From ffeef1f55875fda7ddd51115dfc46e06f4d8ff25 Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Tue, 7 Feb 2023 17:44:40 +0100
Subject: [PATCH 01/37] Update nextflow.config

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

diff --git a/nextflow.config b/nextflow.config
index 2d6f062..1730382 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -98,5 +98,5 @@ manifest {
     description = 'Analysis of metagenomics data'
     mainScript = 'main.nf'
     nextflowVersion = '>=20.01.0'
-    version = '2.4'
+    version = '2.4.1'
 }
-- 
GitLab


From 3748ac5ec1d2e69739958b4deb88ea6128b95743 Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Fri, 24 Feb 2023 16:15:57 +0100
Subject: [PATCH 02/37] Update usage.md

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

diff --git a/docs/usage.md b/docs/usage.md
index 41cb601..8ca114b 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -342,7 +342,7 @@ For example check the version of software in the yaml file and the singularity r
 
 #### **`S08_binning` step:**
 
-* `--gtdbtk_bank`: indicates path to the GTDBTK database. 
+* `--gtdbtk_bank`: indicates path to the GTDBTK database (See : https://ecogenomics.github.io/GTDBTk/installing/index.html). 
 
 * `--metabat2_seed`: Set the seed for metabat2, for exact reproducibility of metabat2 (default: 0 (random seed))
 
-- 
GitLab


From e8b22edd4a70336a665303e0f795fc670249668b Mon Sep 17 00:00:00 2001
From: Vincent Darbot <vincent.darbot@inrae.fr>
Date: Wed, 8 Mar 2023 12:57:52 +0100
Subject: [PATCH 03/37] add checkm2_db paramater

---
 bin/db_versions.py           |  1 +
 conf/base.config             | 12 ++++++------
 main.nf                      | 12 +++++++-----
 modules/checkm2.nf           |  3 ++-
 modules/get_db_versions.nf   |  9 ++++++---
 subworkflows/00_databases.nf |  6 +++++-
 subworkflows/08_binning.nf   |  3 ++-
 7 files changed, 29 insertions(+), 17 deletions(-)

diff --git a/bin/db_versions.py b/bin/db_versions.py
index bf762bc..878cb19 100755
--- a/bin/db_versions.py
+++ b/bin/db_versions.py
@@ -49,6 +49,7 @@ def main():
 	with open(args.all_db,"r") as list_db:
 		lines = list_db.readlines()
 		for line in lines:
+			print(line)
 			list_info=info_db(line.strip())
 			print(*list_info,sep="\t")
 
diff --git a/conf/base.config b/conf/base.config
index 8bac4a7..d455576 100644
--- a/conf/base.config
+++ b/conf/base.config
@@ -13,7 +13,7 @@ process {
     memory = { 20.GB * task.attempt }
 
     errorStrategy = { task.exitStatus in [143,137,104,134,139] ? 'retry' : 'finish' }
-    maxRetries = 1
+    maxRetries = 3
     maxErrors = '-1'
     
     withName: CUTADAPT {
@@ -44,15 +44,15 @@ process {
         cpus = 25
     }
     withLabel: ASSEMBLY_SR {
-        memory = { 440.GB * task.attempt }
-        cpus = 20
+        memory = { 110.GB * task.attempt }
+        cpus = 10
     }
     withLabel: QUAST {
         cpus = 4
         memory = { 32.GB * task.attempt }
     }
     withName: READS_DEDUPLICATION {
-        memory = { 32.GB * task.attempt }
+        memory = { 128.GB * task.attempt }
     }
     withLabel: ASSEMBLY_FILTER {
         memory = { 2.GB * task.attempt }
@@ -101,8 +101,8 @@ process {
         cpus = 20
     }
     withName: BINETTE {
-        memory = { 20.GB * task.attempt }
-        cpus = 20
+        memory = { 128.GB * task.attempt }
+        cpus = 10
     }
     withName: GTDBTK {
         memory = { 64.GB * task.attempt }
diff --git a/main.nf b/main.nf
index d2c0456..1be4a39 100644
--- a/main.nf
+++ b/main.nf
@@ -92,8 +92,9 @@ include { MULTIQC } from './modules/multiqc'
        --taxdump                     Path or FTP adress of file taxdump.tar.gz. Default: "ftp://ftp.ncbi.nih.gov/pub/taxonomy/new_taxdump/new_taxdump.tar.gz".
 
      SO8_BINNING options:
-       --gtdbtk_bank                 Path to the GTDBTK database
        --skip_binning                Skip this step
+       --gtdbtk_bank                 Path to the GTDBTK database
+       --checkm2_bank                Path to the CheckM2 database
        --metabat2_seed               Set the seed for metabat2, for exact reproducibility of metabat2 (default: 0 (random seed))
        --binning_cross_alignment     Mapping strategy to compute co-abundances for binning: .
                                       'individual': Each sample is aligned against the assembly of the sample in question
@@ -208,8 +209,8 @@ workflow {
       exit 1, "You must specify --stop_at_structural_annot or specify a diamond bank with --diamond_bank"
   }
 
-  if ( !(params.stop_at_clean) && !(params.stop_at_assembly) && !(params.stop_at_filtering) && !(params.stop_at_structural_annot) && !(params.skip_binning ) &&!(params.gtdbtk_bank) ) {
-      exit 1, "You must specify --skip_binning or specify a GTDB-TK bank with --gtdbtk_bank"
+  if ( !(params.stop_at_clean) && !(params.stop_at_assembly) && !(params.stop_at_filtering) && !(params.stop_at_structural_annot) && !(params.skip_binning ) && !(params.gtdbtk_bank || params.checkm2_bank) ) {
+      exit 1, "You must specify --skip_binning or specify a GTDB-TK bank with --gtdbtk_bank and a checkm2 bank with --checkm2_bank"
   }
 
   if ( params.coassembly && params.binning_cross_alignment == 'group'){
@@ -290,7 +291,7 @@ workflow {
   ch_taxonomy = Channel.empty()
   ch_diamon_db = Channel.empty()
   ch_gtbdtk_db = Channel.empty()
-
+  ch_gtbdtk_db = Channel.empty()
 
   DATABASES ()
   ch_host_fasta = DATABASES.out.host_fasta
@@ -300,6 +301,7 @@ workflow {
   ch_taxonomy = DATABASES.out.taxonomy
   ch_diamon_db = DATABASES.out.diamond
   ch_gtbdtk_db = DATABASES.out.gtdbtk
+  ch_checkm2_db = DATABASES.out.checkm2
 
   ch_multiqc_config = Channel.empty()
 
@@ -449,7 +451,7 @@ workflow {
 
   if ( !params.stop_at_clean && !params.stop_at_assembly && !params.stop_at_filtering && !params.stop_at_structural_annot && !params.skip_binning ) {
 
-    S08_BINNING( ch_reads, ch_assembly, ch_bam, ch_gtbdtk_db, ch_quast, ch_circular)
+    S08_BINNING( ch_reads, ch_assembly, ch_bam, ch_gtbdtk_db, ch_checkm2_db, ch_quast, ch_circular)
     ch_bins_abundances_report = S08_BINNING.out.bins_abundances_report
     ch_bins_stats_report = S08_BINNING.out.bins_stats_report
 
diff --git a/modules/checkm2.nf b/modules/checkm2.nf
index 94fc69c..8f257ed 100644
--- a/modules/checkm2.nf
+++ b/modules/checkm2.nf
@@ -3,6 +3,7 @@ process CHECKM2 {
   publishDir "${params.outdir}/08_binning/08_1_binning_per_sample/${meta.id}", mode: 'copy', pattern: "checkm2/*"
   input:
     tuple val(meta), val(bins)
+    val(checkm2_db)
       
   output:
     tuple val(meta.id), path("checkm2/*"), emit: checkm2
@@ -10,7 +11,7 @@ process CHECKM2 {
 
   script:
   """
-    checkm2 predict -x fa --threads ${task.cpus} --input ${bins.join(' ')} --output-directory checkm2/ 
+    checkm2 predict -x fa --threads ${task.cpus} --database_path ${checkm2_db} --input ${bins.join(' ')} --output-directory checkm2/ 
 
     echo "\$(checkm2 --version)_modified" > v_checkm2.txt
   """ 
diff --git a/modules/get_db_versions.nf b/modules/get_db_versions.nf
index 9805a29..b64e41b 100644
--- a/modules/get_db_versions.nf
+++ b/modules/get_db_versions.nf
@@ -10,6 +10,7 @@ process GET_DB_VERSIONS {
   path taxdump
   path diamond
   path gtdbtk
+  path checkm2
 
 
   output:
@@ -48,8 +49,10 @@ process GET_DB_VERSIONS {
     echo "GTDBTK ${gtdbtk}" > gtdbtk_db.txt
   fi
 
-  checkm2=\$(checkm2 database --current 2>&1 |  tail -n1 |awk '{ print \$5 }')
-  echo "Diamond_checkm2 \$checkm2" > checkm2_db.txt
+  if [[ "${checkm2}" != "" ]]
+  then   
+    echo "Checkm2 ${checkm2}" > checkm2_db.txt
+  fi
 
   if [[ `ls | grep db.txt` ]]
   then
@@ -64,4 +67,4 @@ process GET_DB_VERSIONS {
   db_versions.py -a all_db.txt >> db_versions.tsv
   """
 
-}
\ No newline at end of file
+}
diff --git a/subworkflows/00_databases.nf b/subworkflows/00_databases.nf
index dd2761a..5d3c449 100644
--- a/subworkflows/00_databases.nf
+++ b/subworkflows/00_databases.nf
@@ -89,9 +89,11 @@ workflow DATABASES {
         }
 
         ch_gtdbtk_db = Channel.empty()
+        ch_checkm2_db = Channel.empty()
 
         if ( !(params.stop_at_clean) && !(params.stop_at_assembly) && !(params.stop_at_filtering) && !(params.stop_at_structural_annot) && !(params.skip_binning) ) {
-            ch_gtdbtk_db = Channel.fromPath(params.gtdbtk_bank)    
+            ch_gtdbtk_db = Channel.fromPath(params.gtdbtk_bank)
+            ch_checkm2_db = Channel.fromPath(params.checkm2_bank)
         }
         
         GET_DB_VERSIONS(
@@ -102,6 +104,7 @@ workflow DATABASES {
             ch_taxdump.ifEmpty([]),
             ch_diamond.ifEmpty([]),
             ch_gtdbtk_db.ifEmpty([]),
+            ch_checkm2_db.ifEmpty([])
         )
         
     emit:
@@ -112,6 +115,7 @@ workflow DATABASES {
         taxonomy = ch_taxonomy.first()
         diamond = ch_diamond
         gtdbtk = ch_gtdbtk_db
+        checkm2 = ch_checkm2_db
 }
 
 process INDEX_HOST {
diff --git a/subworkflows/08_binning.nf b/subworkflows/08_binning.nf
index eceb6a0..ccda5ad 100644
--- a/subworkflows/08_binning.nf
+++ b/subworkflows/08_binning.nf
@@ -15,6 +15,7 @@ workflow STEP_08_BINNING {
   assembly
   bam
   gtdbtk_db
+  checkm2_db
   quast
   circular
 
@@ -148,7 +149,7 @@ workflow STEP_08_BINNING {
                                     single: bins.size() == 1
                                 }
 
-  CHECKM2(ch_bins_set.single)
+  CHECKM2(ch_bins_set.single, checkm2_db)
   ch_checkm2_v = CHECKM2.out.v_checkm2
 
 
-- 
GitLab


From e781f60610ca349e79e7ba1964c8b2535d2d67b2 Mon Sep 17 00:00:00 2001
From: Vincent Darbot <vincent.darbot@inrae.fr>
Date: Tue, 21 Mar 2023 08:33:28 +0100
Subject: [PATCH 04/37] filter_diamond_hits.py: fix identity and coverage by
 multypling by 100

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

diff --git a/bin/filter_diamond_hits.py b/bin/filter_diamond_hits.py
index a29e514..ac569ac 100755
--- a/bin/filter_diamond_hits.py
+++ b/bin/filter_diamond_hits.py
@@ -67,7 +67,7 @@ def get_all_hits_per_query(blast_result_file):
 
 def is_identity_and_coverage_ok(hit, min_identity, min_coverage):
 
-    qcovhsp = (int(hit["qend"]) - int(hit["qstart"]) + 1) / int(hit['qlen'])
+    qcovhsp = (int(hit["qend"]) - int(hit["qstart"]) + 1) / int(hit['qlen']) * 100
     return float(hit['pident']) >= min_identity and qcovhsp >= min_coverage
 
 
-- 
GitLab


From a23aa028ef8fd49d5fe6cf8d8feda59047f37eea Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Tue, 21 Mar 2023 14:13:48 +0100
Subject: [PATCH 05/37] advise to read help because last version need to load
 java

---
 docs/installation.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/docs/installation.md b/docs/installation.md
index f942fce..4bca773 100644
--- a/docs/installation.md
+++ b/docs/installation.md
@@ -16,6 +16,7 @@ For any issue during Nextflow installation and use, you can see [this tutorial](
 
 You only need to know Nextflow version installed on genologin.
 * Run `search_module Nextflow` to find Nextflow available versions.
+* See corresponding help in more /usr/local/bioinfo/src/Nextflow/How_to_use_SLURM_Nextflow
 * Keep in mind the last version of Nextflow installed (>=v20).
 
    **WARNING:** you must use Nextflow versions available [here](http://bioinfo.genotoul.fr/index.php/how-to-use/?software=How_to_use_SLURM_Nextflow). Don't use `bioinfo/nfcore-Nextflow` versions of Nextflow.
-- 
GitLab


From 76647cf93bdfc7b4cbb6b06a7faa9967ebd758c9 Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Wed, 22 Mar 2023 15:01:41 +0100
Subject: [PATCH 06/37] add checkm2_bank parameter

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

diff --git a/docs/usage.md b/docs/usage.md
index 8ca114b..aa4f2d3 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -344,6 +344,8 @@ For example check the version of software in the yaml file and the singularity r
 
 * `--gtdbtk_bank`: indicates path to the GTDBTK database (See : https://ecogenomics.github.io/GTDBTk/installing/index.html). 
 
+* `--checkm2_bank`: indicates path to the checkm2 database (PATH/uniref100.KO.1.dmnd). To download it, launch `singularity exec -B YOUR_ACTUAL_PATH -B /work/bank/ -B /bank -B /work2 -B /work -B /save -B /home -B /work/project -B /usr/local/bioinfo PATH_TO/binning.sif checkm2 database --download --path YOUR_ACTUAL_PATH/checkm2DB`. Adapt -B parameter to your infradtructure if you are not in genologin. This command will return 2 non-blocking errors.
+
 * `--metabat2_seed`: Set the seed for metabat2, for exact reproducibility of metabat2 (default: 0 (random seed))
 
 * `--min_completeness [nb]`: Minimum % of bins completeness for the bins to be kept after bin_refinement step. Default: 50 
-- 
GitLab


From ae2fccd122eb3f7a0924c8f44f73ed0a23d7f39f Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Wed, 22 Mar 2023 15:03:24 +0100
Subject: [PATCH 07/37] correct typos

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

diff --git a/docs/usage.md b/docs/usage.md
index aa4f2d3..c154ef8 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -344,7 +344,7 @@ For example check the version of software in the yaml file and the singularity r
 
 * `--gtdbtk_bank`: indicates path to the GTDBTK database (See : https://ecogenomics.github.io/GTDBTk/installing/index.html). 
 
-* `--checkm2_bank`: indicates path to the checkm2 database (PATH/uniref100.KO.1.dmnd). To download it, launch `singularity exec -B YOUR_ACTUAL_PATH -B /work/bank/ -B /bank -B /work2 -B /work -B /save -B /home -B /work/project -B /usr/local/bioinfo PATH_TO/binning.sif checkm2 database --download --path YOUR_ACTUAL_PATH/checkm2DB`. Adapt -B parameter to your infradtructure if you are not in genologin. This command will return 2 non-blocking errors.
+* `--checkm2_bank`: indicates path to the checkm2 database (`PATH/uniref100.KO.1.dmnd`). To download it, launch `singularity exec -B YOUR_ACTUAL_PATH -B /work/bank/ -B /bank -B /work2 -B /work -B /save -B /home -B /work/project -B /usr/local/bioinfo PATH_TO/binning.sif checkm2 database --download --path YOUR_ACTUAL_PATH/checkm2DB`. Adapt -B parameter to your infrastructure if you are not in genologin. This command will return 2 non-blocking errors, don't worry about them.
 
 * `--metabat2_seed`: Set the seed for metabat2, for exact reproducibility of metabat2 (default: 0 (random seed))
 
-- 
GitLab


From f0bcf30b402d071530394ff1fb9f50915887c9fa Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Wed, 22 Mar 2023 16:57:58 +0100
Subject: [PATCH 08/37] add checkm2 parameter

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

diff --git a/conf/functional_test.config b/conf/functional_test.config
index fd02222..b368c07 100644
--- a/conf/functional_test.config
+++ b/conf/functional_test.config
@@ -22,6 +22,7 @@ params {
     taxdump = "/work/project/plateforme/metaG/functional_test/FT_banks/taxonomy_2021-12-7/new_taxdump"
     accession2taxid = "/work/project/plateforme/metaG/functional_test/FT_banks/taxonomy_2021-12-7/prot.accession2taxid.FULL"
     diamond_bank = "/work/project/plateforme/metaG/functional_test/FT_banks/refseq_bacteria_2021-05-20/refseq_bacteria_100000.dmnd"
+    checkm2_bank = "/work/project/plateforme/metaG/functional_test/FT_banks/checkm2DB/CheckM2_database/uniref100.KO.1.dmnd"
     host_index = "/work/project/plateforme/metaG/functional_test/metagwgs-test-datasets/small/input/host/Homo_sapiens.GRCh38_chr21.fa.{0123,amb,ann,bwt.2bit.64,pac,sa}"
     host_fasta = "/work/project/plateforme/metaG/functional_test/metagwgs-test-datasets/small/input/host/Homo_sapiens.GRCh38_chr21.fa"
     input = "/work/project/plateforme/metaG/functional_test/metagwgs-test-datasets/small/input/samplesheet.csv"
-- 
GitLab


From 4a3fc507798edbbb4d0ec4cfd663c816fb10634d Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Fri, 24 Mar 2023 14:16:46 +0100
Subject: [PATCH 09/37] Update databanks in README.md

---
 functional_tests/README.md | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/functional_tests/README.md b/functional_tests/README.md
index 8e2fa42..718def9 100644
--- a/functional_tests/README.md
+++ b/functional_tests/README.md
@@ -54,6 +54,9 @@ This archive contains data banks for:
     - **Diamond** (_refseq_bacteria_2021-05-20_)
     - **NCBI Taxonomy** (_taxonomy_2021-12-7_ )
     - **Eggnog Mapper** (_eggnog-mapper-2.1.9_)
+    - **gtdb** (release207_v2)
+    - **Homo_sapiens.GRCh38_chr21** for host genome
+    - **/uniref100.KO.1.dmnd** for checkm2
 
 
 4. Set enviroment variables and adapt configuration file
-- 
GitLab


From e64430a58b820d11bdf38d03cac99b4294dc0cd9 Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Fri, 24 Mar 2023 14:17:48 +0100
Subject: [PATCH 10/37] correct typo

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

diff --git a/functional_tests/README.md b/functional_tests/README.md
index 718def9..a687d32 100644
--- a/functional_tests/README.md
+++ b/functional_tests/README.md
@@ -56,7 +56,7 @@ This archive contains data banks for:
     - **Eggnog Mapper** (_eggnog-mapper-2.1.9_)
     - **gtdb** (release207_v2)
     - **Homo_sapiens.GRCh38_chr21** for host genome
-    - **/uniref100.KO.1.dmnd** for checkm2
+    - **uniref100.KO.1.dmnd** for checkm2
 
 
 4. Set enviroment variables and adapt configuration file
-- 
GitLab


From 3389e46b5f62d62a9ee28000131d3e069cfdb21f Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Tue, 28 Mar 2023 12:03:20 +0200
Subject: [PATCH 11/37] change singularity path to force user to think about it

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

diff --git a/conf/functional_test.config b/conf/functional_test.config
index b368c07..8c0579f 100644
--- a/conf/functional_test.config
+++ b/conf/functional_test.config
@@ -5,9 +5,9 @@ singularity.enabled = true
 singularity.autoMounts = true
 
 process {
-    container = "/work/project/plateforme/metaG/functional_test/singularity_img/v2.4/metagwgs.sif"
+    container = "/PATH_TO_SINGULARITY_IMAGE_YOU_WANT_TO_TEST/metagwgs.sif"
     withLabel: BINNING {
-        container = "/work/project/plateforme/metaG/functional_test/singularity_img/v2.4/binning.sif"
+        container = "/PATH_TO_SINGULARITY_IMAGE_YOU_WANT_TO_TEST/binning.sif"
     }
 } 
 
-- 
GitLab


From fc395da8786299c112c5c9fbbd062ed7fd2db20f Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Tue, 28 Mar 2023 20:50:31 +0200
Subject: [PATCH 12/37] add checkm2_bank parameter

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

diff --git a/nextflow.config b/nextflow.config
index 1730382..f733e4e 100644
--- a/nextflow.config
+++ b/nextflow.config
@@ -16,6 +16,7 @@ params {
     min_contigs_cpm = 1
     diamond_bank = ""
     gtdbtk_bank = ""
+    checkm2_bank = ""
     percentage_identity = 0.95
     type = ""
     coassembly = false
-- 
GitLab


From 3aa889b6ffd2e720f58b4bff3e55862134a50196 Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Thu, 6 Apr 2023 16:45:18 +0200
Subject: [PATCH 13/37] Update usage.md

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

diff --git a/docs/usage.md b/docs/usage.md
index c154ef8..99776b4 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -369,7 +369,7 @@ For example check the version of software in the yaml file and the singularity r
 #### Check your configuration and parameters
 Because it has many levels of configuration we advise you to check your configuration using the following command: 
 For example:
-```module load bioinfo/nfcore-Nextflow-v21.10.6; module load system/singularity-3.7.3; nextflow config -profile genotoul ~/work/metagWGSNewVersion/metagwgs/main.nf```
+```module load bioinfo/Nextflow-v21.04.1; module load system/singularity-3.7.3; nextflow config -profile genotoul path_to/metagwgs/main.nf```
 will output all the configuration that will be used by the workflow
 
 ## V. Description of output files
-- 
GitLab


From ecad8b36819217d68d50f2c87693de451362cd6f Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Fri, 7 Apr 2023 14:02:23 +0200
Subject: [PATCH 14/37] fix checkm2 and binette version to improve
 reproductibility

---
 env/Singularity_recipe_binning | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/env/Singularity_recipe_binning b/env/Singularity_recipe_binning
index 91b90c6..c4c2d8d 100644
--- a/env/Singularity_recipe_binning
+++ b/env/Singularity_recipe_binning
@@ -12,14 +12,12 @@ apt-get update && apt-get install -y procps build-essential g++ && apt-get clean
 
 export PATH=/opt/conda/envs/binning/bin:$PATH
 
-git clone --recursive https://github.com/chklovski/checkm2.git
+git clone --branch 1.0.1 git@github.com:chklovski/CheckM2.git
 
 pip install checkm2/
 export PATH=/opt/conda/envs/binning/bin/:/checkm2/bin/:$PATH
 
-checkm2 database --download --path '.' || echo checkm2 database failed but it is probably ok
-
-git clone https://github.com/genotoul-bioinfo/Binette.git
+git clone --branch 0.1.2 https://github.com/genotoul-bioinfo/Binette.git
 pip install Binette/
 
 %environment
@@ -27,4 +25,4 @@ export PATH=/opt/conda/envs/binning/bin/:/checkm2/bin/:$PATH
 
 %runscript
      "$@"
- 
\ No newline at end of file
+ 
-- 
GitLab


From 572e8dd127f90f47a5c5706cc6ddb641df94d395 Mon Sep 17 00:00:00 2001
From: Mainguy Jean <jmainguy@genoscope.cns.fr>
Date: Fri, 7 Apr 2023 14:30:05 +0200
Subject: [PATCH 15/37] add tag to condaforge image

---
 env/Singularity_recipe_binning | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/env/Singularity_recipe_binning b/env/Singularity_recipe_binning
index c4c2d8d..7aad862 100644
--- a/env/Singularity_recipe_binning
+++ b/env/Singularity_recipe_binning
@@ -1,5 +1,5 @@
 Bootstrap: docker
-From: condaforge/mambaforge
+From: condaforge/mambaforge:latest
 IncludeCmd: yes
 
 %files
-- 
GitLab


From 600b2c73c2ff40096ebf7fa87bbb4abe1bb86401 Mon Sep 17 00:00:00 2001
From: Mainguy Jean <jmainguy@genoscope.cns.fr>
Date: Fri, 7 Apr 2023 14:35:40 +0200
Subject: [PATCH 16/37] use previous conda forge image to prevent fail with
 incorrect manifest

---
 env/Singularity_recipe_binning | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/env/Singularity_recipe_binning b/env/Singularity_recipe_binning
index 7aad862..e8f602d 100644
--- a/env/Singularity_recipe_binning
+++ b/env/Singularity_recipe_binning
@@ -1,5 +1,5 @@
 Bootstrap: docker
-From: condaforge/mambaforge:latest
+From: condaforge/mambaforge:22.11.1-4
 IncludeCmd: yes
 
 %files
-- 
GitLab


From bf1d00faaaf69f8b8de4514c0e21f2de53a744ad Mon Sep 17 00:00:00 2001
From: Mainguy Jean <jmainguy@genoscope.cns.fr>
Date: Fri, 7 Apr 2023 15:07:34 +0200
Subject: [PATCH 17/37] update singularity version

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index bd89fce..4cd296f 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,6 +1,6 @@
 # recipe for building singularity image and deploy it on the registery for bwa version 0.7.17
 image:
-   name: quay.io/singularity/singularity:v3.4.0
+   name: quay.io/singularity/singularity:v3.11.0
    entrypoint: [""]
 
 stages:
-- 
GitLab


From f7358147a8a642cd5022584939ac0ac95091e074 Mon Sep 17 00:00:00 2001
From: Mainguy Jean <jmainguy@genoscope.cns.fr>
Date: Fri, 7 Apr 2023 15:12:12 +0200
Subject: [PATCH 18/37] Update Singularity_recipe_binning

---
 env/Singularity_recipe_binning | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/env/Singularity_recipe_binning b/env/Singularity_recipe_binning
index e8f602d..c4c2d8d 100644
--- a/env/Singularity_recipe_binning
+++ b/env/Singularity_recipe_binning
@@ -1,5 +1,5 @@
 Bootstrap: docker
-From: condaforge/mambaforge:22.11.1-4
+From: condaforge/mambaforge
 IncludeCmd: yes
 
 %files
-- 
GitLab


From 857c4096f29ee7e434dc960025c09ae664cf4b8b Mon Sep 17 00:00:00 2001
From: Mainguy Jean <jmainguy@genoscope.cns.fr>
Date: Fri, 7 Apr 2023 15:24:38 +0200
Subject: [PATCH 19/37] Update .gitlab-ci.yml file

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4cd296f..153418a 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,6 +1,6 @@
 # recipe for building singularity image and deploy it on the registery for bwa version 0.7.17
 image:
-   name: quay.io/singularity/singularity:v3.11.0
+   name: quay.io/singularity/singularity:v3.8.0
    entrypoint: [""]
 
 stages:
-- 
GitLab


From 67be201978d98e65b58550c0b1969727d28c90f4 Mon Sep 17 00:00:00 2001
From: Mainguy Jean <jmainguy@genoscope.cns.fr>
Date: Fri, 7 Apr 2023 15:26:24 +0200
Subject: [PATCH 20/37] try with 3.10.0 singularity image

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 153418a..807ad0a 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,6 +1,6 @@
 # recipe for building singularity image and deploy it on the registery for bwa version 0.7.17
 image:
-   name: quay.io/singularity/singularity:v3.8.0
+   name: quay.io/singularity/singularity:v3.10.0
    entrypoint: [""]
 
 stages:
-- 
GitLab


From a1b15110e6b22f1918cfeba793e35b7d195321b7 Mon Sep 17 00:00:00 2001
From: Mainguy Jean <jmainguy@genoscope.cns.fr>
Date: Fri, 7 Apr 2023 15:59:30 +0200
Subject: [PATCH 21/37] install checkm2 and binette using github archive to fix
 version

---
 env/Singularity_recipe_binning | 19 ++++++++++++++-----
 1 file changed, 14 insertions(+), 5 deletions(-)

diff --git a/env/Singularity_recipe_binning b/env/Singularity_recipe_binning
index c4c2d8d..279ac91 100644
--- a/env/Singularity_recipe_binning
+++ b/env/Singularity_recipe_binning
@@ -8,17 +8,24 @@ env/binning.yml /
 %post
 # build-essential g++ are needed to pip install checkm2
 apt-get update && apt-get install -y procps build-essential g++ && apt-get clean -y
-/opt/conda/bin/mamba env create -f /binning.yml  && /opt/conda/bin/conda clean -a
+/opt/conda/bin/mamba env create -q -f /binning.yml  && /opt/conda/bin/conda clean -a
 
 export PATH=/opt/conda/envs/binning/bin:$PATH
 
-git clone --branch 1.0.1 git@github.com:chklovski/CheckM2.git
+# install Checkm2 
+wget https://github.com/chklovski/CheckM2/archive/refs/tags/1.0.1.tar.gz
+tar -xf 1.0.1.tar.gz
+rm 1.0.1.tar.gz
 
-pip install checkm2/
+pip install CheckM2-1.0.1/
 export PATH=/opt/conda/envs/binning/bin/:/checkm2/bin/:$PATH
 
-git clone --branch 0.1.2 https://github.com/genotoul-bioinfo/Binette.git
-pip install Binette/
+# install Binette
+wget  https://github.com/genotoul-bioinfo/Binette/archive/refs/tags/v0.1.2.tar.gz 
+tar -xf v0.1.2.tar.gz 
+rm v0.1.2.tar.gz
+
+pip install Binette-0.1.2/
 
 %environment
 export PATH=/opt/conda/envs/binning/bin/:/checkm2/bin/:$PATH
@@ -26,3 +33,5 @@ export PATH=/opt/conda/envs/binning/bin/:/checkm2/bin/:$PATH
 %runscript
      "$@"
  
+
+ 
-- 
GitLab


From 55b1b4442d8acf4fa9a9f2bf7248c0d337849979 Mon Sep 17 00:00:00 2001
From: Mainguy Jean <jmainguy@genoscope.cns.fr>
Date: Fri, 7 Apr 2023 16:25:35 +0200
Subject: [PATCH 22/37] add checkm2 db input in BINETTE process

---
 subworkflows/08_binning.nf | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/subworkflows/08_binning.nf b/subworkflows/08_binning.nf
index ccda5ad..e9f6192 100644
--- a/subworkflows/08_binning.nf
+++ b/subworkflows/08_binning.nf
@@ -169,7 +169,8 @@ workflow STEP_08_BINNING {
 
   ch_bins_assembly = ch_bins_set.multiple.join(ch_assembly)
 
-  BINETTE(ch_bins_assembly, params.min_completeness, params.max_contamination)
+  BINETTE(ch_bins_assembly, params.min_completeness, params.max_contamination, checkm2_db)
+  
   ch_binette_bins = BINETTE.out.bins
 
   ch_binette_stats = BINETTE.out.checkm_stats.join(ch_binette_bins)
-- 
GitLab


From c4d679223bf5dbbecadd7755d0bba97f2f879939 Mon Sep 17 00:00:00 2001
From: Mainguy Jean <jmainguy@genoscope.cns.fr>
Date: Fri, 7 Apr 2023 16:26:43 +0200
Subject: [PATCH 23/37] add checkm2 db in binette command

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

diff --git a/modules/binning.nf b/modules/binning.nf
index 6d90b0f..cfb9018 100644
--- a/modules/binning.nf
+++ b/modules/binning.nf
@@ -111,7 +111,6 @@ process CONCOCT {
   """
 }
 
-
 process BINETTE {
   errorStrategy { task.exitStatus == 255 ? 'ignore' : 'finish' }
   tag "${meta.id}"
@@ -122,6 +121,7 @@ process BINETTE {
     tuple val(meta), val(bins), path(contigs)
     val min_completeness
     val max_contamination
+    val(checkm2_db)
       
   output:
     tuple val(meta), path("bin_refinement/final_bins/*"), emit: bins, optional: true
@@ -130,7 +130,7 @@ process BINETTE {
 
 	script:
   """
-    binette -v -m ${min_completeness} -t ${task.cpus} -d ${bins.join(' ')} -c ${contigs} -o bin_refinement/
+    binette -v -m ${min_completeness} -t ${task.cpus} -d ${bins.join(' ')} -c ${contigs} -o bin_refinement/ --checkm2_db $checkm2_db
 
     sed -i 's/size/Size/' bin_refinement/final_bins_quality_reports.tsv 
     sed -i 's/^/${meta.id}_bin_/' bin_refinement/final_bins_quality_reports.tsv 
@@ -169,4 +169,4 @@ process UNBINNED_CONTIGS {
     -o unbinned_contigs.fasta
 
   """
-}
\ No newline at end of file
+}
-- 
GitLab


From d55f1df6a6266e627340903eed4a5e7e6cb1d5a6 Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Thu, 20 Apr 2023 10:55:42 +0200
Subject: [PATCH 24/37] modify metaflye regexp

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

diff --git a/bin/scrape_software_versions.py b/bin/scrape_software_versions.py
index 199170a..c65375d 100755
--- a/bin/scrape_software_versions.py
+++ b/bin/scrape_software_versions.py
@@ -21,7 +21,7 @@ regexes = {
     'Megahit': ['v_megahit.txt', r"MEGAHIT v(\S+)"],
     'SPAdes': ['v_spades.txt', r"SPAdes genome assembler v(\S+)"],
     'Hifiasm': ['v_hifiasm_meta.txt', r"ha base version: (\S+)"],
-    'MetaFlye': ['v_metaflye.txt', r"v(\S+)"],
+    'MetaFlye': ['v_metaflye.txt', r"(\S+)"],
     'Quast': ['v_quast.txt', r"QUAST v(\S+)"],
     'Kaiju': ['v_kaiju.txt', r"Kaiju (\S+)"],
     'Samtools': ['v_samtools.txt', r"samtools (\S+)"],
-- 
GitLab


From d84c799445e2ea7fc924571235711c69e0ed0d8e Mon Sep 17 00:00:00 2001
From: Jean Mainguy <jean.mainguy@inra.fr>
Date: Fri, 21 Apr 2023 09:47:15 +0200
Subject: [PATCH 25/37] make checkm2 db a value channel

---
 subworkflows/00_databases.nf | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/subworkflows/00_databases.nf b/subworkflows/00_databases.nf
index 5d3c449..9f1b8be 100644
--- a/subworkflows/00_databases.nf
+++ b/subworkflows/00_databases.nf
@@ -92,8 +92,8 @@ workflow DATABASES {
         ch_checkm2_db = Channel.empty()
 
         if ( !(params.stop_at_clean) && !(params.stop_at_assembly) && !(params.stop_at_filtering) && !(params.stop_at_structural_annot) && !(params.skip_binning) ) {
-            ch_gtdbtk_db = Channel.fromPath(params.gtdbtk_bank)
-            ch_checkm2_db = Channel.fromPath(params.checkm2_bank)
+            ch_gtdbtk_db = Channel.fromPath(params.gtdbtk_bank).first()
+            ch_checkm2_db = Channel.fromPath(params.checkm2_bank).first()
         }
         
         GET_DB_VERSIONS(
-- 
GitLab


From 1953efa92b2ce7c985921b7b864399f3ad408b03 Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Thu, 4 May 2023 14:54:05 +0200
Subject: [PATCH 26/37] correct no_header_diff method

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

diff --git a/functional_tests/functions.py b/functional_tests/functions.py
index 25e7644..5743491 100644
--- a/functional_tests/functions.py
+++ b/functional_tests/functions.py
@@ -264,7 +264,7 @@ def test_file(exp_path, obs_path, method):
             command = 'diff <(sort {}) <(sort {})'.format(exp_path, obs_path)
 
         elif method == 'no_header_diff':
-            command = 'diff <(grep -w "^?#" {}) <(grep -w "^?#" {})'.format(exp_path, obs_path)
+            command = 'diff <(grep -v "^#" {}) <(grep -v "^#" {})'.format(exp_path, obs_path)
 
         elif method == 'zdiff':
             command = 'zdiff {} {}'.format(exp_path, obs_path)
@@ -302,4 +302,4 @@ def test_file(exp_path, obs_path, method):
             out = 'Test result:    Failed\n'
             false_cnt += 1
 
-        return test, out
\ No newline at end of file
+        return test, out
-- 
GitLab


From 9a9ab8b9678ade66a8cfddec252cd9e2ba25e90c Mon Sep 17 00:00:00 2001
From: Mainguy Jean <jmainguy@genoscope.cns.fr>
Date: Fri, 12 May 2023 10:31:47 +0200
Subject: [PATCH 27/37] add rules to CI pipeline to better define image label

---
 .gitlab-ci.yml | 39 +++++++++++++++++++++++++++++++++------
 1 file changed, 33 insertions(+), 6 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 807ad0a..289d3a9 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,21 +1,48 @@
-# recipe for building singularity image and deploy it on the registery for bwa version 0.7.17
 image:
    name: quay.io/singularity/singularity:v3.10.0
    entrypoint: [""]
 
 stages:
  - build
- 
+
 singularity-image-metag:
+   variables:
+      IMAGE_LABEL: "$CI_COMMIT_TAG"
+   rules:
+      - if: "$CI_COMMIT_TAG == null"
+        variables:                              # Override IMAGE_LABEL defined
+            IMAGE_LABEL: "${CI_COMMIT_BRANCH}_${CI_COMMIT_SHORT_SHA}"  # at the job level.
+        when: manual
+      - if: "$CI_COMMIT_TAG != null"
+        variables:                              # Override IMAGE_LABEL defined
+            IMAGE_LABEL: "$CI_COMMIT_TAG"  # at the job level.
+        when: always
+
    stage: build
    script:
-       - singularity build metagWGS.sif env/Singularity_recipe_metagWGS
-       - singularity push --docker-username "${CI_REGISTRY_USER}" --docker-password "${CI_REGISTRY_PASSWORD}" metagWGS.sif oras://"$CI_REGISTRY_IMAGE"/"$CI_PROJECT_NAME"_"$CI_COMMIT_BRANCH":"$CI_COMMIT_TAG"
+      - df -h
+      - echo IMAGE LABEL  $IMAGE_LABEL
+      - singularity build metagWGS.sif env/Singularity_recipe_metagWGS
+      - singularity push --docker-username "${CI_REGISTRY_USER}" --docker-password "${CI_REGISTRY_PASSWORD}" metagWGS.sif oras://"$CI_REGISTRY_IMAGE"/"$CI_PROJECT_NAME":"$IMAGE_LABEL"
    when: manual
 
 singularity-image-binning:
+   variables:
+      IMAGE_LABEL: "$CI_COMMIT_TAG" 
+   rules:
+      - if: "$CI_COMMIT_TAG == null" # when the pipeline is not launch from a tag this variable is null
+        variables:                              # Override IMAGE_LABEL defined
+            IMAGE_LABEL: "${CI_COMMIT_BRANCH}_${CI_COMMIT_SHORT_SHA}"  # at the job level.
+        when: manual
+      - if: "$CI_COMMIT_TAG != null"
+        variables:                              # Override IMAGE_LABEL defined
+            IMAGE_LABEL: "$CI_COMMIT_TAG"  # at the job level.
+        when: always
+
    stage: build
    script:
+       - df -h
+       - echo IMAGE LABEL  $IMAGE_LABEL
        - singularity build binning.sif env/Singularity_recipe_binning
-       - singularity push --docker-username "${CI_REGISTRY_USER}" --docker-password "${CI_REGISTRY_PASSWORD}" binning.sif oras://"$CI_REGISTRY_IMAGE"/binning_"$CI_COMMIT_BRANCH":"$CI_COMMIT_TAG"
-   when: manual
+       - singularity push --docker-username "${CI_REGISTRY_USER}" --docker-password "${CI_REGISTRY_PASSWORD}" binning.sif oras://"$CI_REGISTRY_IMAGE"/binning:"$IMAGE_LABEL"
+   
\ No newline at end of file
-- 
GitLab


From e3c1c92ad939509480fa65a32face1f67c5da714 Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Tue, 16 May 2023 14:41:20 +0200
Subject: [PATCH 28/37] remove one space in MaxBin

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

diff --git a/bin/scrape_software_versions.py b/bin/scrape_software_versions.py
index c65375d..74ba848 100755
--- a/bin/scrape_software_versions.py
+++ b/bin/scrape_software_versions.py
@@ -27,7 +27,7 @@ regexes = {
     'Samtools': ['v_samtools.txt', r"samtools (\S+)"],
     'Eggnog-Mapper': ['v_eggnogmapper.txt', r"emapper-(\S+)"],
     'Concoct': ['v_concoct.txt', r"concoct (\S+)"],
-    'Maxbin': ['v_maxbin.txt', r"MaxBin  (\S+)"],
+    'Maxbin': ['v_maxbin.txt', r"MaxBin (\S+)"],
     'Metabat2': ['v_metabat2.txt', r"version (\S+)"],
     'CheckM2': ['v_checkm2.txt', r"(\S+)"],
     'Binette': ['v_binette.txt', r"(\S+)"],
-- 
GitLab


From b7f3a0cca39809501cdc4f9a2a7c66528c476c76 Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Sun, 21 May 2023 09:43:12 +0200
Subject: [PATCH 29/37] Replace binning.svg

---
 docs/binning.svg | 84 ++++++++++++++++++++++++++++++++++++------------
 1 file changed, 63 insertions(+), 21 deletions(-)

diff --git a/docs/binning.svg b/docs/binning.svg
index 0681d7a..c4c147e 100644
--- a/docs/binning.svg
+++ b/docs/binning.svg
@@ -1,12 +1,5 @@
 <?xml version="1.0" encoding="UTF-8" standalone="no"?>
 <svg
-   xmlns:dc="http://purl.org/dc/elements/1.1/"
-   xmlns:cc="http://creativecommons.org/ns#"
-   xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
-   xmlns:svg="http://www.w3.org/2000/svg"
-   xmlns="http://www.w3.org/2000/svg"
-   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
-   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
    version="1.1"
    viewBox="0 0 1200 408"
    fill="none"
@@ -15,9 +8,16 @@
    stroke-miterlimit="10"
    id="svg673"
    sodipodi:docname="binning.svg"
-   inkscape:version="1.0.2-2 (e86c870879, 2021-01-15)"
+   inkscape:version="1.2 (dc2aedaf03, 2022-05-15)"
    width="12.5in"
-   height="4.25in">
+   height="4.25in"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:svg="http://www.w3.org/2000/svg"
+   xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
+   xmlns:cc="http://creativecommons.org/ns#"
+   xmlns:dc="http://purl.org/dc/elements/1.1/">
   <metadata
      id="metadata679">
     <rdf:RDF>
@@ -26,7 +26,6 @@
         <dc:format>image/svg+xml</dc:format>
         <dc:type
            rdf:resource="http://purl.org/dc/dcmitype/StillImage" />
-        <dc:title />
       </cc:Work>
     </rdf:RDF>
   </metadata>
@@ -342,30 +341,36 @@
      guidetolerance="10"
      inkscape:pageopacity="0"
      inkscape:pageshadow="2"
-     inkscape:window-width="2400"
-     inkscape:window-height="1271"
+     inkscape:window-width="1920"
+     inkscape:window-height="1017"
      id="namedview675"
      showgrid="false"
-     inkscape:zoom="2.1380642"
-     inkscape:cx="981.23637"
-     inkscape:cy="188.67634"
-     inkscape:window-x="-9"
-     inkscape:window-y="113"
+     inkscape:zoom="4.2732911"
+     inkscape:cx="794.58664"
+     inkscape:cy="135.96078"
+     inkscape:window-x="-8"
+     inkscape:window-y="-8"
      inkscape:window-maximized="1"
      inkscape:current-layer="g671"
      inkscape:document-rotation="0"
      showguides="false"
      inkscape:guide-bbox="true"
      units="in"
-     width="11.5in">
+     width="11.5in"
+     inkscape:showpageshadow="2"
+     inkscape:pagecheckerboard="0"
+     inkscape:deskcolor="#d1d1d1"
+     inkscape:document-units="in">
     <sodipodi:guide
        position="-752.72531,-34.395187"
        orientation="1,0"
-       id="guide2966" />
+       id="guide2966"
+       inkscape:locked="false" />
     <sodipodi:guide
        position="11.906024,26.457825"
        orientation="1,0"
-       id="guide2968" />
+       id="guide2968"
+       inkscape:locked="false" />
   </sodipodi:namedview>
   <clipPath
      id="gf4aee02f90_0_20.0">
@@ -403,7 +408,7 @@
     <text
        xml:space="preserve"
        id="text1591"
-       style="font-style:normal;font-weight:normal;font-size:40px;line-height:1.25;font-family:sans-serif;white-space:pre;shape-inside:url(#rect1593);fill:#000000;fill-opacity:1;stroke:none;" />
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-- 
GitLab


From 5fe813b69c69f85e99dfc66d3d2ab108f5152f4b Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Sun, 21 May 2023 09:44:46 +0200
Subject: [PATCH 30/37] Replace 08_binning.png

---
 docs/08_binning.png | Bin 223297 -> 179419 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/docs/08_binning.png b/docs/08_binning.png
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Z32H_ybgfh5DD)p-Xlv-*EmyM&`5(9!`2GL@

-- 
GitLab


From e001132d466d262eab211892525ad9a8344e6335 Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Sun, 21 May 2023 09:46:59 +0200
Subject: [PATCH 31/37] Mention circular contigs

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

diff --git a/README.md b/README.md
index b69d6eb..21dd97d 100644
--- a/README.md
+++ b/README.md
@@ -42,7 +42,7 @@ Many of these steps are optional and their necessity depends on the desired anal
 ![](docs/08_binning.png)
    * aligns reads samples against assemblies (according to the strategy used) ([BWA-MEM2](https://github.com/bwa-mem2/bwa-mem2) or [Minimap2](https://github.com/lh3/minimap2))
    * performs metagenome binning ([METABAT2](https://bitbucket.org/berkeleylab/metabat/src/master/) + [MAXBIN2](https://sourceforge.net/projects/maxbin/) + [CONCOCT](https://github.com/BinPro/CONCOCT))
-    * refines bin sets ([BINETTE](https://github.com/genotoul-bioinfo/Binette))
+    * refines bin sets ([BINETTE](https://github.com/genotoul-bioinfo/Binette)). Circular contigs are used as bin sets if you have some (in case of HiFi reads)
    * dereplicates bins between samples ([DREP](https://github.com/MrOlm/drep))
    * taxonomically affiliates the bins ([GTDBTK](https://github.com/Ecogenomics/GTDBTk))
    * calculates bins abundances between samples ([BWA-MEM2](https://github.com/bwa-mem2/bwa-mem2) or [Minimap2](https://github.com/lh3/minimap2) + [SAMTOOLS](http://www.htslib.org/))
-- 
GitLab


From b4b63811a8897c95e96c22815c113628844ec373 Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Sun, 21 May 2023 09:47:39 +0200
Subject: [PATCH 32/37] Update README.md

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

diff --git a/README.md b/README.md
index 21dd97d..184ad9e 100644
--- a/README.md
+++ b/README.md
@@ -42,7 +42,7 @@ Many of these steps are optional and their necessity depends on the desired anal
 ![](docs/08_binning.png)
    * aligns reads samples against assemblies (according to the strategy used) ([BWA-MEM2](https://github.com/bwa-mem2/bwa-mem2) or [Minimap2](https://github.com/lh3/minimap2))
    * performs metagenome binning ([METABAT2](https://bitbucket.org/berkeleylab/metabat/src/master/) + [MAXBIN2](https://sourceforge.net/projects/maxbin/) + [CONCOCT](https://github.com/BinPro/CONCOCT))
-    * refines bin sets ([BINETTE](https://github.com/genotoul-bioinfo/Binette)). Circular contigs are used as bin sets if you have some (in case of HiFi reads)
+    * refines bin sets ([BINETTE](https://github.com/genotoul-bioinfo/Binette)). Circular contigs are used as bin set if you have some (in case of HiFi reads)
    * dereplicates bins between samples ([DREP](https://github.com/MrOlm/drep))
    * taxonomically affiliates the bins ([GTDBTK](https://github.com/Ecogenomics/GTDBTk))
    * calculates bins abundances between samples ([BWA-MEM2](https://github.com/bwa-mem2/bwa-mem2) or [Minimap2](https://github.com/lh3/minimap2) + [SAMTOOLS](http://www.htslib.org/))
-- 
GitLab


From 477da31f64cc980f5df6693d68866e3c3a11782c Mon Sep 17 00:00:00 2001
From: Mainguy Jean <jmainguy@genoscope.cns.fr>
Date: Tue, 23 May 2023 10:51:31 +0200
Subject: [PATCH 33/37] update binette to v0.1.3 and checkm2 v1.0.2

---
 env/Singularity_recipe_binning | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/env/Singularity_recipe_binning b/env/Singularity_recipe_binning
index 279ac91..cf5622c 100644
--- a/env/Singularity_recipe_binning
+++ b/env/Singularity_recipe_binning
@@ -13,19 +13,19 @@ apt-get update && apt-get install -y procps build-essential g++ && apt-get clean
 export PATH=/opt/conda/envs/binning/bin:$PATH
 
 # install Checkm2 
-wget https://github.com/chklovski/CheckM2/archive/refs/tags/1.0.1.tar.gz
-tar -xf 1.0.1.tar.gz
-rm 1.0.1.tar.gz
+wget https://github.com/chklovski/CheckM2/archive/refs/tags/1.0.2.tar.gz
+tar -xf 1.0.2.tar.gz
+rm 1.0.2.tar.gz
 
-pip install CheckM2-1.0.1/
-export PATH=/opt/conda/envs/binning/bin/:/checkm2/bin/:$PATH
+pip install CheckM2-1.0.2/
+export PATH=/opt/conda/envs/binning/bin/:$PATH
 
 # install Binette
-wget  https://github.com/genotoul-bioinfo/Binette/archive/refs/tags/v0.1.2.tar.gz 
-tar -xf v0.1.2.tar.gz 
-rm v0.1.2.tar.gz
+wget  https://github.com/genotoul-bioinfo/Binette/archive/refs/tags/v0.1.3.tar.gz 
+tar -xf v0.1.3.tar.gz 
+rm v0.1.3.tar.gz
 
-pip install Binette-0.1.2/
+pip install Binette-0.1.3/
 
 %environment
 export PATH=/opt/conda/envs/binning/bin/:/checkm2/bin/:$PATH
-- 
GitLab


From e5d96c9792018d07d9e4c1406dd5930b999cbe5c Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Thu, 25 May 2023 21:37:19 +0200
Subject: [PATCH 34/37] Fix numpy version

---
 env/binning.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/env/binning.yml b/env/binning.yml
index 7577e2b..77d3f73 100644
--- a/env/binning.yml
+++ b/env/binning.yml
@@ -7,7 +7,7 @@ dependencies:
   - python>=3.6
   - scikit-learn=0.23.2
   - h5py=2.10.0
-  - numpy>=1.16.4
+  - numpy=1.23.5
   - diamond>=2.0.4
   - tensorflow >= 2.3.0
   - lightgbm >= 3.2.1
-- 
GitLab


From f83b9b424e718e3439845a1c73dd7ce8a1252cb6 Mon Sep 17 00:00:00 2001
From: Mainguy Jean <jmainguy@genoscope.cns.fr>
Date: Fri, 26 May 2023 11:22:20 +0200
Subject: [PATCH 35/37] Update binette to v0.1.4

---
 env/Singularity_recipe_binning | 16 ++++------------
 1 file changed, 4 insertions(+), 12 deletions(-)

diff --git a/env/Singularity_recipe_binning b/env/Singularity_recipe_binning
index cf5622c..6654bba 100644
--- a/env/Singularity_recipe_binning
+++ b/env/Singularity_recipe_binning
@@ -12,20 +12,12 @@ apt-get update && apt-get install -y procps build-essential g++ && apt-get clean
 
 export PATH=/opt/conda/envs/binning/bin:$PATH
 
-# install Checkm2 
-wget https://github.com/chklovski/CheckM2/archive/refs/tags/1.0.2.tar.gz
-tar -xf 1.0.2.tar.gz
-rm 1.0.2.tar.gz
-
-pip install CheckM2-1.0.2/
-export PATH=/opt/conda/envs/binning/bin/:$PATH
-
 # install Binette
-wget  https://github.com/genotoul-bioinfo/Binette/archive/refs/tags/v0.1.3.tar.gz 
-tar -xf v0.1.3.tar.gz 
-rm v0.1.3.tar.gz
+wget  https://github.com/genotoul-bioinfo/Binette/archive/refs/tags/v0.1.4.tar.gz 
+tar -xf v0.1.4.tar.gz 
+rm v0.1.4.tar.gz
 
-pip install Binette-0.1.3/
+pip install Binette-0.1.4/
 
 %environment
 export PATH=/opt/conda/envs/binning/bin/:/checkm2/bin/:$PATH
-- 
GitLab


From a5c4d0a0a20970e40e0f5f36bf577065e97ea380 Mon Sep 17 00:00:00 2001
From: Claire Hoede <claire.hoede@inra.fr>
Date: Fri, 26 May 2023 19:25:09 +0200
Subject: [PATCH 36/37] doc update

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

diff --git a/bin/add_info_to_bin_stat.py b/bin/add_info_to_bin_stat.py
index 5389c9d..4603b18 100755
--- a/bin/add_info_to_bin_stat.py
+++ b/bin/add_info_to_bin_stat.py
@@ -1,11 +1,11 @@
 #!/usr/bin/env python3
 
 """----------------------------------------------------------------------------
-  Script Name: add_info_to_metawrap_stat.py
+  Script Name: add_info_to_bin_stat.py
   Description: Class bins by quality (High, Medium, Low Quality bins and High Contamination bins) 
                based on contamination and completeness. Parse the total size of the assembly to add
                the size of contigs that have not been binned.  
-  Input files: metawrap stat file and quast report
+  Input files: bin stat file and quast report
   Created By:  Jean Mainguy
   Date:        2021-08-02
 -------------------------------------------------------------------------------
-- 
GitLab


From 62b246486daacd8987c2d5a93ae559822cee678c Mon Sep 17 00:00:00 2001
From: Mainguy Jean <jmainguy@genoscope.cns.fr>
Date: Tue, 30 May 2023 16:14:50 +0200
Subject: [PATCH 37/37] Update Singularity_recipe_binning

---
 env/Singularity_recipe_binning | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/env/Singularity_recipe_binning b/env/Singularity_recipe_binning
index 6654bba..ed34386 100644
--- a/env/Singularity_recipe_binning
+++ b/env/Singularity_recipe_binning
@@ -13,11 +13,11 @@ apt-get update && apt-get install -y procps build-essential g++ && apt-get clean
 export PATH=/opt/conda/envs/binning/bin:$PATH
 
 # install Binette
-wget  https://github.com/genotoul-bioinfo/Binette/archive/refs/tags/v0.1.4.tar.gz 
-tar -xf v0.1.4.tar.gz 
-rm v0.1.4.tar.gz
+wget  https://github.com/genotoul-bioinfo/Binette/archive/refs/tags/v0.1.5.tar.gz 
+tar -xf v0.1.5.tar.gz 
+rm v0.1.5.tar.gz
 
-pip install Binette-0.1.4/
+pip install Binette-0.1.5/
 
 %environment
 export PATH=/opt/conda/envs/binning/bin/:/checkm2/bin/:$PATH
-- 
GitLab