Back to Multiple platform build/check report for BioC 3.23:   simplified   long
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This page was generated on 2026-03-23 11:35 -0400 (Mon, 23 Mar 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-03-05 r89546) -- "Unsuffered Consequences" 4868
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2026-03-20 r89666) -- "Unsuffered Consequences" 4548
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

Package 750/2368HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
FLAMES 2.5.2  (landing page)
Changqing Wang
Snapshot Date: 2026-03-22 13:40 -0400 (Sun, 22 Mar 2026)
git_url: https://git.bioconductor.org/packages/FLAMES
git_branch: devel
git_last_commit: 17de9d9
git_last_commit_date: 2026-01-07 04:35:37 -0400 (Wed, 07 Jan 2026)
nebbiolo1Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    ERROR  
See other builds for FLAMES in R Universe.


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: 2.5.2
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_2.5.2.tar.gz
StartedAt: 2026-03-22 19:42:23 -0400 (Sun, 22 Mar 2026)
EndedAt: 2026-03-22 19:51:13 -0400 (Sun, 22 Mar 2026)
EllapsedTime: 530.2 seconds
RetCode: 0
Status:   OK  
CheckDir: FLAMES.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### 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_2.5.2.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/FLAMES.Rcheck’
* using R Under development (unstable) (2026-03-20 r89666)
* 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: 2026-03-22 23:42:23 UTC
* using option ‘--no-vignettes’
* checking for file ‘FLAMES/DESCRIPTION’ ... OK
* this is package ‘FLAMES’ version ‘2.5.2’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... INFO
Imports includes 47 non-default packages.
Importing from so many packages makes the package vulnerable to any of
them becoming unavailable.  Move as many as possible to Suggests and
use conditionally.
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... NOTE
Found the following hidden files and directories:
  .dockerignore
These were most likely included in error. See section ‘Package
structure’ in the ‘Writing R Extensions’ manual.
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘FLAMES’ can be installed ... NOTE
Found the following notes/warnings:
  Non-staged installation was used
See ‘/Users/biocbuild/bbs-3.23-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 10.9Mb
  sub-directories of 1Mb or more:
    bin    5.9Mb
    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
There are ::: calls to the package's namespace in its code. A package
  almost never needs to use ::: for its own objects:
  'blaze' 'find_barcode' 'gene_quantification' 'isoform_identification'
  'minimap2_align' 'transcript_quantification'
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... NOTE
BulkPipeline: no visible global function definition for ‘new’
BulkPipeline: no visible global function definition for ‘setNames’
MultiSampleSCPipeline: no visible global function definition for ‘new’
MultiSampleSCPipeline: no visible global function definition for
  ‘setNames’
SingleCellPipeline: no visible global function definition for ‘new’
SingleCellPipeline: no visible global function definition for
  ‘setNames’
addRowRanges: no visible global function definition for ‘head’
addRowRanges: no visible global function definition for ‘as’
add_gene_counts: no visible global function definition for ‘as’
cache_dir: no visible global function definition for ‘packageVersion’
chisq_test_by_gene: no visible global function definition for
  ‘chisq.test’
create_sce_from_dir: no visible global function definition for
  ‘setNames’
create_spe: no visible binding for global variable ‘barcode’
create_spe: no visible binding for global variable ‘in_tissue’
download_oarfish: no visible global function definition for
  ‘download.file’
download_oarfish: no visible global function definition for ‘unzip’
filter_coverage: no visible global function definition for
  ‘starts_with’
filter_coverage: no visible binding for global variable ‘filter_res’
find_variants: no visible global function definition for ‘setNames’
find_variants_grange: no visible binding for global variable
  ‘which_label’
find_variants_grange: no visible binding for global variable
  ‘nucleotide’
find_variants_grange: no visible binding for global variable ‘pos’
find_variants_grange: no visible binding for global variable ‘count’
find_variants_grange: no visible binding for global variable
  ‘counts_no_ins’
find_variants_grange: no visible binding for global variable ‘ref’
generate_sc_sce: no visible binding for global variable ‘FSM_match’
get_coverage: no visible binding for global variable ‘Freq’
homopolymer_pct : <anonymous>: no visible binding for global variable
  ‘Freq’
homopolymer_pct : <anonymous>: no visible binding for global variable
  ‘pct’
plot_coverage: no visible binding for global variable ‘tr_length’
plot_coverage: no visible binding for global variable ‘read_counts’
plot_coverage: no visible binding for global variable ‘total_counts’
plot_coverage: no visible binding for global variable ‘cumpct’
plot_coverage: no visible binding for global variable ‘length_bin’
plot_coverage: no visible binding for global variable ‘min_length’
plot_coverage: no visible binding for global variable ‘max_length’
plot_coverage: no visible global function definition for ‘head’
plot_coverage: no visible binding for global variable ‘transcript’
plot_demultiplex_raw: no visible binding for global variable ‘Sample’
plot_demultiplex_raw: no visible binding for global variable
  ‘CellBarcode’
plot_demultiplex_raw: no visible binding for global variable ‘UMI’
plot_demultiplex_raw: no visible binding for global variable
  ‘UMI_count’
plot_demultiplex_raw: no visible binding for global variable
  ‘barcode_rank’
plot_demultiplex_raw: no visible binding for global variable
  ‘FlankEditDist’
plot_demultiplex_raw: no visible binding for global variable ‘n_reads’
plot_demultiplex_raw: no visible binding for global variable
  ‘BarcodeEditDist’
plot_demultiplex_raw: no visible binding for global variable ‘total
  reads’
plot_demultiplex_raw: no visible binding for global variable
  ‘demultiplexed reads’
plot_demultiplex_raw: no visible binding for global variable ‘single
  match reads’
plot_demultiplex_raw: no visible binding for global variable
  ‘undemultiplexted reads’
plot_demultiplex_raw: no visible binding for global variable
  ‘multi-matching reads’
plot_demultiplex_raw: no visible binding for global variable ‘Type’
plot_demultiplex_raw: no visible binding for global variable ‘Reads’
plot_demultiplex_raw: no visible binding for global variable ‘input’
plot_demultiplex_raw: no visible binding for global variable ‘output’
plot_demultiplex_raw: no visible binding for global variable
  ‘read1_with_adapter’
plot_demultiplex_raw: no visible binding for global variable ‘Count’
plot_flagstat: no visible global function definition for ‘everything’
plot_flagstat: no visible binding for global variable ‘name’
plot_flagstat: no visible binding for global variable ‘value’
plot_isoform_reduced_dim: no visible binding for global variable ‘x’
plot_isoform_reduced_dim: no visible binding for global variable ‘y’
plot_isoform_reduced_dim: no visible binding for global variable ‘expr’
plot_spatial: no visible binding for global variable ‘imageX’
plot_spatial: no visible binding for global variable ‘imageY’
plot_spatial_feature: no visible binding for global variable ‘imageX’
plot_spatial_feature: no visible binding for global variable ‘imageY’
plot_spatial_feature: no visible binding for global variable ‘x’
plot_spatial_feature: no visible binding for global variable ‘y’
plot_spatial_feature: no visible global function definition for
  ‘scale_alpha_continuous’
plot_spatial_feature: no visible global function definition for
  ‘scale_colour_gradient’
plot_spatial_isoform: no visible global function definition for ‘head’
plot_spatial_pie: no visible global function definition for ‘setNames’
plot_spatial_pie: no visible global function definition for ‘head’
plot_spatial_pie: no visible binding for global variable ‘imageX’
plot_spatial_pie: no visible binding for global variable ‘imageY’
sc_gene_entropy: no visible global function definition for ‘as’
sc_genotype: no visible binding for global variable ‘allele’
sc_genotype: no visible binding for global variable ‘allele_count’
sc_genotype: no visible binding for global variable ‘barcode’
sc_genotype: no visible binding for global variable ‘pct’
sc_mutations: no visible binding for global variable ‘mutation_index’
sc_mutations: no visible binding for global variable ‘bam_index’
sc_plot_genotype: no visible global function definition for ‘setNames’
sc_plot_genotype: no visible binding for global variable ‘barcode’
sc_plot_genotype: no visible binding for global variable ‘genotype’
sc_plot_genotype: no visible binding for global variable ‘x’
sc_plot_genotype: no visible binding for global variable ‘y’
sc_transcript_usage_chisq: no visible global function definition for
  ‘as’
sc_transcript_usage_chisq: no visible binding for global variable
  ‘p.value’
sc_transcript_usage_chisq: no visible binding for global variable
  ‘adj.p.value’
sc_transcript_usage_permutation: no visible binding for global variable
  ‘total’
sc_transcript_usage_permutation: no visible binding for global variable
  ‘test’
sc_transcript_usage_permutation: no visible global function definition
  for ‘as’
sc_transcript_usage_permutation : <anonymous>: no visible global
  function definition for ‘as’
sc_transcript_usage_permutation : <anonymous> : <anonymous>: no visible
  global function definition for ‘na.omit’
sc_transcript_usage_permutation: no visible binding for global variable
  ‘transcript’
sc_transcript_usage_permutation: no visible binding for global variable
  ‘p.value’
sc_transcript_usage_permutation: no visible binding for global variable
  ‘adj.p.value’
variant_count_tb: no visible binding for global variable ‘barcode’
variant_count_tb: no visible binding for global variable ‘allele_count’
variant_count_tb: no visible binding for global variable
  ‘cell_total_reads’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible binding
  for global variable ‘expect_cell_number’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible binding
  for global variable ‘fastq’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible binding
  for global variable ‘outdir’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible binding
  for global variable ‘demultiplexed_fastq’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible binding
  for global variable ‘barcodes_file’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible global
  function definition for ‘setNames’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline : <anonymous>: no
  visible global function definition for ‘setNames’
barcode_demultiplex,FLAMES.SingleCellPipeline: no visible binding for
  global variable ‘expect_cell_number’
barcode_demultiplex,FLAMES.SingleCellPipeline: no visible binding for
  global variable ‘fastq’
barcode_demultiplex,FLAMES.SingleCellPipeline: no visible binding for
  global variable ‘outdir’
barcode_demultiplex,FLAMES.SingleCellPipeline: no visible binding for
  global variable ‘demultiplexed_fastq’
barcode_demultiplex,FLAMES.SingleCellPipeline: no visible binding for
  global variable ‘barcodes_file’
barcode_demultiplex,FLAMES.SingleCellPipeline: no visible global
  function definition for ‘setNames’
genome_alignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘j’
genome_alignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘genome_bam’
genome_alignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘minimap2’
genome_alignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘samtools’
genome_alignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘threads’
genome_alignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘outdir’
plot_durations,FLAMES.Pipeline: no visible binding for global variable
  ‘step’
plot_durations,FLAMES.Pipeline: no visible binding for global variable
  ‘duration’
read_realignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘j’
read_realignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘transcriptome_assembly’
read_realignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘transcriptome_bam’
read_realignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘minimap2’
read_realignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘samtools’
read_realignment_raw,FLAMES.Pipeline: no visible binding for global
  variable ‘outdir’
resume_FLAMES,FLAMES.Pipeline : <anonymous>: no visible global function
  definition for ‘capture.output’
run_FLAMES,FLAMES.Pipeline : <anonymous>: no visible global function
  definition for ‘capture.output’
Undefined global functions or variables:
  BarcodeEditDist CellBarcode Count FSM_match FlankEditDist Freq Reads
  Sample Type UMI UMI_count adj.p.value allele allele_count as
  bam_index barcode barcode_rank barcodes_file capture.output
  cell_total_reads chisq.test count counts_no_ins cumpct demultiplexed
  reads demultiplexed_fastq download.file duration everything
  expect_cell_number expr fastq filter_res genome_bam genotype head
  imageX imageY in_tissue input j length_bin max_length min_length
  minimap2 multi-matching reads mutation_index n_reads na.omit name new
  nucleotide outdir output p.value packageVersion pct pos
  read1_with_adapter read_counts ref samtools scale_alpha_continuous
  scale_colour_gradient setNames single match reads starts_with step
  test threads total total reads total_counts tr_length transcript
  transcriptome_assembly transcriptome_bam undemultiplexted reads unzip
  value which_label x y
Consider adding
  importFrom("base", "match", "single")
  importFrom("methods", "as", "new")
  importFrom("stats", "chisq.test", "na.omit", "setNames", "step")
  importFrom("utils", "capture.output", "download.file", "head",
             "packageVersion", "unzip")
to your NAMESPACE file (and ensure that your DESCRIPTION Imports field
contains 'methods').
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking contents of ‘data’ directory ... OK
* checking data for non-ASCII characters ... OK
* checking data for ASCII and uncompressed saves ... OK
* checking line endings in shell scripts ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... INFO
GNU make is a SystemRequirements.
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking include directives in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
File ‘/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     9.731  0.126   9.979
sc_long_multisample_pipeline 6.931  1.231   5.142
find_variants                7.066  0.198   6.972
MultiSampleSCPipeline        5.088  0.780   6.586
sc_plot_genotype             5.207  0.145   4.677
* 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: 5 NOTEs
See
  ‘/Users/biocbuild/bbs-3.23-bioc/meat/FLAMES.Rcheck/00check.log’
for details.


Installation output

FLAMES.Rcheck/00install.out

##############################################################################
##############################################################################
###
### 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 ‘2.5.2’
** 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 -std=gnu23 -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-3.23-bioc/meat/FLAMES/src/../inst/bin"
Installing binary to /Users/biocbuild/bbs-3.23-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
     Locking 278 packages to latest compatible versions
      Adding generic-array v0.14.7 (available: v0.14.9)
      Adding indicatif v0.17.11 (available: v0.18.4)
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      Adding tabled v0.18.0 (available: v0.20.0)
      Adding typed-builder v0.21.2 (available: v0.23.2)
      Adding wasip2 v1.0.2+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 v0.2.183
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   Compiling oarfish v0.8.0
    Finished `release` profile [optimized] target(s) in 33.21s
  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 Under development (unstable) (2026-03-20 r89666) -- "Unsuffered Consequences"
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")
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41d2df7cf/config_file_59636.json 
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41d2df7cf/config_file_59636.json 
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41d2df7cf/config_file_59636.json 
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46a255e1a/config_file_59636.json 
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46f005a6c/bc_allow.tsv
Number of known barcodes: 143
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 reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
Skipping TSO trimming...
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f428060c49/bc_allow.tsv
Number of known barcodes: 143
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 reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
Skipping TSO trimming...
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f428060c49/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f466c3d8cc/musc_rps24_1.fastq
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f466c3d8cc/musc_rps24_2.fastq
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f466c3d8cc/musc_rps24_3.fastq
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f466c3d8cc/musc_rps24_4.fastq
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
Skipping TSO trimming...
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46cf96ca5/bc_allow.tsv
Number of known barcodes: 143
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 reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
Skipping TSO trimming...
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f462c60c80/config_file_59636.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 @ Sun Mar 22 19:46:06 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f462c60c80/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f462c60c80/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f462c60c80/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: isoform_identification @ Sun Mar 22 19:46:06 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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

Detected 4 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Sun Mar 22 19:46:15 2026 -------------------
Realigning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f462c60c80/sample1_realign2transcript.bam
Skipped sorting BAM files.

Realigning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f462c60c80/sample2_realign2transcript.bam
Skipped sorting BAM files.

Realigning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f462c60c80/sample3_realign2transcript.bam
Skipped sorting BAM files.

-- Running step: transcript_quantification @ Sun Mar 22 19:46:15 2026 ----------
2026-03-22T23:46:15.651647Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:46:15.651945Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f462c60c80/sample1_realign2transcript.bam, contains 5 reference sequences.
2026-03-22T23:46:15.651962Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:46:15.651967Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:46:15.652022Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:46:15.652032Z  INFO oarfish: parsed reference information for 5 transcripts.
2026-03-22T23:46:15.653363Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2026-03-22T23:46:15.653441Z  INFO oarfish::bulk: 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 253   │
│ aligned fraction too low        │ 4     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 1     │
│ reads with valid best alignment │ 96    │
╰─────────────────────────────────┴───────╯

2026-03-22T23:46:15.653464Z  INFO oarfish::bulk: Total number of alignment records : 116
2026-03-22T23:46:15.653468Z  INFO oarfish::bulk: number of aligned reads : 96
2026-03-22T23:46:15.653471Z  INFO oarfish::bulk: number of unique alignments : 86
2026-03-22T23:46:15.654854Z  INFO oarfish: oarfish completed successfully.
2026-03-22T23:46:15.670628Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:46:15.670872Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f462c60c80/sample2_realign2transcript.bam, contains 5 reference sequences.
2026-03-22T23:46:15.670887Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:46:15.670891Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:46:15.670944Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:46:15.670952Z  INFO oarfish: parsed reference information for 5 transcripts.
2026-03-22T23:46:15.672094Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2026-03-22T23:46:15.672160Z  INFO oarfish::bulk: 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 251   │
│ aligned fraction too low        │ 5     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 2     │
│ reads with valid best alignment │ 95    │
╰─────────────────────────────────┴───────╯

2026-03-22T23:46:15.672192Z  INFO oarfish::bulk: Total number of alignment records : 114
2026-03-22T23:46:15.672196Z  INFO oarfish::bulk: number of aligned reads : 95
2026-03-22T23:46:15.672200Z  INFO oarfish::bulk: number of unique alignments : 82
2026-03-22T23:46:15.673517Z  INFO oarfish: oarfish completed successfully.
2026-03-22T23:46:15.692178Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:46:15.692549Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f462c60c80/sample3_realign2transcript.bam, contains 5 reference sequences.
2026-03-22T23:46:15.692603Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:46:15.692616Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:46:15.692713Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:46:15.692740Z  INFO oarfish: parsed reference information for 5 transcripts.
2026-03-22T23:46:15.694839Z  INFO oarfish::alignment_parser: the alignment file contained 2 unmapped read records.
2026-03-22T23:46:15.695038Z  INFO oarfish::bulk: 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 398   │
│ aligned fraction too low        │ 12    │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 5     │
│ reads with valid best alignment │ 179   │
╰─────────────────────────────────┴───────╯

2026-03-22T23:46:15.695081Z  INFO oarfish::bulk: Total number of alignment records : 239
2026-03-22T23:46:15.695091Z  INFO oarfish::bulk: number of aligned reads : 179
2026-03-22T23:46:15.695098Z  INFO oarfish::bulk: number of unique alignments : 143
2026-03-22T23:46:15.696615Z  INFO oarfish: oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f449992e24/config_file_59636.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 @ Sun Mar 22 19:46:15 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f449992e24/sample1_align2genome.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f449992e24/sample2_align2genome.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f449992e24/sample3_align2genome.bam
-- Running step: isoform_identification @ Sun Mar 22 19:46:24 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

  |                                                                            
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  |                                                                            
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  |===============================================                       |  67%
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Detected 4 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Sun Mar 22 19:46:31 2026 -------------------
Realignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f449992e24/sample1_realign2transcript.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f449992e24/sample2_realign2transcript.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f449992e24/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Sun Mar 22 19:46:39 2026 ----------
2026-03-22T23:46:40.019084Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:46:40.019364Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f449992e24/sample1_realign2transcript.bam, contains 5 reference sequences.
2026-03-22T23:46:40.019421Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:46:40.019434Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:46:40.019528Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:46:40.019549Z  INFO oarfish: parsed reference information for 5 transcripts.
2026-03-22T23:46:40.020945Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2026-03-22T23:46:40.021016Z  INFO oarfish::bulk: 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 253   │
│ aligned fraction too low        │ 4     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 1     │
│ reads with valid best alignment │ 96    │
╰─────────────────────────────────┴───────╯

2026-03-22T23:46:40.021048Z  INFO oarfish::bulk: Total number of alignment records : 116
2026-03-22T23:46:40.021052Z  INFO oarfish::bulk: number of aligned reads : 96
2026-03-22T23:46:40.021055Z  INFO oarfish::bulk: number of unique alignments : 86
2026-03-22T23:46:40.022740Z  INFO oarfish: oarfish completed successfully.
2026-03-22T23:46:40.040729Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:46:40.041184Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f449992e24/sample2_realign2transcript.bam, contains 5 reference sequences.
2026-03-22T23:46:40.041208Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:46:40.041215Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:46:40.041390Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:46:40.041442Z  INFO oarfish: parsed reference information for 5 transcripts.
2026-03-22T23:46:40.042949Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2026-03-22T23:46:40.043029Z  INFO oarfish::bulk: 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 251   │
│ aligned fraction too low        │ 5     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 2     │
│ reads with valid best alignment │ 95    │
╰─────────────────────────────────┴───────╯

2026-03-22T23:46:40.043055Z  INFO oarfish::bulk: Total number of alignment records : 114
2026-03-22T23:46:40.043058Z  INFO oarfish::bulk: number of aligned reads : 95
2026-03-22T23:46:40.043062Z  INFO oarfish::bulk: number of unique alignments : 82
2026-03-22T23:46:40.044606Z  INFO oarfish: oarfish completed successfully.
2026-03-22T23:46:40.064632Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:46:40.065062Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f449992e24/sample3_realign2transcript.bam, contains 5 reference sequences.
2026-03-22T23:46:40.065086Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:46:40.065095Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:46:40.065180Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:46:40.065213Z  INFO oarfish: parsed reference information for 5 transcripts.
2026-03-22T23:46:40.067775Z  INFO oarfish::alignment_parser: the alignment file contained 2 unmapped read records.
2026-03-22T23:46:40.067889Z  INFO oarfish::bulk: 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 398   │
│ aligned fraction too low        │ 12    │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 5     │
│ reads with valid best alignment │ 179   │
╰─────────────────────────────────┴───────╯

2026-03-22T23:46:40.067938Z  INFO oarfish::bulk: Total number of alignment records : 239
2026-03-22T23:46:40.067946Z  INFO oarfish::bulk: number of aligned reads : 179
2026-03-22T23:46:40.067953Z  INFO oarfish::bulk: number of unique alignments : 143
2026-03-22T23:46:40.069853Z  INFO oarfish: oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46d4021db/config_file_59636.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 @ Sun Mar 22 19:46:40 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46d4021db/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46d4021db/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46d4021db/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: isoform_identification @ Sun Mar 22 19:46:40 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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

Detected 4 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Sun Mar 22 19:46:46 2026 -------------------
Realigning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46d4021db/sample1_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46d4021db/sample2_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46d4021db/sample3_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: transcript_quantification @ Sun Mar 22 19:46:46 2026 ----------
19:46:46 Sun Mar 22 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
Inputs:  ['/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46d4021db/sample3_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46d4021db/sample2_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46d4021db/sample1_realign2transcript.bam'] /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46d4021db/transcript_assembly.fa.fai 5 0.4 0.4
	Counter({'counted_reads': 375, 'not_enough_coverage': 16, 'unmapped': 2})
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46db9ac85/config_file_59636.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 @ Sun Mar 22 19:46:47 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46db9ac85/sample1_align2genome.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46db9ac85/sample2_align2genome.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46db9ac85/sample3_align2genome.bam
-- Running step: isoform_identification @ Sun Mar 22 19:46:56 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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

Detected 4 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Sun Mar 22 19:47:02 2026 -------------------
Realignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46db9ac85/sample1_realign2transcript.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46db9ac85/sample2_realign2transcript.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46db9ac85/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Sun Mar 22 19:47:11 2026 ----------
19:47:11 Sun Mar 22 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4292a3e68/config_file_59636.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 @ Sun Mar 22 19:47:11 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4292a3e68/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4292a3e68/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4292a3e68/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: isoform_identification @ Sun Mar 22 19:47:11 2026 -------------
Inputs:  ['/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46db9ac85/sample3_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46db9ac85/sample2_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46db9ac85/sample1_realign2transcript.bam'] /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46db9ac85/transcript_assembly.fa.fai 5 0.4 0.4
	Counter({'counted_reads': 375, 'not_enough_coverage': 16, 'unmapped': 2})
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Sun Mar 22 19:47:12 2026 -------------------
Realigning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4292a3e68/sample1_realign2transcript.bam
Skipped sorting BAM files.

Realigning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4292a3e68/sample2_realign2transcript.bam
Skipped sorting BAM files.

Realigning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4292a3e68/sample3_realign2transcript.bam
Skipped sorting BAM files.

-- Running step: transcript_quantification @ Sun Mar 22 19:47:12 2026 ----------
2026-03-22T23:47:12.535058Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:47:12.535274Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4292a3e68/sample1_realign2transcript.bam, contains 10 reference sequences.
2026-03-22T23:47:12.535294Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:47:12.535299Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:47:12.535362Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:47:12.535370Z  INFO oarfish: parsed reference information for 10 transcripts.
2026-03-22T23:47:12.536910Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2026-03-22T23:47:12.537008Z  INFO oarfish::bulk: 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 707   │
│ aligned fraction too low        │ 2     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 98    │
╰─────────────────────────────────┴───────╯

2026-03-22T23:47:12.537035Z  INFO oarfish::bulk: Total number of alignment records : 125
2026-03-22T23:47:12.537040Z  INFO oarfish::bulk: number of aligned reads : 98
2026-03-22T23:47:12.537043Z  INFO oarfish::bulk: number of unique alignments : 86
2026-03-22T23:47:12.538596Z  INFO oarfish: oarfish completed successfully.
2026-03-22T23:47:12.553872Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:47:12.554077Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4292a3e68/sample2_realign2transcript.bam, contains 10 reference sequences.
2026-03-22T23:47:12.554090Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:47:12.554094Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:47:12.554148Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:47:12.554157Z  INFO oarfish: parsed reference information for 10 transcripts.
2026-03-22T23:47:12.555647Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2026-03-22T23:47:12.555741Z  INFO oarfish::bulk: 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 701   │
│ aligned fraction too low        │ 3     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 97    │
╰─────────────────────────────────┴───────╯

2026-03-22T23:47:12.555769Z  INFO oarfish::bulk: Total number of alignment records : 136
2026-03-22T23:47:12.555774Z  INFO oarfish::bulk: number of aligned reads : 97
2026-03-22T23:47:12.555777Z  INFO oarfish::bulk: number of unique alignments : 79
2026-03-22T23:47:12.557182Z  INFO oarfish: oarfish completed successfully.
2026-03-22T23:47:12.572338Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:47:12.572573Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4292a3e68/sample3_realign2transcript.bam, contains 10 reference sequences.
2026-03-22T23:47:12.572588Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:47:12.572592Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:47:12.572650Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:47:12.572660Z  INFO oarfish: parsed reference information for 10 transcripts.
2026-03-22T23:47:12.575030Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2026-03-22T23:47:12.575122Z  INFO oarfish::bulk: 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 1060  │
│ aligned fraction too low        │ 6     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 187   │
╰─────────────────────────────────┴───────╯

2026-03-22T23:47:12.575145Z  INFO oarfish::bulk: Total number of alignment records : 272
2026-03-22T23:47:12.575150Z  INFO oarfish::bulk: number of aligned reads : 187
2026-03-22T23:47:12.575153Z  INFO oarfish::bulk: number of unique alignments : 140
2026-03-22T23:47:12.576560Z  INFO oarfish: oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41b4ace1a/config_file_59636.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 @ Sun Mar 22 19:47:12 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41b4ace1a/sample1_align2genome.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41b4ace1a/sample2_align2genome.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41b4ace1a/sample3_align2genome.bam
-- Running step: isoform_identification @ Sun Mar 22 19:47:21 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Sun Mar 22 19:47:21 2026 -------------------
Realignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41b4ace1a/sample1_realign2transcript.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41b4ace1a/sample2_realign2transcript.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41b4ace1a/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Sun Mar 22 19:47:29 2026 ----------
2026-03-22T23:47:29.471130Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:47:29.471318Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41b4ace1a/sample1_realign2transcript.bam, contains 10 reference sequences.
2026-03-22T23:47:29.471334Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:47:29.471339Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:47:29.471399Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:47:29.471412Z  INFO oarfish: parsed reference information for 10 transcripts.
2026-03-22T23:47:29.472978Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2026-03-22T23:47:29.473056Z  INFO oarfish::bulk: 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 707   │
│ aligned fraction too low        │ 2     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 98    │
╰─────────────────────────────────┴───────╯

2026-03-22T23:47:29.473079Z  INFO oarfish::bulk: Total number of alignment records : 125
2026-03-22T23:47:29.473082Z  INFO oarfish::bulk: number of aligned reads : 98
2026-03-22T23:47:29.473085Z  INFO oarfish::bulk: number of unique alignments : 86
2026-03-22T23:47:29.474420Z  INFO oarfish: oarfish completed successfully.
2026-03-22T23:47:29.491691Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:47:29.491957Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41b4ace1a/sample2_realign2transcript.bam, contains 10 reference sequences.
2026-03-22T23:47:29.491973Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:47:29.491978Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:47:29.492037Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:47:29.492048Z  INFO oarfish: parsed reference information for 10 transcripts.
2026-03-22T23:47:29.493628Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2026-03-22T23:47:29.493728Z  INFO oarfish::bulk: 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 701   │
│ aligned fraction too low        │ 3     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 97    │
╰─────────────────────────────────┴───────╯

2026-03-22T23:47:29.493768Z  INFO oarfish::bulk: Total number of alignment records : 136
2026-03-22T23:47:29.493773Z  INFO oarfish::bulk: number of aligned reads : 97
2026-03-22T23:47:29.493776Z  INFO oarfish::bulk: number of unique alignments : 79
2026-03-22T23:47:29.495205Z  INFO oarfish: oarfish completed successfully.
2026-03-22T23:47:29.512245Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:47:29.512431Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41b4ace1a/sample3_realign2transcript.bam, contains 10 reference sequences.
2026-03-22T23:47:29.512448Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:47:29.512453Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:47:29.512513Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:47:29.512525Z  INFO oarfish: parsed reference information for 10 transcripts.
2026-03-22T23:47:29.514825Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2026-03-22T23:47:29.514903Z  INFO oarfish::bulk: 
discard_table: 
╭─────────────────────────────────┬───────╮
│ reason                          │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end             │ 0     │
│ too far from 3' end             │ 0     │
│ score too low                   │ 1060  │
│ aligned fraction too low        │ 6     │
│ aligned length too short        │ 0     │
│ inconsistent orientation        │ 0     │
│ supplementary alignment         │ 0     │
│ reads with valid best alignment │ 187   │
╰─────────────────────────────────┴───────╯

2026-03-22T23:47:29.514925Z  INFO oarfish::bulk: Total number of alignment records : 272
2026-03-22T23:47:29.514928Z  INFO oarfish::bulk: number of aligned reads : 187
2026-03-22T23:47:29.514931Z  INFO oarfish::bulk: number of unique alignments : 140
2026-03-22T23:47:29.516330Z  INFO oarfish: oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f418e2ea31/config_file_59636.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 @ Sun Mar 22 19:47:29 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f418e2ea31/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f418e2ea31/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f418e2ea31/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: isoform_identification @ Sun Mar 22 19:47:30 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Sun Mar 22 19:47:30 2026 -------------------
Realigning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f418e2ea31/sample1_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f418e2ea31/sample2_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f418e2ea31/sample3_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: transcript_quantification @ Sun Mar 22 19:47:30 2026 ----------
19:47:30 Sun Mar 22 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41707ae14/config_file_59636.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 @ Sun Mar 22 19:47:31 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41707ae14/sample1_align2genome.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41707ae14/sample2_align2genome.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41707ae14/sample3_align2genome.bam
-- Running step: isoform_identification @ Sun Mar 22 19:47:39 2026 -------------
Inputs:  ['/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f418e2ea31/sample3_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f418e2ea31/sample2_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f418e2ea31/sample1_realign2transcript.bam'] /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f418e2ea31/transcript_assembly.fa.fai 5 0.4 0.4
	Counter({'counted_reads': 391, 'not_enough_coverage': 2})
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Sun Mar 22 19:47:39 2026 -------------------
Realignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41707ae14/sample1_realign2transcript.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41707ae14/sample2_realign2transcript.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41707ae14/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Sun Mar 22 19:47:47 2026 ----------
19:47:47 Sun Mar 22 2026 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4725e5277/config_file_59636.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Sun Mar 22 19:47:48 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4725e5277/bc_allow.tsv
Number of known barcodes: 143
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 reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
-- Running step: genome_alignment @ Sun Mar 22 19:47:48 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4725e5277/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4725e5277/align2genome.bam
Sorting BAM files by genome coordinates with 8 threads...

Indexing bam files
-- Running step: isoform_identification @ Sun Mar 22 19:47:48 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 @ Sun Mar 22 19:47:51 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//RtmpUZ783U/filee8f4725e5277/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4725e5277/matched_reads_dedup.fastq.gz
	files not found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4725e5277/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4725e5277/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 @ Sun Mar 22 19:47:51 2026 ----------
2026-03-22T23:47:51.912166Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:47:51.912436Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4725e5277/realign2transcript.bam, contains 5 reference sequences.
2026-03-22T23:47:51.912458Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:47:51.912463Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:47:51.912525Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:47:51.912535Z  INFO oarfish: parsed reference information for 5 transcripts.
2026-03-22T23:47:51.917874Z  INFO oarfish::single_cell: Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46b810464/config_file_59636.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Sun Mar 22 19:47:52 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46b810464/bc_allow.tsv
Number of known barcodes: 143
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 reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
-- Running step: genome_alignment @ Sun Mar 22 19:47:52 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46b810464/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46b810464/align2genome.bam
-- Running step: isoform_identification @ Sun Mar 22 19:48:00 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---
Detected 2 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Sun Mar 22 19:48:03 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//RtmpUZ783U/filee8f46b810464/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46b810464/matched_reads_dedup.fastq.gz
	files not found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46b810464/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46b810464/realign2transcript.bam
-- Running step: transcript_quantification @ Sun Mar 22 19:48:11 2026 ----------
2026-03-22T23:48:11.510520Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:48:11.510733Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46b810464/realign2transcript.bam, contains 5 reference sequences.
2026-03-22T23:48:11.510755Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:48:11.510759Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:48:11.510803Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:48:11.510809Z  INFO oarfish: parsed reference information for 5 transcripts.
2026-03-22T23:48:11.514632Z  INFO oarfish::single_cell: Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f438f28b4a/config_file_59636.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Sun Mar 22 19:48:11 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f438f28b4a/bc_allow.tsv
Number of known barcodes: 143
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 reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
-- Running step: genome_alignment @ Sun Mar 22 19:48:11 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f438f28b4a/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f438f28b4a/align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 8 threads...

Indexing bam files
-- Running step: isoform_identification @ Sun Mar 22 19:48:12 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 @ Sun Mar 22 19:48:15 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//RtmpUZ783U/filee8f438f28b4a/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f438f28b4a/matched_reads_dedup.fastq.gz
	files not found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f438f28b4a/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f438f28b4a/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 @ Sun Mar 22 19:48:15 2026 ----------
19:48:15 Sun Mar 22 2026 quantify transcripts 
Found realignment file(s): 	realign2transcript.bam
Inputs:  ['/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41707ae14/sample3_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41707ae14/sample2_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41707ae14/sample1_realign2transcript.bam'] /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41707ae14/transcript_assembly.fa.fai 5 0.4 0.4
	Counter({'counted_reads': 391, 'not_enough_coverage': 2})
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4dacd35c/config_file_59636.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Sun Mar 22 19:48:15 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4dacd35c/bc_allow.tsv
Number of known barcodes: 143
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 reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
-- Running step: genome_alignment @ Sun Mar 22 19:48:15 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4dacd35c/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4dacd35c/align2genome.bam
-- Running step: isoform_identification @ Sun Mar 22 19:48:23 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 @ Sun Mar 22 19:48:26 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//RtmpUZ783U/filee8f4dacd35c/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4dacd35c/matched_reads_dedup.fastq.gz
	files not found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4dacd35c/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4dacd35c/realign2transcript.bam
-- Running step: transcript_quantification @ Sun Mar 22 19:48:35 2026 ----------
19:48:35 Sun Mar 22 2026 quantify transcripts 
Found realignment file(s): 	realign2transcript.bam
	Counter({'counted_reads': 354, 'not_enough_coverage': 12, 'unmapped': 6})
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f458cf584f/config_file_59636.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Sun Mar 22 19:48:35 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f458cf584f/bc_allow.tsv
Number of known barcodes: 143
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 reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
-- Running step: genome_alignment @ Sun Mar 22 19:48:35 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f458cf584f/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f458cf584f/align2genome.bam
Sorting BAM files by genome coordinates with 8 threads...

Indexing bam files
-- Running step: isoform_identification @ Sun Mar 22 19:48:35 2026 -------------
	Counter({'counted_reads': 354, 'not_enough_coverage': 12, 'unmapped': 6})
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Sun Mar 22 19:48:35 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//RtmpUZ783U/filee8f458cf584f/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f458cf584f/matched_reads_dedup.fastq.gz
	files not found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f458cf584f/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f458cf584f/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 @ Sun Mar 22 19:48:36 2026 ----------
2026-03-22T23:48:36.074989Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:48:36.075265Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f458cf584f/realign2transcript.bam, contains 10 reference sequences.
2026-03-22T23:48:36.075283Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:48:36.075288Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:48:36.075345Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:48:36.075354Z  INFO oarfish: parsed reference information for 10 transcripts.
2026-03-22T23:48:36.081713Z  INFO oarfish::single_cell: Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47a4ab232/config_file_59636.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Sun Mar 22 19:48:36 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47a4ab232/bc_allow.tsv
Number of known barcodes: 143
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 reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
-- Running step: genome_alignment @ Sun Mar 22 19:48:36 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47a4ab232/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47a4ab232/align2genome.bam
-- Running step: isoform_identification @ Sun Mar 22 19:48:44 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Sun Mar 22 19:48:44 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//RtmpUZ783U/filee8f47a4ab232/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47a4ab232/matched_reads_dedup.fastq.gz
	files not found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47a4ab232/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47a4ab232/realign2transcript.bam
-- Running step: transcript_quantification @ Sun Mar 22 19:48:52 2026 ----------
2026-03-22T23:48:52.718521Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:48:52.718813Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47a4ab232/realign2transcript.bam, contains 10 reference sequences.
2026-03-22T23:48:52.718850Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:48:52.718858Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:48:52.718932Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:48:52.718950Z  INFO oarfish: parsed reference information for 10 transcripts.
2026-03-22T23:48:52.723743Z  INFO oarfish::single_cell: Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f43853b5fe/config_file_59636.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Sun Mar 22 19:48:53 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f43853b5fe/bc_allow.tsv
Number of known barcodes: 143
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 reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
-- Running step: genome_alignment @ Sun Mar 22 19:48:53 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f43853b5fe/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f43853b5fe/align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 8 threads...

Indexing bam files
-- Running step: isoform_identification @ Sun Mar 22 19:48:53 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Sun Mar 22 19:48:53 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//RtmpUZ783U/filee8f43853b5fe/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f43853b5fe/matched_reads_dedup.fastq.gz
	files not found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f43853b5fe/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f43853b5fe/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 @ Sun Mar 22 19:48:53 2026 ----------
19:48:53 Sun Mar 22 2026 quantify transcripts 
Found realignment file(s): 	realign2transcript.bam
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46ac746fa/config_file_59636.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Sun Mar 22 19:48:54 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46ac746fa/bc_allow.tsv
Number of known barcodes: 143
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 reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
-- Running step: genome_alignment @ Sun Mar 22 19:48:54 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46ac746fa/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46ac746fa/align2genome.bam
-- Running step: isoform_identification @ Sun Mar 22 19:49:02 2026 -------------
	Counter({'counted_reads': 368, 'unmapped': 4})
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Sun Mar 22 19:49:02 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//RtmpUZ783U/filee8f46ac746fa/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46ac746fa/matched_reads_dedup.fastq.gz
	files not found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46ac746fa/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f46ac746fa/realign2transcript.bam
-- Running step: transcript_quantification @ Sun Mar 22 19:49:10 2026 ----------
19:49:10 Sun Mar 22 2026 quantify transcripts 
Found realignment file(s): 	realign2transcript.bam
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/config_file_59636.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 @ Sun Mar 22 19:49:10 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Sun Mar 22 19:49:11 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sampleA_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sampleA_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample1_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample2_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample3_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: gene_quantification @ Sun Mar 22 19:49:11 2026 ----------------
19:49:11 Sun Mar 22 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample3_align2genome.bam'
	Counter({'counted_reads': 368, 'unmapped': 4})
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 67.11gene_group/s]
2026-03-22 19:49:13.125 R[59636:18517301] +[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, 1079448.22Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 158.33gene_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, 3108734.06Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 157.98gene_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, 2969629.00Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 104.78gene_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, 2007996.94Read/s]
-- Running step: isoform_identification @ Sun Mar 22 19:49:13 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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

Detected 6 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Sun Mar 22 19:49:20 2026 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample3_matched_reads_dedup.fastq.gz
	files found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sampleA_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sampleA_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample1_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample1_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample2_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample2_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample3_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample3_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

-- Running step: transcript_quantification @ Sun Mar 22 19:49:20 2026 ----------
2026-03-22T23:49:20.988287Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:49:20.988527Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sampleA_realign2transcript.bam, contains 5 reference sequences.
2026-03-22T23:49:20.988546Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:49:20.988552Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:49:20.988599Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:49:20.988607Z  INFO oarfish: parsed reference information for 5 transcripts.
2026-03-22T23:49:20.991906Z  INFO oarfish::single_cell: Processed 100 cells.
2026-03-22T23:49:21.098420Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:49:21.098647Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample1_realign2transcript.bam, contains 5 reference sequences.
2026-03-22T23:49:21.098663Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:49:21.098669Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:49:21.098724Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:49:21.098731Z  INFO oarfish: parsed reference information for 5 transcripts.
2026-03-22T23:49:21.211292Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:49:21.211484Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample2_realign2transcript.bam, contains 5 reference sequences.
2026-03-22T23:49:21.211515Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:49:21.211523Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:49:21.211585Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:49:21.211596Z  INFO oarfish: parsed reference information for 5 transcripts.
2026-03-22T23:49:21.325174Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:49:21.325434Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42dc90c4a/sample3_realign2transcript.bam, contains 5 reference sequences.
2026-03-22T23:49:21.325452Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:49:21.325457Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:49:21.325505Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:49:21.325513Z  INFO oarfish: parsed reference information for 5 transcripts.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/config_file_59636.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 @ Sun Mar 22 19:49:21 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Sun Mar 22 19:49:22 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sampleA_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sampleA_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample1_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample1_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample2_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample2_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample3_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample3_align2genome.bam
-- Running step: gene_quantification @ Sun Mar 22 19:49:30 2026 ----------------
19:49:30 Sun Mar 22 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample3_align2genome.bam'
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 57.25gene_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, 943048.84Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 154.84gene_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, 3074101.44Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 165.97gene_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, 3481328.02Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 113.17gene_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, 1814145.33Read/s]
-- Running step: isoform_identification @ Sun Mar 22 19:49:30 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

  |                                                                            
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  |                                                                            
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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 @ Sun Mar 22 19:49:38 2026 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample3_matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sampleA_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sampleA_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample1_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample1_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample2_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample2_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample3_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Sun Mar 22 19:49:47 2026 ----------
2026-03-22T23:49:47.164406Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:49:47.164628Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sampleA_realign2transcript.bam, contains 5 reference sequences.
2026-03-22T23:49:47.164658Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:49:47.164664Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:49:47.164739Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:49:47.164762Z  INFO oarfish: parsed reference information for 5 transcripts.
2026-03-22T23:49:47.168375Z  INFO oarfish::single_cell: Processed 100 cells.
2026-03-22T23:49:47.301373Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:49:47.301626Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample1_realign2transcript.bam, contains 5 reference sequences.
2026-03-22T23:49:47.301660Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:49:47.301667Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:49:47.301719Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:49:47.301735Z  INFO oarfish: parsed reference information for 5 transcripts.
2026-03-22T23:49:47.440716Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:49:47.440968Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample2_realign2transcript.bam, contains 5 reference sequences.
2026-03-22T23:49:47.440995Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:49:47.441001Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:49:47.441050Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:49:47.441060Z  INFO oarfish: parsed reference information for 5 transcripts.
2026-03-22T23:49:47.557758Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:49:47.557980Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42f703556/sample3_realign2transcript.bam, contains 5 reference sequences.
2026-03-22T23:49:47.557996Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:49:47.558000Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:49:47.558050Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:49:47.558060Z  INFO oarfish: parsed reference information for 5 transcripts.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/config_file_59636.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 @ Sun Mar 22 19:49:47 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Sun Mar 22 19:49:48 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sampleA_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/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//RtmpUZ783U/filee8f45a26d4/sample1_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/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//RtmpUZ783U/filee8f45a26d4/sample2_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/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//RtmpUZ783U/filee8f45a26d4/sample3_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/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 @ Sun Mar 22 19:49:49 2026 ----------------
19:49:49 Sun Mar 22 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample3_align2genome.bam'
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 71.86gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 893165.25Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 139.10gene_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, 3676633.94Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 124.94gene_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, 2024277.99Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 109.01gene_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, 1629742.00Read/s]
-- Running step: isoform_identification @ Sun Mar 22 19:49:49 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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  |                                                                            
  |==================                                                    |  25%
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Detected 6 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Sun Mar 22 19:49:56 2026 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample3_matched_reads_dedup.fastq.gz
	files found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sampleA_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/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//RtmpUZ783U/filee8f45a26d4/sample1_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/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//RtmpUZ783U/filee8f45a26d4/sample2_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/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//RtmpUZ783U/filee8f45a26d4/sample3_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/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 @ Sun Mar 22 19:49:56 2026 ----------
19:49:56 Sun Mar 22 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//RtmpUZ783U/filee8f45a26d4/sample3_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample3_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sampleA_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sampleA_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample2_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample2_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample1_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f45a26d4/sample1_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/config_file_59636.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 @ Sun Mar 22 19:49:57 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Sun Mar 22 19:49:58 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sampleA_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sampleA_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample1_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample1_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample2_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample2_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample3_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample3_align2genome.bam
-- Running step: gene_quantification @ Sun Mar 22 19:50:06 2026 ----------------
19:50:06 Sun Mar 22 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample3_align2genome.bam'
	Counter({'counted_reads': 168, 'not_enough_coverage': 6, 'unmapped': 2})
	Counter({'counted_reads': 347, 'not_enough_coverage': 9, 'unmapped': 2})
	Counter({'counted_reads': 92, 'not_enough_coverage': 3})
	Counter({'counted_reads': 89, 'not_enough_coverage': 2})
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 69.10gene_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, 842297.37Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 144.30gene_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, 2917573.73Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 160.77gene_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, 3168860.68Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 116.32gene_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, 1779056.67Read/s]
-- Running step: isoform_identification @ Sun Mar 22 19:50:06 2026 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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

Detected 6 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Sun Mar 22 19:50:14 2026 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample3_matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sampleA_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sampleA_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample1_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample1_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample2_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample2_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample3_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Sun Mar 22 19:50:22 2026 ----------
19:50:22 Sun Mar 22 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//RtmpUZ783U/filee8f42132e251/sample3_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample3_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sampleA_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sampleA_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample2_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample2_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample1_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f42132e251/sample1_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/config_file_59636.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 @ Sun Mar 22 19:50:23 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Sun Mar 22 19:50:23 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sampleA_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sampleA_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample1_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample2_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample3_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: gene_quantification @ Sun Mar 22 19:50:24 2026 ----------------
19:50:24 Sun Mar 22 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample3_align2genome.bam'
	Counter({'counted_reads': 168, 'not_enough_coverage': 6, 'unmapped': 2})
	Counter({'counted_reads': 347, 'not_enough_coverage': 9, 'unmapped': 2})
	Counter({'counted_reads': 92, 'not_enough_coverage': 3})
	Counter({'counted_reads': 89, 'not_enough_coverage': 2})
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 73.08gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 957516.21Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 170.36gene_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, 2899823.01Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 141.94gene_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, 2840899.49Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 105.78gene_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, 2097152.00Read/s]
-- Running step: isoform_identification @ Sun Mar 22 19:50:24 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Sun Mar 22 19:50:24 2026 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample3_matched_reads_dedup.fastq.gz
	files found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sampleA_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sampleA_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample1_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample1_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample2_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample2_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample3_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample3_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

-- Running step: transcript_quantification @ Sun Mar 22 19:50:25 2026 ----------
2026-03-22T23:50:25.751444Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:50:25.751731Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sampleA_realign2transcript.bam, contains 14 reference sequences.
2026-03-22T23:50:25.751748Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:50:25.751754Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:50:25.751822Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:50:25.751833Z  INFO oarfish: parsed reference information for 14 transcripts.
2026-03-22T23:50:25.758361Z  INFO oarfish::single_cell: Processed 100 cells.
2026-03-22T23:50:25.938037Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:50:25.938258Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample1_realign2transcript.bam, contains 14 reference sequences.
2026-03-22T23:50:25.938272Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:50:25.938278Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:50:25.938338Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:50:25.938348Z  INFO oarfish: parsed reference information for 14 transcripts.
2026-03-22T23:50:26.124360Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:50:26.124616Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample2_realign2transcript.bam, contains 14 reference sequences.
2026-03-22T23:50:26.124633Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:50:26.124638Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:50:26.124705Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:50:26.124717Z  INFO oarfish: parsed reference information for 14 transcripts.
2026-03-22T23:50:26.303572Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:50:26.303933Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f4445c1295/sample3_realign2transcript.bam, contains 14 reference sequences.
2026-03-22T23:50:26.303948Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:50:26.303952Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:50:26.304100Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:50:26.304111Z  INFO oarfish: parsed reference information for 14 transcripts.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/config_file_59636.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 @ Sun Mar 22 19:50:26 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Sun Mar 22 19:50:27 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sampleA_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sampleA_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample1_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample1_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample2_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample2_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample3_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample3_align2genome.bam
-- Running step: gene_quantification @ Sun Mar 22 19:50:35 2026 ----------------
19:50:35 Sun Mar 22 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample3_align2genome.bam'
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 61.36gene_group/s]
/Library/Frameworks/R.framework/Versions/4.6/Resources/library/FLAMES/python/count_gene.py:705: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`). Consider using `matplotlib.pyplot.close()`.
  plt.figure(figsize=(8, 6))
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 833261.28Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 124.88gene_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, 3181359.22Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 138.80gene_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, 2785062.42Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 108.57gene_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, 1684730.08Read/s]
-- Running step: isoform_identification @ Sun Mar 22 19:50:36 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Sun Mar 22 19:50:36 2026 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample3_matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sampleA_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sampleA_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample1_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample1_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample2_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample2_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample3_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Sun Mar 22 19:50:45 2026 ----------
2026-03-22T23:50:45.174284Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:50:45.174525Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sampleA_realign2transcript.bam, contains 14 reference sequences.
2026-03-22T23:50:45.174541Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:50:45.174546Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:50:45.174611Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:50:45.174623Z  INFO oarfish: parsed reference information for 14 transcripts.
2026-03-22T23:50:45.181276Z  INFO oarfish::single_cell: Processed 100 cells.
2026-03-22T23:50:45.452916Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:50:45.453190Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample1_realign2transcript.bam, contains 14 reference sequences.
2026-03-22T23:50:45.453207Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:50:45.453212Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:50:45.453285Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:50:45.453294Z  INFO oarfish: parsed reference information for 14 transcripts.
2026-03-22T23:50:45.654555Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:50:45.654795Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample2_realign2transcript.bam, contains 14 reference sequences.
2026-03-22T23:50:45.654812Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:50:45.654816Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:50:45.654875Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:50:45.654886Z  INFO oarfish: parsed reference information for 14 transcripts.
2026-03-22T23:50:45.848124Z  INFO oarfish: setting user-provided filter parameters.
2026-03-22T23:50:45.848384Z  INFO oarfish::alignment_parser: read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f47b5e73e1/sample3_realign2transcript.bam, contains 14 reference sequences.
2026-03-22T23:50:45.848400Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2026-03-22T23:50:45.848405Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2026-03-22T23:50:45.848471Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2026-03-22T23:50:45.848484Z  INFO oarfish: parsed reference information for 14 transcripts.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/config_file_59636.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 @ Sun Mar 22 19:50:46 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Sun Mar 22 19:50:46 2026 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sampleA_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/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//RtmpUZ783U/filee8f41a1aef73/sample1_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/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//RtmpUZ783U/filee8f41a1aef73/sample2_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/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//RtmpUZ783U/filee8f41a1aef73/sample3_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/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 @ Sun Mar 22 19:50:47 2026 ----------------
19:50:47 Sun Mar 22 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample3_align2genome.bam'
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 68.27gene_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, 858854.94Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 135.32gene_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, 2833989.19Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 122.37gene_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, 2879912.11Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 118.93gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1855886.73Read/s]
-- Running step: isoform_identification @ Sun Mar 22 19:50:47 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Sun Mar 22 19:50:47 2026 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample3_matched_reads_dedup.fastq.gz
	files found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sampleA_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/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//RtmpUZ783U/filee8f41a1aef73/sample1_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/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//RtmpUZ783U/filee8f41a1aef73/sample2_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/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//RtmpUZ783U/filee8f41a1aef73/sample3_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/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 @ Sun Mar 22 19:50:48 2026 ----------
19:50:48 Sun Mar 22 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//RtmpUZ783U/filee8f41a1aef73/sample3_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample3_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sampleA_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sampleA_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample2_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample2_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample1_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f41a1aef73/sample1_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/config_file_59636.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 @ Sun Mar 22 19:50:49 2026 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Sun Mar 22 19:50:50 2026 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sampleA_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sampleA_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample1_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample1_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample2_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample2_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample3_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample3_align2genome.bam
-- Running step: gene_quantification @ Sun Mar 22 19:50:58 2026 ----------------
19:50:58 Sun Mar 22 2026 quantify genes 
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample3_align2genome.bam'
	Counter({'counted_reads': 176})
	Counter({'counted_reads': 358})
	Counter({'counted_reads': 95})
	Counter({'counted_reads': 91})
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 67.72gene_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, 836118.33Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 68.02gene_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, 2860272.78Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 166.11gene_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, 2631967.87Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 74.10gene_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, 1709727.70Read/s]
-- Running step: isoform_identification @ Sun Mar 22 19:50:59 2026 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Sun Mar 22 19:50:59 2026 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample3_matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sampleA_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sampleA_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample1_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample1_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample2_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample2_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample3_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Sun Mar 22 19:51:07 2026 ----------
19:51:07 Sun Mar 22 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//RtmpUZ783U/filee8f451e5caaf/sample3_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample3_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sampleA_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sampleA_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample2_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample2_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample1_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpUZ783U/filee8f451e5caaf/sample1_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
[ FAIL 0 | WARN 182 | SKIP 0 | PASS 59 ]

[ FAIL 0 | WARN 182 | SKIP 0 | PASS 59 ]
	Counter({'counted_reads': 176})
	Counter({'counted_reads': 358})
	Counter({'counted_reads': 95})
	Counter({'counted_reads': 91})
> 
> proc.time()
   user  system elapsed 
288.151  18.826 311.225 
/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

nameusersystemelapsed
BulkPipeline2.1260.3092.682
MultiSampleSCPipeline5.0880.7806.586
SingleCellPipeline1.3890.1150.872
add_gene_counts0.0810.0020.083
annotation_to_fasta0.0540.0020.055
blaze2.5200.3703.047
bulk_long_pipeline1.7310.3841.362
combine_sce0.2390.0450.286
config-set0.0890.0220.114
config0.0890.0210.116
controllers-set0.1670.0400.218
controllers0.1020.0150.119
convolution_filter0.0010.0000.000
create_config0.0030.0010.004
create_sce_from_dir2.6520.6112.335
create_se_from_dir1.0830.2111.324
cutadapt0.0550.0200.076
example_pipeline0.1090.0170.130
experiment0.9510.1101.086
filter_annotation0.0150.0020.017
filter_coverage0.4320.0460.488
find_barcode0.1500.0260.199
find_bin0.0030.0060.010
find_variants7.0660.1986.972
get_coverage0.4610.0980.577
index_genome0.0940.0340.136
mutation_positions0.6250.0050.647
plot_coverage1.0150.0621.097
plot_demultiplex1.0510.1391.297
plot_demultiplex_raw0.5560.0360.614
plot_durations1.1530.1401.351
plot_isoform_heatmap2.7370.1752.961
plot_isoform_reduced_dim9.7310.1269.979
plot_isoforms1.2670.0231.317
resume_FLAMES1.0790.1231.237
run_FLAMES0.9700.1431.145
run_step0.4720.0430.526
sc_DTU_analysis3.8900.7103.595
sc_gene_entropy0.7380.3501.089
sc_genotype1.3560.3751.329
sc_impute_transcript0.1870.0050.192
sc_long_multisample_pipeline6.9311.2315.142
sc_long_pipeline2.2580.4331.688
sc_mutations1.3350.2291.226
sc_plot_genotype5.2070.1454.677
show-FLAMESPipeline0.1150.0180.138
steps-set0.1850.0230.213
steps0.0570.0150.075
weight_transcripts0.0110.0070.019