Multiple platform build/check report for BioC 3.23 - CHECK results for FLAMES on nebbiolo1

Hostname	OS	Arch (*)	R version	Installed pkgs
nebbiolo1	Linux (Ubuntu 24.04.3 LTS)	x86_64	R Under development (unstable) (2026-03-05 r89546) -- "Unsuffered Consequences"	4719
kjohnson3	macOS 13.7.7 Ventura	arm64	R Under development (unstable) (2026-03-01 r89506) -- "Unsuffered Consequences"	2847
Click on any hostname to see more info about the system (e.g. compilers) () as reported by 'uname -p', except on Windows and Mac OS X*

CHECK results for FLAMES on nebbiolo1

To the developers/maintainers of the FLAMES package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/FLAMES.git to reflect on this report. See Troubleshooting Build Report for more information.
- Use the following Renviron settings to reproduce errors and warnings.
- If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information.

raw results

Summary

Package: FLAMES

Version: 2.5.2

Command: /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD check --install=check:FLAMES.install-out.txt --library=/home/biocbuild/bbs-3.23-bioc/R/site-library --timings FLAMES_2.5.2.tar.gz

StartedAt: 2026-03-10 23:18:25 -0400 (Tue, 10 Mar 2026)

EndedAt: 2026-03-10 23:41:22 -0400 (Tue, 10 Mar 2026)

EllapsedTime: 1377.7 seconds

RetCode: 0

Status: OK

CheckDir: FLAMES.Rcheck

Warnings: 0

Command output

##############################################################################
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###
### Running command:
###
###   /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD check --install=check:FLAMES.install-out.txt --library=/home/biocbuild/bbs-3.23-bioc/R/site-library --timings FLAMES_2.5.2.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.23-bioc/meat/FLAMES.Rcheck’
* using R Under development (unstable) (2026-03-05 r89546)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
    gcc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
    GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
* running under: Ubuntu 24.04.4 LTS
* using session charset: UTF-8
* current time: 2026-03-11 03:18:25 UTC
* checking for file ‘FLAMES/DESCRIPTION’ ... OK
* this is package ‘FLAMES’ version ‘2.5.2’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... INFO
Imports includes 47 non-default packages.
Importing from so many packages makes the package vulnerable to any of
them becoming unavailable.  Move as many as possible to Suggests and
use conditionally.
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... NOTE
Found the following hidden files and directories:
  .dockerignore
These were most likely included in error. See section ‘Package
structure’ in the ‘Writing R Extensions’ manual.
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘FLAMES’ can be installed ... NOTE
Found the following notes/warnings:
  Non-staged installation was used
See ‘/home/biocbuild/bbs-3.23-bioc/meat/FLAMES.Rcheck/00install.out’ for details.
* used C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0’
* checking C++ specification ... INFO
  specified C++17
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking dependencies in R code ... NOTE
There are ::: calls to the package's namespace in its code. A package
  almost never needs to use ::: for its own objects:
  'blaze' 'find_barcode' 'gene_quantification' 'isoform_identification'
  'minimap2_align' 'transcript_quantification'
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... NOTE
BulkPipeline: no visible global function definition for ‘new’
BulkPipeline: no visible global function definition for ‘setNames’
MultiSampleSCPipeline: no visible global function definition for ‘new’
MultiSampleSCPipeline: no visible global function definition for
  ‘setNames’
SingleCellPipeline: no visible global function definition for ‘new’
SingleCellPipeline: no visible global function definition for
  ‘setNames’
addRowRanges: no visible global function definition for ‘head’
addRowRanges: no visible global function definition for ‘as’
add_gene_counts: no visible global function definition for ‘as’
cache_dir: no visible global function definition for ‘packageVersion’
chisq_test_by_gene: no visible global function definition for
  ‘chisq.test’
create_sce_from_dir: no visible global function definition for
  ‘setNames’
create_spe: no visible binding for global variable ‘barcode’
create_spe: no visible binding for global variable ‘in_tissue’
download_oarfish: no visible global function definition for
  ‘download.file’
download_oarfish: no visible global function definition for ‘unzip’
filter_coverage: no visible global function definition for
  ‘starts_with’
filter_coverage: no visible binding for global variable ‘filter_res’
find_variants: no visible global function definition for ‘setNames’
find_variants_grange: no visible binding for global variable
  ‘which_label’
find_variants_grange: no visible binding for global variable
  ‘nucleotide’
find_variants_grange: no visible binding for global variable ‘pos’
find_variants_grange: no visible binding for global variable ‘count’
find_variants_grange: no visible binding for global variable
  ‘counts_no_ins’
find_variants_grange: no visible binding for global variable ‘ref’
generate_sc_sce: no visible binding for global variable ‘FSM_match’
get_coverage: no visible binding for global variable ‘Freq’
homopolymer_pct : <anonymous>: no visible binding for global variable
  ‘Freq’
homopolymer_pct : <anonymous>: no visible binding for global variable
  ‘pct’
plot_coverage: no visible binding for global variable ‘tr_length’
plot_coverage: no visible binding for global variable ‘read_counts’
plot_coverage: no visible binding for global variable ‘total_counts’
plot_coverage: no visible binding for global variable ‘cumpct’
plot_coverage: no visible binding for global variable ‘length_bin’
plot_coverage: no visible binding for global variable ‘min_length’
plot_coverage: no visible binding for global variable ‘max_length’
plot_coverage: no visible global function definition for ‘head’
plot_coverage: no visible binding for global variable ‘transcript’
plot_demultiplex_raw: no visible binding for global variable ‘Sample’
plot_demultiplex_raw: no visible binding for global variable
  ‘CellBarcode’
plot_demultiplex_raw: no visible binding for global variable ‘UMI’
plot_demultiplex_raw: no visible binding for global variable
  ‘UMI_count’
plot_demultiplex_raw: no visible binding for global variable
  ‘barcode_rank’
plot_demultiplex_raw: no visible binding for global variable
  ‘FlankEditDist’
plot_demultiplex_raw: no visible binding for global variable ‘n_reads’
plot_demultiplex_raw: no visible binding for global variable
  ‘BarcodeEditDist’
plot_demultiplex_raw: no visible binding for global variable ‘total
  reads’
plot_demultiplex_raw: no visible binding for global variable
  ‘demultiplexed reads’
plot_demultiplex_raw: no visible binding for global variable ‘single
  match reads’
plot_demultiplex_raw: no visible binding for global variable
  ‘undemultiplexted reads’
plot_demultiplex_raw: no visible binding for global variable
  ‘multi-matching reads’
plot_demultiplex_raw: no visible binding for global variable ‘Type’
plot_demultiplex_raw: no visible binding for global variable ‘Reads’
plot_demultiplex_raw: no visible binding for global variable ‘input’
plot_demultiplex_raw: no visible binding for global variable ‘output’
plot_demultiplex_raw: no visible binding for global variable
  ‘read1_with_adapter’
plot_demultiplex_raw: no visible binding for global variable ‘Count’
plot_flagstat: no visible global function definition for ‘everything’
plot_flagstat: no visible binding for global variable ‘name’
plot_flagstat: no visible binding for global variable ‘value’
plot_isoform_reduced_dim: no visible binding for global variable ‘x’
plot_isoform_reduced_dim: no visible binding for global variable ‘y’
plot_isoform_reduced_dim: no visible binding for global variable ‘expr’
plot_spatial: no visible binding for global variable ‘imageX’
plot_spatial: no visible binding for global variable ‘imageY’
plot_spatial_feature: no visible binding for global variable ‘imageX’
plot_spatial_feature: no visible binding for global variable ‘imageY’
plot_spatial_feature: no visible binding for global variable ‘x’
plot_spatial_feature: no visible binding for global variable ‘y’
plot_spatial_feature: no visible global function definition for
  ‘scale_alpha_continuous’
plot_spatial_feature: no visible global function definition for
  ‘scale_colour_gradient’
plot_spatial_isoform: no visible global function definition for ‘head’
plot_spatial_pie: no visible global function definition for ‘setNames’
plot_spatial_pie: no visible global function definition for ‘head’
plot_spatial_pie: no visible binding for global variable ‘imageX’
plot_spatial_pie: no visible binding for global variable ‘imageY’
sc_gene_entropy: no visible global function definition for ‘as’
sc_genotype: no visible binding for global variable ‘allele’
sc_genotype: no visible binding for global variable ‘allele_count’
sc_genotype: no visible binding for global variable ‘barcode’
sc_genotype: no visible binding for global variable ‘pct’
sc_mutations: no visible binding for global variable ‘mutation_index’
sc_mutations: no visible binding for global variable ‘bam_index’
sc_plot_genotype: no visible global function definition for ‘setNames’
sc_plot_genotype: no visible binding for global variable ‘barcode’
sc_plot_genotype: no visible binding for global variable ‘genotype’
sc_plot_genotype: no visible binding for global variable ‘x’
sc_plot_genotype: no visible binding for global variable ‘y’
sc_transcript_usage_chisq: no visible global function definition for
  ‘as’
sc_transcript_usage_chisq: no visible binding for global variable
  ‘p.value’
sc_transcript_usage_chisq: no visible binding for global variable
  ‘adj.p.value’
sc_transcript_usage_permutation: no visible binding for global variable
  ‘total’
sc_transcript_usage_permutation: no visible binding for global variable
  ‘test’
sc_transcript_usage_permutation: no visible global function definition
  for ‘as’
sc_transcript_usage_permutation : <anonymous>: no visible global
  function definition for ‘as’
sc_transcript_usage_permutation : <anonymous> : <anonymous>: no visible
  global function definition for ‘na.omit’
sc_transcript_usage_permutation: no visible binding for global variable
  ‘transcript’
sc_transcript_usage_permutation: no visible binding for global variable
  ‘p.value’
sc_transcript_usage_permutation: no visible binding for global variable
  ‘adj.p.value’
variant_count_tb: no visible binding for global variable ‘barcode’
variant_count_tb: no visible binding for global variable ‘allele_count’
variant_count_tb: no visible binding for global variable
  ‘cell_total_reads’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible binding
  for global variable ‘expect_cell_number’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible binding
  for global variable ‘fastq’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible binding
  for global variable ‘outdir’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible binding
  for global variable ‘demultiplexed_fastq’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible binding
  for global variable ‘barcodes_file’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible global
  function definition for ‘setNames’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline : <anonymous>: no
  visible global function definition for ‘setNames’
barcode_demultiplex,FLAMES.SingleCellPipeline: no visible binding for
  global variable ‘expect_cell_number’
barcode_demultiplex,FLAMES.SingleCellPipeline: no visible binding for
  global variable ‘fastq’
barcode_demultiplex,FLAMES.SingleCellPipeline: no visible binding for
  global variable ‘outdir’
barcode_demultiplex,FLAMES.SingleCellPipeline: no visible binding for
  global variable ‘demultiplexed_fastq’
barcode_demultiplex,FLAMES.SingleCellPipeline: no visible binding for
  global variable ‘barcodes_file’
barcode_demultiplex,FLAMES.SingleCellPipeline: no visible global
  function definition for ‘setNames’
genome_alignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘j’
genome_alignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘genome_bam’
genome_alignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘minimap2’
genome_alignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘samtools’
genome_alignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘threads’
genome_alignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘outdir’
plot_durations,FLAMES.Pipeline: no visible binding for global variable
  ‘step’
plot_durations,FLAMES.Pipeline: no visible binding for global variable
  ‘duration’
read_realignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘j’
read_realignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘transcriptome_assembly’
read_realignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘transcriptome_bam’
read_realignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘minimap2’
read_realignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘samtools’
read_realignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘outdir’
resume_FLAMES,FLAMES.Pipeline : <anonymous>: no visible global function
  definition for ‘capture.output’
run_FLAMES,FLAMES.Pipeline : <anonymous>: no visible global function
  definition for ‘capture.output’
Undefined global functions or variables:
  BarcodeEditDist CellBarcode Count FSM_match FlankEditDist Freq Reads
  Sample Type UMI UMI_count adj.p.value allele allele_count as
  bam_index barcode barcode_rank barcodes_file capture.output
  cell_total_reads chisq.test count counts_no_ins cumpct demultiplexed
  reads demultiplexed_fastq download.file duration everything
  expect_cell_number expr fastq filter_res genome_bam genotype head
  imageX imageY in_tissue input j length_bin max_length min_length
  minimap2 multi-matching reads mutation_index n_reads na.omit name new
  nucleotide outdir output p.value packageVersion pct pos
  read1_with_adapter read_counts ref samtools scale_alpha_continuous
  scale_colour_gradient setNames single match reads starts_with step
  test threads total total reads total_counts tr_length transcript
  transcriptome_assembly transcriptome_bam undemultiplexted reads unzip
  value which_label x y
Consider adding
  importFrom("base", "match", "single")
  importFrom("methods", "as", "new")
  importFrom("stats", "chisq.test", "na.omit", "setNames", "step")
  importFrom("utils", "capture.output", "download.file", "head",
             "packageVersion", "unzip")
to your NAMESPACE file (and ensure that your DESCRIPTION Imports field
contains 'methods').
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking contents of ‘data’ directory ... OK
* checking data for non-ASCII characters ... OK
* checking data for ASCII and uncompressed saves ... OK
* checking line endings in shell scripts ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... INFO
GNU make is a SystemRequirements.
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking include directives in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
File ‘/home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/libs/FLAMES.so’:
  Found ‘abort’, possibly from ‘abort’ (C)
  Found ‘exit’, possibly from ‘exit’ (C)
  Found ‘stderr’, possibly from ‘stderr’ (C)
  Found ‘stdout’, possibly from ‘stdout’ (C)

Compiled code should not call entry points which might terminate R nor
write to stdout/stderr instead of to the console, nor use Fortran I/O
nor system RNGs nor [v]sprintf. The detected symbols are linked into
the code but might come from libraries and not actually be called.

See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual.
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
                               user system elapsed
plot_isoform_reduced_dim     25.107  0.163  25.276
find_variants                22.579  0.256  22.218
blaze                         4.958 17.336  12.627
sc_long_multisample_pipeline  8.160  7.993   8.423
bulk_long_pipeline            2.350 13.241   2.548
sc_plot_genotype             11.523  0.983  11.327
MultiSampleSCPipeline        10.504  0.787  11.750
sc_DTU_analysis               7.657  2.091   7.591
plot_isoform_heatmap          7.166  0.138   7.306
create_sce_from_dir           3.704  3.270   3.915
sc_long_pipeline              3.154  1.914   2.820
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE

Status: 5 NOTEs
See
  ‘/home/biocbuild/bbs-3.23-bioc/meat/FLAMES.Rcheck/00check.log’
for details.

Installation output

FLAMES.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD INSTALL FLAMES
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.23-bioc/R/site-library’
* installing *source* package ‘FLAMES’ ...
** this is package ‘FLAMES’ version ‘2.5.2’
** using non-staged installation via StagedInstall field
** libs
specified C++17
using C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0’
using C++17
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c RcppExports.cpp -o RcppExports.o
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c RcppFunctions.cpp -o RcppFunctions.o
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c classes/BamRecord.cpp -o classes/BamRecord.o
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c classes/GFFRecord.cpp -o classes/GFFRecord.o
In file included from classes/GFFRecord.cpp:8:
classes/../utility/utility.h: In function ‘std::pair<std::__cxx11::basic_string<char>, std::__cxx11::basic_string<char> > parseSpace(const std::string&)’:
classes/../utility/utility.h:255:27: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::__cxx11::basic_string<char>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
  255 |         for (int i = 0; i < s.size(); i++) {
      |                         ~~^~~~~~~~~~
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c classes/GeneAnnotationParser.cpp -o classes/GeneAnnotationParser.o
In file included from classes/GeneAnnotationParser.cpp:15:
classes/../utility/utility.h: In function ‘std::pair<std::__cxx11::basic_string<char>, std::__cxx11::basic_string<char> > parseSpace(const std::string&)’:
classes/../utility/utility.h:255:27: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::__cxx11::basic_string<char>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
  255 |         for (int i = 0; i < s.size(); i++) {
      |                         ~~^~~~~~~~~~
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c classes/Isoforms.cpp -o classes/Isoforms.o
In file included from classes/Isoforms.cpp:16:
classes/../utility/utility.h: In function ‘std::pair<std::__cxx11::basic_string<char>, std::__cxx11::basic_string<char> > parseSpace(const std::string&)’:
classes/../utility/utility.h:255:27: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::__cxx11::basic_string<char>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
  255 |         for (int i = 0; i < s.size(); i++) {
      |                         ~~^~~~~~~~~~
classes/Isoforms.cpp: In member function ‘void Isoforms::update_all_splice()’:
classes/Isoforms.cpp:233:35: warning: comparison of integer expressions of different signedness: ‘std::vector<StartEndPair>::size_type’ {aka ‘long unsigned int’} and ‘int’ [-Wsign-compare]
  233 |                 if (blocks.size() >= (int)this->Min_sup_cnt) {
      |                     ~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~
classes/Isoforms.cpp: In member function ‘void Isoforms::filter_TSS_TES(std::ofstream&, DoubleJunctions, float)’:
classes/Isoforms.cpp:368:33: warning: comparison of integer expressions of different signedness: ‘std::unordered_map<int, int>::size_type’ {aka ‘long unsigned int’} and ‘int’ [-Wsign-compare]
  368 |         if ((left_counts.size() < (int)this->Min_sup_cnt) ||
      |              ~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~
classes/Isoforms.cpp:369:38: warning: comparison of integer expressions of different signedness: ‘std::unordered_map<int, int>::size_type’ {aka ‘long unsigned int’} and ‘int’ [-Wsign-compare]
  369 |                 (right_counts.size() < (int)this->Min_sup_cnt)) {
      |                  ~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~
classes/Isoforms.cpp: In member function ‘void Isoforms::match_known_annotation(const std::unordered_map<std::__cxx11::basic_string<char>, Junctions>&, const std::unordered_map<std::__cxx11::basic_string<char>, Pos>&, const std::unordered_map<std::__cxx11::basic_string<char>, std::vector<StartEndPair> >&, GeneBlocks, std::unordered_map<std::__cxx11::basic_string<char>, std::__cxx11::basic_string<char> >)’:
classes/Isoforms.cpp:662:51: warning: comparison of integer expressions of different signedness: ‘int’ and ‘const long unsigned int’ [-Wsign-compare]
  662 |                                 for (int j = 0; j < std::min(raw_iso_key.size() - 1, junction.junctions.size()); j++) {
      |                                                 ~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
classes/Isoforms.cpp:713:43: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::vector<int>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
  713 |                         for (int i = 0; i < new_exons.size(); ++i) {
      |                                         ~~^~~~~~~~~~~~~~~~~~
classes/Isoforms.cpp:725:46: warning: comparisons like ‘X<=Y<=Z’ do not have their mathematical meaning [-Wparentheses]
  725 |                                 } else if (0 < i < raw_iso_key.size() - 1) { // a site from the middle somewhere
      |                                            ~~^~~
classes/Isoforms.cpp: In member function ‘std::string Isoforms::isoform_to_gff3(float)’:
classes/Isoforms.cpp:1140:43: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::vector<int>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
 1140 |                         for (int i = 0; i < exons.size(); i+=2) {
      |                                         ~~^~~~~~~~~~~~~~
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c classes/junctions.cpp -o classes/junctions.o
In file included from classes/junctions.cpp:12:
classes/../utility/utility.h: In function ‘std::pair<std::__cxx11::basic_string<char>, std::__cxx11::basic_string<char> > parseSpace(const std::string&)’:
classes/../utility/utility.h:255:27: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::__cxx11::basic_string<char>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
  255 |         for (int i = 0; i < s.size(); i++) {
      |                         ~~^~~~~~~~~~
classes/junctions.cpp: In function ‘std::unordered_map<std::__cxx11::basic_string<char>, std::vector<StartEndPair> > get_gene_flat(const std::unordered_map<std::__cxx11::basic_string<char>, std::vector<std::__cxx11::basic_string<char> > >&, const std::unordered_map<std::__cxx11::basic_string<char>, std::vector<StartEndPair> >&)’:
classes/junctions.cpp:166:27: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::vector<StartEndPair>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
  166 |         for (int i = 1; i < exons.size(); i++) {
      |                         ~~^~~~~~~~~~~~~~
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c main-functions/find_isoform.cpp -o main-functions/find_isoform.o
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c main-functions/flexiplex.cpp -o main-functions/flexiplex.o
main-functions/flexiplex.cpp: In function ‘unsigned int edit_distance(const std::string&, const std::string&, unsigned int&, int)’:
main-functions/flexiplex.cpp:123:21: warning: comparison of integer expressions of different signedness: ‘unsigned int’ and ‘int’ [-Wsign-compare]
  123 |       if (min_value <= max_editd)
      |           ~~~~~~~~~~^~~~~~~~~~~~
main-functions/flexiplex.cpp: In function ‘std::string get_umi(const std::string&, const std::vector<std::pair<std::__cxx11::basic_string<char>, std::__cxx11::basic_string<char> > >&, const std::vector<int>&, int, int, bool, int, int)’:
main-functions/flexiplex.cpp:164:22: warning: comparison of integer expressions of different signedness: ‘std::__cxx11::basic_string<char>::size_type’ {aka ‘long unsigned int’} and ‘int’ [-Wsign-compare]
  164 |     if (seq.length() < umi_start + umi_length) {
      |         ~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~
main-functions/flexiplex.cpp:186:36: warning: comparison of integer expressions of different signedness: ‘std::vector<int>::size_type’ {aka ‘long unsigned int’} and ‘int’ [-Wsign-compare]
  186 |     if (read_to_subpatterns.size() > umi_index + 1) {
      |         ~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~
main-functions/flexiplex.cpp: In function ‘Barcode get_barcode(const std::string&, const std::unordered_set<std::__cxx11::basic_string<char> >&, int, int, const std::vector<std::pair<std::__cxx11::basic_string<char>, std::__cxx11::basic_string<char> > >&)’:
main-functions/flexiplex.cpp:299:19: warning: comparison of integer expressions of different signedness: ‘int’ and ‘__gnu_cxx::__alloc_traits<std::allocator<long unsigned int>, long unsigned int>::value_type’ {aka ‘long unsigned int’} [-Wsign-compare]
  299 |     if (i_pattern >= subpattern_ends[i_subpattern]) {
main-functions/flexiplex.cpp:358:22: warning: comparison of integer expressions of different signedness: ‘unsigned int’ and ‘int’ [-Wsign-compare]
  358 |     if (editDistance == barcode.editd) {
      |         ~~~~~~~~~~~~~^~~~~~~~~~~~~~~~
main-functions/flexiplex.cpp:360:29: warning: comparison of integer expressions of different signedness: ‘unsigned int’ and ‘int’ [-Wsign-compare]
  360 |     } else if (editDistance < barcode.editd &&
      |                ~~~~~~~~~~~~~^~~~~~~~~~~~~~~
main-functions/flexiplex.cpp:361:29: warning: comparison of integer expressions of different signedness: ‘unsigned int’ and ‘int’ [-Wsign-compare]
  361 |                editDistance <= barcode_max_editd) { // if best so far, update
      |                ~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~
main-functions/flexiplex.cpp: In function ‘std::vector<Barcode> big_barcode_search(const std::string&, const std::unordered_set<std::__cxx11::basic_string<char> >&, int, int, const std::vector<std::pair<std::__cxx11::basic_string<char>, std::__cxx11::basic_string<char> > >&)’:
main-functions/flexiplex.cpp:400:29: warning: comparison of integer expressions of different signedness: ‘const int’ and ‘const std::__cxx11::basic_string<char>::size_type’ {aka ‘const long unsigned int’} [-Wsign-compare]
  400 |       if (barcode.flank_end == std::string::npos) {
      |           ~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~
main-functions/flexiplex.cpp: In function ‘void write_bgzfstring(BGZF*, const std::string&)’:
main-functions/flexiplex.cpp:423:21: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::__cxx11::basic_string<char>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
  423 |   if (bytes_written != str.size()) {
      |       ~~~~~~~~~~~~~~^~~~~~~~~~~~~
main-functions/flexiplex.cpp: In function ‘void print_stats(const std::string&, const std::vector<Barcode>&, BGZF*)’:
main-functions/flexiplex.cpp:438:28: warning: comparison of integer expressions of different signedness: ‘const int’ and ‘const std::__cxx11::basic_string<char>::size_type’ {aka ‘const long unsigned int’} [-Wsign-compare]
  438 |         (barcode.flank_end == std::string::npos ? "True" : "False") + "\n";
      |          ~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~
main-functions/flexiplex.cpp: In function ‘void print_read(const std::string&, const std::string&, const std::string&, const std::vector<Barcode>&, BGZF*, std::unordered_set<std::__cxx11::basic_string<char> >&, bool, bool, bool)’:
main-functions/flexiplex.cpp:475:21: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::vector<Barcode>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
  475 |   for (int b = 0; b < vec_bc.size(); b++) {
      |                   ~~^~~~~~~~~~~~~~~
main-functions/flexiplex.cpp:490:32: warning: comparison of integer expressions of different signedness: ‘const int’ and ‘const std::__cxx11::basic_string<char>::size_type’ {aka ‘const long unsigned int’} [-Wsign-compare]
  490 |     if (vec_bc.at(b).flank_end == std::string::npos) {
      |         ~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~~~~~~~~~
main-functions/flexiplex.cpp:495:23: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::vector<Barcode>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
  495 |     for (int f = 0; f < vec_bc.size(); f++) {
      |                     ~~^~~~~~~~~~~~~~~
main-functions/flexiplex.cpp: In function ‘Rcpp::IntegerVector flexiplex_cpp(Rcpp::StringVector, Rcpp::String, bool, int, int, Rcpp::StringVector, Rcpp::String, Rcpp::String, Rcpp::String, bool, int)’:
main-functions/flexiplex.cpp:754:25: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::vector<std::vector<SearchResult> >::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
  754 |       for (int t = 0; t < sr_v.size();
      |                       ~~^~~~~~~~~~~~~
main-functions/flexiplex.cpp:759:27: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::vector<SearchResult>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
  759 |         for (int r = 0; r < sr_v[t].size(); r++) { // loop over the reads
      |                         ~~^~~~~~~~~~~~~~~~
main-functions/flexiplex.cpp:761:29: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::vector<Barcode>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
  761 |           for (int b = 0; b < sr_v[t][r].vec_bc_for.size(); b++)
      |                           ~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
main-functions/flexiplex.cpp:763:29: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::vector<Barcode>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
  763 |           for (int b = 0; b < sr_v[t][r].vec_bc_rev.size(); b++)
      |                           ~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c main-functions/get_transcript_seq.cpp -o main-functions/get_transcript_seq.o
main-functions/get_transcript_seq.cpp: In function ‘void write_fa(const std::string&, const std::string&, const std::string&, int)’:
main-functions/get_transcript_seq.cpp:87:14: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::__cxx11::basic_string<char>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
   87 |     while (i < seq.size()) {
      |            ~~^~~~~~~~~~~~
main-functions/get_transcript_seq.cpp:88:26: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::__cxx11::basic_string<char>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
   88 |         if (i + wrap_len > seq.size()) {
      |             ~~~~~~~~~~~~~^~~~~~~~~~~~
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c main-functions/group_bam2isoform.cpp -o main-functions/group_bam2isoform.o
In file included from main-functions/group_bam2isoform.cpp:18:
main-functions/../utility/utility.h: In function ‘std::pair<std::__cxx11::basic_string<char>, std::__cxx11::basic_string<char> > parseSpace(const std::string&)’:
main-functions/../utility/utility.h:255:27: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::__cxx11::basic_string<char>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
  255 |         for (int i = 0; i < s.size(); i++) {
      |                         ~~^~~~~~~~~~
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c main-functions/pileup_readid.cpp -o main-functions/pileup_readid.o
main-functions/pileup_readid.cpp: In function ‘Rcpp::NumericMatrix variant_count_matrix_cpp(Rcpp::String, Rcpp::String, int, bool, bool)’:
main-functions/pileup_readid.cpp:268:21: warning: comparison of integer expressions of different signedness: ‘int’ and ‘std::vector<char>::size_type’ {aka ‘long unsigned int’} [-Wsign-compare]
  268 |   for (int i = 0; i < BASES.size(); i++) {
      |                   ~~^~~~~~~~~~~~~~
main-functions/pileup_readid.cpp: In instantiation of ‘std::unordered_map<std::__cxx11::basic_string<char>, std::vector<std::vector<std::__cxx11::basic_string<char> > > > group_umis(const TableType&, int) [with TableType = std::unordered_map<std::__cxx11::basic_string<char>, std::unordered_map<std::__cxx11::basic_string<char>, std::unordered_map<std::__cxx11::basic_string<char>, unsigned int> > >]’:
main-functions/pileup_readid.cpp:342:30:   required from here
main-functions/pileup_readid.cpp:86:16: warning: unused variable ‘end’ [-Wunused-variable]
   86 |   unsigned int end;
      |                ^~~
main-functions/pileup_readid.cpp: In instantiation of ‘std::unordered_map<std::__cxx11::basic_string<char>, std::vector<std::vector<std::__cxx11::basic_string<char> > > > group_umis(const TableType&, int) [with TableType = std::unordered_map<std::__cxx11::basic_string<char>, std::unordered_map<std::__cxx11::basic_string<char>, std::array<unsigned int, 5> > >]’:
main-functions/pileup_readid.cpp:344:30:   required from here
main-functions/pileup_readid.cpp:86:16: warning: unused variable ‘end’ [-Wunused-variable]
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c tests/test-junctions.cpp -o tests/test-junctions.o
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c tests/test-parsing.cpp -o tests/test-parsing.o
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c utility/cigars.cpp -o utility/cigars.o
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c utility/edlib-1.2.7/edlib.cpp -o utility/edlib-1.2.7/edlib.o
gcc -std=gnu2x -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/testthat/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security -c utility/bam.c -o utility/bam.o
g++ -std=gnu++17 -shared -L/home/biocbuild/bbs-3.23-bioc/R/lib -L/usr/local/lib -o FLAMES.so RcppExports.o RcppFunctions.o classes/BamRecord.o classes/GFFRecord.o classes/GeneAnnotationParser.o classes/Isoforms.o classes/junctions.o main-functions/find_isoform.o main-functions/flexiplex.o main-functions/get_transcript_seq.o main-functions/group_bam2isoform.o main-functions/pileup_readid.o tests/test-junctions.o tests/test-parsing.o utility/cigars.o utility/edlib-1.2.7/edlib.o utility/bam.o -pthread -lz /home/biocbuild/bbs-3.23-bioc/R/site-library/Rhtslib/usrlib/libhts.a -lcurl -lbz2 -llzma -lz -L/home/biocbuild/bbs-3.23-bioc/R/lib -lR
if test -e "/usr/bin/strip" & test -e "/bin/uname" & [[ `uname` == "Linux" ]] ; then /usr/bin/strip --strip-debug FLAMES.so; fi
Building for x86_64
(cd submodule/minimap2 && make -f Makefile CFLAGS="-g -O2  -Wall -Werror=format-security -Wno-unused-result" minimap2)
make[1]: Entering directory '/home/biocbuild/bbs-3.23-bioc/meat/FLAMES/src/submodule/minimap2'
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  main.c -o main.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  kthread.c -o kthread.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  kalloc.c -o kalloc.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  misc.c -o misc.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  bseq.c -o bseq.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  sketch.c -o sketch.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  sdust.c -o sdust.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  options.c -o options.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  index.c -o index.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  lchain.c -o lchain.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  align.c -o align.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  hit.c -o hit.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  seed.c -o seed.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  jump.c -o jump.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  map.c -o map.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  format.c -o format.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  pe.c -o pe.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  esterr.c -o esterr.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -DHAVE_KALLOC  splitidx.c -o splitidx.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -msse2 -DHAVE_KALLOC  ksw2_ll_sse.c -o ksw2_ll_sse.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -msse4.1 -DHAVE_KALLOC -DKSW_CPU_DISPATCH  ksw2_extz2_sse.c -o ksw2_extz2_sse41.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -msse4.1 -DHAVE_KALLOC -DKSW_CPU_DISPATCH  ksw2_extd2_sse.c -o ksw2_extd2_sse41.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -msse4.1 -DHAVE_KALLOC -DKSW_CPU_DISPATCH  ksw2_exts2_sse.c -o ksw2_exts2_sse41.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -msse2 -mno-sse4.1 -DHAVE_KALLOC -DKSW_CPU_DISPATCH -DKSW_SSE2_ONLY  ksw2_extz2_sse.c -o ksw2_extz2_sse2.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -msse2 -mno-sse4.1 -DHAVE_KALLOC -DKSW_CPU_DISPATCH -DKSW_SSE2_ONLY  ksw2_extd2_sse.c -o ksw2_extd2_sse2.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -msse2 -mno-sse4.1 -DHAVE_KALLOC -DKSW_CPU_DISPATCH -DKSW_SSE2_ONLY  ksw2_exts2_sse.c -o ksw2_exts2_sse2.o
cc -c -g -O2  -Wall -Werror=format-security -Wno-unused-result -msse4.1 -DHAVE_KALLOC -DKSW_CPU_DISPATCH  ksw2_dispatch.c -o ksw2_dispatch.o
ar -csru libminimap2.a kthread.o kalloc.o misc.o bseq.o sketch.o sdust.o options.o index.o lchain.o align.o hit.o seed.o jump.o map.o format.o pe.o esterr.o splitidx.o ksw2_ll_sse.o ksw2_extz2_sse41.o ksw2_extd2_sse41.o ksw2_exts2_sse41.o ksw2_extz2_sse2.o ksw2_extd2_sse2.o ksw2_exts2_sse2.o ksw2_dispatch.o
ar: `u' modifier ignored since `D' is the default (see `U')
cc -g -O2  -Wall -Werror=format-security -Wno-unused-result main.o -o minimap2 -L. -lminimap2 -lm -lz -lpthread
make[1]: Leaving directory '/home/biocbuild/bbs-3.23-bioc/meat/FLAMES/src/submodule/minimap2'
echo "Installing binary to /home/biocbuild/bbs-3.23-bioc/meat/FLAMES/src/../inst/bin"
Installing binary to /home/biocbuild/bbs-3.23-bioc/meat/FLAMES/src/../inst/bin
mkdir -p ../inst/bin
cp submodule/minimap2/minimap2 ../inst/bin/
Rust version too old for edition 2024, skipping oarfish installation.
installing to /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/libs
** R
** data
** inst
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
*** copying figures
** building package indices
** installing vignettes
** testing if installed package can be loaded
* DONE (FLAMES)

Tests output

FLAMES.Rcheck/tests/testthat.Rout


R Under development (unstable) (2026-03-05 r89546) -- "Unsuffered Consequences"
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Platform: x86_64-pc-linux-gnu

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Type 'license()' or 'licence()' for distribution details.

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Type 'contributors()' for more information and
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Type 'demo()' for some demos, 'help()' for on-line help, or
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> # This file is part of the standard setup for testthat.
> # It is recommended that you do not modify it.
> #
> # Where should you do additional test configuration?
> # Learn more about the roles of various files in:
> # * https://r-pkgs.org/tests.html
> # * https://testthat.r-lib.org/reference/test_package.html#special-files
> 
> library(testthat)
> library(FLAMES)
> 
> test_check("FLAMES")
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c435814dc8cf3/config_file_3949400.json 
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c435814dc8cf3/config_file_3949400.json 
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c435814dc8cf3/config_file_3949400.json 
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c43581195a0cf/config_file_3949400.json 
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c43582c51f4f0/bc_allow.tsv
Number of known barcodes: 143
Processing file: /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
Skipping TSO trimming...
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c43582fec1f35/bc_allow.tsv
Number of known barcodes: 143
Processing file: /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
Skipping TSO trimming...
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c43582fec1f35/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c4358721d69bd/musc_rps24_1.fastq
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c4358721d69bd/musc_rps24_2.fastq
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c4358721d69bd/musc_rps24_3.fastq
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c4358721d69bd/musc_rps24_4.fastq
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
Skipping TSO trimming...
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435830c1dcc4/bc_allow.tsv
Number of known barcodes: 143
Processing file: /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
Skipping TSO trimming...
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c43584287cc5c/config_file_3949400.json 
Configured steps: 
	genome_alignment: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: genome_alignment @ Tue Mar 10 23:27:45 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /tmp/RtmpRqzkNr/file3c43584287cc5c/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample2 -> /tmp/RtmpRqzkNr/file3c43584287cc5c/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample3 -> /tmp/RtmpRqzkNr/file3c43584287cc5c/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: isoform_identification @ Tue Mar 10 23:27:46 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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Detected 4 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Mar 10 23:28:13 2026 -------------------
Realigning sample sample1 -> /tmp/RtmpRqzkNr/file3c43584287cc5c/sample1_realign2transcript.bam
Skipped sorting BAM files.

Realigning sample sample2 -> /tmp/RtmpRqzkNr/file3c43584287cc5c/sample2_realign2transcript.bam
Skipped sorting BAM files.

Realigning sample sample3 -> /tmp/RtmpRqzkNr/file3c43584287cc5c/sample3_realign2transcript.bam
Skipped sorting BAM files.

-- Running step: transcript_quantification @ Tue Mar 10 23:28:14 2026 ----------
[2m2026-03-11T03:28:14.462358Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:28:14.462759Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c43584287cc5c/sample1_realign2transcript.bam, contains 5 reference sequences.
[2m2026-03-11T03:28:14.462782Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:28:14.462815Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:28:14.462874Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:28:14.462888Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-03-11T03:28:14.464411Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2026-03-11T03:28:14.464583Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 253   │
│ aligned fraction too low        │ 4     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 1     │
│ reads with valid best alignment │ 96    │
╰─────────────────────────────────┴───────╯

[2m2026-03-11T03:28:14.464623Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 116
[2m2026-03-11T03:28:14.464632Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 96
[2m2026-03-11T03:28:14.464641Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 86
[2m2026-03-11T03:28:14.465367Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2026-03-11T03:28:14.472841Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:28:14.473229Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c43584287cc5c/sample2_realign2transcript.bam, contains 5 reference sequences.
[2m2026-03-11T03:28:14.473250Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:28:14.473260Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:28:14.473334Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:28:14.473348Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-03-11T03:28:14.474953Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2026-03-11T03:28:14.475094Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 251   │
│ aligned fraction too low        │ 5     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 2     │
│ reads with valid best alignment │ 95    │
╰─────────────────────────────────┴───────╯

[2m2026-03-11T03:28:14.475140Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 114
[2m2026-03-11T03:28:14.475150Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 95
[2m2026-03-11T03:28:14.475166Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 82
[2m2026-03-11T03:28:14.475777Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2026-03-11T03:28:14.482931Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:28:14.483319Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c43584287cc5c/sample3_realign2transcript.bam, contains 5 reference sequences.
[2m2026-03-11T03:28:14.483362Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:28:14.483372Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:28:14.483423Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:28:14.483447Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-03-11T03:28:14.486164Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 2 unmapped read records.
[2m2026-03-11T03:28:14.486334Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 398   │
│ aligned fraction too low        │ 12    │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 5     │
│ reads with valid best alignment │ 179   │
╰─────────────────────────────────┴───────╯

[2m2026-03-11T03:28:14.486387Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 239
[2m2026-03-11T03:28:14.486399Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 179
[2m2026-03-11T03:28:14.486407Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 143
[2m2026-03-11T03:28:14.487207Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c43583e091d4a/config_file_3949400.json 
Configured steps: 
	genome_alignment: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: genome_alignment @ Tue Mar 10 23:28:14 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/tmp/RtmpRqzkNr/file3c43583e091d4a/sample1_align2genome.bam
sample2 ->/tmp/RtmpRqzkNr/file3c43583e091d4a/sample2_align2genome.bam
sample3 ->/tmp/RtmpRqzkNr/file3c43583e091d4a/sample3_align2genome.bam
-- Running step: isoform_identification @ Tue Mar 10 23:28:35 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

  |                                                                            
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  |                                                                            
  |===============================================                       |  67%
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  |======================================================================| 100%

Detected 4 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Mar 10 23:28:54 2026 -------------------
Realignment complete for the following samples:
sample1 ->/tmp/RtmpRqzkNr/file3c43583e091d4a/sample1_realign2transcript.bam
sample2 ->/tmp/RtmpRqzkNr/file3c43583e091d4a/sample2_realign2transcript.bam
sample3 ->/tmp/RtmpRqzkNr/file3c43583e091d4a/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Tue Mar 10 23:29:13 2026 ----------
[2m2026-03-11T03:29:13.661953Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:29:13.662384Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c43583e091d4a/sample1_realign2transcript.bam, contains 5 reference sequences.
[2m2026-03-11T03:29:13.662430Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:29:13.662438Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:29:13.662499Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:29:13.662516Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-03-11T03:29:13.664129Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2026-03-11T03:29:13.664268Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 253   │
│ aligned fraction too low        │ 4     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 1     │
│ reads with valid best alignment │ 96    │
╰─────────────────────────────────┴───────╯

[2m2026-03-11T03:29:13.664316Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 116
[2m2026-03-11T03:29:13.664323Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 96
[2m2026-03-11T03:29:13.664330Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 86
[2m2026-03-11T03:29:13.665139Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2026-03-11T03:29:13.673222Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:29:13.673618Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c43583e091d4a/sample2_realign2transcript.bam, contains 5 reference sequences.
[2m2026-03-11T03:29:13.673638Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:29:13.673673Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:29:13.673733Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:29:13.673743Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-03-11T03:29:13.675309Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2026-03-11T03:29:13.675481Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 251   │
│ aligned fraction too low        │ 5     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 2     │
│ reads with valid best alignment │ 95    │
╰─────────────────────────────────┴───────╯

[2m2026-03-11T03:29:13.675525Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 114
[2m2026-03-11T03:29:13.675533Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 95
[2m2026-03-11T03:29:13.675575Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 82
[2m2026-03-11T03:29:13.676299Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2026-03-11T03:29:13.684381Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:29:13.684800Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c43583e091d4a/sample3_realign2transcript.bam, contains 5 reference sequences.
[2m2026-03-11T03:29:13.684823Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:29:13.684832Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:29:13.684903Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:29:13.684916Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-03-11T03:29:13.687599Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 2 unmapped read records.
[2m2026-03-11T03:29:13.687798Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 398   │
│ aligned fraction too low        │ 12    │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 5     │
│ reads with valid best alignment │ 179   │
╰─────────────────────────────────┴───────╯

[2m2026-03-11T03:29:13.687864Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 239
[2m2026-03-11T03:29:13.687872Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 179
[2m2026-03-11T03:29:13.687892Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 143
[2m2026-03-11T03:29:13.688715Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c435852947bf0/config_file_3949400.json 
Configured steps: 
	genome_alignment: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: genome_alignment @ Tue Mar 10 23:29:13 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /tmp/RtmpRqzkNr/file3c435852947bf0/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample2 -> /tmp/RtmpRqzkNr/file3c435852947bf0/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample3 -> /tmp/RtmpRqzkNr/file3c435852947bf0/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: isoform_identification @ Tue Mar 10 23:29:14 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

  |                                                                            
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  |                                                                            
  |=======================                                               |  33%
  |                                                                            
  |===============================================                       |  67%
  |                                                                            
  |======================================================================| 100%

Detected 4 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Mar 10 23:29:33 2026 -------------------
Realigning sample sample1 -> /tmp/RtmpRqzkNr/file3c435852947bf0/sample1_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample sample2 -> /tmp/RtmpRqzkNr/file3c435852947bf0/sample2_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample sample3 -> /tmp/RtmpRqzkNr/file3c435852947bf0/sample3_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: transcript_quantification @ Tue Mar 10 23:29:34 2026 ----------
23:29:34 Tue Mar 10 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c435822365996/config_file_3949400.json 
Configured steps: 
	genome_alignment: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: genome_alignment @ Tue Mar 10 23:29:35 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/tmp/RtmpRqzkNr/file3c435822365996/sample1_align2genome.bam
sample2 ->/tmp/RtmpRqzkNr/file3c435822365996/sample2_align2genome.bam
sample3 ->/tmp/RtmpRqzkNr/file3c435822365996/sample3_align2genome.bam
-- Running step: isoform_identification @ Tue Mar 10 23:29:54 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

  |                                                                            
  |                                                                      |   0%
  |                                                                            
  |=======================                                               |  33%
  |                                                                            
  |===============================================                       |  67%
  |                                                                            
  |======================================================================| 100%

Detected 4 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Mar 10 23:30:13 2026 -------------------
Realignment complete for the following samples:
sample1 ->/tmp/RtmpRqzkNr/file3c435822365996/sample1_realign2transcript.bam
sample2 ->/tmp/RtmpRqzkNr/file3c435822365996/sample2_realign2transcript.bam
sample3 ->/tmp/RtmpRqzkNr/file3c435822365996/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Tue Mar 10 23:30:32 2026 ----------
23:30:32 Tue Mar 10 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
Inputs:  ['/tmp/RtmpRqzkNr/file3c435852947bf0/sample1_realign2transcript.bam', '/tmp/RtmpRqzkNr/file3c435852947bf0/sample2_realign2transcript.bam', '/tmp/RtmpRqzkNr/file3c435852947bf0/sample3_realign2transcript.bam'] /tmp/RtmpRqzkNr/file3c435852947bf0/transcript_assembly.fa.fai 5 0.4 0.4
	Counter({'counted_reads': 375, 'not_enough_coverage': 16, 'unmapped': 2})
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c43581141eb05/config_file_3949400.json 
Configured steps: 
	genome_alignment: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: genome_alignment @ Tue Mar 10 23:30:33 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /tmp/RtmpRqzkNr/file3c43581141eb05/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample2 -> /tmp/RtmpRqzkNr/file3c43581141eb05/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample3 -> /tmp/RtmpRqzkNr/file3c43581141eb05/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: isoform_identification @ Tue Mar 10 23:30:34 2026 -------------
Inputs:  ['/tmp/RtmpRqzkNr/file3c435822365996/sample1_realign2transcript.bam', '/tmp/RtmpRqzkNr/file3c435822365996/sample2_realign2transcript.bam', '/tmp/RtmpRqzkNr/file3c435822365996/sample3_realign2transcript.bam'] /tmp/RtmpRqzkNr/file3c435822365996/transcript_assembly.fa.fai 5 0.4 0.4
	Counter({'counted_reads': 375, 'not_enough_coverage': 16, 'unmapped': 2})
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Mar 10 23:30:34 2026 -------------------
Realigning sample sample1 -> /tmp/RtmpRqzkNr/file3c43581141eb05/sample1_realign2transcript.bam
Skipped sorting BAM files.

Realigning sample sample2 -> /tmp/RtmpRqzkNr/file3c43581141eb05/sample2_realign2transcript.bam
Skipped sorting BAM files.

Realigning sample sample3 -> /tmp/RtmpRqzkNr/file3c43581141eb05/sample3_realign2transcript.bam
Skipped sorting BAM files.

-- Running step: transcript_quantification @ Tue Mar 10 23:30:35 2026 ----------
[2m2026-03-11T03:30:35.286331Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:30:35.286745Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c43581141eb05/sample1_realign2transcript.bam, contains 10 reference sequences.
[2m2026-03-11T03:30:35.286823Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:30:35.286831Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:30:35.286898Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:30:35.286909Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2026-03-11T03:30:35.289507Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2026-03-11T03:30:35.289660Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 707   │
│ aligned fraction too low        │ 2     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 98    │
╰─────────────────────────────────┴───────╯

[2m2026-03-11T03:30:35.289709Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 125
[2m2026-03-11T03:30:35.289717Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 98
[2m2026-03-11T03:30:35.289724Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 86
[2m2026-03-11T03:30:35.290323Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2026-03-11T03:30:35.297671Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:30:35.298013Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c43581141eb05/sample2_realign2transcript.bam, contains 10 reference sequences.
[2m2026-03-11T03:30:35.298033Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:30:35.298064Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:30:35.298130Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:30:35.298141Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2026-03-11T03:30:35.300889Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2026-03-11T03:30:35.301054Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 701   │
│ aligned fraction too low        │ 3     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 97    │
╰─────────────────────────────────┴───────╯

[2m2026-03-11T03:30:35.301097Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 136
[2m2026-03-11T03:30:35.301105Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 97
[2m2026-03-11T03:30:35.301111Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 79
[2m2026-03-11T03:30:35.301730Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2026-03-11T03:30:35.309021Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:30:35.309394Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c43581141eb05/sample3_realign2transcript.bam, contains 10 reference sequences.
[2m2026-03-11T03:30:35.309414Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:30:35.309422Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:30:35.309503Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:30:35.309514Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2026-03-11T03:30:35.314088Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2026-03-11T03:30:35.314251Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 1060  │
│ aligned fraction too low        │ 6     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 187   │
╰─────────────────────────────────┴───────╯

[2m2026-03-11T03:30:35.314304Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 272
[2m2026-03-11T03:30:35.314311Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 187
[2m2026-03-11T03:30:35.314323Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 140
[2m2026-03-11T03:30:35.314992Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c43585f599c16/config_file_3949400.json 
Configured steps: 
	genome_alignment: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: genome_alignment @ Tue Mar 10 23:30:35 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/tmp/RtmpRqzkNr/file3c43585f599c16/sample1_align2genome.bam
sample2 ->/tmp/RtmpRqzkNr/file3c43585f599c16/sample2_align2genome.bam
sample3 ->/tmp/RtmpRqzkNr/file3c43585f599c16/sample3_align2genome.bam
-- Running step: isoform_identification @ Tue Mar 10 23:30:54 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Mar 10 23:30:54 2026 -------------------
Realignment complete for the following samples:
sample1 ->/tmp/RtmpRqzkNr/file3c43585f599c16/sample1_realign2transcript.bam
sample2 ->/tmp/RtmpRqzkNr/file3c43585f599c16/sample2_realign2transcript.bam
sample3 ->/tmp/RtmpRqzkNr/file3c43585f599c16/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Tue Mar 10 23:31:13 2026 ----------
[2m2026-03-11T03:31:14.024275Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:31:14.024744Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c43585f599c16/sample1_realign2transcript.bam, contains 10 reference sequences.
[2m2026-03-11T03:31:14.024765Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:31:14.024801Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:31:14.024867Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:31:14.024879Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2026-03-11T03:31:14.027534Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2026-03-11T03:31:14.027707Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 707   │
│ aligned fraction too low        │ 2     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 98    │
╰─────────────────────────────────┴───────╯

[2m2026-03-11T03:31:14.027748Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 125
[2m2026-03-11T03:31:14.027755Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 98
[2m2026-03-11T03:31:14.027762Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 86
[2m2026-03-11T03:31:14.028414Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2026-03-11T03:31:14.040913Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:31:14.041337Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c43585f599c16/sample2_realign2transcript.bam, contains 10 reference sequences.
[2m2026-03-11T03:31:14.041357Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:31:14.041365Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:31:14.041445Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:31:14.041458Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2026-03-11T03:31:14.044050Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2026-03-11T03:31:14.044191Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 701   │
│ aligned fraction too low        │ 3     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 97    │
╰─────────────────────────────────┴───────╯

[2m2026-03-11T03:31:14.044245Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 136
[2m2026-03-11T03:31:14.044258Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 97
[2m2026-03-11T03:31:14.044265Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 79
[2m2026-03-11T03:31:14.044893Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2026-03-11T03:31:14.057158Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:31:14.057536Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c43585f599c16/sample3_realign2transcript.bam, contains 10 reference sequences.
[2m2026-03-11T03:31:14.057598Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:31:14.057606Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:31:14.057670Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:31:14.057690Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2026-03-11T03:31:14.061973Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2026-03-11T03:31:14.062150Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 1060  │
│ aligned fraction too low        │ 6     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 187   │
╰─────────────────────────────────┴───────╯

[2m2026-03-11T03:31:14.062213Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 272
[2m2026-03-11T03:31:14.062220Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 187
[2m2026-03-11T03:31:14.062226Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 140
[2m2026-03-11T03:31:14.062959Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c435848b81fc2/config_file_3949400.json 
Configured steps: 
	genome_alignment: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: genome_alignment @ Tue Mar 10 23:31:14 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /tmp/RtmpRqzkNr/file3c435848b81fc2/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample2 -> /tmp/RtmpRqzkNr/file3c435848b81fc2/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample3 -> /tmp/RtmpRqzkNr/file3c435848b81fc2/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: isoform_identification @ Tue Mar 10 23:31:15 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Mar 10 23:31:15 2026 -------------------
Realigning sample sample1 -> /tmp/RtmpRqzkNr/file3c435848b81fc2/sample1_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample sample2 -> /tmp/RtmpRqzkNr/file3c435848b81fc2/sample2_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample sample3 -> /tmp/RtmpRqzkNr/file3c435848b81fc2/sample3_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: transcript_quantification @ Tue Mar 10 23:31:16 2026 ----------
23:31:16 Tue Mar 10 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c435850b234cf/config_file_3949400.json 
Configured steps: 
	genome_alignment: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: genome_alignment @ Tue Mar 10 23:31:17 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/tmp/RtmpRqzkNr/file3c435850b234cf/sample1_align2genome.bam
sample2 ->/tmp/RtmpRqzkNr/file3c435850b234cf/sample2_align2genome.bam
sample3 ->/tmp/RtmpRqzkNr/file3c435850b234cf/sample3_align2genome.bam
-- Running step: isoform_identification @ Tue Mar 10 23:31:37 2026 -------------
Inputs:  ['/tmp/RtmpRqzkNr/file3c435848b81fc2/sample1_realign2transcript.bam', '/tmp/RtmpRqzkNr/file3c435848b81fc2/sample2_realign2transcript.bam', '/tmp/RtmpRqzkNr/file3c435848b81fc2/sample3_realign2transcript.bam'] /tmp/RtmpRqzkNr/file3c435848b81fc2/transcript_assembly.fa.fai 5 0.4 0.4
	Counter({'counted_reads': 391, 'not_enough_coverage': 2})
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Mar 10 23:31:38 2026 -------------------
Realignment complete for the following samples:
sample1 ->/tmp/RtmpRqzkNr/file3c435850b234cf/sample1_realign2transcript.bam
sample2 ->/tmp/RtmpRqzkNr/file3c435850b234cf/sample2_realign2transcript.bam
sample3 ->/tmp/RtmpRqzkNr/file3c435850b234cf/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Tue Mar 10 23:31:58 2026 ----------
23:31:58 Tue Mar 10 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c435832132666/config_file_3949400.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Mar 10 23:31:59 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435832132666/bc_allow.tsv
Number of known barcodes: 143
Processing file: /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
-- Running step: genome_alignment @ Tue Mar 10 23:31:59 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /tmp/RtmpRqzkNr/file3c435832132666/matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435832132666/align2genome.bam
Sorting BAM files by genome coordinates with 8 threads...

Indexing bam files
-- Running step: isoform_identification @ Tue Mar 10 23:32:00 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---
Detected 2 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Mar 10 23:32:10 2026 -------------------
Checking for fastq file(s) /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435832132666/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435832132666/matched_reads_dedup.fastq.gz
	files not found
Realigning sample /tmp/RtmpRqzkNr/file3c435832132666/matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435832132666/realign2transcript.bam
Sorting BAM files by 8 with CB threads...

[bam_sort_core] merging from 0 files and 8 in-memory blocks...
-- Running step: transcript_quantification @ Tue Mar 10 23:32:10 2026 ----------
[2m2026-03-11T03:32:10.507183Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:32:10.507739Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c435832132666/realign2transcript.bam, contains 5 reference sequences.
[2m2026-03-11T03:32:10.507801Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:32:10.507809Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:32:10.507873Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:32:10.507883Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-03-11T03:32:10.514521Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c435813232b56/config_file_3949400.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Mar 10 23:32:11 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435813232b56/bc_allow.tsv
Number of known barcodes: 143
Processing file: /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
-- Running step: genome_alignment @ Tue Mar 10 23:32:11 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/tmp/RtmpRqzkNr/file3c435813232b56/matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c435813232b56/align2genome.bam
-- Running step: isoform_identification @ Tue Mar 10 23:32:30 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---
Detected 2 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Mar 10 23:32:40 2026 -------------------
Checking for fastq file(s) /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435813232b56/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435813232b56/matched_reads_dedup.fastq.gz
	files not found
Realignment complete for the following samples:
/tmp/RtmpRqzkNr/file3c435813232b56/matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c435813232b56/realign2transcript.bam
-- Running step: transcript_quantification @ Tue Mar 10 23:33:03 2026 ----------
[2m2026-03-11T03:33:03.560055Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:33:03.560497Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c435813232b56/realign2transcript.bam, contains 5 reference sequences.
[2m2026-03-11T03:33:03.560519Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:33:03.560570Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:33:03.560629Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:33:03.560639Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-03-11T03:33:03.566953Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c4358741ac878/config_file_3949400.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Mar 10 23:33:04 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c4358741ac878/bc_allow.tsv
Number of known barcodes: 143
Processing file: /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
-- Running step: genome_alignment @ Tue Mar 10 23:33:04 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /tmp/RtmpRqzkNr/file3c4358741ac878/matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c4358741ac878/align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 8 threads...

Indexing bam files
-- Running step: isoform_identification @ Tue Mar 10 23:33:04 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---
Detected 2 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Mar 10 23:33:14 2026 -------------------
Checking for fastq file(s) /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c4358741ac878/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c4358741ac878/matched_reads_dedup.fastq.gz
	files not found
Realigning sample /tmp/RtmpRqzkNr/file3c4358741ac878/matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c4358741ac878/realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 8 threads...

[bam_sort_core] merging from 0 files and 8 in-memory blocks...
Indexing bam files
-- Running step: transcript_quantification @ Tue Mar 10 23:33:14 2026 ----------
23:33:14 Tue Mar 10 2026 quantify transcripts 
Found realignment file(s): 	realign2transcript.bam
Inputs:  ['/tmp/RtmpRqzkNr/file3c435850b234cf/sample1_realign2transcript.bam', '/tmp/RtmpRqzkNr/file3c435850b234cf/sample2_realign2transcript.bam', '/tmp/RtmpRqzkNr/file3c435850b234cf/sample3_realign2transcript.bam'] /tmp/RtmpRqzkNr/file3c435850b234cf/transcript_assembly.fa.fai 5 0.4 0.4
	Counter({'counted_reads': 391, 'not_enough_coverage': 2})
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c43586fc48a93/config_file_3949400.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Mar 10 23:33:15 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c43586fc48a93/bc_allow.tsv
Number of known barcodes: 143
Processing file: /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
-- Running step: genome_alignment @ Tue Mar 10 23:33:16 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/tmp/RtmpRqzkNr/file3c43586fc48a93/matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c43586fc48a93/align2genome.bam
-- Running step: isoform_identification @ Tue Mar 10 23:33:36 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---
Detected 2 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Mar 10 23:33:46 2026 -------------------
Checking for fastq file(s) /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c43586fc48a93/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c43586fc48a93/matched_reads_dedup.fastq.gz
	files not found
Realignment complete for the following samples:
/tmp/RtmpRqzkNr/file3c43586fc48a93/matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c43586fc48a93/realign2transcript.bam
-- Running step: transcript_quantification @ Tue Mar 10 23:34:04 2026 ----------
23:34:04 Tue Mar 10 2026 quantify transcripts 
Found realignment file(s): 	realign2transcript.bam
	Counter({'counted_reads': 354, 'not_enough_coverage': 12, 'unmapped': 6})
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c435847327c87/config_file_3949400.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Mar 10 23:34:05 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435847327c87/bc_allow.tsv
Number of known barcodes: 143
Processing file: /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
-- Running step: genome_alignment @ Tue Mar 10 23:34:05 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /tmp/RtmpRqzkNr/file3c435847327c87/matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435847327c87/align2genome.bam
Sorting BAM files by genome coordinates with 8 threads...

Indexing bam files
-- Running step: isoform_identification @ Tue Mar 10 23:34:06 2026 -------------
	Counter({'counted_reads': 354, 'not_enough_coverage': 12, 'unmapped': 6})
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Mar 10 23:34:06 2026 -------------------
Checking for fastq file(s) /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435847327c87/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435847327c87/matched_reads_dedup.fastq.gz
	files not found
Realigning sample /tmp/RtmpRqzkNr/file3c435847327c87/matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435847327c87/realign2transcript.bam
Sorting BAM files by 8 with CB threads...

[bam_sort_core] merging from 0 files and 8 in-memory blocks...
-- Running step: transcript_quantification @ Tue Mar 10 23:34:06 2026 ----------
[2m2026-03-11T03:34:06.998029Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:34:06.998474Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c435847327c87/realign2transcript.bam, contains 10 reference sequences.
[2m2026-03-11T03:34:06.998555Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:34:06.998563Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:34:06.998635Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:34:06.998649Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2026-03-11T03:34:07.009641Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c435858cb050e/config_file_3949400.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Mar 10 23:34:07 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435858cb050e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
-- Running step: genome_alignment @ Tue Mar 10 23:34:08 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/tmp/RtmpRqzkNr/file3c435858cb050e/matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c435858cb050e/align2genome.bam
-- Running step: isoform_identification @ Tue Mar 10 23:34:27 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Mar 10 23:34:28 2026 -------------------
Checking for fastq file(s) /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435858cb050e/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435858cb050e/matched_reads_dedup.fastq.gz
	files not found
Realignment complete for the following samples:
/tmp/RtmpRqzkNr/file3c435858cb050e/matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c435858cb050e/realign2transcript.bam
-- Running step: transcript_quantification @ Tue Mar 10 23:34:46 2026 ----------
[2m2026-03-11T03:34:47.008847Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:34:47.009327Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c435858cb050e/realign2transcript.bam, contains 10 reference sequences.
[2m2026-03-11T03:34:47.009351Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:34:47.009409Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:34:47.009484Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:34:47.009496Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2026-03-11T03:34:47.020564Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c435820197dd0/config_file_3949400.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Mar 10 23:34:47 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435820197dd0/bc_allow.tsv
Number of known barcodes: 143
Processing file: /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
-- Running step: genome_alignment @ Tue Mar 10 23:34:48 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /tmp/RtmpRqzkNr/file3c435820197dd0/matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435820197dd0/align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 8 threads...

Indexing bam files
-- Running step: isoform_identification @ Tue Mar 10 23:34:48 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Mar 10 23:34:49 2026 -------------------
Checking for fastq file(s) /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435820197dd0/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435820197dd0/matched_reads_dedup.fastq.gz
	files not found
Realigning sample /tmp/RtmpRqzkNr/file3c435820197dd0/matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435820197dd0/realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 8 threads...

[bam_sort_core] merging from 0 files and 8 in-memory blocks...
Indexing bam files
-- Running step: transcript_quantification @ Tue Mar 10 23:34:49 2026 ----------
23:34:49 Tue Mar 10 2026 quantify transcripts 
Found realignment file(s): 	realign2transcript.bam
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c43586f8b2c/config_file_3949400.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Mar 10 23:34:50 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c43586f8b2c/bc_allow.tsv
Number of known barcodes: 143
Processing file: /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
-- Running step: genome_alignment @ Tue Mar 10 23:34:50 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/tmp/RtmpRqzkNr/file3c43586f8b2c/matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c43586f8b2c/align2genome.bam
-- Running step: isoform_identification @ Tue Mar 10 23:35:10 2026 -------------
	Counter({'counted_reads': 368, 'unmapped': 4})
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Mar 10 23:35:10 2026 -------------------
Checking for fastq file(s) /home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c43586f8b2c/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c43586f8b2c/matched_reads_dedup.fastq.gz
	files not found
Realignment complete for the following samples:
/tmp/RtmpRqzkNr/file3c43586f8b2c/matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c43586f8b2c/realign2transcript.bam
-- Running step: transcript_quantification @ Tue Mar 10 23:35:29 2026 ----------
23:35:29 Tue Mar 10 2026 quantify transcripts 
Found realignment file(s): 	realign2transcript.bam
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c435819240bd2/config_file_3949400.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Mar 10 23:35:31 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435819240bd2/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c435819240bd2/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c435819240bd2/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c435819240bd2/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435819240bd2/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c435819240bd2/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435819240bd2/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c435819240bd2/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435819240bd2/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c435819240bd2/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Tue Mar 10 23:35:31 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /tmp/RtmpRqzkNr/file3c435819240bd2/sampleA_matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435819240bd2/sampleA_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpRqzkNr/file3c435819240bd2/sample1_matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435819240bd2/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpRqzkNr/file3c435819240bd2/sample2_matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435819240bd2/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpRqzkNr/file3c435819240bd2/sample3_matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435819240bd2/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: gene_quantification @ Tue Mar 10 23:35:33 2026 ----------------
23:35:33 Tue Mar 10 2026 quantify genes 
Using BAM(s): '/tmp/RtmpRqzkNr/file3c435819240bd2/sampleA_align2genome.bam',
'/tmp/RtmpRqzkNr/file3c435819240bd2/sample1_align2genome.bam',
'/tmp/RtmpRqzkNr/file3c435819240bd2/sample2_align2genome.bam', and
'/tmp/RtmpRqzkNr/file3c435819240bd2/sample3_align2genome.bam'
	Counter({'counted_reads': 368, 'unmapped': 4})
parsing /tmp/RtmpRqzkNr/file3c435819240bd2/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 21.30gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 434823.14Read/s]
parsing /tmp/RtmpRqzkNr/file3c435819240bd2/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 42.96gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1250239.66Read/s]
parsing /tmp/RtmpRqzkNr/file3c435819240bd2/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 50.74gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1331356.02Read/s]
parsing /tmp/RtmpRqzkNr/file3c435819240bd2/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 36.50gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 712686.74Read/s]
-- Running step: isoform_identification @ Tue Mar 10 23:35:35 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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  |==================                                                    |  25%
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Detected 6 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Mar 10 23:35:58 2026 -------------------
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435819240bd2/fastq, /tmp/RtmpRqzkNr/file3c435819240bd2/fastq/sample1.fq.gz, /tmp/RtmpRqzkNr/file3c435819240bd2/fastq/sample2.fq.gz, /tmp/RtmpRqzkNr/file3c435819240bd2/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435819240bd2/sampleA_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c435819240bd2/sample1_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c435819240bd2/sample2_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c435819240bd2/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435819240bd2/sampleA_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c435819240bd2/sample1_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c435819240bd2/sample2_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c435819240bd2/sample3_matched_reads_dedup.fastq.gz
	files found
Realigning sample /tmp/RtmpRqzkNr/file3c435819240bd2/sampleA_matched_reads_dedup.fastq.gz -> /tmp/RtmpRqzkNr/file3c435819240bd2/sampleA_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /tmp/RtmpRqzkNr/file3c435819240bd2/sample1_matched_reads_dedup.fastq.gz -> /tmp/RtmpRqzkNr/file3c435819240bd2/sample1_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /tmp/RtmpRqzkNr/file3c435819240bd2/sample2_matched_reads_dedup.fastq.gz -> /tmp/RtmpRqzkNr/file3c435819240bd2/sample2_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /tmp/RtmpRqzkNr/file3c435819240bd2/sample3_matched_reads_dedup.fastq.gz -> /tmp/RtmpRqzkNr/file3c435819240bd2/sample3_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

-- Running step: transcript_quantification @ Tue Mar 10 23:35:59 2026 ----------
[2m2026-03-11T03:35:59.111230Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:35:59.111614Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c435819240bd2/sampleA_realign2transcript.bam, contains 5 reference sequences.
[2m2026-03-11T03:35:59.111694Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:35:59.111702Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:35:59.111756Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:35:59.111779Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-03-11T03:35:59.117464Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2026-03-11T03:35:59.392097Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:35:59.392488Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c435819240bd2/sample1_realign2transcript.bam, contains 5 reference sequences.
[2m2026-03-11T03:35:59.392569Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:35:59.392577Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:35:59.392631Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:35:59.392655Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-03-11T03:35:59.685526Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:35:59.685957Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c435819240bd2/sample2_realign2transcript.bam, contains 5 reference sequences.
[2m2026-03-11T03:35:59.685978Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:35:59.686035Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:35:59.686106Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:35:59.686116Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-03-11T03:36:00.012444Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:36:00.012882Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c435819240bd2/sample3_realign2transcript.bam, contains 5 reference sequences.
[2m2026-03-11T03:36:00.012904Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:36:00.012911Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:36:00.013001Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:36:00.013012Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c4358744423cf/config_file_3949400.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Mar 10 23:36:00 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c4358744423cf/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c4358744423cf/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c4358744423cf/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c4358744423cf/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c4358744423cf/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c4358744423cf/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c4358744423cf/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c4358744423cf/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c4358744423cf/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c4358744423cf/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Tue Mar 10 23:36:01 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/tmp/RtmpRqzkNr/file3c4358744423cf/sampleA_matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358744423cf/sampleA_align2genome.bam
/tmp/RtmpRqzkNr/file3c4358744423cf/sample1_matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358744423cf/sample1_align2genome.bam
/tmp/RtmpRqzkNr/file3c4358744423cf/sample2_matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358744423cf/sample2_align2genome.bam
/tmp/RtmpRqzkNr/file3c4358744423cf/sample3_matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358744423cf/sample3_align2genome.bam
-- Running step: gene_quantification @ Tue Mar 10 23:36:22 2026 ----------------
23:36:22 Tue Mar 10 2026 quantify genes 
Using BAM(s): '/tmp/RtmpRqzkNr/file3c4358744423cf/sampleA_align2genome.bam',
'/tmp/RtmpRqzkNr/file3c4358744423cf/sample1_align2genome.bam',
'/tmp/RtmpRqzkNr/file3c4358744423cf/sample2_align2genome.bam', and
'/tmp/RtmpRqzkNr/file3c4358744423cf/sample3_align2genome.bam'
parsing /tmp/RtmpRqzkNr/file3c4358744423cf/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 21.55gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 384178.21Read/s]
parsing /tmp/RtmpRqzkNr/file3c4358744423cf/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 52.64gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1518574.95Read/s]
parsing /tmp/RtmpRqzkNr/file3c4358744423cf/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 51.70gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1459599.11Read/s]
parsing /tmp/RtmpRqzkNr/file3c4358744423cf/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 34.51gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 792454.66Read/s]
-- Running step: isoform_identification @ Tue Mar 10 23:36:23 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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  |                                                                            
  |==================                                                    |  25%
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  |======================================================================| 100%

Detected 6 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Mar 10 23:36:47 2026 -------------------
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c4358744423cf/fastq, /tmp/RtmpRqzkNr/file3c4358744423cf/fastq/sample1.fq.gz, /tmp/RtmpRqzkNr/file3c4358744423cf/fastq/sample2.fq.gz, /tmp/RtmpRqzkNr/file3c4358744423cf/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c4358744423cf/sampleA_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c4358744423cf/sample1_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c4358744423cf/sample2_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c4358744423cf/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c4358744423cf/sampleA_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c4358744423cf/sample1_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c4358744423cf/sample2_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c4358744423cf/sample3_matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/tmp/RtmpRqzkNr/file3c4358744423cf/sampleA_matched_reads_dedup.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358744423cf/sampleA_realign2transcript.bam
/tmp/RtmpRqzkNr/file3c4358744423cf/sample1_matched_reads_dedup.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358744423cf/sample1_realign2transcript.bam
/tmp/RtmpRqzkNr/file3c4358744423cf/sample2_matched_reads_dedup.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358744423cf/sample2_realign2transcript.bam
/tmp/RtmpRqzkNr/file3c4358744423cf/sample3_matched_reads_dedup.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358744423cf/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Tue Mar 10 23:37:07 2026 ----------
[2m2026-03-11T03:37:07.668921Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:37:07.669376Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c4358744423cf/sampleA_realign2transcript.bam, contains 5 reference sequences.
[2m2026-03-11T03:37:07.669441Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:37:07.669449Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:37:07.669505Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:37:07.669515Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-03-11T03:37:07.675316Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2026-03-11T03:37:08.022457Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:37:08.022827Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c4358744423cf/sample1_realign2transcript.bam, contains 5 reference sequences.
[2m2026-03-11T03:37:08.022907Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:37:08.022915Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:37:08.022967Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:37:08.022978Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-03-11T03:37:08.339907Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:37:08.340278Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c4358744423cf/sample2_realign2transcript.bam, contains 5 reference sequences.
[2m2026-03-11T03:37:08.340301Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:37:08.340367Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:37:08.340421Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:37:08.340432Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-03-11T03:37:08.659464Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:37:08.659953Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c4358744423cf/sample3_realign2transcript.bam, contains 5 reference sequences.
[2m2026-03-11T03:37:08.660044Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:37:08.660051Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:37:08.660105Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:37:08.660132Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c435836be0956/config_file_3949400.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Mar 10 23:37:09 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435836be0956/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c435836be0956/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c435836be0956/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c435836be0956/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435836be0956/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c435836be0956/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435836be0956/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c435836be0956/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435836be0956/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c435836be0956/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Tue Mar 10 23:37:10 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /tmp/RtmpRqzkNr/file3c435836be0956/sampleA_matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435836be0956/sampleA_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpRqzkNr/file3c435836be0956/sample1_matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435836be0956/sample1_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpRqzkNr/file3c435836be0956/sample2_matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435836be0956/sample2_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpRqzkNr/file3c435836be0956/sample3_matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435836be0956/sample3_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: gene_quantification @ Tue Mar 10 23:37:11 2026 ----------------
23:37:11 Tue Mar 10 2026 quantify genes 
Using BAM(s): '/tmp/RtmpRqzkNr/file3c435836be0956/sampleA_align2genome.bam',
'/tmp/RtmpRqzkNr/file3c435836be0956/sample1_align2genome.bam',
'/tmp/RtmpRqzkNr/file3c435836be0956/sample2_align2genome.bam', and
'/tmp/RtmpRqzkNr/file3c435836be0956/sample3_align2genome.bam'
parsing /tmp/RtmpRqzkNr/file3c435836be0956/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 21.30gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 398804.24Read/s]
parsing /tmp/RtmpRqzkNr/file3c435836be0956/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 52.40gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1331356.02Read/s]
parsing /tmp/RtmpRqzkNr/file3c435836be0956/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 49.83gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1264868.52Read/s]
parsing /tmp/RtmpRqzkNr/file3c435836be0956/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 34.85gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 618921.02Read/s]
-- Running step: isoform_identification @ Tue Mar 10 23:37:12 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

  |                                                                            
  |                                                                      |   0%
  |                                                                            
  |==================                                                    |  25%
  |                                                                            
  |===================================                                   |  50%
  |                                                                            
  |====================================================                  |  75%
  |                                                                            
  |======================================================================| 100%

Detected 6 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Mar 10 23:37:34 2026 -------------------
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435836be0956/fastq, /tmp/RtmpRqzkNr/file3c435836be0956/fastq/sample1.fq.gz, /tmp/RtmpRqzkNr/file3c435836be0956/fastq/sample2.fq.gz, /tmp/RtmpRqzkNr/file3c435836be0956/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435836be0956/sampleA_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c435836be0956/sample1_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c435836be0956/sample2_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c435836be0956/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435836be0956/sampleA_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c435836be0956/sample1_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c435836be0956/sample2_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c435836be0956/sample3_matched_reads_dedup.fastq.gz
	files found
Realigning sample /tmp/RtmpRqzkNr/file3c435836be0956/sampleA_matched_reads_dedup.fastq.gz -> /tmp/RtmpRqzkNr/file3c435836be0956/sampleA_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample /tmp/RtmpRqzkNr/file3c435836be0956/sample1_matched_reads_dedup.fastq.gz -> /tmp/RtmpRqzkNr/file3c435836be0956/sample1_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample /tmp/RtmpRqzkNr/file3c435836be0956/sample2_matched_reads_dedup.fastq.gz -> /tmp/RtmpRqzkNr/file3c435836be0956/sample2_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample /tmp/RtmpRqzkNr/file3c435836be0956/sample3_matched_reads_dedup.fastq.gz -> /tmp/RtmpRqzkNr/file3c435836be0956/sample3_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: transcript_quantification @ Tue Mar 10 23:37:35 2026 ----------
23:37:35 Tue Mar 10 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
	sampleA_realign2transcript.bam
parsing /tmp/RtmpRqzkNr/file3c435836be0956/sampleA_realign2transcript.bam...
parsing /tmp/RtmpRqzkNr/file3c435836be0956/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpRqzkNr/file3c435836be0956/sampleA_realign2transcript.bamdone
parsing /tmp/RtmpRqzkNr/file3c435836be0956/sample1_realign2transcript.bam...
parsing /tmp/RtmpRqzkNr/file3c435836be0956/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpRqzkNr/file3c435836be0956/sample1_realign2transcript.bamdone
parsing /tmp/RtmpRqzkNr/file3c435836be0956/sample2_realign2transcript.bam...
parsing /tmp/RtmpRqzkNr/file3c435836be0956/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpRqzkNr/file3c435836be0956/sample2_realign2transcript.bamdone
parsing /tmp/RtmpRqzkNr/file3c435836be0956/sample3_realign2transcript.bam...
parsing /tmp/RtmpRqzkNr/file3c435836be0956/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpRqzkNr/file3c435836be0956/sample3_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c4358dc025e/config_file_3949400.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Mar 10 23:37:37 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c4358dc025e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c4358dc025e/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c4358dc025e/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c4358dc025e/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c4358dc025e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c4358dc025e/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c4358dc025e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c4358dc025e/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c4358dc025e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c4358dc025e/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Tue Mar 10 23:37:38 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/tmp/RtmpRqzkNr/file3c4358dc025e/sampleA_matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358dc025e/sampleA_align2genome.bam
/tmp/RtmpRqzkNr/file3c4358dc025e/sample1_matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358dc025e/sample1_align2genome.bam
/tmp/RtmpRqzkNr/file3c4358dc025e/sample2_matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358dc025e/sample2_align2genome.bam
/tmp/RtmpRqzkNr/file3c4358dc025e/sample3_matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358dc025e/sample3_align2genome.bam
-- Running step: gene_quantification @ Tue Mar 10 23:37:58 2026 ----------------
23:37:58 Tue Mar 10 2026 quantify genes 
Using BAM(s): '/tmp/RtmpRqzkNr/file3c4358dc025e/sampleA_align2genome.bam',
'/tmp/RtmpRqzkNr/file3c4358dc025e/sample1_align2genome.bam',
'/tmp/RtmpRqzkNr/file3c4358dc025e/sample2_align2genome.bam', and
'/tmp/RtmpRqzkNr/file3c4358dc025e/sample3_align2genome.bam'
	Counter({'counted_reads': 347, 'not_enough_coverage': 9, 'unmapped': 2})
	Counter({'counted_reads': 89, 'not_enough_coverage': 2})
	Counter({'counted_reads': 92, 'not_enough_coverage': 3})
	Counter({'counted_reads': 168, 'not_enough_coverage': 6, 'unmapped': 2})
parsing /tmp/RtmpRqzkNr/file3c4358dc025e/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 18.47gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 66200.49Read/s]
parsing /tmp/RtmpRqzkNr/file3c4358dc025e/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  6.19gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  6.07gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 174995.99Read/s]
parsing /tmp/RtmpRqzkNr/file3c4358dc025e/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  7.30gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  7.20gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 411529.04Read/s]
parsing /tmp/RtmpRqzkNr/file3c4358dc025e/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 20.50gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 707159.43Read/s]
-- Running step: isoform_identification @ Tue Mar 10 23:38:02 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

  |                                                                            
  |                                                                      |   0%
  |                                                                            
  |==================                                                    |  25%
  |                                                                            
  |===================================                                   |  50%
  |                                                                            
  |====================================================                  |  75%
  |                                                                            
  |======================================================================| 100%

Detected 6 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Mar 10 23:38:29 2026 -------------------
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c4358dc025e/fastq, /tmp/RtmpRqzkNr/file3c4358dc025e/fastq/sample1.fq.gz, /tmp/RtmpRqzkNr/file3c4358dc025e/fastq/sample2.fq.gz, /tmp/RtmpRqzkNr/file3c4358dc025e/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c4358dc025e/sampleA_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c4358dc025e/sample1_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c4358dc025e/sample2_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c4358dc025e/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c4358dc025e/sampleA_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c4358dc025e/sample1_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c4358dc025e/sample2_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c4358dc025e/sample3_matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/tmp/RtmpRqzkNr/file3c4358dc025e/sampleA_matched_reads_dedup.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358dc025e/sampleA_realign2transcript.bam
/tmp/RtmpRqzkNr/file3c4358dc025e/sample1_matched_reads_dedup.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358dc025e/sample1_realign2transcript.bam
/tmp/RtmpRqzkNr/file3c4358dc025e/sample2_matched_reads_dedup.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358dc025e/sample2_realign2transcript.bam
/tmp/RtmpRqzkNr/file3c4358dc025e/sample3_matched_reads_dedup.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358dc025e/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Tue Mar 10 23:38:50 2026 ----------
23:38:50 Tue Mar 10 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
	sampleA_realign2transcript.bam
parsing /tmp/RtmpRqzkNr/file3c4358dc025e/sampleA_realign2transcript.bam...
parsing /tmp/RtmpRqzkNr/file3c4358dc025e/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpRqzkNr/file3c4358dc025e/sampleA_realign2transcript.bamdone
	Counter({'counted_reads': 347, 'not_enough_coverage': 9, 'unmapped': 2})
parsing /tmp/RtmpRqzkNr/file3c4358dc025e/sample1_realign2transcript.bam...
parsing /tmp/RtmpRqzkNr/file3c4358dc025e/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpRqzkNr/file3c4358dc025e/sample1_realign2transcript.bamdone
parsing /tmp/RtmpRqzkNr/file3c4358dc025e/sample2_realign2transcript.bam...
parsing /tmp/RtmpRqzkNr/file3c4358dc025e/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpRqzkNr/file3c4358dc025e/sample2_realign2transcript.bamdone
parsing /tmp/RtmpRqzkNr/file3c4358dc025e/sample3_realign2transcript.bam...
parsing /tmp/RtmpRqzkNr/file3c4358dc025e/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpRqzkNr/file3c4358dc025e/sample3_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c43581bbbdfdd/config_file_3949400.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Mar 10 23:38:51 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c43581bbbdfdd/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c43581bbbdfdd/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c43581bbbdfdd/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c43581bbbdfdd/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c43581bbbdfdd/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c43581bbbdfdd/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c43581bbbdfdd/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c43581bbbdfdd/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c43581bbbdfdd/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c43581bbbdfdd/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Tue Mar 10 23:38:52 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sampleA_matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sampleA_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample1_matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample2_matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample3_matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: gene_quantification @ Tue Mar 10 23:38:54 2026 ----------------
23:38:54 Tue Mar 10 2026 quantify genes 
Using BAM(s): '/tmp/RtmpRqzkNr/file3c43581bbbdfdd/sampleA_align2genome.bam',
'/tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample1_align2genome.bam',
'/tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample2_align2genome.bam', and
'/tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample3_align2genome.bam'
	Counter({'counted_reads': 89, 'not_enough_coverage': 2})
	Counter({'counted_reads': 92, 'not_enough_coverage': 3})
	Counter({'counted_reads': 168, 'not_enough_coverage': 6, 'unmapped': 2})
parsing /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 21.86gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 365752.56Read/s]
parsing /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 43.18gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1254127.50Read/s]
parsing /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 45.31gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1067470.22Read/s]
parsing /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 34.05gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 775172.62Read/s]
-- Running step: isoform_identification @ Tue Mar 10 23:38:55 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Mar 10 23:38:55 2026 -------------------
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c43581bbbdfdd/fastq, /tmp/RtmpRqzkNr/file3c43581bbbdfdd/fastq/sample1.fq.gz, /tmp/RtmpRqzkNr/file3c43581bbbdfdd/fastq/sample2.fq.gz, /tmp/RtmpRqzkNr/file3c43581bbbdfdd/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sampleA_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample1_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample2_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sampleA_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample1_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample2_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample3_matched_reads_dedup.fastq.gz
	files found
Realigning sample /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sampleA_matched_reads_dedup.fastq.gz -> /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sampleA_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample1_matched_reads_dedup.fastq.gz -> /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample1_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample2_matched_reads_dedup.fastq.gz -> /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample2_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample3_matched_reads_dedup.fastq.gz -> /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample3_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

-- Running step: transcript_quantification @ Tue Mar 10 23:38:57 2026 ----------
[2m2026-03-11T03:38:57.434569Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:38:57.435043Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sampleA_realign2transcript.bam, contains 14 reference sequences.
[2m2026-03-11T03:38:57.435068Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:38:57.435077Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:38:57.435159Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:38:57.435174Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 14 transcripts.
[2m2026-03-11T03:38:57.447142Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2026-03-11T03:38:58.011914Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:38:58.012341Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample1_realign2transcript.bam, contains 14 reference sequences.
[2m2026-03-11T03:38:58.012367Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:38:58.012376Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:38:58.012464Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:38:58.012479Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 14 transcripts.
[2m2026-03-11T03:38:58.571342Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:38:58.571781Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample2_realign2transcript.bam, contains 14 reference sequences.
[2m2026-03-11T03:38:58.571808Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:38:58.571817Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:38:58.571908Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:38:58.571925Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 14 transcripts.
[2m2026-03-11T03:38:59.152910Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:38:59.153458Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c43581bbbdfdd/sample3_realign2transcript.bam, contains 14 reference sequences.
[2m2026-03-11T03:38:59.153483Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:38:59.153491Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:38:59.153581Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:38:59.153596Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 14 transcripts.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c4358367baea6/config_file_3949400.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Mar 10 23:38:59 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c4358367baea6/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c4358367baea6/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c4358367baea6/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c4358367baea6/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c4358367baea6/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c4358367baea6/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c4358367baea6/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c4358367baea6/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c4358367baea6/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c4358367baea6/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Tue Mar 10 23:39:00 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/tmp/RtmpRqzkNr/file3c4358367baea6/sampleA_matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358367baea6/sampleA_align2genome.bam
/tmp/RtmpRqzkNr/file3c4358367baea6/sample1_matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358367baea6/sample1_align2genome.bam
/tmp/RtmpRqzkNr/file3c4358367baea6/sample2_matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358367baea6/sample2_align2genome.bam
/tmp/RtmpRqzkNr/file3c4358367baea6/sample3_matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358367baea6/sample3_align2genome.bam
-- Running step: gene_quantification @ Tue Mar 10 23:39:21 2026 ----------------
23:39:21 Tue Mar 10 2026 quantify genes 
Using BAM(s): '/tmp/RtmpRqzkNr/file3c4358367baea6/sampleA_align2genome.bam',
'/tmp/RtmpRqzkNr/file3c4358367baea6/sample1_align2genome.bam',
'/tmp/RtmpRqzkNr/file3c4358367baea6/sample2_align2genome.bam', and
'/tmp/RtmpRqzkNr/file3c4358367baea6/sample3_align2genome.bam'
parsing /tmp/RtmpRqzkNr/file3c4358367baea6/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 21.78gene_group/s]
/home/biocbuild/bbs-3.23-bioc/R/site-library/FLAMES/python/count_gene.py:705: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`). Consider using `matplotlib.pyplot.close()`.
  plt.figure(figsize=(8, 6))
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 409680.02Read/s]
parsing /tmp/RtmpRqzkNr/file3c4358367baea6/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 42.95gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1286438.47Read/s]
parsing /tmp/RtmpRqzkNr/file3c4358367baea6/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 44.73gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1218282.79Read/s]
parsing /tmp/RtmpRqzkNr/file3c4358367baea6/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 36.51gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 764212.52Read/s]
-- Running step: isoform_identification @ Tue Mar 10 23:39:22 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Mar 10 23:39:22 2026 -------------------
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c4358367baea6/fastq, /tmp/RtmpRqzkNr/file3c4358367baea6/fastq/sample1.fq.gz, /tmp/RtmpRqzkNr/file3c4358367baea6/fastq/sample2.fq.gz, /tmp/RtmpRqzkNr/file3c4358367baea6/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c4358367baea6/sampleA_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c4358367baea6/sample1_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c4358367baea6/sample2_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c4358367baea6/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c4358367baea6/sampleA_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c4358367baea6/sample1_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c4358367baea6/sample2_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c4358367baea6/sample3_matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/tmp/RtmpRqzkNr/file3c4358367baea6/sampleA_matched_reads_dedup.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358367baea6/sampleA_realign2transcript.bam
/tmp/RtmpRqzkNr/file3c4358367baea6/sample1_matched_reads_dedup.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358367baea6/sample1_realign2transcript.bam
/tmp/RtmpRqzkNr/file3c4358367baea6/sample2_matched_reads_dedup.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358367baea6/sample2_realign2transcript.bam
/tmp/RtmpRqzkNr/file3c4358367baea6/sample3_matched_reads_dedup.fastq.gz ->/tmp/RtmpRqzkNr/file3c4358367baea6/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Tue Mar 10 23:39:43 2026 ----------
[2m2026-03-11T03:39:43.728184Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:39:43.728584Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c4358367baea6/sampleA_realign2transcript.bam, contains 14 reference sequences.
[2m2026-03-11T03:39:43.728608Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:39:43.728617Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:39:43.728705Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:39:43.728719Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 14 transcripts.
[2m2026-03-11T03:39:43.740489Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2026-03-11T03:39:44.419415Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:39:44.419936Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c4358367baea6/sample1_realign2transcript.bam, contains 14 reference sequences.
[2m2026-03-11T03:39:44.419961Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:39:44.419970Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:39:44.420061Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:39:44.420076Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 14 transcripts.
[2m2026-03-11T03:39:45.107652Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:39:45.108207Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c4358367baea6/sample2_realign2transcript.bam, contains 14 reference sequences.
[2m2026-03-11T03:39:45.108233Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:39:45.108242Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:39:45.108324Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:39:45.108339Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 14 transcripts.
[2m2026-03-11T03:39:45.691158Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-03-11T03:39:45.691708Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /tmp/RtmpRqzkNr/file3c4358367baea6/sample3_realign2transcript.bam, contains 14 reference sequences.
[2m2026-03-11T03:39:45.691732Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-03-11T03:39:45.691741Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-03-11T03:39:45.691823Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-03-11T03:39:45.691838Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 14 transcripts.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c435822320c23/config_file_3949400.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Mar 10 23:39:46 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435822320c23/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c435822320c23/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c435822320c23/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c435822320c23/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435822320c23/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c435822320c23/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435822320c23/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c435822320c23/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c435822320c23/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c435822320c23/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Tue Mar 10 23:39:47 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /tmp/RtmpRqzkNr/file3c435822320c23/sampleA_matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435822320c23/sampleA_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpRqzkNr/file3c435822320c23/sample1_matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435822320c23/sample1_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpRqzkNr/file3c435822320c23/sample2_matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435822320c23/sample2_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpRqzkNr/file3c435822320c23/sample3_matched_reads.fastq.gz -> /tmp/RtmpRqzkNr/file3c435822320c23/sample3_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: gene_quantification @ Tue Mar 10 23:39:48 2026 ----------------
23:39:48 Tue Mar 10 2026 quantify genes 
Using BAM(s): '/tmp/RtmpRqzkNr/file3c435822320c23/sampleA_align2genome.bam',
'/tmp/RtmpRqzkNr/file3c435822320c23/sample1_align2genome.bam',
'/tmp/RtmpRqzkNr/file3c435822320c23/sample2_align2genome.bam', and
'/tmp/RtmpRqzkNr/file3c435822320c23/sample3_align2genome.bam'
parsing /tmp/RtmpRqzkNr/file3c435822320c23/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 22.74gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 428830.36Read/s]
parsing /tmp/RtmpRqzkNr/file3c435822320c23/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 52.93gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1348824.29Read/s]
parsing /tmp/RtmpRqzkNr/file3c435822320c23/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 47.53gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1135191.08Read/s]
parsing /tmp/RtmpRqzkNr/file3c435822320c23/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 36.57gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 779204.87Read/s]
-- Running step: isoform_identification @ Tue Mar 10 23:39:49 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Mar 10 23:39:50 2026 -------------------
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435822320c23/fastq, /tmp/RtmpRqzkNr/file3c435822320c23/fastq/sample1.fq.gz, /tmp/RtmpRqzkNr/file3c435822320c23/fastq/sample2.fq.gz, /tmp/RtmpRqzkNr/file3c435822320c23/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435822320c23/sampleA_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c435822320c23/sample1_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c435822320c23/sample2_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c435822320c23/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c435822320c23/sampleA_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c435822320c23/sample1_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c435822320c23/sample2_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c435822320c23/sample3_matched_reads_dedup.fastq.gz
	files found
Realigning sample /tmp/RtmpRqzkNr/file3c435822320c23/sampleA_matched_reads_dedup.fastq.gz -> /tmp/RtmpRqzkNr/file3c435822320c23/sampleA_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample /tmp/RtmpRqzkNr/file3c435822320c23/sample1_matched_reads_dedup.fastq.gz -> /tmp/RtmpRqzkNr/file3c435822320c23/sample1_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample /tmp/RtmpRqzkNr/file3c435822320c23/sample2_matched_reads_dedup.fastq.gz -> /tmp/RtmpRqzkNr/file3c435822320c23/sample2_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample /tmp/RtmpRqzkNr/file3c435822320c23/sample3_matched_reads_dedup.fastq.gz -> /tmp/RtmpRqzkNr/file3c435822320c23/sample3_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: transcript_quantification @ Tue Mar 10 23:39:51 2026 ----------
23:39:51 Tue Mar 10 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
	sampleA_realign2transcript.bam
parsing /tmp/RtmpRqzkNr/file3c435822320c23/sampleA_realign2transcript.bam...
parsing /tmp/RtmpRqzkNr/file3c435822320c23/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpRqzkNr/file3c435822320c23/sampleA_realign2transcript.bamdone
parsing /tmp/RtmpRqzkNr/file3c435822320c23/sample1_realign2transcript.bam...
parsing /tmp/RtmpRqzkNr/file3c435822320c23/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpRqzkNr/file3c435822320c23/sample1_realign2transcript.bamdone
parsing /tmp/RtmpRqzkNr/file3c435822320c23/sample2_realign2transcript.bam...
parsing /tmp/RtmpRqzkNr/file3c435822320c23/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpRqzkNr/file3c435822320c23/sample2_realign2transcript.bamdone
parsing /tmp/RtmpRqzkNr/file3c435822320c23/sample3_realign2transcript.bam...
parsing /tmp/RtmpRqzkNr/file3c435822320c23/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpRqzkNr/file3c435822320c23/sample3_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpRqzkNr/file3c43585eacf0b8/config_file_3949400.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Mar 10 23:39:54 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c43585eacf0b8/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c43585eacf0b8/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c43585eacf0b8/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpRqzkNr/file3c43585eacf0b8/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c43585eacf0b8/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c43585eacf0b8/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c43585eacf0b8/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c43585eacf0b8/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpRqzkNr/file3c43585eacf0b8/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpRqzkNr/file3c43585eacf0b8/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Tue Mar 10 23:39:55 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/tmp/RtmpRqzkNr/file3c43585eacf0b8/sampleA_matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c43585eacf0b8/sampleA_align2genome.bam
/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample1_matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample1_align2genome.bam
/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample2_matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample2_align2genome.bam
/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample3_matched_reads.fastq.gz ->/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample3_align2genome.bam
-- Running step: gene_quantification @ Tue Mar 10 23:40:15 2026 ----------------
23:40:15 Tue Mar 10 2026 quantify genes 
Using BAM(s): '/tmp/RtmpRqzkNr/file3c43585eacf0b8/sampleA_align2genome.bam',
'/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample1_align2genome.bam',
'/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample2_align2genome.bam', and
'/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample3_align2genome.bam'
	Counter({'counted_reads': 358})
	Counter({'counted_reads': 91})
	Counter({'counted_reads': 95})
	Counter({'counted_reads': 176})
parsing /tmp/RtmpRqzkNr/file3c43585eacf0b8/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 22.08gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 365880.18Read/s]
parsing /tmp/RtmpRqzkNr/file3c43585eacf0b8/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 42.47gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1225831.19Read/s]
parsing /tmp/RtmpRqzkNr/file3c43585eacf0b8/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 50.26gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1155710.35Read/s]
parsing /tmp/RtmpRqzkNr/file3c43585eacf0b8/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 36.53gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 682888.96Read/s]
-- Running step: isoform_identification @ Tue Mar 10 23:40:16 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Mar 10 23:40:16 2026 -------------------
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c43585eacf0b8/fastq, /tmp/RtmpRqzkNr/file3c43585eacf0b8/fastq/sample1.fq.gz, /tmp/RtmpRqzkNr/file3c43585eacf0b8/fastq/sample2.fq.gz, /tmp/RtmpRqzkNr/file3c43585eacf0b8/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c43585eacf0b8/sampleA_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c43585eacf0b8/sample1_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c43585eacf0b8/sample2_matched_reads.fastq.gz, /tmp/RtmpRqzkNr/file3c43585eacf0b8/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpRqzkNr/file3c43585eacf0b8/sampleA_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c43585eacf0b8/sample1_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c43585eacf0b8/sample2_matched_reads_dedup.fastq.gz, /tmp/RtmpRqzkNr/file3c43585eacf0b8/sample3_matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/tmp/RtmpRqzkNr/file3c43585eacf0b8/sampleA_matched_reads_dedup.fastq.gz ->/tmp/RtmpRqzkNr/file3c43585eacf0b8/sampleA_realign2transcript.bam
/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample1_matched_reads_dedup.fastq.gz ->/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample1_realign2transcript.bam
/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample2_matched_reads_dedup.fastq.gz ->/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample2_realign2transcript.bam
/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample3_matched_reads_dedup.fastq.gz ->/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Tue Mar 10 23:40:36 2026 ----------
23:40:36 Tue Mar 10 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
	sampleA_realign2transcript.bam
parsing /tmp/RtmpRqzkNr/file3c43585eacf0b8/sampleA_realign2transcript.bam...
parsing /tmp/RtmpRqzkNr/file3c43585eacf0b8/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpRqzkNr/file3c43585eacf0b8/sampleA_realign2transcript.bamdone
parsing /tmp/RtmpRqzkNr/file3c43585eacf0b8/sample1_realign2transcript.bam...
parsing /tmp/RtmpRqzkNr/file3c43585eacf0b8/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample1_realign2transcript.bamdone
parsing /tmp/RtmpRqzkNr/file3c43585eacf0b8/sample2_realign2transcript.bam...
parsing /tmp/RtmpRqzkNr/file3c43585eacf0b8/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample2_realign2transcript.bamdone
parsing /tmp/RtmpRqzkNr/file3c43585eacf0b8/sample3_realign2transcript.bam...
parsing /tmp/RtmpRqzkNr/file3c43585eacf0b8/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpRqzkNr/file3c43585eacf0b8/sample3_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
[ FAIL 0 | WARN 182 | SKIP 0 | PASS 59 ]

[ FAIL 0 | WARN 182 | SKIP 0 | PASS 59 ]
	Counter({'counted_reads': 358})
	Counter({'counted_reads': 91})
	Counter({'counted_reads': 95})
	Counter({'counted_reads': 176})
> 
> proc.time()
   user  system elapsed 
757.958  46.633 794.221

Example timings

FLAMES.Rcheck/FLAMES-Ex.timings

name	user	system	elapsed
BulkPipeline	3.843	0.251	3.976
MultiSampleSCPipeline	10.504	0.787	11.750
SingleCellPipeline	2.937	0.115	1.872
add_gene_counts	0.265	0.002	0.267
annotation_to_fasta	0.184	0.003	0.187
blaze	4.958	17.336	12.627
bulk_long_pipeline	2.350	13.241	2.548
combine_sce	0.678	0.074	0.753
config-set	0.163	0.021	0.184
config	0.148	0.021	0.170
controllers-set	0.361	0.041	0.403
controllers	0.224	0.014	0.237
convolution_filter	0.000	0.000	0.001
create_config	0.011	0.001	0.011
create_sce_from_dir	3.704	3.270	3.915
create_se_from_dir	2.598	0.135	2.725
cutadapt	0.099	0.025	0.124
example_pipeline	0.319	0.008	0.327
experiment	2.185	0.091	2.270
filter_annotation	0.044	0.004	0.047
filter_coverage	0.997	0.042	1.038
find_barcode	0.285	0.035	0.326
find_bin	0.006	0.002	0.007
find_variants	22.579	0.256	22.218
get_coverage	1.013	0.027	1.039
index_genome	0.161	0.013	0.172
mutation_positions	1.996	0.001	1.997
plot_coverage	2.791	0.051	2.845
plot_demultiplex	2.609	0.160	2.774
plot_demultiplex_raw	1.635	0.037	1.668
plot_durations	2.394	0.068	2.456
plot_isoform_heatmap	7.166	0.138	7.306
plot_isoform_reduced_dim	25.107	0.163	25.276
plot_isoforms	3.306	0.003	3.308
resume_FLAMES	2.336	0.078	2.408
run_FLAMES	2.214	0.086	2.295
run_step	1.061	0.033	1.092
sc_DTU_analysis	7.657	2.091	7.591
sc_gene_entropy	1.890	0.365	2.161
sc_genotype	3.182	0.500	2.830
sc_impute_transcript	0.594	0.004	0.598
sc_long_multisample_pipeline	8.160	7.993	8.423
sc_long_pipeline	3.154	1.914	2.820
sc_mutations	2.990	0.697	3.113
sc_plot_genotype	11.523	0.983	11.327
show-FLAMESPipeline	0.295	0.024	0.319
steps-set	0.436	0.026	0.463
steps	0.138	0.019	0.158
weight_transcripts	0.024	0.018	0.043