Multiple platform build/check report for BioC 3.24 - CHECK results for FLAMES on kjohnson3

Hostname	OS	Arch (*)	R version	Installed pkgs
nebbiolo2	Linux (Ubuntu 24.04.4 LTS)	x86_64	4.6.0 RC (2026-04-17 r89917) -- "Because it was There"	4898
kjohnson3	macOS 13.7.7 Ventura	arm64	4.6.0 Patched (2026-05-01 r89994) -- "Because it was There"	4617
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 kjohnson3

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: 2.7.0

Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:FLAMES.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings FLAMES_2.7.0.tar.gz

StartedAt: 2026-05-18 21:34:10 -0400 (Mon, 18 May 2026)

EndedAt: 2026-05-18 21:43:27 -0400 (Mon, 18 May 2026)

EllapsedTime: 556.2 seconds

RetCode: 0

Status: OK

CheckDir: FLAMES.Rcheck

Warnings: 0

Command output

##############################################################################
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###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:FLAMES.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings FLAMES_2.7.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.24-bioc/meat/FLAMES.Rcheck’
* using R version 4.6.0 Patched (2026-05-01 r89994)
* using platform: aarch64-apple-darwin23
* R was compiled by
    Apple clang version 17.0.0 (clang-1700.3.19.1)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Tahoe 26.3.1
* using session charset: UTF-8
* current time: 2026-05-19 01:34:11 UTC
* using option ‘--no-vignettes’
* checking for file ‘FLAMES/DESCRIPTION’ ... OK
* this is package ‘FLAMES’ version ‘2.7.0’
* 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 ... OK
* 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 ‘/Users/biocbuild/bbs-3.24-bioc/meat/FLAMES.Rcheck/00install.out’ for details.
* used C++ compiler: ‘Apple clang version 17.0.0 (clang-1700.6.4.2)’
* used SDK: ‘MacOSX26.2.sdk’
* checking C++ specification ... INFO
  specified C++17
* checking installed package size ... INFO
  installed size is 11.1Mb
  sub-directories of 1Mb or more:
    bin    6.0Mb
    data   1.8Mb
    libs   1.6Mb
* 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 dependencies in R code ... NOTE
Namespace in Imports field not imported from: ‘scuttle’
  All declared Imports should be used.
There are ::: calls to the package's namespace in its code. A package
  almost never needs to use ::: for its own objects:
  ‘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’
barcode_group: no visible global function definition for ‘new’
barcode_segment: no visible global function definition for ‘new’
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_diversity: no visible global function definition for ‘as’
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 ‘CB’
plot_demultiplex_raw: no visible binding for global variable ‘UB’
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 ‘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_isoforms: no visible binding for global variable ‘xmin’
plot_isoforms: no visible binding for global variable ‘xmax’
plot_isoforms: no visible binding for global variable ‘ymin’
plot_isoforms: no visible binding for global variable ‘ymax’
plot_isoforms: no visible binding for global variable ‘x’
plot_isoforms: no visible binding for global variable ‘xend’
plot_isoforms: no visible binding for global variable ‘y’
plot_isoforms: no visible binding for global variable ‘yend’
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_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_files’
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:
  CB Count FSM_match FlankEditDist Freq Reads Sample Type UB UMI_count
  adj.p.value allele allele_count as bam_index barcode barcode_rank
  barcodes_file barcodes_files 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 xend xmax xmin y yend ymax ymin
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 ‘/Library/Frameworks/R.framework/Versions/4.6/Resources/library/FLAMES/libs/FLAMES.so’:
  Found ‘___assert_rtn’, possibly from ‘assert’ (C)
  Found ‘___stderrp’, possibly from ‘stderr’ (C)
  Found ‘___stdoutp’, possibly from ‘stdout’ (C)
  Found ‘_abort’, possibly from ‘abort’ (C)
  Found ‘_exit’, possibly from ‘exit’ (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     8.724  0.074   8.810
sc_long_multisample_pipeline 6.698  1.611   6.473
find_variants                6.357  0.325   6.230
sc_plot_genotype             5.363  0.731   5.355
MultiSampleSCPipeline        4.473  0.703   5.917
* 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 running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 4 NOTEs
See
  ‘/Users/biocbuild/bbs-3.24-bioc/meat/FLAMES.Rcheck/00check.log’
for details.

Installation output

FLAMES.Rcheck/00install.out

##############################################################################
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###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL FLAMES
###
##############################################################################
##############################################################################


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.6/Resources/library’
* installing *source* package ‘FLAMES’ ...
** this is package ‘FLAMES’ version ‘2.7.0’
** using non-staged installation via StagedInstall field
** libs
specified C++17
using C++ compiler: ‘Apple clang version 17.0.0 (clang-1700.6.4.2)’
using C++17
using SDK: ‘MacOSX26.2.sdk’
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c RcppExports.cpp -o RcppExports.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c RcppFunctions.cpp -o RcppFunctions.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c classes/BamRecord.cpp -o classes/BamRecord.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c classes/GFFRecord.cpp -o classes/GFFRecord.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c classes/GeneAnnotationParser.cpp -o classes/GeneAnnotationParser.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c classes/Isoforms.cpp -o classes/Isoforms.o
classes/Isoforms.cpp:725:22: warning: comparisons like 'X<=Y<=Z' don't have their mathematical meaning [-Wparentheses]
  725 |                                 } else if (0 < i < raw_iso_key.size() - 1) { // a site from the middle somewhere
      |                                                  ^
1 warning generated.
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c classes/junctions.cpp -o classes/junctions.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c main-functions/find_isoform.cpp -o main-functions/find_isoform.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c main-functions/flexiplex.cpp -o main-functions/flexiplex.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c main-functions/get_transcript_seq.cpp -o main-functions/get_transcript_seq.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c main-functions/group_bam2isoform.cpp -o main-functions/group_bam2isoform.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c main-functions/pileup_readid.cpp -o main-functions/pileup_readid.o
main-functions/pileup_readid.cpp:86:16: warning: unused variable 'end' [-Wunused-variable]
   86 |   unsigned int end;
      |                ^~~
1 warning generated.
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c tests/test-junctions.cpp -o tests/test-junctions.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c tests/test-parsing.cpp -o tests/test-parsing.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c utility/cigars.cpp -o utility/cigars.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c utility/edlib-1.2.7/edlib.cpp -o utility/edlib-1.2.7/edlib.o
clang -arch arm64 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/testthat/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c utility/bam.c -o utility/bam.o
clang++ -arch arm64 -std=gnu++17 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/arm64/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 /Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rhtslib/usrlib/libhts.a -lcurl -lbz2 -llzma -lz -F/Library/Frameworks/R.framework/.. -framework R
ld: warning: ignoring duplicate libraries: '-lz'
if test -e "/usr/bin/strip" & test -e "/bin/uname" & [[ `uname` == "Linux" ]] ; then /usr/bin/strip --strip-debug FLAMES.so; fi
Building for ARM64
(cd submodule/minimap2 && make -f Makefile CFLAGS="-falign-functions=64 -Wall -g -O2  -Wno-unused-result" arm_neon=1 aarch64=1 minimap2)
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon main.c -o main.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon kthread.c -o kthread.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon kalloc.c -o kalloc.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon misc.c -o misc.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon bseq.c -o bseq.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon sketch.c -o sketch.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon sdust.c -o sdust.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon options.c -o options.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon index.c -o index.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon lchain.c -o lchain.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon align.c -o align.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon hit.c -o hit.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon seed.c -o seed.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon jump.c -o jump.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon map.c -o map.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon format.c -o format.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon pe.c -o pe.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon esterr.c -o esterr.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon splitidx.c -o splitidx.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  -Isse2neon ksw2_ll_sse.c -o ksw2_ll_sse.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC -DKSW_SSE2_ONLY -D__SSE2__  -Isse2neon ksw2_extz2_sse.c -o ksw2_extz2_neon.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC -DKSW_SSE2_ONLY -D__SSE2__  -Isse2neon ksw2_extd2_sse.c -o ksw2_extd2_neon.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC -DKSW_SSE2_ONLY -D__SSE2__  -Isse2neon ksw2_exts2_sse.c -o ksw2_exts2_neon.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_neon.o ksw2_extd2_neon.o ksw2_exts2_neon.o
cc -falign-functions=64 -Wall -g -O2  -Wno-unused-result main.o -o minimap2 -L. -lminimap2 -lm -lz -lpthread
echo "Installing binary to /Users/biocbuild/bbs-3.24-bioc/meat/FLAMES/src/../inst/bin"
Installing binary to /Users/biocbuild/bbs-3.24-bioc/meat/FLAMES/src/../inst/bin
mkdir -p ../inst/bin
cp submodule/minimap2/minimap2 ../inst/bin/
Building oarfish with cargo
mkdir -p ../inst/bin
mkdir cargo_temp
(cargo install oarfish --root cargo_temp --bin oarfish --vers 0.8.0)
    Updating crates.io index
  Installing oarfish v0.8.0
    Updating crates.io index
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      Adding typed-builder v0.21.2 (available: v0.23.2)
      Adding wasip2 v1.0.3+wasi-0.2.9 (requires Rust 1.87.0)
      Adding wasip3 v0.4.0+wasi-0.3.0-rc-2026-01-06 (requires Rust 1.87.0)
      Adding wit-bindgen v0.51.0 (requires Rust 1.87.0)
      Adding wit-bindgen-core v0.51.0 (requires Rust 1.87.0)
      Adding wit-bindgen-rust v0.51.0 (requires Rust 1.87.0)
   Compiling libc v0.2.186
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   Compiling oarfish v0.8.0
    Finished `release` profile [optimized] target(s) in 29.40s
  Installing cargo_temp/bin/oarfish
   Installed package `oarfish v0.8.0` (executable `oarfish`)
warning: be sure to add `cargo_temp/bin` to your PATH to be able to run the installed binaries
cp cargo_temp/bin/oarfish ../inst/bin/
cargo uninstall oarfish --root cargo_temp
    Removing cargo_temp/bin/oarfish
rm -rf cargo_temp
installing to /Library/Frameworks/R.framework/Versions/4.6/Resources/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 version 4.6.0 Patched (2026-05-01 r89994) -- "Because it was There"
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin23

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> # 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")
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5fcaaacf/config_file_13493.json
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5fcaaacf/config_file_13493.json
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5fcaaacf/config_file_13493.json
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b552463704/config_file_13493.json
Converting legacy `pattern` argument to `segments`...
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b528407196/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /Library/Frameworks/R.framework/Versions/4.6/Resources/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 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...
Converting legacy `pattern` argument to `segments`...
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5c2b4cc0/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /Library/Frameworks/R.framework/Versions/4.6/Resources/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 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...
Converting legacy `pattern` argument to `segments`...
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5c2b4cc0/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56e408856/musc_rps24_1.fastq
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56e408856/musc_rps24_2.fastq
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56e408856/musc_rps24_3.fastq
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56e408856/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 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...
Converting legacy `pattern` argument to `segments`...
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b569b1b606/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /Library/Frameworks/R.framework/Versions/4.6/Resources/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 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...
2 transcripts found in the BAM file.
1(50%) transcripts failed the filter.
Failed transcripts account for 100 reads, out of 200(50%) reads in total.
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556554e06/config_file_13493.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 @ Mon May 18 21:37:55 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556554e06/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556554e06/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556554e06/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: isoform_identification @ Mon May 18 21:37:56 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

  |                                                                            
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  |===============================================                       |  67%
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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 @ Mon May 18 21:38:04 2026 -------------------
Realigning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556554e06/sample1_realign2transcript.bam
Skipped sorting BAM files.

Realigning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556554e06/sample2_realign2transcript.bam
Skipped sorting BAM files.

Realigning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556554e06/sample3_realign2transcript.bam
Skipped sorting BAM files.

-- Running step: transcript_quantification @ Mon May 18 21:38:05 2026 ----------
[2m2026-05-19T01:38:05.073601Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:38:05.073841Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556554e06/sample1_realign2transcript.bam, contains 5 reference sequences.
[2m2026-05-19T01:38:05.073856Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:38:05.073870Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:38:05.073913Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:38:05.073919Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-05-19T01:38:05.076005Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 1 unmapped read records.
[2m2026-05-19T01:38:05.076102Z[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                   │ 686   │
│ aligned fraction too low        │ 16    │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 4     │
│ reads with valid best alignment │ 283   │
╰─────────────────────────────────┴───────╯

[2m2026-05-19T01:38:05.076132Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 364
[2m2026-05-19T01:38:05.076139Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 283
[2m2026-05-19T01:38:05.076142Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 235
[2m2026-05-19T01:38:05.077578Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2026-05-19T01:38:05.092800Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:38:05.092987Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556554e06/sample2_realign2transcript.bam, contains 5 reference sequences.
[2m2026-05-19T01:38:05.092996Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:38:05.093010Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:38:05.093050Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:38:05.093056Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-05-19T01:38:05.095159Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 1 unmapped read records.
[2m2026-05-19T01:38:05.095236Z[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                   │ 695   │
│ aligned fraction too low        │ 14    │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 7     │
│ reads with valid best alignment │ 285   │
╰─────────────────────────────────┴───────╯

[2m2026-05-19T01:38:05.095270Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 369
[2m2026-05-19T01:38:05.095275Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 285
[2m2026-05-19T01:38:05.095278Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 235
[2m2026-05-19T01:38:05.096631Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2026-05-19T01:38:05.111898Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:38:05.112108Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556554e06/sample3_realign2transcript.bam, contains 5 reference sequences.
[2m2026-05-19T01:38:05.112122Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:38:05.112136Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:38:05.112176Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:38:05.112181Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-05-19T01:38:05.114234Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 2 unmapped read records.
[2m2026-05-19T01:38:05.114326Z[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                   │ 696   │
│ aligned fraction too low        │ 14    │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 5     │
│ reads with valid best alignment │ 284   │
╰─────────────────────────────────┴───────╯

[2m2026-05-19T01:38:05.114353Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 362
[2m2026-05-19T01:38:05.114359Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 284
[2m2026-05-19T01:38:05.114362Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 237
[2m2026-05-19T01:38:05.115699Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b523397848/config_file_13493.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 @ Mon May 18 21:38:05 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b523397848/sample1_align2genome.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b523397848/sample2_align2genome.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b523397848/sample3_align2genome.bam
-- Running step: isoform_identification @ Mon May 18 21:38:14 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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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 @ Mon May 18 21:38:20 2026 -------------------
Realignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b523397848/sample1_realign2transcript.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b523397848/sample2_realign2transcript.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b523397848/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Mon May 18 21:38:29 2026 ----------
[2m2026-05-19T01:38:29.742013Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:38:29.742297Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b523397848/sample1_realign2transcript.bam, contains 5 reference sequences.
[2m2026-05-19T01:38:29.742362Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:38:29.742416Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:38:29.742527Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:38:29.742587Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-05-19T01:38:29.746753Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 2 unmapped read records.
[2m2026-05-19T01:38:29.746919Z[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                   │ 702   │
│ aligned fraction too low        │ 13    │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 5     │
│ reads with valid best alignment │ 285   │
╰─────────────────────────────────┴───────╯

[2m2026-05-19T01:38:29.747012Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 364
[2m2026-05-19T01:38:29.747032Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 285
[2m2026-05-19T01:38:29.747048Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 238
[2m2026-05-19T01:38:29.752558Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2026-05-19T01:38:29.772981Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:38:29.773388Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b523397848/sample2_realign2transcript.bam, contains 5 reference sequences.
[2m2026-05-19T01:38:29.773409Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:38:29.773428Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:38:29.773483Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:38:29.773496Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-05-19T01:38:29.776345Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 2 unmapped read records.
[2m2026-05-19T01:38:29.776507Z[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                   │ 687   │
│ aligned fraction too low        │ 16    │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 6     │
│ reads with valid best alignment │ 282   │
╰─────────────────────────────────┴───────╯

[2m2026-05-19T01:38:29.776558Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 355
[2m2026-05-19T01:38:29.776579Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 282
[2m2026-05-19T01:38:29.776594Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 240
[2m2026-05-19T01:38:29.781547Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2026-05-19T01:38:29.801975Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:38:29.802252Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b523397848/sample3_realign2transcript.bam, contains 5 reference sequences.
[2m2026-05-19T01:38:29.802270Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:38:29.802291Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:38:29.802344Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:38:29.802355Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-05-19T01:38:29.805971Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 2 unmapped read records.
[2m2026-05-19T01:38:29.806052Z[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                   │ 688   │
│ aligned fraction too low        │ 15    │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 7     │
│ reads with valid best alignment │ 283   │
╰─────────────────────────────────┴───────╯

[2m2026-05-19T01:38:29.806079Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 354
[2m2026-05-19T01:38:29.806091Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 283
[2m2026-05-19T01:38:29.806099Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 240
[2m2026-05-19T01:38:29.810966Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56d500bd7/config_file_13493.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 @ Mon May 18 21:38:29 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56d500bd7/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56d500bd7/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56d500bd7/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: isoform_identification @ Mon May 18 21:38:30 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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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 @ Mon May 18 21:38:37 2026 -------------------
Realigning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56d500bd7/sample1_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56d500bd7/sample2_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56d500bd7/sample3_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: transcript_quantification @ Mon May 18 21:38:37 2026 ----------
21:38:37 Mon May 18 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)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54a8d6ca0/config_file_13493.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 @ Mon May 18 21:38:39 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54a8d6ca0/sample1_align2genome.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54a8d6ca0/sample2_align2genome.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54a8d6ca0/sample3_align2genome.bam
-- Running step: isoform_identification @ Mon May 18 21:38:47 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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

Detected 5 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 @ Mon May 18 21:38:53 2026 -------------------
Realignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54a8d6ca0/sample1_realign2transcript.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54a8d6ca0/sample2_realign2transcript.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54a8d6ca0/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Mon May 18 21:39:02 2026 ----------
21:39:02 Mon May 18 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
Inputs:  ['/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56d500bd7/sample3_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56d500bd7/sample2_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56d500bd7/sample1_realign2transcript.bam'] /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56d500bd7/transcript_assembly.fa.fai 5 0.4 0.4
	Counter({'counted_reads': 866, 'not_enough_coverage': 30, 'unmapped': 4})
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b0dfb03/config_file_13493.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 @ Mon May 18 21:39:02 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b0dfb03/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b0dfb03/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b0dfb03/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: isoform_identification @ Mon May 18 21:39:03 2026 -------------
Inputs:  ['/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54a8d6ca0/sample3_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54a8d6ca0/sample2_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54a8d6ca0/sample1_realign2transcript.bam'] /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54a8d6ca0/transcript_assembly.fa.fai 5 0.4 0.4
	Counter({'counted_reads': 863, 'not_enough_coverage': 32, 'unmapped': 5})
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Mon May 18 21:39:03 2026 -------------------
Realigning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b0dfb03/sample1_realign2transcript.bam
Skipped sorting BAM files.

Realigning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b0dfb03/sample2_realign2transcript.bam
Skipped sorting BAM files.

Realigning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b0dfb03/sample3_realign2transcript.bam
Skipped sorting BAM files.

-- Running step: transcript_quantification @ Mon May 18 21:39:04 2026 ----------
[2m2026-05-19T01:39:04.775814Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:39:04.776086Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b0dfb03/sample1_realign2transcript.bam, contains 17 reference sequences.
[2m2026-05-19T01:39:04.776102Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:39:04.776115Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:39:04.776179Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:39:04.776188Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 17 transcripts.
[2m2026-05-19T01:39:04.781739Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2026-05-19T01:39:04.781831Z[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                   │ 3436  │
│ aligned fraction too low        │ 7     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 293   │
╰─────────────────────────────────┴───────╯

[2m2026-05-19T01:39:04.781857Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 513
[2m2026-05-19T01:39:04.781862Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 293
[2m2026-05-19T01:39:04.781865Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 198
[2m2026-05-19T01:39:04.783402Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2026-05-19T01:39:04.800192Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:39:04.800569Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b0dfb03/sample2_realign2transcript.bam, contains 17 reference sequences.
[2m2026-05-19T01:39:04.800584Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:39:04.800597Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:39:04.800662Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:39:04.800671Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 17 transcripts.
[2m2026-05-19T01:39:04.806491Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2026-05-19T01:39:04.806585Z[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                   │ 3402  │
│ aligned fraction too low        │ 8     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 292   │
╰─────────────────────────────────┴───────╯

[2m2026-05-19T01:39:04.806613Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 525
[2m2026-05-19T01:39:04.806619Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 292
[2m2026-05-19T01:39:04.806622Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 190
[2m2026-05-19T01:39:04.808115Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2026-05-19T01:39:04.825597Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:39:04.825880Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b0dfb03/sample3_realign2transcript.bam, contains 17 reference sequences.
[2m2026-05-19T01:39:04.825912Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:39:04.825953Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:39:04.826029Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:39:04.826038Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 17 transcripts.
[2m2026-05-19T01:39:04.831510Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2026-05-19T01:39:04.831588Z[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                   │ 3342  │
│ aligned fraction too low        │ 10    │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 290   │
╰─────────────────────────────────┴───────╯

[2m2026-05-19T01:39:04.831609Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 517
[2m2026-05-19T01:39:04.831613Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 290
[2m2026-05-19T01:39:04.831616Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 192
[2m2026-05-19T01:39:04.832952Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52bc33667/config_file_13493.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 @ Mon May 18 21:39:05 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52bc33667/sample1_align2genome.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52bc33667/sample2_align2genome.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52bc33667/sample3_align2genome.bam
-- Running step: isoform_identification @ Mon May 18 21:39:13 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Mon May 18 21:39:13 2026 -------------------
Realignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52bc33667/sample1_realign2transcript.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52bc33667/sample2_realign2transcript.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52bc33667/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Mon May 18 21:39:22 2026 ----------
[2m2026-05-19T01:39:22.458999Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:39:22.459375Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52bc33667/sample1_realign2transcript.bam, contains 15 reference sequences.
[2m2026-05-19T01:39:22.459385Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:39:22.459398Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:39:22.459456Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:39:22.459464Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 15 transcripts.
[2m2026-05-19T01:39:22.464927Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2026-05-19T01:39:22.465050Z[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                   │ 3045  │
│ aligned fraction too low        │ 7     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 293   │
╰─────────────────────────────────┴───────╯

[2m2026-05-19T01:39:22.465074Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 495
[2m2026-05-19T01:39:22.465080Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 293
[2m2026-05-19T01:39:22.465083Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 208
[2m2026-05-19T01:39:22.466488Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2026-05-19T01:39:22.482577Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:39:22.482835Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52bc33667/sample2_realign2transcript.bam, contains 15 reference sequences.
[2m2026-05-19T01:39:22.482847Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:39:22.482859Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:39:22.482923Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:39:22.482931Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 15 transcripts.
[2m2026-05-19T01:39:22.488225Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2026-05-19T01:39:22.488306Z[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                   │ 2896  │
│ aligned fraction too low        │ 10    │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 290   │
╰─────────────────────────────────┴───────╯

[2m2026-05-19T01:39:22.488340Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 511
[2m2026-05-19T01:39:22.488346Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 290
[2m2026-05-19T01:39:22.488349Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 198
[2m2026-05-19T01:39:22.489710Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2026-05-19T01:39:22.505822Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:39:22.506115Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52bc33667/sample3_realign2transcript.bam, contains 15 reference sequences.
[2m2026-05-19T01:39:22.506133Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:39:22.506146Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:39:22.506208Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:39:22.506217Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 15 transcripts.
[2m2026-05-19T01:39:22.511763Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2026-05-19T01:39:22.511859Z[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                   │ 2880  │
│ aligned fraction too low        │ 9     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 291   │
╰─────────────────────────────────┴───────╯

[2m2026-05-19T01:39:22.511890Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 496
[2m2026-05-19T01:39:22.511899Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 291
[2m2026-05-19T01:39:22.511902Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 206
[2m2026-05-19T01:39:22.513417Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b51a748925/config_file_13493.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 @ Mon May 18 21:39:22 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b51a748925/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b51a748925/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b51a748925/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: isoform_identification @ Mon May 18 21:39:23 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Mon May 18 21:39:23 2026 -------------------
Realigning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b51a748925/sample1_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b51a748925/sample2_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b51a748925/sample3_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: transcript_quantification @ Mon May 18 21:39:24 2026 ----------
21:39:24 Mon May 18 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)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57c9847a0/config_file_13493.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 @ Mon May 18 21:39:24 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57c9847a0/sample1_align2genome.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57c9847a0/sample2_align2genome.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57c9847a0/sample3_align2genome.bam
-- Running step: isoform_identification @ Mon May 18 21:39:33 2026 -------------
Inputs:  ['/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b51a748925/sample3_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b51a748925/sample2_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b51a748925/sample1_realign2transcript.bam'] /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b51a748925/transcript_assembly.fa.fai 5 0.4 0.4
	Counter({'counted_reads': 895, 'not_enough_coverage': 5})
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Mon May 18 21:39:33 2026 -------------------
Realignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57c9847a0/sample1_realign2transcript.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57c9847a0/sample2_realign2transcript.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57c9847a0/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Mon May 18 21:39:41 2026 ----------
21:39:41 Mon May 18 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)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b511e14503/config_file_13493.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 @ Mon May 18 21:39:42 2026 ----------------
Using flexiplex for barcode demultiplexing.
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b511e14503/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 8
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /Library/Frameworks/R.framework/Versions/4.6/Resources/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 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 @ Mon May 18 21:39:42 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b511e14503/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b511e14503/align2genome.bam
Sorting BAM files by genome coordinates with 8 threads...

Indexing bam files
-- Running step: gene_quantification @ Mon May 18 21:39:42 2026 ----------------
21:39:42 Mon May 18 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b511e14503/align2genome.bam'
Inputs:  ['/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57c9847a0/sample3_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57c9847a0/sample2_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57c9847a0/sample1_realign2transcript.bam'] /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57c9847a0/transcript_assembly.fa.fai 5 0.4 0.4
	Counter({'counted_reads': 895, 'not_enough_coverage': 5})
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  1.47gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  1.46gene_group/s]
2026-05-18 21:39:43.924 R[13493:6169802] +[NSXPCSharedListener endpointForReply:withListenerName:replyErrorCode:]: an error occurred while attempting to obtain endpoint for listener 'ClientCallsAuxiliary': Connection interrupted
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 946710.00Read/s]
-- Running step: isoform_identification @ Mon May 18 21:39:44 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 @ Mon May 18 21:39:46 2026 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.6/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b511e14503/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b511e14503/matched_reads_dedup.fastq.gz
	files found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b511e14503/matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b511e14503/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 @ Mon May 18 21:39:47 2026 ----------
[2m2026-05-19T01:39:47.098637Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:39:47.098949Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b511e14503/realign2transcript.bam, contains 5 reference sequences.
[2m2026-05-19T01:39:47.098965Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:39:47.098980Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:39:47.099033Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:39:47.099043Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-05-19T01:39:47.103609Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b53eb9cb2c/config_file_13493.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 @ Mon May 18 21:39:47 2026 ----------------
Using flexiplex for barcode demultiplexing.
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b53eb9cb2c/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 8
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /Library/Frameworks/R.framework/Versions/4.6/Resources/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 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 @ Mon May 18 21:39:47 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b53eb9cb2c/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b53eb9cb2c/align2genome.bam
-- Running step: gene_quantification @ Mon May 18 21:39:55 2026 ----------------
21:39:55 Mon May 18 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b53eb9cb2c/align2genome.bam'
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  1.45gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  1.45gene_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, 917068.39Read/s]
-- Running step: isoform_identification @ Mon May 18 21:39:55 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 @ Mon May 18 21:39:59 2026 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.6/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b53eb9cb2c/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b53eb9cb2c/matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b53eb9cb2c/matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b53eb9cb2c/realign2transcript.bam
-- Running step: transcript_quantification @ Mon May 18 21:40:06 2026 ----------
[2m2026-05-19T01:40:06.867992Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:40:06.868246Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b53eb9cb2c/realign2transcript.bam, contains 5 reference sequences.
[2m2026-05-19T01:40:06.868265Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:40:06.868279Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:40:06.868336Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:40:06.868344Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2026-05-19T01:40:06.870764Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556b84796/config_file_13493.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 @ Mon May 18 21:40:07 2026 ----------------
Using flexiplex for barcode demultiplexing.
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556b84796/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 8
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /Library/Frameworks/R.framework/Versions/4.6/Resources/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 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 @ Mon May 18 21:40:07 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556b84796/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556b84796/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: gene_quantification @ Mon May 18 21:40:07 2026 ----------------
21:40:07 Mon May 18 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556b84796/align2genome.bam'
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  1.46gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  1.45gene_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, 995704.11Read/s]
-- Running step: isoform_identification @ Mon May 18 21:40:08 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 @ Mon May 18 21:40:11 2026 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.6/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556b84796/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556b84796/matched_reads_dedup.fastq.gz
	files found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556b84796/matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b556b84796/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 @ Mon May 18 21:40:11 2026 ----------
21:40:11 Mon May 18 2026 quantify transcripts 
Found realignment file(s): 	realign2transcript.bam
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54bc17ecd/config_file_13493.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 @ Mon May 18 21:40:11 2026 ----------------
Using flexiplex for barcode demultiplexing.
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54bc17ecd/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 8
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /Library/Frameworks/R.framework/Versions/4.6/Resources/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 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 @ Mon May 18 21:40:11 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54bc17ecd/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54bc17ecd/align2genome.bam
-- Running step: gene_quantification @ Mon May 18 21:40:19 2026 ----------------
21:40:19 Mon May 18 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54bc17ecd/align2genome.bam'
	Counter({'counted_reads': 347, 'not_enough_coverage': 9, 'unmapped': 2})
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  1.49gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  1.49gene_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, 933561.25Read/s]
-- Running step: isoform_identification @ Mon May 18 21:40:20 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 @ Mon May 18 21:40:23 2026 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.6/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54bc17ecd/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54bc17ecd/matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54bc17ecd/matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b54bc17ecd/realign2transcript.bam
-- Running step: transcript_quantification @ Mon May 18 21:40:31 2026 ----------
21:40:31 Mon May 18 2026 quantify transcripts 
Found realignment file(s): 	realign2transcript.bam
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57b6cc410/config_file_13493.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 @ Mon May 18 21:40:31 2026 ----------------
Using flexiplex for barcode demultiplexing.
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57b6cc410/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 8
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /Library/Frameworks/R.framework/Versions/4.6/Resources/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 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 @ Mon May 18 21:40:31 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57b6cc410/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57b6cc410/align2genome.bam
Sorting BAM files by genome coordinates with 8 threads...

Indexing bam files
-- Running step: gene_quantification @ Mon May 18 21:40:31 2026 ----------------
21:40:31 Mon May 18 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57b6cc410/align2genome.bam'
	Counter({'counted_reads': 347, 'not_enough_coverage': 9, 'unmapped': 2})
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  1.39gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  1.39gene_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, 870476.51Read/s]
-- Running step: isoform_identification @ Mon May 18 21:40:32 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Mon May 18 21:40:32 2026 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.6/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57b6cc410/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57b6cc410/matched_reads_dedup.fastq.gz
	files found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57b6cc410/matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57b6cc410/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 @ Mon May 18 21:40:33 2026 ----------
[2m2026-05-19T01:40:33.160398Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:40:33.160808Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b57b6cc410/realign2transcript.bam, contains 10 reference sequences.
[2m2026-05-19T01:40:33.160883Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:40:33.160924Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:40:33.160998Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:40:33.161012Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2026-05-19T01:40:33.165076Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56e6f4b4d/config_file_13493.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 @ Mon May 18 21:40:33 2026 ----------------
Using flexiplex for barcode demultiplexing.
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56e6f4b4d/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 8
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /Library/Frameworks/R.framework/Versions/4.6/Resources/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 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 @ Mon May 18 21:40:33 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56e6f4b4d/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56e6f4b4d/align2genome.bam
-- Running step: gene_quantification @ Mon May 18 21:40:41 2026 ----------------
21:40:41 Mon May 18 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56e6f4b4d/align2genome.bam'
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  1.50gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  1.50gene_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, 969019.50Read/s]
-- Running step: isoform_identification @ Mon May 18 21:40:42 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Mon May 18 21:40:42 2026 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.6/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56e6f4b4d/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56e6f4b4d/matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56e6f4b4d/matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56e6f4b4d/realign2transcript.bam
-- Running step: transcript_quantification @ Mon May 18 21:40:49 2026 ----------
[2m2026-05-19T01:40:49.856447Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:40:49.856740Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56e6f4b4d/realign2transcript.bam, contains 10 reference sequences.
[2m2026-05-19T01:40:49.856779Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:40:49.856800Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:40:49.856867Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:40:49.856879Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2026-05-19T01:40:49.861466Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b573bfd8d1/config_file_13493.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 @ Mon May 18 21:40:50 2026 ----------------
Using flexiplex for barcode demultiplexing.
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b573bfd8d1/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 8
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /Library/Frameworks/R.framework/Versions/4.6/Resources/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 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 @ Mon May 18 21:40:50 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b573bfd8d1/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b573bfd8d1/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: gene_quantification @ Mon May 18 21:40:50 2026 ----------------
21:40:50 Mon May 18 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b573bfd8d1/align2genome.bam'
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  1.40gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  1.40gene_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, 1047319.22Read/s]
-- Running step: isoform_identification @ Mon May 18 21:40:51 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Mon May 18 21:40:51 2026 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.6/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b573bfd8d1/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b573bfd8d1/matched_reads_dedup.fastq.gz
	files found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b573bfd8d1/matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b573bfd8d1/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 @ Mon May 18 21:40:51 2026 ----------
21:40:51 Mon May 18 2026 quantify transcripts 
Found realignment file(s): 	realign2transcript.bam
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b520f43f72/config_file_13493.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 @ Mon May 18 21:40:52 2026 ----------------
Using flexiplex for barcode demultiplexing.
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b520f43f72/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 8
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /Library/Frameworks/R.framework/Versions/4.6/Resources/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 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 @ Mon May 18 21:40:52 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b520f43f72/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b520f43f72/align2genome.bam
-- Running step: gene_quantification @ Mon May 18 21:40:59 2026 ----------------
21:40:59 Mon May 18 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b520f43f72/align2genome.bam'
	Counter({'counted_reads': 358})
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  1.49gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  1.49gene_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, 786864.78Read/s]
-- Running step: isoform_identification @ Mon May 18 21:41:00 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Mon May 18 21:41:00 2026 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.6/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b520f43f72/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b520f43f72/matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b520f43f72/matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b520f43f72/realign2transcript.bam
-- Running step: transcript_quantification @ Mon May 18 21:41:08 2026 ----------
21:41:08 Mon May 18 2026 quantify transcripts 
Found realignment file(s): 	realign2transcript.bam
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/config_file_13493.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 @ Mon May 18 21:41:08 2026 ----------------
Using flexiplex for barcode demultiplexing.
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 993
Number of reads where at least one barcode was found: 927
Number of chimera reads: 3
All done!
Reads	Barcodes
26	1
23	3
22	1
21	3
20	1
19	1
18	1
16	2
15	1
14	2
13	3
12	5
11	2
10	6
9	9
8	3
7	6
6	11
5	8
4	8
3	39
2	19
1	2
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 300
Number of reads where at least one barcode was found: 280
Number of chimera reads: 1
All done!
Reads	Barcodes
9	1
8	1
7	5
6	2
5	7
4	5
3	19
2	27
1	53
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 300
Number of reads where at least one barcode was found: 279
Number of chimera reads: 1
All done!
Reads	Barcodes
9	1
7	5
6	4
5	1
4	15
3	12
2	23
1	65
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/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 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 @ Mon May 18 21:41:09 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sampleA_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sampleA_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample1_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample2_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample3_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: gene_quantification @ Mon May 18 21:41:11 2026 ----------------
21:41:11 Mon May 18 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample3_align2genome.bam'
	Counter({'counted_reads': 358})
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 43.72gene_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, 388375.87Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 89.04gene_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, 1437587.06Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 91.85gene_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, 1517695.76Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 76.98gene_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, 1165991.33Read/s]
-- Running step: isoform_identification @ Mon May 18 21:41:11 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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  |                                                                            
  |==================                                                    |  25%
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Detected 7 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)
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Mon May 18 21:41:18 2026 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample3_matched_reads_dedup.fastq.gz
	files found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sampleA_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sampleA_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample1_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample1_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample2_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample2_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample3_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample3_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

-- Running step: transcript_quantification @ Mon May 18 21:41:19 2026 ----------
[2m2026-05-19T01:41:19.938872Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:41:19.939116Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sampleA_realign2transcript.bam, contains 6 reference sequences.
[2m2026-05-19T01:41:19.939128Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:41:19.939141Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:41:19.939196Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:41:19.939203Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 6 transcripts.
[2m2026-05-19T01:41:19.944529Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2026-05-19T01:41:20.048240Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:41:20.048473Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample1_realign2transcript.bam, contains 6 reference sequences.
[2m2026-05-19T01:41:20.048486Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:41:20.048504Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:41:20.048555Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:41:20.048563Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 6 transcripts.
[2m2026-05-19T01:41:20.051015Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2026-05-19T01:41:20.154249Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:41:20.154519Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample2_realign2transcript.bam, contains 6 reference sequences.
[2m2026-05-19T01:41:20.154536Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:41:20.154552Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:41:20.154602Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:41:20.154614Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 6 transcripts.
[2m2026-05-19T01:41:20.157365Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2026-05-19T01:41:20.264675Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:41:20.264931Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b545d3c8b4/sample3_realign2transcript.bam, contains 6 reference sequences.
[2m2026-05-19T01:41:20.264954Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:41:20.264976Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:41:20.265032Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:41:20.265042Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 6 transcripts.
[2m2026-05-19T01:41:20.266977Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/config_file_13493.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 @ Mon May 18 21:41:20 2026 ----------------
Using flexiplex for barcode demultiplexing.
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 993
Number of reads where at least one barcode was found: 930
Number of chimera reads: 3
All done!
Reads	Barcodes
28	1
25	1
23	3
22	1
21	1
19	2
18	1
17	1
16	2
15	2
14	2
13	4
12	2
11	5
10	4
9	7
8	7
7	2
6	11
5	12
4	7
3	37
2	20
1	2
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 300
Number of reads where at least one barcode was found: 284
Number of chimera reads: 1
All done!
Reads	Barcodes
10	1
9	1
8	3
7	2
6	4
5	7
4	6
3	15
2	21
1	60
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 300
Number of reads where at least one barcode was found: 278
Number of chimera reads: 1
All done!
Reads	Barcodes
8	2
7	3
6	1
5	6
4	9
3	19
2	29
1	56
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/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 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 @ Mon May 18 21:41:21 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sampleA_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sampleA_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample1_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample1_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample2_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample2_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample3_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample3_align2genome.bam
-- Running step: gene_quantification @ Mon May 18 21:41:30 2026 ----------------
21:41:30 Mon May 18 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample3_align2genome.bam'
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 47.22gene_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, 314189.49Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 91.23gene_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, 1283446.76Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 89.94gene_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, 1335425.37Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 75.22gene_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, 1030440.25Read/s]
-- Running step: isoform_identification @ Mon May 18 21:41:30 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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  |==================                                                    |  25%
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Detected 8 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)
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Mon May 18 21:41:38 2026 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample3_matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sampleA_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sampleA_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample1_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample1_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample2_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample2_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample3_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Mon May 18 21:41:46 2026 ----------
[2m2026-05-19T01:41:46.665553Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:41:46.665788Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sampleA_realign2transcript.bam, contains 6 reference sequences.
[2m2026-05-19T01:41:46.665813Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:41:46.665830Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:41:46.665881Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:41:46.665890Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 6 transcripts.
[2m2026-05-19T01:41:46.671369Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2026-05-19T01:41:46.798568Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:41:46.798824Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample1_realign2transcript.bam, contains 6 reference sequences.
[2m2026-05-19T01:41:46.798850Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:41:46.798871Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:41:46.798927Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:41:46.798937Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 6 transcripts.
[2m2026-05-19T01:41:46.801587Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2026-05-19T01:41:46.940940Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:41:46.941209Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample2_realign2transcript.bam, contains 6 reference sequences.
[2m2026-05-19T01:41:46.941231Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:41:46.941250Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:41:46.941306Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:41:46.941319Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 6 transcripts.
[2m2026-05-19T01:41:46.944065Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2026-05-19T01:41:47.057810Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:41:47.058052Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52e843724/sample3_realign2transcript.bam, contains 6 reference sequences.
[2m2026-05-19T01:41:47.058077Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:41:47.058095Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:41:47.058147Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:41:47.058157Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 6 transcripts.
[2m2026-05-19T01:41:47.061240Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/config_file_13493.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 @ Mon May 18 21:41:47 2026 ----------------
Using flexiplex for barcode demultiplexing.
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 993
Number of reads where at least one barcode was found: 929
Number of chimera reads: 2
All done!
Reads	Barcodes
27	1
26	1
24	1
22	2
21	1
20	3
19	1
18	1
17	2
16	2
15	2
14	1
12	1
11	7
10	5
9	5
8	9
7	5
6	13
5	11
4	5
3	33
2	22
1	3
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 300
Number of reads where at least one barcode was found: 281
Number of chimera reads: 1
All done!
Reads	Barcodes
9	1
8	3
7	2
6	5
5	3
4	9
3	13
2	31
1	55
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 300
Number of reads where at least one barcode was found: 280
Number of chimera reads: 0
All done!
Reads	Barcodes
9	1
8	3
7	1
6	5
5	5
4	6
3	18
2	30
1	50
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/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 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 @ Mon May 18 21:41:48 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sampleA_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample1_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample2_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample3_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/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 @ Mon May 18 21:41:49 2026 ----------------
21:41:49 Mon May 18 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample3_align2genome.bam'
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 47.42gene_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, 441840.55Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 92.96gene_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, 1416420.37Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 92.94gene_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, 1356501.94Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 76.39gene_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, 1058846.81Read/s]
-- Running step: isoform_identification @ Mon May 18 21:41:50 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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

Detected 8 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)
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Mon May 18 21:41:57 2026 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample3_matched_reads_dedup.fastq.gz
	files found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sampleA_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample1_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample2_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample3_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/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 @ Mon May 18 21:41:58 2026 ----------
21:41:58 Mon May 18 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
	sampleA_realign2transcript.bam
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample3_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample3_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sampleA_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sampleA_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample2_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample2_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample1_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b5452d7647/sample1_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/config_file_13493.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 @ Mon May 18 21:41:58 2026 ----------------
Using flexiplex for barcode demultiplexing.
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 993
Number of reads where at least one barcode was found: 924
Number of chimera reads: 2
All done!
Reads	Barcodes
26	1
25	1
22	1
21	3
20	2
19	2
18	1
17	4
16	1
15	1
14	1
13	1
12	1
11	7
10	5
9	3
8	11
7	3
6	5
5	19
4	7
3	35
2	19
1	3
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 300
Number of reads where at least one barcode was found: 279
Number of chimera reads: 1
All done!
Reads	Barcodes
9	1
8	1
7	3
6	5
5	8
4	7
3	11
2	23
1	66
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 300
Number of reads where at least one barcode was found: 277
Number of chimera reads: 0
All done!
Reads	Barcodes
8	1
7	3
6	8
5	5
4	4
3	19
2	22
1	60
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/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 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 @ Mon May 18 21:41:59 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sampleA_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sampleA_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample1_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample1_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample2_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample2_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample3_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample3_align2genome.bam
-- Running step: gene_quantification @ Mon May 18 21:42:08 2026 ----------------
21:42:08 Mon May 18 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample3_align2genome.bam'
	Counter({'counted_reads': 347, 'not_enough_coverage': 9, 'unmapped': 2})
	Counter({'counted_reads': 347, 'not_enough_coverage': 9, 'unmapped': 5})
	Counter({'counted_reads': 264, 'not_enough_coverage': 8, 'unmapped': 1})
	Counter({'counted_reads': 262, 'not_enough_coverage': 8, 'unmapped': 2})
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 47.97gene_group/s]
/Library/Frameworks/R.framework/Versions/4.6/Resources/library/FLAMES/python/count_gene.py:704: 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, 439433.41Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 90.24gene_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, 1271771.98Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 20.94gene_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, 1357379.94Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 73.88gene_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, 1017047.53Read/s]
-- Running step: isoform_identification @ Mon May 18 21:42:08 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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  |                                                                            
  |==================                                                    |  25%
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Detected 8 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 @ Mon May 18 21:42:15 2026 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample3_matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sampleA_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sampleA_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample1_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample1_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample2_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample2_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample3_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Mon May 18 21:42:23 2026 ----------
21:42:23 Mon May 18 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
	sampleA_realign2transcript.bam
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample3_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample3_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sampleA_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sampleA_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample2_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample2_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample1_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52b752926/sample1_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/config_file_13493.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 @ Mon May 18 21:42:24 2026 ----------------
Using flexiplex for barcode demultiplexing.
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 993
Number of reads where at least one barcode was found: 928
Number of chimera reads: 2
All done!
Reads	Barcodes
28	1
26	1
21	2
20	3
19	4
17	2
14	4
13	2
12	5
11	7
10	1
9	6
8	4
7	7
6	12
5	15
4	4
3	35
2	19
1	3
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 300
Number of reads where at least one barcode was found: 278
Number of chimera reads: 1
All done!
Reads	Barcodes
9	1
8	1
7	4
6	3
5	5
4	8
3	12
2	36
1	54
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 300
Number of reads where at least one barcode was found: 282
Number of chimera reads: 0
All done!
Reads	Barcodes
9	2
7	1
6	4
5	8
4	14
3	9
2	27
1	59
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/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 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 @ Mon May 18 21:42:25 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sampleA_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sampleA_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample1_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample2_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample3_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: gene_quantification @ Mon May 18 21:42:27 2026 ----------------
21:42:27 Mon May 18 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample3_align2genome.bam'
	Counter({'counted_reads': 347, 'not_enough_coverage': 9, 'unmapped': 2})
	Counter({'counted_reads': 347, 'not_enough_coverage': 9, 'unmapped': 5})
	Counter({'counted_reads': 261, 'not_enough_coverage': 9, 'unmapped': 1})
	Counter({'counted_reads': 265, 'not_enough_coverage': 8, 'unmapped': 2})
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 49.17gene_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, 420878.22Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 90.10gene_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, 1343983.59Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 95.79gene_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, 1371404.66Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 78.30gene_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, 1073041.34Read/s]
-- Running step: isoform_identification @ Mon May 18 21:42:27 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Mon May 18 21:42:27 2026 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample3_matched_reads_dedup.fastq.gz
	files found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sampleA_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sampleA_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample1_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample1_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample2_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample2_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample3_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample3_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

-- Running step: transcript_quantification @ Mon May 18 21:42:31 2026 ----------
[2m2026-05-19T01:42:31.113027Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:42:31.113312Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sampleA_realign2transcript.bam, contains 27 reference sequences.
[2m2026-05-19T01:42:31.113334Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:42:31.113351Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:42:31.113430Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:42:31.113448Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 27 transcripts.
[2m2026-05-19T01:42:31.129818Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2026-05-19T01:42:31.312201Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:42:31.312447Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample1_realign2transcript.bam, contains 27 reference sequences.
[2m2026-05-19T01:42:31.312481Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:42:31.312500Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:42:31.312588Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:42:31.312606Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 27 transcripts.
[2m2026-05-19T01:42:31.319274Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2026-05-19T01:42:31.511682Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:42:31.511938Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample2_realign2transcript.bam, contains 27 reference sequences.
[2m2026-05-19T01:42:31.511954Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:42:31.511969Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:42:31.512048Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:42:31.512059Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 27 transcripts.
[2m2026-05-19T01:42:31.516812Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2026-05-19T01:42:31.700106Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:42:31.700334Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b524a0b12a/sample3_realign2transcript.bam, contains 27 reference sequences.
[2m2026-05-19T01:42:31.700348Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:42:31.700363Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:42:31.700441Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:42:31.700454Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 27 transcripts.
[2m2026-05-19T01:42:31.707384Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/config_file_13493.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 @ Mon May 18 21:42:32 2026 ----------------
Using flexiplex for barcode demultiplexing.
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 993
Number of reads where at least one barcode was found: 932
Number of chimera reads: 3
All done!
Reads	Barcodes
26	1
25	1
24	1
22	2
21	1
20	4
19	1
18	1
15	3
14	1
13	1
12	3
11	9
10	5
9	5
8	6
7	3
6	15
5	10
4	6
3	37
2	20
1	1
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 300
Number of reads where at least one barcode was found: 280
Number of chimera reads: 1
All done!
Reads	Barcodes
8	2
7	4
6	5
5	2
4	9
3	18
2	27
1	56
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 300
Number of reads where at least one barcode was found: 284
Number of chimera reads: 1
All done!
Reads	Barcodes
8	3
7	4
6	4
5	3
4	9
3	17
2	26
1	58
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/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 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 @ Mon May 18 21:42:32 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sampleA_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sampleA_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample1_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample1_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample2_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample2_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample3_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample3_align2genome.bam
-- Running step: gene_quantification @ Mon May 18 21:42:41 2026 ----------------
21:42:41 Mon May 18 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample3_align2genome.bam'
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 45.30gene_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, 415014.64Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 92.40gene_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, 1320458.38Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 91.33gene_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, 1175929.12Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 80.40gene_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, 1031758.34Read/s]
-- Running step: isoform_identification @ Mon May 18 21:42:42 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Mon May 18 21:42:42 2026 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample3_matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sampleA_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sampleA_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample1_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample1_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample2_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample2_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample3_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Mon May 18 21:42:53 2026 ----------
[2m2026-05-19T01:42:53.224696Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:42:53.224945Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sampleA_realign2transcript.bam, contains 28 reference sequences.
[2m2026-05-19T01:42:53.224959Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:42:53.224976Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:42:53.225062Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:42:53.225075Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 28 transcripts.
[2m2026-05-19T01:42:53.244725Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2026-05-19T01:42:53.505886Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:42:53.506151Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample1_realign2transcript.bam, contains 28 reference sequences.
[2m2026-05-19T01:42:53.506175Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:42:53.506191Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:42:53.506276Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:42:53.506288Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 28 transcripts.
[2m2026-05-19T01:42:53.512655Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2026-05-19T01:42:53.729796Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:42:53.730053Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample2_realign2transcript.bam, contains 28 reference sequences.
[2m2026-05-19T01:42:53.730093Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:42:53.730114Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:42:53.730206Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:42:53.730225Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 28 transcripts.
[2m2026-05-19T01:42:53.737218Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2026-05-19T01:42:53.931252Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2026-05-19T01:42:53.931508Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b531ae3a60/sample3_realign2transcript.bam, contains 28 reference sequences.
[2m2026-05-19T01:42:53.931544Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2026-05-19T01:42:53.931570Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2026-05-19T01:42:53.931664Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2026-05-19T01:42:53.931682Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 28 transcripts.
[2m2026-05-19T01:42:53.939857Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/config_file_13493.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 @ Mon May 18 21:42:54 2026 ----------------
Using flexiplex for barcode demultiplexing.
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 993
Number of reads where at least one barcode was found: 928
Number of chimera reads: 2
All done!
Reads	Barcodes
26	1
23	2
22	1
21	1
20	2
19	2
18	4
16	2
15	1
14	1
13	1
12	5
11	6
10	5
9	4
8	7
7	3
6	15
5	11
4	2
3	35
2	23
1	3
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 300
Number of reads where at least one barcode was found: 278
Number of chimera reads: 0
All done!
Reads	Barcodes
7	4
6	3
5	9
4	11
3	13
2	23
1	59
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 300
Number of reads where at least one barcode was found: 282
Number of chimera reads: 1
All done!
Reads	Barcodes
9	1
8	1
7	5
6	2
5	8
4	7
3	14
2	32
1	46
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/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 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 @ Mon May 18 21:42:55 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sampleA_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample1_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample2_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample3_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/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 @ Mon May 18 21:42:56 2026 ----------------
21:42:56 Mon May 18 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample3_align2genome.bam'
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 46.39gene_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, 434192.96Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 15.77gene_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, 1349866.12Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 93.49gene_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, 1284075.43Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 77.56gene_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, 1054057.10Read/s]
-- Running step: isoform_identification @ Mon May 18 21:42:57 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Mon May 18 21:42:57 2026 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample3_matched_reads_dedup.fastq.gz
	files found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sampleA_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample1_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample2_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample3_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/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 @ Mon May 18 21:42:58 2026 ----------
21:42:58 Mon May 18 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
	sampleA_realign2transcript.bam
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample3_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample3_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sampleA_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sampleA_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample2_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample2_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample1_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b56c37a62b/sample1_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
i Writing configuration to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/config_file_13493.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 @ Mon May 18 21:43:00 2026 ----------------
Using flexiplex for barcode demultiplexing.
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 993
Number of reads where at least one barcode was found: 929
Number of chimera reads: 2
All done!
Reads	Barcodes
29	1
24	1
22	1
21	2
20	3
19	1
18	2
16	4
15	1
14	1
13	5
11	4
10	7
9	5
8	9
7	3
6	13
5	14
4	2
3	32
2	20
1	6
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 300
Number of reads where at least one barcode was found: 281
Number of chimera reads: 1
All done!
Reads	Barcodes
9	1
8	3
7	1
6	4
5	5
4	8
3	16
2	33
1	50
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 300
Number of reads where at least one barcode was found: 280
Number of chimera reads: 0
All done!
Reads	Barcodes
10	1
9	1
7	1
6	4
5	10
4	7
3	16
2	28
1	51
Loading known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/bc_allow.tsv
Number of known barcodes: 143
FLEXIPLEX 1.02.6
Setting max flanking sequence edit distance to 8
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
CB: NNNNNNNNNNNNNNNN
UB: NNNNNNNNNNNN
polyT: TTTTTTTTT
CB:Z: tag field: CB
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/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 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 @ Mon May 18 21:43:00 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sampleA_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sampleA_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample1_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample1_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample2_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample2_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample3_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample3_align2genome.bam
-- Running step: gene_quantification @ Mon May 18 21:43:09 2026 ----------------
21:43:09 Mon May 18 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample3_align2genome.bam'
	Counter({'counted_reads': 357, 'not_enough_coverage': 1})
	Counter({'counted_reads': 357, 'not_enough_coverage': 1})
	Counter({'counted_reads': 275, 'not_enough_coverage': 1})
	Counter({'counted_reads': 275})
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 47.57gene_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, 404200.14Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 94.46gene_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, 1544067.15Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 94.62gene_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, 1380431.81Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 78.55gene_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, 1080894.75Read/s]
-- Running step: isoform_identification @ Mon May 18 21:43:10 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Mon May 18 21:43:10 2026 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample3_matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sampleA_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sampleA_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample1_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample1_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample2_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample2_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample3_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Mon May 18 21:43:19 2026 ----------
21:43:19 Mon May 18 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
	sampleA_realign2transcript.bam
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample3_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample3_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sampleA_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sampleA_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample2_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample2_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample1_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpeIJxUx/file34b52c873f02/sample1_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
Filtering for genes with at least 2 detected isoforms ...
	6 isoform(s) left.

Aggregating counts by cluster labels ...

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

Filtering for genes with at least 2 isoforms expressing more than 1 counts ...
	3 gene(s), 6 transcript(s) left.

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

[ FAIL 0 | WARN 182 | SKIP 0 | PASS 98 ]

[ FAIL 0 | WARN 182 | SKIP 0 | PASS 98 ]
	Counter({'counted_reads': 358})
	Counter({'counted_reads': 358})
	Counter({'counted_reads': 272})
	Counter({'counted_reads': 275})
> 
> proc.time()
   user  system elapsed 
315.174  20.077 336.400 
/Users/biocbuild/.pyenv/versions/3.11.9/lib/python3.11/multiprocessing/resource_tracker.py:254: UserWarning: resource_tracker: There appear to be 1 leaked semaphore objects to clean up at shutdown
  warnings.warn('resource_tracker: There appear to be %d '

Example timings

FLAMES.Rcheck/FLAMES-Ex.timings

name	user	system	elapsed
BulkPipeline	2.263	0.331	3.697
MultiSampleSCPipeline	4.473	0.703	5.917
SingleCellPipeline	1.410	0.117	0.849
add_gene_counts	0.103	0.005	0.108
annotation_to_fasta	0.056	0.001	0.057
barcode_segment	0	0	0
blaze	2.177	0.328	2.861
bulk_long_pipeline	1.346	0.326	1.211
combine_sce	0.207	0.039	0.246
config-set	0.125	0.018	0.155
config	0.121	0.017	0.140
controllers-set	0.152	0.031	0.189
controllers	0.147	0.016	0.166
convolution_filter	0.001	0.000	0.000
create_config	0.007	0.001	0.008
create_sce_from_dir	2.149	0.509	2.013
create_se_from_dir	2.267	0.269	2.560
cutadapt	0.060	0.021	0.084
example_pipeline	0.117	0.021	0.144
experiment	2.238	0.140	2.417
filter_annotation	0.016	0.001	0.017
filter_coverage	0.787	0.057	0.864
find_barcode	0.686	0.134	0.840
find_bin	0.003	0.004	0.008
find_diversity	0.658	0.154	0.797
find_variants	6.357	0.325	6.230
get_coverage	0.747	0.141	0.897
index_genome	0.128	0.019	0.149
mutation_positions	0.623	0.002	0.627
plot_coverage	1.405	0.068	1.484
plot_demultiplex	1.168	0.128	1.362
plot_demultiplex_raw	0.468	0.030	0.537
plot_durations	2.212	0.142	2.366
plot_isoform_heatmap	1.053	0.030	1.085
plot_isoform_reduced_dim	8.724	0.074	8.810
plot_isoforms	0.614	0.003	0.618
resume_FLAMES	2.127	0.112	2.256
run_FLAMES	2.137	0.147	2.296
run_step	0.905	0.048	0.964
sc_DTU_analysis	3.483	0.694	3.463
sc_genotype	1.277	0.063	1.028
sc_impute_transcript	0.211	0.004	0.215
sc_long_multisample_pipeline	6.698	1.611	6.473
sc_long_pipeline	2.018	0.455	1.788
sc_mutations	1.189	0.209	1.106
sc_plot_genotype	5.363	0.731	5.355
show-FLAMESPipeline	0.107	0.016	0.125
steps-set	0.149	0.019	0.170
steps	0.052	0.014	0.068
weight_transcripts	0.009	0.005	0.014