 'sam' : params.diamond_output_format
+
+        DIAMOND_BLASTX ( ch_input_for_diamond.reads, ch_input_for_diamond.db, params.diamond_output_format, [] )
         ch_versions        = ch_versions.mix( DIAMOND_BLASTX.out.versions.first() )
-        ch_raw_profiles    = ch_raw_profiles.mix( DIAMOND_BLASTX.out.output )
+        ch_raw_profiles    = ch_raw_profiles.mix( DIAMOND_BLASTX.out.tsv )
 
     }
 
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 7a6cd09..c319296 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -29,6 +29,8 @@ if (params.hostremoval_reference           ) { ch_reference = file(params.hostre
 if (params.shortread_hostremoval_index     ) { ch_shortread_reference_index = file(params.shortread_hostremoval_index    ) } else { ch_shortread_reference_index = [] }
 if (params.longread_hostremoval_index      ) { ch_longread_reference_index  = file(params.longread_hostremoval_index     ) } else { ch_longread_reference_index  = [] }
 
+if (params.diamond_save_reads              ) log.warn "[nf-core/taxprofiler] DIAMOND only allows output of a single format. Only aligned reads in SAM format will be produced, no taxonomic profiles will be available."
+
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
     CONFIG FILES

From 47a5ae0cff4060c12451beba47502dae5dbb9d17 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sat, 7 May 2022 06:09:05 +0200
Subject: [PATCH 212/372] Add FASTP complexity option

---
 conf/modules.config                           |  6 ++-
 conf/test.config                              |  1 +
 conf/test_nopreprocessing.config              | 46 ++++++++++++++++
 conf/test_noprofiling.config                  | 46 ++++++++++++++++
 docs/usage.md                                 |  4 +-
 nextflow.config                               |  3 ++
 nextflow_schema.json                          | 52 ++++++++++++++++---
 .../local/shortread_complexityfiltering.nf    |  1 +
 workflows/taxprofiler.nf                      |  8 ++-
 9 files changed, 153 insertions(+), 14 deletions(-)
 create mode 100644 conf/test_nopreprocessing.config
 create mode 100644 conf/test_noprofiling.config

diff --git a/conf/modules.config b/conf/modules.config
index cd0fb04..c834f4e 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -54,7 +54,8 @@ process {
             params.shortread_clipmerge_skipadaptertrim ? "--disable_adapter_trimming" : "",
             params.shortread_clipmerge_adapter1 ? "--adapter_sequence ${params.shortread_clipmerge_adapter1}" : "",
             // filtering options
-            "--length_required ${params.shortread_clipmerge_minlength}"
+            "--length_required ${params.shortread_clipmerge_minlength}",
+           params.perform_shortread_complexityfilter && params.shortread_complexityfilter_tool == 'fastp' ? "--low_complexity_filter --complexity_threshold ${params.shortread_complexityfilter_fastp_threshold}" : ''
         ].join(' ').trim()
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
@@ -74,7 +75,8 @@ process {
             params.shortread_clipmerge_adapter1 ? "--adapter_sequence ${params.shortread_clipmerge_adapter1}" : "",
             params.shortread_clipmerge_adapter2 ? "--adapter_sequence_r2 ${params.shortread_clipmerge_adapter2}" : "--detect_adapter_for_pe",
             // filtering options
-            "--length_required ${params.shortread_clipmerge_minlength}"
+            "--length_required ${params.shortread_clipmerge_minlength}",
+           params.perform_shortread_complexityfilter && params.shortread_complexityfilter_tool == 'fastp' ? "--low_complexity_filter --complexity_threshold ${params.shortread_complexityfilter_fastp_threshold}" : ''
         ].join(' ').trim()
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
diff --git a/conf/test.config b/conf/test.config
index a5244f9..c687a86 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -29,6 +29,7 @@ params {
     perform_shortread_complexityfilter    = true
     perform_shortread_hostremoval         = true
     perform_longread_hostremoval          = true
+    perform_runmerging                    = true
     hostremoval_reference                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/homo_sapiens/genome/genome.fasta'
     run_kaiju                             = true
     run_kraken2                           = true
diff --git a/conf/test_nopreprocessing.config b/conf/test_nopreprocessing.config
new file mode 100644
index 0000000..e8d4ed9
--- /dev/null
+++ b/conf/test_nopreprocessing.config
@@ -0,0 +1,46 @@
+/*
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+    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/taxprofiler -profile test,<docker/singularity> --outdir <OUTDIR>
+
+----------------------------------------------------------------------------------------
+*/
+
+params {
+    config_profile_name        = 'Test profile'
+    config_profile_description = 'Minimal test dataset skipping all preprocessing to check 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 nf-core: Specify the paths to your test data on nf-core/test-datasets
+    // TODO nf-core: Give any required params for the test so that command line flags are not needed
+    input                                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
+    databases                             = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
+    perform_shortread_clipmerge           = false
+    perform_longread_clip                 = false
+    perform_shortread_complexityfilter    = false
+    perform_shortread_hostremoval         = false
+    perform_longread_hostremoval          = false
+    perform_runmerging                    = false
+    hostremoval_reference                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/homo_sapiens/genome/genome.fasta'
+    run_kaiju                             = true
+    run_kraken2                           = true
+    run_malt                              = true
+    run_metaphlan3                        = true
+    run_centrifuge                        = true
+    run_diamond                           = true
+}
+
+process {
+    withName: MALT_RUN {
+        maxForks = 1
+    }
+}
diff --git a/conf/test_noprofiling.config b/conf/test_noprofiling.config
new file mode 100644
index 0000000..f908651
--- /dev/null
+++ b/conf/test_noprofiling.config
@@ -0,0 +1,46 @@
+/*
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+    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/taxprofiler -profile test,<docker/singularity> --outdir <OUTDIR>
+
+----------------------------------------------------------------------------------------
+*/
+
+params {
+    config_profile_name        = 'Test profile'
+    config_profile_description = 'Minimal test dataset without performing any profiling to check 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 nf-core: Specify the paths to your test data on nf-core/test-datasets
+    // TODO nf-core: Give any required params for the test so that command line flags are not needed
+    input                                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
+    databases                             = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
+    perform_shortread_clipmerge           = true
+    perform_longread_clip                 = true
+    perform_shortread_complexityfilter    = true
+    perform_shortread_hostremoval         = true
+    perform_longread_hostremoval          = true
+    perform_runmerging                    = true
+    hostremoval_reference                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/homo_sapiens/genome/genome.fasta'
+    run_kaiju                             = false
+    run_kraken2                           = false
+    run_malt                              = false
+    run_metaphlan3                        = false
+    run_centrifuge                        = false
+    run_diamond                           = false
+}
+
+process {
+    withName: MALT_RUN {
+        maxForks = 1
+    }
+}
diff --git a/docs/usage.md b/docs/usage.md
index 4aa1d09..47ac952 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -183,11 +183,11 @@ Complexity filtering can be activated via the `--perform_shortread_complexityfil
 
 Complexity filtering is primarily a run-time optimisation step. It is not necessary for accurate taxonomic profiling, however it can speed up run-time of each tool by removing reads with low-diversity of nucleotides (e.g. with mono-nucleotide - `AAAAAAAA`, or di-nucleotide repeats `GAGAGAGAGAGAGAG`) that have a low-chance of giving an informative taxonomic ID as they can be associated with many different taxa. Removing these reads therefore saves computational time and resources.
 
-There are currently two options for short-read complexity filtering: [`bbduk`](https://jgi.doe.gov/data-and-tools/software-tools/bbtools/bb-tools-user-guide/bbduk-guide/) and [`prinseq++`](https://jgi.doe.gov/data-and-tools/software-tools/bbtools/bb-tools-user-guide/bbduk-guide/).
+There are currently three options for short-read complexity filtering: [`bbduk`](https://jgi.doe.gov/data-and-tools/software-tools/bbtools/bb-tools-user-guide/bbduk-guide/), [`prinseq++`](https://github.com/Adrian-Cantu/PRINSEQ-plus-plus), and [`fastp`](https://github.com/OpenGene/fastp#low-complexity-filter).
 
 The tools offer different algorithms and parameters for removing low complexity reads. We therefore recommend reviewing the pipeline's [parameter documentation](https://nf-co.re/taxprofiler/parameters) and the documentation of both tools (see links above) to decide on optimal methods and parameters for your dataset.
 
-You can optionally save the FASTQ output of the run merging with the `--save_complexityfiltered_reads`.
+You can optionally save the FASTQ output of the run merging with the `--save_complexityfiltered_reads`. If running with `fastp`, complexity filtering happens inclusively within the earlier shortread preprocessing step. Therefore there will not be an independent pipeline step for complexity filtering, and no independent FASTQ file (i.e. `--save_complexityfiltered_reads` will be ignored) - your complexity filtered reads will also be in the `fastp/` folder in the same file(s) as the preprocessed read.
 
 #### Host Removal
 
diff --git a/nextflow.config b/nextflow.config
index ca9e280..411e7a6 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -74,6 +74,7 @@ params {
     shortread_complexityfilter_bbduk_mask                = false
     shortread_complexityfilter_prinseqplusplus_mode      = 'entropy'
     shortread_complexityfilter_prinseqplusplus_dustscore = 0.5
+    shortread_complexityfilter_fastp_threshold           = 30
     save_complexityfiltered_reads                        = false
 
     // run merging
@@ -185,6 +186,8 @@ profiles {
     }
     test      { includeConfig 'conf/test.config'      }
     test_full { includeConfig 'conf/test_full.config' }
+    test_noprofiling { includeConfig 'conf/test_noprofiling.config' }
+    test_nopreprocessing { includeConfig 'conf/test_preprocessing.config' }
 }
 
 // Load igenomes.config if required
diff --git a/nextflow_schema.json b/nextflow_schema.json
index ab2108e..a0a830c 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -173,7 +176,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -294,7 +304,10 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": ["fastp", "adapterremoval"]
+            "enum": [
+                "fastp",
+                "adapterremoval"
+            ]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -319,7 +332,12 @@
         },
         "shortread_complexityfilter_tool": {
             "type": "string",
-            "default": "bbduk"
+            "default": "bbduk",
+            "enum": [
+                "bbduk",
+                "prinseqplusplus",
+                "fastp"
+            ]
         },
         "shortread_complexityfilter_bbduk_windowsize": {
             "type": "integer",
@@ -335,7 +353,10 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": ["entropy", "dust"]
+            "enum": [
+                "entropy",
+                "dust"
+            ]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -391,7 +412,14 @@
         "kaiju_taxon_name": {
             "type": "string",
             "default": "species",
-            "enum": ["phylum", "class", "order", "family", "genus", "species"]
+            "enum": [
+                "phylum",
+                "class",
+                "order",
+                "family",
+                "genus",
+                "species"
+            ]
         },
         "run_diamond": {
             "type": "boolean"
@@ -399,11 +427,19 @@
         "diamond_output_format": {
             "type": "string",
             "default": "tsv",
-            "enum": ["blast", "xml", "txt", "daa", "sam", "tsv", "paf"]
+            "enum": [
+                "blast",
+                "xml",
+                "txt",
+                "daa",
+                "sam",
+                "tsv",
+                "paf"
+            ]
         },
         "longread_hostremoval_index": {
             "type": "string",
             "default": "None"
         }
     }
-}
+}
\ No newline at end of file
diff --git a/subworkflows/local/shortread_complexityfiltering.nf b/subworkflows/local/shortread_complexityfiltering.nf
index 12686d7..a34440d 100644
--- a/subworkflows/local/shortread_complexityfiltering.nf
+++ b/subworkflows/local/shortread_complexityfiltering.nf
@@ -13,6 +13,7 @@ workflow SHORTREAD_COMPLEXITYFILTERING {
     ch_versions       = Channel.empty()
     ch_multiqc_files  = Channel.empty()
 
+    // fastp complexity filtering is activated via modules.conf in shortread_preprocessing
     if ( params.shortread_complexityfilter_tool == 'bbduk' ) {
         ch_filtered_reads = BBMAP_BBDUK ( reads, [] ).reads
         ch_versions        =  ch_versions.mix( BBMAP_BBDUK.out.versions.first() )
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 7a6cd09..b8b953b 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -19,9 +19,12 @@ for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true
 // Check mandatory parameters
 if (params.input    ) { ch_input     = file(params.input)     } else { exit 1, 'Input samplesheet not specified!' }
 if (params.databases) { ch_databases = file(params.databases) } else { exit 1, 'Input database sheet not specified!' }
+
 if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
 if (params.shortread_clipmerge_excludeunmerged && !params.shortread_clipmerge_mergepairs) exit 1, "ERROR: [nf-core/taxprofiler] cannot include unmerged reads when merging not turned on. Please specify --shortread_clipmerge_mergepairs"
 
+if (params.shortread_complexityfilter_tool == 'fastp' && ( params.perform_shortread_clipmerge == false || params.shortread_clipmerge_tool != 'fastp' ))  exit 1, "ERROR: [nf-core/taxprofiler] cannot use fastp complexity filtering if preprocessing not turned on and/or tool is not fastp. Please specify --perform_shortread_clipmerge and/or --shortread_clipmerge_tool 'fastp'"
+
 if (params.perform_shortread_hostremoval && !params.hostremoval_reference) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval requested but no --hostremoval_reference FASTA supplied. Check input." }
 if (!params.hostremoval_reference && params.hostremoval_reference_index) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval_index provided but no --hostremoval_reference FASTA supplied. Check input." }
 
@@ -131,7 +134,8 @@ workflow TAXPROFILER {
         SUBWORKFLOW: COMPLEXITY FILTERING
     */
 
-    if ( params.perform_shortread_complexityfilter ) {
+    // fastp complexity filtering is activated via modules.conf in shortread_preprocessing
+    if ( params.perform_shortread_complexityfilter && params.shortread_complexityfilter_tool != 'fastp' ) {
         ch_shortreads_filtered = SHORTREAD_COMPLEXITYFILTERING ( ch_shortreads_preprocessed ).reads
         ch_versions = ch_versions.mix( SHORTREAD_COMPLEXITYFILTERING.out.versions )
     } else {
@@ -228,7 +232,7 @@ workflow TAXPROFILER {
         ch_multiqc_files = ch_multiqc_files.mix( LONGREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) )
     }
 
-    if (params.perform_shortread_complexityfilter){
+    if (params.perform_shortread_complexityfilter && params.shortread_complexityfilter_tool != 'fastp'){
         ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_COMPLEXITYFILTERING.out.mqc.collect{it[1]}.ifEmpty([]) )
     }
 

From 0f651873dd711c2223a8f844a091deb1316f6979 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sat, 7 May 2022 06:12:24 +0200
Subject: [PATCH 213/372] Linting

---
 conf/modules.config  |  4 ++--
 nextflow_schema.json | 55 ++++++++++----------------------------------
 2 files changed, 14 insertions(+), 45 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index c834f4e..0abff92 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -55,7 +55,7 @@ process {
             params.shortread_clipmerge_adapter1 ? "--adapter_sequence ${params.shortread_clipmerge_adapter1}" : "",
             // filtering options
             "--length_required ${params.shortread_clipmerge_minlength}",
-           params.perform_shortread_complexityfilter && params.shortread_complexityfilter_tool == 'fastp' ? "--low_complexity_filter --complexity_threshold ${params.shortread_complexityfilter_fastp_threshold}" : ''
+            params.perform_shortread_complexityfilter && params.shortread_complexityfilter_tool == 'fastp' ? "--low_complexity_filter --complexity_threshold ${params.shortread_complexityfilter_fastp_threshold}" : ''
         ].join(' ').trim()
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
@@ -76,7 +76,7 @@ process {
             params.shortread_clipmerge_adapter2 ? "--adapter_sequence_r2 ${params.shortread_clipmerge_adapter2}" : "--detect_adapter_for_pe",
             // filtering options
             "--length_required ${params.shortread_clipmerge_minlength}",
-           params.perform_shortread_complexityfilter && params.shortread_complexityfilter_tool == 'fastp' ? "--low_complexity_filter --complexity_threshold ${params.shortread_complexityfilter_fastp_threshold}" : ''
+            params.perform_shortread_complexityfilter && params.shortread_complexityfilter_tool == 'fastp' ? "--low_complexity_filter --complexity_threshold ${params.shortread_complexityfilter_fastp_threshold}" : ''
         ].join(' ').trim()
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
diff --git a/nextflow_schema.json b/nextflow_schema.json
index a0a830c..74fab27 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -304,10 +294,7 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": [
-                "fastp",
-                "adapterremoval"
-            ]
+            "enum": ["fastp", "adapterremoval"]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -333,11 +320,7 @@
         "shortread_complexityfilter_tool": {
             "type": "string",
             "default": "bbduk",
-            "enum": [
-                "bbduk",
-                "prinseqplusplus",
-                "fastp"
-            ]
+            "enum": ["bbduk", "prinseqplusplus", "fastp"]
         },
         "shortread_complexityfilter_bbduk_windowsize": {
             "type": "integer",
@@ -353,10 +336,7 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": [
-                "entropy",
-                "dust"
-            ]
+            "enum": ["entropy", "dust"]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -412,14 +392,7 @@
         "kaiju_taxon_name": {
             "type": "string",
             "default": "species",
-            "enum": [
-                "phylum",
-                "class",
-                "order",
-                "family",
-                "genus",
-                "species"
-            ]
+            "enum": ["phylum", "class", "order", "family", "genus", "species"]
         },
         "run_diamond": {
             "type": "boolean"
@@ -427,19 +400,15 @@
         "diamond_output_format": {
             "type": "string",
             "default": "tsv",
-            "enum": [
-                "blast",
-                "xml",
-                "txt",
-                "daa",
-                "sam",
-                "tsv",
-                "paf"
-            ]
+            "enum": ["blast", "xml", "txt", "daa", "sam", "tsv", "paf"]
         },
         "longread_hostremoval_index": {
             "type": "string",
             "default": "None"
+        },
+        "shortread_complexityfilter_fastp_threshold": {
+            "type": "integer",
+            "default": 30
         }
     }
-}
\ No newline at end of file
+}

From 3fa2181f498f5e1c994efb06be3a63f459dcf9cc Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Sat, 7 May 2022 06:15:15 +0200
Subject: [PATCH 214/372] Fix prinseq tool selection

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

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a1ece72..7bb2076 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -38,7 +38,7 @@ jobs:
           - "--shortread_clipmerge_tool adapterremoval --shortread_clipmerge_mergepairs --shortread_clipmerge_excludeunmerged"
           - "--shortread_clipmerge_tool adapterremoval --shortread_clipmerge_mergepairs"
           - "--shortread_complexityfilter_tool bbduk"
-          - "--shortread_complexityfilter_tool prinseq"
+          - "--shortread_complexityfilter_tool prinseqplusplus"
           - "--perform_runmerging"
           - "--perform_runmerging --shortread_clipmerge_mergepairs"
           - "--shortread_complexityfilter false --perform_shortread_hostremoval"

From d67543503b927f6af5bce9574ad8b428c53c0c46 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Sat, 7 May 2022 13:15:21 +0200
Subject: [PATCH 215/372] Apply suggestions from code review

Co-authored-by: Moritz E. Beber <midnighter@posteo.net>
---
 conf/modules.config | 2 +-
 docs/usage.md       | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 0abff92..5d8398e 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -55,7 +55,7 @@ process {
             params.shortread_clipmerge_adapter1 ? "--adapter_sequence ${params.shortread_clipmerge_adapter1}" : "",
             // filtering options
             "--length_required ${params.shortread_clipmerge_minlength}",
-            params.perform_shortread_complexityfilter && params.shortread_complexityfilter_tool == 'fastp' ? "--low_complexity_filter --complexity_threshold ${params.shortread_complexityfilter_fastp_threshold}" : ''
+            (params.perform_shortread_complexityfilter && params.shortread_complexityfilter_tool == 'fastp') ? "--low_complexity_filter --complexity_threshold ${params.shortread_complexityfilter_fastp_threshold}" : ''
         ].join(' ').trim()
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
         publishDir = [
diff --git a/docs/usage.md b/docs/usage.md
index 47ac952..54ffce0 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -185,7 +185,7 @@ Complexity filtering is primarily a run-time optimisation step. It is not necess
 
 There are currently three options for short-read complexity filtering: [`bbduk`](https://jgi.doe.gov/data-and-tools/software-tools/bbtools/bb-tools-user-guide/bbduk-guide/), [`prinseq++`](https://github.com/Adrian-Cantu/PRINSEQ-plus-plus), and [`fastp`](https://github.com/OpenGene/fastp#low-complexity-filter).
 
-The tools offer different algorithms and parameters for removing low complexity reads. We therefore recommend reviewing the pipeline's [parameter documentation](https://nf-co.re/taxprofiler/parameters) and the documentation of both tools (see links above) to decide on optimal methods and parameters for your dataset.
+The tools offer different algorithms and parameters for removing low complexity reads. We therefore recommend reviewing the pipeline's [parameter documentation](https://nf-co.re/taxprofiler/parameters) and the documentation of the tools (see links above) to decide on optimal methods and parameters for your dataset.
 
 You can optionally save the FASTQ output of the run merging with the `--save_complexityfiltered_reads`. If running with `fastp`, complexity filtering happens inclusively within the earlier shortread preprocessing step. Therefore there will not be an independent pipeline step for complexity filtering, and no independent FASTQ file (i.e. `--save_complexityfiltered_reads` will be ignored) - your complexity filtered reads will also be in the `fastp/` folder in the same file(s) as the preprocessed read.
 

From aca7bc439dac189b8f4b33e7014859f7528d80bf Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Thu, 12 May 2022 08:08:14 +0100
Subject: [PATCH 216/372] Update nextflow.config

---
 nextflow.config | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index 411e7a6..4bcb1b1 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -130,11 +130,11 @@ try {
 
 // Load nf-core/taxprofiler custom profiles from different institutions.
 // Warning: Uncomment only if a pipeline-specific instititutional config already exists on nf-core/configs!
-// try {
-//   includeConfig "${params.custom_config_base}/pipeline/taxprofiler.config"
-// } catch (Exception e) {
-//   System.err.println("WARNING: Could not load nf-core/config/taxprofiler profiles: ${params.custom_config_base}/pipeline/taxprofiler.config")
-// }
+try {
+    includeConfig "${params.custom_config_base}/pipeline/taxprofiler.config"
+} catch (Exception e) {
+    System.err.println("WARNING: Could not load nf-core/config/taxprofiler profiles: ${params.custom_config_base}/pipeline/taxprofiler.config")
+}
 
 
 profiles {

From 68d0cc00faaa50c45ec77a25158f3749d22d4f95 Mon Sep 17 00:00:00 2001
From: JIANHONG OU <jianhong@users.noreply.github.com>
Date: Mon, 23 May 2022 08:05:06 -0400
Subject: [PATCH 217/372] add motus profile.

---
 conf/test.config                              |  1 +
 conf/test_nopreprocessing.config              |  1 +
 conf/test_noprofiling.config                  |  1 +
 modules.json                                  |  8 ++-
 .../nf-core/modules/motus/downloaddb/main.nf  | 39 ++++++++++++
 .../nf-core/modules/motus/downloaddb/meta.yml | 39 ++++++++++++
 modules/nf-core/modules/motus/profile/main.nf | 54 ++++++++++++++++
 .../nf-core/modules/motus/profile/meta.yml    | 61 +++++++++++++++++++
 nextflow.config                               |  5 ++
 nextflow_schema.json                          | 11 ++++
 .../execution_trace_2022-05-21_11-05-12.txt   |  1 +
 subworkflows/local/db_check.nf                | 21 ++++++-
 subworkflows/local/profiling.nf               | 19 +++++-
 13 files changed, 256 insertions(+), 5 deletions(-)
 create mode 100644 modules/nf-core/modules/motus/downloaddb/main.nf
 create mode 100644 modules/nf-core/modules/motus/downloaddb/meta.yml
 create mode 100644 modules/nf-core/modules/motus/profile/main.nf
 create mode 100644 modules/nf-core/modules/motus/profile/meta.yml
 create mode 100644 null/pipeline_info/execution_trace_2022-05-21_11-05-12.txt

diff --git a/conf/test.config b/conf/test.config
index c687a86..cf983ab 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -37,6 +37,7 @@ params {
     run_metaphlan3                        = true
     run_centrifuge                        = true
     run_diamond                           = true
+    run_motus                             = true
 }
 
 process {
diff --git a/conf/test_nopreprocessing.config b/conf/test_nopreprocessing.config
index e8d4ed9..7658a2d 100644
--- a/conf/test_nopreprocessing.config
+++ b/conf/test_nopreprocessing.config
@@ -37,6 +37,7 @@ params {
     run_metaphlan3                        = true
     run_centrifuge                        = true
     run_diamond                           = true
+    run_motus                             = true
 }
 
 process {
diff --git a/conf/test_noprofiling.config b/conf/test_noprofiling.config
index f908651..dffb44e 100644
--- a/conf/test_noprofiling.config
+++ b/conf/test_noprofiling.config
@@ -37,6 +37,7 @@ params {
     run_metaphlan3                        = false
     run_centrifuge                        = false
     run_diamond                           = false
+    run_motus                             = false
 }
 
 process {
diff --git a/modules.json b/modules.json
index a55c88b..2fc7203 100644
--- a/modules.json
+++ b/modules.json
@@ -60,6 +60,12 @@
             "minimap2/index": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
+            "motus/downloaddb": {
+                "git_sha": "6393a085c5fcea11963774c041808df169907487"
+            },
+            "motus/profile": {
+                "git_sha": "6b960f0e75bbb4d5bd301cd3875fa078d0eab4d1"
+            },
             "multiqc": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
@@ -80,4 +86,4 @@
             }
         }
     }
-}
+}
\ No newline at end of file
diff --git a/modules/nf-core/modules/motus/downloaddb/main.nf b/modules/nf-core/modules/motus/downloaddb/main.nf
new file mode 100644
index 0000000..317624b
--- /dev/null
+++ b/modules/nf-core/modules/motus/downloaddb/main.nf
@@ -0,0 +1,39 @@
+process MOTUS_DOWNLOADDB {
+    label 'process_low'
+
+    conda (params.enable_conda ? "bioconda::motus=3.0.1" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/motus:3.0.1--pyhdfd78af_0':
+        'quay.io/biocontainers/motus:3.0.1--pyhdfd78af_0' }"
+
+    input:
+    path motus_downloaddb_script
+
+    output:
+    path "db_mOTU/"                , emit: db
+    path "versions.yml"            , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args     = task.ext.args ?: ''
+    def software = "${motus_downloaddb_script.simpleName}_copy.py"
+    """
+    ## must copy script file to working directory,
+    ## otherwise the reference_db will be download to bin folder
+    ## other than current directory
+    cp $motus_downloaddb_script ${software}
+    python ${software} \\
+        $args \\
+        -t $task.cpus
+
+    ## mOTUs version number is not available from command line.
+    ## mOTUs save the version number in index database folder.
+    ## mOTUs will check the database version is same version as exec version.
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        mOTUs: \$(grep motus db_mOTU/db_mOTU_versions | sed 's/motus\\t//g')
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/motus/downloaddb/meta.yml b/modules/nf-core/modules/motus/downloaddb/meta.yml
new file mode 100644
index 0000000..64df5ee
--- /dev/null
+++ b/modules/nf-core/modules/motus/downloaddb/meta.yml
@@ -0,0 +1,39 @@
+name: "motus_downloaddb"
+description: Download the mOTUs database
+keywords:
+  - classify
+  - metagenomics
+  - fastq
+  - taxonomic profiling
+  - database
+  - download
+tools:
+  - "motus":
+      description: "The mOTU profiler is a computational tool that estimates relative taxonomic abundance of known and currently unknown microbial community members using metagenomic shotgun sequencing data."
+      homepage: "None"
+      documentation: "https://github.com/motu-tool/mOTUs/wiki"
+      tool_dev_url: "https://github.com/motu-tool/mOTUs"
+      doi: "10.1038/s41467-019-08844-4"
+      licence: "['GPL v3']"
+
+input:
+  - motus_downloaddb:
+      type: directory
+      description: |
+        The mOTUs downloadDB script source file.
+        It is the source file installed or
+        remote source in github such as https://raw.githubusercontent.com/motu-tool/mOTUs/master/motus/downloadDB.py
+      pattern: "downloadDB.py"
+
+output:
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+  - db:
+      type: directory
+      description: The mOTUs database directory
+      pattern: "db_mOTU"
+
+authors:
+  - "@jianhong"
diff --git a/modules/nf-core/modules/motus/profile/main.nf b/modules/nf-core/modules/motus/profile/main.nf
new file mode 100644
index 0000000..6a1acd3
--- /dev/null
+++ b/modules/nf-core/modules/motus/profile/main.nf
@@ -0,0 +1,54 @@
+process MOTUS_PROFILE {
+    tag "$meta.id"
+    label 'process_medium'
+
+    conda (params.enable_conda ? "bioconda::motus=3.0.1" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/motus:3.0.1--pyhdfd78af_0':
+        'quay.io/biocontainers/motus:3.0.1--pyhdfd78af_0' }"
+
+    input:
+    tuple val(meta), path(reads)
+    path db
+
+    output:
+    tuple val(meta), path("*.out"), emit: out
+    tuple val(meta), path("*.bam"), optional: true, emit: bam
+    tuple val(meta), path("*.mgc"), optional: true, emit: mgc
+    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.id}"
+    def inputs = reads[0].getExtension() == 'bam' ?
+                    "-i ${reads}" :
+                    reads[0].getExtension() == 'mgc' ? "-m $reads" :
+                        meta.single_end ?
+                            "-s $reads" : "-f ${reads[0]} -r ${reads[1]}"
+    def refdb = db ? "-db ${db}" : ""
+    """
+    motus profile \\
+        $args \\
+        $inputs \\
+        $refdb \\
+        -t $task.cpus \\
+        -n $prefix \\
+        -o ${prefix}.out
+
+    ## mOTUs version number is not available from command line.
+    ## mOTUs save the version number in index database folder.
+    ## mOTUs will check the database version is same version as exec version.
+    if [ "$db" == "" ]; then
+        VERSION=\$(echo \$(motus -h 2>&1) | sed 's/^.*Version: //; s/References.*\$//')
+    else
+        VERSION=\$(grep motus $db/db_mOTU_versions | sed 's/motus\\t//g')
+    fi
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        mOTUs: \$VERSION
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/motus/profile/meta.yml b/modules/nf-core/modules/motus/profile/meta.yml
new file mode 100644
index 0000000..19803bd
--- /dev/null
+++ b/modules/nf-core/modules/motus/profile/meta.yml
@@ -0,0 +1,61 @@
+name: "motus_profile"
+description: Taxonomic meta-omics profiling using universal marker genes
+keywords:
+  - classify
+  - metagenomics
+  - fastq
+  - taxonomic profiling
+tools:
+  - "motus":
+      description: "Marker gene-based OTU (mOTU) profiling"
+      homepage: "https://motu-tool.org/"
+      documentation: "https://github.com/motu-tool/mOTUs/wiki"
+      tool_dev_url: "https://github.com/motu-tool/mOTUs"
+      doi: "10.1038/s41467-019-08844-4"
+      licence: "['GPL v3']"
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - reads:
+      type: file
+      description: |
+        List of input fastq/fasta files of size 1 and 2 for single-end and paired-end data,
+        respectively.
+        Or the intermediate bam file mapped by bwa to the mOTUs database or
+        the output bam file from motus profile.
+        Or the intermediate mgc read counts table.
+      pattern: "*.{fastq,fq,fasta,fa,fastq.gz,fq.gz,fasta.gz,fa.gz,.bam,.mgc}"
+  - db:
+      type: directory
+      description: |
+        mOTUs database downloaded by `motus downloadDB`
+
+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"
+  - out:
+      type: file
+      description: Results with taxonomic classification of each read
+      pattern: "*.out"
+  - bam:
+      type: file
+      description: Optional intermediate sorted BAM file from BWA
+      pattern: "*.{bam}"
+  - mgc:
+      type: file
+      description: Optional intermediate mgc read count table file saved with `-M`.
+      pattern: "*.{mgc}"
+
+authors:
+  - "@jianhong"
diff --git a/nextflow.config b/nextflow.config
index 411e7a6..6c39ccd 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -116,6 +116,11 @@ params {
     // diamond
     run_diamond                = false
     diamond_output_format      = 'txt'
+
+    // mOTUs
+    run_motus                  = false
+    download_motus_db          = true
+    motus_downloaddb_script    = 'https://raw.githubusercontent.com/motu-tool/mOTUs/master/motus/downloadDB.py'
 }
 
 // Load base.config by default for all pipelines
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 74fab27..198a937 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -409,6 +409,17 @@
         "shortread_complexityfilter_fastp_threshold": {
             "type": "integer",
             "default": 30
+        },
+        "run_motus": {
+            "type": "boolean"
+        },
+        "download_motus_db": {
+            "type": "boolean"
+        },
+        "motus_downloaddb_script": {
+            "type": "string",
+            "default": "https://raw.githubusercontent.com/motu-tool/mOTUs/master/motus/downloadDB.py",
+            "description": "mOTUs database download script path."
         }
     }
 }
diff --git a/null/pipeline_info/execution_trace_2022-05-21_11-05-12.txt b/null/pipeline_info/execution_trace_2022-05-21_11-05-12.txt
new file mode 100644
index 0000000..6b739ac
--- /dev/null
+++ b/null/pipeline_info/execution_trace_2022-05-21_11-05-12.txt
@@ -0,0 +1 @@
+task_id	hash	native_id	name	status	exit	submit	duration	realtime	%cpu	peak_rss	peak_vmem	rchar	wchar
diff --git a/subworkflows/local/db_check.nf b/subworkflows/local/db_check.nf
index f3464d5..95eeefc 100644
--- a/subworkflows/local/db_check.nf
+++ b/subworkflows/local/db_check.nf
@@ -2,8 +2,9 @@
 // Check input samplesheet and get read channels
 //
 
-include { DATABASE_CHECK } from '../../modules/local/database_check'
-include { UNTAR          } from '../../modules/nf-core/modules/untar/main'
+include { DATABASE_CHECK   } from '../../modules/local/database_check'
+include { UNTAR            } from '../../modules/nf-core/modules/untar/main'
+include { MOTUS_DOWNLOADDB } from '../../modules/nf-core/modules/motus/downloaddb/main'
 
 workflow DB_CHECK {
     take:
@@ -20,6 +21,22 @@ workflow DB_CHECK {
         .splitCsv ( header:true, sep:',' )
         .map { create_db_channels(it) }
 
+    // Download database for mOTUs
+    if( params.run_motus ){
+        check_motus_db =
+            parsed_samplesheet.filter{ it[0].tool == "motus" }
+                .ifEmpty{[]}
+        if( params.download_motus_db ){
+            MOTUS_DOWNLOADDB( params.motus_downloaddb_script )
+            check_motus_db = MOTUS_DOWNLOADDB.out.db
+                .map{[
+                    [tool: "motus", db_name: "db_mOTU", db_params: ''],
+                    it
+                ]}
+        }
+        parsed_samplesheet = parsed_samplesheet.mix(check_motus_db)
+    }
+
     ch_dbs_for_untar = parsed_samplesheet
         .branch {
             untar: it[1].toString().endsWith(".tar.gz")
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 7fb3ce9..109598d 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -11,7 +11,7 @@ include { METAPHLAN3                  } from '../../modules/nf-core/modules/meta
 include { KAIJU_KAIJU                 } from '../../modules/nf-core/modules/kaiju/kaiju/main'
 include { KAIJU_KAIJU2TABLE           } from '../../modules/nf-core/modules/kaiju/kaiju2table/main'
 include { DIAMOND_BLASTX              } from '../../modules/nf-core/modules/diamond/blastx/main'
-
+include { MOTUS_PROFILE               } from '../../modules/nf-core/modules/motus/profile/main'
 
 workflow PROFILING {
     take:
@@ -44,6 +44,7 @@ workflow PROFILING {
                 centrifuge: it[2]['tool'] == 'centrifuge'
                 kaiju: it[2]['tool'] == 'kaiju'
                 diamond: it[2]['tool'] == 'diamond'
+                motus: it[2]['tool'] == 'motus'
                 unknown: true
             }
 
@@ -186,9 +187,23 @@ workflow PROFILING {
 
     }
 
+    if ( params.run_motus ) {
+
+        ch_input_for_motus = ch_input_for_profiling.motus
+                                .multiMap {
+                                    it ->
+                                        reads: [it[0] + it[2], it[1]]
+                                        db: it[3]
+                                }
+
+        MOTUS_PROFILE ( ch_input_for_motus.reads, ch_input_for_motus.db )
+        ch_versions        = ch_versions.mix( MOTUS_PROFILE.out.versions.first() )
+        ch_raw_profiles    = ch_raw_profiles.mix( MOTUS_PROFILE.out.out )
+
+    }
+
     emit:
     profiles = ch_raw_profiles    // channel: [ val(meta), [ reads ] ] - should be text files or biom
     versions = ch_versions          // channel: [ versions.yml ]
     mqc      = ch_multiqc_files
 }
-

From 4b3216c1cb494c8110c361df25524f7515cc531e Mon Sep 17 00:00:00 2001
From: JIANHONG OU <jianhong@users.noreply.github.com>
Date: Tue, 24 May 2022 08:42:18 -0400
Subject: [PATCH 218/372] filter fasta inputs for mOTUs; fix the typo for
 nopreprocessing in nextflow.config.

---
 nextflow.config                 | 2 +-
 subworkflows/local/profiling.nf | 4 ++++
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/nextflow.config b/nextflow.config
index 6c39ccd..a8240d1 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -192,7 +192,7 @@ profiles {
     test      { includeConfig 'conf/test.config'      }
     test_full { includeConfig 'conf/test_full.config' }
     test_noprofiling { includeConfig 'conf/test_noprofiling.config' }
-    test_nopreprocessing { includeConfig 'conf/test_preprocessing.config' }
+    test_nopreprocessing { includeConfig 'conf/test_nopreprocessing.config' }
 }
 
 // Load igenomes.config if required
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 109598d..2813bc7 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -190,6 +190,10 @@ workflow PROFILING {
     if ( params.run_motus ) {
 
         ch_input_for_motus = ch_input_for_profiling.motus
+                                .filter{
+                                    if (it[0].is_fasta) log.warn "[nf-core/taxprofiler] mOTUs currently does not accept FASTA files as input. Skipping mOTUs for sample ${it[0].id}."
+                                    !it[0].is_fasta
+                                }
                                 .multiMap {
                                     it ->
                                         reads: [it[0] + it[2], it[1]]

From f14141574e15b83165507c2223e17fd927d70018 Mon Sep 17 00:00:00 2001
From: JIANHONG OU <jianhong@users.noreply.github.com>
Date: Wed, 25 May 2022 08:03:23 -0400
Subject: [PATCH 219/372] fix the end line issue for modules.json

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

diff --git a/modules.json b/modules.json
index 2fc7203..d4172ae 100644
--- a/modules.json
+++ b/modules.json
@@ -86,4 +86,4 @@
             }
         }
     }
-}
\ No newline at end of file
+}

From 74b48f091947e10de18d5f2565e9d0ac50be665e Mon Sep 17 00:00:00 2001
From: ZandraFagernas <47026226+ZandraFagernas@users.noreply.github.com>
Date: Sat, 28 May 2022 13:29:24 +0200
Subject: [PATCH 220/372] Add files via upload

---
 docs/images/taxprofiler_logo.svg | 3223 ++++++++++++++++++++++++++++++
 1 file changed, 3223 insertions(+)
 create mode 100644 docs/images/taxprofiler_logo.svg

diff --git a/docs/images/taxprofiler_logo.svg b/docs/images/taxprofiler_logo.svg
new file mode 100644
index 0000000..0cb901d
--- /dev/null
+++ b/docs/images/taxprofiler_logo.svg
@@ -0,0 +1,3223 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!-- Created with Inkscape (http://www.inkscape.org/) -->
+
+<svg
+   width="210mm"
+   height="297mm"
+   viewBox="0 0 210 297"
+   version="1.1"
+   id="svg5"
+   inkscape:version="1.1.1 (c3084ef, 2021-09-22)"
+   sodipodi:docname="taxprofiler_logo.svg"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns:xlink="http://www.w3.org/1999/xlink"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:svg="http://www.w3.org/2000/svg">
+  <sodipodi:namedview
+     id="namedview7"
+     pagecolor="#ffffff"
+     bordercolor="#666666"
+     borderopacity="1.0"
+     inkscape:pageshadow="2"
+     inkscape:pageopacity="0.0"
+     inkscape:pagecheckerboard="0"
+     inkscape:document-units="mm"
+     showgrid="false"
+     inkscape:zoom="0.74539603"
+     inkscape:cx="254.22727"
+     inkscape:cy="609.0722"
+     inkscape:window-width="1440"
+     inkscape:window-height="734"
+     inkscape:window-x="0"
+     inkscape:window-y="25"
+     inkscape:window-maximized="0"
+     inkscape:current-layer="layer1">
+    <inkscape:grid
+       type="xygrid"
+       id="grid3498" />
+  </sodipodi:namedview>
+  <defs
+     id="defs2">
+    <inkscape:path-effect
+       effect="bspline"
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+       is_visible="true"
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From 77da358e87818381006f6f009f3a8c9036295f8a Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 31 May 2022 12:45:38 +0200
Subject: [PATCH 221/372] Separate dark and light mode logos, add to README and
 add to MQC report

---
 README.md                                     |    2 +-
 assets/multiqc_config.yml                     |    4 +
 docs/images/nf-core-taxprofiler_icon.png      |  Bin 0 -> 134012 bytes
 docs/images/nf-core-taxprofiler_icon.svg      |  444 ++++
 .../nf-core-taxprofiler_logo_custom_dark.png  |  Bin 0 -> 398775 bytes
 .../nf-core-taxprofiler_logo_custom_dark.svg  | 2302 ++++++++++++++++
 .../nf-core-taxprofiler_logo_custom_light.png |  Bin 0 -> 443259 bytes
 .../nf-core-taxprofiler_logo_custom_light.svg | 2305 +++++++++++++++++
 workflows/taxprofiler.nf                      |    3 +
 9 files changed, 5059 insertions(+), 1 deletion(-)
 create mode 100644 docs/images/nf-core-taxprofiler_icon.png
 create mode 100644 docs/images/nf-core-taxprofiler_icon.svg
 create mode 100644 docs/images/nf-core-taxprofiler_logo_custom_dark.png
 create mode 100644 docs/images/nf-core-taxprofiler_logo_custom_dark.svg
 create mode 100644 docs/images/nf-core-taxprofiler_logo_custom_light.png
 create mode 100644 docs/images/nf-core-taxprofiler_logo_custom_light.svg

diff --git a/README.md b/README.md
index 722cccb..7f3932c 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# ![nf-core/taxprofiler](docs/images/nf-core-taxprofiler_logo_light.png#gh-light-mode-only) ![nf-core/taxprofiler](docs/images/nf-core-taxprofiler_logo_dark.png#gh-dark-mode-only)
+# ![nf-core/taxprofiler](docs/images/nf-core-taxprofiler_logo_custom_light.png#gh-light-mode-only) ![nf-core/taxprofiler](docs/images/nf-core-taxprofiler_logo_custom_dark.png#gh-dark-mode-only)
 
 [![GitHub Actions CI Status](https://github.com/nf-core/taxprofiler/workflows/nf-core%20CI/badge.svg)](https://github.com/nf-core/taxprofiler/actions?query=workflow%3A%22nf-core+CI%22)
 [![GitHub Actions Linting Status](https://github.com/nf-core/taxprofiler/workflows/nf-core%20linting/badge.svg)](https://github.com/nf-core/taxprofiler/actions?query=workflow%3A%22nf-core+linting%22)
diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index b0a0b1c..438fb42 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -9,3 +9,7 @@ report_section_order:
     order: -1001
 
 export_plots: true
+
+custom_logo: "nf-core-taxprofiler_logo_custom_light.png"
+custom_logo_url: https://nf-co.re/taxprofiler
+custom_logo_title: "nf-core/taxprofiler"
diff --git a/docs/images/nf-core-taxprofiler_icon.png b/docs/images/nf-core-taxprofiler_icon.png
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diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index b8b953b..2b78573 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -87,6 +87,7 @@ def multiqc_report = []
 workflow TAXPROFILER {
 
     ch_versions = Channel.empty()
+    ch_taxprofiler_logo = Channel.fromPath("$projectDir/docs/images/nf-core-taxprofiler_logo_custom_light.png")
 
     /*
         SUBWORKFLOW: Read in samplesheet, validate and stage input files
@@ -224,6 +225,8 @@ workflow TAXPROFILER {
     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_files = ch_multiqc_files.mix(ch_taxprofiler_logo.ifEmpty([]))
+
     if (params.perform_shortread_clipmerge) {
         ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) )
     }

From 792e2d019b94eb0d1f43da355350f8a066ecf0a2 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 31 May 2022 13:06:48 +0200
Subject: [PATCH 222/372] Fix merge error in schema

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

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 179daea..c38e5d1 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -427,5 +427,6 @@
         "longread_qc_targetnbases": {
             "type": "integer",
             "default": 500000000
+        }
     }
 }

From e916c91de3306518fab7f5b3d1773e7cbe86aea8 Mon Sep 17 00:00:00 2001
From: JIANHONG OU <jianhong@users.noreply.github.com>
Date: Tue, 31 May 2022 07:57:15 -0400
Subject: [PATCH 223/372] Delete null/pipeline_info directory

---
 null/pipeline_info/execution_trace_2022-05-21_11-05-12.txt | 1 -
 1 file changed, 1 deletion(-)
 delete mode 100644 null/pipeline_info/execution_trace_2022-05-21_11-05-12.txt

diff --git a/null/pipeline_info/execution_trace_2022-05-21_11-05-12.txt b/null/pipeline_info/execution_trace_2022-05-21_11-05-12.txt
deleted file mode 100644
index 6b739ac..0000000
--- a/null/pipeline_info/execution_trace_2022-05-21_11-05-12.txt
+++ /dev/null
@@ -1 +0,0 @@
-task_id	hash	native_id	name	status	exit	submit	duration	realtime	%cpu	peak_rss	peak_vmem	rchar	wchar

From 4d77b47e8d3400c6f348afcf8a2c8c653d1fd8e4 Mon Sep 17 00:00:00 2001
From: JIANHONG OU <jianhong@users.noreply.github.com>
Date: Tue, 31 May 2022 08:47:38 -0400
Subject: [PATCH 224/372] create a new test profile config for mOTUs.

---
 .github/workflows/ci.yml         |  4 +++-
 conf/test.config                 |  2 +-
 conf/test_motus.config           | 41 ++++++++++++++++++++++++++++++++
 conf/test_nopreprocessing.config |  2 +-
 docs/usage.md                    |  9 +++++++
 nextflow.config                  |  1 +
 6 files changed, 56 insertions(+), 3 deletions(-)
 create mode 100644 conf/test_motus.config

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 689a193..01c5535 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -42,6 +42,8 @@ jobs:
           - "--perform_runmerging"
           - "--perform_runmerging --shortread_clipmerge_mergepairs"
           - "--shortread_complexityfilter false --perform_shortread_hostremoval"
+        # Test different profiles
+        profile: ["test", "test_motus"]
 
     steps:
       - name: Check out pipeline code
@@ -70,4 +72,4 @@ jobs:
         # For example: adding multiple test runs with different parameters
         # Remember that you can parallelise this by using strategy.matrix
         run: |
-          nextflow run ${GITHUB_WORKSPACE} -profile test,docker --outdir ./results ${{ matrix.parameters }}
+          nextflow run ${GITHUB_WORKSPACE} -profile ${{ matrix.profile }},docker --outdir ./results ${{ matrix.parameters }}
diff --git a/conf/test.config b/conf/test.config
index cf983ab..3a6d265 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -37,7 +37,7 @@ params {
     run_metaphlan3                        = true
     run_centrifuge                        = true
     run_diamond                           = true
-    run_motus                             = true
+    run_motus                             = false
 }
 
 process {
diff --git a/conf/test_motus.config b/conf/test_motus.config
new file mode 100644
index 0000000..c645154
--- /dev/null
+++ b/conf/test_motus.config
@@ -0,0 +1,41 @@
+/*
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+    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/taxprofiler -profile test,<docker/singularity> --outdir <OUTDIR>
+
+----------------------------------------------------------------------------------------
+*/
+
+params {
+    config_profile_name        = 'mOTUs Test profile'
+    config_profile_description = 'Minimal test to check mOTUs 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 nf-core: Specify the paths to your test data on nf-core/test-datasets
+    // TODO nf-core: Give any required params for the test so that command line flags are not needed
+    input                                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
+    databases                             = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
+    perform_shortread_clipmerge           = false
+    perform_longread_clip                 = false
+    perform_shortread_complexityfilter    = false
+    perform_shortread_hostremoval         = false
+    perform_longread_hostremoval          = false
+    perform_runmerging                    = false
+    hostremoval_reference                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/homo_sapiens/genome/genome.fasta'
+    run_kaiju                             = false
+    run_kraken2                           = false
+    run_malt                              = false
+    run_metaphlan3                        = false
+    run_centrifuge                        = false
+    run_diamond                           = false
+    run_motus                             = true
+}
diff --git a/conf/test_nopreprocessing.config b/conf/test_nopreprocessing.config
index 7658a2d..e52319f 100644
--- a/conf/test_nopreprocessing.config
+++ b/conf/test_nopreprocessing.config
@@ -37,7 +37,7 @@ params {
     run_metaphlan3                        = true
     run_centrifuge                        = true
     run_diamond                           = true
-    run_motus                             = true
+    run_motus                             = false
 }
 
 process {
diff --git a/docs/usage.md b/docs/usage.md
index 54ffce0..3172b30 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -77,6 +77,7 @@ kraken2,db1,,/<path>/<to>/kraken2/testdb-kraken2.tar.gz
 kraken2,db2,--quick,/<path>/<to>/kraken2/testdb-kraken2.tar.gz
 centrifuge,db1,,/<path>/<to>/centrifuge/minigut_cf.tar.gz
 metaphlan3,db1,,/<path>/<to>/metaphlan3/metaphlan_database/
+motus,db_mOTU,,/<path>/<to>/motus/motus_database/
 ```
 
 Column specifications are as follows:
@@ -131,6 +132,14 @@ Expected (uncompressed) database files for each tool are as follows:
 - **DIAMOND** output of `diamond makedb`. Note: requires building with taxonomy files
   to generate taxonomic profile. See [DIAMOND documentation](https://github.com/bbuchfink/diamond/wiki/3.-Command-line-options#makedb-options). A file named:
   - `<database_name>.dmnd`
+- **mOTUs** is composed of code and database together. The mOTUs tools
+  [`downloadDB`](https://github.com/motu-tool/mOTUs/blob/master/motus/downloadDB.py)
+  is used to prepare the mOTUs database and create a file with the version information.
+  The database download step can be time consuming and the database will be consisting
+  with same release version of the mOTUs tools. The database for same version tools
+  can be thus reused for multiple runs. Users can download the database once and
+  assign the database with the table. User can also set the parameter
+  `download_motus_db` and let the pipeline download the database automatically.
 
 ## Running the pipeline
 
diff --git a/nextflow.config b/nextflow.config
index 524c249..98e6cc5 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -193,6 +193,7 @@ profiles {
     test_full { includeConfig 'conf/test_full.config' }
     test_noprofiling { includeConfig 'conf/test_noprofiling.config' }
     test_nopreprocessing { includeConfig 'conf/test_nopreprocessing.config' }
+    test_motus { includeConfig 'conf/test_motus.config' }
 }
 
 // Load igenomes.config if required

From f0eb88cbe265e8f4a83577bcba10b614659605f8 Mon Sep 17 00:00:00 2001
From: JIANHONG OU <jianhong@users.noreply.github.com>
Date: Tue, 31 May 2022 08:57:00 -0400
Subject: [PATCH 225/372] add mOTUs to modules.config

---
 conf/modules.config | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/conf/modules.config b/conf/modules.config
index 5d8398e..c2a3d85 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -337,6 +337,20 @@ process {
         ]
     }
 
+    withName: MOTUS_DOWNLOADDB {
+        publishDir = [
+            path: { "${params.outdir}/motus/db/${meta.db_name}" },
+            mode: params.publish_dir_mode
+        ]
+    }
+
+    withName: MOTUS_PROFILE {
+        publishDir = [
+            path: { "${params.outdir}/motus/${meta.db_name}" },
+            mode: params.publish_dir_mode
+        ]
+    }
+
     withName: CUSTOM_DUMPSOFTWAREVERSIONS {
         publishDir = [
             path: { "${params.outdir}/pipeline_info" },

From 16ec5bf74af50fbdcf675463d6ab030ae00d56b7 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 31 May 2022 20:11:19 +0200
Subject: [PATCH 226/372] Update parameter names

---
 conf/modules.config                      | 8 ++++----
 conf/test_nopreprocessing.config         | 4 ++--
 conf/test_noprofiling.config             | 4 ++--
 modules.json                             | 2 +-
 modules/nf-core/modules/filtlong/main.nf | 7 ++++---
 workflows/taxprofiler.nf                 | 6 +++---
 6 files changed, 16 insertions(+), 15 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 797a209..164fe91 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -54,7 +54,7 @@ process {
             params.shortread_qc_skipadaptertrim ? "--disable_adapter_trimming" : "",
             params.shortread_qc_adapter1 ? "--adapter_sequence ${params.shortread_qc_adapter1}" : "",
             // filtering options
-            "--length_required ${params.shortread_clipmerge_minlength}",
+            "--length_required ${params.shortread_qc_minlength}",
             (params.perform_shortread_complexityfilter && params.shortread_complexityfilter_tool == 'fastp') ? "--low_complexity_filter --complexity_threshold ${params.shortread_complexityfilter_fastp_threshold}" : ''
         ].join(' ').trim()
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
@@ -75,7 +75,7 @@ process {
             params.shortread_qc_adapter1 ? "--adapter_sequence ${params.shortread_qc_adapter1}" : "",
             params.shortread_qc_adapter2 ? "--adapter_sequence_r2 ${params.shortread_qc_adapter2}" : "--detect_adapter_for_pe",
             // filtering options
-            "--length_required ${params.shortread_clipmerge_minlength}",
+            "--length_required ${params.shortread_qc_minlength}",
             params.perform_shortread_complexityfilter && params.shortread_complexityfilter_tool == 'fastp' ? "--low_complexity_filter --complexity_threshold ${params.shortread_complexityfilter_fastp_threshold}" : ''
         ].join(' ').trim()
         ext.prefix = { "${meta.id}_${meta.run_accession}" }
@@ -141,9 +141,9 @@ process {
             "--target_bases ${params.longread_qc_targetnbases}"
         ]
         .join(' ').trim()
-        ext.prefix = { "${meta.id}_${meta.run_accession}" }
+        ext.prefix = { "${meta.id}_${meta.run_accession}_filtered" }
         publishDir = [
-            path: { "${params.outdir}/porechop" },
+            path: { "${params.outdir}/filtlong" },
             mode: params.publish_dir_mode,
             pattern: '*.fastq.gz',
             enabled: params.save_preprocessed_reads
diff --git a/conf/test_nopreprocessing.config b/conf/test_nopreprocessing.config
index e8d4ed9..60cdde8 100644
--- a/conf/test_nopreprocessing.config
+++ b/conf/test_nopreprocessing.config
@@ -24,8 +24,8 @@ params {
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
     input                                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
     databases                             = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
-    perform_shortread_clipmerge           = false
-    perform_longread_clip                 = false
+    perform_shortread_qc                  = false
+    perform_longread_qc                   = false
     perform_shortread_complexityfilter    = false
     perform_shortread_hostremoval         = false
     perform_longread_hostremoval          = false
diff --git a/conf/test_noprofiling.config b/conf/test_noprofiling.config
index f908651..379aaae 100644
--- a/conf/test_noprofiling.config
+++ b/conf/test_noprofiling.config
@@ -24,8 +24,8 @@ params {
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
     input                                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
     databases                             = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
-    perform_shortread_clipmerge           = true
-    perform_longread_clip                 = true
+    perform_shortread_qc                  = true
+    perform_longread_qc                   = true
     perform_shortread_complexityfilter    = true
     perform_shortread_hostremoval         = true
     perform_longread_hostremoval          = true
diff --git a/modules.json b/modules.json
index 9520707..b27939b 100644
--- a/modules.json
+++ b/modules.json
@@ -37,7 +37,7 @@
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
             "filtlong": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+                "git_sha": "723852bf3d3b12059b2f53da8bc055206f3019d7"
             },
             "kaiju/kaiju": {
                 "git_sha": "8856f127c58f6af479128be8b8df4d42e442ddbe"
diff --git a/modules/nf-core/modules/filtlong/main.nf b/modules/nf-core/modules/filtlong/main.nf
index 0e6fdd5..9dbf05b 100644
--- a/modules/nf-core/modules/filtlong/main.nf
+++ b/modules/nf-core/modules/filtlong/main.nf
@@ -11,7 +11,7 @@ process FILTLONG {
     tuple val(meta), path(shortreads), path(longreads)
 
     output:
-    tuple val(meta), path("${meta.id}_lr_filtlong.fastq.gz"), emit: reads
+    tuple val(meta), path("*.fastq.gz"), emit: reads
     path "versions.yml"                                     , emit: versions
 
     when:
@@ -20,13 +20,14 @@ process FILTLONG {
     script:
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.id}"
-    def short_reads = meta.single_end ? "-1 $shortreads" : "-1 ${shortreads[0]} -2 ${shortreads[1]}"
+    def short_reads = !shortreads ? "" : meta.single_end ? "-1 $shortreads" : "-1 ${shortreads[0]} -2 ${shortreads[1]}"
+    if ("$longreads" == "${prefix}.fastq.gz") error "Longread FASTQ input and output names are the same, set prefix in module configuration to disambiguate!"
     """
     filtlong \\
         $short_reads \\
         $args \\
         $longreads \\
-        | gzip -n > ${prefix}_lr_filtlong.fastq.gz
+        | gzip -n > ${prefix}.fastq.gz
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index a6ddaa3..1c48fd6 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -20,11 +20,11 @@ for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true
 if (params.input    ) { ch_input     = file(params.input)     } else { exit 1, 'Input samplesheet not specified!' }
 if (params.databases) { ch_databases = file(params.databases) } else { exit 1, 'Input database sheet not specified!' }
 
-if (params.shortread_clipmerge_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
-if (params.shortread_clipmerge_excludeunmerged && !params.shortread_clipmerge_mergepairs) exit 1, "ERROR: [nf-core/taxprofiler] cannot include unmerged reads when merging not turned on. Please specify --shortread_clipmerge_mergepairs"
+if (params.shortread_qc_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
+if (params.shortread_qc_excludeunmerged && !params.shortread_qc_mergepairs) exit 1, "ERROR: [nf-core/taxprofiler] cannot include unmerged reads when merging not turned on. Please specify --shortread_qc_mergepairs"
 if ( (params.longread_qc_run_clip || params.longread_qc_run_filter) & !params.perform_longread_qc ) exit 1, "ERROR: [nf-core/taxprofiler] --longread_qc_run_clip or --longread_qc_run_filter requested but quality-control not turned on. Please specify --perform_long_qc"
 
-if (params.shortread_complexityfilter_tool == 'fastp' && ( params.perform_shortread_clipmerge == false || params.shortread_clipmerge_tool != 'fastp' ))  exit 1, "ERROR: [nf-core/taxprofiler] cannot use fastp complexity filtering if preprocessing not turned on and/or tool is not fastp. Please specify --perform_shortread_clipmerge and/or --shortread_clipmerge_tool 'fastp'"
+if (params.shortread_complexityfilter_tool == 'fastp' && ( params.perform_shortread_qc == false || params.shortread_qc_tool != 'fastp' ))  exit 1, "ERROR: [nf-core/taxprofiler] cannot use fastp complexity filtering if preprocessing not turned on and/or tool is not fastp. Please specify --perform_shortread_qc and/or --shortread_qc_tool 'fastp'"
 
 if (params.perform_shortread_hostremoval && !params.hostremoval_reference) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval requested but no --hostremoval_reference FASTA supplied. Check input." }
 if (!params.hostremoval_reference && params.hostremoval_reference_index) { exit 1, "ERROR: [nf-core/taxprofiler] --shortread_hostremoval_index provided but no --hostremoval_reference FASTA supplied. Check input." }

From fa70a413cb85cc10c63b47195fbdb5b3c4e49192 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 31 May 2022 21:12:09 +0200
Subject: [PATCH 227/372] Use finally working filtlong module

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

diff --git a/modules.json b/modules.json
index b27939b..fe25bed 100644
--- a/modules.json
+++ b/modules.json
@@ -37,7 +37,7 @@
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
             "filtlong": {
-                "git_sha": "723852bf3d3b12059b2f53da8bc055206f3019d7"
+                "git_sha": "089f761f0bf79c4a486f1df9b6205f650196a2c1"
             },
             "kaiju/kaiju": {
                 "git_sha": "8856f127c58f6af479128be8b8df4d42e442ddbe"

From d3d28da1b18d60fa406e9c175f25d49396245084 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 2 Jun 2022 11:53:53 +0200
Subject: [PATCH 228/372] Update after review

---
 conf/modules.config  | 4 ++--
 conf/test.config     | 4 ++--
 nextflow.config      | 4 ++--
 nextflow_schema.json | 4 ++--
 4 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 164fe91..09b2ed9 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -137,8 +137,8 @@ process {
     withName: FILTLONG {
         ext.args = [
             "--min_length ${params.longread_qc_minlength}",
-            "--keep_percent ${params.longread_qc_keepbppercent}",
-            "--target_bases ${params.longread_qc_targetnbases}"
+            "--keep_percent ${params.longread_qc_keep_percent}",
+            "--target_bases ${params.longread_qc_target_bases}"
         ]
         .join(' ').trim()
         ext.prefix = { "${meta.id}_${meta.run_accession}_filtered" }
diff --git a/conf/test.config b/conf/test.config
index 6af771c..d6fc7fe 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -24,8 +24,8 @@ params {
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
     input                                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
     databases                             = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
-    perform_shortread_qc           = true
-    perform_longread_qc                 = false
+    perform_shortread_qc                  = true
+    perform_longread_qc                   = true
     perform_shortread_complexityfilter    = true
     perform_shortread_hostremoval         = true
     perform_longread_hostremoval          = true
diff --git a/nextflow.config b/nextflow.config
index 5e9b385..d8f80ab 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -68,8 +68,8 @@ params {
     longread_qc_run_clip             = false
     longread_qc_run_filter           = false
     longread_qc_minlength            = 1000
-    longread_qc_keepbppercent        = 90
-    longread_qc_targetnbases         = 500000000
+    longread_qc_keep_percent        = 90
+    longread_qc_target_bases         = 500000000
 
     save_preprocessed_reads          = false
 
diff --git a/nextflow_schema.json b/nextflow_schema.json
index c38e5d1..e3cc558 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -420,11 +420,11 @@
             "type": "integer",
             "default": 1000
         },
-        "longread_qc_keepbppercent": {
+        "longread_qc_keep_percent": {
             "type": "integer",
             "default": 90
         },
-        "longread_qc_targetnbases": {
+        "longread_qc_target_bases": {
             "type": "integer",
             "default": 500000000
         }

From 2838c136bda47ad24d36b5ebb174998d58c57348 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 2 Jun 2022 12:51:39 +0200
Subject: [PATCH 229/372] Prettier

---
 modules.json         |  2 +-
 nextflow_schema.json | 45 +++++++-------------------------------------
 2 files changed, 8 insertions(+), 39 deletions(-)

diff --git a/modules.json b/modules.json
index 5cad32e..9d918b3 100644
--- a/modules.json
+++ b/modules.json
@@ -80,4 +80,4 @@
             }
         }
     }
-}
\ No newline at end of file
+}
diff --git a/nextflow_schema.json b/nextflow_schema.json
index e7b495d..f0093b1 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -176,14 +173,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -295,10 +285,7 @@
         "shortread_clipmerge_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": [
-                "fastp",
-                "adapterremoval"
-            ]
+            "enum": ["fastp", "adapterremoval"]
         },
         "shortread_clipmerge_skipadaptertrim": {
             "type": "boolean"
@@ -340,10 +327,7 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": [
-                "entropy",
-                "dust"
-            ]
+            "enum": ["entropy", "dust"]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -399,14 +383,7 @@
         "kaiju_taxon_name": {
             "type": "string",
             "default": "species",
-            "enum": [
-                "phylum",
-                "class",
-                "order",
-                "family",
-                "genus",
-                "species"
-            ]
+            "enum": ["phylum", "class", "order", "family", "genus", "species"]
         },
         "run_diamond": {
             "type": "boolean"
@@ -414,15 +391,7 @@
         "diamond_output_format": {
             "type": "string",
             "default": "tsv",
-            "enum": [
-                "blast",
-                "xml",
-                "txt",
-                "daa",
-                "sam",
-                "tsv",
-                "paf"
-            ]
+            "enum": ["blast", "xml", "txt", "daa", "sam", "tsv", "paf"]
         },
         "longread_hostremoval_index": {
             "type": "string",
@@ -448,4 +417,4 @@
             "type": "boolean"
         }
     }
-}
\ No newline at end of file
+}

From 3313b90453ed0e4bf2571a28d1436427a05b90f7 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 3 Jun 2022 13:50:48 +0200
Subject: [PATCH 230/372] Fix JSOn schema

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

diff --git a/nextflow_schema.json b/nextflow_schema.json
index a82ff9e..2c00348 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -418,7 +418,7 @@
         "longread_qc_target_bases": {
             "type": "integer",
             "default": 500000000
-        }
+        },
         "malt_save_reads": {
             "type": "boolean"
         },

From d48b3be5a780d87b30c8f9ce189a062676cc601a Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 3 Jun 2022 13:55:17 +0200
Subject: [PATCH 231/372] Tweak DIAMOND save_reads message

---
 nextflow.config          | 2 +-
 workflows/taxprofiler.nf | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index 11cbfc0..e5b8a1d 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -124,7 +124,7 @@ params {
     // diamond
     run_diamond                = false
     diamond_output_format      = 'tsv'  // TSV is only format with taxonomic information apparently
-    diamond_save_reads         = false // this will override diamound output format so no taxonomic profile is generated!
+    diamond_save_reads         = false // this will override default diamond output format so no taxonomic profile is generated!
 }
 
 // Load base.config by default for all pipelines
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 6a05dbe..f29a366 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -33,7 +33,7 @@ if (params.hostremoval_reference           ) { ch_reference = file(params.hostre
 if (params.shortread_hostremoval_index     ) { ch_shortread_reference_index = file(params.shortread_hostremoval_index    ) } else { ch_shortread_reference_index = [] }
 if (params.longread_hostremoval_index      ) { ch_longread_reference_index  = file(params.longread_hostremoval_index     ) } else { ch_longread_reference_index  = [] }
 
-if (params.diamond_save_reads              ) log.warn "[nf-core/taxprofiler] DIAMOND only allows output of a single format. Only aligned reads in SAM format will be produced, no taxonomic profiles will be available."
+if (params.diamond_save_reads              ) log.warn "[nf-core/taxprofiler] DIAMOND only allows output of a single format. As --diamond_save_reads supplied, only aligned reads in SAM format will be produced, no taxonomic profiles will be available."
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

From c8a59adbceb8790c02f49a31e95a89347ed2fc04 Mon Sep 17 00:00:00 2001
From: JIANHONG OU <jianhong@users.noreply.github.com>
Date: Fri, 3 Jun 2022 14:13:58 -0400
Subject: [PATCH 232/372] remove the database auto-download for mOTUs.

---
 .github/workflows/ci.yml                      | 54 +++++++++++++++++--
 conf/modules.config                           |  7 ---
 conf/test_motus.config                        |  2 +-
 docs/usage.md                                 |  3 +-
 modules.json                                  |  3 --
 .../nf-core/modules/motus/downloaddb/main.nf  | 39 --------------
 .../nf-core/modules/motus/downloaddb/meta.yml | 39 --------------
 nextflow.config                               |  2 -
 nextflow_schema.json                          |  8 ---
 subworkflows/local/db_check.nf                | 17 ------
 10 files changed, 53 insertions(+), 121 deletions(-)
 delete mode 100644 modules/nf-core/modules/motus/downloaddb/main.nf
 delete mode 100644 modules/nf-core/modules/motus/downloaddb/meta.yml

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 16a39a6..0088181 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -42,8 +42,6 @@ jobs:
           - "--perform_runmerging"
           - "--perform_runmerging --shortread_qc_mergepairs"
           - "--shortread_complexityfilter false --perform_shortread_hostremoval"
-        # Test different profiles
-        profile: ["test", "test_motus"]
 
     steps:
       - name: Check out pipeline code
@@ -72,4 +70,54 @@ jobs:
         # For example: adding multiple test runs with different parameters
         # Remember that you can parallelise this by using strategy.matrix
         run: |
-          nextflow run ${GITHUB_WORKSPACE} -profile ${{ matrix.profile }},docker --outdir ./results ${{ matrix.parameters }}
+          nextflow run ${GITHUB_WORKSPACE} -profile test,docker --outdir ./results ${{ matrix.parameters }}
+
+  motus:
+      name: Test mOTUs with workflow parameters
+      if: ${{ github.event_name != 'push' || (github.event_name == 'push' && github.repository == 'nf-core/taxprofiler') }}
+      runs-on: ubuntu-latest
+      env:
+        NXF_VER: ${{ matrix.nxf_ver }}
+        NXF_ANSI_LOG: false
+      strategy:
+        matrix:
+          # Nextflow versions
+          include:
+            # Test pipeline minimum Nextflow version
+            - NXF_VER: "21.10.3"
+              NXF_EDGE: ""
+            # Test latest edge release of Nextflow
+            - NXF_VER: ""
+              NXF_EDGE: "1"
+
+      steps:
+        - name: Check out pipeline code
+          uses: actions/checkout@v2
+
+        - name: Install Nextflow
+          env:
+            NXF_VER: ${{ matrix.NXF_VER }}
+            # Uncomment only if the edge release is more recent than the latest stable release
+            # See https://github.com/nextflow-io/nextflow/issues/2467
+            # NXF_EDGE: ${{ matrix.NXF_EDGE }}
+          run: |
+            wget -qO- get.nextflow.io | bash
+            sudo mv nextflow /usr/local/bin/
+
+        - name: Show current locale
+          run: locale
+
+        - name: Set UTF-8 enabled locale
+          run: |
+            sudo locale-gen en_US.UTF-8
+            sudo update-locale LANG=en_US.UTF-8
+
+        - name: Prepare the database
+          run: |
+            wget https://github.com/motu-tool/mOTUs/blob/master/motus/downloadDB.py
+            python downloadDB.py
+            echo 'tool,db_name,db_params,db_path\nmotus,db_mOTU,,db_mOTU' > 'database_motus.csv'
+
+        - name: Run pipeline with test data
+          run: |
+            nextflow run ${GITHUB_WORKSPACE} -profile test_motus,docker --outdir ./results --databases ./database_motus.csv
diff --git a/conf/modules.config b/conf/modules.config
index 1e7c260..66967e2 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -353,13 +353,6 @@ process {
         ]
     }
 
-    withName: MOTUS_DOWNLOADDB {
-        publishDir = [
-            path: { "${params.outdir}/motus/db/${meta.db_name}" },
-            mode: params.publish_dir_mode
-        ]
-    }
-
     withName: MOTUS_PROFILE {
         publishDir = [
             path: { "${params.outdir}/motus/${meta.db_name}" },
diff --git a/conf/test_motus.config b/conf/test_motus.config
index c645154..9d39ad4 100644
--- a/conf/test_motus.config
+++ b/conf/test_motus.config
@@ -23,7 +23,7 @@ params {
     // TODO nf-core: Specify the paths to your test data on nf-core/test-datasets
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
     input                                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
-    databases                             = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
+    databases                             = 'database_motus.csv'
     perform_shortread_clipmerge           = false
     perform_longread_clip                 = false
     perform_shortread_complexityfilter    = false
diff --git a/docs/usage.md b/docs/usage.md
index b43ae12..ea21e54 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -138,8 +138,7 @@ Expected (uncompressed) database files for each tool are as follows:
   The database download step can be time consuming and the database will be consisting
   with same release version of the mOTUs tools. The database for same version tools
   can be thus reused for multiple runs. Users can download the database once and
-  assign the database with the table. User can also set the parameter
-  `download_motus_db` and let the pipeline download the database automatically.
+  assign the database with the table.
 
 ## Running the pipeline
 
diff --git a/modules.json b/modules.json
index 3e4dd9b..758ac22 100644
--- a/modules.json
+++ b/modules.json
@@ -63,9 +63,6 @@
             "minimap2/index": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
-            "motus/downloaddb": {
-                "git_sha": "6393a085c5fcea11963774c041808df169907487"
-            },
             "motus/profile": {
                 "git_sha": "6b960f0e75bbb4d5bd301cd3875fa078d0eab4d1"
             },
diff --git a/modules/nf-core/modules/motus/downloaddb/main.nf b/modules/nf-core/modules/motus/downloaddb/main.nf
deleted file mode 100644
index 317624b..0000000
--- a/modules/nf-core/modules/motus/downloaddb/main.nf
+++ /dev/null
@@ -1,39 +0,0 @@
-process MOTUS_DOWNLOADDB {
-    label 'process_low'
-
-    conda (params.enable_conda ? "bioconda::motus=3.0.1" : null)
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/motus:3.0.1--pyhdfd78af_0':
-        'quay.io/biocontainers/motus:3.0.1--pyhdfd78af_0' }"
-
-    input:
-    path motus_downloaddb_script
-
-    output:
-    path "db_mOTU/"                , emit: db
-    path "versions.yml"            , emit: versions
-
-    when:
-    task.ext.when == null || task.ext.when
-
-    script:
-    def args     = task.ext.args ?: ''
-    def software = "${motus_downloaddb_script.simpleName}_copy.py"
-    """
-    ## must copy script file to working directory,
-    ## otherwise the reference_db will be download to bin folder
-    ## other than current directory
-    cp $motus_downloaddb_script ${software}
-    python ${software} \\
-        $args \\
-        -t $task.cpus
-
-    ## mOTUs version number is not available from command line.
-    ## mOTUs save the version number in index database folder.
-    ## mOTUs will check the database version is same version as exec version.
-    cat <<-END_VERSIONS > versions.yml
-    "${task.process}":
-        mOTUs: \$(grep motus db_mOTU/db_mOTU_versions | sed 's/motus\\t//g')
-    END_VERSIONS
-    """
-}
diff --git a/modules/nf-core/modules/motus/downloaddb/meta.yml b/modules/nf-core/modules/motus/downloaddb/meta.yml
deleted file mode 100644
index 64df5ee..0000000
--- a/modules/nf-core/modules/motus/downloaddb/meta.yml
+++ /dev/null
@@ -1,39 +0,0 @@
-name: "motus_downloaddb"
-description: Download the mOTUs database
-keywords:
-  - classify
-  - metagenomics
-  - fastq
-  - taxonomic profiling
-  - database
-  - download
-tools:
-  - "motus":
-      description: "The mOTU profiler is a computational tool that estimates relative taxonomic abundance of known and currently unknown microbial community members using metagenomic shotgun sequencing data."
-      homepage: "None"
-      documentation: "https://github.com/motu-tool/mOTUs/wiki"
-      tool_dev_url: "https://github.com/motu-tool/mOTUs"
-      doi: "10.1038/s41467-019-08844-4"
-      licence: "['GPL v3']"
-
-input:
-  - motus_downloaddb:
-      type: directory
-      description: |
-        The mOTUs downloadDB script source file.
-        It is the source file installed or
-        remote source in github such as https://raw.githubusercontent.com/motu-tool/mOTUs/master/motus/downloadDB.py
-      pattern: "downloadDB.py"
-
-output:
-  - versions:
-      type: file
-      description: File containing software versions
-      pattern: "versions.yml"
-  - db:
-      type: directory
-      description: The mOTUs database directory
-      pattern: "db_mOTU"
-
-authors:
-  - "@jianhong"
diff --git a/nextflow.config b/nextflow.config
index 0ddd5c1..7f9f4c1 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -126,8 +126,6 @@ params {
 
     // mOTUs
     run_motus                  = false
-    download_motus_db          = true
-    motus_downloaddb_script    = 'https://raw.githubusercontent.com/motu-tool/mOTUs/master/motus/downloadDB.py'
 }
 
 // Load base.config by default for all pipelines
diff --git a/nextflow_schema.json b/nextflow_schema.json
index fc0d9e3..b380b84 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -430,14 +430,6 @@
         },
         "run_motus": {
             "type": "boolean"
-        },
-        "download_motus_db": {
-            "type": "boolean"
-        },
-        "motus_downloaddb_script": {
-            "type": "string",
-            "default": "https://raw.githubusercontent.com/motu-tool/mOTUs/master/motus/downloadDB.py",
-            "description": "mOTUs database download script path."
         }
     }
 }
diff --git a/subworkflows/local/db_check.nf b/subworkflows/local/db_check.nf
index 95eeefc..7b440c6 100644
--- a/subworkflows/local/db_check.nf
+++ b/subworkflows/local/db_check.nf
@@ -4,7 +4,6 @@
 
 include { DATABASE_CHECK   } from '../../modules/local/database_check'
 include { UNTAR            } from '../../modules/nf-core/modules/untar/main'
-include { MOTUS_DOWNLOADDB } from '../../modules/nf-core/modules/motus/downloaddb/main'
 
 workflow DB_CHECK {
     take:
@@ -21,22 +20,6 @@ workflow DB_CHECK {
         .splitCsv ( header:true, sep:',' )
         .map { create_db_channels(it) }
 
-    // Download database for mOTUs
-    if( params.run_motus ){
-        check_motus_db =
-            parsed_samplesheet.filter{ it[0].tool == "motus" }
-                .ifEmpty{[]}
-        if( params.download_motus_db ){
-            MOTUS_DOWNLOADDB( params.motus_downloaddb_script )
-            check_motus_db = MOTUS_DOWNLOADDB.out.db
-                .map{[
-                    [tool: "motus", db_name: "db_mOTU", db_params: ''],
-                    it
-                ]}
-        }
-        parsed_samplesheet = parsed_samplesheet.mix(check_motus_db)
-    }
-
     ch_dbs_for_untar = parsed_samplesheet
         .branch {
             untar: it[1].toString().endsWith(".tar.gz")

From 22f65eedc7054363d84f029851c17efa78567a15 Mon Sep 17 00:00:00 2001
From: JIANHONG OU <jianhong@users.noreply.github.com>
Date: Fri, 3 Jun 2022 14:16:25 -0400
Subject: [PATCH 233/372] fix the download address for downloadDB for mOTUs.

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

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 0088181..61911a8 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -114,7 +114,7 @@ jobs:
 
         - name: Prepare the database
           run: |
-            wget https://github.com/motu-tool/mOTUs/blob/master/motus/downloadDB.py
+            wget https://raw.githubusercontent.com/motu-tool/mOTUs/master/motus/downloadDB.py
             python downloadDB.py
             echo 'tool,db_name,db_params,db_path\nmotus,db_mOTU,,db_mOTU' > 'database_motus.csv'
 

From 3cd3d2dad365558df2a71d7afc19820304e8c2f4 Mon Sep 17 00:00:00 2001
From: JIANHONG OU <jianhong@users.noreply.github.com>
Date: Fri, 3 Jun 2022 14:38:59 -0400
Subject: [PATCH 234/372] prettier write .

---
 .github/workflows/ci.yml | 84 ++++++++++++++++++++--------------------
 1 file changed, 42 insertions(+), 42 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 61911a8..c018947 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -73,51 +73,51 @@ jobs:
           nextflow run ${GITHUB_WORKSPACE} -profile test,docker --outdir ./results ${{ matrix.parameters }}
 
   motus:
-      name: Test mOTUs with workflow parameters
-      if: ${{ github.event_name != 'push' || (github.event_name == 'push' && github.repository == 'nf-core/taxprofiler') }}
-      runs-on: ubuntu-latest
-      env:
-        NXF_VER: ${{ matrix.nxf_ver }}
-        NXF_ANSI_LOG: false
-      strategy:
-        matrix:
-          # Nextflow versions
-          include:
-            # Test pipeline minimum Nextflow version
-            - NXF_VER: "21.10.3"
-              NXF_EDGE: ""
-            # Test latest edge release of Nextflow
-            - NXF_VER: ""
-              NXF_EDGE: "1"
+    name: Test mOTUs with workflow parameters
+    if: ${{ github.event_name != 'push' || (github.event_name == 'push' && github.repository == 'nf-core/taxprofiler') }}
+    runs-on: ubuntu-latest
+    env:
+      NXF_VER: ${{ matrix.nxf_ver }}
+      NXF_ANSI_LOG: false
+    strategy:
+      matrix:
+        # Nextflow versions
+        include:
+          # Test pipeline minimum Nextflow version
+          - NXF_VER: "21.10.3"
+            NXF_EDGE: ""
+          # Test latest edge release of Nextflow
+          - NXF_VER: ""
+            NXF_EDGE: "1"
 
-      steps:
-        - name: Check out pipeline code
-          uses: actions/checkout@v2
+    steps:
+      - name: Check out pipeline code
+        uses: actions/checkout@v2
 
-        - name: Install Nextflow
-          env:
-            NXF_VER: ${{ matrix.NXF_VER }}
-            # Uncomment only if the edge release is more recent than the latest stable release
-            # See https://github.com/nextflow-io/nextflow/issues/2467
-            # NXF_EDGE: ${{ matrix.NXF_EDGE }}
-          run: |
-            wget -qO- get.nextflow.io | bash
-            sudo mv nextflow /usr/local/bin/
+      - name: Install Nextflow
+        env:
+          NXF_VER: ${{ matrix.NXF_VER }}
+          # Uncomment only if the edge release is more recent than the latest stable release
+          # See https://github.com/nextflow-io/nextflow/issues/2467
+          # NXF_EDGE: ${{ matrix.NXF_EDGE }}
+        run: |
+          wget -qO- get.nextflow.io | bash
+          sudo mv nextflow /usr/local/bin/
 
-        - name: Show current locale
-          run: locale
+      - name: Show current locale
+        run: locale
 
-        - name: Set UTF-8 enabled locale
-          run: |
-            sudo locale-gen en_US.UTF-8
-            sudo update-locale LANG=en_US.UTF-8
+      - name: Set UTF-8 enabled locale
+        run: |
+          sudo locale-gen en_US.UTF-8
+          sudo update-locale LANG=en_US.UTF-8
 
-        - name: Prepare the database
-          run: |
-            wget https://raw.githubusercontent.com/motu-tool/mOTUs/master/motus/downloadDB.py
-            python downloadDB.py
-            echo 'tool,db_name,db_params,db_path\nmotus,db_mOTU,,db_mOTU' > 'database_motus.csv'
+      - name: Prepare the database
+        run: |
+          wget https://raw.githubusercontent.com/motu-tool/mOTUs/master/motus/downloadDB.py
+          python downloadDB.py > download_db_log.txt
+          echo 'tool,db_name,db_params,db_path\nmotus,db_mOTU,,db_mOTU' > 'database_motus.csv'
 
-        - name: Run pipeline with test data
-          run: |
-            nextflow run ${GITHUB_WORKSPACE} -profile test_motus,docker --outdir ./results --databases ./database_motus.csv
+      - name: Run pipeline with test data
+        run: |
+          nextflow run ${GITHUB_WORKSPACE} -profile test_motus,docker --outdir ./results --databases ./database_motus.csv

From 9fa6ecad56a11e85c02b547998445e3311618298 Mon Sep 17 00:00:00 2001
From: JIANHONG OU <jianhong@users.noreply.github.com>
Date: Fri, 3 Jun 2022 14:50:03 -0400
Subject: [PATCH 235/372] debug for database csv file

---
 .github/workflows/ci.yml | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index c018947..96f507c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -116,7 +116,11 @@ jobs:
         run: |
           wget https://raw.githubusercontent.com/motu-tool/mOTUs/master/motus/downloadDB.py
           python downloadDB.py > download_db_log.txt
-          echo 'tool,db_name,db_params,db_path\nmotus,db_mOTU,,db_mOTU' > 'database_motus.csv'
+          echo 'tool,db_name,db_params,db_path' > 'database_motus.csv'
+          echo 'motus,db_mOTU,,db_mOTU' >> 'database_motus.csv'
+          cat database_motus.csv
+          echo $PWD
+          ls $PWD
 
       - name: Run pipeline with test data
         run: |

From 713a341e097cb7313627b95af88bfc05b03fd759 Mon Sep 17 00:00:00 2001
From: JIANHONG OU <jianhong@users.noreply.github.com>
Date: Fri, 3 Jun 2022 15:22:33 -0400
Subject: [PATCH 236/372] clean up ci.yml

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

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 96f507c..9bdd7fb 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -118,9 +118,6 @@ jobs:
           python downloadDB.py > download_db_log.txt
           echo 'tool,db_name,db_params,db_path' > 'database_motus.csv'
           echo 'motus,db_mOTU,,db_mOTU' >> 'database_motus.csv'
-          cat database_motus.csv
-          echo $PWD
-          ls $PWD
 
       - name: Run pipeline with test data
         run: |

From 9462032d00824f16c55fe4a313404282eddab91d Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 3 Jun 2022 22:29:04 +0200
Subject: [PATCH 237/372] Fix MALT save_alignemnts reads and some clean up

---
 conf/test.config                             |  3 +++
 nextflow.config                              |  2 +-
 subworkflows/local/longread_preprocessing.nf |  2 +-
 subworkflows/local/profiling.nf              | 10 ++++------
 4 files changed, 9 insertions(+), 8 deletions(-)

diff --git a/conf/test.config b/conf/test.config
index 996d5de..e9fa62e 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -47,4 +47,7 @@ process {
     withName: MALT_RUN {
         maxForks = 1
     }
+    withName: MEGAN_RMA2INFO {
+        maxForks = 1
+    }
 }
diff --git a/nextflow.config b/nextflow.config
index e5b8a1d..73fd0b3 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -196,7 +196,7 @@ profiles {
     test      { includeConfig 'conf/test.config'      }
     test_full { includeConfig 'conf/test_full.config' }
     test_noprofiling { includeConfig 'conf/test_noprofiling.config' }
-    test_nopreprocessing { includeConfig 'conf/test_preprocessing.config' }
+    test_nopreprocessing { includeConfig 'conf/test_nopreprocessing.config' }
 }
 
 // Load igenomes.config if required
diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index 5ae5417..6a23b0e 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -48,7 +48,7 @@ workflow LONGREAD_PREPROCESSING {
 
     }
 
-    FASTQC_PROCESSED ( ch_processed_reads.dump(tag: "filtlong") )
+    FASTQC_PROCESSED ( ch_processed_reads )
     ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip )
 
     emit:
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 18ea7fa..b83c78f 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -66,19 +66,17 @@ workflow PROFILING {
                                 .filter { it[0]['instrument_platform'] == 'ILLUMINA' }
                                 .map {
                                     meta, reads, db_meta, db ->
-                                        def sam_format = params.malt_save_reads ? ' --alignments' : ""
-                                        // TODO No MALT SAM?
-                                        // TODO check all aligned reads published
-                                        // TODO try turning on/off aligned reads
+                                        def sam_format = params.malt_save_reads ? ' --alignments ./ -za false' : ""
                                         // TODO wut? [9a/a441d6] Submitted process > NFCORE_TAXPROFILER:TAXPROFILER:PROFILING:MALT_RUN (null)
                                         def temp_meta = [ id: meta['db_name'] ]
                                         def new_db_meta = db_meta.clone()
                                         new_db_meta['db_params'] = db_meta['db_params'] + sam_format
                                         def new_meta = temp_meta + new_db_meta
-
+                                        new_meta['id'] = new_meta['db_name']
                                         [ new_meta, reads, db ]
                                 }
                                 .groupTuple(by: [0,2])
+                                .dump(tag: "into_malt")
                                 .multiMap {
                                     it ->
                                         reads: [ it[0], it[1].flatten() ]
@@ -192,7 +190,7 @@ workflow PROFILING {
         // this will replace output file!
         ch_diamond_reads_format = params.diamond_save_reads ? 'sam' : params.diamond_output_format
 
-        DIAMOND_BLASTX ( ch_input_for_diamond.reads, ch_input_for_diamond.db, params.diamond_output_format, [] )
+        DIAMOND_BLASTX ( ch_input_for_diamond.reads, ch_input_for_diamond.db, ch_diamond_reads_format , [] )
         ch_versions        = ch_versions.mix( DIAMOND_BLASTX.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( DIAMOND_BLASTX.out.tsv )
 

From ebdd5683b248d2664fbd41fdc32cb5bf06e2e4ab Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 3 Jun 2022 22:33:48 +0200
Subject: [PATCH 238/372] Apply suggestions from code review

---
 subworkflows/local/profiling.nf | 2 --
 1 file changed, 2 deletions(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index b83c78f..9bae127 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -67,7 +67,6 @@ workflow PROFILING {
                                 .map {
                                     meta, reads, db_meta, db ->
                                         def sam_format = params.malt_save_reads ? ' --alignments ./ -za false' : ""
-                                        // TODO wut? [9a/a441d6] Submitted process > NFCORE_TAXPROFILER:TAXPROFILER:PROFILING:MALT_RUN (null)
                                         def temp_meta = [ id: meta['db_name'] ]
                                         def new_db_meta = db_meta.clone()
                                         new_db_meta['db_params'] = db_meta['db_params'] + sam_format
@@ -76,7 +75,6 @@ workflow PROFILING {
                                         [ new_meta, reads, db ]
                                 }
                                 .groupTuple(by: [0,2])
-                                .dump(tag: "into_malt")
                                 .multiMap {
                                     it ->
                                         reads: [ it[0], it[1].flatten() ]

From dc48935651e5a32fabbd7e095cd034cdfec625db Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 7 Jun 2022 20:19:45 +0200
Subject: [PATCH 239/372] Apply suggestions from code review

---
 docs/usage.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/usage.md b/docs/usage.md
index ea21e54..4090cf2 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -137,8 +137,8 @@ Expected (uncompressed) database files for each tool are as follows:
   is used to prepare the mOTUs database and create a file with the version information.
   The database download step can be time consuming and the database will be consisting
   with same release version of the mOTUs tools. The database for same version tools
-  can be thus reused for multiple runs. Users can download the database once and
-  assign the database with the table.
+  can be thus reused for multiple runs. Users can download the database once using the script above and
+  specify the path the database to the TSV table provided to `--databases`.
 
 ## Running the pipeline
 

From 490a8a8a840566a53ac252b107c3c1fff207c61c Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 9 Jun 2022 08:15:58 +0200
Subject: [PATCH 240/372] Remove dump

---
 subworkflows/local/profiling.nf | 1 -
 1 file changed, 1 deletion(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index b83c78f..03f0bf5 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -76,7 +76,6 @@ workflow PROFILING {
                                         [ new_meta, reads, db ]
                                 }
                                 .groupTuple(by: [0,2])
-                                .dump(tag: "into_malt")
                                 .multiMap {
                                     it ->
                                         reads: [ it[0], it[1].flatten() ]

From ec13b8d608c5a95e9a2e27ae6c2b76691d5b0448 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 9 Jun 2022 08:21:48 +0200
Subject: [PATCH 241/372] Remove support for uncompressed FASTQ files

---
 bin/check_samplesheet.py | 2 +-
 docs/usage.md            | 2 ++
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index d10ee90..47c6452 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -48,7 +48,7 @@ def check_samplesheet(file_in, file_out):
     2613,ERR5766181,ILLUMINA,ERX5474937_ERR5766181_1.fastq.gz,ERX5474937_ERR5766181_2.fastq.gz,
     """
 
-    FQ_EXTENSIONS = (".fq", ".fq.gz", ".fastq", ".fastq.gz")
+    FQ_EXTENSIONS = (".fq.gz", ".fastq.gz")
     FA_EXTENSIONS = (
         ".fa",
         ".fa.gz",
diff --git a/docs/usage.md b/docs/usage.md
index 54ffce0..8b40745 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -12,6 +12,8 @@
 
 nf-core/taxprofiler can accept as input raw or preprocessed single- or paired-end short-read (e.g. Illumina) FASTQ files, long-read FASTQ files (e.g. Oxford Nanopore), or FASTA sequences (available for a subset of profilers).
 
+> ⚠️ Input FASTQ files _must_ be gzipped, while FASTA files may optionally be uncompressed (although this is not recommended)
+
 You will need to create a samplesheet with information about the samples you would like to analyse before running the pipeline. Use this parameter to specify its location. It has to be a comma-separated file with 6 columns, and a header row as shown in the examples below. Furthermother, nf-core/taxprofiler also requires a second comma-separated file of 3 columns with a header row as in the examples below.
 
 This samplesheet is then specified on the command line as follows:

From 621b6a3d092e00a11086444083c95544ad8781b8 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 10 Jun 2022 11:27:51 +0200
Subject: [PATCH 242/372] Add comments about MALT id replacement and refactor
 for simplicity

---
 subworkflows/local/profiling.nf | 17 ++++++++++++-----
 1 file changed, 12 insertions(+), 5 deletions(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 9bae127..7d35837 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -66,13 +66,20 @@ workflow PROFILING {
                                 .filter { it[0]['instrument_platform'] == 'ILLUMINA' }
                                 .map {
                                     meta, reads, db_meta, db ->
-                                        def sam_format = params.malt_save_reads ? ' --alignments ./ -za false' : ""
-                                        def temp_meta = [ id: meta['db_name'] ]
+                                        def new_meta    = meta.clone()
                                         def new_db_meta = db_meta.clone()
+                                        
+                                        // Add the saving of alignments in SAM format to params
+                                        def sam_format = params.malt_save_reads ? ' --alignments ./ -za false' : ""
                                         new_db_meta['db_params'] = db_meta['db_params'] + sam_format
-                                        def new_meta = temp_meta + new_db_meta
-                                        new_meta['id'] = new_meta['db_name']
-                                        [ new_meta, reads, db ]
+                                        
+                                        // As MALT has huge databases, we don't run on a per-sample basis but multiple
+                                        // samples at once. This replaces the ID of the particular process with the 
+                                        // db_name instead to prevent `null` in job name, and in publishDir)
+                                        def updated_meta = new_meta + new_db_meta
+                                        updated_meta['id'] = updated_meta['db_name']
+
+                                        [ updated_meta, reads, db ]
                                 }
                                 .groupTuple(by: [0,2])
                                 .multiMap {

From e0ad49ebc9f22120ff001c08f3b21facf6038c22 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 10 Jun 2022 19:33:37 +0200
Subject: [PATCH 243/372] Fix metadata manipulaton for malt

---
 subworkflows/local/profiling.nf | 26 +++++++++++++++-----------
 1 file changed, 15 insertions(+), 11 deletions(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 7d35837..de5bea1 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -61,25 +61,29 @@ workflow PROFILING {
 
         // MALT: We groupTuple to have all samples in one channel for MALT as database
         // loading takes a long time, so we only want to run it once per database
-        // TODO document somewhere we only accept illumina short reads for MALT?
         ch_input_for_malt =  ch_input_for_profiling.malt
                                 .filter { it[0]['instrument_platform'] == 'ILLUMINA' }
                                 .map {
                                     meta, reads, db_meta, db ->
-                                        def new_meta    = meta.clone()
+
+                                        // Reset entire input meta for MALT to just database name,
+                                        // as we don't run run on a per-sample basis due to huge datbaases
+                                        // so all samples are in one run and so sample-specific metadata
+                                        // unnecessary. Set as database name to prevent `null` job ID and prefix.
+                                        def temp_meta = [ id: meta['db_name'] ]
+
+                                        // Extend database parameters to specify whether to save alignments or not
                                         def new_db_meta = db_meta.clone()
-                                        
-                                        // Add the saving of alignments in SAM format to params
                                         def sam_format = params.malt_save_reads ? ' --alignments ./ -za false' : ""
                                         new_db_meta['db_params'] = db_meta['db_params'] + sam_format
-                                        
-                                        // As MALT has huge databases, we don't run on a per-sample basis but multiple
-                                        // samples at once. This replaces the ID of the particular process with the 
-                                        // db_name instead to prevent `null` in job name, and in publishDir)
-                                        def updated_meta = new_meta + new_db_meta
-                                        updated_meta['id'] = updated_meta['db_name']
 
-                                        [ updated_meta, reads, db ]
+                                        // Combine reduced sample metadata with updated database parameters metadata,
+                                        // make sure id is db_name for publishing purposes.
+                                        def new_meta = temp_meta + new_db_meta
+                                        new_meta['id'] = new_meta['db_name']
+
+                                        [ new_meta, reads, db ]
+
                                 }
                                 .groupTuple(by: [0,2])
                                 .multiMap {

From c1a7d6335f1b4c73067926563f8e2d7b0ba80d57 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 13 Jun 2022 21:02:12 +0200
Subject: [PATCH 244/372] Do not require fixed column order

---
 bin/check_samplesheet.py | 14 ++++++++++----
 1 file changed, 10 insertions(+), 4 deletions(-)

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index d10ee90..d7ea5a9 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -37,6 +37,7 @@ def print_error(error, context="Line", context_str=""):
     print(error_str)
     sys.exit(1)
 
+
 def check_samplesheet(file_in, file_out):
     """
     This function checks that the samplesheet follows the following structure:
@@ -87,10 +88,13 @@ def check_samplesheet(file_in, file_out):
             "fasta",
         ]
         header = [x.strip('"') for x in fin.readline().strip().split(",")]
-        if header[: len(HEADER)] != HEADER:
+
+        ## Check for missing mandatory columns
+        missing_columns = list(set(HEADER) - set(header))
+        if len(missing_columns) > 0:
             print(
-                "ERROR: Please check samplesheet header -> {} != {}".format(
-                    ",".join(header), ",".join(HEADER)
+                "ERROR: Missing required column header -> {}. Note some columns can otherwise be empty. See pipeline documentation (https://nf-co.re/taxprofiler/usage).".format(
+                    ",".join(missing_columns)
                 )
             )
             sys.exit(1)
@@ -173,7 +177,9 @@ def check_samplesheet(file_in, file_out):
             ## Auto-detect paired-end/single-end
             if sample and fastq_1 and fastq_2:  ## Paired-end short reads
                 sample_info.extend(["0", fastq_1, fastq_2, fasta])
-            elif sample and fastq_1 and not fastq_2:  ## Single-end short/long fastq reads
+            elif (
+                sample and fastq_1 and not fastq_2
+            ):  ## Single-end short/long fastq reads
                 sample_info.extend(["1", fastq_1, fastq_2, fasta])
             elif (
                 sample and fasta and not fastq_1 and not fastq_2

From a84f693479340e5ae13f97576d76c42c7320d4c2 Mon Sep 17 00:00:00 2001
From: "Thomas A. Christensen II" <25492070+MillironX@users.noreply.github.com>
Date: Tue, 14 Jun 2022 08:13:36 -0500
Subject: [PATCH 245/372] Install KRAKENTOOLS_KREPORT2KRONA module

---
 modules.json                                  |  3 ++
 .../modules/krakentools/kreport2krona/main.nf | 36 ++++++++++++++++
 .../krakentools/kreport2krona/meta.yml        | 41 +++++++++++++++++++
 3 files changed, 80 insertions(+)
 create mode 100644 modules/nf-core/modules/krakentools/kreport2krona/main.nf
 create mode 100644 modules/nf-core/modules/krakentools/kreport2krona/meta.yml

diff --git a/modules.json b/modules.json
index a8f5a57..b9d9dba 100644
--- a/modules.json
+++ b/modules.json
@@ -48,6 +48,9 @@
             "kraken2/kraken2": {
                 "git_sha": "abe025677cdd805cc93032341ab19885473c1a07"
             },
+            "krakentools/kreport2krona": {
+                "git_sha": "8b2a473f586bed003e72d2b183acc43fc0ddc422"
+            },
             "malt/run": {
                 "git_sha": "72b96f4e504eef673f2b5c13560a9d90b669129b"
             },
diff --git a/modules/nf-core/modules/krakentools/kreport2krona/main.nf b/modules/nf-core/modules/krakentools/kreport2krona/main.nf
new file mode 100644
index 0000000..3bf46ee
--- /dev/null
+++ b/modules/nf-core/modules/krakentools/kreport2krona/main.nf
@@ -0,0 +1,36 @@
+def VERSION = '1.2' // Version information not provided by tool on CLI
+
+process KRAKENTOOLS_KREPORT2KRONA {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda (params.enable_conda ? "bioconda::krakentools=1.2" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/krakentools:1.2--pyh5e36f6f_0':
+        'quay.io/biocontainers/krakentools:1.2--pyh5e36f6f_0' }"
+
+    input:
+    tuple val(meta), path(kreport)
+
+    output:
+    tuple val(meta), path("*.txt"), emit: txt
+    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.id}"
+    """
+    kreport2krona.py \\
+        -r ${kreport} \\
+        -o ${prefix}.txt \\
+        ${args}
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        kreport2krona.py: ${VERSION}
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/krakentools/kreport2krona/meta.yml b/modules/nf-core/modules/krakentools/kreport2krona/meta.yml
new file mode 100644
index 0000000..2f8a163
--- /dev/null
+++ b/modules/nf-core/modules/krakentools/kreport2krona/meta.yml
@@ -0,0 +1,41 @@
+name: krakentools_kreport2krona
+description: Takes a Kraken report file and prints out a krona-compatible TEXT file
+keywords:
+  - kraken
+  - krona
+  - metagenomics
+  - visualization
+tools:
+  - krakentools:
+      description: KrakenTools is a suite of scripts to be used for post-analysis of Kraken/KrakenUniq/Kraken2/Bracken results. Please cite the relevant paper if using KrakenTools with any of the listed programs.
+      homepage: https://github.com/jenniferlu717/KrakenTools
+      licence: ["GPL v3"]
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - kreport:
+      type: file
+      description: Kraken report
+      pattern: "*.{txt,kreport}"
+
+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"
+  - krona:
+      type: file
+      description: Krona text-based input file converted from Kraken report
+      pattern: "*.{txt,krona}"
+
+authors:
+  - "@MillironX"

From 87678c127bb5ed16c05f860ff2df59a7c4524f19 Mon Sep 17 00:00:00 2001
From: "Thomas A. Christensen II" <25492070+MillironX@users.noreply.github.com>
Date: Tue, 14 Jun 2022 08:23:47 -0500
Subject: [PATCH 246/372] Add KRONA_CLEANUP process module

---
 modules/local/krona_cleanup.nf | 40 ++++++++++++++++++++++++++++++++++
 1 file changed, 40 insertions(+)
 create mode 100644 modules/local/krona_cleanup.nf

diff --git a/modules/local/krona_cleanup.nf b/modules/local/krona_cleanup.nf
new file mode 100644
index 0000000..804cb69
--- /dev/null
+++ b/modules/local/krona_cleanup.nf
@@ -0,0 +1,40 @@
+process KRONA_CLEANUP {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda (params.enable_conda ? "conda-forge::sed=4.7" : null)
+    container "${ 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' :
+        'biocontainers/biocontainers:v1.2.0_cv1' }"
+
+    input:
+    tuple val(meta), path(krona, stageAs: 'uncleaned.krona.txt')
+
+    output:
+    tuple val(meta), path("*.txt"), emit: txt
+    path "versions.yml", emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    """
+    # Copy the file to a new name
+    cp ${krona} ${prefix}.txt
+
+    # Remove ugly 'x__' prefixes for each of the taxonomic levels
+    LEVELS=(d k p c o f g s)
+    for L in "\${LEVELS[@]}"; do
+        sed -i "s/\${L}__//g" ${prefix}.txt
+    done
+
+    # Remove underscores that are standing in place of spaces
+    sed -i "s/_/ /g" ${prefix}.txt
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        sed: \$(echo \$(sed --version 2>&1) | sed 's/^.*GNU sed) //; s/ .*\$//')
+    END_VERSIONS
+    """
+}

From 5da8d5b7418cc778284f64110f7fe721a29aa148 Mon Sep 17 00:00:00 2001
From: "Thomas A. Christensen II" <25492070+MillironX@users.noreply.github.com>
Date: Tue, 14 Jun 2022 08:27:42 -0500
Subject: [PATCH 247/372] Install KRONA_KTIMPORTTEXT

---
 modules.json                                  |  3 ++
 .../modules/krona/ktimporttext/main.nf        | 34 ++++++++++++++
 .../modules/krona/ktimporttext/meta.yml       | 47 +++++++++++++++++++
 3 files changed, 84 insertions(+)
 create mode 100644 modules/nf-core/modules/krona/ktimporttext/main.nf
 create mode 100644 modules/nf-core/modules/krona/ktimporttext/meta.yml

diff --git a/modules.json b/modules.json
index b9d9dba..4956cc8 100644
--- a/modules.json
+++ b/modules.json
@@ -51,6 +51,9 @@
             "krakentools/kreport2krona": {
                 "git_sha": "8b2a473f586bed003e72d2b183acc43fc0ddc422"
             },
+            "krona/ktimporttext": {
+                "git_sha": "cdefbec66999c0b49d8bfeea9d6f9d19056635a2"
+            },
             "malt/run": {
                 "git_sha": "72b96f4e504eef673f2b5c13560a9d90b669129b"
             },
diff --git a/modules/nf-core/modules/krona/ktimporttext/main.nf b/modules/nf-core/modules/krona/ktimporttext/main.nf
new file mode 100644
index 0000000..de0cfc2
--- /dev/null
+++ b/modules/nf-core/modules/krona/ktimporttext/main.nf
@@ -0,0 +1,34 @@
+process KRONA_KTIMPORTTEXT {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda (params.enable_conda ? "bioconda::krona=2.8.1" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/krona:2.8.1--pl5321hdfd78af_1':
+        'quay.io/biocontainers/krona:2.8.1--pl5321hdfd78af_1' }"
+
+    input:
+    tuple val(meta), path(report)
+
+    output:
+    tuple val(meta), path ('*.html'), emit: html
+    path "versions.yml"             , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    """
+    ktImportText  \\
+        $args \\
+        -o ${prefix}.html \\
+        $report
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        krona: \$( echo \$(ktImportText 2>&1) | sed 's/^.*KronaTools //g; s/- ktImportText.*\$//g')
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/krona/ktimporttext/meta.yml b/modules/nf-core/modules/krona/ktimporttext/meta.yml
new file mode 100644
index 0000000..a7108e0
--- /dev/null
+++ b/modules/nf-core/modules/krona/ktimporttext/meta.yml
@@ -0,0 +1,47 @@
+name: "krona_ktimporttext"
+description: Creates a Krona chart from text files listing quantities and lineages.
+keywords:
+  - plot
+  - taxonomy
+  - interactive
+  - html
+  - visualisation
+  - krona chart
+  - metagenomics
+tools:
+  - krona:
+      description: Krona Tools is a set of scripts to create Krona charts from several Bioinformatics tools as well as from text and XML files.
+      homepage: https://github.com/marbl/Krona/wiki/KronaTools
+      documentation: http://manpages.ubuntu.com/manpages/impish/man1/ktImportTaxonomy.1.html
+      tool_dev_url: https://github.com/marbl/Krona
+      doi: 10.1186/1471-2105-12-385
+      licence: https://raw.githubusercontent.com/marbl/Krona/master/KronaTools/LICENSE.txt
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test']
+  - report:
+      type: file
+      description: "Tab-delimited text file. Each line should be a number followed by a list of wedges to contribute to (starting from the highest level). If no wedges are listed (and just a quantity is given), it will contribute to the top level. If the same lineage is listed more than once, the values will be added. Quantities can be omitted if -q is specified. Lines beginning with '#' will be ignored."
+      pattern: "*.{txt}"
+
+output:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test' ]
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+  - html:
+      type: file
+      description: A html file containing an interactive krona plot.
+      pattern: "*.{html}"
+
+authors:
+  - "@jianhong"

From 2e7f26f380246ade93c56e50f5611fb8f0643b60 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 14 Jun 2022 20:09:48 +0000
Subject: [PATCH 248/372] Replace header tuple with sub-set list of only
 relevant columns for sample checking

---
 bin/check_samplesheet.py | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index d7ea5a9..4e80b46 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -99,9 +99,17 @@ def check_samplesheet(file_in, file_out):
             )
             sys.exit(1)
 
+        ## Find locations of mandatory columns
+        header_locs = dict()
+        for i in HEADER:
+            header_locs[i] = header.index(i)
+
         ## Check sample entries
         for line in fin:
-            lspl = [x.strip().strip('"') for x in line.strip().split(",")]
+
+            ## Pull out only relevant columns for downstream checking
+            line_parsed = [x.strip().strip('"') for x in line.strip().split(",")]
+            lspl = [line_parsed[i] for i in header_locs.values()]
 
             # Check valid number of columns per row
             if len(lspl) < len(HEADER):
@@ -121,6 +129,7 @@ def check_samplesheet(file_in, file_out):
                 )
 
             ## Check sample name entries
+
             (
                 sample,
                 run_accession,

From 4ff2145e44d0c5b98f0d90cc43813cb343b2ee55 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 20 Jun 2022 08:23:14 +0200
Subject: [PATCH 249/372] Roll back MALT  version

---
 modules.json                             | 2 +-
 modules/nf-core/modules/malt/run/main.nf | 7 +++----
 2 files changed, 4 insertions(+), 5 deletions(-)

diff --git a/modules.json b/modules.json
index a8f5a57..9561b0f 100644
--- a/modules.json
+++ b/modules.json
@@ -49,7 +49,7 @@
                 "git_sha": "abe025677cdd805cc93032341ab19885473c1a07"
             },
             "malt/run": {
-                "git_sha": "72b96f4e504eef673f2b5c13560a9d90b669129b"
+                "git_sha": "be8d7b3293cac26cc63e4dbfb364deb8ed6ec7e5"
             },
             "megan/rma2info": {
                 "git_sha": "2d38566eca4cc15142b2ffa7c11837569b39aece"
diff --git a/modules/nf-core/modules/malt/run/main.nf b/modules/nf-core/modules/malt/run/main.nf
index 4e2e50c..2b91d90 100644
--- a/modules/nf-core/modules/malt/run/main.nf
+++ b/modules/nf-core/modules/malt/run/main.nf
@@ -2,10 +2,10 @@ process MALT_RUN {
     tag "$meta.id"
     label 'process_high'
 
-    conda (params.enable_conda ? "bioconda::malt=0.53" : null)
+    conda (params.enable_conda ? "bioconda::malt=0.41" : null)
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/malt:0.53--hdfd78af_0' :
-        'quay.io/biocontainers/malt:0.53--hdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/malt:0.41--1' :
+        'quay.io/biocontainers/malt:0.41--1' }"
 
     input:
     tuple val(meta), path(fastqs)
@@ -33,7 +33,6 @@ process MALT_RUN {
 
     """
     malt-run \\
-        -J-Xmx${avail_mem}g \\
         -t $task.cpus \\
         -v \\
         -o . \\

From 4552b53e757518cd51791f4f841a068bd8896da9 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Mon, 20 Jun 2022 08:30:23 +0200
Subject: [PATCH 250/372] Add note about MALT version to docs

---
 docs/usage.md | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/docs/usage.md b/docs/usage.md
index 9c47898..1893c10 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -213,6 +213,12 @@ Activating this functionality will concatenate the FASTQ files with the same sam
 
 You can optionally save the FASTQ output of the run merging with the `--save_runmerged_reads`.
 
+##### Profiling
+
+###### MALT
+
+nf-core/taxprofiler uses MALT 0.4.1, which is a compatively old version. However it has been found that the most recent version of MALT (0.5.\*), at the time of writing, is broken. [The the LCA step appears not to be executed](http://megan.informatik.uni-tuebingen.de/t/lca-placement-failure-with-malt-v-0-5-2-and-0-5-3/1996/3), pushing all hits to the leaves of the taxonomy. However, if you need to use a more recent taxonomy map file with your databases, the output of `malt-build` from MALT 0.5.3 should be still be compatible with `malt-run` of 0.4.1.
+
 ### Updating the pipeline
 
 When you run the above command, Nextflow automatically pulls the pipeline code from GitHub and stores it as a cached version. When running the pipeline after this, it will always use the cached version if available - even if the pipeline has been updated since. To make sure that you're running the latest version of the pipeline, make sure that you regularly update the cached version of the pipeline:

From a40a442178487dce25aa9f10109098976868a198 Mon Sep 17 00:00:00 2001
From: "Thomas A. Christensen II" <25492070+MillironX@users.noreply.github.com>
Date: Mon, 27 Jun 2022 08:22:47 -0500
Subject: [PATCH 251/372] Create VISUALIZATION_KRONA workflow to create Krona
 charts

---
 subworkflows/local/visualization_krona.nf | 55 +++++++++++++++++++++++
 1 file changed, 55 insertions(+)
 create mode 100644 subworkflows/local/visualization_krona.nf

diff --git a/subworkflows/local/visualization_krona.nf b/subworkflows/local/visualization_krona.nf
new file mode 100644
index 0000000..87db112
--- /dev/null
+++ b/subworkflows/local/visualization_krona.nf
@@ -0,0 +1,55 @@
+//
+// Create Krona visualizations
+//
+
+include { KRAKENTOOLS_KREPORT2KRONA } from '../../modules/nf-core/modules/krakentools/kreport2krona/main'
+include { KRONA_CLEANUP             } from '../../modules/local/krona_cleanup'
+include { KRONA_KTIMPORTTEXT        } from '../../modules/nf-core/modules/krona/ktimporttext/main'
+
+workflow VISUALIZATION_KRONA {
+    take:
+    profiles
+
+    main:
+    ch_krona_text = Channel.empty()
+    ch_krona_html = Channel.empty()
+    ch_versions = Channel.empty()
+
+    /*
+        Split profile results based on tool they come from
+    */
+    ch_input_profiles = profiles
+        .branch {
+            kraken2: it[0]['tool'] == 'kraken2'
+            unknown: true
+        }
+
+    /*
+        Convert Kraken2 formatted reports into Krona text files
+    */
+    ch_kraken_reports = ch_input_profiles.kraken2
+    KRAKENTOOLS_KREPORT2KRONA ( ch_kraken_reports )
+    ch_krona_text = ch_krona_text.mix( KRAKENTOOLS_KREPORT2KRONA.out.txt )
+    ch_versions = ch_versions.mix( KRAKENTOOLS_KREPORT2KRONA.out.versions.first() )
+
+    /*
+        Remove taxonomy level annotations from the Krona text files
+    */
+    KRONA_CLEANUP( ch_krona_text )
+    ch_cleaned_krona_text = KRONA_CLEANUP.out.txt
+    ch_versions = ch_versions.mix( KRONA_CLEANUP.out.versions.first() )
+
+    /*
+        Convert Krona text files into html Krona visualizations
+    */
+    ch_krona_text_for_import = ch_cleaned_krona_text
+        .map{[[id: it[0]['db_name']], it[1]]}
+        .groupTuple()
+    KRONA_KTIMPORTTEXT( ch_krona_text_for_import )
+    ch_krona_html = ch_krona_html.mix( KRONA_KTIMPORTTEXT.out.html )
+    ch_versions = ch_versions.mix( KRONA_KTIMPORTTEXT.out.versions.first() )
+
+    emit:
+    html = ch_krona_html
+    versions = ch_versions
+}

From ad9bc4b7e9d2ec09bcd8fd53a6ea67f86a1e2f73 Mon Sep 17 00:00:00 2001
From: "Thomas A. Christensen II" <25492070+MillironX@users.noreply.github.com>
Date: Mon, 20 Jun 2022 09:03:47 -0500
Subject: [PATCH 252/372] Add the visualization workflow to the main workflow

---
 workflows/taxprofiler.nf | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index f29a366..313790c 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -62,6 +62,7 @@ include { SHORTREAD_HOSTREMOVAL         } from '../subworkflows/local/shortread_
 include { LONGREAD_HOSTREMOVAL          } from '../subworkflows/local/longread_hostremoval'
 include { SHORTREAD_COMPLEXITYFILTERING } from '../subworkflows/local/shortread_complexityfiltering'
 include { PROFILING                     } from '../subworkflows/local/profiling'
+include { VISUALIZATION_KRONA           } from '../subworkflows/local/visualization_krona'
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -209,6 +210,12 @@ workflow TAXPROFILER {
     PROFILING ( ch_reads_runmerged, DB_CHECK.out.dbs )
     ch_versions = ch_versions.mix( PROFILING.out.versions )
 
+    /*
+        SUBWORKFLOW: VISUALIZATION_KRONA
+    */
+    VISUALIZATION_KRONA ( PROFILING.out.profiles )
+    ch_versions = ch_versions.mix( VISUALIZATION_KRONA.out.versions )
+
     /*
         MODULE: MultiQC
     */

From 0e8edd5b2f097e2c7a6c1b7a39fb5a19671395ce Mon Sep 17 00:00:00 2001
From: "Thomas A. Christensen II" <25492070+MillironX@users.noreply.github.com>
Date: Tue, 14 Jun 2022 08:48:16 -0500
Subject: [PATCH 253/372] Add output configuration for Kraken Krona chart

---
 conf/modules.config | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/conf/modules.config b/conf/modules.config
index 46320cf..f9d0329 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -293,6 +293,14 @@ process {
         ]
     }
 
+    withName: KRONA_KTIMPORTTEXT {
+        publishDir = [
+            path: { "${params.outdir}/krona" },
+            mode: params.publish_dir_mode,
+            pattern: '*.{html}'
+        ]
+    }
+
     withName: METAPHLAN3 {
         ext.args = { "${meta.db_params}" }
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }

From 15ac8b39fa8a2e6b490d05d69e1634f48eb35117 Mon Sep 17 00:00:00 2001
From: "Thomas A. Christensen II" <25492070+MillironX@users.noreply.github.com>
Date: Tue, 14 Jun 2022 10:54:10 -0500
Subject: [PATCH 254/372] Add citation for Krona

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

diff --git a/CITATIONS.md b/CITATIONS.md
index 8044658..1ce4ec2 100644
--- a/CITATIONS.md
+++ b/CITATIONS.md
@@ -36,6 +36,10 @@
 
   > Wood, Derrick E., Jennifer Lu, and Ben Langmead. 2019. Improved Metagenomic Analysis with Kraken 2. Genome Biology 20 (1): 257. doi: 10.1186/s13059-019-1891-0.
 
+- [Krona](https://doi.org/10.1186/1471-2105-12-385)
+
+  > Ondov, Brian D., Nicholas H. Bergman, and Adam M. Phillippy. 2011. Interactive metagenomic visualization in a Web browser. BMC Bioinformatics 12 (1): 385. doi: 10.1186/1471-2105-12-385.
+
 - [MALT](https://doi.org/10.1038/s41559-017-0446-6)
 
   > Vågene, Åshild J., Alexander Herbig, Michael G. Campana, Nelly M. Robles García, Christina Warinner, Susanna Sabin, Maria A. Spyrou, et al. 2018. Salmonella Enterica Genomes from Victims of a Major Sixteenth-Century Epidemic in Mexico. Nature Ecology & Evolution 2 (3): 520-28. doi: 10.1038/s41559-017-0446-6.

From 18284e6e32d1090336f37fd024bb5703cc80503b Mon Sep 17 00:00:00 2001
From: "Thomas A. Christensen II" <25492070+MillironX@users.noreply.github.com>
Date: Mon, 27 Jun 2022 08:41:42 -0500
Subject: [PATCH 255/372] Add run_krona option to allow skipping Krona chart
 creation

---
 conf/test.config                 | 1 +
 conf/test_nopreprocessing.config | 1 +
 nextflow.config                  | 3 +++
 nextflow_schema.json             | 3 +++
 workflows/taxprofiler.nf         | 6 ++++--
 5 files changed, 12 insertions(+), 2 deletions(-)

diff --git a/conf/test.config b/conf/test.config
index e9fa62e..04dfb4d 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -37,6 +37,7 @@ params {
     run_metaphlan3                        = true
     run_centrifuge                        = true
     run_diamond                           = true
+    run_krona                             = true
     malt_save_reads                       = true
     kraken2_save_reads                    = true
     centrifuge_save_reads                 = true
diff --git a/conf/test_nopreprocessing.config b/conf/test_nopreprocessing.config
index 60cdde8..92fd29d 100644
--- a/conf/test_nopreprocessing.config
+++ b/conf/test_nopreprocessing.config
@@ -37,6 +37,7 @@ params {
     run_metaphlan3                        = true
     run_centrifuge                        = true
     run_diamond                           = true
+    run_krona                             = true
 }
 
 process {
diff --git a/nextflow.config b/nextflow.config
index 73fd0b3..29c87cd 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -125,6 +125,9 @@ params {
     run_diamond                = false
     diamond_output_format      = 'tsv'  // TSV is only format with taxonomic information apparently
     diamond_save_reads         = false // this will override default diamond output format so no taxonomic profile is generated!
+
+    // krona
+    run_krona                  = false
 }
 
 // Load base.config by default for all pipelines
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 2c00348..682bf2f 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -433,6 +433,9 @@
         },
         "diamond_save_reads": {
             "type": "boolean"
+        },
+        "run_krona": {
+            "type": "boolean"
         }
     }
 }
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 313790c..f7ef07a 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -213,8 +213,10 @@ workflow TAXPROFILER {
     /*
         SUBWORKFLOW: VISUALIZATION_KRONA
     */
-    VISUALIZATION_KRONA ( PROFILING.out.profiles )
-    ch_versions = ch_versions.mix( VISUALIZATION_KRONA.out.versions )
+    if ( params.run_krona ) {
+        VISUALIZATION_KRONA ( PROFILING.out.profiles )
+        ch_versions = ch_versions.mix( VISUALIZATION_KRONA.out.versions )
+    }
 
     /*
         MODULE: MultiQC

From 23fec89b062d74b2052c31d982a52d301bc2809c Mon Sep 17 00:00:00 2001
From: "Thomas A. Christensen II" <25492070+MillironX@users.noreply.github.com>
Date: Mon, 27 Jun 2022 08:52:29 -0500
Subject: [PATCH 256/372] Add Krona chart creation for Centrifuge reports

---
 subworkflows/local/visualization_krona.nf | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/subworkflows/local/visualization_krona.nf b/subworkflows/local/visualization_krona.nf
index 87db112..b9f645d 100644
--- a/subworkflows/local/visualization_krona.nf
+++ b/subworkflows/local/visualization_krona.nf
@@ -20,6 +20,7 @@ workflow VISUALIZATION_KRONA {
     */
     ch_input_profiles = profiles
         .branch {
+            centrifuge: it[0]['tool'] == 'centrifuge'
             kraken2: it[0]['tool'] == 'kraken2'
             unknown: true
         }
@@ -28,6 +29,7 @@ workflow VISUALIZATION_KRONA {
         Convert Kraken2 formatted reports into Krona text files
     */
     ch_kraken_reports = ch_input_profiles.kraken2
+        .mix( ch_input_profiles.centrifuge )
     KRAKENTOOLS_KREPORT2KRONA ( ch_kraken_reports )
     ch_krona_text = ch_krona_text.mix( KRAKENTOOLS_KREPORT2KRONA.out.txt )
     ch_versions = ch_versions.mix( KRAKENTOOLS_KREPORT2KRONA.out.versions.first() )

From 5b80c7cab9e65702338f2c93e1f9dcfe06ecba28 Mon Sep 17 00:00:00 2001
From: "Thomas A. Christensen II" <25492070+MillironX@users.noreply.github.com>
Date: Mon, 27 Jun 2022 08:58:28 -0500
Subject: [PATCH 257/372] Install KAIJU_KAIJU2KRONA

---
 modules.json                                  |  3 ++
 .../nf-core/modules/kaiju/kaiju2krona/main.nf | 39 ++++++++++++++++
 .../modules/kaiju/kaiju2krona/meta.yml        | 44 +++++++++++++++++++
 3 files changed, 86 insertions(+)
 create mode 100644 modules/nf-core/modules/kaiju/kaiju2krona/main.nf
 create mode 100644 modules/nf-core/modules/kaiju/kaiju2krona/meta.yml

diff --git a/modules.json b/modules.json
index 4956cc8..1770a53 100644
--- a/modules.json
+++ b/modules.json
@@ -42,6 +42,9 @@
             "kaiju/kaiju": {
                 "git_sha": "8856f127c58f6af479128be8b8df4d42e442ddbe"
             },
+            "kaiju/kaiju2krona": {
+                "git_sha": "2f0b19240430de6807b1232e6d9d0e8084e8a28f"
+            },
             "kaiju/kaiju2table": {
                 "git_sha": "538dbac98ba9c8f799536cd5a617195501439457"
             },
diff --git a/modules/nf-core/modules/kaiju/kaiju2krona/main.nf b/modules/nf-core/modules/kaiju/kaiju2krona/main.nf
new file mode 100644
index 0000000..c95d5a7
--- /dev/null
+++ b/modules/nf-core/modules/kaiju/kaiju2krona/main.nf
@@ -0,0 +1,39 @@
+process KAIJU_KAIJU2KRONA {
+    tag "$meta.id"
+    label 'process_low'
+
+    conda (params.enable_conda ? "bioconda::kaiju=1.8.2" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/kaiju:1.8.2--h5b5514e_1':
+        'quay.io/biocontainers/kaiju:1.8.2--h5b5514e_1' }"
+
+    input:
+    tuple val(meta), path(tsv)
+    path(db)
+
+    output:
+    tuple val(meta), path("*.txt"), emit: txt
+    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.id}"
+    """
+    dbnodes=`find -L ${db} -name "*nodes.dmp"`
+    dbnames=`find -L ${db} -name "*names.dmp"`
+    kaiju2krona \\
+        $args \\
+        -t \$dbnodes \\
+        -n \$dbnames \\
+        -i ${tsv} \\
+        -o ${prefix}.txt
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        kaiju: \$(echo \$( kaiju -h 2>&1 | sed -n 1p | sed 's/^.*Kaiju //' ))
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/kaiju/kaiju2krona/meta.yml b/modules/nf-core/modules/kaiju/kaiju2krona/meta.yml
new file mode 100644
index 0000000..a0dc2fd
--- /dev/null
+++ b/modules/nf-core/modules/kaiju/kaiju2krona/meta.yml
@@ -0,0 +1,44 @@
+name: kaiju_kaiju2krona
+description: Convert Kaiju's tab-separated output file into a tab-separated text file which can be imported into Krona.
+keywords:
+  - taxonomy
+  - visualisation
+  - krona chart
+  - metagenomics
+tools:
+  - "kaiju":
+      description: Fast and sensitive taxonomic classification for metagenomics
+      homepage: https://kaiju.binf.ku.dk/
+      documentation: https://github.com/bioinformatics-centre/kaiju/blob/master/README.md
+      tool_dev_url: https://github.com/bioinformatics-centre/kaiju
+      doi: "10.1038/ncomms11257"
+      licence: ["GNU GPL v3"]
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - tsv:
+      type: file
+      description: Kaiju tab-separated output file
+      pattern: "*.{tsv,txt}"
+
+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"
+  - txt:
+      type: file
+      description: Krona text-based input file converted from Kaiju report
+      pattern: "*.{txt,krona}"
+
+authors:
+  - "@MillironX"

From 821dd844d8e7d87db095b2dc18ddb98cd01a81b4 Mon Sep 17 00:00:00 2001
From: "Thomas A. Christensen II" <25492070+MillironX@users.noreply.github.com>
Date: Mon, 27 Jun 2022 09:23:20 -0500
Subject: [PATCH 258/372] Add Kaiju profile conversion to visualization
 workflow

---
 subworkflows/local/visualization_krona.nf | 22 ++++++++++++++++++++++
 workflows/taxprofiler.nf                  |  2 +-
 2 files changed, 23 insertions(+), 1 deletion(-)

diff --git a/subworkflows/local/visualization_krona.nf b/subworkflows/local/visualization_krona.nf
index b9f645d..31dd5bc 100644
--- a/subworkflows/local/visualization_krona.nf
+++ b/subworkflows/local/visualization_krona.nf
@@ -2,6 +2,7 @@
 // Create Krona visualizations
 //
 
+include { KAIJU_KAIJU2KRONA         } from '../../modules/nf-core/modules/kaiju/kaiju2krona/main'
 include { KRAKENTOOLS_KREPORT2KRONA } from '../../modules/nf-core/modules/krakentools/kreport2krona/main'
 include { KRONA_CLEANUP             } from '../../modules/local/krona_cleanup'
 include { KRONA_KTIMPORTTEXT        } from '../../modules/nf-core/modules/krona/ktimporttext/main'
@@ -9,6 +10,7 @@ include { KRONA_KTIMPORTTEXT        } from '../../modules/nf-core/modules/krona/
 workflow VISUALIZATION_KRONA {
     take:
     profiles
+    databases
 
     main:
     ch_krona_text = Channel.empty()
@@ -21,6 +23,7 @@ workflow VISUALIZATION_KRONA {
     ch_input_profiles = profiles
         .branch {
             centrifuge: it[0]['tool'] == 'centrifuge'
+            kaiju: it[0]['tool'] == 'kaiju'
             kraken2: it[0]['tool'] == 'kraken2'
             unknown: true
         }
@@ -34,6 +37,25 @@ workflow VISUALIZATION_KRONA {
     ch_krona_text = ch_krona_text.mix( KRAKENTOOLS_KREPORT2KRONA.out.txt )
     ch_versions = ch_versions.mix( KRAKENTOOLS_KREPORT2KRONA.out.versions.first() )
 
+    /*
+        Combine Kaiju profiles with their databases
+    */
+    ch_input_for_kaiju2krona = ch_input_profiles.kaiju
+        .map{ [it[0]['db_name'], it[0], it[1]] }
+        .combine( databases.map{ [it[0]['db_name'], it[1]] }, by: 0 )
+        .multiMap{
+            it ->
+                profiles: [it[1], it[2]]
+                db: it[3]
+        }
+
+    /*
+        Convert Kaiju formatted reports into Krona text files
+    */
+    KAIJU_KAIJU2KRONA( ch_input_for_kaiju2krona.profiles, ch_input_for_kaiju2krona.db )
+    ch_krona_text = ch_krona_text.mix( KAIJU_KAIJU2KRONA.out.txt )
+    ch_versions = ch_versions.mix( KAIJU_KAIJU2KRONA.out.versions.first() )
+
     /*
         Remove taxonomy level annotations from the Krona text files
     */
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index f7ef07a..79a2bfd 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -214,7 +214,7 @@ workflow TAXPROFILER {
         SUBWORKFLOW: VISUALIZATION_KRONA
     */
     if ( params.run_krona ) {
-        VISUALIZATION_KRONA ( PROFILING.out.profiles )
+        VISUALIZATION_KRONA ( PROFILING.out.profiles, DB_CHECK.out.dbs )
         ch_versions = ch_versions.mix( VISUALIZATION_KRONA.out.versions )
     }
 

From af854f5f346c93f1b1eae655ac5e1808ced1a39c Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 28 Jun 2022 12:42:41 +0200
Subject: [PATCH 259/372] Update mimetype for database csv as per
 https://github.com/nf-core/mag/pull/325/files

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

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 682bf2f..fe77913 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -260,6 +260,8 @@
     "properties": {
         "databases": {
             "type": "string",
+            "mimetype": "text/csv",
+            "format": "file-path",
             "default": "None"
         },
         "shortread_qc_excludeunmerged": {

From 4de43040a3403dae9b85679cdda9719ff2bb7117 Mon Sep 17 00:00:00 2001
From: "Thomas A. Christensen II" <25492070+MillironX@users.noreply.github.com>
Date: Mon, 27 Jun 2022 12:12:16 -0500
Subject: [PATCH 260/372] Switch to using raw classifications for Kaiju2Krona

---
 subworkflows/local/profiling.nf           | 25 ++++++++++++++---------
 subworkflows/local/visualization_krona.nf |  9 ++++++--
 workflows/taxprofiler.nf                  |  2 +-
 3 files changed, 23 insertions(+), 13 deletions(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index de5bea1..45c49f5 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -21,7 +21,8 @@ workflow PROFILING {
     main:
     ch_versions             = Channel.empty()
     ch_multiqc_files        = Channel.empty()
-    ch_raw_profiles    = Channel.empty()
+    ch_raw_classifications  = Channel.empty()
+    ch_raw_profiles         = Channel.empty()
 
 /*
         COMBINE READS WITH POSSIBLE DATABASES
@@ -110,6 +111,7 @@ workflow PROFILING {
         MEGAN_RMA2INFO (ch_maltrun_for_megan, params.malt_generate_megansummary )
         ch_multiqc_files   = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([])  )
         ch_versions        = ch_versions.mix( MALT_RUN.out.versions.first(), MEGAN_RMA2INFO.out.versions.first() )
+        ch_raw_classifications = ch_raw_classifications.mix( ch_maltrun_for_megan )
         ch_raw_profiles    = ch_raw_profiles.mix( MEGAN_RMA2INFO.out.txt )
 
     }
@@ -124,9 +126,10 @@ workflow PROFILING {
                                 }
 
         KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db, params.kraken2_save_reads, params.kraken2_save_readclassification )
-        ch_multiqc_files   = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.report.collect{it[1]}.ifEmpty([])  )
-        ch_versions        = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
-        ch_raw_profiles    = ch_raw_profiles.mix( KRAKEN2_KRAKEN2.out.report )
+        ch_multiqc_files       = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.report.collect{it[1]}.ifEmpty([])  )
+        ch_versions            = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
+        ch_raw_classifications = ch_raw_classifications.mix( KRAKEN2_KRAKEN2.out.classified_reads_assignment )
+        ch_raw_profiles        = ch_raw_profiles.mix( KRAKEN2_KRAKEN2.out.report )
 
     }
 
@@ -145,8 +148,9 @@ workflow PROFILING {
 
         CENTRIFUGE_CENTRIFUGE ( ch_input_for_centrifuge.reads, ch_input_for_centrifuge.db, params.centrifuge_save_reads, params.centrifuge_save_reads, params.centrifuge_save_reads  )
         CENTRIFUGE_KREPORT (CENTRIFUGE_CENTRIFUGE.out.results, ch_input_for_centrifuge.db)
-        ch_versions        = ch_versions.mix( CENTRIFUGE_CENTRIFUGE.out.versions.first() )
-        ch_raw_profiles    = ch_raw_profiles.mix( CENTRIFUGE_KREPORT.out.kreport )
+        ch_versions            = ch_versions.mix( CENTRIFUGE_CENTRIFUGE.out.versions.first() )
+        ch_raw_classifications = ch_raw_classifications.mix( CENTRIFUGE_CENTRIFUGE.out.results )
+        ch_raw_profiles        = ch_raw_profiles.mix( CENTRIFUGE_KREPORT.out.kreport )
 
     }
 
@@ -182,6 +186,7 @@ workflow PROFILING {
         KAIJU_KAIJU2TABLE (KAIJU_KAIJU.out.results, ch_input_for_kaiju.db, params.kaiju_taxon_name)
         ch_multiqc_files = ch_multiqc_files.mix( KAIJU_KAIJU2TABLE.out.summary.collect{it[1]}.ifEmpty([])  )
         ch_versions = ch_versions.mix( KAIJU_KAIJU.out.versions.first() )
+        ch_raw_classifications = ch_raw_classifications.mix( KAIJU_KAIJU.out.results )
         ch_raw_profiles = ch_raw_profiles.mix( KAIJU_KAIJU2TABLE.out.summary )
 
     }
@@ -206,8 +211,8 @@ workflow PROFILING {
     }
 
     emit:
-    profiles = ch_raw_profiles    // channel: [ val(meta), [ reads ] ] - should be text files or biom
-    versions = ch_versions          // channel: [ versions.yml ]
-    mqc      = ch_multiqc_files
+    classifications = ch_raw_classifications
+    profiles        = ch_raw_profiles    // channel: [ val(meta), [ reads ] ] - should be text files or biom
+    versions        = ch_versions          // channel: [ versions.yml ]
+    mqc             = ch_multiqc_files
 }
-
diff --git a/subworkflows/local/visualization_krona.nf b/subworkflows/local/visualization_krona.nf
index 31dd5bc..c5ca97a 100644
--- a/subworkflows/local/visualization_krona.nf
+++ b/subworkflows/local/visualization_krona.nf
@@ -9,6 +9,7 @@ include { KRONA_KTIMPORTTEXT        } from '../../modules/nf-core/modules/krona/
 
 workflow VISUALIZATION_KRONA {
     take:
+    classifications
     profiles
     databases
 
@@ -23,10 +24,14 @@ workflow VISUALIZATION_KRONA {
     ch_input_profiles = profiles
         .branch {
             centrifuge: it[0]['tool'] == 'centrifuge'
-            kaiju: it[0]['tool'] == 'kaiju'
             kraken2: it[0]['tool'] == 'kraken2'
             unknown: true
         }
+    ch_input_classifications = classifications
+        .branch {
+            kaiju: it[0]['tool'] == 'kaiju'
+            unknown: true
+        }
 
     /*
         Convert Kraken2 formatted reports into Krona text files
@@ -40,7 +45,7 @@ workflow VISUALIZATION_KRONA {
     /*
         Combine Kaiju profiles with their databases
     */
-    ch_input_for_kaiju2krona = ch_input_profiles.kaiju
+    ch_input_for_kaiju2krona = ch_input_classifications.kaiju
         .map{ [it[0]['db_name'], it[0], it[1]] }
         .combine( databases.map{ [it[0]['db_name'], it[1]] }, by: 0 )
         .multiMap{
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 79a2bfd..7eec13d 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -214,7 +214,7 @@ workflow TAXPROFILER {
         SUBWORKFLOW: VISUALIZATION_KRONA
     */
     if ( params.run_krona ) {
-        VISUALIZATION_KRONA ( PROFILING.out.profiles, DB_CHECK.out.dbs )
+        VISUALIZATION_KRONA ( PROFILING.out.classifications, PROFILING.out.profiles, DB_CHECK.out.dbs )
         ch_versions = ch_versions.mix( VISUALIZATION_KRONA.out.versions )
     }
 

From 069370db8610aedd557438b0f071771cf97832fd Mon Sep 17 00:00:00 2001
From: "Thomas A. Christensen II" <25492070+MillironX@users.noreply.github.com>
Date: Mon, 27 Jun 2022 13:39:42 -0500
Subject: [PATCH 261/372] Add unclassified and verbose flags to kaiju2krona

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

diff --git a/conf/modules.config b/conf/modules.config
index f9d0329..6563cc9 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -351,6 +351,10 @@ process {
         ]
     }
 
+    withName: KAIJU_KAIJU2KRONA {
+        ext.args = '-v -u'
+    }
+
     withName: DIAMOND_BLASTX {
         ext.args = { "${meta.db_params}" }
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }

From 6673ccf8d8bb0883d5b066e16ac59293830a80c1 Mon Sep 17 00:00:00 2001
From: "Thomas A. Christensen II" <25492070+MillironX@users.noreply.github.com>
Date: Tue, 28 Jun 2022 13:13:37 +0000
Subject: [PATCH 262/372] Update channel assignment alignment in profiling
 subworkflow

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 subworkflows/local/profiling.nf | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 45c49f5..c10ef5b 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -109,10 +109,10 @@ workflow PROFILING {
                                 }
 
         MEGAN_RMA2INFO (ch_maltrun_for_megan, params.malt_generate_megansummary )
-        ch_multiqc_files   = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([])  )
-        ch_versions        = ch_versions.mix( MALT_RUN.out.versions.first(), MEGAN_RMA2INFO.out.versions.first() )
+        ch_multiqc_files       = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([])  )
+        ch_versions            = ch_versions.mix( MALT_RUN.out.versions.first(), MEGAN_RMA2INFO.out.versions.first() )
         ch_raw_classifications = ch_raw_classifications.mix( ch_maltrun_for_megan )
-        ch_raw_profiles    = ch_raw_profiles.mix( MEGAN_RMA2INFO.out.txt )
+        ch_raw_profiles        = ch_raw_profiles.mix( MEGAN_RMA2INFO.out.txt )
 
     }
 

From 0050f453456cdf7007881b2a7e4244c03a6a6c2c Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 30 Jun 2022 11:43:52 +0200
Subject: [PATCH 263/372] Add taxonomy directory param

---
 nextflow.config                           | 1 +
 subworkflows/local/visualization_krona.nf | 4 ++++
 2 files changed, 5 insertions(+)

diff --git a/nextflow.config b/nextflow.config
index 29c87cd..88b8d43 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -128,6 +128,7 @@ params {
 
     // krona
     run_krona                  = false
+    krona_taxonomy_directory   = null
 }
 
 // Load base.config by default for all pipelines
diff --git a/subworkflows/local/visualization_krona.nf b/subworkflows/local/visualization_krona.nf
index b9f645d..d945184 100644
--- a/subworkflows/local/visualization_krona.nf
+++ b/subworkflows/local/visualization_krona.nf
@@ -51,6 +51,10 @@ workflow VISUALIZATION_KRONA {
     ch_krona_html = ch_krona_html.mix( KRONA_KTIMPORTTEXT.out.html )
     ch_versions = ch_versions.mix( KRONA_KTIMPORTTEXT.out.versions.first() )
 
+    /*
+        Convert Krona
+    */
+
     emit:
     html = ch_krona_html
     versions = ch_versions

From 02c06b9f7bc24085cd271cd100f47e02373ff60d Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 30 Jun 2022 18:33:11 +0200
Subject: [PATCH 264/372] Add support for MALT display in Krona, tweaks other
 krona modules to dispaly tool name in output file

---
 conf/modules.config                           | 27 ++++++++++-
 modules.json                                  |  6 +++
 modules/nf-core/modules/gunzip/main.nf        | 34 ++++++++++++++
 modules/nf-core/modules/gunzip/meta.yml       | 34 ++++++++++++++
 .../modules/krona/ktimporttaxonomy/main.nf    | 38 +++++++++++++++
 .../modules/krona/ktimporttaxonomy/meta.yml   | 47 +++++++++++++++++++
 subworkflows/local/visualization_krona.nf     | 21 ++++++++-
 workflows/taxprofiler.nf                      |  2 +
 8 files changed, 206 insertions(+), 3 deletions(-)
 create mode 100644 modules/nf-core/modules/gunzip/main.nf
 create mode 100644 modules/nf-core/modules/gunzip/meta.yml
 create mode 100644 modules/nf-core/modules/krona/ktimporttaxonomy/main.nf
 create mode 100644 modules/nf-core/modules/krona/ktimporttaxonomy/meta.yml

diff --git a/conf/modules.config b/conf/modules.config
index 6563cc9..098d9bb 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -273,7 +273,7 @@ process {
         ]
     }
 
-    withName: MEGAN_RMA2INFO {
+    withName: 'NFCORE_TAXPROFILER:TAXPROFILER:PROFILING:MEGAN_RMA2INFO' {
         ext.args = "-c2c Taxonomy"
         ext.prefix = { "${meta.id}" }
         publishDir = [
@@ -293,7 +293,32 @@ process {
         ]
     }
 
+    withName: KRONA_CLEANUP {
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        publishDir = [
+            path: { "${params.outdir}/krona" },
+            mode: params.publish_dir_mode,
+            pattern: '*.{html}'
+        ]
+    }
+
     withName: KRONA_KTIMPORTTEXT {
+        ext.prefix = { "${meta.tool}-${meta.id}" }
+        publishDir = [
+            path: { "${params.outdir}/krona" },
+            mode: params.publish_dir_mode,
+            pattern: '*.{html}'
+        ]
+    }
+
+    withName: 'NFCORE_TAXPROFILER:TAXPROFILER:VISUALIZATION_KRONA:MEGAN_RMA2INFO' {
+        ext.args = { "--read2class Taxonomy" }
+        ext.prefix = { "${meta.id}-${meta.db_name}" }
+    }
+
+    withName: KRONA_KTIMPORTTAXONOMY {
+        ext.args = "-i"
+        ext.prefix = { "${meta.tool}-${meta.id}" }
         publishDir = [
             path: { "${params.outdir}/krona" },
             mode: params.publish_dir_mode,
diff --git a/modules.json b/modules.json
index 7da0e79..13c6592 100644
--- a/modules.json
+++ b/modules.json
@@ -39,6 +39,9 @@
             "filtlong": {
                 "git_sha": "089f761f0bf79c4a486f1df9b6205f650196a2c1"
             },
+            "gunzip": {
+                "git_sha": "9aadd9a6d3f5964476582319b3a1c54a3e3fe7c9"
+            },
             "kaiju/kaiju": {
                 "git_sha": "8856f127c58f6af479128be8b8df4d42e442ddbe"
             },
@@ -54,6 +57,9 @@
             "krakentools/kreport2krona": {
                 "git_sha": "8b2a473f586bed003e72d2b183acc43fc0ddc422"
             },
+            "krona/ktimporttaxonomy": {
+                "git_sha": "233fa70811a03a4cecb2ece483b5c8396e2cee1d"
+            },
             "krona/ktimporttext": {
                 "git_sha": "cdefbec66999c0b49d8bfeea9d6f9d19056635a2"
             },
diff --git a/modules/nf-core/modules/gunzip/main.nf b/modules/nf-core/modules/gunzip/main.nf
new file mode 100644
index 0000000..61bf1af
--- /dev/null
+++ b/modules/nf-core/modules/gunzip/main.nf
@@ -0,0 +1,34 @@
+process GUNZIP {
+    tag "$archive"
+    label 'process_low'
+
+    conda (params.enable_conda ? "conda-forge::sed=4.7" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/ubuntu:20.04' :
+        'ubuntu:20.04' }"
+
+    input:
+    tuple val(meta), path(archive)
+
+    output:
+    tuple val(meta), path("$gunzip"), emit: gunzip
+    path "versions.yml"             , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    gunzip = archive.toString() - '.gz'
+    """
+    gunzip \\
+        -f \\
+        $args \\
+        $archive
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        gunzip: \$(echo \$(gunzip --version 2>&1) | sed 's/^.*(gzip) //; s/ Copyright.*\$//')
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/gunzip/meta.yml b/modules/nf-core/modules/gunzip/meta.yml
new file mode 100644
index 0000000..4d2ebc8
--- /dev/null
+++ b/modules/nf-core/modules/gunzip/meta.yml
@@ -0,0 +1,34 @@
+name: gunzip
+description: Compresses and decompresses files.
+keywords:
+  - gunzip
+  - compression
+tools:
+  - gunzip:
+    description: |
+      gzip is a file format and a software application used for file compression and decompression.
+    documentation: https://www.gnu.org/software/gzip/manual/gzip.html
+    licence: ["GPL-3.0-or-later"]
+input:
+  - meta:
+    type: map
+    description: |
+      Optional groovy Map containing meta information
+      e.g. [ id:'test', single_end:false ]
+  - archive:
+    type: file
+    description: File to be compressed/uncompressed
+    pattern: "*.*"
+output:
+  - gunzip:
+    type: file
+    description: Compressed/uncompressed file
+    pattern: "*.*"
+  - versions:
+    type: file
+    description: File containing software versions
+    pattern: "versions.yml"
+authors:
+  - "@joseespinosa"
+  - "@drpatelh"
+  - "@jfy133"
diff --git a/modules/nf-core/modules/krona/ktimporttaxonomy/main.nf b/modules/nf-core/modules/krona/ktimporttaxonomy/main.nf
new file mode 100644
index 0000000..5ea9e9e
--- /dev/null
+++ b/modules/nf-core/modules/krona/ktimporttaxonomy/main.nf
@@ -0,0 +1,38 @@
+process KRONA_KTIMPORTTAXONOMY {
+    tag "${meta.id}"
+    label 'process_high'
+
+    // WARN: Version information not provided by tool on CLI. Please update version string below when bumping container versions.
+    conda (params.enable_conda ? "bioconda::krona=2.8" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/krona:2.8--pl5262hdfd78af_2' :
+        'quay.io/biocontainers/krona:2.8--pl5262hdfd78af_2' }"
+
+    input:
+    tuple val(meta), path(report)
+    path taxonomy
+
+    output:
+    tuple val(meta), path ('*.html'), emit: html
+    path "versions.yml"             , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    def VERSION = '2.8' // WARN: Version information not provided by tool on CLI. Please update this string when bumping container versions.
+    """
+    ktImportTaxonomy \\
+        $args \\
+        -o ${prefix}.html \\
+        -tax $taxonomy \\
+        $report
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        krona: $VERSION
+    END_VERSIONS
+    """
+}
\ No newline at end of file
diff --git a/modules/nf-core/modules/krona/ktimporttaxonomy/meta.yml b/modules/nf-core/modules/krona/ktimporttaxonomy/meta.yml
new file mode 100644
index 0000000..df0ad1c
--- /dev/null
+++ b/modules/nf-core/modules/krona/ktimporttaxonomy/meta.yml
@@ -0,0 +1,47 @@
+name: krona_ktimporttaxonomy
+description: KronaTools Import Taxonomy imports taxonomy classifications and produces an interactive Krona plot.
+keywords:
+  - plot
+  - taxonomy
+  - interactive
+  - html
+  - visualisation
+  - krona chart
+tools:
+  - krona:
+      description: Krona Tools is a set of scripts to create Krona charts from several Bioinformatics tools as well as from text and XML files.
+      homepage: https://github.com/marbl/Krona/wiki/KronaTools
+      documentation: http://manpages.ubuntu.com/manpages/impish/man1/ktImportTaxonomy.1.html
+      tool_dev_url:
+      doi: https://doi.org/10.1186/1471-2105-12-385
+      licence:
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test']
+  - database:
+      type: file
+      description: |
+        Path to the taxonomy database .tab file downloaded by krona/ktUpdateTaxonomy
+        The file will be saved under a folder named "taxonomy" as "taxonomy/taxonomy.tab".
+        The parent folder will be passed as argument to ktImportTaxonomy.
+  - report:
+      type: file
+      description: "A tab-delimited file with taxonomy IDs and (optionally) query IDs, magnitudes, and scores.  Query IDs are taken from column 1, taxonomy IDs from column 2, and scores from column 3.  Lines beginning with # will be ignored."
+      pattern: "*.{tsv}"
+
+output:
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+  - html:
+      type: file
+      description: A html file containing an interactive krona plot.
+      pattern: "*.{html}"
+
+authors:
+  - "@mjakobs"
diff --git a/subworkflows/local/visualization_krona.nf b/subworkflows/local/visualization_krona.nf
index aac7475..7a94fc6 100644
--- a/subworkflows/local/visualization_krona.nf
+++ b/subworkflows/local/visualization_krona.nf
@@ -2,10 +2,13 @@
 // Create Krona visualizations
 //
 
+include { MEGAN_RMA2INFO            } from '../../modules/nf-core/modules/megan/rma2info/main'
 include { KAIJU_KAIJU2KRONA         } from '../../modules/nf-core/modules/kaiju/kaiju2krona/main'
 include { KRAKENTOOLS_KREPORT2KRONA } from '../../modules/nf-core/modules/krakentools/kreport2krona/main'
 include { KRONA_CLEANUP             } from '../../modules/local/krona_cleanup'
 include { KRONA_KTIMPORTTEXT        } from '../../modules/nf-core/modules/krona/ktimporttext/main'
+include { KRONA_KTIMPORTTAXONOMY    } from '../../modules/nf-core/modules/krona/ktimporttaxonomy/main'
+include { GUNZIP                    } from '../../modules/nf-core/modules/gunzip/main'
 
 workflow VISUALIZATION_KRONA {
     take:
@@ -30,6 +33,7 @@ workflow VISUALIZATION_KRONA {
     ch_input_classifications = classifications
         .branch {
             kaiju: it[0]['tool'] == 'kaiju'
+            malt: it[0]['tool'] == 'malt'
             unknown: true
         }
 
@@ -72,15 +76,28 @@ workflow VISUALIZATION_KRONA {
         Convert Krona text files into html Krona visualizations
     */
     ch_krona_text_for_import = ch_cleaned_krona_text
-        .map{[[id: it[0]['db_name']], it[1]]}
+        .map{[[id: it[0]['db_name'], tool: it[0]['tool']], it[1]]}
         .groupTuple()
+        .dump(tag: "text")
     KRONA_KTIMPORTTEXT( ch_krona_text_for_import )
     ch_krona_html = ch_krona_html.mix( KRONA_KTIMPORTTEXT.out.html )
     ch_versions = ch_versions.mix( KRONA_KTIMPORTTEXT.out.versions.first() )
 
     /*
-        Convert Krona
+        Convert MALT/MEGAN RMA2INFO files into html Krona visualisations
     */
+    if ( params.krona_taxonomy_directory ) {
+        MEGAN_RMA2INFO ( ch_input_classifications.malt, false )
+        GUNZIP ( MEGAN_RMA2INFO.out.txt )
+        ch_krona_taxonomy_for_input = GUNZIP.out.gunzip
+            .map{[[id: it[0]['db_name'], tool: it[0]['tool']], it[1]]}
+            .groupTuple()
+            .dump(tag: "taxonomy")
+        KRONA_KTIMPORTTAXONOMY ( ch_krona_taxonomy_for_input, file(params.krona_taxonomy_directory, checkExists: true) )
+        ch_krona_html.mix( KRONA_KTIMPORTTAXONOMY.out.html )
+        ch_versions = ch_versions.mix( MEGAN_RMA2INFO.out.versions.first() )
+        ch_versions = ch_versions.mix( KRONA_KTIMPORTTAXONOMY.out.versions.first() )
+    }
 
     emit:
     html = ch_krona_html
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 7eec13d..2037649 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -35,6 +35,8 @@ if (params.longread_hostremoval_index      ) { ch_longread_reference_index  = fi
 
 if (params.diamond_save_reads              ) log.warn "[nf-core/taxprofiler] DIAMOND only allows output of a single format. As --diamond_save_reads supplied, only aligned reads in SAM format will be produced, no taxonomic profiles will be available."
 
+if (params.run_malt && params.run_krona && !params.krona_taxonomy_directory) log.warn "[nf-core/taxprofiler] Krona can only be run on MALT output if path to Krona taxonomy database supplied to --krona_taxonomy_directory. Krona will not be executed in this run for MALT."
+
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
     CONFIG FILES

From 97e6cdf4b4a8944fc60fb12389f4a9ab868aa216 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 30 Jun 2022 18:36:13 +0200
Subject: [PATCH 265/372] Add Krona taxonomy DB to schema build

---
 nextflow_schema.json | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index fe77913..78635a7 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -438,6 +438,10 @@
         },
         "run_krona": {
             "type": "boolean"
+        },
+        "krona_taxonomy_directory": {
+            "type": "string",
+            "default": null
         }
     }
 }

From 447b8f09057bbd994385ae4490e30c53d599e6b0 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 1 Jul 2022 17:21:19 +0200
Subject: [PATCH 266/372] Get fixed Krona module and add Krona taxonomy to test
 profile

---
 conf/test.config                                        | 1 +
 modules.json                                            | 2 +-
 modules/nf-core/modules/krona/ktimporttaxonomy/main.nf  | 9 ++++++---
 modules/nf-core/modules/krona/ktimporttaxonomy/meta.yml | 7 ++++---
 4 files changed, 12 insertions(+), 7 deletions(-)

diff --git a/conf/test.config b/conf/test.config
index 04dfb4d..375f463 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -38,6 +38,7 @@ params {
     run_centrifuge                        = true
     run_diamond                           = true
     run_krona                             = true
+    krona_taxonomy_directory              = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/sarscov2/metagenome/krona_taxonomy.tab'
     malt_save_reads                       = true
     kraken2_save_reads                    = true
     centrifuge_save_reads                 = true
diff --git a/modules.json b/modules.json
index 13c6592..b4c13f0 100644
--- a/modules.json
+++ b/modules.json
@@ -58,7 +58,7 @@
                 "git_sha": "8b2a473f586bed003e72d2b183acc43fc0ddc422"
             },
             "krona/ktimporttaxonomy": {
-                "git_sha": "233fa70811a03a4cecb2ece483b5c8396e2cee1d"
+                "git_sha": "0e9fd9370ad1845870b8a9c63fcc47d999a1739e"
             },
             "krona/ktimporttext": {
                 "git_sha": "cdefbec66999c0b49d8bfeea9d6f9d19056635a2"
diff --git a/modules/nf-core/modules/krona/ktimporttaxonomy/main.nf b/modules/nf-core/modules/krona/ktimporttaxonomy/main.nf
index 5ea9e9e..9b03462 100644
--- a/modules/nf-core/modules/krona/ktimporttaxonomy/main.nf
+++ b/modules/nf-core/modules/krona/ktimporttaxonomy/main.nf
@@ -10,7 +10,7 @@ process KRONA_KTIMPORTTAXONOMY {
 
     input:
     tuple val(meta), path(report)
-    path taxonomy
+    path taxonomy, stageAs: 'taxonomy.tab'
 
     output:
     tuple val(meta), path ('*.html'), emit: html
@@ -24,10 +24,13 @@ process KRONA_KTIMPORTTAXONOMY {
     def prefix = task.ext.prefix ?: "${meta.id}"
     def VERSION = '2.8' // WARN: Version information not provided by tool on CLI. Please update this string when bumping container versions.
     """
+    TAXONOMY=\$(find -L . -name '*.tab' -exec dirname {} \\;)
+    echo \$TAXONOMY
+
     ktImportTaxonomy \\
         $args \\
         -o ${prefix}.html \\
-        -tax $taxonomy \\
+        -tax \$TAXONOMY/ \\
         $report
 
     cat <<-END_VERSIONS > versions.yml
@@ -35,4 +38,4 @@ process KRONA_KTIMPORTTAXONOMY {
         krona: $VERSION
     END_VERSIONS
     """
-}
\ No newline at end of file
+}
diff --git a/modules/nf-core/modules/krona/ktimporttaxonomy/meta.yml b/modules/nf-core/modules/krona/ktimporttaxonomy/meta.yml
index df0ad1c..0fd7d5f 100644
--- a/modules/nf-core/modules/krona/ktimporttaxonomy/meta.yml
+++ b/modules/nf-core/modules/krona/ktimporttaxonomy/meta.yml
@@ -25,9 +25,10 @@ input:
   - database:
       type: file
       description: |
-        Path to the taxonomy database .tab file downloaded by krona/ktUpdateTaxonomy
-        The file will be saved under a folder named "taxonomy" as "taxonomy/taxonomy.tab".
-        The parent folder will be passed as argument to ktImportTaxonomy.
+        Path to a Krona taxonomy .tab file normally downloaded and generated by
+        krona/ktUpdateTaxonomy. Custom taxonomy files can have any name, but
+        must end in `.tab`.
+      pattern: "*tab"
   - report:
       type: file
       description: "A tab-delimited file with taxonomy IDs and (optionally) query IDs, magnitudes, and scores.  Query IDs are taken from column 1, taxonomy IDs from column 2, and scores from column 3.  Lines beginning with # will be ignored."

From a0ee82bf43ad79ef94b5b3a8e7f9dc72ae30e18a Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 12 Jul 2022 11:39:26 +0200
Subject: [PATCH 267/372] Add motus/merge and biom support

---
 conf/modules.config                           |  8 +++
 conf/test_motus.config                        |  1 +
 modules.json                                  |  5 +-
 modules/nf-core/modules/motus/merge/main.nf   | 47 +++++++++++++++
 modules/nf-core/modules/motus/merge/meta.yml  | 57 ++++++++++++++++++
 modules/nf-core/modules/motus/profile/main.nf |  2 +-
 nextflow.config                               |  4 ++
 nextflow_schema.json                          | 60 ++++++++++++++++---
 subworkflows/local/profiling.nf               |  1 +
 .../local/standardisation_profiles.nf         | 56 +++++++++++++++++
 subworkflows/local/visualization_krona.nf     |  4 +-
 workflows/taxprofiler.nf                      |  9 +++
 12 files changed, 241 insertions(+), 13 deletions(-)
 create mode 100644 modules/nf-core/modules/motus/merge/main.nf
 create mode 100644 modules/nf-core/modules/motus/merge/meta.yml
 create mode 100644 subworkflows/local/standardisation_profiles.nf

diff --git a/conf/modules.config b/conf/modules.config
index b858ec3..1558a98 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -391,12 +391,20 @@ process {
     }
 
     withName: MOTUS_PROFILE {
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
             path: { "${params.outdir}/motus/${meta.db_name}" },
             mode: params.publish_dir_mode
         ]
     }
 
+    withName: MOTUS_MERGE {
+        publishDir = [
+            path: { "${params.outdir}/motus/" },
+            mode: params.publish_dir_mode
+        ]
+    }
+
     withName: CUSTOM_DUMPSOFTWAREVERSIONS {
         publishDir = [
             path: { "${params.outdir}/pipeline_info" },
diff --git a/conf/test_motus.config b/conf/test_motus.config
index 9d39ad4..1405447 100644
--- a/conf/test_motus.config
+++ b/conf/test_motus.config
@@ -38,4 +38,5 @@ params {
     run_centrifuge                        = false
     run_diamond                           = false
     run_motus                             = true
+    run_profile_standardisation           = true
 }
diff --git a/modules.json b/modules.json
index 1d40748..f98cd62 100644
--- a/modules.json
+++ b/modules.json
@@ -78,8 +78,11 @@
             "minimap2/index": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
+            "motus/merge": {
+                "git_sha": "b02e648c221e1da17cb589eefe297e61ec9e9c49"
+            },
             "motus/profile": {
-                "git_sha": "6b960f0e75bbb4d5bd301cd3875fa078d0eab4d1"
+                "git_sha": "b02e648c221e1da17cb589eefe297e61ec9e9c49"
             },
             "multiqc": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
diff --git a/modules/nf-core/modules/motus/merge/main.nf b/modules/nf-core/modules/motus/merge/main.nf
new file mode 100644
index 0000000..01ca5a2
--- /dev/null
+++ b/modules/nf-core/modules/motus/merge/main.nf
@@ -0,0 +1,47 @@
+VERSION = '3.0.1'
+
+process MOTUS_MERGE {
+    label 'process_low'
+
+    conda (params.enable_conda ? "bioconda::motus=3.0.1" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/motus:3.0.1--pyhdfd78af_0':
+        'quay.io/biocontainers/motus:3.0.1--pyhdfd78af_0' }"
+
+    input:
+    path input
+    path db // to stop docker saying it can't find it... would have to have the module in upstream steps anyway
+    path profile_version_yml, stageAs: 'profile_version.yml'
+    val biom_format
+
+    output:
+    path("*.txt") , optional: true, emit: txt
+    path("*.biom"), optional: true, emit: biom
+    path "versions.yml" , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    def prefix = 'motus_merged'
+    def cmd_input = input.size() > 1 ? "-i ${input.join(',')}" : input.isDirectory() ? "-d ${input}" : "-i ${input}"
+    def output = biom_format ? "-B -o ${prefix}.biom" : "-o ${prefix}.txt"
+    """
+    motus \\
+        merge \\
+        -db $db \\
+        ${cmd_input} \\
+        $args \\
+        ${output}
+
+    ## Take version from the mOTUs/profile module output, as cannot reconstruct
+    ## version without having database staged in this directory.
+    VERSION=\$(cat ${profile_version_yml} | grep '/*motus:.*' | sed 's/.*otus: //g')
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        motus: \$VERSION
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/motus/merge/meta.yml b/modules/nf-core/modules/motus/merge/meta.yml
new file mode 100644
index 0000000..c9c7711
--- /dev/null
+++ b/modules/nf-core/modules/motus/merge/meta.yml
@@ -0,0 +1,57 @@
+name: "motus_merge"
+description: Taxonomic meta-omics profiling using universal marker genes
+keywords:
+  - classify
+  - metagenomics
+  - fastq
+  - taxonomic profiling
+  - merging
+  - merge
+  - otu table
+tools:
+  - "motus":
+      description: "Marker gene-based OTU (mOTU) profiling"
+      homepage: "https://motu-tool.org/"
+      documentation: "https://github.com/motu-tool/mOTUs/wiki"
+      tool_dev_url: "https://github.com/motu-tool/mOTUs"
+      doi: "10.1038/s41467-019-08844-4"
+      licence: "['GPL v3']"
+
+input:
+  - input:
+      type: file
+      description: |
+        List of output files (more than one) from motus profile,
+        or a single directory containing motus output files.
+  - db:
+      type: directory
+      description: |
+        mOTUs database downloaded by `motus downloadDB`
+        pattern: "db_mOTU/"
+  - profile_version_yml:
+      type: file
+      description: |
+        A single versions.yml file output from motus/profile. motus/merge cannot reconstruct
+        this itself without having the motus database present and configured with the tool
+        so here we take it from what is already reported by the upstream module.
+      pattern: "versions.yml"
+  - biom_format:
+      type: boolean
+      description: Whether to save output OTU table in biom format
+
+output:
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+  - txt:
+      type: file
+      description: OTU table in txt format, if BIOM format not requested
+      pattern: "*.txt"
+  - biom:
+      type: file
+      description: OTU table in biom format, if BIOM format requested
+      pattern: "*.biom"
+
+authors:
+  - "@jfy133"
diff --git a/modules/nf-core/modules/motus/profile/main.nf b/modules/nf-core/modules/motus/profile/main.nf
index 6a1acd3..2747984 100644
--- a/modules/nf-core/modules/motus/profile/main.nf
+++ b/modules/nf-core/modules/motus/profile/main.nf
@@ -48,7 +48,7 @@ process MOTUS_PROFILE {
     fi
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        mOTUs: \$VERSION
+        motus: \$VERSION
     END_VERSIONS
     """
 }
diff --git a/nextflow.config b/nextflow.config
index 7160d0f..58c9254 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -132,6 +132,10 @@ params {
     // krona
     run_krona                  = false
     krona_taxonomy_directory   = null
+
+    // profile standardisation
+    run_profile_standardisation = false
+    generate_biom_output                 = false
 }
 
 // Load base.config by default for all pipelines
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 4eec889..28050ba 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -52,7 +55,8 @@
                     "type": "string",
                     "description": "Name of iGenomes reference.",
                     "fa_icon": "fas fa-book",
-                    "help_text": "If using a reference genome configured in the pipeline using iGenomes, use this parameter to give the ID for the reference. This is then used to build the full paths for all required reference genome files e.g. `--genome GRCh38`. \n\nSee the [nf-core website docs](https://nf-co.re/usage/reference_genomes) for more details."
+                    "help_text": "If using a reference genome configured in the pipeline using iGenomes, use this parameter to give the ID for the reference. This is then used to build the full paths for all required reference genome files e.g. `--genome GRCh38`. \n\nSee the [nf-core website docs](https://nf-co.re/usage/reference_genomes) for more details.",
+                    "hidden": true
                 },
                 "igenomes_base": {
                     "type": "string",
@@ -173,7 +177,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -287,7 +298,10 @@
         "shortread_qc_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": ["fastp", "adapterremoval"]
+            "enum": [
+                "fastp",
+                "adapterremoval"
+            ]
         },
         "shortread_qc_skipadaptertrim": {
             "type": "boolean"
@@ -313,7 +327,11 @@
         "shortread_complexityfilter_tool": {
             "type": "string",
             "default": "bbduk",
-            "enum": ["bbduk", "prinseqplusplus", "fastp"]
+            "enum": [
+                "bbduk",
+                "prinseqplusplus",
+                "fastp"
+            ]
         },
         "shortread_complexityfilter_bbduk_windowsize": {
             "type": "integer",
@@ -329,7 +347,10 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": ["entropy", "dust"]
+            "enum": [
+                "entropy",
+                "dust"
+            ]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -385,7 +406,14 @@
         "kaiju_taxon_name": {
             "type": "string",
             "default": "species",
-            "enum": ["phylum", "class", "order", "family", "genus", "species"]
+            "enum": [
+                "phylum",
+                "class",
+                "order",
+                "family",
+                "genus",
+                "species"
+            ]
         },
         "run_diamond": {
             "type": "boolean"
@@ -393,7 +421,15 @@
         "diamond_output_format": {
             "type": "string",
             "default": "tsv",
-            "enum": ["blast", "xml", "txt", "daa", "sam", "tsv", "paf"]
+            "enum": [
+                "blast",
+                "xml",
+                "txt",
+                "daa",
+                "sam",
+                "tsv",
+                "paf"
+            ]
         },
         "longread_hostremoval_index": {
             "type": "string",
@@ -444,7 +480,13 @@
         },
         "krona_taxonomy_directory": {
             "type": "string",
-            "default": null
+            "default": "None"
+        },
+        "run_profile_standardisation": {
+            "type": "boolean"
+        },
+        "generate_biom_output": {
+            "type": "boolean"
         }
     }
 }
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 60963c9..68f8dcc 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -234,5 +234,6 @@ workflow PROFILING {
     classifications = ch_raw_classifications
     profiles        = ch_raw_profiles    // channel: [ val(meta), [ reads ] ] - should be text files or biom
     versions        = ch_versions          // channel: [ versions.yml ]
+    motu_version    = MOTUS_PROFILE.out.versions.first()
     mqc             = ch_multiqc_files
 }
diff --git a/subworkflows/local/standardisation_profiles.nf b/subworkflows/local/standardisation_profiles.nf
new file mode 100644
index 0000000..92ceb16
--- /dev/null
+++ b/subworkflows/local/standardisation_profiles.nf
@@ -0,0 +1,56 @@
+//
+// Create Krona visualizations
+//
+
+include { MOTUS_MERGE } from '../../modules/nf-core/modules/motus/merge/main'
+
+workflow STANDARDISATION_PROFILES {
+    take:
+    classifications
+    profiles
+    databases
+    motu_version
+
+    main:
+    ch_standardised_tables = Channel.empty()
+    ch_versions            = Channel.empty()
+
+    /*
+        Split profile results based on tool they come from
+    */
+    ch_input_profiles = profiles
+        .branch {
+            motus: it[0]['tool'] == 'motus'
+            unknown: true
+        }
+
+    ch_input_classifications = classifications
+        .branch {
+            unknown: true
+        }
+
+    ch_input_databases = databases
+        .branch {
+            motus: it[0]['tool'] == 'motus'
+            unknown: true
+        }
+
+    /*
+        Standardise and aggregate
+    */
+
+    // mOTUs has a 'single' database, and cannot create custom ones.
+    // Therefore removing db info here, and publish merged at root mOTUs results
+    // directory
+    MOTUS_MERGE ( ch_input_profiles.motus.map{it[1]}.collect(), ch_input_databases.motus.map{it[1]}, motu_version, params.generate_biom_output )
+    if ( params.generate_biom_output ) {
+        ch_standardised_tables = ch_standardised_tables.mix ( MOTUS_MERGE.out.biom )
+    } else {
+        ch_standardised_tables = ch_standardised_tables.mix ( MOTUS_MERGE.out.txt )
+    }
+    ch_versions = ch_versions.mix( MOTUS_MERGE.out.versions )
+
+    emit:
+    tables = ch_standardised_tables
+    versions = ch_versions
+}
diff --git a/subworkflows/local/visualization_krona.nf b/subworkflows/local/visualization_krona.nf
index 7a94fc6..397251f 100644
--- a/subworkflows/local/visualization_krona.nf
+++ b/subworkflows/local/visualization_krona.nf
@@ -78,7 +78,7 @@ workflow VISUALIZATION_KRONA {
     ch_krona_text_for_import = ch_cleaned_krona_text
         .map{[[id: it[0]['db_name'], tool: it[0]['tool']], it[1]]}
         .groupTuple()
-        .dump(tag: "text")
+
     KRONA_KTIMPORTTEXT( ch_krona_text_for_import )
     ch_krona_html = ch_krona_html.mix( KRONA_KTIMPORTTEXT.out.html )
     ch_versions = ch_versions.mix( KRONA_KTIMPORTTEXT.out.versions.first() )
@@ -92,7 +92,7 @@ workflow VISUALIZATION_KRONA {
         ch_krona_taxonomy_for_input = GUNZIP.out.gunzip
             .map{[[id: it[0]['db_name'], tool: it[0]['tool']], it[1]]}
             .groupTuple()
-            .dump(tag: "taxonomy")
+
         KRONA_KTIMPORTTAXONOMY ( ch_krona_taxonomy_for_input, file(params.krona_taxonomy_directory, checkExists: true) )
         ch_krona_html.mix( KRONA_KTIMPORTTAXONOMY.out.html )
         ch_versions = ch_versions.mix( MEGAN_RMA2INFO.out.versions.first() )
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 2037649..e382e05 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -65,6 +65,7 @@ include { LONGREAD_HOSTREMOVAL          } from '../subworkflows/local/longread_h
 include { SHORTREAD_COMPLEXITYFILTERING } from '../subworkflows/local/shortread_complexityfiltering'
 include { PROFILING                     } from '../subworkflows/local/profiling'
 include { VISUALIZATION_KRONA           } from '../subworkflows/local/visualization_krona'
+include { STANDARDISATION_PROFILES      } from '../subworkflows/local/standardisation_profiles'
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -220,6 +221,14 @@ workflow TAXPROFILER {
         ch_versions = ch_versions.mix( VISUALIZATION_KRONA.out.versions )
     }
 
+    /*
+        SUBWORKFLOW: PROFILING STANDARDISATION
+    */
+    if ( params.run_profile_standardisation ) {
+        STANDARDISATION_PROFILES ( PROFILING.out.classifications, PROFILING.out.profiles, DB_CHECK.out.dbs, PROFILING.out.motu_version )
+        ch_versions = ch_versions.mix( STANDARDISATION_PROFILES.out.versions )
+    }
+
     /*
         MODULE: MultiQC
     */

From d8c0e9e7fe6ac0f077754017ea41ce11a43cd01e Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 12 Jul 2022 11:41:07 +0200
Subject: [PATCH 268/372] Prettier

---
 nextflow_schema.json | 49 +++++++-------------------------------------
 1 file changed, 7 insertions(+), 42 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 28050ba..b4cb837 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,10 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "outdir"
-            ],
+            "required": ["input", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -177,14 +174,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -298,10 +288,7 @@
         "shortread_qc_tool": {
             "type": "string",
             "default": "fastp",
-            "enum": [
-                "fastp",
-                "adapterremoval"
-            ]
+            "enum": ["fastp", "adapterremoval"]
         },
         "shortread_qc_skipadaptertrim": {
             "type": "boolean"
@@ -327,11 +314,7 @@
         "shortread_complexityfilter_tool": {
             "type": "string",
             "default": "bbduk",
-            "enum": [
-                "bbduk",
-                "prinseqplusplus",
-                "fastp"
-            ]
+            "enum": ["bbduk", "prinseqplusplus", "fastp"]
         },
         "shortread_complexityfilter_bbduk_windowsize": {
             "type": "integer",
@@ -347,10 +330,7 @@
         "shortread_complexityfilter_prinseqplusplus_mode": {
             "type": "string",
             "default": "entropy",
-            "enum": [
-                "entropy",
-                "dust"
-            ]
+            "enum": ["entropy", "dust"]
         },
         "shortread_complexityfilter_prinseqplusplus_dustscore": {
             "type": "number",
@@ -406,14 +386,7 @@
         "kaiju_taxon_name": {
             "type": "string",
             "default": "species",
-            "enum": [
-                "phylum",
-                "class",
-                "order",
-                "family",
-                "genus",
-                "species"
-            ]
+            "enum": ["phylum", "class", "order", "family", "genus", "species"]
         },
         "run_diamond": {
             "type": "boolean"
@@ -421,15 +394,7 @@
         "diamond_output_format": {
             "type": "string",
             "default": "tsv",
-            "enum": [
-                "blast",
-                "xml",
-                "txt",
-                "daa",
-                "sam",
-                "tsv",
-                "paf"
-            ]
+            "enum": ["blast", "xml", "txt", "daa", "sam", "tsv", "paf"]
         },
         "longread_hostremoval_index": {
             "type": "string",

From 4a316df2093a2cecc9b482d3502ce54d9147bb77 Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Tue, 12 Jul 2022 17:15:36 +0200
Subject: [PATCH 269/372] Update the dev branch with the filtlong update

---
 modules/nf-core/modules/filtlong/main.nf  | 4 +++-
 modules/nf-core/modules/filtlong/meta.yml | 5 +++++
 2 files changed, 8 insertions(+), 1 deletion(-)

diff --git a/modules/nf-core/modules/filtlong/main.nf b/modules/nf-core/modules/filtlong/main.nf
index 9dbf05b..afaa938 100644
--- a/modules/nf-core/modules/filtlong/main.nf
+++ b/modules/nf-core/modules/filtlong/main.nf
@@ -12,7 +12,8 @@ process FILTLONG {
 
     output:
     tuple val(meta), path("*.fastq.gz"), emit: reads
-    path "versions.yml"                                     , emit: versions
+    tuple val(meta), path("*.log")     , emit: log
+    path "versions.yml"                 , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
@@ -27,6 +28,7 @@ process FILTLONG {
         $short_reads \\
         $args \\
         $longreads \\
+        2> ${prefix}.log \\
         | gzip -n > ${prefix}.fastq.gz
 
     cat <<-END_VERSIONS > versions.yml
diff --git a/modules/nf-core/modules/filtlong/meta.yml b/modules/nf-core/modules/filtlong/meta.yml
index b3626e6..a50b452 100644
--- a/modules/nf-core/modules/filtlong/meta.yml
+++ b/modules/nf-core/modules/filtlong/meta.yml
@@ -45,6 +45,11 @@ output:
       type: file
       description: Filtered (compressed) fastq file
       pattern: "*.fastq.gz"
+  - log:
+      type: file
+      description: Standard error logging file containing summary statistics
+      pattern: "*.log"
 
 authors:
   - "@d4straub"
+  - "@sofstam"

From 1fbe241d27d9fe41c0bd12b5b3591d97bcb7a2e5 Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Tue, 12 Jul 2022 17:43:52 +0200
Subject: [PATCH 270/372] Update filtlong module

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

diff --git a/modules.json b/modules.json
index 1d40748..487b76c 100644
--- a/modules.json
+++ b/modules.json
@@ -37,7 +37,7 @@
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
             "filtlong": {
-                "git_sha": "089f761f0bf79c4a486f1df9b6205f650196a2c1"
+                "git_sha": "957cb9b83668075f4af101fc99502908cca487e3"
             },
             "gunzip": {
                 "git_sha": "9aadd9a6d3f5964476582319b3a1c54a3e3fe7c9"

From c22946cfabbd3acc0228026e82475ffb0ad1ffc6 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 13 Jul 2022 12:36:29 +0200
Subject: [PATCH 271/372] Fix motu versions not being exported if not run

---
 subworkflows/local/profiling.nf | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 68f8dcc..ed61f4b 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -227,13 +227,12 @@ workflow PROFILING {
         MOTUS_PROFILE ( ch_input_for_motus.reads, ch_input_for_motus.db )
         ch_versions        = ch_versions.mix( MOTUS_PROFILE.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( MOTUS_PROFILE.out.out )
-
     }
 
     emit:
     classifications = ch_raw_classifications
     profiles        = ch_raw_profiles    // channel: [ val(meta), [ reads ] ] - should be text files or biom
     versions        = ch_versions          // channel: [ versions.yml ]
-    motu_version    = MOTUS_PROFILE.out.versions.first()
+    motu_version    = params.run_motus ? MOTUS_PROFILE.out.versions.first() : Channel.empty([])
     mqc             = ch_multiqc_files
 }

From eaa69b65d81b6ede5f0afca7d8f24a56b025ff08 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 13 Jul 2022 12:38:30 +0200
Subject: [PATCH 272/372] Update mOTUs profile module and mix log for multiqc

---
 modules.json                                   | 2 +-
 modules/nf-core/modules/motus/profile/main.nf  | 6 ++++--
 modules/nf-core/modules/motus/profile/meta.yml | 4 ++++
 subworkflows/local/profiling.nf                | 1 +
 4 files changed, 10 insertions(+), 3 deletions(-)

diff --git a/modules.json b/modules.json
index 1d40748..faa267d 100644
--- a/modules.json
+++ b/modules.json
@@ -79,7 +79,7 @@
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
             "motus/profile": {
-                "git_sha": "6b960f0e75bbb4d5bd301cd3875fa078d0eab4d1"
+                "git_sha": "b6ed584443ad68ac41e6975994139454a4f23c18"
             },
             "multiqc": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
diff --git a/modules/nf-core/modules/motus/profile/main.nf b/modules/nf-core/modules/motus/profile/main.nf
index 6a1acd3..bd7a127 100644
--- a/modules/nf-core/modules/motus/profile/main.nf
+++ b/modules/nf-core/modules/motus/profile/main.nf
@@ -15,6 +15,7 @@ process MOTUS_PROFILE {
     tuple val(meta), path("*.out"), emit: out
     tuple val(meta), path("*.bam"), optional: true, emit: bam
     tuple val(meta), path("*.mgc"), optional: true, emit: mgc
+    tuple val(meta), path("*.log")                , emit: log
     path "versions.yml"           , emit: versions
 
     when:
@@ -36,7 +37,8 @@ process MOTUS_PROFILE {
         $refdb \\
         -t $task.cpus \\
         -n $prefix \\
-        -o ${prefix}.out
+        -o ${prefix}.out \\
+        2> ${prefix}.log
 
     ## mOTUs version number is not available from command line.
     ## mOTUs save the version number in index database folder.
@@ -48,7 +50,7 @@ process MOTUS_PROFILE {
     fi
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
-        mOTUs: \$VERSION
+        motus: \$VERSION
     END_VERSIONS
     """
 }
diff --git a/modules/nf-core/modules/motus/profile/meta.yml b/modules/nf-core/modules/motus/profile/meta.yml
index 19803bd..3c3b660 100644
--- a/modules/nf-core/modules/motus/profile/meta.yml
+++ b/modules/nf-core/modules/motus/profile/meta.yml
@@ -56,6 +56,10 @@ output:
       type: file
       description: Optional intermediate mgc read count table file saved with `-M`.
       pattern: "*.{mgc}"
+  - log:
+      type: file
+      description: Standard error logging file containing summary statistics
+      pattern: "*.log"
 
 authors:
   - "@jianhong"
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 60963c9..0de726b 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -227,6 +227,7 @@ workflow PROFILING {
         MOTUS_PROFILE ( ch_input_for_motus.reads, ch_input_for_motus.db )
         ch_versions        = ch_versions.mix( MOTUS_PROFILE.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( MOTUS_PROFILE.out.out )
+        ch_multiqc_files   = ch_multiqc_files.mix( MOTUS_PROFILE.out.log )
 
     }
 

From 13280e246855e159e90e5992fc47da52ccac4e5b Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 13 Jul 2022 12:44:44 +0200
Subject: [PATCH 273/372] Fix .empty

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

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index ed61f4b..d23ee11 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -233,6 +233,6 @@ workflow PROFILING {
     classifications = ch_raw_classifications
     profiles        = ch_raw_profiles    // channel: [ val(meta), [ reads ] ] - should be text files or biom
     versions        = ch_versions          // channel: [ versions.yml ]
-    motu_version    = params.run_motus ? MOTUS_PROFILE.out.versions.first() : Channel.empty([])
+    motu_version    = params.run_motus ? MOTUS_PROFILE.out.versions.first() : Channel.empty()
     mqc             = ch_multiqc_files
 }

From 31119f83c23622783cb647577afffbdfb4f8153b Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 13 Jul 2022 14:29:47 +0200
Subject: [PATCH 274/372] Send to MQC only the log file not the meta

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

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 0de726b..38bc9a8 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -227,7 +227,7 @@ workflow PROFILING {
         MOTUS_PROFILE ( ch_input_for_motus.reads, ch_input_for_motus.db )
         ch_versions        = ch_versions.mix( MOTUS_PROFILE.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( MOTUS_PROFILE.out.out )
-        ch_multiqc_files   = ch_multiqc_files.mix( MOTUS_PROFILE.out.log )
+        ch_multiqc_files   = ch_multiqc_files.mix( MOTUS_PROFILE.out.log.map{it[1]} )
 
     }
 

From 449b6a55537e85e1be45461609c8d9c0fda44bd0 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 13 Jul 2022 15:25:58 +0200
Subject: [PATCH 275/372] Fix file name output clashing wiht multiqc

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

diff --git a/conf/modules.config b/conf/modules.config
index b858ec3..df90c38 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -391,6 +391,7 @@ process {
     }
 
     withName: MOTUS_PROFILE {
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
             path: { "${params.outdir}/motus/${meta.db_name}" },
             mode: params.publish_dir_mode

From cc3967a3fd0af46000b362e217d7ba3c68707cbe Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 15 Jul 2022 10:51:41 +0200
Subject: [PATCH 276/372] Apply suggestions from code review

---
 subworkflows/local/profiling.nf | 2 +-
 workflows/taxprofiler.nf        | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index d23ee11..87a6a98 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -233,6 +233,6 @@ workflow PROFILING {
     classifications = ch_raw_classifications
     profiles        = ch_raw_profiles    // channel: [ val(meta), [ reads ] ] - should be text files or biom
     versions        = ch_versions          // channel: [ versions.yml ]
-    motu_version    = params.run_motus ? MOTUS_PROFILE.out.versions.first() : Channel.empty()
+    motus_version    = params.run_motus ? MOTUS_PROFILE.out.versions.first() : Channel.empty()
     mqc             = ch_multiqc_files
 }
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index e382e05..85a3a51 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -225,7 +225,7 @@ workflow TAXPROFILER {
         SUBWORKFLOW: PROFILING STANDARDISATION
     */
     if ( params.run_profile_standardisation ) {
-        STANDARDISATION_PROFILES ( PROFILING.out.classifications, PROFILING.out.profiles, DB_CHECK.out.dbs, PROFILING.out.motu_version )
+        STANDARDISATION_PROFILES ( PROFILING.out.classifications, PROFILING.out.profiles, DB_CHECK.out.dbs, PROFILING.out.motus_version )
         ch_versions = ch_versions.mix( STANDARDISATION_PROFILES.out.versions )
     }
 

From d83c747533e4bb916622c2066d2c2fa258d4c7cc Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 15 Jul 2022 12:38:20 +0200
Subject: [PATCH 277/372] Fix modules JSON

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

diff --git a/modules.json b/modules.json
index f98cd62..132ff8b 100644
--- a/modules.json
+++ b/modules.json
@@ -82,7 +82,7 @@
                 "git_sha": "b02e648c221e1da17cb589eefe297e61ec9e9c49"
             },
             "motus/profile": {
-                "git_sha": "b02e648c221e1da17cb589eefe297e61ec9e9c49"
+                "git_sha": "b6ed584443ad68ac41e6975994139454a4f23c18"
             },
             "multiqc": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"

From 5a2fd260fd6551854006c5f23da21bedb068ef9f Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Fri, 15 Jul 2022 12:50:50 +0200
Subject: [PATCH 278/372] Log file into multiqc channel

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

diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index 6a23b0e..08d366d 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -49,7 +49,7 @@ workflow LONGREAD_PREPROCESSING {
     }
 
     FASTQC_PROCESSED ( ch_processed_reads )
-    ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip )
+    ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip, FILTLONG.out.log )
 
     emit:
     reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]

From 035b4b7a1745efccf61513348da54e41c809dc7a Mon Sep 17 00:00:00 2001
From: mjamy <mahwashjamy@gmail.com>
Date: Fri, 15 Jul 2022 16:28:07 +0200
Subject: [PATCH 279/372] Update the dev branch with the DIAMOND module update

---
 modules.json                                    | 2 +-
 modules/nf-core/modules/diamond/blastx/main.nf  | 6 +++++-
 modules/nf-core/modules/diamond/blastx/meta.yml | 5 +++++
 3 files changed, 11 insertions(+), 2 deletions(-)

diff --git a/modules.json b/modules.json
index faa267d..2b0d5c0 100644
--- a/modules.json
+++ b/modules.json
@@ -28,7 +28,7 @@
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
             "diamond/blastx": {
-                "git_sha": "bd3bfe0817246082525ab93707976676b1fe208b"
+                "git_sha": "3531824af826c16cd252bc5aa82ae169b244ebaa"
             },
             "fastp": {
                 "git_sha": "d0a1cbb703a130c19f6796c3fce24fbe7dfce789"
diff --git a/modules/nf-core/modules/diamond/blastx/main.nf b/modules/nf-core/modules/diamond/blastx/main.nf
index d327227..1f4ff25 100644
--- a/modules/nf-core/modules/diamond/blastx/main.nf
+++ b/modules/nf-core/modules/diamond/blastx/main.nf
@@ -21,6 +21,7 @@ process DIAMOND_BLASTX {
     tuple val(meta), path('*.sam')  , optional: true, emit: sam
     tuple val(meta), path('*.tsv')  , optional: true, emit: tsv
     tuple val(meta), path('*.paf')  , optional: true, emit: paf
+    tuple val(meta), path("*.log")                  , emit: log
     path "versions.yml"                               , emit: versions
 
     when:
@@ -54,7 +55,10 @@ process DIAMOND_BLASTX {
         --query $fasta \\
         --outfmt ${outfmt} ${columns} \\
         $args \\
-        --out ${prefix}.${out_ext}
+        --out ${prefix}.${out_ext} \\
+        --log
+
+    mv diamond.log ${prefix}.log
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/modules/nf-core/modules/diamond/blastx/meta.yml b/modules/nf-core/modules/diamond/blastx/meta.yml
index 2dcd7bc..327b893 100644
--- a/modules/nf-core/modules/diamond/blastx/meta.yml
+++ b/modules/nf-core/modules/diamond/blastx/meta.yml
@@ -70,7 +70,12 @@ output:
       type: file
       description: File containing software versions
       pattern: "versions.yml"
+  - log:
+      type: file
+      description: Log file containing stdout information
+      pattern: "*.{log}"
 
 authors:
   - "@spficklin"
   - "@jfy133"
+  - "@mjamy"

From 33a5402b255a7cf82491b1169e4fcfcaaa947fce Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 19 Jul 2022 13:50:39 +0200
Subject: [PATCH 280/372] Add emitting porechop logs to multiqc and fix
 collection of others

---
 .../nf-core-taxprofiler_icon_border.svg       | 445 ++++++++++++++++++
 .../nf_core_taxprofiler_icon_border.png       | Bin 0 -> 142407 bytes
 modules.json                                  |   2 +-
 modules/nf-core/modules/porechop/main.nf      |   4 +-
 modules/nf-core/modules/porechop/meta.yml     |   5 +
 subworkflows/local/longread_preprocessing.nf  |   5 +-
 subworkflows/local/profiling.nf               |   2 +-
 7 files changed, 459 insertions(+), 4 deletions(-)
 create mode 100644 docs/images/nf-core-taxprofiler_icon_border.svg
 create mode 100644 docs/images/nf_core_taxprofiler_icon_border.png

diff --git a/docs/images/nf-core-taxprofiler_icon_border.svg b/docs/images/nf-core-taxprofiler_icon_border.svg
new file mode 100644
index 0000000..887e8e8
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literal 0
HcmV?d00001

diff --git a/modules.json b/modules.json
index 132ff8b..c7d7590 100644
--- a/modules.json
+++ b/modules.json
@@ -88,7 +88,7 @@
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
             },
             "porechop": {
-                "git_sha": "e20e57f90b6787ac9a010a980cf6ea98bd990046"
+                "git_sha": "b78e19b9dae3671db2c7d4346fe04452c1debfab"
             },
             "prinseqplusplus": {
                 "git_sha": "f1c5384c31e985591716afdd732cf8c2ae29d05b"
diff --git a/modules/nf-core/modules/porechop/main.nf b/modules/nf-core/modules/porechop/main.nf
index 65982b8..77050bc 100644
--- a/modules/nf-core/modules/porechop/main.nf
+++ b/modules/nf-core/modules/porechop/main.nf
@@ -12,6 +12,7 @@ process PORECHOP {
 
     output:
     tuple val(meta), path("*.fastq.gz"), emit: reads
+    tuple val(meta), path("*.log")     , emit: log
     path "versions.yml"                , emit: versions
 
     when:
@@ -25,7 +26,8 @@ process PORECHOP {
         -i $reads \\
         -t $task.cpus \\
         $args \\
-        -o ${prefix}.fastq.gz
+        -o ${prefix}.fastq.gz \\
+        > ${prefix}.log
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/modules/nf-core/modules/porechop/meta.yml b/modules/nf-core/modules/porechop/meta.yml
index 81399d2..e526317 100644
--- a/modules/nf-core/modules/porechop/meta.yml
+++ b/modules/nf-core/modules/porechop/meta.yml
@@ -38,6 +38,10 @@ output:
       type: file
       description: Demultiplexed and/or adapter-trimmed fastq.gz file
       pattern: "*.{fastq.gz}"
+  - log:
+      type: file
+      description: Log file containing stdout information
+      pattern: "*.log"
 
 authors:
   - "@ggabernet"
@@ -48,3 +52,4 @@ authors:
   - "@jonasscheid"
   - "@jonoave"
   - "@GokceOGUZ"
+  - "@jfy133"
diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index 6a23b0e..2de3617 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -23,9 +23,11 @@ workflow LONGREAD_PREPROCESSING {
                                                 def meta_new = meta.clone()
                                                 meta_new['single_end'] = 1
                                                 [ meta_new, reads ]
+                                        }
 
         ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
-                                            }
+        ch_multiqc_files = ch_multiqc_files.mix( PORECHOP.out.log.collect{it[1]}.ifEmpty([]) )
+
     } else if ( !params.longread_qc_run_clip && params.longread_qc_run_filter ) {
 
         ch_processed_reads = FILTLONG ( reads.map{ meta, reads -> [meta, [], reads ]} )
@@ -45,6 +47,7 @@ workflow LONGREAD_PREPROCESSING {
 
         ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
         ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
+        ch_multiqc_files = ch_multiqc_files.mix( PORECHOP.out.log.collect{it[1]}.ifEmpty([]) )
 
     }
 
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 7c2c90c..39b6cb0 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -227,7 +227,7 @@ workflow PROFILING {
         MOTUS_PROFILE ( ch_input_for_motus.reads, ch_input_for_motus.db )
         ch_versions        = ch_versions.mix( MOTUS_PROFILE.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( MOTUS_PROFILE.out.out )
-        ch_multiqc_files   = ch_multiqc_files.mix( MOTUS_PROFILE.out.log.map{it[1]} )
+        ch_multiqc_files   = ch_multiqc_files.mix( MOTUS_PROFILE.out.log.collect{it[1]}.ifEmpty([]) )
     }
 
     emit:

From 1ba6a08135dad689f11a182376f8a19b4de73b42 Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Tue, 19 Jul 2022 13:53:29 +0200
Subject: [PATCH 281/372] Seperate multiqc for filtlong

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

diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index 08d366d..27e5e37 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -49,7 +49,8 @@ workflow LONGREAD_PREPROCESSING {
     }
 
     FASTQC_PROCESSED ( ch_processed_reads )
-    ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip, FILTLONG.out.log )
+    ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip )
+    ch_multiqc_files = ch_multiqc_files.mix( FILTLONG.out.log.collect{it[1]}.ifEmpty([])) 
 
     emit:
     reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]

From 526ed797639ae275874f972e17511e21d76d425f Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Tue, 19 Jul 2022 14:01:11 +0200
Subject: [PATCH 282/372] Fix filtlong logs

---
 subworkflows/local/longread_preprocessing.nf | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index 27e5e37..ccdbeb2 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -12,7 +12,7 @@ workflow LONGREAD_PREPROCESSING {
 
     main:
     ch_versions      = Channel.empty()
-    ch_multiqc_files = Channel.empty()
+     = Channel.empty()
 
     if ( params.longread_qc_run_clip && !params.longread_qc_run_filter ) {
         PORECHOP ( reads )
@@ -30,6 +30,7 @@ workflow LONGREAD_PREPROCESSING {
 
         ch_processed_reads = FILTLONG ( reads.map{ meta, reads -> [meta, [], reads ]} )
         ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
+        ch_multiqc_files = .mix( FILTLONG.out.log.collect{it[1]}.ifEmpty([]))
 
     } else {
         PORECHOP ( reads )
@@ -45,16 +46,16 @@ workflow LONGREAD_PREPROCESSING {
 
         ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
         ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
+        ch_multiqc_files = ch_multiqc_files.mix( FILTLONG.out.log.collect{it[1]}.ifEmpty([]))
 
     }
 
     FASTQC_PROCESSED ( ch_processed_reads )
-    ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip )
-    ch_multiqc_files = ch_multiqc_files.mix( FILTLONG.out.log.collect{it[1]}.ifEmpty([])) 
+     = .mix( FASTQC_PROCESSED.out.zip )
 
     emit:
     reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]
     versions = ch_versions          // channel: [ versions.yml ]
-    mqc      = ch_multiqc_files
+    mqc      =
 }
 

From 8147dba0b49129eaff62954a26a2c355e7baab0f Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Tue, 19 Jul 2022 14:03:10 +0200
Subject: [PATCH 283/372] Fix typos

---
 subworkflows/local/longread_preprocessing.nf | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index ccdbeb2..aaec456 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -12,7 +12,7 @@ workflow LONGREAD_PREPROCESSING {
 
     main:
     ch_versions      = Channel.empty()
-     = Channel.empty()
+    ch_multiqc_files = Channel.empty()
 
     if ( params.longread_qc_run_clip && !params.longread_qc_run_filter ) {
         PORECHOP ( reads )
@@ -30,7 +30,7 @@ workflow LONGREAD_PREPROCESSING {
 
         ch_processed_reads = FILTLONG ( reads.map{ meta, reads -> [meta, [], reads ]} )
         ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
-        ch_multiqc_files = .mix( FILTLONG.out.log.collect{it[1]}.ifEmpty([]))
+        ch_multiqc_files = ch_multiqc_files.mix( FILTLONG.out.log.collect{it[1]}.ifEmpty([]))
 
     } else {
         PORECHOP ( reads )

From 25bc01f9c4aaa4e46e5e0ddf08e311ebd31154ee Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Tue, 19 Jul 2022 14:04:49 +0200
Subject: [PATCH 284/372] Fix typos

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

diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index aaec456..7dca57d 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -51,7 +51,7 @@ workflow LONGREAD_PREPROCESSING {
     }
 
     FASTQC_PROCESSED ( ch_processed_reads )
-     = .mix( FASTQC_PROCESSED.out.zip )
+    ch_multiqc_files = ch_multiqc_files.mix( FASTQC_PROCESSED.out.zip )
 
     emit:
     reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]

From 171258d545731feaa38aebd0868d65cf917fbfb9 Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Tue, 19 Jul 2022 14:07:13 +0200
Subject: [PATCH 285/372] Fix typos

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

diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index 7dca57d..a68d447 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -56,6 +56,6 @@ workflow LONGREAD_PREPROCESSING {
     emit:
     reads    = ch_processed_reads   // channel: [ val(meta), [ reads ] ]
     versions = ch_versions          // channel: [ versions.yml ]
-    mqc      =
+    mqc      = ch_multiqc_files
 }
 

From c4c82212e12ce9ab082858f5e72bc97692baec3f Mon Sep 17 00:00:00 2001
From: mjamy <mahwashjamy@gmail.com>
Date: Tue, 19 Jul 2022 14:12:16 +0200
Subject: [PATCH 286/372] incorporate diamond log file into multiqc channel

---
 subworkflows/local/profiling.nf | 1 +
 1 file changed, 1 insertion(+)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 38bc9a8..d4edc99 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -208,6 +208,7 @@ workflow PROFILING {
         DIAMOND_BLASTX ( ch_input_for_diamond.reads, ch_input_for_diamond.db, ch_diamond_reads_format , [] )
         ch_versions        = ch_versions.mix( DIAMOND_BLASTX.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( DIAMOND_BLASTX.out.tsv )
+        ch_multiqc_files   = ch_multiqc_files.mix( DIAMOND_BLASTX.out.log.collect{it[1]}.ifEmpty([]) ) 
 
     }
 

From 8d7ddb584785f7e50d7e62f7962e39731bf09e85 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 19 Jul 2022 16:30:13 +0200
Subject: [PATCH 287/372] Apply suggestions from code review

---
 subworkflows/local/longread_preprocessing.nf | 2 +-
 subworkflows/local/profiling.nf              | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index 2de3617..0710e07 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -47,7 +47,7 @@ workflow LONGREAD_PREPROCESSING {
 
         ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
         ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
-        ch_multiqc_files = ch_multiqc_files.mix( PORECHOP.out.log.collect{it[1]}.ifEmpty([]) )
+        ch_multiqc_files = ch_multiqc_files.mix( PORECHOP.out.log )
 
     }
 
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 39b6cb0..1cd513f 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -227,7 +227,7 @@ workflow PROFILING {
         MOTUS_PROFILE ( ch_input_for_motus.reads, ch_input_for_motus.db )
         ch_versions        = ch_versions.mix( MOTUS_PROFILE.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( MOTUS_PROFILE.out.out )
-        ch_multiqc_files   = ch_multiqc_files.mix( MOTUS_PROFILE.out.log.collect{it[1]}.ifEmpty([]) )
+        ch_multiqc_files   = ch_multiqc_files.mix( MOTUS_PROFILE.out.log )
     }
 
     emit:

From 237e9aa6236e2bc40cbffaa7f5f114b0de2927bd Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <91951607+sofstam@users.noreply.github.com>
Date: Tue, 19 Jul 2022 16:44:08 +0200
Subject: [PATCH 288/372] Update longread_preprocessing.nf

---
 subworkflows/local/longread_preprocessing.nf | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index a68d447..13c486e 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -30,7 +30,7 @@ workflow LONGREAD_PREPROCESSING {
 
         ch_processed_reads = FILTLONG ( reads.map{ meta, reads -> [meta, [], reads ]} )
         ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
-        ch_multiqc_files = ch_multiqc_files.mix( FILTLONG.out.log.collect{it[1]}.ifEmpty([]))
+        ch_multiqc_files = ch_multiqc_files.mix( FILTLONG.out.log )
 
     } else {
         PORECHOP ( reads )
@@ -46,7 +46,7 @@ workflow LONGREAD_PREPROCESSING {
 
         ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
         ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
-        ch_multiqc_files = ch_multiqc_files.mix( FILTLONG.out.log.collect{it[1]}.ifEmpty([]))
+        ch_multiqc_files = ch_multiqc_files.mix( FILTLONG.out.log )
 
     }
 

From 811ded38afd7b6b2d0b3257d6a18f2afaada4a31 Mon Sep 17 00:00:00 2001
From: Mahwash Jamy <40695699+mjamy@users.noreply.github.com>
Date: Tue, 19 Jul 2022 16:44:48 +0200
Subject: [PATCH 289/372] Update subworkflows/local/profiling.nf

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 subworkflows/local/profiling.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index d4edc99..4735838 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -208,7 +208,7 @@ workflow PROFILING {
         DIAMOND_BLASTX ( ch_input_for_diamond.reads, ch_input_for_diamond.db, ch_diamond_reads_format , [] )
         ch_versions        = ch_versions.mix( DIAMOND_BLASTX.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( DIAMOND_BLASTX.out.tsv )
-        ch_multiqc_files   = ch_multiqc_files.mix( DIAMOND_BLASTX.out.log.collect{it[1]}.ifEmpty([]) ) 
+        ch_multiqc_files   = ch_multiqc_files.mix( DIAMOND_BLASTX.out.log ) 
 
     }
 

From 255afee4c7dc6c8287a0d7eb39542ef2a86cc9fb Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 19 Jul 2022 17:10:10 +0200
Subject: [PATCH 290/372] Re-add the collects

---
 subworkflows/local/longread_preprocessing.nf | 2 +-
 subworkflows/local/profiling.nf              | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index 0710e07..2de3617 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -47,7 +47,7 @@ workflow LONGREAD_PREPROCESSING {
 
         ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
         ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
-        ch_multiqc_files = ch_multiqc_files.mix( PORECHOP.out.log )
+        ch_multiqc_files = ch_multiqc_files.mix( PORECHOP.out.log.collect{it[1]}.ifEmpty([]) )
 
     }
 
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 1cd513f..0ef32b3 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -227,13 +227,13 @@ workflow PROFILING {
         MOTUS_PROFILE ( ch_input_for_motus.reads, ch_input_for_motus.db )
         ch_versions        = ch_versions.mix( MOTUS_PROFILE.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( MOTUS_PROFILE.out.out )
-        ch_multiqc_files   = ch_multiqc_files.mix( MOTUS_PROFILE.out.log )
+        ch_multiqc_files   = ch_multiqc_files.mix( MOTUS_PROFILE.out.log.collect{it[1]}.ifEmpty([]) )
     }
 
     emit:
     classifications = ch_raw_classifications
     profiles        = ch_raw_profiles    // channel: [ val(meta), [ reads ] ] - should be text files or biom
     versions        = ch_versions          // channel: [ versions.yml ]
-    motus_version    = params.run_motus ? MOTUS_PROFILE.out.versions.first() : Channel.empty()
+    motus_version   = params.run_motus ? MOTUS_PROFILE.out.versions.first() : Channel.empty()
     mqc             = ch_multiqc_files
 }

From 139cf0d6aa9fb93ed3596f5106a4ddf214287927 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 26 Jul 2022 10:12:33 +0200
Subject: [PATCH 291/372] Fix

---
 subworkflows/local/profiling.nf | 8 ++++----
 workflows/taxprofiler.nf        | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 7c2c90c..1099155 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -110,7 +110,7 @@ workflow PROFILING {
                                 }
 
         MEGAN_RMA2INFO (ch_maltrun_for_megan, params.malt_generate_megansummary )
-        ch_multiqc_files       = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([])  )
+        ch_multiqc_files       = ch_multiqc_files.mix( MALT_RUN.out.log )
         ch_versions            = ch_versions.mix( MALT_RUN.out.versions.first(), MEGAN_RMA2INFO.out.versions.first() )
         ch_raw_classifications = ch_raw_classifications.mix( ch_maltrun_for_megan )
         ch_raw_profiles        = ch_raw_profiles.mix( MEGAN_RMA2INFO.out.txt )
@@ -127,7 +127,7 @@ workflow PROFILING {
                                 }
 
         KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db, params.kraken2_save_reads, params.kraken2_save_readclassification )
-        ch_multiqc_files       = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.report.collect{it[1]}.ifEmpty([])  )
+        ch_multiqc_files       = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.report )
         ch_versions            = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
         ch_raw_classifications = ch_raw_classifications.mix( KRAKEN2_KRAKEN2.out.classified_reads_assignment )
         ch_raw_profiles        = ch_raw_profiles.mix( KRAKEN2_KRAKEN2.out.report )
@@ -185,7 +185,7 @@ workflow PROFILING {
 
         KAIJU_KAIJU ( ch_input_for_kaiju.reads, ch_input_for_kaiju.db)
         KAIJU_KAIJU2TABLE (KAIJU_KAIJU.out.results, ch_input_for_kaiju.db, params.kaiju_taxon_name)
-        ch_multiqc_files = ch_multiqc_files.mix( KAIJU_KAIJU2TABLE.out.summary.collect{it[1]}.ifEmpty([])  )
+        ch_multiqc_files = ch_multiqc_files.mix( KAIJU_KAIJU2TABLE.out.summary  )
         ch_versions = ch_versions.mix( KAIJU_KAIJU.out.versions.first() )
         ch_raw_classifications = ch_raw_classifications.mix( KAIJU_KAIJU.out.results )
         ch_raw_profiles = ch_raw_profiles.mix( KAIJU_KAIJU2TABLE.out.summary )
@@ -227,7 +227,7 @@ workflow PROFILING {
         MOTUS_PROFILE ( ch_input_for_motus.reads, ch_input_for_motus.db )
         ch_versions        = ch_versions.mix( MOTUS_PROFILE.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( MOTUS_PROFILE.out.out )
-        ch_multiqc_files   = ch_multiqc_files.mix( MOTUS_PROFILE.out.log.map{it[1]} )
+        ch_multiqc_files   = ch_multiqc_files.mix( MOTUS_PROFILE.out.log )
     }
 
     emit:
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 85a3a51..b6f3a37 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -266,7 +266,7 @@ workflow TAXPROFILER {
         ch_multiqc_files = ch_multiqc_files.mix(SHORTREAD_HOSTREMOVAL.out.mqc.collect{it[1]}.ifEmpty([]))
     }
 
-    ch_multiqc_files = ch_multiqc_files.mix( PROFILING.out.mqc )
+    ch_multiqc_files = ch_multiqc_files.mix( PROFILING.out.mqc.collect{it[1]}.ifEmpty([]) )
 
     // TODO create multiQC module for metaphlan
     MULTIQC (

From e76b299705152e6ef3015658507cf78213818194 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 26 Jul 2022 08:18:54 +0000
Subject: [PATCH 292/372] Start working getting kraken and centrifuge working
 in MQC

---
 assets/multiqc_config.yml       | 32 ++++++++++++++++++++++++++++++++
 conf/modules.config             |  6 +++---
 subworkflows/local/profiling.nf |  3 ++-
 3 files changed, 37 insertions(+), 4 deletions(-)

diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index 438fb42..00e09c5 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -13,3 +13,35 @@ export_plots: true
 custom_logo: "nf-core-taxprofiler_logo_custom_light.png"
 custom_logo_url: https://nf-co.re/taxprofiler
 custom_logo_title: "nf-core/taxprofiler"
+
+run_modules:
+    - fastqc
+    - adapterRemoval
+    - fastp
+    - bowtie2
+    - kraken
+    - malt
+
+#extra_fn_clean_exts:
+#    - '_fastp'
+#    - '.pe.settings'
+#    - '.se.settings'
+
+top_modules:
+  - 'fastqc':
+    name: "FastQC (pre-processing)"
+    path_filters:
+      - '*_raw.zip'
+  - 'fastp'
+  - 'fastqc':
+    name: "FastQC (post-processing)"
+    path_filters:
+      - '*_processed.zip'
+  - 'kraken':
+    name: "Kraken"
+    path_filters:
+      - '*kraken.report'
+  - 'kraken':
+    name: Centrifuge"
+    path_filters:
+      - '*centrifuge.kreport'
diff --git a/conf/modules.config b/conf/modules.config
index 1558a98..ea2f487 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -285,7 +285,7 @@ process {
 
     withName: KRAKEN2_KRAKEN2 {
         ext.args = { "${meta.db_params}" }
-        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}.kraken" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}.kraken" }
         publishDir = [
             path: { "${params.outdir}/kraken2/${meta.db_name}" },
             mode: params.publish_dir_mode,
@@ -343,12 +343,12 @@ process {
             pattern: '*.{txt,sam,gz}'
         ]
         ext.args = { "${meta.db_params}" }
-        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}.centrifuge" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}.centrifuge" }
     }
 
     withName: CENTRIFUGE_KREPORT {
         ext.args = { "${meta.db_params}" }
-        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}.centrifuge" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}.centrifuge" }
         publishDir = [
             path: { "${params.outdir}/centrifuge/${meta.db_name}" },
             mode: params.publish_dir_mode,
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 7c2c90c..921f291 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -127,7 +127,7 @@ workflow PROFILING {
                                 }
 
         KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db, params.kraken2_save_reads, params.kraken2_save_readclassification )
-        ch_multiqc_files       = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.report.collect{it[1]}.ifEmpty([])  )
+        ch_multiqc_files       = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.report  )
         ch_versions            = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
         ch_raw_classifications = ch_raw_classifications.mix( KRAKEN2_KRAKEN2.out.classified_reads_assignment )
         ch_raw_profiles        = ch_raw_profiles.mix( KRAKEN2_KRAKEN2.out.report )
@@ -152,6 +152,7 @@ workflow PROFILING {
         ch_versions            = ch_versions.mix( CENTRIFUGE_CENTRIFUGE.out.versions.first() )
         ch_raw_classifications = ch_raw_classifications.mix( CENTRIFUGE_CENTRIFUGE.out.results )
         ch_raw_profiles        = ch_raw_profiles.mix( CENTRIFUGE_KREPORT.out.kreport )
+        ch_multiqc_files       = ch_multiqc_files.mix( CENTRIFUGE_KREPORT.out.kreport )
 
     }
 

From 3054dea7c217d4d47b00e866cb4174047519f999 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 26 Jul 2022 08:41:06 +0000
Subject: [PATCH 293/372] Get multiqc input working

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

diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 921f291..ad9f45f 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -110,7 +110,7 @@ workflow PROFILING {
                                 }
 
         MEGAN_RMA2INFO (ch_maltrun_for_megan, params.malt_generate_megansummary )
-        ch_multiqc_files       = ch_multiqc_files.mix( MALT_RUN.out.log.collect{it[1]}.ifEmpty([])  )
+        ch_multiqc_files       = ch_multiqc_files.mix( MALT_RUN.out.log )
         ch_versions            = ch_versions.mix( MALT_RUN.out.versions.first(), MEGAN_RMA2INFO.out.versions.first() )
         ch_raw_classifications = ch_raw_classifications.mix( ch_maltrun_for_megan )
         ch_raw_profiles        = ch_raw_profiles.mix( MEGAN_RMA2INFO.out.txt )
@@ -127,7 +127,7 @@ workflow PROFILING {
                                 }
 
         KRAKEN2_KRAKEN2 ( ch_input_for_kraken2.reads, ch_input_for_kraken2.db, params.kraken2_save_reads, params.kraken2_save_readclassification )
-        ch_multiqc_files       = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.report  )
+        ch_multiqc_files       = ch_multiqc_files.mix( KRAKEN2_KRAKEN2.out.report.dump(tag: "hello")  )
         ch_versions            = ch_versions.mix( KRAKEN2_KRAKEN2.out.versions.first() )
         ch_raw_classifications = ch_raw_classifications.mix( KRAKEN2_KRAKEN2.out.classified_reads_assignment )
         ch_raw_profiles        = ch_raw_profiles.mix( KRAKEN2_KRAKEN2.out.report )
@@ -186,7 +186,7 @@ workflow PROFILING {
 
         KAIJU_KAIJU ( ch_input_for_kaiju.reads, ch_input_for_kaiju.db)
         KAIJU_KAIJU2TABLE (KAIJU_KAIJU.out.results, ch_input_for_kaiju.db, params.kaiju_taxon_name)
-        ch_multiqc_files = ch_multiqc_files.mix( KAIJU_KAIJU2TABLE.out.summary.collect{it[1]}.ifEmpty([])  )
+        ch_multiqc_files = ch_multiqc_files.mix( KAIJU_KAIJU2TABLE.out.summary )
         ch_versions = ch_versions.mix( KAIJU_KAIJU.out.versions.first() )
         ch_raw_classifications = ch_raw_classifications.mix( KAIJU_KAIJU.out.results )
         ch_raw_profiles = ch_raw_profiles.mix( KAIJU_KAIJU2TABLE.out.summary )

From 65b0af9a8b9960ca3731a04b8b587c3de7d7db28 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 26 Jul 2022 08:53:43 +0000
Subject: [PATCH 294/372] Fix profiling channels

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

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 85a3a51..b6f3a37 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -266,7 +266,7 @@ workflow TAXPROFILER {
         ch_multiqc_files = ch_multiqc_files.mix(SHORTREAD_HOSTREMOVAL.out.mqc.collect{it[1]}.ifEmpty([]))
     }
 
-    ch_multiqc_files = ch_multiqc_files.mix( PROFILING.out.mqc )
+    ch_multiqc_files = ch_multiqc_files.mix( PROFILING.out.mqc.collect{it[1]}.ifEmpty([]) )
 
     // TODO create multiQC module for metaphlan
     MULTIQC (

From 65ae82efc4fba6822a56914d1b8fc0a59b3fbdc6 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 26 Jul 2022 18:37:33 +0000
Subject: [PATCH 295/372] Define separte krakena nd centrigfue modules

---
 assets/multiqc_config.yml | 39 ++++++++++++++++++++++-----------------
 conf/modules.config       |  2 +-
 2 files changed, 23 insertions(+), 18 deletions(-)

diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index 00e09c5..3ee6141 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -28,20 +28,25 @@ run_modules:
 #    - '.se.settings'
 
 top_modules:
-  - 'fastqc':
-    name: "FastQC (pre-processing)"
-    path_filters:
-      - '*_raw.zip'
-  - 'fastp'
-  - 'fastqc':
-    name: "FastQC (post-processing)"
-    path_filters:
-      - '*_processed.zip'
-  - 'kraken':
-    name: "Kraken"
-    path_filters:
-      - '*kraken.report'
-  - 'kraken':
-    name: Centrifuge"
-    path_filters:
-      - '*centrifuge.kreport'
+    - 'fastqc':
+        name: 'FastQC (pre-Trimming)'
+        path_filters:
+            - '*raw_*fastqc.zip'
+    - 'fastp'
+    - 'adapterRemoval'
+    - 'fastqc':
+        name: 'FastQC (post-Trimming)'
+        path_filters:
+            - '*raw_*processed.zip'
+    - 'kraken':
+        name: 'Kraken'
+        path_filters:
+            - '*.kraken2.report.txt'
+    - 'kraken':
+        name: 'Centrifuge'
+        anchor: 'centrifuge'
+        target: 'Centrifuge'
+        doi: '10.1101/gr.210641.116'
+        info: "Centrifuge is a very rapid and memory-efficient system for the classification of DNA sequences from microbial samples. The system uses a novel indexing scheme based on the Burrows-Wheeler transform (BWT) and the Ferragina-Manzini (FM) index."
+        path_filters:
+            - '*.centrifuge.txt'
diff --git a/conf/modules.config b/conf/modules.config
index ea2f487..2b1f13c 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -285,7 +285,7 @@ process {
 
     withName: KRAKEN2_KRAKEN2 {
         ext.args = { "${meta.db_params}" }
-        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}.kraken" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}.kraken" }
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
             path: { "${params.outdir}/kraken2/${meta.db_name}" },
             mode: params.publish_dir_mode,

From a3bcf8665a681e98747f0b8fe8543efcd0694560 Mon Sep 17 00:00:00 2001
From: nf-core-bot <core@nf-co.re>
Date: Tue, 26 Jul 2022 18:47:40 +0000
Subject: [PATCH 296/372] [automated] Fix linting with Prettier

---
 assets/multiqc_config.yml | 56 +++++++++++++++++++--------------------
 1 file changed, 28 insertions(+), 28 deletions(-)

diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index 3ee6141..da22e2b 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -15,12 +15,12 @@ custom_logo_url: https://nf-co.re/taxprofiler
 custom_logo_title: "nf-core/taxprofiler"
 
 run_modules:
-    - fastqc
-    - adapterRemoval
-    - fastp
-    - bowtie2
-    - kraken
-    - malt
+  - fastqc
+  - adapterRemoval
+  - fastp
+  - bowtie2
+  - kraken
+  - malt
 
 #extra_fn_clean_exts:
 #    - '_fastp'
@@ -28,25 +28,25 @@ run_modules:
 #    - '.se.settings'
 
 top_modules:
-    - 'fastqc':
-        name: 'FastQC (pre-Trimming)'
-        path_filters:
-            - '*raw_*fastqc.zip'
-    - 'fastp'
-    - 'adapterRemoval'
-    - 'fastqc':
-        name: 'FastQC (post-Trimming)'
-        path_filters:
-            - '*raw_*processed.zip'
-    - 'kraken':
-        name: 'Kraken'
-        path_filters:
-            - '*.kraken2.report.txt'
-    - 'kraken':
-        name: 'Centrifuge'
-        anchor: 'centrifuge'
-        target: 'Centrifuge'
-        doi: '10.1101/gr.210641.116'
-        info: "Centrifuge is a very rapid and memory-efficient system for the classification of DNA sequences from microbial samples. The system uses a novel indexing scheme based on the Burrows-Wheeler transform (BWT) and the Ferragina-Manzini (FM) index."
-        path_filters:
-            - '*.centrifuge.txt'
+  - "fastqc":
+      name: "FastQC (pre-Trimming)"
+      path_filters:
+        - "*raw_*fastqc.zip"
+  - "fastp"
+  - "adapterRemoval"
+  - "fastqc":
+      name: "FastQC (post-Trimming)"
+      path_filters:
+        - "*raw_*processed.zip"
+  - "kraken":
+      name: "Kraken"
+      path_filters:
+        - "*.kraken2.report.txt"
+  - "kraken":
+      name: "Centrifuge"
+      anchor: "centrifuge"
+      target: "Centrifuge"
+      doi: "10.1101/gr.210641.116"
+      info: "Centrifuge is a very rapid and memory-efficient system for the classification of DNA sequences from microbial samples. The system uses a novel indexing scheme based on the Burrows-Wheeler transform (BWT) and the Ferragina-Manzini (FM) index."
+      path_filters:
+        - "*.centrifuge.txt"

From 25bcc0798da7fa053cd409cea929d9d28d47edba Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 27 Jul 2022 14:40:17 +0200
Subject: [PATCH 297/372] Start work on multiQC config with distinguishing
 Kraken/Centrifuge

---
 assets/multiqc_config.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index da22e2b..8df4c5e 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -47,6 +47,7 @@ top_modules:
       anchor: "centrifuge"
       target: "Centrifuge"
       doi: "10.1101/gr.210641.116"
-      info: "Centrifuge is a very rapid and memory-efficient system for the classification of DNA sequences from microbial samples. The system uses a novel indexing scheme based on the Burrows-Wheeler transform (BWT) and the Ferragina-Manzini (FM) index."
+      info: "is a very rapid and memory-efficient system for the classification of DNA sequences from microbial samples. The system uses a novel indexing scheme based on the Burrows-Wheeler transform (BWT) and the Ferragina-Manzini (FM) index. Note: Figure title"
+      extra: "Note: plot title will say Kraken2 due to Centrifuge producing the same output format as Kraken. If activated, see the actual Kraken2 results in the section above."
       path_filters:
         - "*.centrifuge.txt"

From cecbb41f88b05d5534812aee8ee6781b275d48ff Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Wed, 27 Jul 2022 14:42:35 +0200
Subject: [PATCH 298/372] Update centrifuge/kreport

---
 modules/nf-core/modules/centrifuge/kreport/main.nf  | 4 ++--
 modules/nf-core/modules/centrifuge/kreport/meta.yml | 4 ++--
 subworkflows/local/profiling.nf                     | 2 +-
 3 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/modules/nf-core/modules/centrifuge/kreport/main.nf b/modules/nf-core/modules/centrifuge/kreport/main.nf
index 124cbdb..381ddd6 100644
--- a/modules/nf-core/modules/centrifuge/kreport/main.nf
+++ b/modules/nf-core/modules/centrifuge/kreport/main.nf
@@ -8,7 +8,7 @@ process CENTRIFUGE_KREPORT {
         'quay.io/biocontainers/centrifuge:1.0.4_beta--h9a82719_6' }"
 
     input:
-    tuple val(meta), path(results)
+    tuple val(meta), path(report)
     path db
 
     output:
@@ -23,7 +23,7 @@ process CENTRIFUGE_KREPORT {
     def prefix = task.ext.prefix ?: "${meta.id}"
     """
     db_name=`find -L ${db} -name "*.1.cf" -not -name "._*"  | sed 's/.1.cf//'`
-    centrifuge-kreport -x \$db_name ${results} > ${prefix}.txt
+    centrifuge-kreport -x \$db_name ${report} > ${prefix}.txt
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/modules/nf-core/modules/centrifuge/kreport/meta.yml b/modules/nf-core/modules/centrifuge/kreport/meta.yml
index fbcae24..822a280 100644
--- a/modules/nf-core/modules/centrifuge/kreport/meta.yml
+++ b/modules/nf-core/modules/centrifuge/kreport/meta.yml
@@ -15,9 +15,9 @@ input:
       description: |
         Groovy Map containing sample information
         e.g. [ id:'test', single_end:false ]
-  - results:
+  - report:
       type: file
-      description: File containing the centrifuge classification results
+      description: File containing the centrifuge classification report
       pattern: "*.{txt}"
 
 output:
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 1099155..42820ba 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -148,7 +148,7 @@ workflow PROFILING {
                                 }
 
         CENTRIFUGE_CENTRIFUGE ( ch_input_for_centrifuge.reads, ch_input_for_centrifuge.db, params.centrifuge_save_reads, params.centrifuge_save_reads, params.centrifuge_save_reads  )
-        CENTRIFUGE_KREPORT (CENTRIFUGE_CENTRIFUGE.out.results, ch_input_for_centrifuge.db)
+        CENTRIFUGE_KREPORT (CENTRIFUGE_CENTRIFUGE.out.report, ch_input_for_centrifuge.db)
         ch_versions            = ch_versions.mix( CENTRIFUGE_CENTRIFUGE.out.versions.first() )
         ch_raw_classifications = ch_raw_classifications.mix( CENTRIFUGE_CENTRIFUGE.out.results )
         ch_raw_profiles        = ch_raw_profiles.mix( CENTRIFUGE_KREPORT.out.kreport )

From 9bc45a3f24763a5ef25f3023a129bcd7c81b10d4 Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Wed, 27 Jul 2022 14:44:26 +0200
Subject: [PATCH 299/372] Update centrifuge/kreport

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

diff --git a/modules.json b/modules.json
index 27db839..6c26e6b 100644
--- a/modules.json
+++ b/modules.json
@@ -22,7 +22,7 @@
                 "git_sha": "d2726fcf75063960f06b36d2229a4c0966614108"
             },
             "centrifuge/kreport": {
-                "git_sha": "be4ae28c3c95b3c4047a7d9fb4cb0ed749631cea"
+                "git_sha": "734d0db6079a4aa43b6509b207e5d6feb35d4838"
             },
             "custom/dumpsoftwareversions": {
                 "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"

From 71cf32cc6abd3769757871eba1ac2c4893a23b23 Mon Sep 17 00:00:00 2001
From: sofstam <sofia.stamouli@scilifelab.se>
Date: Thu, 28 Jul 2022 08:54:32 +0200
Subject: [PATCH 300/372] Add error strategy for centrifuge/kreport

---
 conf/modules.config | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/conf/modules.config b/conf/modules.config
index 1558a98..c4ab581 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -145,7 +145,7 @@ process {
         publishDir = [
             path: { "${params.outdir}/filtlong" },
             mode: params.publish_dir_mode,
-            pattern: '*.fastq.gz',
+            pattern: '*.{fastq.gz,log}',
             enabled: params.save_preprocessed_reads
         ]
     }
@@ -347,6 +347,7 @@ process {
     }
 
     withName: CENTRIFUGE_KREPORT {
+        errorStrategy = {task.exitStatus == 255 ? 'ignore' : 'retry'}
         ext.args = { "${meta.db_params}" }
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [

From 5cdf5e958a6be59eced1f9dbf0a24472c7483811 Mon Sep 17 00:00:00 2001
From: mjamy <mahwashjamy@gmail.com>
Date: Thu, 28 Jul 2022 15:52:31 +0200
Subject: [PATCH 301/372] Updated modules.config to add 'log' in diamond config

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

diff --git a/conf/modules.config b/conf/modules.config
index c4ab581..9c61999 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -387,7 +387,7 @@ process {
         publishDir = [
             path: { "${params.outdir}/diamond/${meta.db_name}" },
             mode: params.publish_dir_mode,
-            pattern: '*.{blast,xml,txt,daa,sam,tsv,paf}'
+            pattern: '*.{blast,xml,txt,daa,sam,tsv,paf,log}'
         ]
     }
 

From f48b22d615c824165cd40b9466b1656b9850f79a Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 29 Jul 2022 09:52:49 +0200
Subject: [PATCH 302/372] Apply suggestions from code review

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

diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index bc595d6..3464167 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -26,7 +26,7 @@ workflow LONGREAD_PREPROCESSING {
                                         }
 
         ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
-        ch_multiqc_files = ch_multiqc_files.mix( PORECHOP.out.log.collect{it[1]}.ifEmpty([]) )
+        ch_multiqc_files = ch_multiqc_files.mix( PORECHOP.out.log )
 
     } else if ( !params.longread_qc_run_clip && params.longread_qc_run_filter ) {
 
@@ -48,8 +48,8 @@ workflow LONGREAD_PREPROCESSING {
 
         ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
         ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
-        ch_multiqc_files = ch_multiqc_files.mix( PORECHOP.out.log.collect{it[1]}.ifEmpty([]) )
-        ch_multiqc_files = ch_multiqc_files.mix( FILTLONG.out.log.collect{it[1]}.ifEmpty([]) )
+        ch_multiqc_files = ch_multiqc_files.mix( PORECHOP.out.log )
+        ch_multiqc_files = ch_multiqc_files.mix( FILTLONG.out.log )
     }
 
     FASTQC_PROCESSED ( ch_processed_reads )

From a97bb69cd28d93b4bae24b99014a6e5e6148c548 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 23 Aug 2022 14:24:57 +0200
Subject: [PATCH 303/372] Prettier

---
 assets/multiqc_config.yml | 1 +
 conf/modules.config       | 3 ++-
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/assets/multiqc_config.yml b/assets/multiqc_config.yml
index 8df4c5e..d16ed7e 100644
--- a/assets/multiqc_config.yml
+++ b/assets/multiqc_config.yml
@@ -21,6 +21,7 @@ run_modules:
   - bowtie2
   - kraken
   - malt
+  - custom_content
 
 #extra_fn_clean_exts:
 #    - '_fastp'
diff --git a/conf/modules.config b/conf/modules.config
index 0330abb..1f4914d 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -241,7 +241,8 @@ process {
     withName: PRINSEQPLUSPLUS {
         ext.args =  [
                 params.shortread_complexityfilter_prinseqplusplus_mode == 'dust' ? "-lc_dust=${params.shortread_complexityfilter_prinseqplusplus_dustscore}" : "-lc_entropy=${params.shortread_complexityfilter_entropy}",
-                "-trim_qual_left=0 -trim_qual_left=0 -trim_qual_window=0 -trim_qual_step=0"
+                "-trim_qual_left=0 -trim_qual_left=0 -trim_qual_window=0 -trim_qual_step=0",
+                "-VERBOSE 2"
             ].join(' ').trim()
         ext.prefix = { "${meta.id}-${meta.run_accession}" }
         publishDir = [

From e6c7939305c2ef5477b0576a0efcbd63800b8e9d Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 23 Aug 2022 14:37:01 +0200
Subject: [PATCH 304/372] Add test_nothing config profile for minimal testing

---
 conf/test_nothing.config | 47 ++++++++++++++++++++++++++++++++++++++++
 nextflow.config          | 11 +++++-----
 2 files changed, 53 insertions(+), 5 deletions(-)
 create mode 100644 conf/test_nothing.config

diff --git a/conf/test_nothing.config b/conf/test_nothing.config
new file mode 100644
index 0000000..e4846a3
--- /dev/null
+++ b/conf/test_nothing.config
@@ -0,0 +1,47 @@
+/*
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+    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/taxprofiler -profile test,<docker/singularity> --outdir <OUTDIR>
+
+----------------------------------------------------------------------------------------
+*/
+
+params {
+    config_profile_name        = 'Test profile'
+    config_profile_description = 'Minimal test dataset without performing any profiling to check 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 nf-core: Specify the paths to your test data on nf-core/test-datasets
+    // TODO nf-core: Give any required params for the test so that command line flags are not needed
+    input                                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
+    databases                             = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
+    perform_shortread_qc                  = false
+    perform_longread_qc                   = false
+    perform_shortread_complexityfilter    = false
+    perform_shortread_hostremoval         = false
+    perform_longread_hostremoval          = false
+    perform_runmerging                    = false
+    hostremoval_reference                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/homo_sapiens/genome/genome.fasta'
+    run_kaiju                             = false
+    run_kraken2                           = false
+    run_malt                              = false
+    run_metaphlan3                        = false
+    run_centrifuge                        = false
+    run_diamond                           = false
+    run_motus                             = false
+}
+
+process {
+    withName: MALT_RUN {
+        maxForks = 1
+    }
+}
diff --git a/nextflow.config b/nextflow.config
index 58c9254..4a83031 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -204,11 +204,12 @@ profiles {
         podman.enabled         = false
         shifter.enabled        = false
     }
-    test      { includeConfig 'conf/test.config'      }
-    test_full { includeConfig 'conf/test_full.config' }
-    test_noprofiling { includeConfig 'conf/test_noprofiling.config' }
-    test_nopreprocessing { includeConfig 'conf/test_nopreprocessing.config' }
-    test_motus { includeConfig 'conf/test_motus.config' }
+    test                    { includeConfig 'conf/test.config'      }
+    test_full               { includeConfig 'conf/test_full.config' }
+    test_noprofiling        { includeConfig 'conf/test_noprofiling.config' }
+    test_nopreprocessing    { includeConfig 'conf/test_nopreprocessing.config' }
+    test_nothing            { includeConfig 'conf/test_nothing.config' }
+    test_motus              { includeConfig 'conf/test_motus.config' }
 }
 
 // Load igenomes.config if required

From 4315141c5fa31e721f0cce4154938275c494c68d Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 23 Aug 2022 15:44:53 +0200
Subject: [PATCH 305/372] Update bin/check_samplesheet.py

Co-authored-by: Moritz E. Beber <midnighter@posteo.net>
---
 bin/check_samplesheet.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index 4e80b46..8c13690 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -100,7 +100,7 @@ def check_samplesheet(file_in, file_out):
             sys.exit(1)
 
         ## Find locations of mandatory columns
-        header_locs = dict()
+        header_locs = {}
         for i in HEADER:
             header_locs[i] = header.index(i)
 

From a3055bf6dace3e27710b6d83f2a3236fdecbeddc Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 23 Aug 2022 15:48:02 +0200
Subject: [PATCH 306/372] Update conf/test_nothing.config

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

diff --git a/conf/test_nothing.config b/conf/test_nothing.config
index e4846a3..5cd89eb 100644
--- a/conf/test_nothing.config
+++ b/conf/test_nothing.config
@@ -12,7 +12,7 @@
 
 params {
     config_profile_name        = 'Test profile'
-    config_profile_description = 'Minimal test dataset without performing any profiling to check pipeline function'
+    config_profile_description = 'Minimal test dataset without performing any preprocessing nor profiling to check pipeline function. Useful when you only wish to test a single profiler without having to 'opt-out' of all the others'
 
     // Limit resources so that this can run on GitHub Actions
     max_cpus   = 2

From d6d51e0e4388da1693071847563f869990309eb3 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 24 Aug 2022 15:23:51 +0200
Subject: [PATCH 307/372] Start work on reordering json schema parameters

---
 nextflow_schema.json | 508 ++++++++++++++++++++++++++-----------------
 1 file changed, 309 insertions(+), 199 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index b4cb837..70cee15 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,10 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "outdir"],
+            "required": [
+                "input",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -22,6 +25,12 @@
                     "help_text": "You will need to create a design file with information about the samples in your experiment before running the pipeline. Use this parameter to specify its location. It has to be a comma-separated file with 3 columns, and a header row. See [usage docs](https://nf-co.re/taxprofiler/usage#samplesheet-input).",
                     "fa_icon": "fas fa-file-csv"
                 },
+                "databases": {
+                    "type": "string",
+                    "mimetype": "text/csv",
+                    "format": "file-path",
+                    "default": "None"
+                },
                 "outdir": {
                     "type": "string",
                     "format": "directory-path",
@@ -174,7 +183,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {
@@ -239,6 +255,275 @@
                     "fa_icon": "fas fa-bacon"
                 }
             }
+        },
+        "preprocessing_short_read_qc": {
+            "title": "Preprocessing - Short Read QC",
+            "type": "object",
+            "description": "",
+            "default": "",
+            "properties": {
+                "perform_shortread_qc": {
+                    "type": "boolean"
+                },
+                "shortread_qc_tool": {
+                    "type": "string",
+                    "default": "fastp",
+                    "enum": [
+                        "fastp",
+                        "adapterremoval"
+                    ]
+                },
+                "shortread_qc_skipadaptertrim": {
+                    "type": "boolean"
+                },
+                "shortread_qc_adapter1": {
+                    "type": "string",
+                    "default": "None"
+                },
+                "shortread_qc_adapter2": {
+                    "type": "string",
+                    "default": "None"
+                },
+                "shortread_qc_mergepairs": {
+                    "type": "boolean"
+                },
+                "shortread_qc_excludeunmerged": {
+                    "type": "boolean"
+                },
+                "shortread_qc_minlength": {
+                    "type": "integer",
+                    "default": 15
+                },
+                "perform_shortread_complexityfilter": {
+                    "type": "boolean"
+                },
+                "shortread_complexityfilter_tool": {
+                    "type": "string",
+                    "default": "bbduk",
+                    "enum": [
+                        "bbduk",
+                        "prinseqplusplus",
+                        "fastp"
+                    ]
+                },
+                "shortread_complexityfilter_entropy": {
+                    "type": "number",
+                    "default": 0.3
+                },
+                "shortread_complexityfilter_bbduk_windowsize": {
+                    "type": "integer",
+                    "default": 50
+                },
+                "shortread_complexityfilter_bbduk_mask": {
+                    "type": "boolean"
+                },
+                "shortread_complexityfilter_fastp_threshold": {
+                    "type": "integer",
+                    "default": 30
+                },
+                "shortread_complexityfilter_prinseqplusplus_mode": {
+                    "type": "string",
+                    "default": "entropy",
+                    "enum": [
+                        "entropy",
+                        "dust"
+                    ]
+                },
+                "shortread_complexityfilter_prinseqplusplus_dustscore": {
+                    "type": "number",
+                    "default": 0.5
+                },
+                "save_complexityfiltered_reads": {
+                    "type": "boolean"
+                }
+            }
+        },
+        "profiling": {
+            "title": "Profiling",
+            "type": "object",
+            "description": "",
+            "default": "",
+            "properties": {
+                "run_malt": {
+                    "type": "boolean"
+                },
+                "run_diamond": {
+                    "type": "boolean"
+                },
+                "malt_mode": {
+                    "type": "string",
+                    "default": "BlastN"
+                },
+                "kaiju_taxon_name": {
+                    "type": "string",
+                    "default": "species",
+                    "enum": [
+                        "phylum",
+                        "class",
+                        "order",
+                        "family",
+                        "genus",
+                        "species"
+                    ]
+                },
+                "run_centrifuge": {
+                    "type": "boolean"
+                },
+                "diamond_output_format": {
+                    "type": "string",
+                    "default": "tsv",
+                    "enum": [
+                        "blast",
+                        "xml",
+                        "txt",
+                        "daa",
+                        "sam",
+                        "tsv",
+                        "paf"
+                    ]
+                },
+                "malt_generate_megansummary": {
+                    "type": "boolean"
+                },
+                "run_metaphlan3": {
+                    "type": "boolean",
+                    "description": "Enable MetaPhlAn for taxonomic profiling"
+                },
+                "centrifuge_save_reads": {
+                    "type": "boolean"
+                },
+                "run_kaiju": {
+                    "type": "boolean"
+                },
+                "kraken2_save_reads": {
+                    "type": "boolean"
+                },
+                "diamond_save_reads": {
+                    "type": "boolean"
+                },
+                "malt_save_reads": {
+                    "type": "boolean"
+                },
+                "run_motus": {
+                    "type": "boolean"
+                },
+                "kraken2_save_readclassification": {
+                    "type": "boolean"
+                },
+                "run_kraken2": {
+                    "type": "boolean"
+                }
+            }
+        },
+        "preprocessing_general_qc": {
+            "title": "Preprocessing - General QC",
+            "type": "object",
+            "description": "",
+            "default": "",
+            "properties": {
+                "save_preprocessed_reads": {
+                    "type": "boolean"
+                }
+            }
+        },
+        "preprocessing_long_read_qc": {
+            "title": "Preprocessing - Long Read QC",
+            "type": "object",
+            "description": "",
+            "default": "",
+            "properties": {
+                "perform_longread_qc": {
+                    "type": "boolean"
+                },
+                "longread_qc_run_clip": {
+                    "type": "boolean"
+                },
+                "longread_qc_run_filter": {
+                    "type": "boolean"
+                },
+                "longread_qc_keep_percent": {
+                    "type": "integer",
+                    "default": 90
+                },
+                "longread_qc_target_bases": {
+                    "type": "integer",
+                    "default": 500000000
+                },
+                "longread_qc_minlength": {
+                    "type": "integer",
+                    "default": 1000
+                },
+                "longread_hostremoval_index": {
+                    "type": "string",
+                    "default": "None"
+                }
+            }
+        },
+        "preprocessing_host_removal": {
+            "title": "Preprocessing - Host Removal",
+            "type": "object",
+            "description": "",
+            "default": "",
+            "properties": {
+                "perform_shortread_hostremoval": {
+                    "type": "boolean"
+                },
+                "hostremoval_reference": {
+                    "type": "string",
+                    "default": "None"
+                },
+                "perform_longread_hostremoval": {
+                    "type": "boolean"
+                },
+                "save_hostremoval_mapped": {
+                    "type": "boolean"
+                },
+                "save_hostremoval_index": {
+                    "type": "boolean"
+                },
+                "save_hostremoval_unmapped": {
+                    "type": "boolean"
+                },
+                "shortread_hostremoval_index": {
+                    "type": "string",
+                    "default": "None"
+                }
+            }
+        },
+        "preprocessing_run_merging": {
+            "title": "Preprocessing - Run Merging",
+            "type": "object",
+            "description": "",
+            "default": "",
+            "properties": {
+                "perform_runmerging": {
+                    "type": "boolean"
+                },
+                "save_runmerged_reads": {
+                    "type": "boolean"
+                }
+            }
+        },
+        "postprocessing_and_visualisation": {
+            "title": "Postprocessing and Visualisation",
+            "type": "object",
+            "description": "",
+            "default": "",
+            "properties": {
+                "run_profile_standardisation": {
+                    "type": "boolean"
+                },
+                "krona_taxonomy_directory": {
+                    "type": "string",
+                    "default": "None"
+                },
+                "run_krona": {
+                    "type": "boolean"
+                },
+                "generate_biom_output": {
+                    "type": "boolean"
+                }
+            }
         }
     },
     "allOf": [
@@ -256,202 +541,27 @@
         },
         {
             "$ref": "#/definitions/generic_options"
+        },
+        {
+            "$ref": "#/definitions/preprocessing_short_read_qc"
+        },
+        {
+            "$ref": "#/definitions/profiling"
+        },
+        {
+            "$ref": "#/definitions/preprocessing_general_qc"
+        },
+        {
+            "$ref": "#/definitions/preprocessing_long_read_qc"
+        },
+        {
+            "$ref": "#/definitions/preprocessing_host_removal"
+        },
+        {
+            "$ref": "#/definitions/preprocessing_run_merging"
+        },
+        {
+            "$ref": "#/definitions/postprocessing_and_visualisation"
         }
-    ],
-    "properties": {
-        "databases": {
-            "type": "string",
-            "mimetype": "text/csv",
-            "format": "file-path",
-            "default": "None"
-        },
-        "shortread_qc_excludeunmerged": {
-            "type": "boolean"
-        },
-        "run_malt": {
-            "type": "boolean"
-        },
-        "malt_mode": {
-            "type": "string",
-            "default": "BlastN"
-        },
-        "run_kraken2": {
-            "type": "boolean"
-        },
-        "run_centrifuge": {
-            "type": "boolean"
-        },
-        "run_metaphlan3": {
-            "type": "boolean",
-            "description": "Enable MetaPhlAn for taxonomic profiling"
-        },
-        "shortread_qc_tool": {
-            "type": "string",
-            "default": "fastp",
-            "enum": ["fastp", "adapterremoval"]
-        },
-        "shortread_qc_skipadaptertrim": {
-            "type": "boolean"
-        },
-        "shortread_qc_mergepairs": {
-            "type": "boolean"
-        },
-        "shortread_qc_adapter1": {
-            "type": "string",
-            "default": "None"
-        },
-        "shortread_qc_adapter2": {
-            "type": "string",
-            "default": "None"
-        },
-        "shortread_qc_minlength": {
-            "type": "integer",
-            "default": 15
-        },
-        "save_preprocessed_reads": {
-            "type": "boolean"
-        },
-        "shortread_complexityfilter_tool": {
-            "type": "string",
-            "default": "bbduk",
-            "enum": ["bbduk", "prinseqplusplus", "fastp"]
-        },
-        "shortread_complexityfilter_bbduk_windowsize": {
-            "type": "integer",
-            "default": 50
-        },
-        "shortread_complexityfilter_bbduk_mask": {
-            "type": "boolean"
-        },
-        "shortread_complexityfilter_entropy": {
-            "type": "number",
-            "default": 0.3
-        },
-        "shortread_complexityfilter_prinseqplusplus_mode": {
-            "type": "string",
-            "default": "entropy",
-            "enum": ["entropy", "dust"]
-        },
-        "shortread_complexityfilter_prinseqplusplus_dustscore": {
-            "type": "number",
-            "default": 0.5
-        },
-        "save_complexityfiltered_reads": {
-            "type": "boolean"
-        },
-        "save_runmerged_reads": {
-            "type": "boolean"
-        },
-        "perform_shortread_qc": {
-            "type": "boolean"
-        },
-        "perform_longread_qc": {
-            "type": "boolean"
-        },
-        "perform_shortread_complexityfilter": {
-            "type": "boolean"
-        },
-        "perform_runmerging": {
-            "type": "boolean"
-        },
-        "perform_shortread_hostremoval": {
-            "type": "boolean"
-        },
-        "perform_longread_hostremoval": {
-            "type": "boolean"
-        },
-        "hostremoval_reference": {
-            "type": "string",
-            "default": "None"
-        },
-        "shortread_hostremoval_index": {
-            "type": "string",
-            "default": "None"
-        },
-        "save_hostremoval_index": {
-            "type": "boolean"
-        },
-        "save_hostremoval_mapped": {
-            "type": "boolean"
-        },
-        "save_hostremoval_unmapped": {
-            "type": "boolean"
-        },
-        "run_kaiju": {
-            "type": "boolean"
-        },
-        "malt_generate_megansummary": {
-            "type": "boolean"
-        },
-        "kaiju_taxon_name": {
-            "type": "string",
-            "default": "species",
-            "enum": ["phylum", "class", "order", "family", "genus", "species"]
-        },
-        "run_diamond": {
-            "type": "boolean"
-        },
-        "diamond_output_format": {
-            "type": "string",
-            "default": "tsv",
-            "enum": ["blast", "xml", "txt", "daa", "sam", "tsv", "paf"]
-        },
-        "longread_hostremoval_index": {
-            "type": "string",
-            "default": "None"
-        },
-        "shortread_complexityfilter_fastp_threshold": {
-            "type": "integer",
-            "default": 30
-        },
-        "longread_qc_run_clip": {
-            "type": "boolean"
-        },
-        "longread_qc_run_filter": {
-            "type": "boolean"
-        },
-        "longread_qc_minlength": {
-            "type": "integer",
-            "default": 1000
-        },
-        "longread_qc_keep_percent": {
-            "type": "integer",
-            "default": 90
-        },
-        "longread_qc_target_bases": {
-            "type": "integer",
-            "default": 500000000
-        },
-        "run_motus": {
-            "type": "boolean"
-        },
-        "malt_save_reads": {
-            "type": "boolean"
-        },
-        "kraken2_save_reads": {
-            "type": "boolean"
-        },
-        "kraken2_save_readclassification": {
-            "type": "boolean"
-        },
-        "centrifuge_save_reads": {
-            "type": "boolean"
-        },
-        "diamond_save_reads": {
-            "type": "boolean"
-        },
-        "run_krona": {
-            "type": "boolean"
-        },
-        "krona_taxonomy_directory": {
-            "type": "string",
-            "default": "None"
-        },
-        "run_profile_standardisation": {
-            "type": "boolean"
-        },
-        "generate_biom_output": {
-            "type": "boolean"
-        }
-    }
+    ]
 }

From d4af88e3ffb5422acaeecd9d122c61be3eda18d1 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 25 Aug 2022 15:50:28 +0200
Subject: [PATCH 308/372] Make kaiju parameter clearer for documentation
 purpses and update documentation

---
 nextflow.config                 |   2 +-
 nextflow_schema.json            | 732 ++++++++++++++++++--------------
 subworkflows/local/profiling.nf |   4 +-
 3 files changed, 428 insertions(+), 310 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index 4a83031..6e84548 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -119,7 +119,7 @@ params {
 
     // kaiju
     run_kaiju                  = false
-    kaiju_taxon_name           = 'species'
+    kaiju_taxon_rank           = 'species'
 
     // diamond
     run_diamond                = false
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 70cee15..3bc7e3e 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -12,6 +12,7 @@
             "description": "Define where the pipeline should find input data and save output data.",
             "required": [
                 "input",
+                "databases",
                 "outdir"
             ],
             "properties": {
@@ -21,15 +22,17 @@
                     "mimetype": "text/csv",
                     "pattern": "^\\S+\\.csv$",
                     "schema": "assets/schema_input.json",
-                    "description": "Path to comma-separated file containing information about the samples in the experiment.",
-                    "help_text": "You will need to create a design file with information about the samples in your experiment before running the pipeline. Use this parameter to specify its location. It has to be a comma-separated file with 3 columns, and a header row. See [usage docs](https://nf-co.re/taxprofiler/usage#samplesheet-input).",
+                    "description": "Path to comma-separated file containing information about the samples and libraries/runs.",
+                    "help_text": "You will need to create a design file with information about the samples and libraries/runs you want to running in your pipeline run. Use this parameter to specify its location. It has to be a comma-separated file with 6 columns, and a header row. See [usage docs](https://nf-co.re/taxprofiler/usage#samplesheet-input).",
                     "fa_icon": "fas fa-file-csv"
                 },
                 "databases": {
                     "type": "string",
                     "mimetype": "text/csv",
                     "format": "file-path",
-                    "default": "None"
+                    "fa_icon": "fas fa-database",
+                    "description": "Path to comma-separated file containing information about databases and profiling parameters for each taxonomic profiler",
+                    "help_text": "You will need to create a design file with information about the samples in your experiment before running the pipeline. Use this parameter to specify its location. It has to be a comma-separated file with 4 columns, and a header row. See [usage docs](https://nf-co.re/taxprofiler/dev/usage#full-database-sheet).\n\nProfilers will only be executed if a corresponding  database are supplied. \n\nWe recommend storing this database sheet somewhere centrally and accessible by others members of your lab/institutions, as this file will likely be regularly reused."
                 },
                 "outdir": {
                     "type": "string",
@@ -51,35 +54,389 @@
                 }
             }
         },
-        "reference_genome_options": {
-            "title": "Reference genome options",
+        "preprocessing_general_qc_options": {
+            "title": "Preprocessing general QC options",
             "type": "object",
-            "fa_icon": "fas fa-dna",
-            "description": "Reference genome related files and options required for the workflow.",
+            "description": "Common options across both long and short read preprocessing QC steps",
+            "default": "",
             "properties": {
-                "genome": {
-                    "type": "string",
-                    "description": "Name of iGenomes reference.",
-                    "fa_icon": "fas fa-book",
-                    "help_text": "If using a reference genome configured in the pipeline using iGenomes, use this parameter to give the ID for the reference. This is then used to build the full paths for all required reference genome files e.g. `--genome GRCh38`. \n\nSee the [nf-core website docs](https://nf-co.re/usage/reference_genomes) for more details.",
-                    "hidden": true
-                },
-                "igenomes_base": {
-                    "type": "string",
-                    "format": "directory-path",
-                    "description": "Directory / URL base for iGenomes references.",
-                    "default": "s3://ngi-igenomes/igenomes",
-                    "fa_icon": "fas fa-cloud-download-alt",
-                    "hidden": true
-                },
-                "igenomes_ignore": {
+                "save_preprocessed_reads": {
                     "type": "boolean",
-                    "description": "Do not load the iGenomes reference config.",
-                    "fa_icon": "fas fa-ban",
-                    "hidden": true,
-                    "help_text": "Do not load `igenomes.config` when running the pipeline. You may choose this option if you observe clashes between custom parameters and those supplied in `igenomes.config`."
+                    "fa_icon": "fas fa-save",
+                    "description": "Save reads from adapter clipping/pair-merging, length filtering for both short and long reads",
+                    "help_text": "This saves the FASTQ output from the following tools:\n\n- FastP\n- AdapterRemoval\n- PoreChop\n- FiltLong\n\nThese reads will be a mixture of: adapter clipped, quality trimmed, pair-merged, and length filtered, depending on the parameters you set."
                 }
-            }
+            },
+            "fa_icon": "fas fa-users-cog"
+        },
+        "preprocessing_short_read_qc_options": {
+            "title": "Preprocessing short-read QC options",
+            "type": "object",
+            "description": "Options for adapter clipping, quality trimming, pair-merging, and complexity filtering",
+            "default": "",
+            "properties": {
+                "perform_shortread_qc": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turns on short read quality control steps (adapter clipping, complexity filtering etc.)"
+                },
+                "shortread_qc_tool": {
+                    "type": "string",
+                    "default": "fastp",
+                    "enum": [
+                        "fastp",
+                        "adapterremoval"
+                    ],
+                    "fa_icon": "fas fa-tools",
+                    "description": "Specify which tool to use for read QC"
+                },
+                "shortread_qc_skipadaptertrim": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-forward",
+                    "description": "Skip adapter trimming"
+                },
+                "shortread_qc_adapter1": {
+                    "type": "string",
+                    "default": "None",
+                    "fa_icon": "fas fa-grip-lines",
+                    "description": "Specify adapter 1 nucleotide sequence"
+                },
+                "shortread_qc_adapter2": {
+                    "type": "string",
+                    "default": "None",
+                    "fa_icon": "fas fa-grip-lines",
+                    "description": "Specify adapter 2 nucleotide sequence"
+                },
+                "shortread_qc_mergepairs": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turn on merging of read pairs for paired-end data"
+                },
+                "shortread_qc_excludeunmerged": {
+                    "type": "boolean",
+                    "fa_icon": "far fa-times-circle",
+                    "description": "Discard unmerged reads from paired-end merging"
+                },
+                "shortread_qc_minlength": {
+                    "type": "integer",
+                    "default": 15,
+                    "fa_icon": "fas fa-ruler-horizontal",
+                    "description": "Specify the minimum length of reads"
+                },
+                "perform_shortread_complexityfilter": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turns on nucleotide sequence complexity filtering"
+                },
+                "shortread_complexityfilter_tool": {
+                    "type": "string",
+                    "default": "bbduk",
+                    "enum": [
+                        "bbduk",
+                        "prinseqplusplus",
+                        "fastp"
+                    ],
+                    "fa_icon": "fas fa-hammer",
+                    "description": "Specify which tool to use for complexity filtering"
+                },
+                "shortread_complexityfilter_entropy": {
+                    "type": "number",
+                    "default": 0.3,
+                    "fa_icon": "fas fa-random",
+                    "description": "Specify the minimum sequence entropy level for complexity filtering"
+                },
+                "shortread_complexityfilter_bbduk_windowsize": {
+                    "type": "integer",
+                    "default": 50,
+                    "fa_icon": "far fa-window-maximize",
+                    "description": "Specify the window size for BBDuk complexity filtering"
+                },
+                "shortread_complexityfilter_bbduk_mask": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-mask",
+                    "description": "Turn on masking rather than discarding of low complexity reads for BBduk"
+                },
+                "shortread_complexityfilter_fastp_threshold": {
+                    "type": "integer",
+                    "default": 30,
+                    "fa_icon": "fas fa-sort-numeric-down",
+                    "description": "Specify the minimum complexity filter threshold of Fastp"
+                },
+                "shortread_complexityfilter_prinseqplusplus_mode": {
+                    "type": "string",
+                    "default": "entropy",
+                    "enum": [
+                        "entropy",
+                        "dust"
+                    ],
+                    "fa_icon": "fas fa-check-square",
+                    "description": "Specify the complexity filter mode for PRINSEQ++"
+                },
+                "shortread_complexityfilter_prinseqplusplus_dustscore": {
+                    "type": "number",
+                    "default": 0.5,
+                    "fa_icon": "fas fa-head-side-mask",
+                    "description": "Specify the minimum dust score for PRINTSEQ++ complexity filtering"
+                },
+                "save_complexityfiltered_reads": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-save",
+                    "description": "Save complexity filtered short-reads"
+                }
+            },
+            "fa_icon": "fas fa-compress-alt"
+        },
+        "preprocessing_long_read_qc_options": {
+            "title": "Preprocessing long-read QC options",
+            "type": "object",
+            "description": "Options for adapter clipping, quality trimming, and length filtering",
+            "default": "",
+            "properties": {
+                "perform_longread_qc": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turns on long read quality control steps (adapter clipping, length filtering etc.)"
+                },
+                "longread_qc_run_clip": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turn on long-read adapter clipping"
+                },
+                "longread_qc_run_filter": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turn on Filtlong long-read length filtering"
+                },
+                "longread_qc_keep_percent": {
+                    "type": "integer",
+                    "default": 90,
+                    "fa_icon": "fas fa-percent",
+                    "description": "Specify minimum percentage of high-quality reads to keep during filtering"
+                },
+                "longread_qc_target_bases": {
+                    "type": "integer",
+                    "default": 500000000,
+                    "fa_icon": "fas fa-bullseye",
+                    "description": "Specify the target number of high-quality bases to retain overall during filtering"
+                },
+                "longread_qc_minlength": {
+                    "type": "integer",
+                    "default": 1000,
+                    "fa_icon": "fas fa-ruler-horizontal",
+                    "description": "Specify the minimum length of long-reads to retain during filtering"
+                }
+            },
+            "fa_icon": "fas fa-expand-alt"
+        },
+        "preprocessing_host_removal_options": {
+            "title": "Preprocessing host removal options",
+            "type": "object",
+            "description": "Options for pre-profiling host read removal",
+            "default": "",
+            "properties": {
+                "perform_shortread_hostremoval": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turn on short-read host removal"
+                },
+                "perform_longread_hostremoval": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turn on long-read host removal"
+                },
+                "hostremoval_reference": {
+                    "type": "string",
+                    "default": "None",
+                    "fa_icon": "fas fa-file-alt",
+                    "description": "Specify path to single reference FASTA of host(s) genome(s)"
+                },
+                "shortread_hostremoval_index": {
+                    "type": "string",
+                    "default": "None",
+                    "fa_icon": "fas fa-address-book",
+                    "description": "Specify path to the directory containing pre-made BowTie2 indexes of the host removal reference"
+                },
+                "longread_hostremoval_index": {
+                    "type": "string",
+                    "default": "None",
+                    "fa_icon": "fas fa-address-book",
+                    "description": "Specify path to the directory containing pre-made Minimap2 indexes of the host removal reference"
+                },
+                "save_hostremoval_index": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-save",
+                    "description": "Save mapping index of input reference when not already supplied by user"
+                },
+                "save_hostremoval_mapped": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-save",
+                    "description": "Save mapped reads in BAM format from host removal"
+                },
+                "save_hostremoval_unmapped": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-save",
+                    "description": "Save unmapped reads in FASTQ format from host removal"
+                }
+            },
+            "fa_icon": "fas fa-user-times"
+        },
+        "preprocessing_run_merging_options": {
+            "title": "Preprocessing run merging options",
+            "type": "object",
+            "description": "Options for per-sample run-merging",
+            "default": "",
+            "properties": {
+                "perform_runmerging": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turn on run merging"
+                },
+                "save_runmerged_reads": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-save",
+                    "description": "Save run-concatenated input FASTQ files for each sample"
+                }
+            },
+            "fa_icon": "fas fa-clipboard-check"
+        },
+        "profiling_options": {
+            "title": "Profiling options",
+            "type": "object",
+            "description": "",
+            "default": "",
+            "properties": {
+                "run_centrifuge": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turn on profiling with Centrifuge. Requires database to be present CSV file passed to --databases"
+                },
+                "centrifuge_save_reads": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-save",
+                    "description": "Turn on saving of Centrifuge-aligned reads"
+                },
+                "run_diamond": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turn on profiling with DIAMOND. Requires database to be present CSV file passed to --databases"
+                },
+                "diamond_output_format": {
+                    "type": "string",
+                    "default": "tsv",
+                    "enum": [
+                        "blast",
+                        "xml",
+                        "txt",
+                        "daa",
+                        "sam",
+                        "tsv",
+                        "paf"
+                    ],
+                    "fa_icon": "fas fa-file",
+                    "description": "Specify output format from DIAMOND profiling."
+                },
+                "diamond_save_reads": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-save",
+                    "description": "Turn on saving of DIAMOND-aligned reads. Will override --diamond_output_format and no taxon tables will be generated"
+                },
+                "run_kaiju": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turn on profiling with Kaiju. Requires database to be present CSV file passed to --databases"
+                },
+                "kaiju_taxon_rank": {
+                    "type": "string",
+                    "default": "species",
+                    "enum": [
+                        "phylum",
+                        "class",
+                        "order",
+                        "family",
+                        "genus",
+                        "species"
+                    ],
+                    "fa_icon": "fas fa-tag",
+                    "description": "Specify taxonomic rank to be displayed in Kaiju taxon table"
+                },
+                "run_kraken2": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turn on profiling with Kraken2. Requires database to be present CSV file passed to --databases"
+                },
+                "kraken2_save_reads": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-save",
+                    "description": "Turn on saving of Kraken2-aligned reads"
+                },
+                "kraken2_save_readclassification": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-save",
+                    "description": "Turn on saving of Kraken2 per-read taxonomic assignment file"
+                },
+                "run_malt": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turn on profiling with MALT. Requires database to be present CSV file passed to --databases"
+                },
+                "malt_mode": {
+                    "type": "string",
+                    "default": "BlastN",
+                    "fa_icon": "fas fa-check-square",
+                    "description": "Specify which MALT alignment mode to use"
+                },
+                "malt_save_reads": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-save",
+                    "description": "Turn on saving of MALT-aligned reads"
+                },
+                "malt_generate_megansummary": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-save",
+                    "description": "Turn on generation of MEGAN summary file from MALT results"
+                },
+                "run_metaphlan3": {
+                    "type": "boolean",
+                    "description": "Turn on profiling with MetaPhlAn3. Requires database to be present CSV file passed to --databases",
+                    "fa_icon": "fas fa-toggle-on"
+                },
+                "run_motus": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turn on profiling with mOTUs. Requires database to be present CSV file passed to --databases"
+                }
+            },
+            "fa_icon": "fas fa-align-center"
+        },
+        "postprocessing_and_visualisation_options": {
+            "title": "Postprocessing and visualisation options",
+            "type": "object",
+            "description": "",
+            "default": "",
+            "properties": {
+                "run_profile_standardisation": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turn on standardisation of taxon tables across profilers"
+                },
+                "generate_biom_output": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turn on generation of BIOM output (currently only applies to mOTUs)"
+                },
+                "run_krona": {
+                    "type": "boolean",
+                    "fa_icon": "fas fa-toggle-on",
+                    "description": "Turn on generation of Krona plots for supported profilers"
+                },
+                "krona_taxonomy_directory": {
+                    "type": "string",
+                    "default": "None",
+                    "fa_icon": "fas fa-folder-open",
+                    "description": "Specify path to krona taxonomy directories (required for MALT krona plots)"
+                }
+            },
+            "fa_icon": "fas fa-chart-line"
         },
         "institutional_config_options": {
             "title": "Institutional config options",
@@ -256,272 +613,33 @@
                 }
             }
         },
-        "preprocessing_short_read_qc": {
-            "title": "Preprocessing - Short Read QC",
+        "reference_genome_options": {
+            "title": "Reference genome options",
             "type": "object",
-            "description": "",
-            "default": "",
+            "fa_icon": "fas fa-dna",
+            "description": "Reference genome related files and options required for the workflow.",
             "properties": {
-                "perform_shortread_qc": {
-                    "type": "boolean"
-                },
-                "shortread_qc_tool": {
+                "genome": {
                     "type": "string",
-                    "default": "fastp",
-                    "enum": [
-                        "fastp",
-                        "adapterremoval"
-                    ]
+                    "description": "Name of iGenomes reference.",
+                    "fa_icon": "fas fa-book",
+                    "help_text": "If using a reference genome configured in the pipeline using iGenomes, use this parameter to give the ID for the reference. This is then used to build the full paths for all required reference genome files e.g. `--genome GRCh38`. \n\nSee the [nf-core website docs](https://nf-co.re/usage/reference_genomes) for more details.",
+                    "hidden": true
                 },
-                "shortread_qc_skipadaptertrim": {
-                    "type": "boolean"
-                },
-                "shortread_qc_adapter1": {
+                "igenomes_base": {
                     "type": "string",
-                    "default": "None"
+                    "format": "directory-path",
+                    "description": "Directory / URL base for iGenomes references.",
+                    "default": "s3://ngi-igenomes/igenomes",
+                    "fa_icon": "fas fa-cloud-download-alt",
+                    "hidden": true
                 },
-                "shortread_qc_adapter2": {
-                    "type": "string",
-                    "default": "None"
-                },
-                "shortread_qc_mergepairs": {
-                    "type": "boolean"
-                },
-                "shortread_qc_excludeunmerged": {
-                    "type": "boolean"
-                },
-                "shortread_qc_minlength": {
-                    "type": "integer",
-                    "default": 15
-                },
-                "perform_shortread_complexityfilter": {
-                    "type": "boolean"
-                },
-                "shortread_complexityfilter_tool": {
-                    "type": "string",
-                    "default": "bbduk",
-                    "enum": [
-                        "bbduk",
-                        "prinseqplusplus",
-                        "fastp"
-                    ]
-                },
-                "shortread_complexityfilter_entropy": {
-                    "type": "number",
-                    "default": 0.3
-                },
-                "shortread_complexityfilter_bbduk_windowsize": {
-                    "type": "integer",
-                    "default": 50
-                },
-                "shortread_complexityfilter_bbduk_mask": {
-                    "type": "boolean"
-                },
-                "shortread_complexityfilter_fastp_threshold": {
-                    "type": "integer",
-                    "default": 30
-                },
-                "shortread_complexityfilter_prinseqplusplus_mode": {
-                    "type": "string",
-                    "default": "entropy",
-                    "enum": [
-                        "entropy",
-                        "dust"
-                    ]
-                },
-                "shortread_complexityfilter_prinseqplusplus_dustscore": {
-                    "type": "number",
-                    "default": 0.5
-                },
-                "save_complexityfiltered_reads": {
-                    "type": "boolean"
-                }
-            }
-        },
-        "profiling": {
-            "title": "Profiling",
-            "type": "object",
-            "description": "",
-            "default": "",
-            "properties": {
-                "run_malt": {
-                    "type": "boolean"
-                },
-                "run_diamond": {
-                    "type": "boolean"
-                },
-                "malt_mode": {
-                    "type": "string",
-                    "default": "BlastN"
-                },
-                "kaiju_taxon_name": {
-                    "type": "string",
-                    "default": "species",
-                    "enum": [
-                        "phylum",
-                        "class",
-                        "order",
-                        "family",
-                        "genus",
-                        "species"
-                    ]
-                },
-                "run_centrifuge": {
-                    "type": "boolean"
-                },
-                "diamond_output_format": {
-                    "type": "string",
-                    "default": "tsv",
-                    "enum": [
-                        "blast",
-                        "xml",
-                        "txt",
-                        "daa",
-                        "sam",
-                        "tsv",
-                        "paf"
-                    ]
-                },
-                "malt_generate_megansummary": {
-                    "type": "boolean"
-                },
-                "run_metaphlan3": {
+                "igenomes_ignore": {
                     "type": "boolean",
-                    "description": "Enable MetaPhlAn for taxonomic profiling"
-                },
-                "centrifuge_save_reads": {
-                    "type": "boolean"
-                },
-                "run_kaiju": {
-                    "type": "boolean"
-                },
-                "kraken2_save_reads": {
-                    "type": "boolean"
-                },
-                "diamond_save_reads": {
-                    "type": "boolean"
-                },
-                "malt_save_reads": {
-                    "type": "boolean"
-                },
-                "run_motus": {
-                    "type": "boolean"
-                },
-                "kraken2_save_readclassification": {
-                    "type": "boolean"
-                },
-                "run_kraken2": {
-                    "type": "boolean"
-                }
-            }
-        },
-        "preprocessing_general_qc": {
-            "title": "Preprocessing - General QC",
-            "type": "object",
-            "description": "",
-            "default": "",
-            "properties": {
-                "save_preprocessed_reads": {
-                    "type": "boolean"
-                }
-            }
-        },
-        "preprocessing_long_read_qc": {
-            "title": "Preprocessing - Long Read QC",
-            "type": "object",
-            "description": "",
-            "default": "",
-            "properties": {
-                "perform_longread_qc": {
-                    "type": "boolean"
-                },
-                "longread_qc_run_clip": {
-                    "type": "boolean"
-                },
-                "longread_qc_run_filter": {
-                    "type": "boolean"
-                },
-                "longread_qc_keep_percent": {
-                    "type": "integer",
-                    "default": 90
-                },
-                "longread_qc_target_bases": {
-                    "type": "integer",
-                    "default": 500000000
-                },
-                "longread_qc_minlength": {
-                    "type": "integer",
-                    "default": 1000
-                },
-                "longread_hostremoval_index": {
-                    "type": "string",
-                    "default": "None"
-                }
-            }
-        },
-        "preprocessing_host_removal": {
-            "title": "Preprocessing - Host Removal",
-            "type": "object",
-            "description": "",
-            "default": "",
-            "properties": {
-                "perform_shortread_hostremoval": {
-                    "type": "boolean"
-                },
-                "hostremoval_reference": {
-                    "type": "string",
-                    "default": "None"
-                },
-                "perform_longread_hostremoval": {
-                    "type": "boolean"
-                },
-                "save_hostremoval_mapped": {
-                    "type": "boolean"
-                },
-                "save_hostremoval_index": {
-                    "type": "boolean"
-                },
-                "save_hostremoval_unmapped": {
-                    "type": "boolean"
-                },
-                "shortread_hostremoval_index": {
-                    "type": "string",
-                    "default": "None"
-                }
-            }
-        },
-        "preprocessing_run_merging": {
-            "title": "Preprocessing - Run Merging",
-            "type": "object",
-            "description": "",
-            "default": "",
-            "properties": {
-                "perform_runmerging": {
-                    "type": "boolean"
-                },
-                "save_runmerged_reads": {
-                    "type": "boolean"
-                }
-            }
-        },
-        "postprocessing_and_visualisation": {
-            "title": "Postprocessing and Visualisation",
-            "type": "object",
-            "description": "",
-            "default": "",
-            "properties": {
-                "run_profile_standardisation": {
-                    "type": "boolean"
-                },
-                "krona_taxonomy_directory": {
-                    "type": "string",
-                    "default": "None"
-                },
-                "run_krona": {
-                    "type": "boolean"
-                },
-                "generate_biom_output": {
-                    "type": "boolean"
+                    "description": "Do not load the iGenomes reference config.",
+                    "fa_icon": "fas fa-ban",
+                    "hidden": true,
+                    "help_text": "Do not load `igenomes.config` when running the pipeline. You may choose this option if you observe clashes between custom parameters and those supplied in `igenomes.config`."
                 }
             }
         }
@@ -531,7 +649,25 @@
             "$ref": "#/definitions/input_output_options"
         },
         {
-            "$ref": "#/definitions/reference_genome_options"
+            "$ref": "#/definitions/preprocessing_general_qc_options"
+        },
+        {
+            "$ref": "#/definitions/preprocessing_short_read_qc_options"
+        },
+        {
+            "$ref": "#/definitions/preprocessing_long_read_qc_options"
+        },
+        {
+            "$ref": "#/definitions/preprocessing_host_removal_options"
+        },
+        {
+            "$ref": "#/definitions/preprocessing_run_merging_options"
+        },
+        {
+            "$ref": "#/definitions/profiling_options"
+        },
+        {
+            "$ref": "#/definitions/postprocessing_and_visualisation_options"
         },
         {
             "$ref": "#/definitions/institutional_config_options"
@@ -543,25 +679,7 @@
             "$ref": "#/definitions/generic_options"
         },
         {
-            "$ref": "#/definitions/preprocessing_short_read_qc"
-        },
-        {
-            "$ref": "#/definitions/profiling"
-        },
-        {
-            "$ref": "#/definitions/preprocessing_general_qc"
-        },
-        {
-            "$ref": "#/definitions/preprocessing_long_read_qc"
-        },
-        {
-            "$ref": "#/definitions/preprocessing_host_removal"
-        },
-        {
-            "$ref": "#/definitions/preprocessing_run_merging"
-        },
-        {
-            "$ref": "#/definitions/postprocessing_and_visualisation"
+            "$ref": "#/definitions/reference_genome_options"
         }
     ]
 }
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index a9fe76d..61aa394 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -185,7 +185,7 @@ workflow PROFILING {
                             }
 
         KAIJU_KAIJU ( ch_input_for_kaiju.reads, ch_input_for_kaiju.db)
-        KAIJU_KAIJU2TABLE (KAIJU_KAIJU.out.results, ch_input_for_kaiju.db, params.kaiju_taxon_name)
+        KAIJU_KAIJU2TABLE (KAIJU_KAIJU.out.results, ch_input_for_kaiju.db, params.kaiju_taxon_rank)
         ch_multiqc_files = ch_multiqc_files.mix( KAIJU_KAIJU2TABLE.out.summary )
         ch_versions = ch_versions.mix( KAIJU_KAIJU.out.versions.first() )
         ch_raw_classifications = ch_raw_classifications.mix( KAIJU_KAIJU.out.results )
@@ -209,7 +209,7 @@ workflow PROFILING {
         DIAMOND_BLASTX ( ch_input_for_diamond.reads, ch_input_for_diamond.db, ch_diamond_reads_format , [] )
         ch_versions        = ch_versions.mix( DIAMOND_BLASTX.out.versions.first() )
         ch_raw_profiles    = ch_raw_profiles.mix( DIAMOND_BLASTX.out.tsv )
-        ch_multiqc_files   = ch_multiqc_files.mix( DIAMOND_BLASTX.out.log ) 
+        ch_multiqc_files   = ch_multiqc_files.mix( DIAMOND_BLASTX.out.log )
 
     }
 

From 2cc07183a0bfe666b2ba2c12728e5a9755f8ea30 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 30 Aug 2022 13:58:58 +0200
Subject: [PATCH 309/372] Standardise QC parameter  system and turn on both
 porechop/filtlong in tests

---
 conf/modules.config                          |  6 +++---
 conf/test.config                             |  3 +++
 conf/test_noprofiling.config                 |  3 +++
 nextflow.config                              | 12 ++++++------
 nextflow_schema.json                         | 10 +++++-----
 subworkflows/local/longread_preprocessing.nf |  4 ++--
 workflows/taxprofiler.nf                     |  2 +-
 7 files changed, 23 insertions(+), 17 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 1f4914d..43f7ebb 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -136,9 +136,9 @@ process {
 
     withName: FILTLONG {
         ext.args = [
-            "--min_length ${params.longread_qc_minlength}",
-            "--keep_percent ${params.longread_qc_keep_percent}",
-            "--target_bases ${params.longread_qc_target_bases}"
+            "--min_length ${params.longread_qc_qualityfilter_minlength}",
+            "--keep_percent ${params.longread_qc_qualityfilter_keeppercent}",
+            "--target_bases ${params.longread_qc_qualityfilter_targetbases}"
         ]
         .join(' ').trim()
         ext.prefix = { "${meta.id}_${meta.run_accession}_filtered" }
diff --git a/conf/test.config b/conf/test.config
index 6aaf058..5ea319a 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -26,6 +26,9 @@ params {
     databases                             = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
     perform_shortread_qc                  = true
     perform_longread_qc                   = true
+    shortread_qc_mergepairs               = true
+    longread_qc_skipadaptertrim           = false
+    longread_qc_qualityfilter             = true
     perform_shortread_complexityfilter    = true
     perform_shortread_hostremoval         = true
     perform_longread_hostremoval          = true
diff --git a/conf/test_noprofiling.config b/conf/test_noprofiling.config
index 86d8e70..0b3e9ce 100644
--- a/conf/test_noprofiling.config
+++ b/conf/test_noprofiling.config
@@ -26,6 +26,9 @@ params {
     databases                             = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
     perform_shortread_qc                  = true
     perform_longread_qc                   = true
+    shortread_qc_mergepairs               = true
+    longread_qc_skipadaptertrim           = false
+    longread_qc_qualityfilter             = true
     perform_shortread_complexityfilter    = true
     perform_shortread_hostremoval         = true
     perform_longread_hostremoval          = true
diff --git a/nextflow.config b/nextflow.config
index 4a83031..d188dbc 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -64,12 +64,12 @@ params {
     shortread_qc_adapter2            = null
     shortread_qc_minlength           = 15
 
-    perform_longread_qc              = false
-    longread_qc_run_clip             = false
-    longread_qc_run_filter           = false
-    longread_qc_minlength            = 1000
-    longread_qc_keep_percent        = 90
-    longread_qc_target_bases         = 500000000
+    perform_longread_qc                   = false
+    longread_qc_skipadaptertrim           = false
+    longread_qc_qualityfilter             = false
+    longread_qc_qualityfilter_minlength   = 1000
+    longread_qc_qualityfilter_keeppercent = 90
+    longread_qc_qualityfilter_targetbases = 500000000
 
     save_preprocessed_reads          = false
 
diff --git a/nextflow_schema.json b/nextflow_schema.json
index b4cb837..ae8b694 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -404,21 +404,21 @@
             "type": "integer",
             "default": 30
         },
-        "longread_qc_run_clip": {
+        "longread_qc_skipadaptertrim": {
             "type": "boolean"
         },
-        "longread_qc_run_filter": {
+        "longread_qc_qualityfilter": {
             "type": "boolean"
         },
-        "longread_qc_minlength": {
+        "longread_qc_qualityfilter_minlength": {
             "type": "integer",
             "default": 1000
         },
-        "longread_qc_keep_percent": {
+        "longread_qc_qualityfilter_keeppercent": {
             "type": "integer",
             "default": 90
         },
-        "longread_qc_target_bases": {
+        "longread_qc_qualityfilter_targetbases": {
             "type": "integer",
             "default": 500000000
         },
diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index 3464167..9d72a6b 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -14,7 +14,7 @@ workflow LONGREAD_PREPROCESSING {
     ch_versions      = Channel.empty()
     ch_multiqc_files = Channel.empty()
 
-    if ( params.longread_qc_run_clip && !params.longread_qc_run_filter ) {
+    if ( !params.longread_qc_skipadaptertrim && !params.longread_qc_qualityfilter ) {
         PORECHOP ( reads )
 
         ch_processed_reads = PORECHOP.out.reads
@@ -28,7 +28,7 @@ workflow LONGREAD_PREPROCESSING {
         ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
         ch_multiqc_files = ch_multiqc_files.mix( PORECHOP.out.log )
 
-    } else if ( !params.longread_qc_run_clip && params.longread_qc_run_filter ) {
+    } else if ( params.longread_qc_skipadaptertrim && params.longread_qc_qualityfilter ) {
 
         ch_processed_reads = FILTLONG ( reads.map{ meta, reads -> [meta, [], reads ]} )
         ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index b6f3a37..500eab3 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -22,7 +22,7 @@ if (params.databases) { ch_databases = file(params.databases) } else { exit 1, '
 
 if (params.shortread_qc_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
 if (params.shortread_qc_excludeunmerged && !params.shortread_qc_mergepairs) exit 1, "ERROR: [nf-core/taxprofiler] cannot include unmerged reads when merging not turned on. Please specify --shortread_qc_mergepairs"
-if ( (params.longread_qc_run_clip || params.longread_qc_run_filter) & !params.perform_longread_qc ) exit 1, "ERROR: [nf-core/taxprofiler] --longread_qc_run_clip or --longread_qc_run_filter requested but quality-control not turned on. Please specify --perform_long_qc"
+if ( (!params.longread_qc_skipadaptertrim || params.longread_qc_qualityfilter) & !params.perform_longread_qc ) exit 1, "ERROR: [nf-core/taxprofiler] --longread_qc_skipadaptertrim false or --longread_qc_qualityfilter requested but quality-control not turned on. Please specify --perform_long_qc"
 
 if (params.shortread_complexityfilter_tool == 'fastp' && ( params.perform_shortread_qc == false || params.shortread_qc_tool != 'fastp' ))  exit 1, "ERROR: [nf-core/taxprofiler] cannot use fastp complexity filtering if preprocessing not turned on and/or tool is not fastp. Please specify --perform_shortread_qc and/or --shortread_qc_tool 'fastp'"
 

From 95ad3801733773bae9e43e584a4c6a5180b84a3f Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 30 Aug 2022 14:01:52 +0200
Subject: [PATCH 310/372] Turn of length filtering by default for short read
 (to match opt in for longread qc)

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

diff --git a/nextflow.config b/nextflow.config
index d188dbc..700beef 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -62,7 +62,7 @@ params {
     shortread_qc_excludeunmerged     = false
     shortread_qc_adapter1            = null
     shortread_qc_adapter2            = null
-    shortread_qc_minlength           = 15
+    shortread_qc_minlength           = 0
 
     perform_longread_qc                   = false
     longread_qc_skipadaptertrim           = false

From afba604e8b54496298d3abdec96bfb615670f854 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 30 Aug 2022 14:04:34 +0200
Subject: [PATCH 311/372] Make everything within opt-out, once QC is opted-in

---
 conf/test.config             | 2 --
 conf/test_noprofiling.config | 2 --
 nextflow.config              | 6 +++---
 3 files changed, 3 insertions(+), 7 deletions(-)

diff --git a/conf/test.config b/conf/test.config
index 5ea319a..dac0e81 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -27,8 +27,6 @@ params {
     perform_shortread_qc                  = true
     perform_longread_qc                   = true
     shortread_qc_mergepairs               = true
-    longread_qc_skipadaptertrim           = false
-    longread_qc_qualityfilter             = true
     perform_shortread_complexityfilter    = true
     perform_shortread_hostremoval         = true
     perform_longread_hostremoval          = true
diff --git a/conf/test_noprofiling.config b/conf/test_noprofiling.config
index 0b3e9ce..12c7185 100644
--- a/conf/test_noprofiling.config
+++ b/conf/test_noprofiling.config
@@ -27,8 +27,6 @@ params {
     perform_shortread_qc                  = true
     perform_longread_qc                   = true
     shortread_qc_mergepairs               = true
-    longread_qc_skipadaptertrim           = false
-    longread_qc_qualityfilter             = true
     perform_shortread_complexityfilter    = true
     perform_shortread_hostremoval         = true
     perform_longread_hostremoval          = true
diff --git a/nextflow.config b/nextflow.config
index 700beef..087c879 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -58,15 +58,15 @@ params {
     perform_shortread_qc             = false
     shortread_qc_tool                = 'fastp'
     shortread_qc_skipadaptertrim     = false
-    shortread_qc_mergepairs          = false
+    shortread_qc_mergepairs          = true
     shortread_qc_excludeunmerged     = false
     shortread_qc_adapter1            = null
     shortread_qc_adapter2            = null
-    shortread_qc_minlength           = 0
+    shortread_qc_minlength           = 15
 
     perform_longread_qc                   = false
     longread_qc_skipadaptertrim           = false
-    longread_qc_qualityfilter             = false
+    longread_qc_qualityfilter             = true
     longread_qc_qualityfilter_minlength   = 1000
     longread_qc_qualityfilter_keeppercent = 90
     longread_qc_qualityfilter_targetbases = 500000000

From 3f8f32cba8a8811946f692413ae3794e9d1ae2f4 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 30 Aug 2022 14:08:05 +0200
Subject: [PATCH 312/372] Make longread quality ftilering opt out

---
 nextflow.config                              | 2 +-
 nextflow_schema.json                         | 8 ++++----
 subworkflows/local/longread_preprocessing.nf | 4 ++--
 workflows/taxprofiler.nf                     | 2 +-
 4 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index 087c879..4ed3ecb 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -66,7 +66,7 @@ params {
 
     perform_longread_qc                   = false
     longread_qc_skipadaptertrim           = false
-    longread_qc_qualityfilter             = true
+    longread_qc_skipqualityfilter         = true
     longread_qc_qualityfilter_minlength   = 1000
     longread_qc_qualityfilter_keeppercent = 90
     longread_qc_qualityfilter_targetbases = 500000000
diff --git a/nextflow_schema.json b/nextflow_schema.json
index ae8b694..64c64f0 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -407,18 +407,18 @@
         "longread_qc_skipadaptertrim": {
             "type": "boolean"
         },
-        "longread_qc_qualityfilter": {
+        "longread_qc_skipqualityfilter": {
             "type": "boolean"
         },
-        "longread_qc_qualityfilter_minlength": {
+        "longread_qc_skipqualityfilter_minlength": {
             "type": "integer",
             "default": 1000
         },
-        "longread_qc_qualityfilter_keeppercent": {
+        "longread_qc_skipqualityfilter_keeppercent": {
             "type": "integer",
             "default": 90
         },
-        "longread_qc_qualityfilter_targetbases": {
+        "longread_qc_skipqualityfilter_targetbases": {
             "type": "integer",
             "default": 500000000
         },
diff --git a/subworkflows/local/longread_preprocessing.nf b/subworkflows/local/longread_preprocessing.nf
index 9d72a6b..c04207e 100644
--- a/subworkflows/local/longread_preprocessing.nf
+++ b/subworkflows/local/longread_preprocessing.nf
@@ -14,7 +14,7 @@ workflow LONGREAD_PREPROCESSING {
     ch_versions      = Channel.empty()
     ch_multiqc_files = Channel.empty()
 
-    if ( !params.longread_qc_skipadaptertrim && !params.longread_qc_qualityfilter ) {
+    if ( !params.longread_qc_skipadaptertrim && params.longread_qc_skipqualityfilter) {
         PORECHOP ( reads )
 
         ch_processed_reads = PORECHOP.out.reads
@@ -28,7 +28,7 @@ workflow LONGREAD_PREPROCESSING {
         ch_versions = ch_versions.mix(PORECHOP.out.versions.first())
         ch_multiqc_files = ch_multiqc_files.mix( PORECHOP.out.log )
 
-    } else if ( params.longread_qc_skipadaptertrim && params.longread_qc_qualityfilter ) {
+    } else if ( params.longread_qc_skipadaptertrim && !params.longread_qc_skipqualityfilter) {
 
         ch_processed_reads = FILTLONG ( reads.map{ meta, reads -> [meta, [], reads ]} )
         ch_versions = ch_versions.mix(FILTLONG.out.versions.first())
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 500eab3..4744af5 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -22,7 +22,7 @@ if (params.databases) { ch_databases = file(params.databases) } else { exit 1, '
 
 if (params.shortread_qc_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
 if (params.shortread_qc_excludeunmerged && !params.shortread_qc_mergepairs) exit 1, "ERROR: [nf-core/taxprofiler] cannot include unmerged reads when merging not turned on. Please specify --shortread_qc_mergepairs"
-if ( (!params.longread_qc_skipadaptertrim || params.longread_qc_qualityfilter) & !params.perform_longread_qc ) exit 1, "ERROR: [nf-core/taxprofiler] --longread_qc_skipadaptertrim false or --longread_qc_qualityfilter requested but quality-control not turned on. Please specify --perform_long_qc"
+if ( (!params.longread_qc_skipadaptertrim || !params.longread_qc_skipqualityfilter) & !params.perform_longread_qc ) exit 1, "ERROR: [nf-core/taxprofiler] --longread_qc_skipadaptertrim false or --longread_qc_skipqualityfilterrequested but quality-control not turned on. Please specify --perform_long_qc"
 
 if (params.shortread_complexityfilter_tool == 'fastp' && ( params.perform_shortread_qc == false || params.shortread_qc_tool != 'fastp' ))  exit 1, "ERROR: [nf-core/taxprofiler] cannot use fastp complexity filtering if preprocessing not turned on and/or tool is not fastp. Please specify --perform_shortread_qc and/or --shortread_qc_tool 'fastp'"
 

From 8917e29e3560e828f73b5c7d0c6975051fc879d6 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 30 Aug 2022 14:11:48 +0200
Subject: [PATCH 313/372] Fix accidental overly zelous search-and-replace

---
 nextflow_schema.json     | 6 +++---
 workflows/taxprofiler.nf | 2 +-
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 64c64f0..965908f 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -410,15 +410,15 @@
         "longread_qc_skipqualityfilter": {
             "type": "boolean"
         },
-        "longread_qc_skipqualityfilter_minlength": {
+        "longread_qc_qualityfilter_minlength": {
             "type": "integer",
             "default": 1000
         },
-        "longread_qc_skipqualityfilter_keeppercent": {
+        "longread_qc_qualityfilter_keeppercent": {
             "type": "integer",
             "default": 90
         },
-        "longread_qc_skipqualityfilter_targetbases": {
+        "longread_qc_qualityfilter_targetbases": {
             "type": "integer",
             "default": 500000000
         },
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 4744af5..731e69d 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -22,7 +22,7 @@ if (params.databases) { ch_databases = file(params.databases) } else { exit 1, '
 
 if (params.shortread_qc_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
 if (params.shortread_qc_excludeunmerged && !params.shortread_qc_mergepairs) exit 1, "ERROR: [nf-core/taxprofiler] cannot include unmerged reads when merging not turned on. Please specify --shortread_qc_mergepairs"
-if ( (!params.longread_qc_skipadaptertrim || !params.longread_qc_skipqualityfilter) & !params.perform_longread_qc ) exit 1, "ERROR: [nf-core/taxprofiler] --longread_qc_skipadaptertrim false or --longread_qc_skipqualityfilterrequested but quality-control not turned on. Please specify --perform_long_qc"
+if ( (!params.longread_qc_skipadaptertrim || !params.longread_qc_skipqualityfilter) & !params.perform_longread_qc ) exit 1, "ERROR: [nf-core/taxprofiler] --longread_qc_skipadaptertrim false or --longread_qc_skipqualityfilter requested but quality-control not turned on. Please specify --perform_long_qc"
 
 if (params.shortread_complexityfilter_tool == 'fastp' && ( params.perform_shortread_qc == false || params.shortread_qc_tool != 'fastp' ))  exit 1, "ERROR: [nf-core/taxprofiler] cannot use fastp complexity filtering if preprocessing not turned on and/or tool is not fastp. Please specify --perform_shortread_qc and/or --shortread_qc_tool 'fastp'"
 

From 5552c264b9b563ed354d5ae7bbc492b5db583c7e Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 30 Aug 2022 14:14:01 +0200
Subject: [PATCH 314/372] Remove now unnecessary input validation

---
 workflows/taxprofiler.nf | 1 -
 1 file changed, 1 deletion(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 731e69d..2bd6c01 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -22,7 +22,6 @@ if (params.databases) { ch_databases = file(params.databases) } else { exit 1, '
 
 if (params.shortread_qc_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
 if (params.shortread_qc_excludeunmerged && !params.shortread_qc_mergepairs) exit 1, "ERROR: [nf-core/taxprofiler] cannot include unmerged reads when merging not turned on. Please specify --shortread_qc_mergepairs"
-if ( (!params.longread_qc_skipadaptertrim || !params.longread_qc_skipqualityfilter) & !params.perform_longread_qc ) exit 1, "ERROR: [nf-core/taxprofiler] --longread_qc_skipadaptertrim false or --longread_qc_skipqualityfilter requested but quality-control not turned on. Please specify --perform_long_qc"
 
 if (params.shortread_complexityfilter_tool == 'fastp' && ( params.perform_shortread_qc == false || params.shortread_qc_tool != 'fastp' ))  exit 1, "ERROR: [nf-core/taxprofiler] cannot use fastp complexity filtering if preprocessing not turned on and/or tool is not fastp. Please specify --perform_shortread_qc and/or --shortread_qc_tool 'fastp'"
 

From f393d1fe91849f7d731fb935efdb7307d4135bfc Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Tue, 30 Aug 2022 14:21:20 +0200
Subject: [PATCH 315/372] Update nextflow.config

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

diff --git a/nextflow.config b/nextflow.config
index 4ed3ecb..1fed9b3 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -66,7 +66,7 @@ params {
 
     perform_longread_qc                   = false
     longread_qc_skipadaptertrim           = false
-    longread_qc_skipqualityfilter         = true
+    longread_qc_skipqualityfilter         = false
     longread_qc_qualityfilter_minlength   = 1000
     longread_qc_qualityfilter_keeppercent = 90
     longread_qc_qualityfilter_targetbases = 500000000

From c2eaa3f6b04464b4ec966c95ac9b901791382f83 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 30 Aug 2022 14:33:40 +0200
Subject: [PATCH 316/372] Prettier

---
 nextflow_schema.json | 47 ++++++++++++++++++++++----------------------
 1 file changed, 24 insertions(+), 23 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index cc85806..1da56b7 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -74,7 +74,8 @@
                 "perform_shortread_qc": {
                     "type": "boolean",
                     "fa_icon": "fas fa-toggle-on",
-                    "description": "Turns on short read quality control steps (adapter clipping, complexity filtering etc.)"
+                    "description": "Turns on short read quality control steps (adapter clipping, complexity filtering etc.)",
+                    "help_text": ""
                 },
                 "shortread_qc_tool": {
                     "type": "string",
@@ -114,7 +115,7 @@
                     "type": "integer",
                     "default": 15,
                     "fa_icon": "fas fa-ruler-horizontal",
-                    "description": "Specify the minimum length of reads"
+                    "description": "Specify the minimum length of reads to be retained"
                 },
                 "perform_shortread_complexityfilter": {
                     "type": "boolean",
@@ -183,33 +184,33 @@
                     "fa_icon": "fas fa-toggle-on",
                     "description": "Turns on long read quality control steps (adapter clipping, length filtering etc.)"
                 },
-                "longread_qc_run_clip": {
+                "longread_qc_skipadaptertrim": {
                     "type": "boolean",
-                    "fa_icon": "fas fa-toggle-on",
-                    "description": "Turn on long-read adapter clipping"
+                    "description": "Skip long-read trimming",
+                    "fa_icon": "fas fa-forward"
                 },
-                "longread_qc_run_filter": {
+                "longread_qc_skipqualityfilter": {
                     "type": "boolean",
-                    "fa_icon": "fas fa-toggle-on",
-                    "description": "Turn on Filtlong long-read length filtering"
+                    "description": "Skip long-read length and quality filtering",
+                    "fa_icon": "fas fa-forward"
                 },
-                "longread_qc_keep_percent": {
-                    "type": "integer",
-                    "default": 90,
-                    "fa_icon": "fas fa-percent",
-                    "description": "Specify minimum percentage of high-quality reads to keep during filtering"
-                },
-                "longread_qc_target_bases": {
-                    "type": "integer",
-                    "default": 500000000,
-                    "fa_icon": "fas fa-bullseye",
-                    "description": "Specify the target number of high-quality bases to retain overall during filtering"
-                },
-                "longread_qc_minlength": {
+                "longread_qc_qualityfilter_minlength": {
                     "type": "integer",
                     "default": 1000,
-                    "fa_icon": "fas fa-ruler-horizontal",
-                    "description": "Specify the minimum length of long-reads to retain during filtering"
+                    "description": "Specify the minimum length of reads to be retained",
+                    "fa_icon": "fas fa-ruler-horizontal"
+                },
+                "longread_qc_qualityfilter_keeppercent": {
+                    "type": "integer",
+                    "default": 90,
+                    "description": "Specify the percent of high-quality reads to be retained",
+                    "fa_icon": "fas fa-percentage"
+                },
+                "longread_qc_qualityfilter_targetbases": {
+                    "type": "integer",
+                    "default": 500000000,
+                    "description": "Specify the minimum number of high-quality bases in the library to be retained",
+                    "fa_icon": "fas fa-bullseye"
                 }
             },
             "fa_icon": "fas fa-expand-alt"

From bdcae4f934c9862c86911fb26ba6010859e04e56 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 30 Aug 2022 16:04:05 +0200
Subject: [PATCH 317/372] More docs and tweat to usage.md

---
 docs/usage.md        |   2 +-
 nextflow_schema.json | 148 +++++++++++++++++++++++++++++++------------
 2 files changed, 108 insertions(+), 42 deletions(-)

diff --git a/docs/usage.md b/docs/usage.md
index 1bcd235..1ee7bd0 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -207,7 +207,7 @@ Similarly to complexity filtering, host-removal can be useful for runtime optimi
 
 nf-core/taxprofiler currently offers host-removal via alignment against a reference genome with Bowtie2, and the use of the unaligned reads for downstream profiling.
 
-You can supply your reference genome in FASTA format with `--hostremoval_reference`. You can also optionally supply a directory containing pre-indexed Bowtie2 index files with `--shortread_hostremoval_index` or `--longread_hostremoval_index`, however nf-core/taxprofiler will generate this for you if necessary. Pre-supplying the directory of index files can greatly speed up the process, and these can be re-used.
+You can supply your reference genome in FASTA format with `--hostremoval_reference`. You can also optionally supply a directory containing pre-indexed Bowtie2 index files with `--shortread_hostremoval_index` or a minimap2 `.mmi` file for `--longread_hostremoval_index`, however nf-core/taxprofiler will generate these for you if necessary. Pre-supplying the index directory or files can greatly speed up the process, and these can be re-used.
 
 > 💡 If you have multiple taxa or sequences you wish to remove (e.g., the host genome and then also PhiX - common quality-control reagent during sequencing) you can simply concatenate the FASTAs of each taxa or sequences into a single reference file.
 
diff --git a/nextflow_schema.json b/nextflow_schema.json
index 1da56b7..33ebb36 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,11 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "databases", "outdir"],
+            "required": [
+                "input",
+                "databases",
+                "outdir"
+            ],
             "properties": {
                 "input": {
                     "type": "string",
@@ -60,7 +64,7 @@
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
                     "description": "Save reads from adapter clipping/pair-merging, length filtering for both short and long reads",
-                    "help_text": "This saves the FASTQ output from the following tools:\n\n- FastP\n- AdapterRemoval\n- PoreChop\n- FiltLong\n\nThese reads will be a mixture of: adapter clipped, quality trimmed, pair-merged, and length filtered, depending on the parameters you set."
+                    "help_text": "This saves the FASTQ output from the following tools:\n\n- fastp\n- AdapterRemoval\n- PoreChop\n- FiltLong\n\nThese reads will be a mixture of: adapter clipped, quality trimmed, pair-merged, and length filtered, depending on the parameters you set."
                 }
             },
             "fa_icon": "fas fa-users-cog"
@@ -75,57 +79,72 @@
                     "type": "boolean",
                     "fa_icon": "fas fa-toggle-on",
                     "description": "Turns on short read quality control steps (adapter clipping, complexity filtering etc.)",
-                    "help_text": ""
+                    "help_text": "Turns on short read quality control steps (adapter clipping, complexity filtering etc.)\n\nThis subworkflow can perform:\n\n- Adapter removal\n- Read quality trimming\n- Read pair merging\n- Length filtering\n- Complexity filtering\n\nEither with fastp or AdapterRemoval.\n\nRemoving adapters (if present) is recommend to reduce false-postive hits that may occur from 'dirty' or 'contaminated' reference genomes in a profiling database that contain accidentially incorporated adapter sequences. Note that some, but not all, tools support paired-end alignment (utilising information about the insert covered by the pairs). However read pair merging in some cases can be recommend to increase read length (such as in aDNA). Length filtering, and/or complexity can speed up alignment by reducing the number of short unspecific reads that need to be aligned."
                 },
                 "shortread_qc_tool": {
                     "type": "string",
                     "default": "fastp",
-                    "enum": ["fastp", "adapterremoval"],
+                    "enum": [
+                        "fastp",
+                        "adapterremoval"
+                    ],
                     "fa_icon": "fas fa-tools",
-                    "description": "Specify which tool to use for read QC"
+                    "description": "Specify which tool to use for short-read QC"
                 },
                 "shortread_qc_skipadaptertrim": {
                     "type": "boolean",
                     "fa_icon": "fas fa-forward",
-                    "description": "Skip adapter trimming"
+                    "description": "Skip adapter trimming",
+                    "help_text": "Skip the removal of sequencing adapters. \n\nThis often can be useful to speed up run-time of the pipeline when analysing data downloaded from public databases such as the ENA or SRA, as adapters should already be removed (however we recommend to check FastQC results to ensure this is the case)."
                 },
                 "shortread_qc_adapter1": {
                     "type": "string",
                     "default": "None",
                     "fa_icon": "fas fa-grip-lines",
-                    "description": "Specify adapter 1 nucleotide sequence"
+                    "description": "Specify adapter 1 nucleotide sequence",
+                    "help_text": "Specify a custom forward or R1 adapter sequence to be removed off of reads. \n\nIf not set, the selected short-read QC tool's defaults will be used.\n\n> Modifies tool parameter(s):\n> - fastp parameter `--adapter_sequence`. fastp default: `AGATCGGAAGAGCACACGTCTGAACTCCAGTCA`\n> - AdapterRemoval `--adapter1`. AdapteRemoval2 default: `AGATCGGAAGAGCACACGTCTGAACTCCAGTCACNNNNNNATCTCGTATGCCGTCTTCTGCTTG`"
                 },
                 "shortread_qc_adapter2": {
                     "type": "string",
                     "default": "None",
                     "fa_icon": "fas fa-grip-lines",
-                    "description": "Specify adapter 2 nucleotide sequence"
+                    "description": "Specify adapter 2 nucleotide sequence",
+                    "help_text": "Specify a custom reverse or R2 adapter sequence to be removed off of reads. \n\nIf not set, the selected short-read QC tool's defaults will be used.\n\n> Modifies tool parameter(s):\n> - fastp parameter `--adapter_sequence`. fastp default: `AGATCGGAAGAGCGTCGTGTAGGGAAAGAGTGT`\n> - AdapterRemoval `--adapter1`. AdapteRemoval2 default: `AGATCGGAAGAGCGTCGTGTAGGGAAAGAGTGTAGATCTCGGTGGTCGCCGTATCATT`"
                 },
                 "shortread_qc_mergepairs": {
                     "type": "boolean",
                     "fa_icon": "fas fa-toggle-on",
-                    "description": "Turn on merging of read pairs for paired-end data"
+                    "description": "Turn on merging of read pairs for paired-end data",
+                    "default": true,
+                    "help_text": "Turn on the merging of read-pairs of paired-end short read sequencing data for AdapterRemoval (this is performed automatically with fastp).\n\n> Modifies tool parameter(s):\n> - AdapterRemoval: `--collapse`\n"
                 },
                 "shortread_qc_excludeunmerged": {
                     "type": "boolean",
                     "fa_icon": "far fa-times-circle",
-                    "description": "Discard unmerged reads from paired-end merging"
+                    "description": "Discard unmerged reads from paired-end merging",
+                    "help_text": "Turns off the inclusion of unmerged reads in resulting processing FASTQ file of paired-end sequencing data when using `fastp`.\n\nThis can be useful in cases where you prefer to have very short reads (e.g. aDNA), thus excluding longer-reads or possibly faulty reads where one of the pair was discarded.\n\n> Modifies tool parameter(s):\n> - fastp: `--include_unmerged`\n"
                 },
                 "shortread_qc_minlength": {
                     "type": "integer",
                     "default": 15,
                     "fa_icon": "fas fa-ruler-horizontal",
-                    "description": "Specify the minimum length of reads to be retained"
+                    "description": "Specify the minimum length of reads to be retained",
+                    "help_text": "Specifying a mimum read length filtering can speed up profiling by reducing the number of short unspecific reads that need to be match/aligned to the database.\n\n> Modifies tool parameter(s):\n> - fastp: `--length_required`\n> - AdapterRemoval: `--minlength`"
                 },
                 "perform_shortread_complexityfilter": {
                     "type": "boolean",
                     "fa_icon": "fas fa-toggle-on",
-                    "description": "Turns on nucleotide sequence complexity filtering"
+                    "description": "Turns on nucleotide sequence complexity filtering",
+                    "help_text": "Turns on sequencing complexity filtering. Complexity filtering can be useful to increase run-time by removing unspecific read sequences that do not provide any informative taxon ID."
                 },
                 "shortread_complexityfilter_tool": {
                     "type": "string",
                     "default": "bbduk",
-                    "enum": ["bbduk", "prinseqplusplus", "fastp"],
+                    "enum": [
+                        "bbduk",
+                        "prinseqplusplus",
+                        "fastp"
+                    ],
                     "fa_icon": "fas fa-hammer",
                     "description": "Specify which tool to use for complexity filtering"
                 },
@@ -133,29 +152,36 @@
                     "type": "number",
                     "default": 0.3,
                     "fa_icon": "fas fa-random",
-                    "description": "Specify the minimum sequence entropy level for complexity filtering"
+                    "description": "Specify the minimum sequence entropy level for complexity filtering",
+                    "help_text": "Specify the minimum 'entropy' value for complexity filtering for BBDuk or PRINSEQ++.\n\nNote that this value will only be used for PRINSEQ++ if `--shortread_complexityfilter_prinseqplusplus_mode` is set to `entropy`.\n\nEntropy here corresponds to the amount of sequence variation exists within the read. Higher values correspond to more variety, and thus will likely reslut in more specific matching to a taxon's reference genome. The trade off here is fewer reads (or abundance information) available for having a confident identification.\n\n\n> Modifies tool parameter(s):\n> - BBDuk: `entropy=`\n> - PRINSEQ++:  `-lc_entropy`\n\n"
                 },
                 "shortread_complexityfilter_bbduk_windowsize": {
                     "type": "integer",
                     "default": 50,
                     "fa_icon": "far fa-window-maximize",
-                    "description": "Specify the window size for BBDuk complexity filtering"
+                    "description": "Specify the window size for BBDuk complexity filtering",
+                    "help_text": "Specify the window size to calculate the level entropy within for BBDuk.\n\n> Modifies tool parameter(s):\n> - BBDuk: `entropywindow=`"
                 },
                 "shortread_complexityfilter_bbduk_mask": {
                     "type": "boolean",
                     "fa_icon": "fas fa-mask",
-                    "description": "Turn on masking rather than discarding of low complexity reads for BBduk"
+                    "description": "Turn on masking rather than discarding of low complexity reads for BBduk",
+                    "help_text": "Turn on masking of low-complexity reads (i.e., replacement with `N`) rather than removal.\n\n> Modfies:\n> - BBDuk: `entropymask=`"
                 },
                 "shortread_complexityfilter_fastp_threshold": {
                     "type": "integer",
                     "default": 30,
                     "fa_icon": "fas fa-sort-numeric-down",
-                    "description": "Specify the minimum complexity filter threshold of Fastp"
+                    "description": "Specify the minimum complexity filter threshold of fastp",
+                    "help_text": "Specify the minimum sequence complexity value for fastp. This value corresponds to the percentage of bases that is different from it's adjacent bases.\n\n> Modifies tool parameter(s):\n> - fastp: `--complexity_threshold`"
                 },
                 "shortread_complexityfilter_prinseqplusplus_mode": {
                     "type": "string",
                     "default": "entropy",
-                    "enum": ["entropy", "dust"],
+                    "enum": [
+                        "entropy",
+                        "dust"
+                    ],
                     "fa_icon": "fas fa-check-square",
                     "description": "Specify the complexity filter mode for PRINSEQ++"
                 },
@@ -163,12 +189,14 @@
                     "type": "number",
                     "default": 0.5,
                     "fa_icon": "fas fa-head-side-mask",
-                    "description": "Specify the minimum dust score for PRINTSEQ++ complexity filtering"
+                    "description": "Specify the minimum dust score for PRINTSEQ++ complexity filtering",
+                    "help_text": "Specify the minimum dust score below which low-complexity reads will be removed. A DUST score is based on how often different tri-nucleotides occur along a read.\n\n> Modifies tool parameter(s):\n> - PRINSEQ++: `--lc_dust`"
                 },
                 "save_complexityfiltered_reads": {
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
-                    "description": "Save complexity filtered short-reads"
+                    "description": "Save complexity filtered short-reads",
+                    "help_text": "Specify whether to save the final complexity filtered reads in your results directory (`--outdir`)."
                 }
             },
             "fa_icon": "fas fa-compress-alt"
@@ -182,35 +210,41 @@
                 "perform_longread_qc": {
                     "type": "boolean",
                     "fa_icon": "fas fa-toggle-on",
-                    "description": "Turns on long read quality control steps (adapter clipping, length filtering etc.)"
+                    "description": "Turns on long read quality control steps (adapter clipping, length filtering etc.)",
+                    "help_text": "Turns on long read quality control steps (adapter clipping, length and/or quality filtering.)\n\nRemoving adapters (if present) is recommend to reduce false-postive hits that may occur from 'dirty' or 'contaminated' reference genomes in a profiling database that contain accidentially incorporated adapter sequences.\n\nLength filtering, and quality filtering can speed up alignment by reducing the number of unspecific reads that need to be aligned."
                 },
                 "longread_qc_skipadaptertrim": {
                     "type": "boolean",
                     "description": "Skip long-read trimming",
-                    "fa_icon": "fas fa-forward"
+                    "fa_icon": "fas fa-forward",
+                    "help_text": "Skip removal of adapters by Porechop. This can be useful in some cases to speed up run time - particularly when you are running data downloading from public databases such as the ENA/SRA that should already have adapters removed. We recommend that you check your FastQC results this is indeed the case."
                 },
                 "longread_qc_skipqualityfilter": {
                     "type": "boolean",
                     "description": "Skip long-read length and quality filtering",
-                    "fa_icon": "fas fa-forward"
+                    "fa_icon": "fas fa-forward",
+                    "help_text": "Skip removal of quality filtering with Filtlong. This will skip length, percent reads, and target bases filtering (see other `--longread_qc_qualityfilter_*` parameters)."
                 },
                 "longread_qc_qualityfilter_minlength": {
                     "type": "integer",
                     "default": 1000,
                     "description": "Specify the minimum length of reads to be retained",
-                    "fa_icon": "fas fa-ruler-horizontal"
+                    "fa_icon": "fas fa-ruler-horizontal",
+                    "help_text": "Specify the minimum of length of reads to be kept for downstream analysis.\n\n> Modifies tool parameter(s):\n> - Filtlong: `--min_length`"
                 },
                 "longread_qc_qualityfilter_keeppercent": {
                     "type": "integer",
                     "default": 90,
-                    "description": "Specify the percent of high-quality reads to be retained",
-                    "fa_icon": "fas fa-percentage"
+                    "description": "Specify the percent of high-quality bases to be retained",
+                    "fa_icon": "fas fa-percentage",
+                    "help_text": "Throw out the remaining percentage of reads outside the value. This is measured by bp, not by read count. So this option throws out the worst e.g. 10% of read bases if the parameter is set to `90`.  _Modified from [Filtlong documentation](https://github.com/rrwick/Filtlong)_\n\n> Modifies tool parameter(s):\n> - Filtlong: `--keep_percent`"
                 },
                 "longread_qc_qualityfilter_targetbases": {
                     "type": "integer",
                     "default": 500000000,
-                    "description": "Specify the minimum number of high-quality bases in the library to be retained",
-                    "fa_icon": "fas fa-bullseye"
+                    "description": "Specify the number of high-quality bases in the library to be retained",
+                    "fa_icon": "fas fa-bullseye",
+                    "help_text": "Removes the worst reads until only the specified value of bases remain, useful for very large read sets. If the input read set is less than the specified value, this setting will have no effect. _Modified from [Filtlong documentation](https://github.com/rrwick/Filtlong)_\n\n> Modifies tool parameter(s):\n> - Filtlong: `--keep_percent`"
                 }
             },
             "fa_icon": "fas fa-expand-alt"
@@ -224,45 +258,53 @@
                 "perform_shortread_hostremoval": {
                     "type": "boolean",
                     "fa_icon": "fas fa-toggle-on",
-                    "description": "Turn on short-read host removal"
+                    "description": "Turn on short-read host removal",
+                    "help_text": "Turns on the ability to remove short-reads from the that derived from a known organism, using Bowtie2 and samtools\n\nThis subworkflow is useful to remove reads that may come from a host, or a known contamination like the human reference genome. Human DNA contamination of (microbial) reference genomes is well known, so removal of these prior profiling both reduces the risks of false positives, and in _some cases_ a faster runtime (as less reads need to be profiled).\n\nAlternatively, you can include the reference genome within your profiling databases and can turn off this subworkflow, with the trade off of a larger taxonomic profiling database."
                 },
                 "perform_longread_hostremoval": {
                     "type": "boolean",
                     "fa_icon": "fas fa-toggle-on",
-                    "description": "Turn on long-read host removal"
+                    "description": "Turn on long-read host removal",
+                    "help_text": "Turns on the ability to remove long-reads from the that derived from a known organism, using minimap2 and samtools\n\nThis subworkflow is useful to remove reads that may come from a host, or a known contamination like the human reference genome. Human DNA contamination of (microbial) reference genomes is well known, so removal of these prior profiling both reduces the risks of false positives, and in _some cases_ a faster runtime (as less reads need to be profiled).\n\nAlternatively, you can include the reference genome within your profiling databases and can turn off this subworkflow, with the trade off of a larger taxonomic profiling database."
                 },
                 "hostremoval_reference": {
                     "type": "string",
                     "default": "None",
                     "fa_icon": "fas fa-file-alt",
-                    "description": "Specify path to single reference FASTA of host(s) genome(s)"
+                    "description": "Specify path to single reference FASTA of host(s) genome(s)",
+                    "help_text": "Specify a path to the FASTA file of the reference genome of the organism to be removed.\n\nIf you have two or more host organisms or contaminants you wish to remove, you can concatenate the FASTAs of the different taxa into a single one to provide to the pipeline."
                 },
                 "shortread_hostremoval_index": {
                     "type": "string",
                     "default": "None",
                     "fa_icon": "fas fa-address-book",
-                    "description": "Specify path to the directory containing pre-made BowTie2 indexes of the host removal reference"
+                    "description": "Specify path to the directory containing pre-made BowTie2 indexes of the host removal reference",
+                    "help_text": "Specify the path to a _directory_ containing pre-made Bowtie2 reference index files (i.e. the directory containing `.bt1`, `.bt2` files etc.). These should sit in the same directory alongside the the reference file specified in `--hostremoval_reference` .\n\nSpecifying premade indices can speed up runtime of the host-removal step, however if not supplied the pipeline will generate the indices for you"
                 },
                 "longread_hostremoval_index": {
                     "type": "string",
                     "default": "None",
                     "fa_icon": "fas fa-address-book",
-                    "description": "Specify path to the directory containing pre-made Minimap2 indexes of the host removal reference"
+                    "description": "Specify path to a pre-made Minimap2 index file (.mmi) of the host removal reference",
+                    "help_text": "Specify path to a pre-made Minimap2 index file (.mmi) of the host removal reference file given to `--hostremoval_reference`.\n\nSpecifying a premade index file can speed up runtime of the host-removal step, however if not supplied the pipeline will generate the indices for you."
                 },
                 "save_hostremoval_index": {
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
-                    "description": "Save mapping index of input reference when not already supplied by user"
+                    "description": "Save mapping index of input reference when not already supplied by user",
+                    "help_text": "Save the output files of the in-built indexing of the host genome.\n\nThis is recommend to be turned of if you plan to use the same reference genome multiple times, as supplying the directory or file to `--shortread_hostremoval_index` or `--longread_hostremoval_index` respectively can speed up runtime of future runs. Once generated, we recommend you place this file _outside_ of your run results directory in a central 'cache' directory you and others using your machine can access and supply to the pipeline."
                 },
                 "save_hostremoval_mapped": {
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
-                    "description": "Save mapped reads in BAM format from host removal"
+                    "description": "Save mapped reads in BAM format from host removal",
+                    "help_text": "Save the reads mapped to the reference genome in BAM format as output by the respective hostremoval alignment tool.\n\nThis can be useful if you wish to perform other analyses on the host organism (such as host-microbe interaction), however, you should consider whether the default mapping parameters of Bowtie2 (short-read) or minimap2 (long-read) are optimised to your context. "
                 },
                 "save_hostremoval_unmapped": {
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
-                    "description": "Save unmapped reads in FASTQ format from host removal"
+                    "description": "Save unmapped reads in FASTQ format from host removal",
+                    "help_text": "Save the unreads mapped to the reference genome in FASTQ format (as exported from `samtools view`).\n\nThis can be useful if you wish to perform other analyses on the off-target reads from the host mapping, such as manual profiling or _de novo_ assembly."
                 }
             },
             "fa_icon": "fas fa-user-times"
@@ -276,12 +318,14 @@
                 "perform_runmerging": {
                     "type": "boolean",
                     "fa_icon": "fas fa-toggle-on",
-                    "description": "Turn on run merging"
+                    "description": "Turn on run merging",
+                    "help_text": "Turns on the concatenation of sequencing runs or libraries with the same sample name.\n\nThis can be useful to ensure you get a single profile per sample, rather than one profile per run or library. Note that in some cases comparing profiles of independent _libraries_ maybe useful, so this parameter may not always be suitable.  "
                 },
                 "save_runmerged_reads": {
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
-                    "description": "Save run-concatenated input FASTQ files for each sample"
+                    "description": "Save run-concatenated input FASTQ files for each sample",
+                    "help_text": "Save the run- and library-concatenated reads of a given sample in FASTQ format."
                 }
             },
             "fa_icon": "fas fa-clipboard-check"
@@ -310,7 +354,15 @@
                 "diamond_output_format": {
                     "type": "string",
                     "default": "tsv",
-                    "enum": ["blast", "xml", "txt", "daa", "sam", "tsv", "paf"],
+                    "enum": [
+                        "blast",
+                        "xml",
+                        "txt",
+                        "daa",
+                        "sam",
+                        "tsv",
+                        "paf"
+                    ],
                     "fa_icon": "fas fa-file",
                     "description": "Specify output format from DIAMOND profiling."
                 },
@@ -327,7 +379,14 @@
                 "kaiju_taxon_rank": {
                     "type": "string",
                     "default": "species",
-                    "enum": ["phylum", "class", "order", "family", "genus", "species"],
+                    "enum": [
+                        "phylum",
+                        "class",
+                        "order",
+                        "family",
+                        "genus",
+                        "species"
+                    ],
                     "fa_icon": "fas fa-tag",
                     "description": "Specify taxonomic rank to be displayed in Kaiju taxon table"
                 },
@@ -512,7 +571,14 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
+                    "enum": [
+                        "symlink",
+                        "rellink",
+                        "link",
+                        "copy",
+                        "copyNoFollow",
+                        "move"
+                    ],
                     "hidden": true
                 },
                 "email_on_fail": {

From acd0570b4a640e03b74297eb2e837f052074a8c2 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 31 Aug 2022 07:56:39 +0200
Subject: [PATCH 318/372] Finalise first pass of nextflow json documentation

---
 nextflow_schema.json | 89 ++++++++++++++++----------------------------
 1 file changed, 33 insertions(+), 56 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index 33ebb36..c79d320 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,11 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [
-                "input",
-                "databases",
-                "outdir"
-            ],
+            "required": ["input", "databases", "outdir"],
             "properties": {
                 "input": {
                     "type": "string",
@@ -84,10 +80,7 @@
                 "shortread_qc_tool": {
                     "type": "string",
                     "default": "fastp",
-                    "enum": [
-                        "fastp",
-                        "adapterremoval"
-                    ],
+                    "enum": ["fastp", "adapterremoval"],
                     "fa_icon": "fas fa-tools",
                     "description": "Specify which tool to use for short-read QC"
                 },
@@ -140,11 +133,7 @@
                 "shortread_complexityfilter_tool": {
                     "type": "string",
                     "default": "bbduk",
-                    "enum": [
-                        "bbduk",
-                        "prinseqplusplus",
-                        "fastp"
-                    ],
+                    "enum": ["bbduk", "prinseqplusplus", "fastp"],
                     "fa_icon": "fas fa-hammer",
                     "description": "Specify which tool to use for complexity filtering"
                 },
@@ -178,10 +167,7 @@
                 "shortread_complexityfilter_prinseqplusplus_mode": {
                     "type": "string",
                     "default": "entropy",
-                    "enum": [
-                        "entropy",
-                        "dust"
-                    ],
+                    "enum": ["entropy", "dust"],
                     "fa_icon": "fas fa-check-square",
                     "description": "Specify the complexity filter mode for PRINSEQ++"
                 },
@@ -344,7 +330,8 @@
                 "centrifuge_save_reads": {
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
-                    "description": "Turn on saving of Centrifuge-aligned reads"
+                    "description": "Turn on saving of Centrifuge-aligned reads",
+                    "help_text": "Save mapped (SAM, FASTQ) and unmapped (FASTQ) reads from alignment step of centrifuge in your output results directory.\n\n> Modifies  tool parameter(s):\n> centrifuge: `--un-gz`, `--al-gz`, `--un-conc-gz`, `--al-conc-gz`, `--out-fmt`"
                 },
                 "run_diamond": {
                     "type": "boolean",
@@ -354,22 +341,16 @@
                 "diamond_output_format": {
                     "type": "string",
                     "default": "tsv",
-                    "enum": [
-                        "blast",
-                        "xml",
-                        "txt",
-                        "daa",
-                        "sam",
-                        "tsv",
-                        "paf"
-                    ],
+                    "enum": ["blast", "xml", "txt", "daa", "sam", "tsv", "paf"],
                     "fa_icon": "fas fa-file",
-                    "description": "Specify output format from DIAMOND profiling."
+                    "description": "Specify output format from DIAMOND profiling.",
+                    "help_text": "DIAMOND can produce output in a number of different formats, you can specify here which to produce.\n\nNote that DIAMOND can only produce one format at a time, and depending on which you pick, some downstream steps may not be executed. For example, selecting `daa` or `sam` will mean you will not get a tabular taxonomic profile as with the other tools.\n\n> Modifies tool parameter(s):\n> - diamond blastx: `--outfmt`"
                 },
                 "diamond_save_reads": {
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
-                    "description": "Turn on saving of DIAMOND-aligned reads. Will override --diamond_output_format and no taxon tables will be generated"
+                    "description": "Turn on saving of DIAMOND-aligned reads. Will override --diamond_output_format and no taxon tables will be generated",
+                    "help_text": "Save aligned reads in SAM format from alignment step of DIAMOND in your output results directory.\n\nNote this explicitly overrides `--diamond_output_format` to produce the SAM file, and no taxon table will be generated.\n\n> Modifies tool parameter(s):\n> - DIAMOND: `--outfmt`"
                 },
                 "run_kaiju": {
                     "type": "boolean",
@@ -379,16 +360,10 @@
                 "kaiju_taxon_rank": {
                     "type": "string",
                     "default": "species",
-                    "enum": [
-                        "phylum",
-                        "class",
-                        "order",
-                        "family",
-                        "genus",
-                        "species"
-                    ],
+                    "enum": ["phylum", "class", "order", "family", "genus", "species"],
                     "fa_icon": "fas fa-tag",
-                    "description": "Specify taxonomic rank to be displayed in Kaiju taxon table"
+                    "description": "Specify taxonomic rank to be displayed in Kaiju taxon table",
+                    "help_text": "Specify the taxonomic level(s) to be displayed in the resulting Kaiju taxon table, as generated by the kaiju2table helper tool.\n\nThis can be either a single level (e.g. `species`), or a comma separated list to display the full taxonomic path (e.g. `-l superkingdom,phylum,class,order,family,genus,species.`).\n\n> Modifies tool parameter(s):\n> - kaiju2table: `-l`"
                 },
                 "run_kraken2": {
                     "type": "boolean",
@@ -398,12 +373,14 @@
                 "kraken2_save_reads": {
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
-                    "description": "Turn on saving of Kraken2-aligned reads"
+                    "description": "Turn on saving of Kraken2-aligned reads",
+                    "help_text": "Save reads that do and do not have a taxonomic classification in your output results directory in FASTQ format.\n\n> Modifies tool parameter(s):\n> - kraken2: `--classified-out` and `--unclassified-out`"
                 },
                 "kraken2_save_readclassification": {
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
-                    "description": "Turn on saving of Kraken2 per-read taxonomic assignment file"
+                    "description": "Turn on saving of Kraken2 per-read taxonomic assignment file",
+                    "help_text": "Save a text file that contains a list of each read that had a taxonomic assignment, with information on specific taxonomic taxonomic assignment that that read recieved.\n\n> Modifies tool parameter(s):\n> - kraken2: `--output`"
                 },
                 "run_malt": {
                     "type": "boolean",
@@ -414,17 +391,20 @@
                     "type": "string",
                     "default": "BlastN",
                     "fa_icon": "fas fa-check-square",
-                    "description": "Specify which MALT alignment mode to use"
+                    "description": "Specify which MALT alignment mode to use",
+                    "help_text": "Specify which version of MALT alignment to use.\n\nBlastN is generally recommended (nucleotide-nucleotide alignment), but particularly for very short reads (such as aDNA), whereas BlastX mode is similar to DIAMOND and will translate the nucleotide to amino acid sequences. Note each type of alignment mode requires different parameters during database construction. Refer to the MALT manual for more information.\n\n> Modifies tool parameter(s):\n> - malt-run: `-mode` "
                 },
                 "malt_save_reads": {
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
-                    "description": "Turn on saving of MALT-aligned reads"
+                    "description": "Turn on saving of MALT-aligned reads",
+                    "help_text": "Turns on saving of MALT aligned reads in SAM format.\n\nRequires `-a` to be specified in your database arguments (see `--databases`).\n\nNote the SAM format produce by MALT is not completely valid, and may not work with downstream tools."
                 },
                 "malt_generate_megansummary": {
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
-                    "description": "Turn on generation of MEGAN summary file from MALT results"
+                    "description": "Turn on generation of MEGAN summary file from MALT results",
+                    "help_text": "Turns on saving of MALT output in an additional MEGAN summary file (`.megan`) that can be loaded into the MEGAN metagenomic exploration tool.\n\nNote this file is generated not directly from MALT but rather then MEGAN utility script `rma2info`.\n\n> Modifies tool parameter(s):\n> - rma2info: `-es`"
                 },
                 "run_metaphlan3": {
                     "type": "boolean",
@@ -448,23 +428,27 @@
                 "run_profile_standardisation": {
                     "type": "boolean",
                     "fa_icon": "fas fa-toggle-on",
-                    "description": "Turn on standardisation of taxon tables across profilers"
+                    "description": "Turn on standardisation of taxon tables across profilers",
+                    "help_text": "Turns on standardisation of output OTU tables across all tools, each into a TSV format following the following scheme:\n\n|TAXON   | SAMPLE_A | SAMPLE_B |\n|-------------|----------------|-----------------|\n| taxon_a | 32               | 123             |\n| taxon_b | 1                 | 5                 |\n\nThis currently only is generated for mOTUs."
                 },
                 "generate_biom_output": {
                     "type": "boolean",
                     "fa_icon": "fas fa-toggle-on",
-                    "description": "Turn on generation of BIOM output (currently only applies to mOTUs)"
+                    "description": "Turn on generation of BIOM output (currently only applies to mOTUs)",
+                    "help_text": "Turn on the saving of the taxonomic output in BIOM format (`.biom`) in the results directory of your pipeline run, instead of the default TSV format.\n\nNote this file is from the output of the `motus merge` command.\n\n> Modifies tool parameter(s):\n> - `-B -o`"
                 },
                 "run_krona": {
                     "type": "boolean",
                     "fa_icon": "fas fa-toggle-on",
-                    "description": "Turn on generation of Krona plots for supported profilers"
+                    "description": "Turn on generation of Krona plots for supported profilers",
+                    "help_text": "Turn on the generation of Krona interactive pie-chart HTMLs for a selection of profilers.\n\nThe tools currently supported are:\n\n- centrifuge\n- kraken2\n- kaiju\n- MALT"
                 },
                 "krona_taxonomy_directory": {
                     "type": "string",
                     "default": "None",
                     "fa_icon": "fas fa-folder-open",
-                    "description": "Specify path to krona taxonomy directories (required for MALT krona plots)"
+                    "description": "Specify path to krona taxonomy directories (required for MALT krona plots)",
+                    "help_text": "Specify a path to a Krona taxonomy database directory (i.e. a directory containing a krona generated `.tab` file).\n\nThis is only required for generating Krona plots of MALT output.\n\nNote this taxonomy database must be downloaded and generated with the `updateTaxonomy.sh` script from the krona-tools package."
                 }
             },
             "fa_icon": "fas fa-chart-line"
@@ -571,14 +555,7 @@
                     "description": "Method used to save pipeline results to output directory.",
                     "help_text": "The Nextflow `publishDir` option specifies which intermediate files should be saved to the output directory. This option tells the pipeline what method should be used to move these files. See [Nextflow docs](https://www.nextflow.io/docs/latest/process.html#publishdir) for details.",
                     "fa_icon": "fas fa-copy",
-                    "enum": [
-                        "symlink",
-                        "rellink",
-                        "link",
-                        "copy",
-                        "copyNoFollow",
-                        "move"
-                    ],
+                    "enum": ["symlink", "rellink", "link", "copy", "copyNoFollow", "move"],
                     "hidden": true
                 },
                 "email_on_fail": {

From 806208c4b15cca96d54a215e1a6e51cde7f38103 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 31 Aug 2022 08:30:26 +0200
Subject: [PATCH 319/372] Final tweaks to schema, and add a couple of notes for
 dev guidance on where their various `--save_reads` parameters are injected

---
 nextflow.config      | 12 ++++++------
 nextflow_schema.json | 34 +++++++++++++++++-----------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/nextflow.config b/nextflow.config
index e82cf9a..06c3875 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -103,16 +103,16 @@ params {
     run_malt                   = false
     malt_mode                  = 'BlastN'
     malt_generate_megansummary = false
-    malt_save_reads            = false
+    malt_save_reads            = false // added via map + database args extension in profiling.nf
 
     // kraken2
     run_kraken2                     = false
-    kraken2_save_reads              = false
-    kraken2_save_readclassification = false
+    kraken2_save_reads              = false // added directly to module in profiling.nf
+    kraken2_save_readclassification = false // added directly to module in profiling.nf
 
     // centrifuge
     run_centrifuge             = false
-    centrifuge_save_reads      = false
+    centrifuge_save_reads      = false // added directly to module in profiling.nf
 
     // metaphlan3
     run_metaphlan3             = false
@@ -124,7 +124,7 @@ params {
     // diamond
     run_diamond                = false
     diamond_output_format      = 'tsv'  // TSV is only format with taxonomic information apparently
-    diamond_save_reads         = false // this will override default diamond output format so no taxonomic profile is generated!
+    diamond_save_reads         = false // this will override default diamond output format so no taxonomic profile is generated! added directly to module in profiling.nf
 
     // mOTUs
     run_motus                  = false
@@ -135,7 +135,7 @@ params {
 
     // profile standardisation
     run_profile_standardisation = false
-    generate_biom_output                 = false
+    generate_biom_output        = false
 }
 
 // Load base.config by default for all pipelines
diff --git a/nextflow_schema.json b/nextflow_schema.json
index c79d320..eb839ec 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -60,7 +60,7 @@
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
                     "description": "Save reads from adapter clipping/pair-merging, length filtering for both short and long reads",
-                    "help_text": "This saves the FASTQ output from the following tools:\n\n- fastp\n- AdapterRemoval\n- PoreChop\n- FiltLong\n\nThese reads will be a mixture of: adapter clipped, quality trimmed, pair-merged, and length filtered, depending on the parameters you set."
+                    "help_text": "This saves the FASTQ output from the following tools:\n\n- fastp\n- AdapterRemoval\n- Porechop\n- Filtlong\n\nThese reads will be a mixture of: adapter clipped, quality trimmed, pair-merged, and length filtered, depending on the parameters you set."
                 }
             },
             "fa_icon": "fas fa-users-cog"
@@ -95,14 +95,14 @@
                     "default": "None",
                     "fa_icon": "fas fa-grip-lines",
                     "description": "Specify adapter 1 nucleotide sequence",
-                    "help_text": "Specify a custom forward or R1 adapter sequence to be removed off of reads. \n\nIf not set, the selected short-read QC tool's defaults will be used.\n\n> Modifies tool parameter(s):\n> - fastp parameter `--adapter_sequence`. fastp default: `AGATCGGAAGAGCACACGTCTGAACTCCAGTCA`\n> - AdapterRemoval `--adapter1`. AdapteRemoval2 default: `AGATCGGAAGAGCACACGTCTGAACTCCAGTCACNNNNNNATCTCGTATGCCGTCTTCTGCTTG`"
+                    "help_text": "Specify a custom forward or R1 adapter sequence to be removed from reads. \n\nIf not set, the selected short-read QC tool's defaults will be used.\n\n> Modifies tool parameter(s):\n> - fastp: `--adapter_sequence`. fastp default: `AGATCGGAAGAGCACACGTCTGAACTCCAGTCA`\n> - AdapterRemoval: `--adapter1`. AdapteRemoval2 default: `AGATCGGAAGAGCACACGTCTGAACTCCAGTCACNNNNNNATCTCGTATGCCGTCTTCTGCTTG`"
                 },
                 "shortread_qc_adapter2": {
                     "type": "string",
                     "default": "None",
                     "fa_icon": "fas fa-grip-lines",
                     "description": "Specify adapter 2 nucleotide sequence",
-                    "help_text": "Specify a custom reverse or R2 adapter sequence to be removed off of reads. \n\nIf not set, the selected short-read QC tool's defaults will be used.\n\n> Modifies tool parameter(s):\n> - fastp parameter `--adapter_sequence`. fastp default: `AGATCGGAAGAGCGTCGTGTAGGGAAAGAGTGT`\n> - AdapterRemoval `--adapter1`. AdapteRemoval2 default: `AGATCGGAAGAGCGTCGTGTAGGGAAAGAGTGTAGATCTCGGTGGTCGCCGTATCATT`"
+                    "help_text": "Specify a custom reverse or R2 adapter sequence to be removed from reads. \n\nIf not set, the selected short-read QC tool's defaults will be used.\n\n> Modifies tool parameter(s):\n> - fastp: `--adapter_sequence`. fastp default: `AGATCGGAAGAGCGTCGTGTAGGGAAAGAGTGT`\n> - AdapterRemoval: `--adapter1`. AdapteRemoval2 default: `AGATCGGAAGAGCGTCGTGTAGGGAAAGAGTGTAGATCTCGGTGGTCGCCGTATCATT`"
                 },
                 "shortread_qc_mergepairs": {
                     "type": "boolean",
@@ -115,14 +115,14 @@
                     "type": "boolean",
                     "fa_icon": "far fa-times-circle",
                     "description": "Discard unmerged reads from paired-end merging",
-                    "help_text": "Turns off the inclusion of unmerged reads in resulting processing FASTQ file of paired-end sequencing data when using `fastp`.\n\nThis can be useful in cases where you prefer to have very short reads (e.g. aDNA), thus excluding longer-reads or possibly faulty reads where one of the pair was discarded.\n\n> Modifies tool parameter(s):\n> - fastp: `--include_unmerged`\n"
+                    "help_text": "Turns off the inclusion of unmerged reads in resulting processing FASTQ file of paired-end sequencing data when using `fastp`.\n\nThis can be useful in cases where you prefer to have very short reads (e.g. aDNA), thus excluding longer-reads or possibly faulty reads where one of the pair was discarded.\n\n> Modifies tool parameter(s):\n> - removed from reads `--include_unmerged`\n"
                 },
                 "shortread_qc_minlength": {
                     "type": "integer",
                     "default": 15,
                     "fa_icon": "fas fa-ruler-horizontal",
                     "description": "Specify the minimum length of reads to be retained",
-                    "help_text": "Specifying a mimum read length filtering can speed up profiling by reducing the number of short unspecific reads that need to be match/aligned to the database.\n\n> Modifies tool parameter(s):\n> - fastp: `--length_required`\n> - AdapterRemoval: `--minlength`"
+                    "help_text": "Specifying a mimum read length filtering can speed up profiling by reducing the number of short unspecific reads that need to be match/aligned to the database.\n\n> Modifies tool parameter(s):\n> - removed from reads `--length_required`\n> - AdapterRemoval: `--minlength`"
                 },
                 "perform_shortread_complexityfilter": {
                     "type": "boolean",
@@ -155,14 +155,14 @@
                     "type": "boolean",
                     "fa_icon": "fas fa-mask",
                     "description": "Turn on masking rather than discarding of low complexity reads for BBduk",
-                    "help_text": "Turn on masking of low-complexity reads (i.e., replacement with `N`) rather than removal.\n\n> Modfies:\n> - BBDuk: `entropymask=`"
+                    "help_text": "Turn on masking of low-complexity reads (i.e., replacement with `N`) rather than removal.\n\n> Modifies tool parameter(s)\n> - BBDuk: `entropymask=`"
                 },
                 "shortread_complexityfilter_fastp_threshold": {
                     "type": "integer",
                     "default": 30,
                     "fa_icon": "fas fa-sort-numeric-down",
                     "description": "Specify the minimum complexity filter threshold of fastp",
-                    "help_text": "Specify the minimum sequence complexity value for fastp. This value corresponds to the percentage of bases that is different from it's adjacent bases.\n\n> Modifies tool parameter(s):\n> - fastp: `--complexity_threshold`"
+                    "help_text": "Specify the minimum sequence complexity value for fastp. This value corresponds to the percentage of bases that is different from it's adjacent bases.\n\n> Modifies tool parameter(s):\n> - removed from reads `--complexity_threshold`"
                 },
                 "shortread_complexityfilter_prinseqplusplus_mode": {
                     "type": "string",
@@ -258,14 +258,14 @@
                     "default": "None",
                     "fa_icon": "fas fa-file-alt",
                     "description": "Specify path to single reference FASTA of host(s) genome(s)",
-                    "help_text": "Specify a path to the FASTA file of the reference genome of the organism to be removed.\n\nIf you have two or more host organisms or contaminants you wish to remove, you can concatenate the FASTAs of the different taxa into a single one to provide to the pipeline."
+                    "help_text": "Specify a path to the FASTA file (optionally gzipped) of the reference genome of the organism to be removed.\n\nIf you have two or more host organisms or contaminants you wish to remove, you can concatenate the FASTAs of the different taxa into a single one to provide to the pipeline."
                 },
                 "shortread_hostremoval_index": {
                     "type": "string",
                     "default": "None",
                     "fa_icon": "fas fa-address-book",
                     "description": "Specify path to the directory containing pre-made BowTie2 indexes of the host removal reference",
-                    "help_text": "Specify the path to a _directory_ containing pre-made Bowtie2 reference index files (i.e. the directory containing `.bt1`, `.bt2` files etc.). These should sit in the same directory alongside the the reference file specified in `--hostremoval_reference` .\n\nSpecifying premade indices can speed up runtime of the host-removal step, however if not supplied the pipeline will generate the indices for you"
+                    "help_text": "Specify the path to a _directory_ containing pre-made Bowtie2 reference index files (i.e. the directory containing `.bt1`, `.bt2` files etc.). These should sit in the same directory alongside the the reference file specified in `--hostremoval_reference`.\n\nSpecifying premade indices can speed up runtime of the host-removal step, however if not supplied the pipeline will generate the indices for you."
                 },
                 "longread_hostremoval_index": {
                     "type": "string",
@@ -278,7 +278,7 @@
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
                     "description": "Save mapping index of input reference when not already supplied by user",
-                    "help_text": "Save the output files of the in-built indexing of the host genome.\n\nThis is recommend to be turned of if you plan to use the same reference genome multiple times, as supplying the directory or file to `--shortread_hostremoval_index` or `--longread_hostremoval_index` respectively can speed up runtime of future runs. Once generated, we recommend you place this file _outside_ of your run results directory in a central 'cache' directory you and others using your machine can access and supply to the pipeline."
+                    "help_text": "Save the output files of the in-built indexing of the host genome.\n\nThis is recommend to be turned on if you plan to use the same reference genome multiple times, as supplying the directory or file to `--shortread_hostremoval_index` or `--longread_hostremoval_index` respectively can speed up runtime of future runs. Once generated, we recommend you place this file _outside_ of your run results directory in a central 'cache' directory you and others using your machine can access and supply to the pipeline."
                 },
                 "save_hostremoval_mapped": {
                     "type": "boolean",
@@ -305,7 +305,7 @@
                     "type": "boolean",
                     "fa_icon": "fas fa-toggle-on",
                     "description": "Turn on run merging",
-                    "help_text": "Turns on the concatenation of sequencing runs or libraries with the same sample name.\n\nThis can be useful to ensure you get a single profile per sample, rather than one profile per run or library. Note that in some cases comparing profiles of independent _libraries_ maybe useful, so this parameter may not always be suitable.  "
+                    "help_text": "Turns on the concatenation of sequencing runs or libraries with the same sample name.\n\nThis can be useful to ensure you get a single profile per sample, rather than one profile per run or library. Note that in some cases comparing profiles of independent _libraries_ may be useful, so this parameter may not always be suitable.  "
                 },
                 "save_runmerged_reads": {
                     "type": "boolean",
@@ -331,7 +331,7 @@
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
                     "description": "Turn on saving of Centrifuge-aligned reads",
-                    "help_text": "Save mapped (SAM, FASTQ) and unmapped (FASTQ) reads from alignment step of centrifuge in your output results directory.\n\n> Modifies  tool parameter(s):\n> centrifuge: `--un-gz`, `--al-gz`, `--un-conc-gz`, `--al-conc-gz`, `--out-fmt`"
+                    "help_text": "Save mapped (SAM, FASTQ) and unmapped (FASTQ) reads from alignment step of centrifuge in your output results directory.\n\n> Modifies tool parameter(s):\n> - centrifuge: `--un-gz`, `--al-gz`, `--un-conc-gz`, `--al-conc-gz`, `--out-fmt`"
                 },
                 "run_diamond": {
                     "type": "boolean",
@@ -344,7 +344,7 @@
                     "enum": ["blast", "xml", "txt", "daa", "sam", "tsv", "paf"],
                     "fa_icon": "fas fa-file",
                     "description": "Specify output format from DIAMOND profiling.",
-                    "help_text": "DIAMOND can produce output in a number of different formats, you can specify here which to produce.\n\nNote that DIAMOND can only produce one format at a time, and depending on which you pick, some downstream steps may not be executed. For example, selecting `daa` or `sam` will mean you will not get a tabular taxonomic profile as with the other tools.\n\n> Modifies tool parameter(s):\n> - diamond blastx: `--outfmt`"
+                    "help_text": "DIAMOND can produce output in a number of different formats, you can specify here which to produce.\n\nNote that DIAMOND can only produce one format at a time, and depending on which you pick, some downstream steps may not be executed. For example, selecting `daa` or `sam` will mean you will not get a tabular taxonomic profile as with the other tools.\n\nWill be overriden by `--diamond_save_reads.`\n\n> Modifies tool parameter(s):\n> - diamond blastx: `--outfmt`"
                 },
                 "diamond_save_reads": {
                     "type": "boolean",
@@ -363,7 +363,7 @@
                     "enum": ["phylum", "class", "order", "family", "genus", "species"],
                     "fa_icon": "fas fa-tag",
                     "description": "Specify taxonomic rank to be displayed in Kaiju taxon table",
-                    "help_text": "Specify the taxonomic level(s) to be displayed in the resulting Kaiju taxon table, as generated by the kaiju2table helper tool.\n\nThis can be either a single level (e.g. `species`), or a comma separated list to display the full taxonomic path (e.g. `-l superkingdom,phylum,class,order,family,genus,species.`).\n\n> Modifies tool parameter(s):\n> - kaiju2table: `-l`"
+                    "help_text": "Specify the taxonomic level(s) to be displayed in the resulting Kaiju taxon table, as generated by the kaiju2table helper tool.\n\nThis can be either a single level (e.g. `species`), or a comma separated list to display the full taxonomic path (e.g. `superkingdom,phylum,class,order,family,genus,species.`).\n\n> Modifies tool parameter(s):\n> - kaiju2table: `-l`"
                 },
                 "run_kraken2": {
                     "type": "boolean",
@@ -398,13 +398,13 @@
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
                     "description": "Turn on saving of MALT-aligned reads",
-                    "help_text": "Turns on saving of MALT aligned reads in SAM format.\n\nRequires `-a` to be specified in your database arguments (see `--databases`).\n\nNote the SAM format produce by MALT is not completely valid, and may not work with downstream tools."
+                    "help_text": "Turns on saving of MALT aligned reads in SAM format.\n\nNote that the SAM format produce by MALT is not completely valid, and may not work with downstream tools.\n\n> Modifies tool parameter(s):\n> - malt-run: `--alignments`, `-za`"
                 },
                 "malt_generate_megansummary": {
                     "type": "boolean",
                     "fa_icon": "fas fa-save",
                     "description": "Turn on generation of MEGAN summary file from MALT results",
-                    "help_text": "Turns on saving of MALT output in an additional MEGAN summary file (`.megan`) that can be loaded into the MEGAN metagenomic exploration tool.\n\nNote this file is generated not directly from MALT but rather then MEGAN utility script `rma2info`.\n\n> Modifies tool parameter(s):\n> - rma2info: `-es`"
+                    "help_text": "Turns on saving of MALT output in an additional MEGAN summary file (`.megan`) that can be loaded into the MEGAN metagenomic exploration tool.\n\nNote: this file is generated not directly from MALT but rather then MEGAN utility script `rma2info`.\n\n> Modifies tool parameter(s):\n> - rma2info: `-es`"
                 },
                 "run_metaphlan3": {
                     "type": "boolean",
@@ -429,7 +429,7 @@
                     "type": "boolean",
                     "fa_icon": "fas fa-toggle-on",
                     "description": "Turn on standardisation of taxon tables across profilers",
-                    "help_text": "Turns on standardisation of output OTU tables across all tools, each into a TSV format following the following scheme:\n\n|TAXON   | SAMPLE_A | SAMPLE_B |\n|-------------|----------------|-----------------|\n| taxon_a | 32               | 123             |\n| taxon_b | 1                 | 5                 |\n\nThis currently only is generated for mOTUs."
+                    "help_text": "Turns on standardisation of output OTU tables across all tools; each into a TSV format following the following scheme:\n\n|TAXON   | SAMPLE_A | SAMPLE_B |\n|-------------|----------------|-----------------|\n| taxon_a | 32               | 123             |\n| taxon_b | 1                 | 5                 |\n\nThis currently only is generated for mOTUs."
                 },
                 "generate_biom_output": {
                     "type": "boolean",

From 0107330d92f9efaca0917359543e61604d20a766 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 31 Aug 2022 08:34:57 +0200
Subject: [PATCH 320/372] Clarify specifying output parameters in database
 db_params column

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

diff --git a/docs/usage.md b/docs/usage.md
index 1ee7bd0..15e060b 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -65,7 +65,7 @@ An [example samplesheet](../assets/samplesheet.csv) has been provided with the p
 
 nf-core/taxprofiler supports multiple databases being profiled in parallel for each tool.
 Databases can be supplied either in the form of a compressed `.tar.gz` archive of a directory containing all relevant database files or the path to a directory on the filesystem.
-The pipeline takes the locations and specific parameters of these databases as input via a four column comma-separated sheet.
+The pipeline takes the locations and specific profiling parameters of the tool of these databases as input via a four column comma-separated sheet.
 
 > ⚠️ nf-core/taxprofiler does not provide any databases by default, nor does it currently generate them for you. This must be performed manually by the user. See below for more information of the expected database files.
 
@@ -84,12 +84,12 @@ motus,db_mOTU,,/<path>/<to>/motus/motus_database/
 
 Column specifications are as follows:
 
-| Column      | Description                                                                                                                                                                                                                                             |
-| ----------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| `tool`      | Taxonomic profiling tool (supported by nf-core/taxprofiler) that the database has been indexed for [required].                                                                                                                                          |
-| `db_name`   | A unique name of the particular database [required].                                                                                                                                                                                                    |
-| `db_params` | Any parameters of the given taxonomic profiler that you wish to specify that the taxonomic profiling tool should use when profiling against this specific. Can be empty to use taxonomic profiler defaults Must not be surrounded by quotes [required]. |
-| `db_path`   | Path to the database. Can either be a path to a directory containing the database index files or a `.tar.gz` file which contains the compressed database directory with the same name as the tar archive, minus `.tar.gz` [required].                   |
+| Column      | Description                                                                                                                                                                                                                                                                                                                                                                                                                                                    |
+| ----------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| `tool`      | Taxonomic profiling tool (supported by nf-core/taxprofiler) that the database has been indexed for [required].                                                                                                                                                                                                                                                                                                                                                 |
+| `db_name`   | A unique name of the particular database [required].                                                                                                                                                                                                                                                                                                                                                                                                           |
+| `db_params` | Any parameters of the given taxonomic profiler that you wish to specify that the taxonomic profiling tool should use when profiling against this specific. Can be empty to use taxonomic profiler defaults. Must not be surrounded by quotes [required]. We generally do not recommend specifying parameters here that turn on/off saving of output files or specifying particular file extensions - this should be already addressed via pipeline parameters. |
+| `db_path`   | Path to the database. Can either be a path to a directory containing the database index files or a `.tar.gz` file which contains the compressed database directory with the same name as the tar archive, minus `.tar.gz` [required].                                                                                                                                                                                                                          |
 
 > 💡 You can also specify the same database directory/file twice (ensuring unique `db_name`s) and specify different parameters for each database to compare the effect of different parameters during profiling.
 

From 5274ac57af109125f0974463a23271cc142aef99 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 31 Aug 2022 09:24:24 +0200
Subject: [PATCH 321/372] Update .prettierignore

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

diff --git a/.prettierignore b/.prettierignore
index 2fd5fd6..a48d0d5 100644
--- a/.prettierignore
+++ b/.prettierignore
@@ -6,5 +6,5 @@ results/
 .DS_Store
 testing/
 testing*
-tests/
 *.pyc
+tests/

From 169c7437c8bdef0cc4d9414321a415951f93daff Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Thu, 1 Sep 2022 16:28:05 +0200
Subject: [PATCH 322/372] Left over from template merge

---
 .github/workflows/ci.yml | 11 +++--------
 1 file changed, 3 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 2641adb..fc50f82 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -70,14 +70,9 @@ jobs:
       NXF_ANSI_LOG: false
     strategy:
       matrix:
-        # Nextflow versions
-        include:
-          # Test pipeline minimum Nextflow version
-          - NXF_VER: "21.10.3"
-            NXF_EDGE: ""
-          # Test latest edge release of Nextflow
-          - NXF_VER: ""
-            NXF_EDGE: "1"
+        NXF_VER:
+          - "21.10.3"
+          - "latest-everything"
 
     steps:
       - name: Check out pipeline code

From 13e9957e143b3f6ae10bff397d8f29ac307d65ee Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 2 Sep 2022 06:03:05 +0000
Subject: [PATCH 323/372] Fixes process selector warning

---
 conf/modules.config                       |  4 ++--
 conf/test.config                          |  5 ++++-
 subworkflows/local/profiling.nf           | 26 +++++++++++------------
 subworkflows/local/visualization_krona.nf |  8 +++----
 4 files changed, 23 insertions(+), 20 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 43f7ebb..d4a2693 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -274,7 +274,7 @@ process {
         ]
     }
 
-    withName: 'NFCORE_TAXPROFILER:TAXPROFILER:PROFILING:MEGAN_RMA2INFO' {
+    withName: 'MEGAN_RMA2INFO_TSV' {
         ext.args = "-c2c Taxonomy"
         ext.prefix = { "${meta.id}" }
         publishDir = [
@@ -312,7 +312,7 @@ process {
         ]
     }
 
-    withName: 'NFCORE_TAXPROFILER:TAXPROFILER:VISUALIZATION_KRONA:MEGAN_RMA2INFO' {
+    withName: 'MEGAN_RMA2INFO_KRONA' {
         ext.args = { "--read2class Taxonomy" }
         ext.prefix = { "${meta.id}-${meta.db_name}" }
     }
diff --git a/conf/test.config b/conf/test.config
index dac0e81..a39a107 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -51,7 +51,10 @@ process {
     withName: MALT_RUN {
         maxForks = 1
     }
-    withName: MEGAN_RMA2INFO {
+    withName: MEGAN_RMA2INFO_TSV {
+        maxForks = 1
+    }
+    withName: MEGAN_RMA2INFO_KRONA {
         maxForks = 1
     }
 }
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 61aa394..17c96f1 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -2,16 +2,16 @@
 // Run profiling
 //
 
-include { MALT_RUN                    } from '../../modules/nf-core/modules/malt/run/main'
-include { MEGAN_RMA2INFO              } from '../../modules/nf-core/modules/megan/rma2info/main'
-include { KRAKEN2_KRAKEN2             } from '../../modules/nf-core/modules/kraken2/kraken2/main'
-include { CENTRIFUGE_CENTRIFUGE       } from '../../modules/nf-core/modules/centrifuge/centrifuge/main'
-include { CENTRIFUGE_KREPORT          } from '../../modules/nf-core/modules/centrifuge/kreport/main'
-include { METAPHLAN3                  } from '../../modules/nf-core/modules/metaphlan3/main'
-include { KAIJU_KAIJU                 } from '../../modules/nf-core/modules/kaiju/kaiju/main'
-include { KAIJU_KAIJU2TABLE           } from '../../modules/nf-core/modules/kaiju/kaiju2table/main'
-include { DIAMOND_BLASTX              } from '../../modules/nf-core/modules/diamond/blastx/main'
-include { MOTUS_PROFILE               } from '../../modules/nf-core/modules/motus/profile/main'
+include { MALT_RUN                              } from '../../modules/nf-core/modules/malt/run/main'
+include { MEGAN_RMA2INFO as MEGAN_RMA2INFO_TSV  } from '../../modules/nf-core/modules/megan/rma2info/main'
+include { KRAKEN2_KRAKEN2                       } from '../../modules/nf-core/modules/kraken2/kraken2/main'
+include { CENTRIFUGE_CENTRIFUGE                 } from '../../modules/nf-core/modules/centrifuge/centrifuge/main'
+include { CENTRIFUGE_KREPORT                    } from '../../modules/nf-core/modules/centrifuge/kreport/main'
+include { METAPHLAN3                            } from '../../modules/nf-core/modules/metaphlan3/main'
+include { KAIJU_KAIJU                           } from '../../modules/nf-core/modules/kaiju/kaiju/main'
+include { KAIJU_KAIJU2TABLE                     } from '../../modules/nf-core/modules/kaiju/kaiju2table/main'
+include { DIAMOND_BLASTX                        } from '../../modules/nf-core/modules/diamond/blastx/main'
+include { MOTUS_PROFILE                         } from '../../modules/nf-core/modules/motus/profile/main'
 
 workflow PROFILING {
     take:
@@ -109,11 +109,11 @@ workflow PROFILING {
                                         [ meta_new, rma ]
                                 }
 
-        MEGAN_RMA2INFO (ch_maltrun_for_megan, params.malt_generate_megansummary )
+        MEGAN_RMA2INFO_TSV (ch_maltrun_for_megan, params.malt_generate_megansummary )
         ch_multiqc_files       = ch_multiqc_files.mix( MALT_RUN.out.log )
-        ch_versions            = ch_versions.mix( MALT_RUN.out.versions.first(), MEGAN_RMA2INFO.out.versions.first() )
+        ch_versions            = ch_versions.mix( MALT_RUN.out.versions.first(), MEGAN_RMA2INFO_TSV.out.versions.first() )
         ch_raw_classifications = ch_raw_classifications.mix( ch_maltrun_for_megan )
-        ch_raw_profiles        = ch_raw_profiles.mix( MEGAN_RMA2INFO.out.txt )
+        ch_raw_profiles        = ch_raw_profiles.mix( MEGAN_RMA2INFO_TSV.out.txt )
 
     }
 
diff --git a/subworkflows/local/visualization_krona.nf b/subworkflows/local/visualization_krona.nf
index 397251f..86cbb71 100644
--- a/subworkflows/local/visualization_krona.nf
+++ b/subworkflows/local/visualization_krona.nf
@@ -2,7 +2,7 @@
 // Create Krona visualizations
 //
 
-include { MEGAN_RMA2INFO            } from '../../modules/nf-core/modules/megan/rma2info/main'
+include { MEGAN_RMA2INFO_KRONA      } from '../../modules/nf-core/modules/megan/rma2info/main'
 include { KAIJU_KAIJU2KRONA         } from '../../modules/nf-core/modules/kaiju/kaiju2krona/main'
 include { KRAKENTOOLS_KREPORT2KRONA } from '../../modules/nf-core/modules/krakentools/kreport2krona/main'
 include { KRONA_CLEANUP             } from '../../modules/local/krona_cleanup'
@@ -87,15 +87,15 @@ workflow VISUALIZATION_KRONA {
         Convert MALT/MEGAN RMA2INFO files into html Krona visualisations
     */
     if ( params.krona_taxonomy_directory ) {
-        MEGAN_RMA2INFO ( ch_input_classifications.malt, false )
-        GUNZIP ( MEGAN_RMA2INFO.out.txt )
+        MEGAN_RMA2INFO_KRONA ( ch_input_classifications.malt, false )
+        GUNZIP ( MEGAN_RMA2INFO_KRONA.out.txt )
         ch_krona_taxonomy_for_input = GUNZIP.out.gunzip
             .map{[[id: it[0]['db_name'], tool: it[0]['tool']], it[1]]}
             .groupTuple()
 
         KRONA_KTIMPORTTAXONOMY ( ch_krona_taxonomy_for_input, file(params.krona_taxonomy_directory, checkExists: true) )
         ch_krona_html.mix( KRONA_KTIMPORTTAXONOMY.out.html )
-        ch_versions = ch_versions.mix( MEGAN_RMA2INFO.out.versions.first() )
+        ch_versions = ch_versions.mix( MEGAN_RMA2INFO_KRONA.out.versions.first() )
         ch_versions = ch_versions.mix( KRONA_KTIMPORTTAXONOMY.out.versions.first() )
     }
 

From e64b3f85a4caabc47d34435b4a3cc814581bf45d Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 2 Sep 2022 06:07:33 +0000
Subject: [PATCH 324/372] Fix final linting problems for template merge

---
 bin/check_samplesheet.py |  20 ++--
 modules.json             | 232 ++++++++++++++++++++++-----------------
 2 files changed, 142 insertions(+), 110 deletions(-)

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index 7db3934..ca54ed9 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -6,10 +6,9 @@ import sys
 import errno
 import argparse
 
+
 def parse_args(args=None):
-    Description = (
-        "Reformat nf-core/taxprofiler samplesheet file and check its contents."
-    )
+    Description = "Reformat nf-core/taxprofiler samplesheet file and check its contents."
 
     Epilog = "Example usage: python check_samplesheet.py <FILE_IN> <FILE_OUT>"
 
@@ -18,6 +17,7 @@ def parse_args(args=None):
     parser.add_argument("FILE_OUT", help="Output file.")
     return parser.parse_args(args)
 
+
 def make_dir(path):
     if len(path) > 0:
         try:
@@ -26,6 +26,7 @@ def make_dir(path):
             if exception.errno != errno.EEXIST:
                 raise exception
 
+
 def print_error(error, context="Line", context_str=""):
     error_str = "ERROR: Please check samplesheet -> {}".format(error)
     if context != "" and context_str != "":
@@ -35,6 +36,7 @@ def print_error(error, context="Line", context_str=""):
     print(error_str)
     sys.exit(1)
 
+
 def check_samplesheet(file_in, file_out):
     """
     This function checks that the samplesheet follows the following structure:
@@ -118,9 +120,7 @@ def check_samplesheet(file_in, file_out):
             num_cols = len([x for x in lspl if x])
             if num_cols < MIN_COLS:
                 print_error(
-                    "Invalid number of populated columns (minimum = {})!".format(
-                        MIN_COLS
-                    ),
+                    "Invalid number of populated columns (minimum = {})!".format(MIN_COLS),
                     "Line",
                     line,
                 )
@@ -183,13 +183,9 @@ def check_samplesheet(file_in, file_out):
             ## Auto-detect paired-end/single-end
             if sample and fastq_1 and fastq_2:  ## Paired-end short reads
                 sample_info.extend(["0", fastq_1, fastq_2, fasta])
-            elif (
-                sample and fastq_1 and not fastq_2
-            ):  ## Single-end short/long fastq reads
+            elif sample and fastq_1 and not fastq_2:  ## Single-end short/long fastq reads
                 sample_info.extend(["1", fastq_1, fastq_2, fasta])
-            elif (
-                sample and fasta and not fastq_1 and not fastq_2
-            ):  ## Single-end long reads
+            elif sample and fasta and not fastq_1 and not fastq_2:  ## Single-end long reads
                 sample_info.extend(["1", fastq_1, fastq_2, fasta])
             elif fasta and (fastq_1 or fastq_2):
                 print_error(
diff --git a/modules.json b/modules.json
index 33c0c10..2d5bea6 100644
--- a/modules.json
+++ b/modules.json
@@ -3,104 +3,140 @@
     "homePage": "https://github.com/nf-core/taxprofiler",
     "repos": {
         "nf-core/modules": {
-            "adapterremoval": {
-                "git_sha": "879d42c5e28661fe0a5e744c9e2c515868f9e08a"
-            },
-            "bbmap/bbduk": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-            },
-            "bowtie2/align": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-            },
-            "bowtie2/build": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-            },
-            "cat/fastq": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-            },
-            "centrifuge/centrifuge": {
-                "git_sha": "d2726fcf75063960f06b36d2229a4c0966614108"
-            },
-            "centrifuge/kreport": {
-                "git_sha": "734d0db6079a4aa43b6509b207e5d6feb35d4838"
-            },
-            "custom/dumpsoftwareversions": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-            },
-            "diamond/blastx": {
-                "git_sha": "3531824af826c16cd252bc5aa82ae169b244ebaa"
-            },
-            "fastp": {
-                "git_sha": "d0a1cbb703a130c19f6796c3fce24fbe7dfce789"
-            },
-            "fastqc": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-            },
-            "filtlong": {
-                "git_sha": "957cb9b83668075f4af101fc99502908cca487e3"
-            },
-            "gunzip": {
-                "git_sha": "9aadd9a6d3f5964476582319b3a1c54a3e3fe7c9"
-            },
-            "kaiju/kaiju": {
-                "git_sha": "8856f127c58f6af479128be8b8df4d42e442ddbe"
-            },
-            "kaiju/kaiju2krona": {
-                "git_sha": "2f0b19240430de6807b1232e6d9d0e8084e8a28f"
-            },
-            "kaiju/kaiju2table": {
-                "git_sha": "538dbac98ba9c8f799536cd5a617195501439457"
-            },
-            "kraken2/kraken2": {
-                "git_sha": "abe025677cdd805cc93032341ab19885473c1a07"
-            },
-            "krakentools/kreport2krona": {
-                "git_sha": "8b2a473f586bed003e72d2b183acc43fc0ddc422"
-            },
-            "krona/ktimporttaxonomy": {
-                "git_sha": "0e9fd9370ad1845870b8a9c63fcc47d999a1739e"
-            },
-            "krona/ktimporttext": {
-                "git_sha": "cdefbec66999c0b49d8bfeea9d6f9d19056635a2"
-            },
-            "malt/run": {
-                "git_sha": "be8d7b3293cac26cc63e4dbfb364deb8ed6ec7e5"
-            },
-            "megan/rma2info": {
-                "git_sha": "2d38566eca4cc15142b2ffa7c11837569b39aece"
-            },
-            "metaphlan3": {
-                "git_sha": "ed4dd1a928ebf4308efb720de878045f7773f8e2"
-            },
-            "minimap2/align": {
-                "git_sha": "1a5a9e7b4009dcf34e6867dd1a5a1d9a718b027b"
-            },
-            "minimap2/index": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-            },
-            "motus/merge": {
-                "git_sha": "b02e648c221e1da17cb589eefe297e61ec9e9c49"
-            },
-            "motus/profile": {
-                "git_sha": "b6ed584443ad68ac41e6975994139454a4f23c18"
-            },
-            "multiqc": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-            },
-            "porechop": {
-                "git_sha": "b78e19b9dae3671db2c7d4346fe04452c1debfab"
-            },
-            "prinseqplusplus": {
-                "git_sha": "f1c5384c31e985591716afdd732cf8c2ae29d05b"
-            },
-            "samtools/bam2fq": {
-                "git_sha": "5510ea39fe638594bc26ac34cadf4a84bf27d159"
-            },
-            "samtools/view": {
-                "git_sha": "6b64f9cb6c3dd3577931cc3cd032d6fb730000ce"
-            },
-            "untar": {
-                "git_sha": "e080f4c8acf5760039ed12ec1f206170f3f9a918"
+            "git_url": "https://github.com/nf-core/modules.git",
+            "modules": {
+                "adapterremoval": {
+                    "branch": "master",
+                    "git_sha": "879d42c5e28661fe0a5e744c9e2c515868f9e08a"
+                },
+                "bbmap/bbduk": {
+                    "branch": "master",
+                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+                },
+                "bowtie2/align": {
+                    "branch": "master",
+                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+                },
+                "bowtie2/build": {
+                    "branch": "master",
+                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+                },
+                "cat/fastq": {
+                    "branch": "master",
+                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+                },
+                "centrifuge/centrifuge": {
+                    "branch": "master",
+                    "git_sha": "d2726fcf75063960f06b36d2229a4c0966614108"
+                },
+                "centrifuge/kreport": {
+                    "branch": "master",
+                    "git_sha": "734d0db6079a4aa43b6509b207e5d6feb35d4838"
+                },
+                "custom/dumpsoftwareversions": {
+                    "branch": "master",
+                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+                },
+                "diamond/blastx": {
+                    "branch": "master",
+                    "git_sha": "3531824af826c16cd252bc5aa82ae169b244ebaa"
+                },
+                "fastp": {
+                    "branch": "master",
+                    "git_sha": "d0a1cbb703a130c19f6796c3fce24fbe7dfce789"
+                },
+                "fastqc": {
+                    "branch": "master",
+                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+                },
+                "filtlong": {
+                    "branch": "master",
+                    "git_sha": "957cb9b83668075f4af101fc99502908cca487e3"
+                },
+                "gunzip": {
+                    "branch": "master",
+                    "git_sha": "9aadd9a6d3f5964476582319b3a1c54a3e3fe7c9"
+                },
+                "kaiju/kaiju": {
+                    "branch": "master",
+                    "git_sha": "8856f127c58f6af479128be8b8df4d42e442ddbe"
+                },
+                "kaiju/kaiju2krona": {
+                    "branch": "master",
+                    "git_sha": "2f0b19240430de6807b1232e6d9d0e8084e8a28f"
+                },
+                "kaiju/kaiju2table": {
+                    "branch": "master",
+                    "git_sha": "538dbac98ba9c8f799536cd5a617195501439457"
+                },
+                "kraken2/kraken2": {
+                    "branch": "master",
+                    "git_sha": "abe025677cdd805cc93032341ab19885473c1a07"
+                },
+                "krakentools/kreport2krona": {
+                    "branch": "master",
+                    "git_sha": "8b2a473f586bed003e72d2b183acc43fc0ddc422"
+                },
+                "krona/ktimporttaxonomy": {
+                    "branch": "master",
+                    "git_sha": "0e9fd9370ad1845870b8a9c63fcc47d999a1739e"
+                },
+                "krona/ktimporttext": {
+                    "branch": "master",
+                    "git_sha": "cdefbec66999c0b49d8bfeea9d6f9d19056635a2"
+                },
+                "malt/run": {
+                    "branch": "master",
+                    "git_sha": "be8d7b3293cac26cc63e4dbfb364deb8ed6ec7e5"
+                },
+                "megan/rma2info": {
+                    "branch": "master",
+                    "git_sha": "2d38566eca4cc15142b2ffa7c11837569b39aece"
+                },
+                "metaphlan3": {
+                    "branch": "master",
+                    "git_sha": "ed4dd1a928ebf4308efb720de878045f7773f8e2"
+                },
+                "minimap2/align": {
+                    "branch": "master",
+                    "git_sha": "1a5a9e7b4009dcf34e6867dd1a5a1d9a718b027b"
+                },
+                "minimap2/index": {
+                    "branch": "master",
+                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+                },
+                "motus/merge": {
+                    "branch": "master",
+                    "git_sha": "b02e648c221e1da17cb589eefe297e61ec9e9c49"
+                },
+                "motus/profile": {
+                    "branch": "master",
+                    "git_sha": "b6ed584443ad68ac41e6975994139454a4f23c18"
+                },
+                "multiqc": {
+                    "branch": "master",
+                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+                },
+                "porechop": {
+                    "branch": "master",
+                    "git_sha": "b78e19b9dae3671db2c7d4346fe04452c1debfab"
+                },
+                "prinseqplusplus": {
+                    "branch": "master",
+                    "git_sha": "f1c5384c31e985591716afdd732cf8c2ae29d05b"
+                },
+                "samtools/bam2fq": {
+                    "branch": "master",
+                    "git_sha": "5510ea39fe638594bc26ac34cadf4a84bf27d159"
+                },
+                "samtools/view": {
+                    "branch": "master",
+                    "git_sha": "6b64f9cb6c3dd3577931cc3cd032d6fb730000ce"
+                },
+                "untar": {
+                    "branch": "master",
+                    "git_sha": "e080f4c8acf5760039ed12ec1f206170f3f9a918"
+                }
             }
         }
     }

From 176a0a6280b03c63d90b9fdbf8b1843d28421aee Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 2 Sep 2022 10:06:20 +0200
Subject: [PATCH 325/372] Update ci.yml

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

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 2641adb..8268d52 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -23,14 +23,8 @@ jobs:
           - "21.10.3"
           - "latest-everything"
         parameters:
-          - "--perform_longread_qc false"
-          - "--perform_shortread_qc false"
-          - "--shortread_qc_tool fastp"
           - "--shortread_qc_tool fastp --shortread_qc_mergepairs --shortread_qc_excludeunmerged"
-          - "--shortread_qc_tool fastp --shortread_qc_mergepairs"
-          - "--shortread_qc_tool adapterremoval"
           - "--shortread_qc_tool adapterremoval --shortread_qc_mergepairs --shortread_qc_excludeunmerged"
-          - "--shortread_qc_tool adapterremoval --shortread_qc_mergepairs"
           - "--shortread_complexityfilter_tool bbduk"
           - "--shortread_complexityfilter_tool prinseqplusplus"
           - "--perform_runmerging"

From 61560cf065fae116cb74df26a838445bdd5bd575 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 2 Sep 2022 10:12:27 +0200
Subject: [PATCH 326/372] Update ci.yml

---
 .github/workflows/ci.yml | 22 ++++++----------------
 1 file changed, 6 insertions(+), 16 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 8268d52..434b494 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -64,28 +64,18 @@ jobs:
       NXF_ANSI_LOG: false
     strategy:
       matrix:
-        # Nextflow versions
-        include:
-          # Test pipeline minimum Nextflow version
-          - NXF_VER: "21.10.3"
-            NXF_EDGE: ""
-          # Test latest edge release of Nextflow
-          - NXF_VER: ""
-            NXF_EDGE: "1"
+        NXF_VER:
+          - "21.10.3"
+          - "latest-everything"
 
     steps:
       - name: Check out pipeline code
         uses: actions/checkout@v2
 
       - name: Install Nextflow
-        env:
-          NXF_VER: ${{ matrix.NXF_VER }}
-          # Uncomment only if the edge release is more recent than the latest stable release
-          # See https://github.com/nextflow-io/nextflow/issues/2467
-          # NXF_EDGE: ${{ matrix.NXF_EDGE }}
-        run: |
-          wget -qO- get.nextflow.io | bash
-          sudo mv nextflow /usr/local/bin/
+        uses: nf-core/setup-nextflow@v1
+        with:
+          version: "${{ matrix.NXF_VER }}"
 
       - name: Show current locale
         run: locale

From 8fe7f8bf4b034c81667a6b645c0e2c9978cd05de Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 2 Sep 2022 11:47:33 +0200
Subject: [PATCH 327/372] Revert "Fix final linting problems for template
 merge"

This reverts commit e64b3f85a4caabc47d34435b4a3cc814581bf45d.
---
 bin/check_samplesheet.py |  20 ++--
 modules.json             | 232 +++++++++++++++++----------------------
 2 files changed, 110 insertions(+), 142 deletions(-)

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index ca54ed9..7db3934 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -6,9 +6,10 @@ import sys
 import errno
 import argparse
 
-
 def parse_args(args=None):
-    Description = "Reformat nf-core/taxprofiler samplesheet file and check its contents."
+    Description = (
+        "Reformat nf-core/taxprofiler samplesheet file and check its contents."
+    )
 
     Epilog = "Example usage: python check_samplesheet.py <FILE_IN> <FILE_OUT>"
 
@@ -17,7 +18,6 @@ def parse_args(args=None):
     parser.add_argument("FILE_OUT", help="Output file.")
     return parser.parse_args(args)
 
-
 def make_dir(path):
     if len(path) > 0:
         try:
@@ -26,7 +26,6 @@ def make_dir(path):
             if exception.errno != errno.EEXIST:
                 raise exception
 
-
 def print_error(error, context="Line", context_str=""):
     error_str = "ERROR: Please check samplesheet -> {}".format(error)
     if context != "" and context_str != "":
@@ -36,7 +35,6 @@ def print_error(error, context="Line", context_str=""):
     print(error_str)
     sys.exit(1)
 
-
 def check_samplesheet(file_in, file_out):
     """
     This function checks that the samplesheet follows the following structure:
@@ -120,7 +118,9 @@ def check_samplesheet(file_in, file_out):
             num_cols = len([x for x in lspl if x])
             if num_cols < MIN_COLS:
                 print_error(
-                    "Invalid number of populated columns (minimum = {})!".format(MIN_COLS),
+                    "Invalid number of populated columns (minimum = {})!".format(
+                        MIN_COLS
+                    ),
                     "Line",
                     line,
                 )
@@ -183,9 +183,13 @@ def check_samplesheet(file_in, file_out):
             ## Auto-detect paired-end/single-end
             if sample and fastq_1 and fastq_2:  ## Paired-end short reads
                 sample_info.extend(["0", fastq_1, fastq_2, fasta])
-            elif sample and fastq_1 and not fastq_2:  ## Single-end short/long fastq reads
+            elif (
+                sample and fastq_1 and not fastq_2
+            ):  ## Single-end short/long fastq reads
                 sample_info.extend(["1", fastq_1, fastq_2, fasta])
-            elif sample and fasta and not fastq_1 and not fastq_2:  ## Single-end long reads
+            elif (
+                sample and fasta and not fastq_1 and not fastq_2
+            ):  ## Single-end long reads
                 sample_info.extend(["1", fastq_1, fastq_2, fasta])
             elif fasta and (fastq_1 or fastq_2):
                 print_error(
diff --git a/modules.json b/modules.json
index 2d5bea6..33c0c10 100644
--- a/modules.json
+++ b/modules.json
@@ -3,140 +3,104 @@
     "homePage": "https://github.com/nf-core/taxprofiler",
     "repos": {
         "nf-core/modules": {
-            "git_url": "https://github.com/nf-core/modules.git",
-            "modules": {
-                "adapterremoval": {
-                    "branch": "master",
-                    "git_sha": "879d42c5e28661fe0a5e744c9e2c515868f9e08a"
-                },
-                "bbmap/bbduk": {
-                    "branch": "master",
-                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-                },
-                "bowtie2/align": {
-                    "branch": "master",
-                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-                },
-                "bowtie2/build": {
-                    "branch": "master",
-                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-                },
-                "cat/fastq": {
-                    "branch": "master",
-                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-                },
-                "centrifuge/centrifuge": {
-                    "branch": "master",
-                    "git_sha": "d2726fcf75063960f06b36d2229a4c0966614108"
-                },
-                "centrifuge/kreport": {
-                    "branch": "master",
-                    "git_sha": "734d0db6079a4aa43b6509b207e5d6feb35d4838"
-                },
-                "custom/dumpsoftwareversions": {
-                    "branch": "master",
-                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-                },
-                "diamond/blastx": {
-                    "branch": "master",
-                    "git_sha": "3531824af826c16cd252bc5aa82ae169b244ebaa"
-                },
-                "fastp": {
-                    "branch": "master",
-                    "git_sha": "d0a1cbb703a130c19f6796c3fce24fbe7dfce789"
-                },
-                "fastqc": {
-                    "branch": "master",
-                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-                },
-                "filtlong": {
-                    "branch": "master",
-                    "git_sha": "957cb9b83668075f4af101fc99502908cca487e3"
-                },
-                "gunzip": {
-                    "branch": "master",
-                    "git_sha": "9aadd9a6d3f5964476582319b3a1c54a3e3fe7c9"
-                },
-                "kaiju/kaiju": {
-                    "branch": "master",
-                    "git_sha": "8856f127c58f6af479128be8b8df4d42e442ddbe"
-                },
-                "kaiju/kaiju2krona": {
-                    "branch": "master",
-                    "git_sha": "2f0b19240430de6807b1232e6d9d0e8084e8a28f"
-                },
-                "kaiju/kaiju2table": {
-                    "branch": "master",
-                    "git_sha": "538dbac98ba9c8f799536cd5a617195501439457"
-                },
-                "kraken2/kraken2": {
-                    "branch": "master",
-                    "git_sha": "abe025677cdd805cc93032341ab19885473c1a07"
-                },
-                "krakentools/kreport2krona": {
-                    "branch": "master",
-                    "git_sha": "8b2a473f586bed003e72d2b183acc43fc0ddc422"
-                },
-                "krona/ktimporttaxonomy": {
-                    "branch": "master",
-                    "git_sha": "0e9fd9370ad1845870b8a9c63fcc47d999a1739e"
-                },
-                "krona/ktimporttext": {
-                    "branch": "master",
-                    "git_sha": "cdefbec66999c0b49d8bfeea9d6f9d19056635a2"
-                },
-                "malt/run": {
-                    "branch": "master",
-                    "git_sha": "be8d7b3293cac26cc63e4dbfb364deb8ed6ec7e5"
-                },
-                "megan/rma2info": {
-                    "branch": "master",
-                    "git_sha": "2d38566eca4cc15142b2ffa7c11837569b39aece"
-                },
-                "metaphlan3": {
-                    "branch": "master",
-                    "git_sha": "ed4dd1a928ebf4308efb720de878045f7773f8e2"
-                },
-                "minimap2/align": {
-                    "branch": "master",
-                    "git_sha": "1a5a9e7b4009dcf34e6867dd1a5a1d9a718b027b"
-                },
-                "minimap2/index": {
-                    "branch": "master",
-                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-                },
-                "motus/merge": {
-                    "branch": "master",
-                    "git_sha": "b02e648c221e1da17cb589eefe297e61ec9e9c49"
-                },
-                "motus/profile": {
-                    "branch": "master",
-                    "git_sha": "b6ed584443ad68ac41e6975994139454a4f23c18"
-                },
-                "multiqc": {
-                    "branch": "master",
-                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-                },
-                "porechop": {
-                    "branch": "master",
-                    "git_sha": "b78e19b9dae3671db2c7d4346fe04452c1debfab"
-                },
-                "prinseqplusplus": {
-                    "branch": "master",
-                    "git_sha": "f1c5384c31e985591716afdd732cf8c2ae29d05b"
-                },
-                "samtools/bam2fq": {
-                    "branch": "master",
-                    "git_sha": "5510ea39fe638594bc26ac34cadf4a84bf27d159"
-                },
-                "samtools/view": {
-                    "branch": "master",
-                    "git_sha": "6b64f9cb6c3dd3577931cc3cd032d6fb730000ce"
-                },
-                "untar": {
-                    "branch": "master",
-                    "git_sha": "e080f4c8acf5760039ed12ec1f206170f3f9a918"
-                }
+            "adapterremoval": {
+                "git_sha": "879d42c5e28661fe0a5e744c9e2c515868f9e08a"
+            },
+            "bbmap/bbduk": {
+                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+            },
+            "bowtie2/align": {
+                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+            },
+            "bowtie2/build": {
+                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+            },
+            "cat/fastq": {
+                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+            },
+            "centrifuge/centrifuge": {
+                "git_sha": "d2726fcf75063960f06b36d2229a4c0966614108"
+            },
+            "centrifuge/kreport": {
+                "git_sha": "734d0db6079a4aa43b6509b207e5d6feb35d4838"
+            },
+            "custom/dumpsoftwareversions": {
+                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+            },
+            "diamond/blastx": {
+                "git_sha": "3531824af826c16cd252bc5aa82ae169b244ebaa"
+            },
+            "fastp": {
+                "git_sha": "d0a1cbb703a130c19f6796c3fce24fbe7dfce789"
+            },
+            "fastqc": {
+                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+            },
+            "filtlong": {
+                "git_sha": "957cb9b83668075f4af101fc99502908cca487e3"
+            },
+            "gunzip": {
+                "git_sha": "9aadd9a6d3f5964476582319b3a1c54a3e3fe7c9"
+            },
+            "kaiju/kaiju": {
+                "git_sha": "8856f127c58f6af479128be8b8df4d42e442ddbe"
+            },
+            "kaiju/kaiju2krona": {
+                "git_sha": "2f0b19240430de6807b1232e6d9d0e8084e8a28f"
+            },
+            "kaiju/kaiju2table": {
+                "git_sha": "538dbac98ba9c8f799536cd5a617195501439457"
+            },
+            "kraken2/kraken2": {
+                "git_sha": "abe025677cdd805cc93032341ab19885473c1a07"
+            },
+            "krakentools/kreport2krona": {
+                "git_sha": "8b2a473f586bed003e72d2b183acc43fc0ddc422"
+            },
+            "krona/ktimporttaxonomy": {
+                "git_sha": "0e9fd9370ad1845870b8a9c63fcc47d999a1739e"
+            },
+            "krona/ktimporttext": {
+                "git_sha": "cdefbec66999c0b49d8bfeea9d6f9d19056635a2"
+            },
+            "malt/run": {
+                "git_sha": "be8d7b3293cac26cc63e4dbfb364deb8ed6ec7e5"
+            },
+            "megan/rma2info": {
+                "git_sha": "2d38566eca4cc15142b2ffa7c11837569b39aece"
+            },
+            "metaphlan3": {
+                "git_sha": "ed4dd1a928ebf4308efb720de878045f7773f8e2"
+            },
+            "minimap2/align": {
+                "git_sha": "1a5a9e7b4009dcf34e6867dd1a5a1d9a718b027b"
+            },
+            "minimap2/index": {
+                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+            },
+            "motus/merge": {
+                "git_sha": "b02e648c221e1da17cb589eefe297e61ec9e9c49"
+            },
+            "motus/profile": {
+                "git_sha": "b6ed584443ad68ac41e6975994139454a4f23c18"
+            },
+            "multiqc": {
+                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+            },
+            "porechop": {
+                "git_sha": "b78e19b9dae3671db2c7d4346fe04452c1debfab"
+            },
+            "prinseqplusplus": {
+                "git_sha": "f1c5384c31e985591716afdd732cf8c2ae29d05b"
+            },
+            "samtools/bam2fq": {
+                "git_sha": "5510ea39fe638594bc26ac34cadf4a84bf27d159"
+            },
+            "samtools/view": {
+                "git_sha": "6b64f9cb6c3dd3577931cc3cd032d6fb730000ce"
+            },
+            "untar": {
+                "git_sha": "e080f4c8acf5760039ed12ec1f206170f3f9a918"
             }
         }
     }

From c479714a5e99def23807a01f52f0f9490e82ece3 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 2 Sep 2022 11:48:49 +0200
Subject: [PATCH 328/372] Revert "Update ci.yml"

This reverts commit 61560cf065fae116cb74df26a838445bdd5bd575.
---
 .github/workflows/ci.yml | 22 ++++++++++++++++------
 1 file changed, 16 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 434b494..8268d52 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -64,18 +64,28 @@ jobs:
       NXF_ANSI_LOG: false
     strategy:
       matrix:
-        NXF_VER:
-          - "21.10.3"
-          - "latest-everything"
+        # Nextflow versions
+        include:
+          # Test pipeline minimum Nextflow version
+          - NXF_VER: "21.10.3"
+            NXF_EDGE: ""
+          # Test latest edge release of Nextflow
+          - NXF_VER: ""
+            NXF_EDGE: "1"
 
     steps:
       - name: Check out pipeline code
         uses: actions/checkout@v2
 
       - name: Install Nextflow
-        uses: nf-core/setup-nextflow@v1
-        with:
-          version: "${{ matrix.NXF_VER }}"
+        env:
+          NXF_VER: ${{ matrix.NXF_VER }}
+          # Uncomment only if the edge release is more recent than the latest stable release
+          # See https://github.com/nextflow-io/nextflow/issues/2467
+          # NXF_EDGE: ${{ matrix.NXF_EDGE }}
+        run: |
+          wget -qO- get.nextflow.io | bash
+          sudo mv nextflow /usr/local/bin/
 
       - name: Show current locale
         run: locale

From 55d7919fa7befebebb673bdaf3352e842be44a73 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 2 Sep 2022 11:48:57 +0200
Subject: [PATCH 329/372] Revert "Update ci.yml"

This reverts commit 176a0a6280b03c63d90b9fdbf8b1843d28421aee.
---
 .github/workflows/ci.yml | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 8268d52..2641adb 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -23,8 +23,14 @@ jobs:
           - "21.10.3"
           - "latest-everything"
         parameters:
+          - "--perform_longread_qc false"
+          - "--perform_shortread_qc false"
+          - "--shortread_qc_tool fastp"
           - "--shortread_qc_tool fastp --shortread_qc_mergepairs --shortread_qc_excludeunmerged"
+          - "--shortread_qc_tool fastp --shortread_qc_mergepairs"
+          - "--shortread_qc_tool adapterremoval"
           - "--shortread_qc_tool adapterremoval --shortread_qc_mergepairs --shortread_qc_excludeunmerged"
+          - "--shortread_qc_tool adapterremoval --shortread_qc_mergepairs"
           - "--shortread_complexityfilter_tool bbduk"
           - "--shortread_complexityfilter_tool prinseqplusplus"
           - "--perform_runmerging"

From 7917e1d656fc303a7aab59bd377b11d7acab7036 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 2 Sep 2022 11:51:18 +0200
Subject: [PATCH 330/372] Synronise mOTUs CI setup

---
 .github/workflows/ci.yml | 22 ++++++----------------
 1 file changed, 6 insertions(+), 16 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 2641adb..f270829 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -70,28 +70,18 @@ jobs:
       NXF_ANSI_LOG: false
     strategy:
       matrix:
-        # Nextflow versions
-        include:
-          # Test pipeline minimum Nextflow version
-          - NXF_VER: "21.10.3"
-            NXF_EDGE: ""
-          # Test latest edge release of Nextflow
-          - NXF_VER: ""
-            NXF_EDGE: "1"
+        NXF_VER:
+          - "21.10.3"
+          - "latest-everything"
 
     steps:
       - name: Check out pipeline code
         uses: actions/checkout@v2
 
       - name: Install Nextflow
-        env:
-          NXF_VER: ${{ matrix.NXF_VER }}
-          # Uncomment only if the edge release is more recent than the latest stable release
-          # See https://github.com/nextflow-io/nextflow/issues/2467
-          # NXF_EDGE: ${{ matrix.NXF_EDGE }}
-        run: |
-          wget -qO- get.nextflow.io | bash
-          sudo mv nextflow /usr/local/bin/
+        uses: nf-core/setup-nextflow@v1
+        with:
+          version: "${{ matrix.NXF_VER }}"
 
       - name: Show current locale
         run: locale

From 3a33d81e80d8769717357fd3b9526a41316c9265 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 2 Sep 2022 11:55:19 +0200
Subject: [PATCH 331/372] Black linting I hope

---
 bin/check_samplesheet.py | 20 ++++++++------------
 1 file changed, 8 insertions(+), 12 deletions(-)

diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
index 7db3934..ca54ed9 100755
--- a/bin/check_samplesheet.py
+++ b/bin/check_samplesheet.py
@@ -6,10 +6,9 @@ import sys
 import errno
 import argparse
 
+
 def parse_args(args=None):
-    Description = (
-        "Reformat nf-core/taxprofiler samplesheet file and check its contents."
-    )
+    Description = "Reformat nf-core/taxprofiler samplesheet file and check its contents."
 
     Epilog = "Example usage: python check_samplesheet.py <FILE_IN> <FILE_OUT>"
 
@@ -18,6 +17,7 @@ def parse_args(args=None):
     parser.add_argument("FILE_OUT", help="Output file.")
     return parser.parse_args(args)
 
+
 def make_dir(path):
     if len(path) > 0:
         try:
@@ -26,6 +26,7 @@ def make_dir(path):
             if exception.errno != errno.EEXIST:
                 raise exception
 
+
 def print_error(error, context="Line", context_str=""):
     error_str = "ERROR: Please check samplesheet -> {}".format(error)
     if context != "" and context_str != "":
@@ -35,6 +36,7 @@ def print_error(error, context="Line", context_str=""):
     print(error_str)
     sys.exit(1)
 
+
 def check_samplesheet(file_in, file_out):
     """
     This function checks that the samplesheet follows the following structure:
@@ -118,9 +120,7 @@ def check_samplesheet(file_in, file_out):
             num_cols = len([x for x in lspl if x])
             if num_cols < MIN_COLS:
                 print_error(
-                    "Invalid number of populated columns (minimum = {})!".format(
-                        MIN_COLS
-                    ),
+                    "Invalid number of populated columns (minimum = {})!".format(MIN_COLS),
                     "Line",
                     line,
                 )
@@ -183,13 +183,9 @@ def check_samplesheet(file_in, file_out):
             ## Auto-detect paired-end/single-end
             if sample and fastq_1 and fastq_2:  ## Paired-end short reads
                 sample_info.extend(["0", fastq_1, fastq_2, fasta])
-            elif (
-                sample and fastq_1 and not fastq_2
-            ):  ## Single-end short/long fastq reads
+            elif sample and fastq_1 and not fastq_2:  ## Single-end short/long fastq reads
                 sample_info.extend(["1", fastq_1, fastq_2, fasta])
-            elif (
-                sample and fasta and not fastq_1 and not fastq_2
-            ):  ## Single-end long reads
+            elif sample and fasta and not fastq_1 and not fastq_2:  ## Single-end long reads
                 sample_info.extend(["1", fastq_1, fastq_2, fasta])
             elif fasta and (fastq_1 or fastq_2):
                 print_error(

From c3427e44b3a9eb198e6ef31866ee5568fa51b749 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 2 Sep 2022 12:24:29 +0200
Subject: [PATCH 332/372] Try with retries from sarek approach

---
 .github/workflows/ci.yml | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index f270829..3bc0dda 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -55,11 +55,10 @@ jobs:
           sudo update-locale LANG=en_US.UTF-8
 
       - 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
-        # Remember that you can parallelise this by using strategy.matrix
-        run: |
-          nextflow run ${GITHUB_WORKSPACE} -profile test,docker --outdir ./results ${{ matrix.parameters }}
+        uses: Wandalen/wretry.action@v1.0.11
+        with:
+          command: nextflow run ${GITHUB_WORKSPACE} -profile test,docker --outdir ./results ${{ matrix.parameters }}
+          attempt_limit: 3
 
   motus:
     name: Test mOTUs with workflow parameters

From 8456f934ed7ca6c17a13af13794cc4ae27dc3e29 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 2 Sep 2022 16:15:46 +0200
Subject: [PATCH 333/372] Update subworkflows/local/visualization_krona.nf

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

diff --git a/subworkflows/local/visualization_krona.nf b/subworkflows/local/visualization_krona.nf
index 86cbb71..f06768a 100644
--- a/subworkflows/local/visualization_krona.nf
+++ b/subworkflows/local/visualization_krona.nf
@@ -2,7 +2,7 @@
 // Create Krona visualizations
 //
 
-include { MEGAN_RMA2INFO_KRONA      } from '../../modules/nf-core/modules/megan/rma2info/main'
+include { MEGAN_RMA2INFO as MEGAN_RMA2INFO_KRONA      } from '../../modules/nf-core/modules/megan/rma2info/main'
 include { KAIJU_KAIJU2KRONA         } from '../../modules/nf-core/modules/kaiju/kaiju2krona/main'
 include { KRAKENTOOLS_KREPORT2KRONA } from '../../modules/nf-core/modules/krakentools/kreport2krona/main'
 include { KRONA_CLEANUP             } from '../../modules/local/krona_cleanup'

From 331231ea28a5c18160fb5f4f785f6915d33bf560 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Sun, 4 Sep 2022 14:02:54 +0000
Subject: [PATCH 334/372] Standardise CI execution

---
 .github/workflows/ci.yml | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 3bc0dda..106de1b 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -98,5 +98,7 @@ jobs:
           echo 'motus,db_mOTU,,db_mOTU' >> 'database_motus.csv'
 
       - name: Run pipeline with test data
-        run: |
-          nextflow run ${GITHUB_WORKSPACE} -profile test_motus,docker --outdir ./results --databases ./database_motus.csv
+        uses: Wandalen/wretry.action@v1.0.11
+        with:
+          command: nextflow run ${GITHUB_WORKSPACE} -profile test_motus,docker --outdir ./results --databases ./database_motus.csv
+          attempt_limit: 3

From dd194f3f47f8746826aa49b3e490b3e2f9cb809e Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Sun, 4 Sep 2022 15:01:58 +0000
Subject: [PATCH 335/372] Fix mOTUs CI and old param warn

---
 .github/workflows/ci.yml | 3 ---
 conf/test_motus.config   | 4 ++--
 2 files changed, 2 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 106de1b..5cea5b7 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -64,9 +64,6 @@ jobs:
     name: Test mOTUs with workflow parameters
     if: ${{ github.event_name != 'push' || (github.event_name == 'push' && github.repository == 'nf-core/taxprofiler') }}
     runs-on: ubuntu-latest
-    env:
-      NXF_VER: ${{ matrix.nxf_ver }}
-      NXF_ANSI_LOG: false
     strategy:
       matrix:
         NXF_VER:
diff --git a/conf/test_motus.config b/conf/test_motus.config
index 1405447..d5eb8f8 100644
--- a/conf/test_motus.config
+++ b/conf/test_motus.config
@@ -24,8 +24,8 @@ params {
     // TODO nf-core: Give any required params for the test so that command line flags are not needed
     input                                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/samplesheet.csv'
     databases                             = 'database_motus.csv'
-    perform_shortread_clipmerge           = false
-    perform_longread_clip                 = false
+    perform_shortread_qc                  = false
+    perform_longread_qc                   = false
     perform_shortread_complexityfilter    = false
     perform_shortread_hostremoval         = false
     perform_longread_hostremoval          = false

From 7c5f9d0c24315a793c79a01c4b6dd5e0e8e42ffd Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 6 Sep 2022 17:34:45 +0200
Subject: [PATCH 336/372] Start work on more merging tools

---
 conf/modules.config                           | 31 +++++++++----------
 conf/test_nothing.config                      |  2 +-
 subworkflows/local/profiling.nf               |  4 ---
 .../local/standardisation_profiles.nf         | 24 ++++++++++++--
 workflows/taxprofiler.nf                      |  6 ++++
 5 files changed, 44 insertions(+), 23 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index d4a2693..7c1ceba 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -268,7 +268,7 @@ process {
         // one run with multiple samples, so fix ID to just db name to ensure clean log name
         ext.prefix = { "${meta.db_name}" }
         publishDir = [
-            path: { "${params.outdir}/malt/${meta.db_name}" },
+            path: { "${params.outdir}/malt/${meta.db_name}/${ext.prefix}" },
             mode: params.publish_dir_mode,
             pattern: '*.{rma6,log,sam}'
         ]
@@ -278,7 +278,7 @@ process {
         ext.args = "-c2c Taxonomy"
         ext.prefix = { "${meta.id}" }
         publishDir = [
-            path: { "${params.outdir}/malt/${meta.db_name}" },
+            path: { "${params.outdir}/malt/${meta.db_name}/${ext.prefix}" },
             mode: params.publish_dir_mode,
             pattern: '*.{txt.gz,megan}'
         ]
@@ -288,7 +288,7 @@ process {
         ext.args = { "${meta.db_params}" }
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
-            path: { "${params.outdir}/kraken2/${meta.db_name}" },
+            path: { "${params.outdir}/kraken2/${meta.db_name}/${ext.prefix}" },
             mode: params.publish_dir_mode,
             pattern: '*.{txt,report,fastq.gz}'
         ]
@@ -297,7 +297,7 @@ process {
     withName: KRONA_CLEANUP {
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
-            path: { "${params.outdir}/krona" },
+            path: { "${params.outdir}/krona/${ext.prefix}" },
             mode: params.publish_dir_mode,
             pattern: '*.{html}'
         ]
@@ -306,7 +306,7 @@ process {
     withName: KRONA_KTIMPORTTEXT {
         ext.prefix = { "${meta.tool}-${meta.id}" }
         publishDir = [
-            path: { "${params.outdir}/krona" },
+            path: { "${params.outdir}/krona/${ext.prefix}" },
             mode: params.publish_dir_mode,
             pattern: '*.{html}'
         ]
@@ -321,7 +321,7 @@ process {
         ext.args = "-i"
         ext.prefix = { "${meta.tool}-${meta.id}" }
         publishDir = [
-            path: { "${params.outdir}/krona" },
+            path: { "${params.outdir}/krona/${ext.prefix}" },
             mode: params.publish_dir_mode,
             pattern: '*.{html}'
         ]
@@ -331,7 +331,7 @@ process {
         ext.args = { "${meta.db_params}" }
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
-            path: { "${params.outdir}/metaphlan3/${meta.db_name}" },
+            path: { "${params.outdir}/metaphlan3/${meta.db_name}/${ext.prefix}" },
             mode: params.publish_dir_mode,
             pattern: '*.{biom,txt}'
         ]
@@ -339,7 +339,7 @@ process {
 
     withName: CENTRIFUGE_CENTRIFUGE {
         publishDir = [
-            path: { "${params.outdir}/centrifuge/${meta.db_name}" },
+            path: { "${params.outdir}/centrifuge/${meta.db_name}/${ext.prefix}" },
             mode: params.publish_dir_mode,
             pattern: '*.{txt,sam,gz}'
         ]
@@ -352,27 +352,26 @@ process {
         ext.args = { "${meta.db_params}" }
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}.centrifuge" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}.centrifuge" }
         publishDir = [
-            path: { "${params.outdir}/centrifuge/${meta.db_name}" },
+            path: { "${params.outdir}/centrifuge/${meta.db_name}/${ext.prefix}" },
             mode: params.publish_dir_mode,
             pattern: '*.{txt}'
         ]
     }
 
     withName: KAIJU_KAIJU {
+        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
-            path: { "${params.outdir}/kaiju/${meta.db_name}" },
+            path: { "${params.outdir}/kaiju/${meta.db_name}/${ext.prefix}" },
             mode: params.publish_dir_mode,
             pattern: '*.tsv'
         ]
         ext.args = { "${meta.db_params}" }
-        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
     }
 
     withName: KAIJU_KAIJU2TABLE {
-        ext.args = { "${meta.db_params}" }
-        ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
+        ext.prefix = { "${meta.id}_combined_reports" }
         publishDir = [
-            path: { "${params.outdir}/kaiju/${meta.db_name}" },
+            path: { "${params.outdir}/kaiju/" },
             mode: params.publish_dir_mode,
             pattern: '*.{txt}'
         ]
@@ -386,7 +385,7 @@ process {
         ext.args = { "${meta.db_params}" }
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
-            path: { "${params.outdir}/diamond/${meta.db_name}" },
+            path: { "${params.outdir}/diamond/${meta.db_name}/${ext.prefix}" },
             mode: params.publish_dir_mode,
             pattern: '*.{blast,xml,txt,daa,sam,tsv,paf,log}'
         ]
@@ -395,7 +394,7 @@ process {
     withName: MOTUS_PROFILE {
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
-            path: { "${params.outdir}/motus/${meta.db_name}" },
+            path: { "${params.outdir}/motus/${meta.db_name}/${ext.prefix}" },
             mode: params.publish_dir_mode
         ]
     }
diff --git a/conf/test_nothing.config b/conf/test_nothing.config
index 5cd89eb..91b0aa4 100644
--- a/conf/test_nothing.config
+++ b/conf/test_nothing.config
@@ -12,7 +12,7 @@
 
 params {
     config_profile_name        = 'Test profile'
-    config_profile_description = 'Minimal test dataset without performing any preprocessing nor profiling to check pipeline function. Useful when you only wish to test a single profiler without having to 'opt-out' of all the others'
+    config_profile_description = 'Minimal test dataset without performing any preprocessing nor profiling to check pipeline function. Useful when you only wish to test a single profiler without having to opt-out of all the others'
 
     // Limit resources so that this can run on GitHub Actions
     max_cpus   = 2
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 17c96f1..c4c5195 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -9,7 +9,6 @@ include { CENTRIFUGE_CENTRIFUGE                 } from '../../modules/nf-core/mo
 include { CENTRIFUGE_KREPORT                    } from '../../modules/nf-core/modules/centrifuge/kreport/main'
 include { METAPHLAN3                            } from '../../modules/nf-core/modules/metaphlan3/main'
 include { KAIJU_KAIJU                           } from '../../modules/nf-core/modules/kaiju/kaiju/main'
-include { KAIJU_KAIJU2TABLE                     } from '../../modules/nf-core/modules/kaiju/kaiju2table/main'
 include { DIAMOND_BLASTX                        } from '../../modules/nf-core/modules/diamond/blastx/main'
 include { MOTUS_PROFILE                         } from '../../modules/nf-core/modules/motus/profile/main'
 
@@ -185,11 +184,8 @@ workflow PROFILING {
                             }
 
         KAIJU_KAIJU ( ch_input_for_kaiju.reads, ch_input_for_kaiju.db)
-        KAIJU_KAIJU2TABLE (KAIJU_KAIJU.out.results, ch_input_for_kaiju.db, params.kaiju_taxon_rank)
-        ch_multiqc_files = ch_multiqc_files.mix( KAIJU_KAIJU2TABLE.out.summary )
         ch_versions = ch_versions.mix( KAIJU_KAIJU.out.versions.first() )
         ch_raw_classifications = ch_raw_classifications.mix( KAIJU_KAIJU.out.results )
-        ch_raw_profiles = ch_raw_profiles.mix( KAIJU_KAIJU2TABLE.out.summary )
 
     }
 
diff --git a/subworkflows/local/standardisation_profiles.nf b/subworkflows/local/standardisation_profiles.nf
index 92ceb16..8be6020 100644
--- a/subworkflows/local/standardisation_profiles.nf
+++ b/subworkflows/local/standardisation_profiles.nf
@@ -1,7 +1,8 @@
 //
-// Create Krona visualizations
+// Standardise output files e.g. aggregation
 //
 
+include { KAIJU_KAIJU2TABLE                     } from '../../modules/nf-core/modules/kaiju/kaiju2table/main'
 include { MOTUS_MERGE } from '../../modules/nf-core/modules/motus/merge/main'
 
 workflow STANDARDISATION_PROFILES {
@@ -14,6 +15,7 @@ workflow STANDARDISATION_PROFILES {
     main:
     ch_standardised_tables = Channel.empty()
     ch_versions            = Channel.empty()
+    ch_multiqc_files       = Channel.empty()
 
     /*
         Split profile results based on tool they come from
@@ -26,12 +28,14 @@ workflow STANDARDISATION_PROFILES {
 
     ch_input_classifications = classifications
         .branch {
+            kaiju: it[0]['tool'] == 'kaiju'
             unknown: true
         }
 
     ch_input_databases = databases
         .branch {
             motus: it[0]['tool'] == 'motus'
+            kaiju: it[0]['tool'] == 'kaiju'
             unknown: true
         }
 
@@ -39,6 +43,21 @@ workflow STANDARDISATION_PROFILES {
         Standardise and aggregate
     */
 
+    // Kaiju
+
+    // Collect and replace id for db_name for prefix
+    ch_profiles_for_kaiju = ch_input_classifications.kaiju
+                                .map { [it[0]['db_name'], it[1]] }
+                                .groupTuple()
+                                .map {
+                                    [[id:it[0]], it[1]]
+                                }
+
+    KAIJU_KAIJU2TABLE ( ch_profiles_for_kaiju, ch_input_databases.kaiju.map{it[1]}, params.kaiju_taxon_rank)
+    ch_standardised_tables = ch_standardised_tables.mix( KAIJU_KAIJU2TABLE.out.summary )
+    ch_multiqc_files = ch_multiqc_files.mix( KAIJU_KAIJU2TABLE.out.summary )
+    ch_versions = ch_versions.mix( KAIJU_KAIJU2TABLE.out.versions )
+
     // mOTUs has a 'single' database, and cannot create custom ones.
     // Therefore removing db info here, and publish merged at root mOTUs results
     // directory
@@ -51,6 +70,7 @@ workflow STANDARDISATION_PROFILES {
     ch_versions = ch_versions.mix( MOTUS_MERGE.out.versions )
 
     emit:
-    tables = ch_standardised_tables
+    tables   = ch_standardised_tables
     versions = ch_versions
+    mqc      = ch_multiqc_files
 }
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 2bd6c01..28d248b 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -267,6 +267,12 @@ workflow TAXPROFILER {
 
     ch_multiqc_files = ch_multiqc_files.mix( PROFILING.out.mqc.collect{it[1]}.ifEmpty([]) )
 
+    if ( params.run_profile_standardisation ) {
+        ch_multiqc_files = ch_multiqc_files.mix( STANDARDISATION_PROFILES.out.mqc.collect{it[1]}.ifEmpty([]) )
+    }
+
+    ch_multiqc_files = ch_multiqc_files.mix( PROFILING.out.mqc.collect{it[1]}.ifEmpty([]) )
+
     // TODO create multiQC module for metaphlan
     MULTIQC (
         ch_multiqc_files.collect()

From 175be0075a72b62987b23e237808d8938dcfa780 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 7 Sep 2022 11:22:06 +0200
Subject: [PATCH 337/372] Add tube map

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

diff --git a/README.md b/README.md
index 08916c6..672c2a9 100644
--- a/README.md
+++ b/README.md
@@ -26,6 +26,8 @@ On release, automated continuous integration tests run the pipeline on a full-si
 
 <!-- TODO nf-core: Fill in short bullet-pointed list of the default steps in the pipeline -->
 
+![](docs/images/taxprofiler_tube.png)
+
 1. Read QC ([`FastQC`](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/))
 2. Performs optional read pre-processing
    - Adapter clipping and merging (short read: [fastp](https://github.com/OpenGene/fastp), [AdapterRemoval2](https://github.com/MikkelSchubert/adapterremoval); long read: [porechop](https://github.com/rrwick/Porechop))

From 3a6536b1494bb0c7a60af400d8e7ba2de25b5f39 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 7 Sep 2022 11:22:22 +0200
Subject: [PATCH 338/372] Add tube map properly

---
 docs/images/taxprofiler_tube.pdf |  Bin 0 -> 166185 bytes
 docs/images/taxprofiler_tube.png |  Bin 0 -> 663369 bytes
 docs/images/taxprofiler_tube.svg | 4407 ++++++++++++++++++++++++++++++
 3 files changed, 4407 insertions(+)
 create mode 100644 docs/images/taxprofiler_tube.pdf
 create mode 100644 docs/images/taxprofiler_tube.png
 create mode 100644 docs/images/taxprofiler_tube.svg

diff --git a/docs/images/taxprofiler_tube.pdf b/docs/images/taxprofiler_tube.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..63d8c06090681b872fda18341063fdf52df96f65
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From 832d981976da4a49041d72fa519b3e56ff517543 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 7 Sep 2022 12:22:17 +0200
Subject: [PATCH 339/372] Don't have per sample directory as unnecessary if
 file names are unique with the db in them

---
 conf/modules.config | 24 ++++++++++++------------
 1 file changed, 12 insertions(+), 12 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 7c1ceba..e367a67 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -268,7 +268,7 @@ process {
         // one run with multiple samples, so fix ID to just db name to ensure clean log name
         ext.prefix = { "${meta.db_name}" }
         publishDir = [
-            path: { "${params.outdir}/malt/${meta.db_name}/${ext.prefix}" },
+            path: { "${params.outdir}/malt/${meta.db_name}/" },
             mode: params.publish_dir_mode,
             pattern: '*.{rma6,log,sam}'
         ]
@@ -278,7 +278,7 @@ process {
         ext.args = "-c2c Taxonomy"
         ext.prefix = { "${meta.id}" }
         publishDir = [
-            path: { "${params.outdir}/malt/${meta.db_name}/${ext.prefix}" },
+            path: { "${params.outdir}/malt/${meta.db_name}/" },
             mode: params.publish_dir_mode,
             pattern: '*.{txt.gz,megan}'
         ]
@@ -288,7 +288,7 @@ process {
         ext.args = { "${meta.db_params}" }
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
-            path: { "${params.outdir}/kraken2/${meta.db_name}/${ext.prefix}" },
+            path: { "${params.outdir}/kraken2/${meta.db_name}/" },
             mode: params.publish_dir_mode,
             pattern: '*.{txt,report,fastq.gz}'
         ]
@@ -297,7 +297,7 @@ process {
     withName: KRONA_CLEANUP {
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
-            path: { "${params.outdir}/krona/${ext.prefix}" },
+            path: { "${params.outdir}/krona/" },
             mode: params.publish_dir_mode,
             pattern: '*.{html}'
         ]
@@ -306,7 +306,7 @@ process {
     withName: KRONA_KTIMPORTTEXT {
         ext.prefix = { "${meta.tool}-${meta.id}" }
         publishDir = [
-            path: { "${params.outdir}/krona/${ext.prefix}" },
+            path: { "${params.outdir}/krona/" },
             mode: params.publish_dir_mode,
             pattern: '*.{html}'
         ]
@@ -321,7 +321,7 @@ process {
         ext.args = "-i"
         ext.prefix = { "${meta.tool}-${meta.id}" }
         publishDir = [
-            path: { "${params.outdir}/krona/${ext.prefix}" },
+            path: { "${params.outdir}/krona/" },
             mode: params.publish_dir_mode,
             pattern: '*.{html}'
         ]
@@ -331,7 +331,7 @@ process {
         ext.args = { "${meta.db_params}" }
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
-            path: { "${params.outdir}/metaphlan3/${meta.db_name}/${ext.prefix}" },
+            path: { "${params.outdir}/metaphlan3/${meta.db_name}/" },
             mode: params.publish_dir_mode,
             pattern: '*.{biom,txt}'
         ]
@@ -339,7 +339,7 @@ process {
 
     withName: CENTRIFUGE_CENTRIFUGE {
         publishDir = [
-            path: { "${params.outdir}/centrifuge/${meta.db_name}/${ext.prefix}" },
+            path: { "${params.outdir}/centrifuge/${meta.db_name}/" },
             mode: params.publish_dir_mode,
             pattern: '*.{txt,sam,gz}'
         ]
@@ -352,7 +352,7 @@ process {
         ext.args = { "${meta.db_params}" }
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}.centrifuge" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}.centrifuge" }
         publishDir = [
-            path: { "${params.outdir}/centrifuge/${meta.db_name}/${ext.prefix}" },
+            path: { "${params.outdir}/centrifuge/${meta.db_name}/" },
             mode: params.publish_dir_mode,
             pattern: '*.{txt}'
         ]
@@ -361,7 +361,7 @@ process {
     withName: KAIJU_KAIJU {
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
-            path: { "${params.outdir}/kaiju/${meta.db_name}/${ext.prefix}" },
+            path: { "${params.outdir}/kaiju/${meta.db_name}/" },
             mode: params.publish_dir_mode,
             pattern: '*.tsv'
         ]
@@ -385,7 +385,7 @@ process {
         ext.args = { "${meta.db_params}" }
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
-            path: { "${params.outdir}/diamond/${meta.db_name}/${ext.prefix}" },
+            path: { "${params.outdir}/diamond/${meta.db_name}/" },
             mode: params.publish_dir_mode,
             pattern: '*.{blast,xml,txt,daa,sam,tsv,paf,log}'
         ]
@@ -394,7 +394,7 @@ process {
     withName: MOTUS_PROFILE {
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
-            path: { "${params.outdir}/motus/${meta.db_name}/${ext.prefix}" },
+            path: { "${params.outdir}/motus/${meta.db_name}/" },
             mode: params.publish_dir_mode
         ]
     }

From bbd8049ca1690fbd40f9785d7af93768cc0b50da Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 7 Sep 2022 13:44:08 +0200
Subject: [PATCH 340/372] Remove duplicated multqic mixing

---
 workflows/taxprofiler.nf | 2 --
 1 file changed, 2 deletions(-)

diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 28d248b..a47b803 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -271,8 +271,6 @@ workflow TAXPROFILER {
         ch_multiqc_files = ch_multiqc_files.mix( STANDARDISATION_PROFILES.out.mqc.collect{it[1]}.ifEmpty([]) )
     }
 
-    ch_multiqc_files = ch_multiqc_files.mix( PROFILING.out.mqc.collect{it[1]}.ifEmpty([]) )
-
     // TODO create multiQC module for metaphlan
     MULTIQC (
         ch_multiqc_files.collect()

From d11257b330dc69b8c96af5c22293b258e4ee63fa Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 8 Sep 2022 08:08:36 +0200
Subject: [PATCH 341/372] Module update

---
 modules.json                                  | 232 ++++++++++--------
 modules/nf-core/modules/bbmap/bbduk/meta.yml  |   1 +
 modules/nf-core/modules/bowtie2/align/main.nf | 106 ++++----
 .../nf-core/modules/bowtie2/align/meta.yml    |  11 +
 modules/nf-core/modules/cat/fastq/main.nf     |  33 ++-
 .../custom/dumpsoftwareversions/main.nf       |   8 +-
 .../templates/dumpsoftwareversions.py         |  14 +-
 modules/nf-core/modules/fastp/main.nf         |  22 +-
 modules/nf-core/modules/fastp/meta.yml        |   4 +-
 modules/nf-core/modules/fastqc/main.nf        |  12 +
 modules/nf-core/modules/gunzip/main.nf        |  10 +
 .../nf-core/modules/kraken2/kraken2/main.nf   |  22 +-
 .../modules/krakentools/kreport2krona/main.nf |   4 +-
 .../metaphlan3/{ => metaphlan3}/main.nf       |   5 +-
 .../metaphlan3/{ => metaphlan3}/meta.yml      |   6 +
 modules/nf-core/modules/multiqc/main.nf       |  28 ++-
 modules/nf-core/modules/multiqc/meta.yml      |   8 +
 modules/nf-core/modules/samtools/view/main.nf |   2 +-
 modules/nf-core/modules/untar/main.nf         |  27 +-
 subworkflows/local/profiling.nf               |   2 +-
 subworkflows/local/shortread_hostremoval.nf   |   2 +-
 workflows/taxprofiler.nf                      |   2 +-
 22 files changed, 354 insertions(+), 207 deletions(-)
 rename modules/nf-core/modules/metaphlan3/{ => metaphlan3}/main.nf (94%)
 rename modules/nf-core/modules/metaphlan3/{ => metaphlan3}/meta.yml (82%)

diff --git a/modules.json b/modules.json
index 33c0c10..ecac44a 100644
--- a/modules.json
+++ b/modules.json
@@ -3,104 +3,140 @@
     "homePage": "https://github.com/nf-core/taxprofiler",
     "repos": {
         "nf-core/modules": {
-            "adapterremoval": {
-                "git_sha": "879d42c5e28661fe0a5e744c9e2c515868f9e08a"
-            },
-            "bbmap/bbduk": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-            },
-            "bowtie2/align": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-            },
-            "bowtie2/build": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-            },
-            "cat/fastq": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-            },
-            "centrifuge/centrifuge": {
-                "git_sha": "d2726fcf75063960f06b36d2229a4c0966614108"
-            },
-            "centrifuge/kreport": {
-                "git_sha": "734d0db6079a4aa43b6509b207e5d6feb35d4838"
-            },
-            "custom/dumpsoftwareversions": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-            },
-            "diamond/blastx": {
-                "git_sha": "3531824af826c16cd252bc5aa82ae169b244ebaa"
-            },
-            "fastp": {
-                "git_sha": "d0a1cbb703a130c19f6796c3fce24fbe7dfce789"
-            },
-            "fastqc": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-            },
-            "filtlong": {
-                "git_sha": "957cb9b83668075f4af101fc99502908cca487e3"
-            },
-            "gunzip": {
-                "git_sha": "9aadd9a6d3f5964476582319b3a1c54a3e3fe7c9"
-            },
-            "kaiju/kaiju": {
-                "git_sha": "8856f127c58f6af479128be8b8df4d42e442ddbe"
-            },
-            "kaiju/kaiju2krona": {
-                "git_sha": "2f0b19240430de6807b1232e6d9d0e8084e8a28f"
-            },
-            "kaiju/kaiju2table": {
-                "git_sha": "538dbac98ba9c8f799536cd5a617195501439457"
-            },
-            "kraken2/kraken2": {
-                "git_sha": "abe025677cdd805cc93032341ab19885473c1a07"
-            },
-            "krakentools/kreport2krona": {
-                "git_sha": "8b2a473f586bed003e72d2b183acc43fc0ddc422"
-            },
-            "krona/ktimporttaxonomy": {
-                "git_sha": "0e9fd9370ad1845870b8a9c63fcc47d999a1739e"
-            },
-            "krona/ktimporttext": {
-                "git_sha": "cdefbec66999c0b49d8bfeea9d6f9d19056635a2"
-            },
-            "malt/run": {
-                "git_sha": "be8d7b3293cac26cc63e4dbfb364deb8ed6ec7e5"
-            },
-            "megan/rma2info": {
-                "git_sha": "2d38566eca4cc15142b2ffa7c11837569b39aece"
-            },
-            "metaphlan3": {
-                "git_sha": "ed4dd1a928ebf4308efb720de878045f7773f8e2"
-            },
-            "minimap2/align": {
-                "git_sha": "1a5a9e7b4009dcf34e6867dd1a5a1d9a718b027b"
-            },
-            "minimap2/index": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-            },
-            "motus/merge": {
-                "git_sha": "b02e648c221e1da17cb589eefe297e61ec9e9c49"
-            },
-            "motus/profile": {
-                "git_sha": "b6ed584443ad68ac41e6975994139454a4f23c18"
-            },
-            "multiqc": {
-                "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
-            },
-            "porechop": {
-                "git_sha": "b78e19b9dae3671db2c7d4346fe04452c1debfab"
-            },
-            "prinseqplusplus": {
-                "git_sha": "f1c5384c31e985591716afdd732cf8c2ae29d05b"
-            },
-            "samtools/bam2fq": {
-                "git_sha": "5510ea39fe638594bc26ac34cadf4a84bf27d159"
-            },
-            "samtools/view": {
-                "git_sha": "6b64f9cb6c3dd3577931cc3cd032d6fb730000ce"
-            },
-            "untar": {
-                "git_sha": "e080f4c8acf5760039ed12ec1f206170f3f9a918"
+            "git_url": "https://github.com/nf-core/modules.git",
+            "modules": {
+                "adapterremoval": {
+                    "branch": "master",
+                    "git_sha": "879d42c5e28661fe0a5e744c9e2c515868f9e08a"
+                },
+                "bbmap/bbduk": {
+                    "branch": "master",
+                    "git_sha": "848ee9a215d02d80be033bfa60881700f2bd914c"
+                },
+                "bowtie2/align": {
+                    "branch": "master",
+                    "git_sha": "848ee9a215d02d80be033bfa60881700f2bd914c"
+                },
+                "bowtie2/build": {
+                    "branch": "master",
+                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+                },
+                "cat/fastq": {
+                    "branch": "master",
+                    "git_sha": "b034029b59b1198075da8019074bc02051a6100e"
+                },
+                "centrifuge/centrifuge": {
+                    "branch": "master",
+                    "git_sha": "d2726fcf75063960f06b36d2229a4c0966614108"
+                },
+                "centrifuge/kreport": {
+                    "branch": "master",
+                    "git_sha": "734d0db6079a4aa43b6509b207e5d6feb35d4838"
+                },
+                "custom/dumpsoftwareversions": {
+                    "branch": "master",
+                    "git_sha": "5e7b1ef9a5a2d9258635bcbf70fcf37dacd1b247"
+                },
+                "diamond/blastx": {
+                    "branch": "master",
+                    "git_sha": "3531824af826c16cd252bc5aa82ae169b244ebaa"
+                },
+                "fastp": {
+                    "branch": "master",
+                    "git_sha": "7e8ad566883449e7939062b5e2bcf53fc1e0002f"
+                },
+                "fastqc": {
+                    "branch": "master",
+                    "git_sha": "49b18b1639f4f7104187058866a8fab33332bdfe"
+                },
+                "filtlong": {
+                    "branch": "master",
+                    "git_sha": "957cb9b83668075f4af101fc99502908cca487e3"
+                },
+                "gunzip": {
+                    "branch": "master",
+                    "git_sha": "fa37e0662690c4ec4260dae282fbce08777503e6"
+                },
+                "kaiju/kaiju": {
+                    "branch": "master",
+                    "git_sha": "8856f127c58f6af479128be8b8df4d42e442ddbe"
+                },
+                "kaiju/kaiju2krona": {
+                    "branch": "master",
+                    "git_sha": "2f0b19240430de6807b1232e6d9d0e8084e8a28f"
+                },
+                "kaiju/kaiju2table": {
+                    "branch": "master",
+                    "git_sha": "538dbac98ba9c8f799536cd5a617195501439457"
+                },
+                "kraken2/kraken2": {
+                    "branch": "master",
+                    "git_sha": "409a308ba46284d8ebb48c2c1befd6f6433db3f7"
+                },
+                "krakentools/kreport2krona": {
+                    "branch": "master",
+                    "git_sha": "233fa70811a03a4cecb2ece483b5c8396e2cee1d"
+                },
+                "krona/ktimporttaxonomy": {
+                    "branch": "master",
+                    "git_sha": "0e9fd9370ad1845870b8a9c63fcc47d999a1739e"
+                },
+                "krona/ktimporttext": {
+                    "branch": "master",
+                    "git_sha": "cdefbec66999c0b49d8bfeea9d6f9d19056635a2"
+                },
+                "malt/run": {
+                    "branch": "master",
+                    "git_sha": "be8d7b3293cac26cc63e4dbfb364deb8ed6ec7e5"
+                },
+                "megan/rma2info": {
+                    "branch": "master",
+                    "git_sha": "2d38566eca4cc15142b2ffa7c11837569b39aece"
+                },
+                "metaphlan3/metaphlan3": {
+                    "branch": "master",
+                    "git_sha": "940d7fe9d63962e0e2ba0987e2893fb0aff832e3"
+                },
+                "minimap2/align": {
+                    "branch": "master",
+                    "git_sha": "1a5a9e7b4009dcf34e6867dd1a5a1d9a718b027b"
+                },
+                "minimap2/index": {
+                    "branch": "master",
+                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+                },
+                "motus/merge": {
+                    "branch": "master",
+                    "git_sha": "b02e648c221e1da17cb589eefe297e61ec9e9c49"
+                },
+                "motus/profile": {
+                    "branch": "master",
+                    "git_sha": "b6ed584443ad68ac41e6975994139454a4f23c18"
+                },
+                "multiqc": {
+                    "branch": "master",
+                    "git_sha": "5138acca0985ca01c38a1c4fba917d83772b1106"
+                },
+                "porechop": {
+                    "branch": "master",
+                    "git_sha": "b78e19b9dae3671db2c7d4346fe04452c1debfab"
+                },
+                "prinseqplusplus": {
+                    "branch": "master",
+                    "git_sha": "f1c5384c31e985591716afdd732cf8c2ae29d05b"
+                },
+                "samtools/bam2fq": {
+                    "branch": "master",
+                    "git_sha": "5510ea39fe638594bc26ac34cadf4a84bf27d159"
+                },
+                "samtools/view": {
+                    "branch": "master",
+                    "git_sha": "5e7b1ef9a5a2d9258635bcbf70fcf37dacd1b247"
+                },
+                "untar": {
+                    "branch": "master",
+                    "git_sha": "5e7b1ef9a5a2d9258635bcbf70fcf37dacd1b247"
+                }
             }
         }
     }
diff --git a/modules/nf-core/modules/bbmap/bbduk/meta.yml b/modules/nf-core/modules/bbmap/bbduk/meta.yml
index 6abd3d9..d79b9d0 100644
--- a/modules/nf-core/modules/bbmap/bbduk/meta.yml
+++ b/modules/nf-core/modules/bbmap/bbduk/meta.yml
@@ -4,6 +4,7 @@ keywords:
   - trimming
   - adapter trimming
   - quality trimming
+  - fastq
 tools:
   - bbmap:
       description: BBMap is a short read aligner, as well as various other bioinformatic tools.
diff --git a/modules/nf-core/modules/bowtie2/align/main.nf b/modules/nf-core/modules/bowtie2/align/main.nf
index 7e8a965..c74e376 100644
--- a/modules/nf-core/modules/bowtie2/align/main.nf
+++ b/modules/nf-core/modules/bowtie2/align/main.nf
@@ -1,77 +1,71 @@
 process BOWTIE2_ALIGN {
     tag "$meta.id"
-    label 'process_high'
+    label "process_high"
 
-    conda (params.enable_conda ? 'bioconda::bowtie2=2.4.4 bioconda::samtools=1.14 conda-forge::pigz=2.6' : null)
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:4d235f41348a00533f18e47c9669f1ecb327f629-0' :
-        'quay.io/biocontainers/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:4d235f41348a00533f18e47c9669f1ecb327f629-0' }"
+    conda (params.enable_conda ? "bioconda::bowtie2=2.4.4 bioconda::samtools=1.15.1 conda-forge::pigz=2.6" : null)
+    container "${ workflow.containerEngine == "singularity" && !task.ext.singularity_pull_docker_container ?
+        "https://depot.galaxyproject.org/singularity/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:1744f68fe955578c63054b55309e05b41c37a80d-0" :
+        "quay.io/biocontainers/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:1744f68fe955578c63054b55309e05b41c37a80d-0" }"
 
     input:
     tuple val(meta), path(reads)
     path  index
     val   save_unaligned
+    val   sort_bam
 
     output:
-    tuple val(meta), path('*.bam')    , emit: bam
-    tuple val(meta), path('*.log')    , emit: log
-    tuple val(meta), path('*fastq.gz'), emit: fastq, optional:true
+    tuple val(meta), path("*.bam")    , emit: bam
+    tuple val(meta), path("*.log")    , emit: log
+    tuple val(meta), path("*fastq.gz"), emit: fastq, optional:true
     path  "versions.yml"              , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
 
     script:
-    def args = task.ext.args ?: ''
-    def args2 = task.ext.args2 ?: ''
+    def args = task.ext.args ?: ""
+    def args2 = task.ext.args2 ?: ""
     def prefix = task.ext.prefix ?: "${meta.id}"
+
+    def unaligned = ""
+    def reads_args = ""
     if (meta.single_end) {
-        def unaligned = save_unaligned ? "--un-gz ${prefix}.unmapped.fastq.gz" : ''
-        """
-        INDEX=`find -L ./ -name "*.rev.1.bt2" | sed 's/.rev.1.bt2//'`
-        bowtie2 \\
-            -x \$INDEX \\
-            -U $reads \\
-            --threads $task.cpus \\
-            $unaligned \\
-            $args \\
-            2> ${prefix}.bowtie2.log \\
-            | samtools view -@ $task.cpus $args2 -bhS -o ${prefix}.bam -
-
-        cat <<-END_VERSIONS > versions.yml
-        "${task.process}":
-            bowtie2: \$(echo \$(bowtie2 --version 2>&1) | sed 's/^.*bowtie2-align-s version //; s/ .*\$//')
-            samtools: \$(echo \$(samtools --version 2>&1) | sed 's/^.*samtools //; s/Using.*\$//')
-            pigz: \$( pigz --version 2>&1 | sed 's/pigz //g' )
-        END_VERSIONS
-        """
+        unaligned = save_unaligned ? "--un-gz ${prefix}.unmapped.fastq.gz" : ""
+        reads_args = "-U ${reads}"
     } else {
-        def unaligned = save_unaligned ? "--un-conc-gz ${prefix}.unmapped.fastq.gz" : ''
-        """
-        INDEX=`find -L ./ -name "*.rev.1.bt2" | sed 's/.rev.1.bt2//'`
-        bowtie2 \\
-            -x \$INDEX \\
-            -1 ${reads[0]} \\
-            -2 ${reads[1]} \\
-            --threads $task.cpus \\
-            $unaligned \\
-            $args \\
-            2> ${prefix}.bowtie2.log \\
-            | samtools view -@ $task.cpus $args2 -bhS -o ${prefix}.bam -
-
-        if [ -f ${prefix}.unmapped.fastq.1.gz ]; then
-            mv ${prefix}.unmapped.fastq.1.gz ${prefix}.unmapped_1.fastq.gz
-        fi
-        if [ -f ${prefix}.unmapped.fastq.2.gz ]; then
-            mv ${prefix}.unmapped.fastq.2.gz ${prefix}.unmapped_2.fastq.gz
-        fi
-
-        cat <<-END_VERSIONS > versions.yml
-        "${task.process}":
-            bowtie2: \$(echo \$(bowtie2 --version 2>&1) | sed 's/^.*bowtie2-align-s version //; s/ .*\$//')
-            samtools: \$(echo \$(samtools --version 2>&1) | sed 's/^.*samtools //; s/Using.*\$//')
-            pigz: \$( pigz --version 2>&1 | sed 's/pigz //g' )
-        END_VERSIONS
-        """
+        unaligned = save_unaligned ? "--un-conc-gz ${prefix}.unmapped.fastq.gz" : ""
+        reads_args = "-1 ${reads[0]} -2 ${reads[1]}"
     }
+
+    def samtools_command = sort_bam ? 'sort' : 'view'
+
+    """
+    INDEX=`find -L ./ -name "*.rev.1.bt2" | sed "s/.rev.1.bt2//"`
+    [ -z "\$INDEX" ] && INDEX=`find -L ./ -name "*.rev.1.bt2l" | sed "s/.rev.1.bt2l//"`
+    [ -z "\$INDEX" ] && echo "Bowtie2 index files not found" 1>&2 && exit 1
+
+    bowtie2 \\
+        -x \$INDEX \\
+        $reads_args \\
+        --threads $task.cpus \\
+        $unaligned \\
+        $args \\
+        2> ${prefix}.bowtie2.log \\
+        | samtools $samtools_command $args2 --threads $task.cpus -o ${prefix}.bam -
+
+    if [ -f ${prefix}.unmapped.fastq.1.gz ]; then
+        mv ${prefix}.unmapped.fastq.1.gz ${prefix}.unmapped_1.fastq.gz
+    fi
+
+    if [ -f ${prefix}.unmapped.fastq.2.gz ]; then
+        mv ${prefix}.unmapped.fastq.2.gz ${prefix}.unmapped_2.fastq.gz
+    fi
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        bowtie2: \$(echo \$(bowtie2 --version 2>&1) | sed 's/^.*bowtie2-align-s version //; s/ .*\$//')
+        samtools: \$(echo \$(samtools --version 2>&1) | sed 's/^.*samtools //; s/Using.*\$//')
+        pigz: \$( pigz --version 2>&1 | sed 's/pigz //g' )
+    END_VERSIONS
+    """
 }
diff --git a/modules/nf-core/modules/bowtie2/align/meta.yml b/modules/nf-core/modules/bowtie2/align/meta.yml
index f80421e..42ba0f9 100644
--- a/modules/nf-core/modules/bowtie2/align/meta.yml
+++ b/modules/nf-core/modules/bowtie2/align/meta.yml
@@ -2,7 +2,9 @@ name: bowtie2_align
 description: Align reads to a reference genome using bowtie2
 keywords:
   - align
+  - map
   - fasta
+  - fastq
   - genome
   - reference
 tools:
@@ -29,6 +31,15 @@ input:
       type: file
       description: Bowtie2 genome index files
       pattern: "*.ebwt"
+  - save_unaligned:
+      type: boolean
+      description: |
+        Save reads that do not map to the reference (true) or discard them (false)
+        (default: false)
+  - sort_bam:
+      type: boolean
+      description: use samtools sort (true) or samtools view (false)
+      pattern: "true or false"
 output:
   - bam:
       type: file
diff --git a/modules/nf-core/modules/cat/fastq/main.nf b/modules/nf-core/modules/cat/fastq/main.nf
index bf0877c..d275f19 100644
--- a/modules/nf-core/modules/cat/fastq/main.nf
+++ b/modules/nf-core/modules/cat/fastq/main.nf
@@ -4,8 +4,8 @@ process CAT_FASTQ {
 
     conda (params.enable_conda ? "conda-forge::sed=4.7" : null)
     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' :
-        'biocontainers/biocontainers:v1.2.0_cv1' }"
+        'https://depot.galaxyproject.org/singularity/ubuntu:20.04' :
+        'ubuntu:20.04' }"
 
     input:
     tuple val(meta), path(reads, stageAs: "input*/*")
@@ -48,4 +48,33 @@ process CAT_FASTQ {
             """
         }
     }
+
+    stub:
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    def readList = reads.collect{ it.toString() }
+    if (meta.single_end) {
+        if (readList.size > 1) {
+            """
+            touch ${prefix}.merged.fastq.gz
+
+            cat <<-END_VERSIONS > versions.yml
+            "${task.process}":
+                cat: \$(echo \$(cat --version 2>&1) | sed 's/^.*coreutils) //; s/ .*\$//')
+            END_VERSIONS
+            """
+        }
+    } else {
+        if (readList.size > 2) {
+            """
+            touch ${prefix}_1.merged.fastq.gz
+            touch ${prefix}_2.merged.fastq.gz
+
+            cat <<-END_VERSIONS > versions.yml
+            "${task.process}":
+                cat: \$(echo \$(cat --version 2>&1) | sed 's/^.*coreutils) //; s/ .*\$//')
+            END_VERSIONS
+            """
+        }
+    }
+
 }
diff --git a/modules/nf-core/modules/custom/dumpsoftwareversions/main.nf b/modules/nf-core/modules/custom/dumpsoftwareversions/main.nf
index 327d510..34b50b9 100644
--- a/modules/nf-core/modules/custom/dumpsoftwareversions/main.nf
+++ b/modules/nf-core/modules/custom/dumpsoftwareversions/main.nf
@@ -1,11 +1,11 @@
 process CUSTOM_DUMPSOFTWAREVERSIONS {
-    label 'process_low'
+    label 'process_single'
 
     // Requires `pyyaml` which does not have a dedicated container but is in the MultiQC container
-    conda (params.enable_conda ? "bioconda::multiqc=1.11" : null)
+    conda (params.enable_conda ? 'bioconda::multiqc=1.13a' : null)
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/multiqc:1.11--pyhdfd78af_0' :
-        'quay.io/biocontainers/multiqc:1.11--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/multiqc:1.13a--pyhdfd78af_1' :
+        'quay.io/biocontainers/multiqc:1.13a--pyhdfd78af_1' }"
 
     input:
     path versions
diff --git a/modules/nf-core/modules/custom/dumpsoftwareversions/templates/dumpsoftwareversions.py b/modules/nf-core/modules/custom/dumpsoftwareversions/templates/dumpsoftwareversions.py
index 787bdb7..d139039 100644
--- a/modules/nf-core/modules/custom/dumpsoftwareversions/templates/dumpsoftwareversions.py
+++ b/modules/nf-core/modules/custom/dumpsoftwareversions/templates/dumpsoftwareversions.py
@@ -1,10 +1,9 @@
 #!/usr/bin/env python
 
+import yaml
 import platform
 from textwrap import dedent
 
-import yaml
-
 
 def _make_versions_html(versions):
     html = [
@@ -59,12 +58,11 @@ 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. "
-            )
+        assert versions_by_module[module] == process_versions, (
+            "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
 
diff --git a/modules/nf-core/modules/fastp/main.nf b/modules/nf-core/modules/fastp/main.nf
index 5c9e3b8..d9134e1 100644
--- a/modules/nf-core/modules/fastp/main.nf
+++ b/modules/nf-core/modules/fastp/main.nf
@@ -13,7 +13,7 @@ process FASTP {
     val   save_merged
 
     output:
-    tuple val(meta), path('*.trim.fastq.gz')  , optional:true, emit: reads
+    tuple val(meta), path('*.fastp.fastq.gz') , optional:true, emit: reads
     tuple val(meta), path('*.json')           , emit: json
     tuple val(meta), path('*.html')           , emit: html
     tuple val(meta), path('*.log')            , emit: log
@@ -28,19 +28,23 @@ process FASTP {
     def args = task.ext.args ?: ''
     // Added soft-links to original fastqs for consistent naming in MultiQC
     def prefix = task.ext.prefix ?: "${meta.id}"
+    // Use single ended for interleaved. Add --interleaved_in in config.
     if (meta.single_end) {
         def fail_fastq = save_trimmed_fail ? "--failed_out ${prefix}.fail.fastq.gz" : ''
         """
-        [ ! -f  ${prefix}.fastq.gz ] && ln -s $reads ${prefix}.fastq.gz
-        fastp \\
+        [ ! -f  ${prefix}.fastq.gz ] && ln -sf $reads ${prefix}.fastq.gz
+        cat ${prefix}.fastq.gz \\
+        | fastp \\
+            --stdin \\
+            --stdout \\
             --in1 ${prefix}.fastq.gz \\
-            --out1 ${prefix}.trim.fastq.gz \\
             --thread $task.cpus \\
             --json ${prefix}.fastp.json \\
             --html ${prefix}.fastp.html \\
             $fail_fastq \\
             $args \\
-            2> ${prefix}.fastp.log
+            2> ${prefix}.fastp.log \\
+        | gzip -c > ${prefix}.fastp.fastq.gz
         cat <<-END_VERSIONS > versions.yml
         "${task.process}":
             fastp: \$(fastp --version 2>&1 | sed -e "s/fastp //g")
@@ -50,13 +54,13 @@ process FASTP {
         def fail_fastq  = save_trimmed_fail ? "--unpaired1 ${prefix}_1.fail.fastq.gz --unpaired2 ${prefix}_2.fail.fastq.gz" : ''
         def merge_fastq = save_merged ? "-m --merged_out ${prefix}.merged.fastq.gz" : ''
         """
-        [ ! -f  ${prefix}_1.fastq.gz ] && ln -s ${reads[0]} ${prefix}_1.fastq.gz
-        [ ! -f  ${prefix}_2.fastq.gz ] && ln -s ${reads[1]} ${prefix}_2.fastq.gz
+        [ ! -f  ${prefix}_1.fastq.gz ] && ln -sf ${reads[0]} ${prefix}_1.fastq.gz
+        [ ! -f  ${prefix}_2.fastq.gz ] && ln -sf ${reads[1]} ${prefix}_2.fastq.gz
         fastp \\
             --in1 ${prefix}_1.fastq.gz \\
             --in2 ${prefix}_2.fastq.gz \\
-            --out1 ${prefix}_1.trim.fastq.gz \\
-            --out2 ${prefix}_2.trim.fastq.gz \\
+            --out1 ${prefix}_1.fastp.fastq.gz \\
+            --out2 ${prefix}_2.fastp.fastq.gz \\
             --json ${prefix}.fastp.json \\
             --html ${prefix}.fastp.html \\
             $fail_fastq \\
diff --git a/modules/nf-core/modules/fastp/meta.yml b/modules/nf-core/modules/fastp/meta.yml
index 3274e41..598c336 100644
--- a/modules/nf-core/modules/fastp/meta.yml
+++ b/modules/nf-core/modules/fastp/meta.yml
@@ -15,7 +15,7 @@ input:
   - meta:
       type: map
       description: |
-        Groovy Map containing sample information
+        Groovy Map containing sample information. Use 'single_end: true' to specify single ended or interleaved FASTQs. Use 'single_end: false' for paired-end reads.
         e.g. [ id:'test', single_end:false ]
   - reads:
       type: file
@@ -38,7 +38,7 @@ output:
   - reads:
       type: file
       description: The trimmed/modified/unmerged fastq reads
-      pattern: "*trim.fastq.gz"
+      pattern: "*fastp.fastq.gz"
   - json:
       type: file
       description: Results in JSON format
diff --git a/modules/nf-core/modules/fastqc/main.nf b/modules/nf-core/modules/fastqc/main.nf
index ed6b8c5..0573036 100644
--- a/modules/nf-core/modules/fastqc/main.nf
+++ b/modules/nf-core/modules/fastqc/main.nf
@@ -44,4 +44,16 @@ process FASTQC {
         END_VERSIONS
         """
     }
+
+    stub:
+    def prefix = task.ext.prefix ?: "${meta.id}"
+    """
+    touch ${prefix}.html
+    touch ${prefix}.zip
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        fastqc: \$( fastqc --version | sed -e "s/FastQC v//g" )
+    END_VERSIONS
+    """
 }
diff --git a/modules/nf-core/modules/gunzip/main.nf b/modules/nf-core/modules/gunzip/main.nf
index 61bf1af..7036704 100644
--- a/modules/nf-core/modules/gunzip/main.nf
+++ b/modules/nf-core/modules/gunzip/main.nf
@@ -31,4 +31,14 @@ process GUNZIP {
         gunzip: \$(echo \$(gunzip --version 2>&1) | sed 's/^.*(gzip) //; s/ Copyright.*\$//')
     END_VERSIONS
     """
+
+    stub:
+    gunzip = archive.toString() - '.gz'
+    """
+    touch $gunzip
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        gunzip: \$(echo \$(gunzip --version 2>&1) | sed 's/^.*(gzip) //; s/ Copyright.*\$//')
+    END_VERSIONS
+    """
 }
diff --git a/modules/nf-core/modules/kraken2/kraken2/main.nf b/modules/nf-core/modules/kraken2/kraken2/main.nf
index d400023..43a1679 100644
--- a/modules/nf-core/modules/kraken2/kraken2/main.nf
+++ b/modules/nf-core/modules/kraken2/kraken2/main.nf
@@ -14,11 +14,11 @@ process KRAKEN2_KRAKEN2 {
     val save_reads_assignment
 
     output:
-    tuple val(meta), path('*classified*')     , optional:true, emit: classified_reads_fastq
-    tuple val(meta), path('*unclassified*')   , optional:true, emit: unclassified_reads_fastq
-    tuple val(meta), path('*classifiedreads*'), optional:true, emit: classified_reads_assignment
-    tuple val(meta), path('*report.txt')                     , emit: report
-    path "versions.yml"                                      , emit: versions
+    tuple val(meta), path('*.classified{.,_}*')     , optional:true, emit: classified_reads_fastq
+    tuple val(meta), path('*.unclassified{.,_}*')   , optional:true, emit: unclassified_reads_fastq
+    tuple val(meta), path('*classifiedreads.txt')   , optional:true, emit: classified_reads_assignment
+    tuple val(meta), path('*report.txt')                           , emit: report
+    path "versions.yml"                                            , emit: versions
 
     when:
     task.ext.when == null || task.ext.when
@@ -29,9 +29,9 @@ process KRAKEN2_KRAKEN2 {
     def paired       = meta.single_end ? "" : "--paired"
     def classified   = meta.single_end ? "${prefix}.classified.fastq"   : "${prefix}.classified#.fastq"
     def unclassified = meta.single_end ? "${prefix}.unclassified.fastq" : "${prefix}.unclassified#.fastq"
-    def classified_command = save_output_fastqs ? "--classified-out ${classified}" : ""
-    def unclassified_command = save_output_fastqs ? "--unclassified-out ${unclassified}" : ""
-    def readclassification_command = save_reads_assignment ? "--output ${prefix}.kraken2.classifiedreads.txt" : ""
+    def classified_option = save_output_fastqs ? "--classified-out ${classified}" : ""
+    def unclassified_option = save_output_fastqs ? "--unclassified-out ${unclassified}" : ""
+    def readclassification_option = save_reads_assignment ? "--output ${prefix}.kraken2.classifiedreads.txt" : ""
     def compress_reads_command = save_output_fastqs ? "pigz -p $task.cpus *.fastq" : ""
 
     """
@@ -40,9 +40,9 @@ process KRAKEN2_KRAKEN2 {
         --threads $task.cpus \\
         --report ${prefix}.kraken2.report.txt \\
         --gzip-compressed \\
-        $unclassified_command \\
-        $classified_command \\
-        $readclassification_command \\
+        $unclassified_option \\
+        $classified_option \\
+        $readclassification_option \\
         $paired \\
         $args \\
         $reads
diff --git a/modules/nf-core/modules/krakentools/kreport2krona/main.nf b/modules/nf-core/modules/krakentools/kreport2krona/main.nf
index 3bf46ee..1fcb1e4 100644
--- a/modules/nf-core/modules/krakentools/kreport2krona/main.nf
+++ b/modules/nf-core/modules/krakentools/kreport2krona/main.nf
@@ -1,9 +1,8 @@
-def VERSION = '1.2' // Version information not provided by tool on CLI
-
 process KRAKENTOOLS_KREPORT2KRONA {
     tag "$meta.id"
     label 'process_low'
 
+    // WARN: Version information not provided by tool on CLI. Please update version string below when bumping container versions.
     conda (params.enable_conda ? "bioconda::krakentools=1.2" : null)
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
         'https://depot.galaxyproject.org/singularity/krakentools:1.2--pyh5e36f6f_0':
@@ -22,6 +21,7 @@ process KRAKENTOOLS_KREPORT2KRONA {
     script:
     def args = task.ext.args ?: ''
     def prefix = task.ext.prefix ?: "${meta.id}"
+    def VERSION = '1.2' // WARN: Version information not provided by tool on CLI. Please update this string when bumping container versions.
     """
     kreport2krona.py \\
         -r ${kreport} \\
diff --git a/modules/nf-core/modules/metaphlan3/main.nf b/modules/nf-core/modules/metaphlan3/metaphlan3/main.nf
similarity index 94%
rename from modules/nf-core/modules/metaphlan3/main.nf
rename to modules/nf-core/modules/metaphlan3/metaphlan3/main.nf
index bff0eb9..e56f102 100644
--- a/modules/nf-core/modules/metaphlan3/main.nf
+++ b/modules/nf-core/modules/metaphlan3/metaphlan3/main.nf
@@ -28,15 +28,18 @@ process METAPHLAN3 {
     def bowtie2_out = "$input_type" == "--input_type bowtie2out" || "$input_type" == "--input_type sam" ? '' : "--bowtie2out ${prefix}.bowtie2out.txt"
 
     """
+    BT2_DB=`find -L "${metaphlan_db}" -name "*rev.1.bt2" -exec dirname {} \\;`
+
     metaphlan \\
         --nproc $task.cpus \\
         $input_type \\
         $input_data \\
         $args \\
         $bowtie2_out \\
-        --bowtie2db ${metaphlan_db} \\
+        --bowtie2db \$BT2_DB \\
         --biom ${prefix}.biom \\
         --output_file ${prefix}_profile.txt
+
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
         metaphlan3: \$(metaphlan --version 2>&1 | awk '{print \$3}')
diff --git a/modules/nf-core/modules/metaphlan3/meta.yml b/modules/nf-core/modules/metaphlan3/metaphlan3/meta.yml
similarity index 82%
rename from modules/nf-core/modules/metaphlan3/meta.yml
rename to modules/nf-core/modules/metaphlan3/metaphlan3/meta.yml
index d10a27d..093de5b 100644
--- a/modules/nf-core/modules/metaphlan3/meta.yml
+++ b/modules/nf-core/modules/metaphlan3/metaphlan3/meta.yml
@@ -24,6 +24,12 @@ input:
       type: file
       description: Metaphlan 3.0 can classify the metagenome from a variety of input data types, including FASTQ files (single-end and paired-end), FASTA, bowtie2-produced SAM files (produced from alignments to the MetaPHlAn marker database) and intermediate bowtie2 alignment files (bowtie2out)
       pattern: "*.{fastq.gz, fasta, fasta.gz, sam, bowtie2out.txt}"
+  - metaphlan_db:
+      type: file
+      description: |
+        Directory containing pre-downloaded and uncompressed MetaPhlAn3 database downloaded from: http://cmprod1.cibio.unitn.it/biobakery3/metaphlan_databases/.
+        Note that you will also need to specify `--index` and the database version name (e.g. 'mpa_v31_CHOCOPhlAn_201901') in your module.conf ext.args for METAPHLAN3_METAPHLAN3!
+      pattern: "*/"
 
 output:
   - meta:
diff --git a/modules/nf-core/modules/multiqc/main.nf b/modules/nf-core/modules/multiqc/main.nf
index 1264aac..1e7d6af 100644
--- a/modules/nf-core/modules/multiqc/main.nf
+++ b/modules/nf-core/modules/multiqc/main.nf
@@ -1,13 +1,14 @@
 process MULTIQC {
     label 'process_medium'
 
-    conda (params.enable_conda ? 'bioconda::multiqc=1.12' : null)
+    conda (params.enable_conda ? 'bioconda::multiqc=1.13a' : null)
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/multiqc:1.12--pyhdfd78af_0' :
-        'quay.io/biocontainers/multiqc:1.12--pyhdfd78af_0' }"
+        'https://depot.galaxyproject.org/singularity/multiqc:1.13a--pyhdfd78af_1' :
+        'quay.io/biocontainers/multiqc:1.13a--pyhdfd78af_1' }"
 
     input:
-    path multiqc_files
+    path  multiqc_files, stageAs: "?/*"
+    tuple path(multiqc_config), path(multiqc_logo)
 
     output:
     path "*multiqc_report.html", emit: report
@@ -20,8 +21,25 @@ process MULTIQC {
 
     script:
     def args = task.ext.args ?: ''
+    def config = multiqc_config ? "--config $multiqc_config" : ''
     """
-    multiqc -f $args .
+    multiqc \\
+        --force \\
+        $config \\
+        $args \\
+        .
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        multiqc: \$( multiqc --version | sed -e "s/multiqc, version //g" )
+    END_VERSIONS
+    """
+
+    stub:
+    """
+    touch multiqc_data
+    touch multiqc_plots
+    touch multiqc_report.html
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/modules/nf-core/modules/multiqc/meta.yml b/modules/nf-core/modules/multiqc/meta.yml
index 6fa891e..bf3a27f 100644
--- a/modules/nf-core/modules/multiqc/meta.yml
+++ b/modules/nf-core/modules/multiqc/meta.yml
@@ -17,6 +17,14 @@ input:
       type: file
       description: |
         List of reports / files recognised by MultiQC, for example the html and zip output of FastQC
+  - multiqc_config:
+      type: file
+      description: Config yml for MultiQC
+      pattern: "*.{yml,yaml}"
+  - multiqc_logo:
+      type: file
+      description: Logo file for MultiQC
+      pattern: "*.{png}"
 output:
   - report:
       type: file
diff --git a/modules/nf-core/modules/samtools/view/main.nf b/modules/nf-core/modules/samtools/view/main.nf
index 55194e8..59ded5c 100644
--- a/modules/nf-core/modules/samtools/view/main.nf
+++ b/modules/nf-core/modules/samtools/view/main.nf
@@ -1,6 +1,6 @@
 process SAMTOOLS_VIEW {
     tag "$meta.id"
-    label 'process_medium'
+    label 'process_low'
 
     conda (params.enable_conda ? "bioconda::samtools=1.15.1" : null)
     container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
diff --git a/modules/nf-core/modules/untar/main.nf b/modules/nf-core/modules/untar/main.nf
index dc43fb7..4128652 100644
--- a/modules/nf-core/modules/untar/main.nf
+++ b/modules/nf-core/modules/untar/main.nf
@@ -1,11 +1,11 @@
 process UNTAR {
     tag "$archive"
-    label 'process_low'
+    label 'process_single'
 
-    conda (params.enable_conda ? "conda-forge::tar=1.32" : null)
+    conda (params.enable_conda ? "conda-forge::sed=4.7" : null)
     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' :
-        'biocontainers/biocontainers:v1.2.0_cv1' }"
+        'https://depot.galaxyproject.org/singularity/ubuntu:20.04' :
+        'ubuntu:20.04' }"
 
     input:
     tuple val(meta), path(archive)
@@ -21,12 +21,29 @@ process UNTAR {
     def args  = task.ext.args ?: ''
     def args2 = task.ext.args2 ?: ''
     untar     = archive.toString() - '.tar.gz'
+
     """
+    mkdir output
+
     tar \\
+        -C output --strip-components 1 \\
         -xzvf \\
         $args \\
         $archive \\
-        $args2 \\
+        $args2
+
+    mv output ${untar}
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        untar: \$(echo \$(tar --version 2>&1) | sed 's/^.*(GNU tar) //; s/ Copyright.*\$//')
+    END_VERSIONS
+    """
+
+    stub:
+    untar     = archive.toString() - '.tar.gz'
+    """
+    touch $untar
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 17c96f1..ccda0d4 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -7,7 +7,7 @@ include { MEGAN_RMA2INFO as MEGAN_RMA2INFO_TSV  } from '../../modules/nf-core/mo
 include { KRAKEN2_KRAKEN2                       } from '../../modules/nf-core/modules/kraken2/kraken2/main'
 include { CENTRIFUGE_CENTRIFUGE                 } from '../../modules/nf-core/modules/centrifuge/centrifuge/main'
 include { CENTRIFUGE_KREPORT                    } from '../../modules/nf-core/modules/centrifuge/kreport/main'
-include { METAPHLAN3                            } from '../../modules/nf-core/modules/metaphlan3/main'
+include { METAPHLAN3                            } from '../../modules/nf-core/modules/metaphlan3/metaphlan3/main'
 include { KAIJU_KAIJU                           } from '../../modules/nf-core/modules/kaiju/kaiju/main'
 include { KAIJU_KAIJU2TABLE                     } from '../../modules/nf-core/modules/kaiju/kaiju2table/main'
 include { DIAMOND_BLASTX                        } from '../../modules/nf-core/modules/diamond/blastx/main'
diff --git a/subworkflows/local/shortread_hostremoval.nf b/subworkflows/local/shortread_hostremoval.nf
index 505f989..c5f15c7 100644
--- a/subworkflows/local/shortread_hostremoval.nf
+++ b/subworkflows/local/shortread_hostremoval.nf
@@ -22,7 +22,7 @@ workflow SHORTREAD_HOSTREMOVAL {
         ch_bowtie2_index = index.first()
     }
 
-    BOWTIE2_ALIGN ( reads, ch_bowtie2_index, true )
+    BOWTIE2_ALIGN ( reads, ch_bowtie2_index, true, false )
     ch_versions      = ch_versions.mix( BOWTIE2_ALIGN.out.versions.first() )
     ch_multiqc_files = ch_multiqc_files.mix( BOWTIE2_ALIGN.out.log )
 
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 2bd6c01..292d50f 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -269,7 +269,7 @@ workflow TAXPROFILER {
 
     // TODO create multiQC module for metaphlan
     MULTIQC (
-        ch_multiqc_files.collect()
+        ch_multiqc_files.collect(), [[], []]
     )
     multiqc_report = MULTIQC.out.report.toList()
     ch_versions    = ch_versions.mix(MULTIQC.out.versions)

From fc26948950266286f24d53e3e1c3f87bb51e4a95 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 8 Sep 2022 12:49:38 +0200
Subject: [PATCH 342/372] Fix MultiQC

---
 conf/test_nothing.config                 |  2 +-
 modules.json                             |  2 +-
 modules/nf-core/modules/multiqc/main.nf  |  3 ++-
 modules/nf-core/modules/multiqc/meta.yml |  7 +++++--
 workflows/taxprofiler.nf                 | 14 ++++++--------
 5 files changed, 15 insertions(+), 13 deletions(-)

diff --git a/conf/test_nothing.config b/conf/test_nothing.config
index 5cd89eb..c0ecece 100644
--- a/conf/test_nothing.config
+++ b/conf/test_nothing.config
@@ -12,7 +12,7 @@
 
 params {
     config_profile_name        = 'Test profile'
-    config_profile_description = 'Minimal test dataset without performing any preprocessing nor profiling to check pipeline function. Useful when you only wish to test a single profiler without having to 'opt-out' of all the others'
+    config_profile_description = "Minimal test dataset without performing any preprocessing nor profiling to check pipeline function. Useful when you only wish to test a single profiler without having to 'opt-out' of all the others"
 
     // Limit resources so that this can run on GitHub Actions
     max_cpus   = 2
diff --git a/modules.json b/modules.json
index ecac44a..5a62e0c 100644
--- a/modules.json
+++ b/modules.json
@@ -115,7 +115,7 @@
                 },
                 "multiqc": {
                     "branch": "master",
-                    "git_sha": "5138acca0985ca01c38a1c4fba917d83772b1106"
+                    "git_sha": "16eee433b87b303bda650131ac5a0b1ad725e166"
                 },
                 "porechop": {
                     "branch": "master",
diff --git a/modules/nf-core/modules/multiqc/main.nf b/modules/nf-core/modules/multiqc/main.nf
index 1e7d6af..c8e6ace 100644
--- a/modules/nf-core/modules/multiqc/main.nf
+++ b/modules/nf-core/modules/multiqc/main.nf
@@ -8,7 +8,8 @@ process MULTIQC {
 
     input:
     path  multiqc_files, stageAs: "?/*"
-    tuple path(multiqc_config), path(multiqc_logo)
+    path(multiqc_config)
+    path(multiqc_logo)
 
     output:
     path "*multiqc_report.html", emit: report
diff --git a/modules/nf-core/modules/multiqc/meta.yml b/modules/nf-core/modules/multiqc/meta.yml
index bf3a27f..a1029f3 100644
--- a/modules/nf-core/modules/multiqc/meta.yml
+++ b/modules/nf-core/modules/multiqc/meta.yml
@@ -12,6 +12,7 @@ tools:
       homepage: https://multiqc.info/
       documentation: https://multiqc.info/docs/
       licence: ["GPL-3.0-or-later"]
+
 input:
   - multiqc_files:
       type: file
@@ -19,12 +20,13 @@ input:
         List of reports / files recognised by MultiQC, for example the html and zip output of FastQC
   - multiqc_config:
       type: file
-      description: Config yml for MultiQC
+      description: Optional config yml for MultiQC
       pattern: "*.{yml,yaml}"
   - multiqc_logo:
       type: file
-      description: Logo file for MultiQC
+      description: Optional logo file for MultiQC
       pattern: "*.{png}"
+
 output:
   - report:
       type: file
@@ -46,3 +48,4 @@ authors:
   - "@abhi18av"
   - "@bunop"
   - "@drpatelh"
+  - "@jfy133"
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 292d50f..8c98595 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -42,8 +42,7 @@ if (params.run_malt && params.run_krona && !params.krona_taxonomy_directory) log
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 */
 
-ch_multiqc_config        = file("$projectDir/assets/multiqc_config.yml", checkIfExists: true)
-ch_multiqc_custom_config = params.multiqc_config ? Channel.fromPath(params.multiqc_config) : Channel.empty()
+ch_multiqc_config   = params.multiqc_config ? file( params.multiqc_config, checkIfExists: true ) : file("$projectDir/assets/multiqc_config.yml", checkIfExists: true)
 
 /*
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -93,7 +92,7 @@ def multiqc_report = []
 workflow TAXPROFILER {
 
     ch_versions = Channel.empty()
-    ch_taxprofiler_logo = Channel.fromPath("$projectDir/docs/images/nf-core-taxprofiler_logo_custom_light.png")
+    ch_multiqc_logo= Channel.fromPath("$projectDir/docs/images/nf-core-taxprofiler_logo_custom_light.png")
 
     /*
         SUBWORKFLOW: Read in samplesheet, validate and stage input files
@@ -241,14 +240,11 @@ workflow TAXPROFILER {
     ch_workflow_summary = Channel.value(workflow_summary)
 
     ch_multiqc_files = Channel.empty()
-    ch_multiqc_files = ch_multiqc_files.mix(Channel.from(ch_multiqc_config))
-    ch_multiqc_files = ch_multiqc_files.mix(ch_multiqc_custom_config.collect().ifEmpty([]))
+
     ch_multiqc_files = ch_multiqc_files.mix(ch_workflow_summary.collectFile(name: 'workflow_summary_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_files = ch_multiqc_files.mix(ch_taxprofiler_logo.ifEmpty([]))
-
     if (params.perform_shortread_qc) {
         ch_multiqc_files = ch_multiqc_files.mix( SHORTREAD_PREPROCESSING.out.mqc.collect{it[1]}.ifEmpty([]) )
     }
@@ -269,7 +265,9 @@ workflow TAXPROFILER {
 
     // TODO create multiQC module for metaphlan
     MULTIQC (
-        ch_multiqc_files.collect(), [[], []]
+        ch_multiqc_files.collect(),
+        ch_multiqc_config,
+        ch_multiqc_logo
     )
     multiqc_report = MULTIQC.out.report.toList()
     ch_versions    = ch_versions.mix(MULTIQC.out.versions)

From 60224e9149b0212aa63d8af0785b71b8c2935224 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 8 Sep 2022 14:25:23 +0200
Subject: [PATCH 343/372] Patch fastp until I have an OK on the module update

---
 modules.json                             |  3 ++-
 modules/nf-core/modules/fastp/fastp.diff | 33 ++++++++++++++++++++++++
 modules/nf-core/modules/fastp/main.nf    |  7 ++---
 3 files changed, 39 insertions(+), 4 deletions(-)
 create mode 100644 modules/nf-core/modules/fastp/fastp.diff

diff --git a/modules.json b/modules.json
index 5a62e0c..3b8cab2 100644
--- a/modules.json
+++ b/modules.json
@@ -43,7 +43,8 @@
                 },
                 "fastp": {
                     "branch": "master",
-                    "git_sha": "7e8ad566883449e7939062b5e2bcf53fc1e0002f"
+                    "git_sha": "7e8ad566883449e7939062b5e2bcf53fc1e0002f",
+                    "patch": "modules/nf-core/modules/fastp/fastp.diff"
                 },
                 "fastqc": {
                     "branch": "master",
diff --git a/modules/nf-core/modules/fastp/fastp.diff b/modules/nf-core/modules/fastp/fastp.diff
new file mode 100644
index 0000000..a05d486
--- /dev/null
+++ b/modules/nf-core/modules/fastp/fastp.diff
@@ -0,0 +1,33 @@
+Changes in module 'nf-core/modules/fastp'
+--- modules/nf-core/modules/fastp/main.nf
++++ modules/nf-core/modules/fastp/main.nf
+@@ -33,9 +33,8 @@
+         def fail_fastq = save_trimmed_fail ? "--failed_out ${prefix}.fail.fastq.gz" : ''
+         """
+         [ ! -f  ${prefix}.fastq.gz ] && ln -sf $reads ${prefix}.fastq.gz
+-        cat ${prefix}.fastq.gz \\
+-        | fastp \\
+-            --stdin \\
++        
++        fastp \\
+             --stdout \\
+             --in1 ${prefix}.fastq.gz \\
+             --thread $task.cpus \\
+@@ -45,6 +44,7 @@
+             $args \\
+             2> ${prefix}.fastp.log \\
+         | gzip -c > ${prefix}.fastp.fastq.gz
++
+         cat <<-END_VERSIONS > versions.yml
+         "${task.process}":
+             fastp: \$(fastp --version 2>&1 | sed -e "s/fastp //g")
+@@ -69,6 +69,7 @@
+             --detect_adapter_for_pe \\
+             $args \\
+             2> ${prefix}.fastp.log
++            
+ 
+         cat <<-END_VERSIONS > versions.yml
+         "${task.process}":
+
+************************************************************
diff --git a/modules/nf-core/modules/fastp/main.nf b/modules/nf-core/modules/fastp/main.nf
index d9134e1..abbdbad 100644
--- a/modules/nf-core/modules/fastp/main.nf
+++ b/modules/nf-core/modules/fastp/main.nf
@@ -33,9 +33,8 @@ process FASTP {
         def fail_fastq = save_trimmed_fail ? "--failed_out ${prefix}.fail.fastq.gz" : ''
         """
         [ ! -f  ${prefix}.fastq.gz ] && ln -sf $reads ${prefix}.fastq.gz
-        cat ${prefix}.fastq.gz \\
-        | fastp \\
-            --stdin \\
+        
+        fastp \\
             --stdout \\
             --in1 ${prefix}.fastq.gz \\
             --thread $task.cpus \\
@@ -45,6 +44,7 @@ process FASTP {
             $args \\
             2> ${prefix}.fastp.log \\
         | gzip -c > ${prefix}.fastp.fastq.gz
+
         cat <<-END_VERSIONS > versions.yml
         "${task.process}":
             fastp: \$(fastp --version 2>&1 | sed -e "s/fastp //g")
@@ -69,6 +69,7 @@ process FASTP {
             --detect_adapter_for_pe \\
             $args \\
             2> ${prefix}.fastp.log
+            
 
         cat <<-END_VERSIONS > versions.yml
         "${task.process}":

From f087136ec94d293710519c0a3205819a12d95453 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 9 Sep 2022 11:12:47 +0200
Subject: [PATCH 344/372] use proper working FASTP module

---
 modules.json                             |  2 +-
 modules/nf-core/modules/fastp/fastp.diff | 33 ------------------------
 modules/nf-core/modules/fastp/main.nf    | 30 ++++++++++++++++-----
 modules/nf-core/modules/fastp/meta.yml   |  3 ++-
 4 files changed, 27 insertions(+), 41 deletions(-)
 delete mode 100644 modules/nf-core/modules/fastp/fastp.diff

diff --git a/modules.json b/modules.json
index 3b8cab2..7e7ea07 100644
--- a/modules.json
+++ b/modules.json
@@ -43,7 +43,7 @@
                 },
                 "fastp": {
                     "branch": "master",
-                    "git_sha": "7e8ad566883449e7939062b5e2bcf53fc1e0002f",
+                    "git_sha": "2c70c1c1951aaf884d2e8d8d9c871db79f7b35aa",
                     "patch": "modules/nf-core/modules/fastp/fastp.diff"
                 },
                 "fastqc": {
diff --git a/modules/nf-core/modules/fastp/fastp.diff b/modules/nf-core/modules/fastp/fastp.diff
deleted file mode 100644
index a05d486..0000000
--- a/modules/nf-core/modules/fastp/fastp.diff
+++ /dev/null
@@ -1,33 +0,0 @@
-Changes in module 'nf-core/modules/fastp'
---- modules/nf-core/modules/fastp/main.nf
-+++ modules/nf-core/modules/fastp/main.nf
-@@ -33,9 +33,8 @@
-         def fail_fastq = save_trimmed_fail ? "--failed_out ${prefix}.fail.fastq.gz" : ''
-         """
-         [ ! -f  ${prefix}.fastq.gz ] && ln -sf $reads ${prefix}.fastq.gz
--        cat ${prefix}.fastq.gz \\
--        | fastp \\
--            --stdin \\
-+        
-+        fastp \\
-             --stdout \\
-             --in1 ${prefix}.fastq.gz \\
-             --thread $task.cpus \\
-@@ -45,6 +44,7 @@
-             $args \\
-             2> ${prefix}.fastp.log \\
-         | gzip -c > ${prefix}.fastp.fastq.gz
-+
-         cat <<-END_VERSIONS > versions.yml
-         "${task.process}":
-             fastp: \$(fastp --version 2>&1 | sed -e "s/fastp //g")
-@@ -69,6 +69,7 @@
-             --detect_adapter_for_pe \\
-             $args \\
-             2> ${prefix}.fastp.log
-+            
- 
-         cat <<-END_VERSIONS > versions.yml
-         "${task.process}":
-
-************************************************************
diff --git a/modules/nf-core/modules/fastp/main.nf b/modules/nf-core/modules/fastp/main.nf
index abbdbad..11ea4db 100644
--- a/modules/nf-core/modules/fastp/main.nf
+++ b/modules/nf-core/modules/fastp/main.nf
@@ -26,14 +26,14 @@ process FASTP {
 
     script:
     def args = task.ext.args ?: ''
-    // Added soft-links to original fastqs for consistent naming in MultiQC
     def prefix = task.ext.prefix ?: "${meta.id}"
+    def fail_fastq = save_trimmed_fail && meta.single_end ? "--failed_out ${prefix}.fail.fastq.gz" : save_trimmed_fail && !meta.single_end ? "--unpaired1 ${prefix}_1.fail.fastq.gz --unpaired2 ${prefix}_2.fail.fastq.gz" : ''
+    // Added soft-links to original fastqs for consistent naming in MultiQC
     // Use single ended for interleaved. Add --interleaved_in in config.
-    if (meta.single_end) {
-        def fail_fastq = save_trimmed_fail ? "--failed_out ${prefix}.fail.fastq.gz" : ''
+    if ( task.ext.args?.contains('--interleaved_in') ) {
         """
         [ ! -f  ${prefix}.fastq.gz ] && ln -sf $reads ${prefix}.fastq.gz
-        
+
         fastp \\
             --stdout \\
             --in1 ${prefix}.fastq.gz \\
@@ -45,13 +45,32 @@ process FASTP {
             2> ${prefix}.fastp.log \\
         | gzip -c > ${prefix}.fastp.fastq.gz
 
+        cat <<-END_VERSIONS > versions.yml
+        "${task.process}":
+            fastp: \$(fastp --version 2>&1 | sed -e "s/fastp //g")
+        END_VERSIONS
+        """
+    } else if (meta.single_end) {
+        """
+        [ ! -f  ${prefix}.fastq.gz ] && ln -sf $reads ${prefix}.fastq.gz
+
+        fastp \\
+            --stdout \\
+            --in1 ${prefix}.fastq.gz \\
+            --out1  ${prefix}.fastp.fastq.gz \\
+            --thread $task.cpus \\
+            --json ${prefix}.fastp.json \\
+            --html ${prefix}.fastp.html \\
+            $fail_fastq \\
+            $args \\
+            2> ${prefix}.fastp.log
+
         cat <<-END_VERSIONS > versions.yml
         "${task.process}":
             fastp: \$(fastp --version 2>&1 | sed -e "s/fastp //g")
         END_VERSIONS
         """
     } else {
-        def fail_fastq  = save_trimmed_fail ? "--unpaired1 ${prefix}_1.fail.fastq.gz --unpaired2 ${prefix}_2.fail.fastq.gz" : ''
         def merge_fastq = save_merged ? "-m --merged_out ${prefix}.merged.fastq.gz" : ''
         """
         [ ! -f  ${prefix}_1.fastq.gz ] && ln -sf ${reads[0]} ${prefix}_1.fastq.gz
@@ -69,7 +88,6 @@ process FASTP {
             --detect_adapter_for_pe \\
             $args \\
             2> ${prefix}.fastp.log
-            
 
         cat <<-END_VERSIONS > versions.yml
         "${task.process}":
diff --git a/modules/nf-core/modules/fastp/meta.yml b/modules/nf-core/modules/fastp/meta.yml
index 598c336..2368fde 100644
--- a/modules/nf-core/modules/fastp/meta.yml
+++ b/modules/nf-core/modules/fastp/meta.yml
@@ -21,7 +21,8 @@ input:
       type: file
       description: |
         List of input FastQ files of size 1 and 2 for single-end and paired-end data,
-        respectively.
+        respectively. If you wish to run interleaved paired-end data,  supply as single-end data
+        but with `--interleaved_in` in your `modules.conf`'s `ext.args` for the module.
   - save_trimmed_fail:
       type: boolean
       description: Specify true to save files that failed to pass trimming thresholds ending in `*.fail.fastq.gz`

From b28052f1eca545c98a578f43f593382d913b00e2 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 9 Sep 2022 11:15:25 +0200
Subject: [PATCH 345/372] Remove patch from modules.json

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

diff --git a/modules.json b/modules.json
index 7e7ea07..385149a 100644
--- a/modules.json
+++ b/modules.json
@@ -43,8 +43,7 @@
                 },
                 "fastp": {
                     "branch": "master",
-                    "git_sha": "2c70c1c1951aaf884d2e8d8d9c871db79f7b35aa",
-                    "patch": "modules/nf-core/modules/fastp/fastp.diff"
+                    "git_sha": "2c70c1c1951aaf884d2e8d8d9c871db79f7b35aa"
                 },
                 "fastqc": {
                     "branch": "master",

From a764bc4807fbd7771de6868977d522bd2b7faa5e Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 9 Sep 2022 13:57:06 +0200
Subject: [PATCH 346/372] Start works - need updated module though t have meta

---
 conf/modules.config                           | 11 +++++-
 modules.json                                  |  4 +++
 .../metaphlan3/mergemetaphlantables/main.nf   | 33 ++++++++++++++++++
 .../metaphlan3/mergemetaphlantables/meta.yml  | 34 +++++++++++++++++++
 .../local/standardisation_profiles.nf         | 21 ++++++++++--
 5 files changed, 100 insertions(+), 3 deletions(-)
 create mode 100644 modules/nf-core/modules/metaphlan3/mergemetaphlantables/main.nf
 create mode 100644 modules/nf-core/modules/metaphlan3/mergemetaphlantables/meta.yml

diff --git a/conf/modules.config b/conf/modules.config
index e367a67..d4bd038 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -327,7 +327,7 @@ process {
         ]
     }
 
-    withName: METAPHLAN3 {
+    withName: METAPHLAN3_METAPHLAN3 {
         ext.args = { "${meta.db_params}" }
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
@@ -337,6 +337,15 @@ process {
         ]
     }
 
+    withName: METAPHLAN3_MERGEMETAPHLANTABLES {
+        ext.prefix = { "${meta.id}_combined_reports" }
+        publishDir = [
+            path: { "${params.outdir}/metaphlan3/" },
+            mode: params.publish_dir_mode,
+            pattern: '*.{txt}'
+        ]
+    }
+
     withName: CENTRIFUGE_CENTRIFUGE {
         publishDir = [
             path: { "${params.outdir}/centrifuge/${meta.db_name}/" },
diff --git a/modules.json b/modules.json
index 3b8cab2..cbbae85 100644
--- a/modules.json
+++ b/modules.json
@@ -94,6 +94,10 @@
                     "branch": "master",
                     "git_sha": "2d38566eca4cc15142b2ffa7c11837569b39aece"
                 },
+                "metaphlan3/mergemetaphlantables": {
+                    "branch": "master",
+                    "git_sha": "940d7fe9d63962e0e2ba0987e2893fb0aff832e3"
+                },
                 "metaphlan3/metaphlan3": {
                     "branch": "master",
                     "git_sha": "940d7fe9d63962e0e2ba0987e2893fb0aff832e3"
diff --git a/modules/nf-core/modules/metaphlan3/mergemetaphlantables/main.nf b/modules/nf-core/modules/metaphlan3/mergemetaphlantables/main.nf
new file mode 100644
index 0000000..6fd05e3
--- /dev/null
+++ b/modules/nf-core/modules/metaphlan3/mergemetaphlantables/main.nf
@@ -0,0 +1,33 @@
+process METAPHLAN3_MERGEMETAPHLANTABLES {
+    label 'process_single'
+
+    conda (params.enable_conda ? 'bioconda::metaphlan=3.0.12' : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/metaphlan:3.0.12--pyhb7b1952_0' :
+        'quay.io/biocontainers/metaphlan:3.0.12--pyhb7b1952_0' }"
+
+    input:
+    path(profiles)
+
+    output:
+    tuple path("${prefix}.txt") , emit: txt
+    path "versions.yml" , emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    prefix = task.ext.prefix ?: "merged_abundance_table"
+    """
+    merge_metaphlan_tables.py \\
+        $args \\
+        -o ${prefix}.txt \\
+        ${profiles}
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        metaphlan3: \$(metaphlan --version 2>&1 | awk '{print \$3}')
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/metaphlan3/mergemetaphlantables/meta.yml b/modules/nf-core/modules/metaphlan3/mergemetaphlantables/meta.yml
new file mode 100644
index 0000000..c94be25
--- /dev/null
+++ b/modules/nf-core/modules/metaphlan3/mergemetaphlantables/meta.yml
@@ -0,0 +1,34 @@
+name: "metaphlan3_mergemetaphlantables"
+description: Merges output abundance tables from MetaPhlAn3
+keywords:
+  - metagenomics
+  - classification
+  - merge
+  - table
+  - profiles
+tools:
+  - metaphlan3:
+      description: Identify clades (phyla to species) present in the metagenome obtained from a microbiome sample and their relative abundance
+      homepage: https://huttenhower.sph.harvard.edu/metaphlan/
+      documentation: https://github.com/biobakery/MetaPhlAn
+      doi: "10.7554/eLife.65088"
+      licence: ["MIT License"]
+
+input:
+  - profiles:
+      type: file
+      description: List of per-sample MetaPhlAn3 taxonomic abundance tables
+      pattern: "*"
+
+output:
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+  - txt:
+      type: txt
+      description: Combined MetaPhlAn3 table
+      pattern: "*.txt"
+
+authors:
+  - "@jfy133"
diff --git a/subworkflows/local/standardisation_profiles.nf b/subworkflows/local/standardisation_profiles.nf
index 8be6020..6d404be 100644
--- a/subworkflows/local/standardisation_profiles.nf
+++ b/subworkflows/local/standardisation_profiles.nf
@@ -2,8 +2,9 @@
 // Standardise output files e.g. aggregation
 //
 
-include { KAIJU_KAIJU2TABLE                     } from '../../modules/nf-core/modules/kaiju/kaiju2table/main'
-include { MOTUS_MERGE } from '../../modules/nf-core/modules/motus/merge/main'
+include { KAIJU_KAIJU2TABLE               } from '../../modules/nf-core/modules/kaiju/kaiju2table/main'
+include { MOTUS_MERGE                     } from '../../modules/nf-core/modules/motus/merge/main'
+include { METAPHLAN3_MERGEMETAPHLANTABLES } from '../../modules/nf-core/modules/metaphlan3/mergemetaphlantables/main'
 
 workflow STANDARDISATION_PROFILES {
     take:
@@ -23,6 +24,7 @@ workflow STANDARDISATION_PROFILES {
     ch_input_profiles = profiles
         .branch {
             motus: it[0]['tool'] == 'motus'
+            metaphlan3: it[0]['tool'] == 'metaphlan3'
             unknown: true
         }
 
@@ -58,6 +60,21 @@ workflow STANDARDISATION_PROFILES {
     ch_multiqc_files = ch_multiqc_files.mix( KAIJU_KAIJU2TABLE.out.summary )
     ch_versions = ch_versions.mix( KAIJU_KAIJU2TABLE.out.versions )
 
+    // MetaPhlAn3
+    ch_profiles_for_metaphlan3 = ch_input_profiles.metaphlan3
+                            .map { [it[0]['db_name'], it[1]] }
+                            .groupTuple()
+                            .map {
+                                [it[1]]
+                            }
+
+    METAPHLAN3_MERGEMETAPHLANTABLES ( ch_profiles_for_metaphlan3 )
+    ch_standardised_tables = ch_standardised_tables.mix( METAPHLAN3_MERGEMETAPHLANTABLES.out.txt )
+    ch_multiqc_files = ch_multiqc_files.mix( METAPHLAN3_MERGEMETAPHLANTABLES.out.txt )
+    ch_versions = ch_versions.mix( METAPHLAN3_MERGEMETAPHLANTABLES.out.versions )
+
+    // mOTUs
+
     // mOTUs has a 'single' database, and cannot create custom ones.
     // Therefore removing db info here, and publish merged at root mOTUs results
     // directory

From c8dbf5be47b388d9b711859c820d2c9fd1c5f6ef Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 13 Sep 2022 15:47:28 +0200
Subject: [PATCH 347/372] Adds KRAKEN_COMBINEKREPORTS for 'native' multi-sample
 OTU

---
 conf/modules.config                           |  9 ++++
 modules.json                                  |  4 ++
 .../krakentools/combinekreports/main.nf       | 34 +++++++++++++++
 .../krakentools/combinekreports/meta.yml      | 43 +++++++++++++++++++
 .../local/standardisation_profiles.nf         | 19 +++++++-
 5 files changed, 108 insertions(+), 1 deletion(-)
 create mode 100644 modules/nf-core/modules/krakentools/combinekreports/main.nf
 create mode 100644 modules/nf-core/modules/krakentools/combinekreports/meta.yml

diff --git a/conf/modules.config b/conf/modules.config
index e367a67..f31eff5 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -294,6 +294,15 @@ process {
         ]
     }
 
+    withName: KRAKENTOOLS_COMBINEKREPORTS {
+        ext.prefix = { "${meta.id}_combined_reports" }
+        publishDir = [
+            path: { "${params.outdir}/kraken2/" },
+            mode: params.publish_dir_mode,
+            pattern: '*.{txt}'
+        ]
+    }
+
     withName: KRONA_CLEANUP {
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
diff --git a/modules.json b/modules.json
index 385149a..aa358fc 100644
--- a/modules.json
+++ b/modules.json
@@ -73,6 +73,10 @@
                     "branch": "master",
                     "git_sha": "409a308ba46284d8ebb48c2c1befd6f6433db3f7"
                 },
+                "krakentools/combinekreports": {
+                    "branch": "master",
+                    "git_sha": "ee0346b4d14ffdc15ce7e093ca1363cd07c9bd78"
+                },
                 "krakentools/kreport2krona": {
                     "branch": "master",
                     "git_sha": "233fa70811a03a4cecb2ece483b5c8396e2cee1d"
diff --git a/modules/nf-core/modules/krakentools/combinekreports/main.nf b/modules/nf-core/modules/krakentools/combinekreports/main.nf
new file mode 100644
index 0000000..849f39c
--- /dev/null
+++ b/modules/nf-core/modules/krakentools/combinekreports/main.nf
@@ -0,0 +1,34 @@
+process KRAKENTOOLS_COMBINEKREPORTS {
+    label 'process_low'
+
+    conda (params.enable_conda ? "bioconda::krakentools=1.2" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://depot.galaxyproject.org/singularity/krakentools:1.2--pyh5e36f6f_0':
+        'quay.io/biocontainers/krakentools:1.2--pyh5e36f6f_0' }"
+
+    input:
+    tuple val(meta), path(kreports)
+
+    output:
+    tuple val(meta), path("*.txt"), emit: txt
+    path "versions.yml", emit: versions
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    prefix = task.ext.prefix ?: "${meta.id}"
+    def VERSION = '1.2' // WARN: Version information not provided by tool on CLI. Please update this string when bumping container versions.
+    """
+    combine_kreports.py \\
+        -r ${kreports} \\
+        -o ${prefix}.txt \\
+        ${args}
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        combine_kreports.py: ${VERSION}
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/krakentools/combinekreports/meta.yml b/modules/nf-core/modules/krakentools/combinekreports/meta.yml
new file mode 100644
index 0000000..213fc8c
--- /dev/null
+++ b/modules/nf-core/modules/krakentools/combinekreports/meta.yml
@@ -0,0 +1,43 @@
+name: krakentools_combinekreports
+description: Takes a Kraken report file and prints out a krona-compatible TEXT file
+keywords:
+  - kraken
+  - krakentools
+  - metagenomics
+  - table
+  - combining
+  - merging
+tools:
+  - krakentools:
+      description: KrakenTools is a suite of scripts to be used for post-analysis of Kraken/KrakenUniq/Kraken2/Bracken results. Please cite the relevant paper if using KrakenTools with any of the listed programs.
+      homepage: https://github.com/jenniferlu717/KrakenTools
+      licence: ["GPL v3"]
+
+input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
+  - kreports:
+      type: file
+      description: List of kraken-style report files
+      pattern: "*.{txt,kreport}"
+
+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"
+  - txt:
+      type: file
+      description: Combined kreport file of all input files
+      pattern: "*.txt"
+
+authors:
+  - "@jfy133"
diff --git a/subworkflows/local/standardisation_profiles.nf b/subworkflows/local/standardisation_profiles.nf
index 8be6020..14fb718 100644
--- a/subworkflows/local/standardisation_profiles.nf
+++ b/subworkflows/local/standardisation_profiles.nf
@@ -3,7 +3,8 @@
 //
 
 include { KAIJU_KAIJU2TABLE                     } from '../../modules/nf-core/modules/kaiju/kaiju2table/main'
-include { MOTUS_MERGE } from '../../modules/nf-core/modules/motus/merge/main'
+include { KRAKENTOOLS_COMBINEKREPORTS           } from '../../modules/nf-core/modules/krakentools/combinekreports/main'
+include { MOTUS_MERGE                           } from '../../modules/nf-core/modules/motus/merge/main'
 
 workflow STANDARDISATION_PROFILES {
     take:
@@ -23,6 +24,7 @@ workflow STANDARDISATION_PROFILES {
     ch_input_profiles = profiles
         .branch {
             motus: it[0]['tool'] == 'motus'
+            kraken2: it[0]['tool'] == 'kraken2'
             unknown: true
         }
 
@@ -58,6 +60,21 @@ workflow STANDARDISATION_PROFILES {
     ch_multiqc_files = ch_multiqc_files.mix( KAIJU_KAIJU2TABLE.out.summary )
     ch_versions = ch_versions.mix( KAIJU_KAIJU2TABLE.out.versions )
 
+    // Kraken2
+
+    // Collect and replace id for db_name for prefix
+    ch_profiles_for_kraken2 = ch_input_profiles.kraken2
+                                .map { [it[0]['db_name'], it[1]] }
+                                .groupTuple(sort: {-it.size()} )
+                                .map {
+                                    [[id:it[0]], it[1]]
+                                }
+
+    KRAKENTOOLS_COMBINEKREPORTS ( ch_profiles_for_kraken2 )
+    ch_standardised_tables = ch_standardised_tables.mix( KRAKENTOOLS_COMBINEKREPORTS.out.txt )
+    ch_multiqc_files = ch_multiqc_files.mix( KRAKENTOOLS_COMBINEKREPORTS.out.txt )
+    ch_versions = ch_versions.mix( KRAKENTOOLS_COMBINEKREPORTS.out.versions )
+
     // mOTUs has a 'single' database, and cannot create custom ones.
     // Therefore removing db info here, and publish merged at root mOTUs results
     // directory

From c6645082409f633368a18eaa2a7159971b8b104c Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <91951607+sofstam@users.noreply.github.com>
Date: Tue, 13 Sep 2022 15:56:06 +0200
Subject: [PATCH 348/372] Update usage.md

---
 docs/usage.md | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/docs/usage.md b/docs/usage.md
index 3971c58..3ab6237 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -410,3 +410,9 @@ We recommend adding the following line to your environment to limit this (typica
 ```bash
 NXF_OPTS='-Xms1g -Xmx4g'
 ```
+
+## Troubleshooting and FAQs
+
+### I get a warning during centrifuge_kreport process when running taxprofiler on a minimal dataset.
+
+When a sample has no hits, `centrifuge` classifier exits with exit code `255`. The pipeline does not fail and this is provided as a `WARN`.

From 05e9d92444d4689c172d2df3176bf180482fa5aa Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 13 Sep 2022 16:47:19 +0200
Subject: [PATCH 349/372] Add centrigue kreports

---
 conf/modules.config                           | 13 +++++++--
 .../local/standardisation_profiles.nf         | 27 ++++++++++++++++---
 2 files changed, 35 insertions(+), 5 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index f31eff5..2dd163f 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -295,7 +295,7 @@ process {
     }
 
     withName: KRAKENTOOLS_COMBINEKREPORTS {
-        ext.prefix = { "${meta.id}_combined_reports" }
+        ext.prefix = { "kraken2_${meta.id}_combined_reports" }
         publishDir = [
             path: { "${params.outdir}/kraken2/" },
             mode: params.publish_dir_mode,
@@ -367,6 +367,15 @@ process {
         ]
     }
 
+    withName: KRAKENTOOLS_COMBINEKREPORTS_CENTRIFUGE {
+        ext.prefix = { "centrifuge_${meta.id}_combined_reports" }
+        publishDir = [
+            path: { "${params.outdir}/centrifuge/" },
+            mode: params.publish_dir_mode,
+            pattern: '*.{txt}'
+        ]
+    }
+
     withName: KAIJU_KAIJU {
         ext.prefix = params.perform_runmerging ? { "${meta.id}-${meta.db_name}" } : { "${meta.id}-${meta.run_accession}-${meta.db_name}" }
         publishDir = [
@@ -378,7 +387,7 @@ process {
     }
 
     withName: KAIJU_KAIJU2TABLE {
-        ext.prefix = { "${meta.id}_combined_reports" }
+        ext.prefix = { "kaiju_${meta.id}_combined_reports" }
         publishDir = [
             path: { "${params.outdir}/kaiju/" },
             mode: params.publish_dir_mode,
diff --git a/subworkflows/local/standardisation_profiles.nf b/subworkflows/local/standardisation_profiles.nf
index 14fb718..269a22c 100644
--- a/subworkflows/local/standardisation_profiles.nf
+++ b/subworkflows/local/standardisation_profiles.nf
@@ -2,9 +2,10 @@
 // Standardise output files e.g. aggregation
 //
 
-include { KAIJU_KAIJU2TABLE                     } from '../../modules/nf-core/modules/kaiju/kaiju2table/main'
-include { KRAKENTOOLS_COMBINEKREPORTS           } from '../../modules/nf-core/modules/krakentools/combinekreports/main'
-include { MOTUS_MERGE                           } from '../../modules/nf-core/modules/motus/merge/main'
+include { KRAKENTOOLS_COMBINEKREPORTS as KRAKENTOOLS_COMBINEKREPORTS_CENTRIFUGE } from '../../modules/nf-core/modules/krakentools/combinekreports/main'
+include { KAIJU_KAIJU2TABLE                                                     } from '../../modules/nf-core/modules/kaiju/kaiju2table/main'
+include { KRAKENTOOLS_COMBINEKREPORTS                                           } from '../../modules/nf-core/modules/krakentools/combinekreports/main'
+include { MOTUS_MERGE                                                           } from '../../modules/nf-core/modules/motus/merge/main'
 
 workflow STANDARDISATION_PROFILES {
     take:
@@ -25,6 +26,7 @@ workflow STANDARDISATION_PROFILES {
         .branch {
             motus: it[0]['tool'] == 'motus'
             kraken2: it[0]['tool'] == 'kraken2'
+            centrifuge: it[0]['tool'] == 'centrifuge'
             unknown: true
         }
 
@@ -45,6 +47,23 @@ workflow STANDARDISATION_PROFILES {
         Standardise and aggregate
     */
 
+        // CENTRIFUGE
+
+    // Collect and replace id for db_name for prefix
+    // Have to sort by size to ensure first file actually has hits otherwise
+    // the script fails
+    ch_profiles_for_centrifuge = ch_input_profiles.centrifuge
+                                .map { [it[0]['db_name'], it[1]] }
+                                .groupTuple(sort: {-it.size()} )
+                                .map {
+                                    [[id:it[0]], it[1]]
+                                }
+
+    KRAKENTOOLS_COMBINEKREPORTS_CENTRIFUGE ( ch_profiles_for_centrifuge )
+    ch_standardised_tables = ch_standardised_tables.mix( KRAKENTOOLS_COMBINEKREPORTS_CENTRIFUGE.out.txt )
+    ch_multiqc_files = ch_multiqc_files.mix( KRAKENTOOLS_COMBINEKREPORTS_CENTRIFUGE.out.txt )
+    ch_versions = ch_versions.mix( KRAKENTOOLS_COMBINEKREPORTS_CENTRIFUGE.out.versions )
+
     // Kaiju
 
     // Collect and replace id for db_name for prefix
@@ -63,6 +82,8 @@ workflow STANDARDISATION_PROFILES {
     // Kraken2
 
     // Collect and replace id for db_name for prefix
+    // Have to sort by size to ensure first file actually has hits otherwise
+    // the script fails
     ch_profiles_for_kraken2 = ch_input_profiles.kraken2
                                 .map { [it[0]['db_name'], it[1]] }
                                 .groupTuple(sort: {-it.size()} )

From 0072c29a6f963be7396a9b5fee7edec67bfb83f0 Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <91951607+sofstam@users.noreply.github.com>
Date: Tue, 13 Sep 2022 18:12:14 +0200
Subject: [PATCH 350/372] Update docs/usage.md

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 docs/usage.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/usage.md b/docs/usage.md
index 3ab6237..ead0ea2 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -413,6 +413,6 @@ NXF_OPTS='-Xms1g -Xmx4g'
 
 ## Troubleshooting and FAQs
 
-### I get a warning during centrifuge_kreport process when running taxprofiler on a minimal dataset.
+### I get a warning during centrifuge_kreport process with exit status 255.
 
 When a sample has no hits, `centrifuge` classifier exits with exit code `255`. The pipeline does not fail and this is provided as a `WARN`.

From ded6d7ab1f5b595b10cdaf6c5d68b00a30500e18 Mon Sep 17 00:00:00 2001
From: Sofia Stamouli <91951607+sofstam@users.noreply.github.com>
Date: Tue, 13 Sep 2022 18:13:00 +0200
Subject: [PATCH 351/372] Update docs/usage.md

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 docs/usage.md | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/docs/usage.md b/docs/usage.md
index ead0ea2..8ae5257 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -415,4 +415,8 @@ NXF_OPTS='-Xms1g -Xmx4g'
 
 ### I get a warning during centrifuge_kreport process with exit status 255.
 
-When a sample has no hits, `centrifuge` classifier exits with exit code `255`. The pipeline does not fail and this is provided as a `WARN`.
+When a sample has insufficient hits for abundance estimation, the resulting `report.txt` file will be empty.
+
+When trying to convert this to a kraken-style report, the conversion tool will exit with a status code `255`, and provide a `WARN`.
+
+This is **not** an error nor a failure of the pipeline, just your sample has no hits to the provided database when using centrifuge.

From abbbf9c7ab7eb6ead310bbe9a47706b933c00ac2 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Wed, 14 Sep 2022 11:16:28 +0200
Subject: [PATCH 352/372] Update to use tar module compatible for our test
 databases

---
 modules.json                           |  6 +++---
 modules/nf-core/modules/untar/main.nf  | 23 +++++++++++++++++------
 modules/nf-core/modules/untar/meta.yml |  8 +++++---
 3 files changed, 25 insertions(+), 12 deletions(-)

diff --git a/modules.json b/modules.json
index aa358fc..c503b74 100644
--- a/modules.json
+++ b/modules.json
@@ -107,7 +107,7 @@
                 },
                 "minimap2/index": {
                     "branch": "master",
-                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+                    "git_sha": "73e062cf5e0ef346f65d73009b1b656299359fc5"
                 },
                 "motus/merge": {
                     "branch": "master",
@@ -119,7 +119,7 @@
                 },
                 "multiqc": {
                     "branch": "master",
-                    "git_sha": "16eee433b87b303bda650131ac5a0b1ad725e166"
+                    "git_sha": "5587389874dac9c9953a2ab6f01d49af81969492"
                 },
                 "porechop": {
                     "branch": "master",
@@ -139,7 +139,7 @@
                 },
                 "untar": {
                     "branch": "master",
-                    "git_sha": "5e7b1ef9a5a2d9258635bcbf70fcf37dacd1b247"
+                    "git_sha": "393dbd6ddafe3f18eac02893dd4a21e4d45de679"
                 }
             }
         }
diff --git a/modules/nf-core/modules/untar/main.nf b/modules/nf-core/modules/untar/main.nf
index 4128652..007871b 100644
--- a/modules/nf-core/modules/untar/main.nf
+++ b/modules/nf-core/modules/untar/main.nf
@@ -25,12 +25,23 @@ process UNTAR {
     """
     mkdir output
 
-    tar \\
-        -C output --strip-components 1 \\
-        -xzvf \\
-        $args \\
-        $archive \\
-        $args2
+    ## Ensures --strip-components only applied when top level of tar contents is a directory
+    ## If just files or multiple directories, place all in output
+    if [[ \$(tar -tzf ${archive} | grep "/\$" | wc -l) -eq 1 ]]; then
+        tar \\
+            -C output --strip-components 1 \\
+            -xzvf \\
+            $args \\
+            $archive \\
+            $args2
+    else
+        tar \\
+            -C output \\
+            -xzvf \\
+            $args \\
+            $archive \\
+            $args2
+    fi
 
     mv output ${untar}
 
diff --git a/modules/nf-core/modules/untar/meta.yml b/modules/nf-core/modules/untar/meta.yml
index d426919..ea7a3f3 100644
--- a/modules/nf-core/modules/untar/meta.yml
+++ b/modules/nf-core/modules/untar/meta.yml
@@ -26,9 +26,9 @@ output:
         Groovy Map containing sample information
         e.g. [ id:'test', single_end:false ]
   - untar:
-      type: file
-      description:
-      pattern: "*.*"
+      type: directory
+      description: Directory containing contents of archive
+      pattern: "*/"
   - versions:
       type: file
       description: File containing software versions
@@ -36,3 +36,5 @@ output:
 authors:
   - "@joseespinosa"
   - "@drpatelh"
+  - "@matthdsm"
+  - "@jfy133"

From 5414ae2e554c834269573ea7c792fd4f5147ee3f Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Wed, 14 Sep 2022 11:20:40 +0200
Subject: [PATCH 353/372] Apply suggestions from code review

---
 modules.json | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/modules.json b/modules.json
index c503b74..242e8e8 100644
--- a/modules.json
+++ b/modules.json
@@ -107,7 +107,7 @@
                 },
                 "minimap2/index": {
                     "branch": "master",
-                    "git_sha": "73e062cf5e0ef346f65d73009b1b656299359fc5"
+                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
                 },
                 "motus/merge": {
                     "branch": "master",
@@ -119,7 +119,7 @@
                 },
                 "multiqc": {
                     "branch": "master",
-                    "git_sha": "5587389874dac9c9953a2ab6f01d49af81969492"
+                    "git_sha": "16eee433b87b303bda650131ac5a0b1ad725e166"
                 },
                 "porechop": {
                     "branch": "master",

From 5f3eee9a4a2115c5b7e55fdddedad39c540d2cfb Mon Sep 17 00:00:00 2001
From: Rafal Stepien <rstepien095@gmail.com>
Date: Tue, 16 Aug 2022 15:46:22 -0400
Subject: [PATCH 354/372] Add working version of PEP-nf-core integration

---
 README.md                                     |   6 +-
 assets/samplesheet_schema.yaml                |  55 ++++
 bin/check_samplesheet.py                      | 236 ------------------
 bin/detect_reads.py                           | 125 ++++++++++
 conf/test.config                              |   6 +
 conf/test_pep.config                          |  50 ++++
 docs/usage.md                                 |   3 +
 lib/WorkflowMain.groovy                       |   2 +-
 modules.json                                  |   8 +
 modules/local/samplesheet_check.nf            |   6 +-
 modules/nf-core/modules/eido/convert/main.nf  |  37 +++
 modules/nf-core/modules/eido/convert/meta.yml |  36 +++
 modules/nf-core/modules/eido/validate/main.nf |  32 +++
 .../nf-core/modules/eido/validate/meta.yml    |  38 +++
 nextflow.config                               |   2 +
 nextflow_schema.json                          |   7 +-
 subworkflows/local/input_check.nf             |   9 +-
 workflows/taxprofiler.nf                      |  23 +-
 18 files changed, 434 insertions(+), 247 deletions(-)
 create mode 100644 assets/samplesheet_schema.yaml
 delete mode 100755 bin/check_samplesheet.py
 create mode 100644 bin/detect_reads.py
 create mode 100644 conf/test_pep.config
 create mode 100644 modules/nf-core/modules/eido/convert/main.nf
 create mode 100644 modules/nf-core/modules/eido/convert/meta.yml
 create mode 100644 modules/nf-core/modules/eido/validate/main.nf
 create mode 100644 modules/nf-core/modules/eido/validate/meta.yml

diff --git a/README.md b/README.md
index 672c2a9..5f4c886 100644
--- a/README.md
+++ b/README.md
@@ -67,7 +67,11 @@ On release, automated continuous integration tests run the pipeline on a full-si
    > - If you are using `singularity`, please use the [`nf-core download`](https://nf-co.re/tools/#downloading-pipelines-for-offline-use) command to download images first, before running the pipeline. Setting the [`NXF_SINGULARITY_CACHEDIR` or `singularity.cacheDir`](https://www.nextflow.io/docs/latest/singularity.html?#singularity-docker-hub) Nextflow options enables you to store and re-use the images from a central location for future pipeline runs.
    > - If you are using `conda`, it is highly recommended to use the [`NXF_CONDA_CACHEDIR` or `conda.cacheDir`](https://www.nextflow.io/docs/latest/conda.html) settings to store the environments in a central location for future pipeline runs.
 
-4. Start running your own analysis!
+4. You can also run the pipeline using PEP format as an input by running following command:
+   ```console
+   nextflow run main.nf -profile test_pep,docker --outdir <OUTDIR>
+   ```
+5. Start running your own analysis!
 
    ```console
    nextflow run nf-core/taxprofiler --input samplesheet.csv --databases database.csv --outdir <OUTDIR> --run_<TOOL1> --run_<TOOL1> -profile <docker/singularity/podman/shifter/charliecloud/conda/institute>
diff --git a/assets/samplesheet_schema.yaml b/assets/samplesheet_schema.yaml
new file mode 100644
index 0000000..3b1e978
--- /dev/null
+++ b/assets/samplesheet_schema.yaml
@@ -0,0 +1,55 @@
+description: A schema for validation of samplesheet.csv for taxprofiler pipeline.
+imports:
+  - https://schema.databio.org/pep/2.1.0.yaml
+properties:
+  samples:
+    type: array
+    items:
+      type: object
+      properties:
+        sample:
+          type: string
+          description: "Sample identifier."
+          pattern: "^\\S*$"
+        run_accession:
+          type: string
+          description: "Run accession number."
+        instrument_platform:
+          type: string
+          description: "Name of the platform that sequenced the samples."
+          enum:
+            [
+              "ABI_SOLID",
+              "BGISEQ",
+              "CAPILLARY",
+              "COMPLETE_GENOMICS",
+              "DNBSEQ",
+              "HELICOS",
+              "ILLUMINA",
+              "ION_TORRENT",
+              "LS454",
+              "OXFORD_NANOPORE",
+              "PACBIO_SMRT",
+            ]
+        fastq1:
+          type: ["string", "null"]
+          description: "FASTQ file for read 1."
+          pattern: "^[\\S]+.(fq\\.gz|fastq\\.gz)$"
+        fastq2:
+          type: ["string", "null"]
+          description: "FASTQ file for read 2."
+          pattern: "^[\\S]+.(fq\\.gz|fastq\\.gz)$"
+        fasta:
+          type: ["string", "null"]
+          description: "Path to FASTA file."
+          pattern: "^[\\S]+.(fa\\.gz|fasta\\.gz)$"
+      required:
+        - sample
+        - run_accession
+        - instrument_platform
+      files:
+        - fastq1
+        - fastq2
+        - fasta
+required:
+  - samples
diff --git a/bin/check_samplesheet.py b/bin/check_samplesheet.py
deleted file mode 100755
index ca54ed9..0000000
--- a/bin/check_samplesheet.py
+++ /dev/null
@@ -1,236 +0,0 @@
-#!/usr/bin/env python
-
-from distutils import extension
-import os
-import sys
-import errno
-import argparse
-
-
-def parse_args(args=None):
-    Description = "Reformat nf-core/taxprofiler samplesheet file and check its contents."
-
-    Epilog = "Example usage: python check_samplesheet.py <FILE_IN> <FILE_OUT>"
-
-    parser = argparse.ArgumentParser(description=Description, epilog=Epilog)
-    parser.add_argument("FILE_IN", help="Input samplesheet file.")
-    parser.add_argument("FILE_OUT", help="Output file.")
-    return parser.parse_args(args)
-
-
-def make_dir(path):
-    if len(path) > 0:
-        try:
-            os.makedirs(path)
-        except OSError as exception:
-            if exception.errno != errno.EEXIST:
-                raise exception
-
-
-def print_error(error, context="Line", context_str=""):
-    error_str = "ERROR: Please check samplesheet -> {}".format(error)
-    if context != "" and context_str != "":
-        error_str = "ERROR: Please check samplesheet -> {}\n{}: '{}'".format(
-            error, context.strip(), context_str.strip()
-        )
-    print(error_str)
-    sys.exit(1)
-
-
-def check_samplesheet(file_in, file_out):
-    """
-    This function checks that the samplesheet follows the following structure:
-
-    sample,run_accession,instrument_platform,fastq_1,fastq_2,fasta
-    2611,ERR5766174,ILLUMINA,,,ERX5474930_ERR5766174_1.fa.gz
-    2612,ERR5766176,ILLUMINA,ERX5474932_ERR5766176_1.fastq.gz,ERX5474932_ERR5766176_2.fastq.gz,
-    2612,ERR5766174,ILLUMINA,ERX5474936_ERR5766180_1.fastq.gz,,
-    2613,ERR5766181,ILLUMINA,ERX5474937_ERR5766181_1.fastq.gz,ERX5474937_ERR5766181_2.fastq.gz,
-    """
-
-    FQ_EXTENSIONS = (".fq.gz", ".fastq.gz")
-    FA_EXTENSIONS = (
-        ".fa",
-        ".fa.gz",
-        ".fasta",
-        ".fasta.gz",
-        ".fna",
-        ".fna.gz",
-        ".fas",
-        ".fas.gz",
-    )
-    INSTRUMENT_PLATFORMS = [
-        "ABI_SOLID",
-        "BGISEQ",
-        "CAPILLARY",
-        "COMPLETE_GENOMICS",
-        "DNBSEQ",
-        "HELICOS",
-        "ILLUMINA",
-        "ION_TORRENT",
-        "LS454",
-        "OXFORD_NANOPORE",
-        "PACBIO_SMRT",
-    ]
-
-    sample_mapping_dict = {}
-    with open(file_in, "r") as fin:
-
-        ## Check header
-        MIN_COLS = 4
-        HEADER = [
-            "sample",
-            "run_accession",
-            "instrument_platform",
-            "fastq_1",
-            "fastq_2",
-            "fasta",
-        ]
-        header = [x.strip('"') for x in fin.readline().strip().split(",")]
-
-        ## Check for missing mandatory columns
-        missing_columns = list(set(HEADER) - set(header))
-        if len(missing_columns) > 0:
-            print(
-                "ERROR: Missing required column header -> {}. Note some columns can otherwise be empty. See pipeline documentation (https://nf-co.re/taxprofiler/usage).".format(
-                    ",".join(missing_columns)
-                )
-            )
-            sys.exit(1)
-
-        ## Find locations of mandatory columns
-        header_locs = {}
-        for i in HEADER:
-            header_locs[i] = header.index(i)
-
-        ## Check sample entries
-        for line in fin:
-
-            ## Pull out only relevant columns for downstream checking
-            line_parsed = [x.strip().strip('"') for x in line.strip().split(",")]
-            lspl = [line_parsed[i] for i in header_locs.values()]
-
-            # Check valid number of columns per row
-            if len(lspl) < len(HEADER):
-                print_error(
-                    "Invalid number of columns (minimum = {})!".format(len(HEADER)),
-                    "Line",
-                    line,
-                )
-            num_cols = len([x for x in lspl if x])
-            if num_cols < MIN_COLS:
-                print_error(
-                    "Invalid number of populated columns (minimum = {})!".format(MIN_COLS),
-                    "Line",
-                    line,
-                )
-
-            ## Check sample name entries
-
-            (
-                sample,
-                run_accession,
-                instrument_platform,
-                fastq_1,
-                fastq_2,
-                fasta,
-            ) = lspl[: len(HEADER)]
-            sample = sample.replace(" ", "_")
-            if not sample:
-                print_error("Sample entry has not been specified!", "Line", line)
-
-            ## Check FastQ file extension
-            for fastq in [fastq_1, fastq_2]:
-                if fastq:
-                    if fastq.find(" ") != -1:
-                        print_error("FastQ file contains spaces!", "Line", line)
-                    if not fastq.endswith(FQ_EXTENSIONS):
-                        print_error(
-                            f"FastQ file does not have extension {' or '.join(list(FQ_EXTENSIONS))} !",
-                            "Line",
-                            line,
-                        )
-            if fasta:
-                if fasta.find(" ") != -1:
-                    print_error("FastA file contains spaces!", "Line", line)
-                if not fasta.endswith(FA_EXTENSIONS):
-                    print_error(
-                        f"FastA file does not have extension {' or '.join(list(FA_EXTENSIONS))}!",
-                        "Line",
-                        line,
-                    )
-            sample_info = []
-
-            # Check run_accession
-            if not run_accession:
-                print_error("Run accession has not been specified!", "Line", line)
-            else:
-                sample_info.append(run_accession)
-
-            # Check instrument_platform
-            if not instrument_platform:
-                print_error("Instrument platform has not been specified!", "Line", line)
-            else:
-                if instrument_platform not in INSTRUMENT_PLATFORMS:
-                    print_error(
-                        f"Instrument platform {instrument_platform} is not supported!",
-                        f"List of supported platforms {', '.join(INSTRUMENT_PLATFORMS)}",
-                        "Line",
-                        line,
-                    )
-                sample_info.append(instrument_platform)
-
-            ## Auto-detect paired-end/single-end
-            if sample and fastq_1 and fastq_2:  ## Paired-end short reads
-                sample_info.extend(["0", fastq_1, fastq_2, fasta])
-            elif sample and fastq_1 and not fastq_2:  ## Single-end short/long fastq reads
-                sample_info.extend(["1", fastq_1, fastq_2, fasta])
-            elif sample and fasta and not fastq_1 and not fastq_2:  ## Single-end long reads
-                sample_info.extend(["1", fastq_1, fastq_2, fasta])
-            elif fasta and (fastq_1 or fastq_2):
-                print_error(
-                    "FastQ and FastA files cannot be specified together in the same library!",
-                    "Line",
-                    line,
-                )
-            else:
-                print_error("Invalid combination of columns provided!", "Line", line)
-
-            ## Create sample mapping dictionary = { sample: [ run_accession, instrument_platform, single_end, fastq_1, fastq_2 , fasta ] }
-            if sample not in sample_mapping_dict:
-                sample_mapping_dict[sample] = [sample_info]
-            else:
-                if sample_info in sample_mapping_dict[sample]:
-                    print_error("Samplesheet contains duplicate rows!", "Line", line)
-                else:
-                    sample_mapping_dict[sample].append(sample_info)
-
-    ## Write validated samplesheet with appropriate columns
-    HEADER_OUT = [
-        "sample",
-        "run_accession",
-        "instrument_platform",
-        "single_end",
-        "fastq_1",
-        "fastq_2",
-        "fasta",
-    ]
-    if len(sample_mapping_dict) > 0:
-        out_dir = os.path.dirname(file_out)
-        make_dir(out_dir)
-        with open(file_out, "w") as fout:
-            fout.write(",".join(HEADER_OUT) + "\n")
-            for sample in sorted(sample_mapping_dict.keys()):
-                for idx, val in enumerate(sample_mapping_dict[sample]):
-                    fout.write(f"{sample},{','.join(val)}\n")
-    else:
-        print_error("No entries to process!", "Samplesheet: {}".format(file_in))
-
-
-def main(args=None):
-    args = parse_args(args)
-    check_samplesheet(args.FILE_IN, args.FILE_OUT)
-
-
-if __name__ == "__main__":
-    sys.exit(main())
diff --git a/bin/detect_reads.py b/bin/detect_reads.py
new file mode 100644
index 0000000..8a1430e
--- /dev/null
+++ b/bin/detect_reads.py
@@ -0,0 +1,125 @@
+#!/usr/bin/env python
+
+import argparse
+import csv
+import sys
+from typing import List, NoReturn
+
+
+def parse_args(args=None) -> argparse.Namespace:
+    """
+    Reformatting is based on detecting whether the reads are paired or single end.
+    Script appends appropriate column to samplesheet.csv file.
+    """
+    Description = "Reformat nf-core/taxprofiler samplesheet file."
+    Epilog = "Example usage: python detect_reads.py <FILE_IN> <FILE_OUT>"
+
+    parser = argparse.ArgumentParser(description=Description, epilog=Epilog)
+    parser.add_argument("FILE_IN", help="Input samplesheet file.")
+    parser.add_argument("FILE_OUT", help="Output file.")
+    return parser.parse_args(args)
+
+
+class ReadsModifier:
+    def __init__(self):
+        self.headers = None
+        self.sample_index = None
+        self.fastq_1_index = None
+        self.fastq_2_index = None
+        self.fasta_index = None
+
+    def detect_reads_and_reformat(self, input_file_path: str, output_file_path: str) -> NoReturn:
+        NEW_COLUMN_NAME = "single_end"
+        new_file_rows = []
+
+        with open(input_file_path, "r") as input_file:
+            csv_reader = csv.reader(input_file, delimiter=",")
+            self.headers = next(csv_reader)
+            self.headers.append(NEW_COLUMN_NAME)
+
+            self._infer_column_indexes()
+
+            for samplesheet_row in csv_reader:
+
+                if self._is_paired_end_short_read(samplesheet_row):
+                    new_file_rows.append([*samplesheet_row, "0"])
+
+                elif self._is_single_end_short_long_read(samplesheet_row):
+                    new_file_rows.append([*samplesheet_row, "1"])
+
+                elif self._is_single_end_long_read(samplesheet_row):
+                    new_file_rows.append([*samplesheet_row, "1"])
+
+                elif self._is_error_row(samplesheet_row):
+                    self.print_error(
+                        "FastQ and FastA files cannot be specified together in the same library!",
+                        "Line",
+                        ",".join(samplesheet_row),
+                    )
+                else:
+                    self.print_error("Invalid combination of columns provided!", "Line", ",".join(samplesheet_row))
+
+        self.save_reformatted_samplesheet([self.headers] + new_file_rows, output_file_path)
+
+    def _get_row_values(self, samplesheet_row):
+        """
+        This method extracts data from the columns for given row of samplesheet table, based on
+        previously infered column indexes.
+        """
+        sample = samplesheet_row[self.sample_index]
+        fastq_1 = samplesheet_row[self.fastq_1_index] if self.fastq_1_index else None
+        fastq_2 = samplesheet_row[self.fastq_2_index] if self.fastq_2_index else None
+        fasta = samplesheet_row[self.fasta_index] if self.fasta_index else None
+        return sample, fastq_1, fastq_2, fasta
+
+    def _infer_column_indexes(self):
+        """
+        This method infers indexes of necessary columns from samplesheet table
+        """
+        self.sample_index = self.headers.index("sample")
+        self.fastq_1_index = self.headers.index("fastq_1") if "fastq_1" in self.headers else None
+        self.fastq_2_index = self.headers.index("fastq_2") if "fastq_2" in self.headers else None
+        self.fasta_index = self.headers.index("fasta") if "fasta" in self.headers else None
+
+    def _is_paired_end_short_read(self, samplesheet_row: List) -> bool:
+        sample, fastq_1, fastq_2, _ = self._get_row_values(samplesheet_row)
+        return sample and fastq_1 and fastq_2
+
+    def _is_single_end_short_long_read(self, samplesheet_row: List) -> bool:
+        sample, fastq_1, fastq_2, _ = self._get_row_values(samplesheet_row)
+        return sample and fastq_1 and not fastq_2
+
+    def _is_single_end_long_read(self, samplesheet_row: List) -> bool:
+        sample, fastq_1, fastq_2, fasta = self._get_row_values(samplesheet_row)
+        return sample and fasta and not fastq_1 and not fastq_2
+
+    def _is_error_row(self, samplesheet_row: List) -> bool:
+        sample, fastq_1, fastq_2, fasta = self._get_row_values(samplesheet_row)
+        return fasta and (fastq_1 or fastq_2)
+
+    @staticmethod
+    def print_error(error: str, context: str = "Line", context_str: str = ""):
+        error_str = "ERROR: Please check samplesheet -> {}".format(error)
+        if context != "" and context_str != "":
+            error_str = "ERROR: Please check samplesheet -> {}\n{}: '{}'".format(
+                error, context.strip(), context_str.strip()
+            )
+        print(error_str)
+        sys.exit(1)
+
+    @staticmethod
+    def save_reformatted_samplesheet(new_file_rows: List[List], output_file_path: str) -> NoReturn:
+        """
+        Write new samplesheet.
+        """
+        with open(output_file_path, "w") as output_file:
+            csv.writer(output_file).writerows(new_file_rows)
+
+
+def main(args=None):
+    args = parse_args(args)
+    ReadsModifier().detect_reads_and_reformat(args.FILE_IN, args.FILE_OUT)
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/conf/test.config b/conf/test.config
index a39a107..d5dcd67 100644
--- a/conf/test.config
+++ b/conf/test.config
@@ -57,4 +57,10 @@ process {
     withName: MEGAN_RMA2INFO_KRONA {
         maxForks = 1
     }
+    withName: 'EIDO_VALIDATE' {
+        ext.args = '--st-index sample'
+    }
+    withName: 'EIDO_CONVERT' {
+        ext.args = '--st-index sample'
+    }
 }
diff --git a/conf/test_pep.config b/conf/test_pep.config
new file mode 100644
index 0000000..e3428fd
--- /dev/null
+++ b/conf/test_pep.config
@@ -0,0 +1,50 @@
+params {
+    config_profile_name        = 'Test PEP profile'
+    config_profile_description = 'Minimal test dataset to check pipeline function with PEP file as an input.'
+
+    // Limit resources so that this can run on GitHub Actions
+    max_cpus   = 2
+    max_memory = '6.GB'
+    max_time   = '6.h'
+
+    // Input data
+    input                                 = null
+    pep                                   = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/delete_me/pep/test_pep_format_files/config.yaml'
+    databases                             = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
+    perform_shortread_qc                  = true
+    perform_longread_qc                   = true
+    perform_shortread_complexityfilter    = true
+    perform_shortread_hostremoval         = true
+    perform_longread_hostremoval          = true
+    perform_runmerging                    = true
+    hostremoval_reference                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/homo_sapiens/genome/genome.fasta'
+    run_kaiju                             = true
+    run_kraken2                           = true
+    run_malt                              = true
+    run_metaphlan3                        = true
+    run_centrifuge                        = true
+    run_diamond                           = true
+    run_motus                             = false
+    run_krona                             = true
+    krona_taxonomy_directory              = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/genomics/sarscov2/metagenome/krona_taxonomy.tab'
+    malt_save_reads                       = true
+    kraken2_save_reads                    = true
+    centrifuge_save_reads                 = true
+    diamond_save_reads                    = true
+}
+
+
+process {
+    withName: MALT_RUN {
+        maxForks = 1
+    }
+    withName: MEGAN_RMA2INFO {
+        maxForks = 1
+    }
+    withName: 'EIDO_VALIDATE' {
+        ext.args = '--st-index sample'
+    }
+    withName: 'EIDO_CONVERT' {
+        ext.args = '--st-index sample'
+    }
+}
diff --git a/docs/usage.md b/docs/usage.md
index 8ae5257..cd4b749 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -277,6 +277,9 @@ If `-profile` is not specified, the pipeline will run locally and expect all sof
 - `test`
   - A profile with a complete configuration for automated testing
   - Includes links to test data so needs no other parameters
+- `test_pep`
+  - A profile with a complete configuration for running a pipeline with PEP as input
+  - Includes links to test data so needs no other parameters
 
 ### `-resume`
 
diff --git a/lib/WorkflowMain.groovy b/lib/WorkflowMain.groovy
index c90cf49..b9dd514 100755
--- a/lib/WorkflowMain.groovy
+++ b/lib/WorkflowMain.groovy
@@ -74,7 +74,7 @@ class WorkflowMain {
         NfcoreTemplate.awsBatch(workflow, params)
 
         // Check input has been provided
-        if (!params.input) {
+        if (!params.input && !params.pep) {
             log.error "Please provide an input samplesheet to the pipeline e.g. '--input samplesheet.csv'"
             System.exit(1)
         }
diff --git a/modules.json b/modules.json
index 385149a..feed11f 100644
--- a/modules.json
+++ b/modules.json
@@ -41,6 +41,14 @@
                     "branch": "master",
                     "git_sha": "3531824af826c16cd252bc5aa82ae169b244ebaa"
                 },
+                "eido/convert": {
+                    "branch": "master",
+                    "git_sha": "c9b29c76869d9713130a13a418c1e8b5aecfb80d"
+                },
+                "eido/validate": {
+                    "branch": "master",
+                    "git_sha": "8c0127e071711cb0a2648a6bdf881637a9d7eadc"
+                },
                 "fastp": {
                     "branch": "master",
                     "git_sha": "2c70c1c1951aaf884d2e8d8d9c871db79f7b35aa"
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index dea4362..f048351 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -13,11 +13,9 @@ process SAMPLESHEET_CHECK {
     path '*.csv'       , emit: csv
     path "versions.yml", emit: versions
 
-    script: // This script is bundled with the pipeline, in nf-core/taxprofiler/bin/
+    script: // detect_reads.py script is bundled with the pipeline, in nf-core/taxprofiler/bin/
     """
-    check_samplesheet.py \\
-        $samplesheet \\
-        samplesheet.valid.csv
+    python3 $projectDir/bin/detect_reads.py $samplesheet samplesheet_validated.csv
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":
diff --git a/modules/nf-core/modules/eido/convert/main.nf b/modules/nf-core/modules/eido/convert/main.nf
new file mode 100644
index 0000000..40cd57a
--- /dev/null
+++ b/modules/nf-core/modules/eido/convert/main.nf
@@ -0,0 +1,37 @@
+process EIDO_CONVERT {
+    tag '$samplesheet'
+    label 'process_single'
+
+    conda (params.enable_conda ? "conda-forge::eido=0.1.9" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://containers.biocontainers.pro/s3/SingImgsRepo/eido/0.1.9_cv1/eido_0.1.9_cv1.sif' :
+        'biocontainers/eido:0.1.9_cv1' }"
+
+    input:
+    path samplesheet
+    val format
+
+    output:
+    path "versions.yml"           , emit: versions
+    path "${prefix}.${format}"    , emit: samplesheet_converted
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args = task.ext.args ?: ''
+    prefix = task.ext.prefix ?: "samplesheet_converted"
+    """
+    eido \\
+        convert \\
+        -f $format \\
+        $samplesheet \\
+        $args \\
+        -p samples=${prefix}.${format}
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        eido: \$(echo \$(eido --version 2>&1) | sed 's/^.*eido //;s/ .*//' ))
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/eido/convert/meta.yml b/modules/nf-core/modules/eido/convert/meta.yml
new file mode 100644
index 0000000..0cf354a
--- /dev/null
+++ b/modules/nf-core/modules/eido/convert/meta.yml
@@ -0,0 +1,36 @@
+name: "eido_convert"
+description: Convert any PEP project or Nextflow samplesheet to any format
+keywords:
+  - eido
+  - convert
+  - PEP
+  - format
+  - samplesheet
+tools:
+  - "eido":
+      description: "Convert any PEP project or Nextflow samplesheet to any format"
+      homepage: "http://eido.databio.org/en/latest/"
+      documentation: "http://eido.databio.org/en/latest/"
+      doi: "10.1093/gigascience/giab077"
+      licence: "BSD-2-Clause"
+
+input:
+  - samplesheet:
+      type: file
+      description: Nextflow samplesheet or PEP project
+      pattern: "*.{yaml,yml,csv}"
+  - format:
+      type: value
+      description: Extension of an output file
+
+output:
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+  - samplesheet_converted:
+      type: file
+      description: PEP project or samplesheet converted to csv file
+
+authors:
+  - "@rafalstepien"
diff --git a/modules/nf-core/modules/eido/validate/main.nf b/modules/nf-core/modules/eido/validate/main.nf
new file mode 100644
index 0000000..bc6a111
--- /dev/null
+++ b/modules/nf-core/modules/eido/validate/main.nf
@@ -0,0 +1,32 @@
+process EIDO_VALIDATE {
+    tag '$samplesheet'
+    label 'process_single'
+
+    conda (params.enable_conda ? "conda-forge::eido=0.1.9" : null)
+    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
+        'https://containers.biocontainers.pro/s3/SingImgsRepo/eido/0.1.9_cv2/eido_0.1.9_cv2.sif' :
+        'biocontainers/eido:0.1.9_cv2' }"
+
+    input:
+    path samplesheet
+    path schema
+
+    output:
+    path "versions.yml"  , emit: versions
+    path "*.log"         , emit: log
+
+    when:
+    task.ext.when == null || task.ext.when
+
+    script:
+    def args   = task.ext.args   ?: ''
+    def prefix = task.ext.prefix ?: "validation"
+    """
+    eido validate $args $samplesheet -s $schema -e > ${prefix}.log
+
+    cat <<-END_VERSIONS > versions.yml
+    "${task.process}":
+        eido: \$(echo \$(eido --version 2>&1) | sed 's/^.*eido //;s/ .*//' ))
+    END_VERSIONS
+    """
+}
diff --git a/modules/nf-core/modules/eido/validate/meta.yml b/modules/nf-core/modules/eido/validate/meta.yml
new file mode 100644
index 0000000..962f59e
--- /dev/null
+++ b/modules/nf-core/modules/eido/validate/meta.yml
@@ -0,0 +1,38 @@
+name: "eido_validate"
+description: Validate samplesheet or PEP config against a schema
+keywords:
+  - eido
+  - validate
+  - schema
+  - format
+  - pep
+tools:
+  - "validate":
+      description: "Validate samplesheet or PEP config against a schema."
+      homepage: "http://eido.databio.org/en/latest/"
+      documentation: "http://eido.databio.org/en/latest/"
+      doi: "10.1093/gigascience/giab077"
+      licence: "BSD-2-Clause"
+
+input:
+  - samplesheet:
+      type: file
+      description: Samplesheet or PEP file to be validated
+      pattern: "*.{yaml,yml,csv}"
+  - schema:
+      type: file
+      description: Schema that the samplesheet will be validated against
+      pattern: "*.{yaml,yml}"
+
+output:
+  - versions:
+      type: file
+      description: File containing software versions
+      pattern: "versions.yml"
+  - log:
+      type: file
+      description: File containing validation log.
+      pattern: "*.log"
+
+authors:
+  - "@rafalstepien"
diff --git a/nextflow.config b/nextflow.config
index df5b90b..f3c7756 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -12,6 +12,7 @@ params {
     // TODO nf-core: Specify your pipeline's command line flags
     // Input options
     input                      = null
+    pep                        = null
 
 
     // References
@@ -227,6 +228,7 @@ profiles {
     test_nopreprocessing    { includeConfig 'conf/test_nopreprocessing.config' }
     test_nothing            { includeConfig 'conf/test_nothing.config' }
     test_motus              { includeConfig 'conf/test_motus.config' }
+    test_pep { includeConfig 'conf/test_pep.config' }
 }
 
 
diff --git a/nextflow_schema.json b/nextflow_schema.json
index eb839ec..e8690f2 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,8 +10,13 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["input", "databases", "outdir"],
+            "required": ["outdir", "databases"],
             "properties": {
+                "pep": {
+                    "type": "string",
+                    "format": "file-path",
+                    "pattern": "^\\S+\\.yaml$"
+                },
                 "input": {
                     "type": "string",
                     "format": "file-path",
diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index eb21b9d..5db1520 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -3,13 +3,18 @@
 //
 
 include { SAMPLESHEET_CHECK } from '../../modules/local/samplesheet_check'
+include { EIDO_VALIDATE } from '../../modules/nf-core/modules/eido/validate/main'
+include { EIDO_CONVERT } from '../../modules/nf-core/modules/eido/convert/main'
 
 workflow INPUT_CHECK {
     take:
-    samplesheet // file: /path/to/samplesheet.csv
+    samplesheet_or_pep_config // file: /path/to/samplesheet.csv or /path/to/pep/config.yaml
+    base_dir // file: path to PEP directory
 
     main:
-    parsed_samplesheet = SAMPLESHEET_CHECK ( samplesheet )
+    EIDO_VALIDATE ( samplesheet_or_pep_config, file("$projectDir/assets/samplesheet_schema.yaml") )
+    converted_samplesheet = EIDO_CONVERT ( samplesheet_or_pep_config, "csv" )
+    parsed_samplesheet = SAMPLESHEET_CHECK ( converted_samplesheet.samplesheet_converted )
         .csv
         .splitCsv ( header:true, sep:',' )
         .branch {
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 223ba15..1f38214 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -17,7 +17,26 @@ def checkPathParamList = [ params.input, params.databases, params.hostremoval_re
 for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true) } }
 
 // Check mandatory parameters
-if (params.input    ) { ch_input     = file(params.input)     } else { exit 1, 'Input samplesheet not specified!' }
+if (params.input) {
+    ch_input = file(params.input)
+    ch_input_basedir = []
+
+} else if (params.pep) {
+
+    if ( params.pep.startsWith("http://") || params.pep.startsWith("https://") ) {
+        ch_input = file(params.pep)
+        ch_input_basedir = []
+    }
+
+    else {
+        ch_input = file(params.pep)
+        ch_input_basedir = new File(params.pep).getParent()
+    }
+
+}  else {
+    exit 1, 'Input samplesheet or PEP config not specified!'
+}
+
 if (params.databases) { ch_databases = file(params.databases) } else { exit 1, 'Input database sheet not specified!' }
 
 if (params.shortread_qc_mergepairs && params.run_malt ) log.warn "[nf-core/taxprofiler] MALT does not accept uncollapsed paired-reads. Pairs will be profiled as separate files."
@@ -98,7 +117,7 @@ workflow TAXPROFILER {
         SUBWORKFLOW: Read in samplesheet, validate and stage input files
     */
     INPUT_CHECK (
-        ch_input
+        ch_input, ch_input_basedir
     )
     ch_versions = ch_versions.mix(INPUT_CHECK.out.versions)
 

From 23a33a63ccd163e08cc4cfe9ed34e4682575967e Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Thu, 15 Sep 2022 08:11:37 +0200
Subject: [PATCH 355/372] Update README.md

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

diff --git a/README.md b/README.md
index 672c2a9..ddbaddf 100644
--- a/README.md
+++ b/README.md
@@ -12,6 +12,8 @@
 
 ## Introduction
 
+> ⚠️ This pipeline is still under development! While the pipeline is usable, not all functionality will be available!
+
 <!-- TODO nf-core: Write a 1-2 sentence summary of what data the pipeline is for and what it does -->
 
 **nf-core/taxprofiler** is a bioinformatics best-practice analysis pipeline for taxonomic profiling of shotgun metagenomic data. It allows for in-parallel profiling with multiple profiling tools against multiple databases, produces standardised output tables.

From 21ae9d85c3ca05adb2b48a72389abd4195fd21a2 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 15 Sep 2022 12:29:54 +0200
Subject: [PATCH 356/372] Ensure merge metaphlan3 tables happens on per
 database basis

---
 modules.json                                           |  4 ++--
 .../modules/metaphlan3/mergemetaphlantables/main.nf    |  6 +++---
 .../modules/metaphlan3/mergemetaphlantables/meta.yml   | 10 ++++++++++
 modules/nf-core/modules/metaphlan3/metaphlan3/main.nf  |  2 +-
 modules/nf-core/modules/metaphlan3/metaphlan3/meta.yml |  2 +-
 subworkflows/local/profiling.nf                        |  8 ++++----
 subworkflows/local/standardisation_profiles.nf         |  2 +-
 7 files changed, 22 insertions(+), 12 deletions(-)

diff --git a/modules.json b/modules.json
index cbbae85..7c02b3e 100644
--- a/modules.json
+++ b/modules.json
@@ -96,11 +96,11 @@
                 },
                 "metaphlan3/mergemetaphlantables": {
                     "branch": "master",
-                    "git_sha": "940d7fe9d63962e0e2ba0987e2893fb0aff832e3"
+                    "git_sha": "36bcd675ae76a379a38165898a203f4915823f4f"
                 },
                 "metaphlan3/metaphlan3": {
                     "branch": "master",
-                    "git_sha": "940d7fe9d63962e0e2ba0987e2893fb0aff832e3"
+                    "git_sha": "978087354eb72ac1f6e18a3f790fad9bc4d05840"
                 },
                 "minimap2/align": {
                     "branch": "master",
diff --git a/modules/nf-core/modules/metaphlan3/mergemetaphlantables/main.nf b/modules/nf-core/modules/metaphlan3/mergemetaphlantables/main.nf
index 6fd05e3..7c37eca 100644
--- a/modules/nf-core/modules/metaphlan3/mergemetaphlantables/main.nf
+++ b/modules/nf-core/modules/metaphlan3/mergemetaphlantables/main.nf
@@ -7,10 +7,10 @@ process METAPHLAN3_MERGEMETAPHLANTABLES {
         'quay.io/biocontainers/metaphlan:3.0.12--pyhb7b1952_0' }"
 
     input:
-    path(profiles)
+    tuple val(meta), path(profiles)
 
     output:
-    tuple path("${prefix}.txt") , emit: txt
+    tuple val(meta), path("${prefix}.txt") , emit: txt
     path "versions.yml" , emit: versions
 
     when:
@@ -18,7 +18,7 @@ process METAPHLAN3_MERGEMETAPHLANTABLES {
 
     script:
     def args = task.ext.args ?: ''
-    prefix = task.ext.prefix ?: "merged_abundance_table"
+    prefix = task.ext.prefix ?: "${meta.id}"
     """
     merge_metaphlan_tables.py \\
         $args \\
diff --git a/modules/nf-core/modules/metaphlan3/mergemetaphlantables/meta.yml b/modules/nf-core/modules/metaphlan3/mergemetaphlantables/meta.yml
index c94be25..365973e 100644
--- a/modules/nf-core/modules/metaphlan3/mergemetaphlantables/meta.yml
+++ b/modules/nf-core/modules/metaphlan3/mergemetaphlantables/meta.yml
@@ -15,12 +15,22 @@ tools:
       licence: ["MIT License"]
 
 input:
+  - meta:
+      type: map
+      description: |
+        Groovy Map containing sample information
+        e.g. [ id:'test', single_end:false ]
   - profiles:
       type: file
       description: List of per-sample MetaPhlAn3 taxonomic abundance tables
       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
diff --git a/modules/nf-core/modules/metaphlan3/metaphlan3/main.nf b/modules/nf-core/modules/metaphlan3/metaphlan3/main.nf
index e56f102..1453466 100644
--- a/modules/nf-core/modules/metaphlan3/metaphlan3/main.nf
+++ b/modules/nf-core/modules/metaphlan3/metaphlan3/main.nf
@@ -1,4 +1,4 @@
-process METAPHLAN3 {
+process METAPHLAN3_METAPHLAN3 {
     tag "$meta.id"
     label 'process_high'
 
diff --git a/modules/nf-core/modules/metaphlan3/metaphlan3/meta.yml b/modules/nf-core/modules/metaphlan3/metaphlan3/meta.yml
index 093de5b..659d83a 100644
--- a/modules/nf-core/modules/metaphlan3/metaphlan3/meta.yml
+++ b/modules/nf-core/modules/metaphlan3/metaphlan3/meta.yml
@@ -1,4 +1,4 @@
-name: metaphlan3
+name: metaphlan3_metaphlan3
 description: MetaPhlAn is a tool for profiling the composition of microbial communities from metagenomic shotgun sequencing data.
 keywords:
   - metagenomics
diff --git a/subworkflows/local/profiling.nf b/subworkflows/local/profiling.nf
index 37b4a2c..c2ef508 100644
--- a/subworkflows/local/profiling.nf
+++ b/subworkflows/local/profiling.nf
@@ -7,7 +7,7 @@ include { MEGAN_RMA2INFO as MEGAN_RMA2INFO_TSV  } from '../../modules/nf-core/mo
 include { KRAKEN2_KRAKEN2                       } from '../../modules/nf-core/modules/kraken2/kraken2/main'
 include { CENTRIFUGE_CENTRIFUGE                 } from '../../modules/nf-core/modules/centrifuge/centrifuge/main'
 include { CENTRIFUGE_KREPORT                    } from '../../modules/nf-core/modules/centrifuge/kreport/main'
-include { METAPHLAN3                            } from '../../modules/nf-core/modules/metaphlan3/metaphlan3/main'
+include { METAPHLAN3_METAPHLAN3                 } from '../../modules/nf-core/modules/metaphlan3/metaphlan3/main'
 include { KAIJU_KAIJU                           } from '../../modules/nf-core/modules/kaiju/kaiju/main'
 include { DIAMOND_BLASTX                        } from '../../modules/nf-core/modules/diamond/blastx/main'
 include { MOTUS_PROFILE                         } from '../../modules/nf-core/modules/motus/profile/main'
@@ -168,9 +168,9 @@ workflow PROFILING {
                                     db: it[3]
                             }
 
-        METAPHLAN3 ( ch_input_for_metaphlan3.reads, ch_input_for_metaphlan3.db )
-        ch_versions        = ch_versions.mix( METAPHLAN3.out.versions.first() )
-        ch_raw_profiles    = ch_raw_profiles.mix( METAPHLAN3.out.biom )
+        METAPHLAN3_METAPHLAN3 ( ch_input_for_metaphlan3.reads, ch_input_for_metaphlan3.db )
+        ch_versions        = ch_versions.mix( METAPHLAN3_METAPHLAN3.out.versions.first() )
+        ch_raw_profiles    = ch_raw_profiles.mix( METAPHLAN3_METAPHLAN3.out.profile )
 
     }
 
diff --git a/subworkflows/local/standardisation_profiles.nf b/subworkflows/local/standardisation_profiles.nf
index 6d404be..a557bff 100644
--- a/subworkflows/local/standardisation_profiles.nf
+++ b/subworkflows/local/standardisation_profiles.nf
@@ -65,7 +65,7 @@ workflow STANDARDISATION_PROFILES {
                             .map { [it[0]['db_name'], it[1]] }
                             .groupTuple()
                             .map {
-                                [it[1]]
+                                [[id:it[0]], it[1]]
                             }
 
     METAPHLAN3_MERGEMETAPHLANTABLES ( ch_profiles_for_metaphlan3 )

From 19a195ed147ce775260b86c4d939966b51b40634 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Thu, 15 Sep 2022 12:30:39 +0200
Subject: [PATCH 357/372] Append profiler to resulting file

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

diff --git a/conf/modules.config b/conf/modules.config
index d4bd038..01e0e17 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -338,7 +338,7 @@ process {
     }
 
     withName: METAPHLAN3_MERGEMETAPHLANTABLES {
-        ext.prefix = { "${meta.id}_combined_reports" }
+        ext.prefix = { "metaphlan3_${meta.id}_combined_reports" }
         publishDir = [
             path: { "${params.outdir}/metaphlan3/" },
             mode: params.publish_dir_mode,

From 768f9980d8b9296068ff4e02b6a6e4a90e83effd Mon Sep 17 00:00:00 2001
From: Rafal Stepien <rstepien095@gmail.com>
Date: Thu, 15 Sep 2022 12:31:49 -0400
Subject: [PATCH 358/372] Add pep_input_base_dir to workflow. Just need to
 update modules

---
 README.md                         | 8 +++-----
 assets/samplesheet_schema.yaml    | 6 +++---
 docs/usage.md                     | 4 ++++
 subworkflows/local/input_check.nf | 6 +++---
 workflows/taxprofiler.nf          | 8 ++++----
 5 files changed, 17 insertions(+), 15 deletions(-)

diff --git a/README.md b/README.md
index 5f4c886..6f64c5a 100644
--- a/README.md
+++ b/README.md
@@ -67,16 +67,14 @@ On release, automated continuous integration tests run the pipeline on a full-si
    > - If you are using `singularity`, please use the [`nf-core download`](https://nf-co.re/tools/#downloading-pipelines-for-offline-use) command to download images first, before running the pipeline. Setting the [`NXF_SINGULARITY_CACHEDIR` or `singularity.cacheDir`](https://www.nextflow.io/docs/latest/singularity.html?#singularity-docker-hub) Nextflow options enables you to store and re-use the images from a central location for future pipeline runs.
    > - If you are using `conda`, it is highly recommended to use the [`NXF_CONDA_CACHEDIR` or `conda.cacheDir`](https://www.nextflow.io/docs/latest/conda.html) settings to store the environments in a central location for future pipeline runs.
 
-4. You can also run the pipeline using PEP format as an input by running following command:
-   ```console
-   nextflow run main.nf -profile test_pep,docker --outdir <OUTDIR>
-   ```
-5. Start running your own analysis!
+4. Start running your own analysis!
 
    ```console
    nextflow run nf-core/taxprofiler --input samplesheet.csv --databases database.csv --outdir <OUTDIR> --run_<TOOL1> --run_<TOOL1> -profile <docker/singularity/podman/shifter/charliecloud/conda/institute>
    ```
 
+  Note pipeline supports both CSV and PEP input sample sheets. Find out more [here](http://pep.databio.org/en/2.1.0/specification/).
+
 ## Documentation
 
 The nf-core/taxprofiler pipeline comes with documentation about the pipeline [usage](https://nf-co.re/taxprofiler/usage), [parameters](https://nf-co.re/taxprofiler/parameters) and [output](https://nf-co.re/taxprofiler/output).
diff --git a/assets/samplesheet_schema.yaml b/assets/samplesheet_schema.yaml
index 3b1e978..88ff451 100644
--- a/assets/samplesheet_schema.yaml
+++ b/assets/samplesheet_schema.yaml
@@ -33,15 +33,15 @@ properties:
             ]
         fastq1:
           type: ["string", "null"]
-          description: "FASTQ file for read 1."
+          description: "Optional FASTQ file for read 1 of paired-end sequenced libraries."
           pattern: "^[\\S]+.(fq\\.gz|fastq\\.gz)$"
         fastq2:
           type: ["string", "null"]
-          description: "FASTQ file for read 2."
+          description: "Optional FASTQ file for read 2 of paired-end sequenced libraries."
           pattern: "^[\\S]+.(fq\\.gz|fastq\\.gz)$"
         fasta:
           type: ["string", "null"]
-          description: "Path to FASTA file."
+          description: "Optional FASTA file."
           pattern: "^[\\S]+.(fa\\.gz|fasta\\.gz)$"
       required:
         - sample
diff --git a/docs/usage.md b/docs/usage.md
index cd4b749..252c84d 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -22,6 +22,10 @@ This samplesheet is then specified on the command line as follows:
 --input '[path to samplesheet file]' --databases '[path to database sheet file]'
 ```
 
+Note pipeline supports both CSV and PEP input sample sheets. Find out more [here](http://pep.databio.org/en/2.1.0/specification/).
+When using PEP as an input, the `samplesheet.csv` must be placed in the same folder
+as `config.yaml` file. A path to `samplesheet.csv` within the config must be absolute.
+
 ### Multiple runs of the same sample
 
 The `sample` identifiers have to be the same when you have re-sequenced the same sample more than once e.g. to increase sequencing depth. The pipeline will concatenate different runs FASTQ files of the same sample before performing profiling, when `--perform_runmerging` is supplied. Below is an example for the same sample sequenced across 3 lanes:
diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index 5db1520..0a07538 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -9,11 +9,11 @@ include { EIDO_CONVERT } from '../../modules/nf-core/modules/eido/convert/main'
 workflow INPUT_CHECK {
     take:
     samplesheet_or_pep_config // file: /path/to/samplesheet.csv or /path/to/pep/config.yaml
-    base_dir // file: path to PEP directory
+    ch_pep_input_base_dir
 
     main:
-    EIDO_VALIDATE ( samplesheet_or_pep_config, file("$projectDir/assets/samplesheet_schema.yaml") )
-    converted_samplesheet = EIDO_CONVERT ( samplesheet_or_pep_config, "csv" )
+    EIDO_VALIDATE ( samplesheet_or_pep_config, file("$projectDir/assets/samplesheet_schema.yaml"), ch_pep_input_base_dir )
+    converted_samplesheet = EIDO_CONVERT ( samplesheet_or_pep_config, "csv", ch_pep_input_base_dir )
     parsed_samplesheet = SAMPLESHEET_CHECK ( converted_samplesheet.samplesheet_converted )
         .csv
         .splitCsv ( header:true, sep:',' )
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 1f38214..76cc83c 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -19,18 +19,18 @@ for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true
 // Check mandatory parameters
 if (params.input) {
     ch_input = file(params.input)
-    ch_input_basedir = []
+    ch_pep_input_base_dir = []
 
 } else if (params.pep) {
 
     if ( params.pep.startsWith("http://") || params.pep.startsWith("https://") ) {
         ch_input = file(params.pep)
-        ch_input_basedir = []
+        ch_pep_input_base_dir = []
     }
 
     else {
         ch_input = file(params.pep)
-        ch_input_basedir = new File(params.pep).getParent()
+        ch_pep_input_base_dir = new File(params.pep).getParent()
     }
 
 }  else {
@@ -117,7 +117,7 @@ workflow TAXPROFILER {
         SUBWORKFLOW: Read in samplesheet, validate and stage input files
     */
     INPUT_CHECK (
-        ch_input, ch_input_basedir
+        ch_input, ch_pep_input_base_dir
     )
     ch_versions = ch_versions.mix(INPUT_CHECK.out.versions)
 

From 4e7857e2edbfed4776c0775859084b045316b5d8 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 16 Sep 2022 08:36:34 +0200
Subject: [PATCH 359/372] Standardise mOTUs table merge

---
 conf/modules.config                            |  2 ++
 modules.json                                   |  6 +++---
 modules/nf-core/modules/motus/merge/main.nf    | 13 +++++++------
 subworkflows/local/standardisation_profiles.nf | 13 ++++++++++++-
 4 files changed, 24 insertions(+), 10 deletions(-)

diff --git a/conf/modules.config b/conf/modules.config
index 2dd163f..3bd9a32 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -418,6 +418,8 @@ process {
     }
 
     withName: MOTUS_MERGE {
+        ext.args = { params.generate_biom_output ? "-B" : "" }
+        ext.prefix = { "motus_${meta.id}_combined_reports" }
         publishDir = [
             path: { "${params.outdir}/motus/" },
             mode: params.publish_dir_mode
diff --git a/modules.json b/modules.json
index 242e8e8..3149225 100644
--- a/modules.json
+++ b/modules.json
@@ -99,7 +99,7 @@
                 },
                 "metaphlan3/metaphlan3": {
                     "branch": "master",
-                    "git_sha": "940d7fe9d63962e0e2ba0987e2893fb0aff832e3"
+                    "git_sha": "978087354eb72ac1f6e18a3f790fad9bc4d05840"
                 },
                 "minimap2/align": {
                     "branch": "master",
@@ -107,11 +107,11 @@
                 },
                 "minimap2/index": {
                     "branch": "master",
-                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
+                    "git_sha": "73e062cf5e0ef346f65d73009b1b656299359fc5"
                 },
                 "motus/merge": {
                     "branch": "master",
-                    "git_sha": "b02e648c221e1da17cb589eefe297e61ec9e9c49"
+                    "git_sha": "8372df6fb2a7638adacae070860685373be61e1f"
                 },
                 "motus/profile": {
                     "branch": "master",
diff --git a/modules/nf-core/modules/motus/merge/main.nf b/modules/nf-core/modules/motus/merge/main.nf
index 01ca5a2..dcab92f 100644
--- a/modules/nf-core/modules/motus/merge/main.nf
+++ b/modules/nf-core/modules/motus/merge/main.nf
@@ -1,6 +1,7 @@
 VERSION = '3.0.1'
 
 process MOTUS_MERGE {
+    tag "$meta.id"
     label 'process_low'
 
     conda (params.enable_conda ? "bioconda::motus=3.0.1" : null)
@@ -9,14 +10,14 @@ process MOTUS_MERGE {
         'quay.io/biocontainers/motus:3.0.1--pyhdfd78af_0' }"
 
     input:
-    path input
+    tuple val(meta), path(input)
     path db // to stop docker saying it can't find it... would have to have the module in upstream steps anyway
     path profile_version_yml, stageAs: 'profile_version.yml'
     val biom_format
 
     output:
-    path("*.txt") , optional: true, emit: txt
-    path("*.biom"), optional: true, emit: biom
+    tuple val(meta), path("*.txt") , optional: true, emit: txt
+    tuple val(meta), path("*.biom"), optional: true, emit: biom
     path "versions.yml" , emit: versions
 
     when:
@@ -24,16 +25,16 @@ process MOTUS_MERGE {
 
     script:
     def args = task.ext.args ?: ''
-    def prefix = 'motus_merged'
+    def prefix = task.ext.prefix ?: "${meta.id}"
     def cmd_input = input.size() > 1 ? "-i ${input.join(',')}" : input.isDirectory() ? "-d ${input}" : "-i ${input}"
-    def output = biom_format ? "-B -o ${prefix}.biom" : "-o ${prefix}.txt"
+    def suffix = task.ext.args?.contains("-B") ? "biom" : "txt"
     """
     motus \\
         merge \\
         -db $db \\
         ${cmd_input} \\
         $args \\
-        ${output}
+        -o ${prefix}.${suffix}
 
     ## Take version from the mOTUs/profile module output, as cannot reconstruct
     ## version without having database staged in this directory.
diff --git a/subworkflows/local/standardisation_profiles.nf b/subworkflows/local/standardisation_profiles.nf
index 269a22c..a82b59d 100644
--- a/subworkflows/local/standardisation_profiles.nf
+++ b/subworkflows/local/standardisation_profiles.nf
@@ -96,10 +96,21 @@ workflow STANDARDISATION_PROFILES {
     ch_multiqc_files = ch_multiqc_files.mix( KRAKENTOOLS_COMBINEKREPORTS.out.txt )
     ch_versions = ch_versions.mix( KRAKENTOOLS_COMBINEKREPORTS.out.versions )
 
+    // mOTUs
+
     // mOTUs has a 'single' database, and cannot create custom ones.
     // Therefore removing db info here, and publish merged at root mOTUs results
     // directory
-    MOTUS_MERGE ( ch_input_profiles.motus.map{it[1]}.collect(), ch_input_databases.motus.map{it[1]}, motu_version, params.generate_biom_output )
+
+    ch_profiles_for_motus = ch_input_profiles.motus
+                                .map { [it[0]['db_name'], it[1]] }
+                                .groupTuple()
+                                .map {
+                                    [[id:it[0]], it[1]]
+                                }
+
+    MOTUS_MERGE ( ch_profiles_for_motus, ch_input_databases.motus.map{it[1]}, motu_version, [] )
+
     if ( params.generate_biom_output ) {
         ch_standardised_tables = ch_standardised_tables.mix ( MOTUS_MERGE.out.biom )
     } else {

From 2c83b367a7eebbda6ff64539925e321de10befa5 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 16 Sep 2022 09:28:42 +0200
Subject: [PATCH 360/372] Apply suggestions from code review

---
 modules.json | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/modules.json b/modules.json
index 3149225..913c795 100644
--- a/modules.json
+++ b/modules.json
@@ -99,7 +99,7 @@
                 },
                 "metaphlan3/metaphlan3": {
                     "branch": "master",
-                    "git_sha": "978087354eb72ac1f6e18a3f790fad9bc4d05840"
+                    "git_sha": "940d7fe9d63962e0e2ba0987e2893fb0aff832e3"
                 },
                 "minimap2/align": {
                     "branch": "master",
@@ -107,7 +107,7 @@
                 },
                 "minimap2/index": {
                     "branch": "master",
-                    "git_sha": "73e062cf5e0ef346f65d73009b1b656299359fc5"
+                    "git_sha": "e745e167c1020928ef20ea1397b6b4d230681b4d"
                 },
                 "motus/merge": {
                     "branch": "master",

From c5cc21d29e0cc06482be02450210d85c33ea85bd Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Fri, 16 Sep 2022 10:25:24 +0200
Subject: [PATCH 361/372] Update motus merge module to remove unused channel

---
 modules.json                                   | 2 +-
 modules/nf-core/modules/motus/merge/main.nf    | 1 -
 modules/nf-core/modules/motus/merge/meta.yml   | 3 ---
 subworkflows/local/standardisation_profiles.nf | 2 +-
 4 files changed, 2 insertions(+), 6 deletions(-)

diff --git a/modules.json b/modules.json
index 3149225..64fc39e 100644
--- a/modules.json
+++ b/modules.json
@@ -111,7 +111,7 @@
                 },
                 "motus/merge": {
                     "branch": "master",
-                    "git_sha": "8372df6fb2a7638adacae070860685373be61e1f"
+                    "git_sha": "54ff289487244bf15543ecfa62bd4df49be72b73"
                 },
                 "motus/profile": {
                     "branch": "master",
diff --git a/modules/nf-core/modules/motus/merge/main.nf b/modules/nf-core/modules/motus/merge/main.nf
index dcab92f..a050c7a 100644
--- a/modules/nf-core/modules/motus/merge/main.nf
+++ b/modules/nf-core/modules/motus/merge/main.nf
@@ -13,7 +13,6 @@ process MOTUS_MERGE {
     tuple val(meta), path(input)
     path db // to stop docker saying it can't find it... would have to have the module in upstream steps anyway
     path profile_version_yml, stageAs: 'profile_version.yml'
-    val biom_format
 
     output:
     tuple val(meta), path("*.txt") , optional: true, emit: txt
diff --git a/modules/nf-core/modules/motus/merge/meta.yml b/modules/nf-core/modules/motus/merge/meta.yml
index c9c7711..02d11d0 100644
--- a/modules/nf-core/modules/motus/merge/meta.yml
+++ b/modules/nf-core/modules/motus/merge/meta.yml
@@ -35,9 +35,6 @@ input:
         this itself without having the motus database present and configured with the tool
         so here we take it from what is already reported by the upstream module.
       pattern: "versions.yml"
-  - biom_format:
-      type: boolean
-      description: Whether to save output OTU table in biom format
 
 output:
   - versions:
diff --git a/subworkflows/local/standardisation_profiles.nf b/subworkflows/local/standardisation_profiles.nf
index a82b59d..9a867d1 100644
--- a/subworkflows/local/standardisation_profiles.nf
+++ b/subworkflows/local/standardisation_profiles.nf
@@ -109,7 +109,7 @@ workflow STANDARDISATION_PROFILES {
                                     [[id:it[0]], it[1]]
                                 }
 
-    MOTUS_MERGE ( ch_profiles_for_motus, ch_input_databases.motus.map{it[1]}, motu_version, [] )
+    MOTUS_MERGE ( ch_profiles_for_motus, ch_input_databases.motus.map{it[1]}, motu_version )
 
     if ( params.generate_biom_output ) {
         ch_standardised_tables = ch_standardised_tables.mix ( MOTUS_MERGE.out.biom )

From f43c54317ccdbb4798708b751206d59eaeeb2f02 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 16 Sep 2022 15:20:47 +0200
Subject: [PATCH 362/372] Update subworkflows/local/standardisation_profiles.nf

Co-authored-by: Sofia Stamouli <91951607+sofstam@users.noreply.github.com>
---
 subworkflows/local/standardisation_profiles.nf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/subworkflows/local/standardisation_profiles.nf b/subworkflows/local/standardisation_profiles.nf
index f63c10a..c8c364d 100644
--- a/subworkflows/local/standardisation_profiles.nf
+++ b/subworkflows/local/standardisation_profiles.nf
@@ -5,7 +5,7 @@
 include { KAIJU_KAIJU2TABLE                                                     } from '../../modules/nf-core/modules/kaiju/kaiju2table/main'
 include { KRAKENTOOLS_COMBINEKREPORTS                                           } from '../../modules/nf-core/modules/krakentools/combinekreports/main'
 include { KRAKENTOOLS_COMBINEKREPORTS as KRAKENTOOLS_COMBINEKREPORTS_CENTRIFUGE } from '../../modules/nf-core/modules/krakentools/combinekreports/main'
-include { METAPHLAN3_MERGEMETAPHLANTABLES } from '../../modules/nf-core/modules/metaphlan3/mergemetaphlantables/main'
+include { METAPHLAN3_MERGEMETAPHLANTABLES                                       } from '../../modules/nf-core/modules/metaphlan3/mergemetaphlantables/main'
 include { MOTUS_MERGE                                                           } from '../../modules/nf-core/modules/motus/merge/main'
 
 workflow STANDARDISATION_PROFILES {

From 93493468649e3f1504ca1b15eaaaf85b4555b876 Mon Sep 17 00:00:00 2001
From: Rafal Stepien <rstepien095@gmail.com>
Date: Fri, 16 Sep 2022 09:08:28 -0400
Subject: [PATCH 363/372] Remove --pep parameter and leave just --input

---
 README.md                                     |  2 +-
 conf/modules.config                           |  8 ++++++
 conf/test_pep.config                          |  9 +------
 lib/WorkflowMain.groovy                       |  4 +--
 modules.json                                  |  4 +--
 modules/nf-core/modules/eido/convert/main.nf  |  1 +
 modules/nf-core/modules/eido/convert/meta.yml |  3 +++
 modules/nf-core/modules/eido/validate/main.nf |  1 +
 .../nf-core/modules/eido/validate/meta.yml    |  3 +++
 nextflow.config                               |  1 -
 nextflow_schema.json                          |  9 ++-----
 workflows/taxprofiler.nf                      | 27 +++++++++----------
 12 files changed, 37 insertions(+), 35 deletions(-)

diff --git a/README.md b/README.md
index 6f64c5a..d1e6f33 100644
--- a/README.md
+++ b/README.md
@@ -73,7 +73,7 @@ On release, automated continuous integration tests run the pipeline on a full-si
    nextflow run nf-core/taxprofiler --input samplesheet.csv --databases database.csv --outdir <OUTDIR> --run_<TOOL1> --run_<TOOL1> -profile <docker/singularity/podman/shifter/charliecloud/conda/institute>
    ```
 
-  Note pipeline supports both CSV and PEP input sample sheets. Find out more [here](http://pep.databio.org/en/2.1.0/specification/).
+Note pipeline supports both CSV and PEP input sample sheets. Find out more [here](http://pep.databio.org/en/2.1.0/specification/).
 
 ## Documentation
 
diff --git a/conf/modules.config b/conf/modules.config
index e367a67..0efd251 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -421,4 +421,12 @@ process {
             saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
         ]
     }
+
+    withName: 'EIDO_VALIDATE' {
+        ext.args = '--st-index sample'
+    }
+
+    withName: 'EIDO_CONVERT' {
+        ext.args = '--st-index sample'
+    }
 }
diff --git a/conf/test_pep.config b/conf/test_pep.config
index e3428fd..7f8c95d 100644
--- a/conf/test_pep.config
+++ b/conf/test_pep.config
@@ -8,8 +8,7 @@ params {
     max_time   = '6.h'
 
     // Input data
-    input                                 = null
-    pep                                   = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/delete_me/pep/test_pep_format_files/config.yaml'
+    input                                 = 'https://raw.githubusercontent.com/nf-core/test-datasets/modules/data/delete_me/pep/test_pep_format_files/config.yaml'
     databases                             = 'https://raw.githubusercontent.com/nf-core/test-datasets/taxprofiler/database.csv'
     perform_shortread_qc                  = true
     perform_longread_qc                   = true
@@ -41,10 +40,4 @@ process {
     withName: MEGAN_RMA2INFO {
         maxForks = 1
     }
-    withName: 'EIDO_VALIDATE' {
-        ext.args = '--st-index sample'
-    }
-    withName: 'EIDO_CONVERT' {
-        ext.args = '--st-index sample'
-    }
 }
diff --git a/lib/WorkflowMain.groovy b/lib/WorkflowMain.groovy
index b9dd514..7883d70 100755
--- a/lib/WorkflowMain.groovy
+++ b/lib/WorkflowMain.groovy
@@ -74,8 +74,8 @@ class WorkflowMain {
         NfcoreTemplate.awsBatch(workflow, params)
 
         // Check input has been provided
-        if (!params.input && !params.pep) {
-            log.error "Please provide an input samplesheet to the pipeline e.g. '--input samplesheet.csv'"
+        if (!params.input) {
+            log.error "Please provide an input samplesheet or PEP to the pipeline e.g. '--input samplesheet.csv'"
             System.exit(1)
         }
     }
diff --git a/modules.json b/modules.json
index feed11f..d24c7e2 100644
--- a/modules.json
+++ b/modules.json
@@ -43,11 +43,11 @@
                 },
                 "eido/convert": {
                     "branch": "master",
-                    "git_sha": "c9b29c76869d9713130a13a418c1e8b5aecfb80d"
+                    "git_sha": "9764eef361ded86e9242075bda64c2662421386a"
                 },
                 "eido/validate": {
                     "branch": "master",
-                    "git_sha": "8c0127e071711cb0a2648a6bdf881637a9d7eadc"
+                    "git_sha": "38383cfaefc06cd35e25de99989a3e6ab9ed2980"
                 },
                 "fastp": {
                     "branch": "master",
diff --git a/modules/nf-core/modules/eido/convert/main.nf b/modules/nf-core/modules/eido/convert/main.nf
index 40cd57a..be4c02f 100644
--- a/modules/nf-core/modules/eido/convert/main.nf
+++ b/modules/nf-core/modules/eido/convert/main.nf
@@ -10,6 +10,7 @@ process EIDO_CONVERT {
     input:
     path samplesheet
     val format
+    path pep_input_base_dir
 
     output:
     path "versions.yml"           , emit: versions
diff --git a/modules/nf-core/modules/eido/convert/meta.yml b/modules/nf-core/modules/eido/convert/meta.yml
index 0cf354a..bd12e03 100644
--- a/modules/nf-core/modules/eido/convert/meta.yml
+++ b/modules/nf-core/modules/eido/convert/meta.yml
@@ -22,6 +22,9 @@ input:
   - format:
       type: value
       description: Extension of an output file
+  - pep_input_base_dir:
+      type: file
+      description: Optional path to the directory where files specified in a PEP config file are stored. Any paths specified in the config will need to be relative to this base directory.
 
 output:
   - versions:
diff --git a/modules/nf-core/modules/eido/validate/main.nf b/modules/nf-core/modules/eido/validate/main.nf
index bc6a111..e564e83 100644
--- a/modules/nf-core/modules/eido/validate/main.nf
+++ b/modules/nf-core/modules/eido/validate/main.nf
@@ -10,6 +10,7 @@ process EIDO_VALIDATE {
     input:
     path samplesheet
     path schema
+    path pep_input_base_dir
 
     output:
     path "versions.yml"  , emit: versions
diff --git a/modules/nf-core/modules/eido/validate/meta.yml b/modules/nf-core/modules/eido/validate/meta.yml
index 962f59e..eb7b295 100644
--- a/modules/nf-core/modules/eido/validate/meta.yml
+++ b/modules/nf-core/modules/eido/validate/meta.yml
@@ -23,6 +23,9 @@ input:
       type: file
       description: Schema that the samplesheet will be validated against
       pattern: "*.{yaml,yml}"
+  - pep_input_base_dir:
+      type: file
+      description: Optional path to the directory where files specified in a PEP config file are stored. Any paths specified in the config will need to be relative to this base directory.
 
 output:
   - versions:
diff --git a/nextflow.config b/nextflow.config
index f3c7756..9d03211 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -12,7 +12,6 @@ params {
     // TODO nf-core: Specify your pipeline's command line flags
     // Input options
     input                      = null
-    pep                        = null
 
 
     // References
diff --git a/nextflow_schema.json b/nextflow_schema.json
index e8690f2..ffe8313 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,18 +10,13 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["outdir", "databases"],
+            "required": ["outdir", "databases", "input"],
             "properties": {
-                "pep": {
-                    "type": "string",
-                    "format": "file-path",
-                    "pattern": "^\\S+\\.yaml$"
-                },
                 "input": {
                     "type": "string",
                     "format": "file-path",
                     "mimetype": "text/csv",
-                    "pattern": "^\\S+\\.csv$",
+                    "pattern": "^\\S+\\.(csv|yaml)$",
                     "schema": "assets/schema_input.json",
                     "description": "Path to comma-separated file containing information about the samples and libraries/runs.",
                     "help_text": "You will need to create a design file with information about the samples and libraries/runs you want to running in your pipeline run. Use this parameter to specify its location. It has to be a comma-separated file with 6 columns, and a header row. See [usage docs](https://nf-co.re/taxprofiler/usage#samplesheet-input).",
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index 76cc83c..b88b286 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -17,23 +17,22 @@ def checkPathParamList = [ params.input, params.databases, params.hostremoval_re
 for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true) } }
 
 // Check mandatory parameters
-if (params.input) {
+if ( params.input.endsWith(".yaml") ) {
+
+    if ( params.input.startsWith("http://") || params.input.startsWith("https://") ) {
+        ch_input = file(params.input)
+        ch_pep_input_base_dir = []
+    }
+    else {
+        ch_input = file(params.input)
+        ch_pep_input_base_dir = new File(params.input).getParent()
+    }
+
+} else if ( params.input.endsWith(".csv") ) {
     ch_input = file(params.input)
     ch_pep_input_base_dir = []
 
-} else if (params.pep) {
-
-    if ( params.pep.startsWith("http://") || params.pep.startsWith("https://") ) {
-        ch_input = file(params.pep)
-        ch_pep_input_base_dir = []
-    }
-
-    else {
-        ch_input = file(params.pep)
-        ch_pep_input_base_dir = new File(params.pep).getParent()
-    }
-
-}  else {
+} else {
     exit 1, 'Input samplesheet or PEP config not specified!'
 }
 

From e84b64f7e1c96a2bc9d867616a03aa60a4717a60 Mon Sep 17 00:00:00 2001
From: Rafal Stepien <43926522+rafalstepien@users.noreply.github.com>
Date: Mon, 19 Sep 2022 09:49:20 -0400
Subject: [PATCH 364/372] Update modules/local/samplesheet_check.nf

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 modules/local/samplesheet_check.nf | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
index f048351..91e0f04 100644
--- a/modules/local/samplesheet_check.nf
+++ b/modules/local/samplesheet_check.nf
@@ -15,7 +15,9 @@ process SAMPLESHEET_CHECK {
 
     script: // detect_reads.py script is bundled with the pipeline, in nf-core/taxprofiler/bin/
     """
-    python3 $projectDir/bin/detect_reads.py $samplesheet samplesheet_validated.csv
+    python3 $projectDir/bin/detect_reads.py \\
+        $samplesheet \\
+        samplesheet_validated.csv
 
     cat <<-END_VERSIONS > versions.yml
     "${task.process}":

From 5b6c18f0a2c7ec6de1982886518893e95bc8b089 Mon Sep 17 00:00:00 2001
From: Rafal Stepien <43926522+rafalstepien@users.noreply.github.com>
Date: Mon, 19 Sep 2022 09:49:28 -0400
Subject: [PATCH 365/372] Update nextflow.config

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 nextflow.config | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/nextflow.config b/nextflow.config
index 9d03211..80fce40 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -227,7 +227,7 @@ profiles {
     test_nopreprocessing    { includeConfig 'conf/test_nopreprocessing.config' }
     test_nothing            { includeConfig 'conf/test_nothing.config' }
     test_motus              { includeConfig 'conf/test_motus.config' }
-    test_pep { includeConfig 'conf/test_pep.config' }
+    test_pep                { includeConfig 'conf/test_pep.config' }
 }
 
 

From 0ccbf5093842a9e30aeaeb5156a89af7b3917f1b Mon Sep 17 00:00:00 2001
From: Rafal Stepien <43926522+rafalstepien@users.noreply.github.com>
Date: Mon, 19 Sep 2022 09:49:37 -0400
Subject: [PATCH 366/372] Update nextflow_schema.json

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 nextflow_schema.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index ffe8313..d5309ed 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,7 +10,7 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": ["outdir", "databases", "input"],
+            "required": [ "input", "outdir", "databases"],
             "properties": {
                 "input": {
                     "type": "string",

From 1584d6fc517a34acf19bfd29352b0645480f95a7 Mon Sep 17 00:00:00 2001
From: Rafal Stepien <43926522+rafalstepien@users.noreply.github.com>
Date: Mon, 19 Sep 2022 09:51:25 -0400
Subject: [PATCH 367/372] Update workflows/taxprofiler.nf

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 nextflow_schema.json              |  4 ++--
 subworkflows/local/input_check.nf |  6 +++---
 workflows/taxprofiler.nf          | 22 +++++-----------------
 3 files changed, 10 insertions(+), 22 deletions(-)

diff --git a/nextflow_schema.json b/nextflow_schema.json
index d5309ed..4a9237d 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,13 +10,13 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [ "input", "outdir", "databases"],
+            "required": ["input", "outdir", "databases"],
             "properties": {
                 "input": {
                     "type": "string",
                     "format": "file-path",
                     "mimetype": "text/csv",
-                    "pattern": "^\\S+\\.(csv|yaml)$",
+                    "pattern": "^\\S+\\.(csv|yaml|yml)$",
                     "schema": "assets/schema_input.json",
                     "description": "Path to comma-separated file containing information about the samples and libraries/runs.",
                     "help_text": "You will need to create a design file with information about the samples and libraries/runs you want to running in your pipeline run. Use this parameter to specify its location. It has to be a comma-separated file with 6 columns, and a header row. See [usage docs](https://nf-co.re/taxprofiler/usage#samplesheet-input).",
diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index 0a07538..447eb15 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -9,11 +9,11 @@ include { EIDO_CONVERT } from '../../modules/nf-core/modules/eido/convert/main'
 workflow INPUT_CHECK {
     take:
     samplesheet_or_pep_config // file: /path/to/samplesheet.csv or /path/to/pep/config.yaml
-    ch_pep_input_base_dir
+    pep_input_base_dir
 
     main:
-    EIDO_VALIDATE ( samplesheet_or_pep_config, file("$projectDir/assets/samplesheet_schema.yaml"), ch_pep_input_base_dir )
-    converted_samplesheet = EIDO_CONVERT ( samplesheet_or_pep_config, "csv", ch_pep_input_base_dir )
+    EIDO_VALIDATE ( samplesheet_or_pep_config, file("$projectDir/assets/samplesheet_schema.yaml"), pep_input_base_dir )
+    converted_samplesheet = EIDO_CONVERT ( samplesheet_or_pep_config, "csv", pep_input_base_dir )
     parsed_samplesheet = SAMPLESHEET_CHECK ( converted_samplesheet.samplesheet_converted )
         .csv
         .splitCsv ( header:true, sep:',' )
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index b88b286..6f7becf 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -17,23 +17,11 @@ def checkPathParamList = [ params.input, params.databases, params.hostremoval_re
 for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true) } }
 
 // Check mandatory parameters
-if ( params.input.endsWith(".yaml") ) {
-
-    if ( params.input.startsWith("http://") || params.input.startsWith("https://") ) {
-        ch_input = file(params.input)
-        ch_pep_input_base_dir = []
-    }
-    else {
-        ch_input = file(params.input)
-        ch_pep_input_base_dir = new File(params.input).getParent()
-    }
-
-} else if ( params.input.endsWith(".csv") ) {
-    ch_input = file(params.input)
-    ch_pep_input_base_dir = []
-
+if ( params.input ) {
+    ch_input              = file(params.input, checkIfExists: true)
+    pep_input_base_dir    = file(params.input).extension.matches("yaml|yml") ? file(file(params.input).getParent(), checkIfExists: true) :  []
 } else {
-    exit 1, 'Input samplesheet or PEP config not specified!'
+    exit 1, "Input samplesheet, or PEP config and base directory not specified"
 }
 
 if (params.databases) { ch_databases = file(params.databases) } else { exit 1, 'Input database sheet not specified!' }
@@ -116,7 +104,7 @@ workflow TAXPROFILER {
         SUBWORKFLOW: Read in samplesheet, validate and stage input files
     */
     INPUT_CHECK (
-        ch_input, ch_pep_input_base_dir
+        ch_input, pep_input_base_dir
     )
     ch_versions = ch_versions.mix(INPUT_CHECK.out.versions)
 

From 43a8aa4405e67e0616d63f71ef217ecb7b2e350b Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 27 Sep 2022 15:32:51 +0200
Subject: [PATCH 368/372] Remove detect_reads.py and replace remaining checks
 with nextflow code instead

---
 assets/samplesheet_schema.yaml     |   2 +
 bin/detect_reads.py                | 125 -----------------------------
 conf/modules.config                |   8 --
 modules/local/samplesheet_check.nf |  27 -------
 subworkflows/local/input_check.nf  |  34 +++++---
 5 files changed, 27 insertions(+), 169 deletions(-)
 delete mode 100644 bin/detect_reads.py
 delete mode 100644 modules/local/samplesheet_check.nf

diff --git a/assets/samplesheet_schema.yaml b/assets/samplesheet_schema.yaml
index 88ff451..366ee93 100644
--- a/assets/samplesheet_schema.yaml
+++ b/assets/samplesheet_schema.yaml
@@ -53,3 +53,5 @@ properties:
         - fasta
 required:
   - samples
+  - run_accession
+  - instrument_platform
diff --git a/bin/detect_reads.py b/bin/detect_reads.py
deleted file mode 100644
index 8a1430e..0000000
--- a/bin/detect_reads.py
+++ /dev/null
@@ -1,125 +0,0 @@
-#!/usr/bin/env python
-
-import argparse
-import csv
-import sys
-from typing import List, NoReturn
-
-
-def parse_args(args=None) -> argparse.Namespace:
-    """
-    Reformatting is based on detecting whether the reads are paired or single end.
-    Script appends appropriate column to samplesheet.csv file.
-    """
-    Description = "Reformat nf-core/taxprofiler samplesheet file."
-    Epilog = "Example usage: python detect_reads.py <FILE_IN> <FILE_OUT>"
-
-    parser = argparse.ArgumentParser(description=Description, epilog=Epilog)
-    parser.add_argument("FILE_IN", help="Input samplesheet file.")
-    parser.add_argument("FILE_OUT", help="Output file.")
-    return parser.parse_args(args)
-
-
-class ReadsModifier:
-    def __init__(self):
-        self.headers = None
-        self.sample_index = None
-        self.fastq_1_index = None
-        self.fastq_2_index = None
-        self.fasta_index = None
-
-    def detect_reads_and_reformat(self, input_file_path: str, output_file_path: str) -> NoReturn:
-        NEW_COLUMN_NAME = "single_end"
-        new_file_rows = []
-
-        with open(input_file_path, "r") as input_file:
-            csv_reader = csv.reader(input_file, delimiter=",")
-            self.headers = next(csv_reader)
-            self.headers.append(NEW_COLUMN_NAME)
-
-            self._infer_column_indexes()
-
-            for samplesheet_row in csv_reader:
-
-                if self._is_paired_end_short_read(samplesheet_row):
-                    new_file_rows.append([*samplesheet_row, "0"])
-
-                elif self._is_single_end_short_long_read(samplesheet_row):
-                    new_file_rows.append([*samplesheet_row, "1"])
-
-                elif self._is_single_end_long_read(samplesheet_row):
-                    new_file_rows.append([*samplesheet_row, "1"])
-
-                elif self._is_error_row(samplesheet_row):
-                    self.print_error(
-                        "FastQ and FastA files cannot be specified together in the same library!",
-                        "Line",
-                        ",".join(samplesheet_row),
-                    )
-                else:
-                    self.print_error("Invalid combination of columns provided!", "Line", ",".join(samplesheet_row))
-
-        self.save_reformatted_samplesheet([self.headers] + new_file_rows, output_file_path)
-
-    def _get_row_values(self, samplesheet_row):
-        """
-        This method extracts data from the columns for given row of samplesheet table, based on
-        previously infered column indexes.
-        """
-        sample = samplesheet_row[self.sample_index]
-        fastq_1 = samplesheet_row[self.fastq_1_index] if self.fastq_1_index else None
-        fastq_2 = samplesheet_row[self.fastq_2_index] if self.fastq_2_index else None
-        fasta = samplesheet_row[self.fasta_index] if self.fasta_index else None
-        return sample, fastq_1, fastq_2, fasta
-
-    def _infer_column_indexes(self):
-        """
-        This method infers indexes of necessary columns from samplesheet table
-        """
-        self.sample_index = self.headers.index("sample")
-        self.fastq_1_index = self.headers.index("fastq_1") if "fastq_1" in self.headers else None
-        self.fastq_2_index = self.headers.index("fastq_2") if "fastq_2" in self.headers else None
-        self.fasta_index = self.headers.index("fasta") if "fasta" in self.headers else None
-
-    def _is_paired_end_short_read(self, samplesheet_row: List) -> bool:
-        sample, fastq_1, fastq_2, _ = self._get_row_values(samplesheet_row)
-        return sample and fastq_1 and fastq_2
-
-    def _is_single_end_short_long_read(self, samplesheet_row: List) -> bool:
-        sample, fastq_1, fastq_2, _ = self._get_row_values(samplesheet_row)
-        return sample and fastq_1 and not fastq_2
-
-    def _is_single_end_long_read(self, samplesheet_row: List) -> bool:
-        sample, fastq_1, fastq_2, fasta = self._get_row_values(samplesheet_row)
-        return sample and fasta and not fastq_1 and not fastq_2
-
-    def _is_error_row(self, samplesheet_row: List) -> bool:
-        sample, fastq_1, fastq_2, fasta = self._get_row_values(samplesheet_row)
-        return fasta and (fastq_1 or fastq_2)
-
-    @staticmethod
-    def print_error(error: str, context: str = "Line", context_str: str = ""):
-        error_str = "ERROR: Please check samplesheet -> {}".format(error)
-        if context != "" and context_str != "":
-            error_str = "ERROR: Please check samplesheet -> {}\n{}: '{}'".format(
-                error, context.strip(), context_str.strip()
-            )
-        print(error_str)
-        sys.exit(1)
-
-    @staticmethod
-    def save_reformatted_samplesheet(new_file_rows: List[List], output_file_path: str) -> NoReturn:
-        """
-        Write new samplesheet.
-        """
-        with open(output_file_path, "w") as output_file:
-            csv.writer(output_file).writerows(new_file_rows)
-
-
-def main(args=None):
-    args = parse_args(args)
-    ReadsModifier().detect_reads_and_reformat(args.FILE_IN, args.FILE_OUT)
-
-
-if __name__ == "__main__":
-    sys.exit(main())
diff --git a/conf/modules.config b/conf/modules.config
index 0efd251..73cc042 100644
--- a/conf/modules.config
+++ b/conf/modules.config
@@ -12,14 +12,6 @@
 
 process {
 
-    withName: SAMPLESHEET_CHECK {
-        publishDir = [
-            path: { "${params.outdir}/pipeline_info" },
-            mode: params.publish_dir_mode,
-            saveAs: { filename -> filename.equals('versions.yml') ? null : filename }
-        ]
-    }
-
     withName: DATABASE_CHECK {
         publishDir = [
             path: { "${params.outdir}/pipeline_info" },
diff --git a/modules/local/samplesheet_check.nf b/modules/local/samplesheet_check.nf
deleted file mode 100644
index 91e0f04..0000000
--- a/modules/local/samplesheet_check.nf
+++ /dev/null
@@ -1,27 +0,0 @@
-process SAMPLESHEET_CHECK {
-    tag "$samplesheet"
-
-    conda (params.enable_conda ? "conda-forge::python=3.8.3" : null)
-    container "${ workflow.containerEngine == 'singularity' && !task.ext.singularity_pull_docker_container ?
-        'https://depot.galaxyproject.org/singularity/python:3.8.3' :
-        'quay.io/biocontainers/python:3.8.3' }"
-
-    input:
-    path samplesheet
-
-    output:
-    path '*.csv'       , emit: csv
-    path "versions.yml", emit: versions
-
-    script: // detect_reads.py script is bundled with the pipeline, in nf-core/taxprofiler/bin/
-    """
-    python3 $projectDir/bin/detect_reads.py \\
-        $samplesheet \\
-        samplesheet_validated.csv
-
-    cat <<-END_VERSIONS > versions.yml
-    "${task.process}":
-        python: \$(python --version | sed 's/Python //g')
-    END_VERSIONS
-    """
-}
diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index 447eb15..d54d2ad 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -2,7 +2,6 @@
 // Check input samplesheet and get read channels
 //
 
-include { SAMPLESHEET_CHECK } from '../../modules/local/samplesheet_check'
 include { EIDO_VALIDATE } from '../../modules/nf-core/modules/eido/validate/main'
 include { EIDO_CONVERT } from '../../modules/nf-core/modules/eido/convert/main'
 
@@ -12,26 +11,43 @@ workflow INPUT_CHECK {
     pep_input_base_dir
 
     main:
+    ch_versions = Channel.empty()
+
     EIDO_VALIDATE ( samplesheet_or_pep_config, file("$projectDir/assets/samplesheet_schema.yaml"), pep_input_base_dir )
-    converted_samplesheet = EIDO_CONVERT ( samplesheet_or_pep_config, "csv", pep_input_base_dir )
-    parsed_samplesheet = SAMPLESHEET_CHECK ( converted_samplesheet.samplesheet_converted )
-        .csv
+    ch_versions = ch_versions.mix(EIDO_VALIDATE.out.versions)
+
+    EIDO_CONVERT ( samplesheet_or_pep_config, "csv", pep_input_base_dir )
+    ch_versions = ch_versions.mix(EIDO_CONVERT.out.versions)
+
+    ch_parsed_samplesheet = EIDO_CONVERT.out.samplesheet_converted
         .splitCsv ( header:true, sep:',' )
+        .map{
+
+            // Checks not supported by EIDO(?)
+            if ( ( it['fastq_1'] != "" || it['fastq_2'] != "" ) && it['fasta'] != "" ) { exit 1, "[nf-core/taxprofiler] ERROR: FastQ and FastA files cannot be specified together in the same library. Check input samplesheet! Check sample: ${it['sample']}" }
+            if ( it['fastq_1'] == "" && it['fastq_2'] != "" )                          { exit 1, "[nf-core/taxprofiler] ERROR: Input samplesheet has a missing fastq_1 when fastq_2 is specified. Check sample: ${it['sample']}" }
+
+            single_end = it['fastq_2'] == "" ? true : false
+            it['single_end'] = single_end
+
+            [ it ]
+        }
+        .flatten()
         .branch {
             fasta: it['fasta'] != ''
             nanopore: it['instrument_platform'] == 'OXFORD_NANOPORE'
             fastq: true
         }
 
-    parsed_samplesheet.fastq
+    ch_parsed_samplesheet.fastq
         .map { create_fastq_channel(it) }
         .set { fastq }
 
-    parsed_samplesheet.nanopore
+    ch_parsed_samplesheet.nanopore
         .map { create_fastq_channel(it) }
         .set { nanopore }
 
-    parsed_samplesheet.fasta
+    ch_parsed_samplesheet.fasta
         .map { create_fasta_channel(it) }
         .set { fasta }
 
@@ -39,7 +55,7 @@ workflow INPUT_CHECK {
     fastq = fastq ?: []                       // channel: [ val(meta), [ reads ] ]
     nanopore = nanopore ?: []                 // channel: [ val(meta), [ reads ] ]
     fasta = fasta ?: []                       // channel: [ val(meta), fasta ]
-    versions = SAMPLESHEET_CHECK.out.versions // channel: [ versions.yml ]
+    versions = ch_versions                    // channel: [ versions.yml ]
 }
 
 // Function to get list of [ meta, [ fastq_1, fastq_2 ] ]
@@ -69,7 +85,7 @@ def create_fastq_channel(LinkedHashMap row) {
             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) ] ]
+            fastq_meta = [ meta, [ file(row.fastq_1), file(row.fastq_2) ] ]
         }
 
     }

From 87edc4569cef3290531ac0dbe56b1c407de26381 Mon Sep 17 00:00:00 2001
From: James Fellows Yates <jfy133@gmail.com>
Date: Tue, 27 Sep 2022 15:46:17 +0200
Subject: [PATCH 369/372] Move to a function

---
 subworkflows/local/input_check.nf | 27 +++++++++++++++------------
 1 file changed, 15 insertions(+), 12 deletions(-)

diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index d54d2ad..e8d5e7a 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -21,18 +21,7 @@ workflow INPUT_CHECK {
 
     ch_parsed_samplesheet = EIDO_CONVERT.out.samplesheet_converted
         .splitCsv ( header:true, sep:',' )
-        .map{
-
-            // Checks not supported by EIDO(?)
-            if ( ( it['fastq_1'] != "" || it['fastq_2'] != "" ) && it['fasta'] != "" ) { exit 1, "[nf-core/taxprofiler] ERROR: FastQ and FastA files cannot be specified together in the same library. Check input samplesheet! Check sample: ${it['sample']}" }
-            if ( it['fastq_1'] == "" && it['fastq_2'] != "" )                          { exit 1, "[nf-core/taxprofiler] ERROR: Input samplesheet has a missing fastq_1 when fastq_2 is specified. Check sample: ${it['sample']}" }
-
-            single_end = it['fastq_2'] == "" ? true : false
-            it['single_end'] = single_end
-
-            [ it ]
-        }
-        .flatten()
+        .map { check_missing_and_singleend_autodetect(it) }
         .branch {
             fasta: it['fasta'] != ''
             nanopore: it['instrument_platform'] == 'OXFORD_NANOPORE'
@@ -58,6 +47,19 @@ workflow INPUT_CHECK {
     versions = ch_versions                    // channel: [ versions.yml ]
 }
 
+// Function to validate input sheet and auto-detect R1/R2
+def check_missing_and_singleend_autodetect(LinkedHashMap row) {
+
+            // Checks not supported by EIDO(?)
+            if ( ( row['fastq_1'] != "" || row['fastq_2'] != "" ) && row['fasta'] != "" ) { exit 1, "[nf-core/taxprofiler] ERROR: FastQ and FastA files cannot be specified together in the same library. Check input samplesheet! Check sample: ${row['sample']}" }
+            if ( row['fastq_1'] == "" && row['fastq_2'] != "" )                            { exit 1, "[nf-core/taxprofiler] ERROR: Input samplesheet has a missing fastq_1 when fastq_2 is specified. Check sample: ${row['sample']}" }
+
+            single_end = row['fastq_2'] == "" ? true : false
+            row['single_end'] = single_end
+
+            return row
+}
+
 // Function to get list of [ meta, [ fastq_1, fastq_2 ] ]
 def create_fastq_channel(LinkedHashMap row) {
     // create meta map
@@ -90,6 +92,7 @@ def create_fastq_channel(LinkedHashMap row) {
 
     }
     return fastq_meta
+
 }// Function to get list of [ meta, fasta ]
 def create_fasta_channel(LinkedHashMap row) {
     def meta = [:]

From bfd260e9c8580043a9cefbf6530e32633436eff1 Mon Sep 17 00:00:00 2001
From: Rafal Stepien <43926522+rafalstepien@users.noreply.github.com>
Date: Mon, 19 Sep 2022 09:51:25 -0400
Subject: [PATCH 370/372] Update workflows/taxprofiler.nf

Co-authored-by: James A. Fellows Yates <jfy133@gmail.com>
---
 bin/detect_reads.py               | 100 ++++++++++++++----------------
 nextflow_schema.json              |   4 +-
 subworkflows/local/input_check.nf |   6 +-
 workflows/taxprofiler.nf          |  22 ++-----
 4 files changed, 56 insertions(+), 76 deletions(-)

diff --git a/bin/detect_reads.py b/bin/detect_reads.py
index 8a1430e..14f6a07 100644
--- a/bin/detect_reads.py
+++ b/bin/detect_reads.py
@@ -1,20 +1,29 @@
 #!/usr/bin/env python
-
 import argparse
 import csv
+import logging
 import sys
-from typing import List, NoReturn
+from enum import Enum
+from typing import List, NoReturn, Optional
 
 
-def parse_args(args=None) -> argparse.Namespace:
+class ColumnNames(str, Enum):
+    SAMPLE = "sample"
+    FASTQ_1 = "fastq_1"
+    FASTQ_2 = "fastq_2"
+    FASTA = "fasta"
+    SINGLE_END = "single_end"
+
+
+def parse_args(args: Optional[List[str]] = None) -> argparse.Namespace:
     """
     Reformatting is based on detecting whether the reads are paired or single end.
     Script appends appropriate column to samplesheet.csv file.
     """
-    Description = "Reformat nf-core/taxprofiler samplesheet file."
-    Epilog = "Example usage: python detect_reads.py <FILE_IN> <FILE_OUT>"
-
-    parser = argparse.ArgumentParser(description=Description, epilog=Epilog)
+    parser = argparse.ArgumentParser(
+        description="Reformat nf-core/taxprofiler samplesheet file.",
+        epilog="Example usage: python detect_reads.py <FILE_IN> <FILE_OUT>",
+    )
     parser.add_argument("FILE_IN", help="Input samplesheet file.")
     parser.add_argument("FILE_OUT", help="Output file.")
     return parser.parse_args(args)
@@ -29,86 +38,69 @@ class ReadsModifier:
         self.fasta_index = None
 
     def detect_reads_and_reformat(self, input_file_path: str, output_file_path: str) -> NoReturn:
-        NEW_COLUMN_NAME = "single_end"
         new_file_rows = []
 
-        with open(input_file_path, "r") as input_file:
-            csv_reader = csv.reader(input_file, delimiter=",")
-            self.headers = next(csv_reader)
-            self.headers.append(NEW_COLUMN_NAME)
-
-            self._infer_column_indexes()
+        with open(input_file_path, "r", newline="") as input_file:
+            csv_reader = csv.DictReader(input_file, delimiter=",")
+            self.headers = csv_reader.fieldnames
+            self.headers.append("single_end")
 
             for samplesheet_row in csv_reader:
 
                 if self._is_paired_end_short_read(samplesheet_row):
-                    new_file_rows.append([*samplesheet_row, "0"])
+                    samplesheet_row[ColumnNames.SINGLE_END] = "0"
+                    new_file_rows.append(samplesheet_row.values())
 
                 elif self._is_single_end_short_long_read(samplesheet_row):
-                    new_file_rows.append([*samplesheet_row, "1"])
+                    samplesheet_row[ColumnNames.SINGLE_END] = "1"
+                    new_file_rows.append(samplesheet_row.values())
 
                 elif self._is_single_end_long_read(samplesheet_row):
-                    new_file_rows.append([*samplesheet_row, "1"])
+                    samplesheet_row[ColumnNames.SINGLE_END] = "1"
+                    new_file_rows.append(samplesheet_row.values())
 
                 elif self._is_error_row(samplesheet_row):
-                    self.print_error(
+                    logging.error(
                         "FastQ and FastA files cannot be specified together in the same library!",
                         "Line",
-                        ",".join(samplesheet_row),
+                        ",".join(samplesheet_row.values()),
                     )
                 else:
-                    self.print_error("Invalid combination of columns provided!", "Line", ",".join(samplesheet_row))
+                    logging.error(
+                        "Invalid combination of columns provided!", "Line", ",".join(samplesheet_row.values())
+                    )
 
-        self.save_reformatted_samplesheet([self.headers] + new_file_rows, output_file_path)
+        ReadsModifier.save_reformatted_samplesheet([self.headers] + new_file_rows, output_file_path)
 
-    def _get_row_values(self, samplesheet_row):
+    def _get_row_values(self, samplesheet_row: dict):
         """
-        This method extracts data from the columns for given row of samplesheet table, based on
-        previously infered column indexes.
+        This method extracts data from the columns for given row of samplesheet table.
         """
-        sample = samplesheet_row[self.sample_index]
-        fastq_1 = samplesheet_row[self.fastq_1_index] if self.fastq_1_index else None
-        fastq_2 = samplesheet_row[self.fastq_2_index] if self.fastq_2_index else None
-        fasta = samplesheet_row[self.fasta_index] if self.fasta_index else None
-        return sample, fastq_1, fastq_2, fasta
+        return (
+            samplesheet_row.get(ColumnNames.SAMPLE),
+            samplesheet_row.get(ColumnNames.FASTQ_1),
+            samplesheet_row.get(ColumnNames.FASTQ_2),
+            samplesheet_row.get(ColumnNames.FASTA),
+        )
 
-    def _infer_column_indexes(self):
-        """
-        This method infers indexes of necessary columns from samplesheet table
-        """
-        self.sample_index = self.headers.index("sample")
-        self.fastq_1_index = self.headers.index("fastq_1") if "fastq_1" in self.headers else None
-        self.fastq_2_index = self.headers.index("fastq_2") if "fastq_2" in self.headers else None
-        self.fasta_index = self.headers.index("fasta") if "fasta" in self.headers else None
-
-    def _is_paired_end_short_read(self, samplesheet_row: List) -> bool:
+    def _is_paired_end_short_read(self, samplesheet_row: dict) -> bool:
         sample, fastq_1, fastq_2, _ = self._get_row_values(samplesheet_row)
         return sample and fastq_1 and fastq_2
 
-    def _is_single_end_short_long_read(self, samplesheet_row: List) -> bool:
+    def _is_single_end_short_long_read(self, samplesheet_row: dict) -> bool:
         sample, fastq_1, fastq_2, _ = self._get_row_values(samplesheet_row)
         return sample and fastq_1 and not fastq_2
 
-    def _is_single_end_long_read(self, samplesheet_row: List) -> bool:
+    def _is_single_end_long_read(self, samplesheet_row: dict) -> bool:
         sample, fastq_1, fastq_2, fasta = self._get_row_values(samplesheet_row)
         return sample and fasta and not fastq_1 and not fastq_2
 
-    def _is_error_row(self, samplesheet_row: List) -> bool:
+    def _is_error_row(self, samplesheet_row: dict) -> bool:
         sample, fastq_1, fastq_2, fasta = self._get_row_values(samplesheet_row)
         return fasta and (fastq_1 or fastq_2)
 
-    @staticmethod
-    def print_error(error: str, context: str = "Line", context_str: str = ""):
-        error_str = "ERROR: Please check samplesheet -> {}".format(error)
-        if context != "" and context_str != "":
-            error_str = "ERROR: Please check samplesheet -> {}\n{}: '{}'".format(
-                error, context.strip(), context_str.strip()
-            )
-        print(error_str)
-        sys.exit(1)
-
-    @staticmethod
-    def save_reformatted_samplesheet(new_file_rows: List[List], output_file_path: str) -> NoReturn:
+    @classmethod
+    def save_reformatted_samplesheet(cls, new_file_rows: List[List], output_file_path: str) -> NoReturn:
         """
         Write new samplesheet.
         """
diff --git a/nextflow_schema.json b/nextflow_schema.json
index d5309ed..4a9237d 100644
--- a/nextflow_schema.json
+++ b/nextflow_schema.json
@@ -10,13 +10,13 @@
             "type": "object",
             "fa_icon": "fas fa-terminal",
             "description": "Define where the pipeline should find input data and save output data.",
-            "required": [ "input", "outdir", "databases"],
+            "required": ["input", "outdir", "databases"],
             "properties": {
                 "input": {
                     "type": "string",
                     "format": "file-path",
                     "mimetype": "text/csv",
-                    "pattern": "^\\S+\\.(csv|yaml)$",
+                    "pattern": "^\\S+\\.(csv|yaml|yml)$",
                     "schema": "assets/schema_input.json",
                     "description": "Path to comma-separated file containing information about the samples and libraries/runs.",
                     "help_text": "You will need to create a design file with information about the samples and libraries/runs you want to running in your pipeline run. Use this parameter to specify its location. It has to be a comma-separated file with 6 columns, and a header row. See [usage docs](https://nf-co.re/taxprofiler/usage#samplesheet-input).",
diff --git a/subworkflows/local/input_check.nf b/subworkflows/local/input_check.nf
index 0a07538..447eb15 100644
--- a/subworkflows/local/input_check.nf
+++ b/subworkflows/local/input_check.nf
@@ -9,11 +9,11 @@ include { EIDO_CONVERT } from '../../modules/nf-core/modules/eido/convert/main'
 workflow INPUT_CHECK {
     take:
     samplesheet_or_pep_config // file: /path/to/samplesheet.csv or /path/to/pep/config.yaml
-    ch_pep_input_base_dir
+    pep_input_base_dir
 
     main:
-    EIDO_VALIDATE ( samplesheet_or_pep_config, file("$projectDir/assets/samplesheet_schema.yaml"), ch_pep_input_base_dir )
-    converted_samplesheet = EIDO_CONVERT ( samplesheet_or_pep_config, "csv", ch_pep_input_base_dir )
+    EIDO_VALIDATE ( samplesheet_or_pep_config, file("$projectDir/assets/samplesheet_schema.yaml"), pep_input_base_dir )
+    converted_samplesheet = EIDO_CONVERT ( samplesheet_or_pep_config, "csv", pep_input_base_dir )
     parsed_samplesheet = SAMPLESHEET_CHECK ( converted_samplesheet.samplesheet_converted )
         .csv
         .splitCsv ( header:true, sep:',' )
diff --git a/workflows/taxprofiler.nf b/workflows/taxprofiler.nf
index b88b286..6f7becf 100644
--- a/workflows/taxprofiler.nf
+++ b/workflows/taxprofiler.nf
@@ -17,23 +17,11 @@ def checkPathParamList = [ params.input, params.databases, params.hostremoval_re
 for (param in checkPathParamList) { if (param) { file(param, checkIfExists: true) } }
 
 // Check mandatory parameters
-if ( params.input.endsWith(".yaml") ) {
-
-    if ( params.input.startsWith("http://") || params.input.startsWith("https://") ) {
-        ch_input = file(params.input)
-        ch_pep_input_base_dir = []
-    }
-    else {
-        ch_input = file(params.input)
-        ch_pep_input_base_dir = new File(params.input).getParent()
-    }
-
-} else if ( params.input.endsWith(".csv") ) {
-    ch_input = file(params.input)
-    ch_pep_input_base_dir = []
-
+if ( params.input ) {
+    ch_input              = file(params.input, checkIfExists: true)
+    pep_input_base_dir    = file(params.input).extension.matches("yaml|yml") ? file(file(params.input).getParent(), checkIfExists: true) :  []
 } else {
-    exit 1, 'Input samplesheet or PEP config not specified!'
+    exit 1, "Input samplesheet, or PEP config and base directory not specified"
 }
 
 if (params.databases) { ch_databases = file(params.databases) } else { exit 1, 'Input database sheet not specified!' }
@@ -116,7 +104,7 @@ workflow TAXPROFILER {
         SUBWORKFLOW: Read in samplesheet, validate and stage input files
     */
     INPUT_CHECK (
-        ch_input, ch_pep_input_base_dir
+        ch_input, pep_input_base_dir
     )
     ch_versions = ch_versions.mix(INPUT_CHECK.out.versions)
 

From 8b559fba8661c84e4aeff0eb7770766d52a5f61b Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Thu, 29 Sep 2022 14:36:53 +0200
Subject: [PATCH 371/372] Pin version to get NXF to download correctly

---
 .github/workflows/ci.yml       | 4 ++--
 assets/samplesheet_schema.yaml | 2 --
 2 files changed, 2 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 5cea5b7..726c407 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -20,7 +20,7 @@ jobs:
     strategy:
       matrix:
         NXF_VER:
-          - "21.10.3"
+          - "21.10.6" ## TODO temporarily pinning later version that does work
           - "latest-everything"
         parameters:
           - "--perform_longread_qc false"
@@ -67,7 +67,7 @@ jobs:
     strategy:
       matrix:
         NXF_VER:
-          - "21.10.3"
+          - "21.10.6" ## TODO temporarily pinning later version that does work
           - "latest-everything"
 
     steps:
diff --git a/assets/samplesheet_schema.yaml b/assets/samplesheet_schema.yaml
index 366ee93..88ff451 100644
--- a/assets/samplesheet_schema.yaml
+++ b/assets/samplesheet_schema.yaml
@@ -53,5 +53,3 @@ properties:
         - fasta
 required:
   - samples
-  - run_accession
-  - instrument_platform

From 44146b8fe32b7d0bc0206da7dab8e2cb34ab3c84 Mon Sep 17 00:00:00 2001
From: "James A. Fellows Yates" <jfy133@gmail.com>
Date: Fri, 30 Sep 2022 08:34:53 +0200
Subject: [PATCH 372/372] Apply suggestions from code review

---
 .github/workflows/ci.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 726c407..5cea5b7 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -20,7 +20,7 @@ jobs:
     strategy:
       matrix:
         NXF_VER:
-          - "21.10.6" ## TODO temporarily pinning later version that does work
+          - "21.10.3"
           - "latest-everything"
         parameters:
           - "--perform_longread_qc false"
@@ -67,7 +67,7 @@ jobs:
     strategy:
       matrix:
         NXF_VER:
-          - "21.10.6" ## TODO temporarily pinning later version that does work
+          - "21.10.3"
           - "latest-everything"
 
     steps: