Back to Multiple platform build/check report for BioC 3.22:   simplified   long
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This page was generated on 2025-09-03 12:04 -0400 (Wed, 03 Sep 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.1 (2025-06-13) -- "Great Square Root" 4826
lconwaymacOS 12.7.1 Montereyx86_644.5.1 (2025-06-13) -- "Great Square Root" 4616
kjohnson3macOS 13.7.7 Venturaarm644.5.1 Patched (2025-06-14 r88325) -- "Great Square Root" 4563
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4541
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 730/2321HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
FLAMES 2.3.5  (landing page)
Changqing Wang
Snapshot Date: 2025-09-02 13:45 -0400 (Tue, 02 Sep 2025)
git_url: https://git.bioconductor.org/packages/FLAMES
git_branch: devel
git_last_commit: 1f17e9d
git_last_commit_date: 2025-08-25 02:02:57 -0400 (Mon, 25 Aug 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
lconwaymacOS 12.7.1 Monterey / x86_64  OK    OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
taishanLinux (openEuler 24.03 LTS) / aarch64  ERROR    ERROR  skipped


CHECK results for FLAMES on lconway

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: 2.3.5
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_2.3.5.tar.gz
StartedAt: 2025-09-02 20:50:26 -0400 (Tue, 02 Sep 2025)
EndedAt: 2025-09-02 21:15:58 -0400 (Tue, 02 Sep 2025)
EllapsedTime: 1532.9 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_2.3.5.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.22-bioc/meat/FLAMES.Rcheck’
* using R version 4.5.1 (2025-06-13)
* using platform: x86_64-apple-darwin20
* R was compiled by
    Apple clang version 14.0.0 (clang-1400.0.29.202)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Monterey 12.7.6
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘FLAMES/DESCRIPTION’ ... OK
* this is package ‘FLAMES’ version ‘2.3.5’
* 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-3.22-bioc/meat/FLAMES.Rcheck/00install.out’ for details.
* used C++ compiler: ‘Apple clang version 14.0.0 (clang-1400.0.29.202)’
* used SDK: ‘MacOSX11.3.sdk’
* checking C++ specification ... OK
* checking installed package size ... INFO
  installed size is  5.5Mb
  sub-directories of 1Mb or more:
    data   1.8Mb
    libs   1.8Mb
* 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 ‘demultiplexed_fastq’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible binding
  for global variable ‘barcodes_file’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible binding
  for global variable ‘outdir’
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 ‘demultiplexed_fastq’
barcode_demultiplex,FLAMES.SingleCellPipeline: no visible binding for
  global variable ‘barcodes_file’
barcode_demultiplex,FLAMES.SingleCellPipeline: no visible binding for
  global variable ‘outdir’
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/4.5-x86_64/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
find_variants                28.438  0.635  28.557
plot_isoform_reduced_dim     27.514  0.522  28.364
sc_long_multisample_pipeline 15.598  2.681  15.319
MultiSampleSCPipeline        13.922  2.179  17.920
sc_plot_genotype             11.784  0.330  11.233
sc_DTU_analysis               9.863  1.134   9.712
blaze                         8.569  1.114  10.672
plot_isoform_heatmap          8.634  0.477   9.188
create_sce_from_dir           7.548  1.410   7.632
sc_long_pipeline              5.318  0.798   4.864
bulk_long_pipeline            4.611  1.004   4.303
BulkPipeline                  4.915  0.688   6.153
* 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-3.22-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/4.5-x86_64/Resources/library’
* installing *source* package ‘FLAMES’ ...
** this is package ‘FLAMES’ version ‘2.3.5’
** using non-staged installation via StagedInstall field
** libs
/bin/sh: rustc: command not found
using C++ compiler: ‘Apple clang version 14.0.0 (clang-1400.0.29.202)’
using C++17
using SDK: ‘MacOSX11.3.sdk’
/bin/sh: rustc: command not found
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c RcppExports.cpp -o RcppExports.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c RcppFunctions.cpp -o RcppFunctions.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c classes/BamRecord.cpp -o classes/BamRecord.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c classes/GFFRecord.cpp -o classes/GFFRecord.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c classes/GeneAnnotationParser.cpp -o classes/GeneAnnotationParser.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c classes/Isoforms.cpp -o classes/Isoforms.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c classes/junctions.cpp -o classes/junctions.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c main-functions/find_isoform.cpp -o main-functions/find_isoform.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c main-functions/flexiplex.cpp -o main-functions/flexiplex.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c main-functions/get_transcript_seq.cpp -o main-functions/get_transcript_seq.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c main-functions/group_bam2isoform.cpp -o main-functions/group_bam2isoform.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/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]
  unsigned int end;
               ^
1 warning generated.
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c tests/test-junctions.cpp -o tests/test-junctions.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c tests/test-parsing.cpp -o tests/test-parsing.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c utility/cigars.cpp -o utility/cigars.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/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 x86_64 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/testthat/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c utility/bam.c -o utility/bam.o
clang++ -arch x86_64 -std=gnu++17 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/x86_64/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/4.5-x86_64/Resources/library/Rhtslib/usrlib/libhts.a -lcurl -lbz2 -llzma -lz -F/Library/Frameworks/R.framework/.. -framework R
if test -e "/usr/bin/strip" & test -e "/bin/uname" & [[ `uname` == "Linux" ]] ; then /usr/bin/strip --strip-debug FLAMES.so; fi
Building for x86_64
(cd submodule/minimap2 && make -f Makefile CFLAGS="-falign-functions=64 -Wall -g -O2  -Wno-unused-result" minimap2)
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  main.c -o main.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  kthread.c -o kthread.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  kalloc.c -o kalloc.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  misc.c -o misc.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  bseq.c -o bseq.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  sketch.c -o sketch.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  sdust.c -o sdust.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  options.c -o options.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  index.c -o index.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  lchain.c -o lchain.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  align.c -o align.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  hit.c -o hit.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  seed.c -o seed.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  jump.c -o jump.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  map.c -o map.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  format.c -o format.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  pe.c -o pe.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  esterr.c -o esterr.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -DHAVE_KALLOC  splitidx.c -o splitidx.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -msse2 -DHAVE_KALLOC  ksw2_ll_sse.c -o ksw2_ll_sse.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -msse4.1 -DHAVE_KALLOC -DKSW_CPU_DISPATCH  ksw2_extz2_sse.c -o ksw2_extz2_sse41.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -msse4.1 -DHAVE_KALLOC -DKSW_CPU_DISPATCH  ksw2_extd2_sse.c -o ksw2_extd2_sse41.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -msse4.1 -DHAVE_KALLOC -DKSW_CPU_DISPATCH  ksw2_exts2_sse.c -o ksw2_exts2_sse41.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -msse2 -mno-sse4.1 -DHAVE_KALLOC -DKSW_CPU_DISPATCH -DKSW_SSE2_ONLY  ksw2_extz2_sse.c -o ksw2_extz2_sse2.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -msse2 -mno-sse4.1 -DHAVE_KALLOC -DKSW_CPU_DISPATCH -DKSW_SSE2_ONLY  ksw2_extd2_sse.c -o ksw2_extd2_sse2.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -msse2 -mno-sse4.1 -DHAVE_KALLOC -DKSW_CPU_DISPATCH -DKSW_SSE2_ONLY  ksw2_exts2_sse.c -o ksw2_exts2_sse2.o
cc -c -falign-functions=64 -Wall -g -O2  -Wno-unused-result -msse4.1 -DHAVE_KALLOC -DKSW_CPU_DISPATCH  ksw2_dispatch.c -o ksw2_dispatch.o
ar -csru libminimap2.a kthread.o kalloc.o misc.o bseq.o sketch.o sdust.o options.o index.o lchain.o align.o hit.o seed.o jump.o map.o format.o pe.o esterr.o splitidx.o ksw2_ll_sse.o ksw2_extz2_sse41.o ksw2_extd2_sse41.o ksw2_exts2_sse41.o ksw2_extz2_sse2.o ksw2_extd2_sse2.o ksw2_exts2_sse2.o ksw2_dispatch.o
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-3.22-bioc/meat/FLAMES/src/../inst/bin"
Installing binary to /Users/biocbuild/bbs-3.22-bioc/meat/FLAMES/src/../inst/bin
mkdir -p ../inst/bin
cp submodule/minimap2/minimap2 ../inst/bin/
Cargo not found, skipping oarfish installation.
installing to /Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/FLAMES/libs
** R
** data
** inst
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
*** copying figures
** building package indices
** installing vignettes
** testing if installed package can be loaded
* DONE (FLAMES)

Tests output

FLAMES.Rcheck/tests/testthat.Rout


R version 4.5.1 (2025-06-13) -- "Great Square Root"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-apple-darwin20

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:  /tmp/RtmpvsQyrT/file11f23314cfeee/config_file_73507.json 
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f23314cfeee/config_file_73507.json 
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f23314cfeee/config_file_73507.json 
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f23688ffaec/config_file_73507.json 
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f239cb644d/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.5-x86_64/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 /tmp/RtmpvsQyrT/file11f23264d25e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.5-x86_64/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 /tmp/RtmpvsQyrT/file11f23264d25e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f235377f273/musc_rps24_1.fastq
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f235377f273/musc_rps24_2.fastq
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f235377f273/musc_rps24_3.fastq
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f235377f273/musc_rps24_4.fastq
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
Skipping TSO trimming...
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2363b326b0/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.5-x86_64/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:  /tmp/RtmpvsQyrT/file11f235f7a62e6/config_file_73507.json 
Configured steps: 
	genome_alignment: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: genome_alignment @ Tue Sep  2 21:00:55 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /tmp/RtmpvsQyrT/file11f235f7a62e6/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample2 -> /tmp/RtmpvsQyrT/file11f235f7a62e6/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample3 -> /tmp/RtmpvsQyrT/file11f235f7a62e6/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: isoform_identification @ Tue Sep  2 21:00:57 2025 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

  |                                                                            
  |                                                                      |   0%[21:01:03] WARNING: src/learner.cc:553: 
  If you are loading a serialized model (like pickle in Python, RDS in R) generated by
  older XGBoost, please export the model by calling `Booster.save_model` from that version
  first, then load it back in current version. See:

    https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html

  for more details about differences between saving model and serializing.

[21:01:03] WARNING: src/learner.cc:553: 
  If you are loading a serialized model (like pickle in Python, RDS in R) generated by
  older XGBoost, please export the model by calling `Booster.save_model` from that version
  first, then load it back in current version. See:

    https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html

  for more details about differences between saving model and serializing.

[21:01:03] WARNING: src/learner.cc:553: 
  If you are loading a serialized model (like pickle in Python, RDS in R) generated by
  older XGBoost, please export the model by calling `Booster.save_model` from that version
  first, then load it back in current version. See:

    https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html

  for more details about differences between saving model and serializing.

[21:01:04] WARNING: src/learner.cc:553: 
  If you are loading a serialized model (like pickle in Python, RDS in R) generated by
  older XGBoost, please export the model by calling `Booster.save_model` from that version
  first, then load it back in current version. See:

    https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html

  for more details about differences between saving model and serializing.

[21:01:05] WARNING: src/learner.cc:553: 
  If you are loading a serialized model (like pickle in Python, RDS in R) generated by
  older XGBoost, please export the model by calling `Booster.save_model` from that version
  first, then load it back in current version. See:

    https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html

  for more details about differences between saving model and serializing.

[21:01:05] WARNING: src/learner.cc:553: 
  If you are loading a serialized model (like pickle in Python, RDS in R) generated by
  older XGBoost, please export the model by calling `Booster.save_model` from that version
  first, then load it back in current version. See:

    https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html

  for more details about differences between saving model and serializing.


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

Detected 4 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Sep  2 21:01:26 2025 -------------------
Realigning sample sample1 -> /tmp/RtmpvsQyrT/file11f235f7a62e6/sample1_realign2transcript.bam
Skipped sorting BAM files.

Realigning sample sample2 -> /tmp/RtmpvsQyrT/file11f235f7a62e6/sample2_realign2transcript.bam
Skipped sorting BAM files.

Realigning sample sample3 -> /tmp/RtmpvsQyrT/file11f235f7a62e6/sample3_realign2transcript.bam
Skipped sorting BAM files.

-- Running step: transcript_quantification @ Tue Sep  2 21:01:26 2025 ----------
2025-09-03T01:01:26.918656Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:01:26.919444Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f235f7a62e6/sample1_realign2transcript.bam, contains 5 reference sequences.
2025-09-03T01:01:26.919489Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:01:26.919509Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:01:26.919644Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:01:26.919666Z  INFO oarfish: parsed reference information for 5 transcripts.
2025-09-03T01:01:26.922044Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2025-09-03T01:01:26.922388Z  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    │
╰─────────────────────────────────┴───────╯

2025-09-03T01:01:26.922503Z  INFO oarfish::bulk: Total number of alignment records : 116
2025-09-03T01:01:26.922516Z  INFO oarfish::bulk: number of aligned reads : 96
2025-09-03T01:01:26.922525Z  INFO oarfish::bulk: number of unique alignments : 86
2025-09-03T01:01:26.927954Z  INFO oarfish: oarfish completed successfully.
2025-09-03T01:01:26.994373Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:01:26.995092Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f235f7a62e6/sample2_realign2transcript.bam, contains 5 reference sequences.
2025-09-03T01:01:26.995137Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:01:26.995152Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:01:26.995290Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:01:26.995313Z  INFO oarfish: parsed reference information for 5 transcripts.
2025-09-03T01:01:26.998329Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2025-09-03T01:01:26.998675Z  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    │
╰─────────────────────────────────┴───────╯

2025-09-03T01:01:26.998730Z  INFO oarfish::bulk: Total number of alignment records : 114
2025-09-03T01:01:26.998738Z  INFO oarfish::bulk: number of aligned reads : 95
2025-09-03T01:01:26.998744Z  INFO oarfish::bulk: number of unique alignments : 82
2025-09-03T01:01:27.002080Z  INFO oarfish: oarfish completed successfully.
2025-09-03T01:01:27.056384Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:01:27.057080Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f235f7a62e6/sample3_realign2transcript.bam, contains 5 reference sequences.
2025-09-03T01:01:27.057114Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:01:27.057124Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:01:27.057228Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:01:27.057240Z  INFO oarfish: parsed reference information for 5 transcripts.
2025-09-03T01:01:27.061436Z  INFO oarfish::alignment_parser: the alignment file contained 2 unmapped read records.
2025-09-03T01:01:27.062014Z  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   │
╰─────────────────────────────────┴───────╯

2025-09-03T01:01:27.062110Z  INFO oarfish::bulk: Total number of alignment records : 239
2025-09-03T01:01:27.062120Z  INFO oarfish::bulk: number of aligned reads : 179
2025-09-03T01:01:27.062127Z  INFO oarfish::bulk: number of unique alignments : 143
2025-09-03T01:01:27.066584Z  INFO oarfish: oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f237e469f30/config_file_73507.json 
Configured steps: 
	genome_alignment: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: genome_alignment @ Tue Sep  2 21:01:27 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/tmp/RtmpvsQyrT/file11f237e469f30/sample1_align2genome.bam
sample2 ->/tmp/RtmpvsQyrT/file11f237e469f30/sample2_align2genome.bam
sample3 ->/tmp/RtmpvsQyrT/file11f237e469f30/sample3_align2genome.bam
-- Running step: isoform_identification @ Tue Sep  2 21:01:51 2025 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

  |                                                                            
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  |                                                                            
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Detected 4 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Sep  2 21:02:15 2025 -------------------
Realignment complete for the following samples:
sample1 ->/tmp/RtmpvsQyrT/file11f237e469f30/sample1_realign2transcript.bam
sample2 ->/tmp/RtmpvsQyrT/file11f237e469f30/sample2_realign2transcript.bam
sample3 ->/tmp/RtmpvsQyrT/file11f237e469f30/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Tue Sep  2 21:02:37 2025 ----------
2025-09-03T01:02:37.655242Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:02:37.656066Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f237e469f30/sample1_realign2transcript.bam, contains 5 reference sequences.
2025-09-03T01:02:37.656155Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:02:37.656172Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:02:37.656314Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:02:37.656334Z  INFO oarfish: parsed reference information for 5 transcripts.
2025-09-03T01:02:37.658493Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2025-09-03T01:02:37.658805Z  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    │
╰─────────────────────────────────┴───────╯

2025-09-03T01:02:37.658850Z  INFO oarfish::bulk: Total number of alignment records : 116
2025-09-03T01:02:37.658859Z  INFO oarfish::bulk: number of aligned reads : 96
2025-09-03T01:02:37.658865Z  INFO oarfish::bulk: number of unique alignments : 86
2025-09-03T01:02:37.663301Z  INFO oarfish: oarfish completed successfully.
2025-09-03T01:02:37.713805Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:02:37.714497Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f237e469f30/sample2_realign2transcript.bam, contains 5 reference sequences.
2025-09-03T01:02:37.714533Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:02:37.714543Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:02:37.714644Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:02:37.714657Z  INFO oarfish: parsed reference information for 5 transcripts.
2025-09-03T01:02:37.716760Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2025-09-03T01:02:37.717040Z  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    │
╰─────────────────────────────────┴───────╯

2025-09-03T01:02:37.717127Z  INFO oarfish::bulk: Total number of alignment records : 114
2025-09-03T01:02:37.717140Z  INFO oarfish::bulk: number of aligned reads : 95
2025-09-03T01:02:37.717149Z  INFO oarfish::bulk: number of unique alignments : 82
2025-09-03T01:02:37.721536Z  INFO oarfish: oarfish completed successfully.
2025-09-03T01:02:37.781823Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:02:37.782562Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f237e469f30/sample3_realign2transcript.bam, contains 5 reference sequences.
2025-09-03T01:02:37.782597Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:02:37.782607Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:02:37.782718Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:02:37.782732Z  INFO oarfish: parsed reference information for 5 transcripts.
2025-09-03T01:02:37.786903Z  INFO oarfish::alignment_parser: the alignment file contained 2 unmapped read records.
2025-09-03T01:02:37.787268Z  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   │
╰─────────────────────────────────┴───────╯

2025-09-03T01:02:37.787321Z  INFO oarfish::bulk: Total number of alignment records : 239
2025-09-03T01:02:37.787330Z  INFO oarfish::bulk: number of aligned reads : 179
2025-09-03T01:02:37.787337Z  INFO oarfish::bulk: number of unique alignments : 143
2025-09-03T01:02:37.790891Z  INFO oarfish: oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f23232ebbb0/config_file_73507.json 
Configured steps: 
	genome_alignment: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: genome_alignment @ Tue Sep  2 21:02:38 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /tmp/RtmpvsQyrT/file11f23232ebbb0/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample2 -> /tmp/RtmpvsQyrT/file11f23232ebbb0/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample3 -> /tmp/RtmpvsQyrT/file11f23232ebbb0/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: isoform_identification @ Tue Sep  2 21:02:39 2025 -------------
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 @ Tue Sep  2 21:03:01 2025 -------------------
Realigning sample sample1 -> /tmp/RtmpvsQyrT/file11f23232ebbb0/sample1_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample sample2 -> /tmp/RtmpvsQyrT/file11f23232ebbb0/sample2_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample sample3 -> /tmp/RtmpvsQyrT/file11f23232ebbb0/sample3_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: transcript_quantification @ Tue Sep  2 21:03:02 2025 ----------
21:03:02 Tue Sep 02 2025 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f234bdff195/config_file_73507.json 
Configured steps: 
	genome_alignment: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: genome_alignment @ Tue Sep  2 21:03:04 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/tmp/RtmpvsQyrT/file11f234bdff195/sample1_align2genome.bam
sample2 ->/tmp/RtmpvsQyrT/file11f234bdff195/sample2_align2genome.bam
sample3 ->/tmp/RtmpvsQyrT/file11f234bdff195/sample3_align2genome.bam
-- Running step: isoform_identification @ Tue Sep  2 21:03:28 2025 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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

Detected 4 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Sep  2 21:03:50 2025 -------------------
Realignment complete for the following samples:
sample1 ->/tmp/RtmpvsQyrT/file11f234bdff195/sample1_realign2transcript.bam
sample2 ->/tmp/RtmpvsQyrT/file11f234bdff195/sample2_realign2transcript.bam
sample3 ->/tmp/RtmpvsQyrT/file11f234bdff195/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Tue Sep  2 21:04:12 2025 ----------
21:04:12 Tue Sep 02 2025 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
Inputs:  ['/tmp/RtmpvsQyrT/file11f23232ebbb0/sample3_realign2transcript.bam', '/tmp/RtmpvsQyrT/file11f23232ebbb0/sample2_realign2transcript.bam', '/tmp/RtmpvsQyrT/file11f23232ebbb0/sample1_realign2transcript.bam'] /tmp/RtmpvsQyrT/file11f23232ebbb0/transcript_assembly.fa.fai 5 0.4 0.4
	Counter({'counted_reads': 375, 'not_enough_coverage': 16, 'unmapped': 2})
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f2371a2373f/config_file_73507.json 
Configured steps: 
	genome_alignment: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: genome_alignment @ Tue Sep  2 21:04:14 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /tmp/RtmpvsQyrT/file11f2371a2373f/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample2 -> /tmp/RtmpvsQyrT/file11f2371a2373f/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample3 -> /tmp/RtmpvsQyrT/file11f2371a2373f/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: isoform_identification @ Tue Sep  2 21:04:15 2025 -------------
Inputs:  ['/tmp/RtmpvsQyrT/file11f234bdff195/sample3_realign2transcript.bam', '/tmp/RtmpvsQyrT/file11f234bdff195/sample2_realign2transcript.bam', '/tmp/RtmpvsQyrT/file11f234bdff195/sample1_realign2transcript.bam'] /tmp/RtmpvsQyrT/file11f234bdff195/transcript_assembly.fa.fai 5 0.4 0.4
	Counter({'counted_reads': 375, 'not_enough_coverage': 16, 'unmapped': 2})
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Sep  2 21:04:16 2025 -------------------
Realigning sample sample1 -> /tmp/RtmpvsQyrT/file11f2371a2373f/sample1_realign2transcript.bam
Skipped sorting BAM files.

Realigning sample sample2 -> /tmp/RtmpvsQyrT/file11f2371a2373f/sample2_realign2transcript.bam
Skipped sorting BAM files.

Realigning sample sample3 -> /tmp/RtmpvsQyrT/file11f2371a2373f/sample3_realign2transcript.bam
Skipped sorting BAM files.

-- Running step: transcript_quantification @ Tue Sep  2 21:04:17 2025 ----------
2025-09-03T01:04:17.224065Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:04:17.224741Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f2371a2373f/sample1_realign2transcript.bam, contains 10 reference sequences.
2025-09-03T01:04:17.224789Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:04:17.224808Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:04:17.224972Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:04:17.224997Z  INFO oarfish: parsed reference information for 10 transcripts.
2025-09-03T01:04:17.228627Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2025-09-03T01:04:17.228962Z  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    │
╰─────────────────────────────────┴───────╯

2025-09-03T01:04:17.229021Z  INFO oarfish::bulk: Total number of alignment records : 125
2025-09-03T01:04:17.229030Z  INFO oarfish::bulk: number of aligned reads : 98
2025-09-03T01:04:17.229036Z  INFO oarfish::bulk: number of unique alignments : 86
2025-09-03T01:04:17.233425Z  INFO oarfish: oarfish completed successfully.
2025-09-03T01:04:17.288183Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:04:17.288823Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f2371a2373f/sample2_realign2transcript.bam, contains 10 reference sequences.
2025-09-03T01:04:17.288871Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:04:17.288887Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:04:17.289100Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:04:17.289126Z  INFO oarfish: parsed reference information for 10 transcripts.
2025-09-03T01:04:17.293439Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2025-09-03T01:04:17.293771Z  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    │
╰─────────────────────────────────┴───────╯

2025-09-03T01:04:17.293826Z  INFO oarfish::bulk: Total number of alignment records : 136
2025-09-03T01:04:17.293834Z  INFO oarfish::bulk: number of aligned reads : 97
2025-09-03T01:04:17.293840Z  INFO oarfish::bulk: number of unique alignments : 79
2025-09-03T01:04:17.297775Z  INFO oarfish: oarfish completed successfully.
2025-09-03T01:04:17.351982Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:04:17.352720Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f2371a2373f/sample3_realign2transcript.bam, contains 10 reference sequences.
2025-09-03T01:04:17.352767Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:04:17.352781Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:04:17.352979Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:04:17.353000Z  INFO oarfish: parsed reference information for 10 transcripts.
2025-09-03T01:04:17.361207Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2025-09-03T01:04:17.361662Z  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   │
╰─────────────────────────────────┴───────╯

2025-09-03T01:04:17.361742Z  INFO oarfish::bulk: Total number of alignment records : 272
2025-09-03T01:04:17.361755Z  INFO oarfish::bulk: number of aligned reads : 187
2025-09-03T01:04:17.361764Z  INFO oarfish::bulk: number of unique alignments : 140
2025-09-03T01:04:17.366271Z  INFO oarfish: oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f233d3eeedd/config_file_73507.json 
Configured steps: 
	genome_alignment: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: genome_alignment @ Tue Sep  2 21:04:17 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/tmp/RtmpvsQyrT/file11f233d3eeedd/sample1_align2genome.bam
sample2 ->/tmp/RtmpvsQyrT/file11f233d3eeedd/sample2_align2genome.bam
sample3 ->/tmp/RtmpvsQyrT/file11f233d3eeedd/sample3_align2genome.bam
-- Running step: isoform_identification @ Tue Sep  2 21:04:40 2025 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Sep  2 21:04:40 2025 -------------------
Realignment complete for the following samples:
sample1 ->/tmp/RtmpvsQyrT/file11f233d3eeedd/sample1_realign2transcript.bam
sample2 ->/tmp/RtmpvsQyrT/file11f233d3eeedd/sample2_realign2transcript.bam
sample3 ->/tmp/RtmpvsQyrT/file11f233d3eeedd/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Tue Sep  2 21:05:03 2025 ----------
2025-09-03T01:05:03.261245Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:05:03.261987Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f233d3eeedd/sample1_realign2transcript.bam, contains 10 reference sequences.
2025-09-03T01:05:03.262044Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:05:03.262130Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:05:03.262417Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:05:03.262459Z  INFO oarfish: parsed reference information for 10 transcripts.
2025-09-03T01:05:03.266962Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2025-09-03T01:05:03.267547Z  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    │
╰─────────────────────────────────┴───────╯

2025-09-03T01:05:03.267639Z  INFO oarfish::bulk: Total number of alignment records : 125
2025-09-03T01:05:03.267653Z  INFO oarfish::bulk: number of aligned reads : 98
2025-09-03T01:05:03.267663Z  INFO oarfish::bulk: number of unique alignments : 86
2025-09-03T01:05:03.272503Z  INFO oarfish: oarfish completed successfully.
2025-09-03T01:05:03.323072Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:05:03.323729Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f233d3eeedd/sample2_realign2transcript.bam, contains 10 reference sequences.
2025-09-03T01:05:03.323777Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:05:03.323791Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:05:03.324101Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:05:03.324146Z  INFO oarfish: parsed reference information for 10 transcripts.
2025-09-03T01:05:03.328752Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2025-09-03T01:05:03.329402Z  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    │
╰─────────────────────────────────┴───────╯

2025-09-03T01:05:03.329505Z  INFO oarfish::bulk: Total number of alignment records : 136
2025-09-03T01:05:03.329520Z  INFO oarfish::bulk: number of aligned reads : 97
2025-09-03T01:05:03.329559Z  INFO oarfish::bulk: number of unique alignments : 79
2025-09-03T01:05:03.334166Z  INFO oarfish: oarfish completed successfully.
2025-09-03T01:05:03.385356Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:05:03.386129Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f233d3eeedd/sample3_realign2transcript.bam, contains 10 reference sequences.
2025-09-03T01:05:03.386181Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:05:03.386198Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:05:03.386373Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:05:03.386399Z  INFO oarfish: parsed reference information for 10 transcripts.
2025-09-03T01:05:03.393917Z  INFO oarfish::alignment_parser: the alignment file contained 0 unmapped read records.
2025-09-03T01:05:03.394251Z  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   │
╰─────────────────────────────────┴───────╯

2025-09-03T01:05:03.394297Z  INFO oarfish::bulk: Total number of alignment records : 272
2025-09-03T01:05:03.394306Z  INFO oarfish::bulk: number of aligned reads : 187
2025-09-03T01:05:03.394338Z  INFO oarfish::bulk: number of unique alignments : 140
2025-09-03T01:05:03.398856Z  INFO oarfish: oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f23617c493b/config_file_73507.json 
Configured steps: 
	genome_alignment: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: genome_alignment @ Tue Sep  2 21:05:04 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /tmp/RtmpvsQyrT/file11f23617c493b/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample2 -> /tmp/RtmpvsQyrT/file11f23617c493b/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample sample3 -> /tmp/RtmpvsQyrT/file11f23617c493b/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: isoform_identification @ Tue Sep  2 21:05:05 2025 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Sep  2 21:05:06 2025 -------------------
Realigning sample sample1 -> /tmp/RtmpvsQyrT/file11f23617c493b/sample1_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample sample2 -> /tmp/RtmpvsQyrT/file11f23617c493b/sample2_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample sample3 -> /tmp/RtmpvsQyrT/file11f23617c493b/sample3_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: transcript_quantification @ Tue Sep  2 21:05:06 2025 ----------
21:05:06 Tue Sep 02 2025 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f2316ea4c8e/config_file_73507.json 
Configured steps: 
	genome_alignment: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: genome_alignment @ Tue Sep  2 21:05:09 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/tmp/RtmpvsQyrT/file11f2316ea4c8e/sample1_align2genome.bam
sample2 ->/tmp/RtmpvsQyrT/file11f2316ea4c8e/sample2_align2genome.bam
sample3 ->/tmp/RtmpvsQyrT/file11f2316ea4c8e/sample3_align2genome.bam
-- Running step: isoform_identification @ Tue Sep  2 21:05:31 2025 -------------
Inputs:  ['/tmp/RtmpvsQyrT/file11f23617c493b/sample3_realign2transcript.bam', '/tmp/RtmpvsQyrT/file11f23617c493b/sample2_realign2transcript.bam', '/tmp/RtmpvsQyrT/file11f23617c493b/sample1_realign2transcript.bam'] /tmp/RtmpvsQyrT/file11f23617c493b/transcript_assembly.fa.fai 5 0.4 0.4
	Counter({'counted_reads': 391, 'not_enough_coverage': 2})
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Sep  2 21:05:31 2025 -------------------
Realignment complete for the following samples:
sample1 ->/tmp/RtmpvsQyrT/file11f2316ea4c8e/sample1_realign2transcript.bam
sample2 ->/tmp/RtmpvsQyrT/file11f2316ea4c8e/sample2_realign2transcript.bam
sample3 ->/tmp/RtmpvsQyrT/file11f2316ea4c8e/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Tue Sep  2 21:05:53 2025 ----------
21:05:53 Tue Sep 02 2025 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f23300e6ed9/config_file_73507.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Sep  2 21:05:55 2025 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f23300e6ed9/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.5-x86_64/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 @ Tue Sep  2 21:05:55 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /tmp/RtmpvsQyrT/file11f23300e6ed9/matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f23300e6ed9/align2genome.bam
Sorting BAM files by genome coordinates with 8 threads...

Indexing bam files
-- Running step: isoform_identification @ Tue Sep  2 21:05:55 2025 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---
Detected 2 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Sep  2 21:06:07 2025 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f23300e6ed9/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f23300e6ed9/matched_reads_dedup.fastq.gz
	files not found
Realigning sample /tmp/RtmpvsQyrT/file11f23300e6ed9/matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f23300e6ed9/realign2transcript.bam
Sorting BAM files by 8 with CB threads...

[bam_sort_core] merging from 0 files and 8 in-memory blocks...
-- Running step: transcript_quantification @ Tue Sep  2 21:06:07 2025 ----------
2025-09-03T01:06:07.739155Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:06:07.739913Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f23300e6ed9/realign2transcript.bam, contains 5 reference sequences.
2025-09-03T01:06:07.739969Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:06:07.739987Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:06:07.740124Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:06:07.740144Z  INFO oarfish: parsed reference information for 5 transcripts.
2025-09-03T01:06:07.748082Z  INFO oarfish::single_cell: Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f23723cc914/config_file_73507.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Sep  2 21:06:08 2025 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f23723cc914/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.5-x86_64/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 @ Tue Sep  2 21:06:08 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/tmp/RtmpvsQyrT/file11f23723cc914/matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f23723cc914/align2genome.bam
-- Running step: isoform_identification @ Tue Sep  2 21:06:30 2025 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---
Detected 2 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Sep  2 21:06:41 2025 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f23723cc914/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f23723cc914/matched_reads_dedup.fastq.gz
	files not found
Realignment complete for the following samples:
/tmp/RtmpvsQyrT/file11f23723cc914/matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f23723cc914/realign2transcript.bam
-- Running step: transcript_quantification @ Tue Sep  2 21:07:03 2025 ----------
2025-09-03T01:07:03.385770Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:07:03.386567Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f23723cc914/realign2transcript.bam, contains 5 reference sequences.
2025-09-03T01:07:03.386619Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:07:03.386642Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:07:03.386793Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:07:03.386819Z  INFO oarfish: parsed reference information for 5 transcripts.
2025-09-03T01:07:03.394823Z  INFO oarfish::single_cell: Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f2375a89011/config_file_73507.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Sep  2 21:07:04 2025 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2375a89011/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.5-x86_64/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 @ Tue Sep  2 21:07:04 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /tmp/RtmpvsQyrT/file11f2375a89011/matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f2375a89011/align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 8 threads...

Indexing bam files
-- Running step: isoform_identification @ Tue Sep  2 21:07:05 2025 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---
Detected 2 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Sep  2 21:07:16 2025 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2375a89011/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2375a89011/matched_reads_dedup.fastq.gz
	files not found
Realigning sample /tmp/RtmpvsQyrT/file11f2375a89011/matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f2375a89011/realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 8 threads...

[bam_sort_core] merging from 0 files and 8 in-memory blocks...
Indexing bam files
-- Running step: transcript_quantification @ Tue Sep  2 21:07:16 2025 ----------
21:07:16 Tue Sep 02 2025 quantify transcripts 
Found realignment file(s): 	realign2transcript.bam
Inputs:  ['/tmp/RtmpvsQyrT/file11f2316ea4c8e/sample3_realign2transcript.bam', '/tmp/RtmpvsQyrT/file11f2316ea4c8e/sample2_realign2transcript.bam', '/tmp/RtmpvsQyrT/file11f2316ea4c8e/sample1_realign2transcript.bam'] /tmp/RtmpvsQyrT/file11f2316ea4c8e/transcript_assembly.fa.fai 5 0.4 0.4
	Counter({'counted_reads': 391, 'not_enough_coverage': 2})
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f23479a6728/config_file_73507.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Sep  2 21:07:17 2025 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f23479a6728/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.5-x86_64/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 @ Tue Sep  2 21:07:17 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/tmp/RtmpvsQyrT/file11f23479a6728/matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f23479a6728/align2genome.bam
-- Running step: isoform_identification @ Tue Sep  2 21:07:40 2025 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---
Detected 2 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Sep  2 21:07:51 2025 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f23479a6728/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f23479a6728/matched_reads_dedup.fastq.gz
	files not found
Realignment complete for the following samples:
/tmp/RtmpvsQyrT/file11f23479a6728/matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f23479a6728/realign2transcript.bam
-- Running step: transcript_quantification @ Tue Sep  2 21:08:12 2025 ----------
21:08:12 Tue Sep 02 2025 quantify transcripts 
Found realignment file(s): 	realign2transcript.bam
	Counter({'counted_reads': 354, 'not_enough_coverage': 12, 'unmapped': 6})
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f2315f1e09/config_file_73507.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Sep  2 21:08:13 2025 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2315f1e09/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.5-x86_64/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 @ Tue Sep  2 21:08:14 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /tmp/RtmpvsQyrT/file11f2315f1e09/matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f2315f1e09/align2genome.bam
Sorting BAM files by genome coordinates with 8 threads...

Indexing bam files
-- Running step: isoform_identification @ Tue Sep  2 21:08:14 2025 -------------
	Counter({'counted_reads': 354, 'not_enough_coverage': 12, 'unmapped': 6})
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Sep  2 21:08:15 2025 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2315f1e09/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2315f1e09/matched_reads_dedup.fastq.gz
	files not found
Realigning sample /tmp/RtmpvsQyrT/file11f2315f1e09/matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f2315f1e09/realign2transcript.bam
Sorting BAM files by 8 with CB threads...

[bam_sort_core] merging from 0 files and 8 in-memory blocks...
-- Running step: transcript_quantification @ Tue Sep  2 21:08:15 2025 ----------
2025-09-03T01:08:15.609766Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:08:15.610494Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f2315f1e09/realign2transcript.bam, contains 10 reference sequences.
2025-09-03T01:08:15.610535Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:08:15.610548Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:08:15.610680Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:08:15.610701Z  INFO oarfish: parsed reference information for 10 transcripts.
2025-09-03T01:08:15.622679Z  INFO oarfish::single_cell: Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f23388c500e/config_file_73507.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Sep  2 21:08:16 2025 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f23388c500e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.5-x86_64/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 @ Tue Sep  2 21:08:16 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/tmp/RtmpvsQyrT/file11f23388c500e/matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f23388c500e/align2genome.bam
-- Running step: isoform_identification @ Tue Sep  2 21:08:38 2025 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Sep  2 21:08:38 2025 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f23388c500e/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f23388c500e/matched_reads_dedup.fastq.gz
	files not found
Realignment complete for the following samples:
/tmp/RtmpvsQyrT/file11f23388c500e/matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f23388c500e/realign2transcript.bam
-- Running step: transcript_quantification @ Tue Sep  2 21:09:00 2025 ----------
2025-09-03T01:09:00.299494Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:09:00.300222Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f23388c500e/realign2transcript.bam, contains 10 reference sequences.
2025-09-03T01:09:00.300279Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:09:00.300301Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:09:00.300480Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:09:00.300504Z  INFO oarfish: parsed reference information for 10 transcripts.
2025-09-03T01:09:00.311530Z  INFO oarfish::single_cell: Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f234f2f7f30/config_file_73507.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Sep  2 21:09:01 2025 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f234f2f7f30/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.5-x86_64/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 @ Tue Sep  2 21:09:01 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /tmp/RtmpvsQyrT/file11f234f2f7f30/matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f234f2f7f30/align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 8 threads...

Indexing bam files
-- Running step: isoform_identification @ Tue Sep  2 21:09:02 2025 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Sep  2 21:09:02 2025 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f234f2f7f30/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f234f2f7f30/matched_reads_dedup.fastq.gz
	files not found
Realigning sample /tmp/RtmpvsQyrT/file11f234f2f7f30/matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f234f2f7f30/realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 8 threads...

[bam_sort_core] merging from 0 files and 8 in-memory blocks...
Indexing bam files
-- Running step: transcript_quantification @ Tue Sep  2 21:09:02 2025 ----------
21:09:02 Tue Sep 02 2025 quantify transcripts 
Found realignment file(s): 	realign2transcript.bam
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f2371017d3d/config_file_73507.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: FALSE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Sep  2 21:09:04 2025 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 8
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2371017d3d/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.5-x86_64/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 @ Tue Sep  2 21:09:04 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/tmp/RtmpvsQyrT/file11f2371017d3d/matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f2371017d3d/align2genome.bam
-- Running step: isoform_identification @ Tue Sep  2 21:09:25 2025 -------------
	Counter({'counted_reads': 368, 'unmapped': 4})
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Sep  2 21:09:25 2025 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2371017d3d/matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2371017d3d/matched_reads_dedup.fastq.gz
	files not found
Realignment complete for the following samples:
/tmp/RtmpvsQyrT/file11f2371017d3d/matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f2371017d3d/realign2transcript.bam
-- Running step: transcript_quantification @ Tue Sep  2 21:09:46 2025 ----------
21:09:46 Tue Sep 02 2025 quantify transcripts 
Found realignment file(s): 	realign2transcript.bam
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f236206b3ce/config_file_73507.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Sep  2 21:09:48 2025 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f236206b3ce/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f236206b3ce/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f236206b3ce/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f236206b3ce/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f236206b3ce/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f236206b3ce/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f236206b3ce/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f236206b3ce/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f236206b3ce/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f236206b3ce/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Tue Sep  2 21:09:50 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /tmp/RtmpvsQyrT/file11f236206b3ce/sampleA_matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f236206b3ce/sampleA_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpvsQyrT/file11f236206b3ce/sample1_matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f236206b3ce/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpvsQyrT/file11f236206b3ce/sample2_matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f236206b3ce/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpvsQyrT/file11f236206b3ce/sample3_matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f236206b3ce/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: gene_quantification @ Tue Sep  2 21:09:52 2025 ----------------
21:09:52 Tue Sep 02 2025 quantify genes 
Using BAM(s): '/tmp/RtmpvsQyrT/file11f236206b3ce/sampleA_align2genome.bam',
'/tmp/RtmpvsQyrT/file11f236206b3ce/sample1_align2genome.bam',
'/tmp/RtmpvsQyrT/file11f236206b3ce/sample2_align2genome.bam', and
'/tmp/RtmpvsQyrT/file11f236206b3ce/sample3_align2genome.bam'
	Counter({'counted_reads': 368, 'unmapped': 4})
parsing /tmp/RtmpvsQyrT/file11f236206b3ce/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 14.90gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
2025-09-02 21:09:54.140 R[73507:185098663] XType: com.apple.fonts is not accessible.
2025-09-02 21:09:54.140 R[73507:185098663] XType: XTFontStaticRegistry is enabled.
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 360595.62Read/s]
parsing /tmp/RtmpvsQyrT/file11f236206b3ce/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 37.52gene_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, 1207063.43Read/s]
parsing /tmp/RtmpvsQyrT/file11f236206b3ce/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 30.92gene_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, 855003.26Read/s]
parsing /tmp/RtmpvsQyrT/file11f236206b3ce/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 23.34gene_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, 656139.17Read/s]
-- Running step: isoform_identification @ Tue Sep  2 21:09:55 2025 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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

Detected 6 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Sep  2 21:10:22 2025 -------------------
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f236206b3ce/fastq, /tmp/RtmpvsQyrT/file11f236206b3ce/fastq/sample1.fq.gz, /tmp/RtmpvsQyrT/file11f236206b3ce/fastq/sample2.fq.gz, /tmp/RtmpvsQyrT/file11f236206b3ce/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f236206b3ce/sampleA_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f236206b3ce/sample1_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f236206b3ce/sample2_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f236206b3ce/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f236206b3ce/sampleA_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f236206b3ce/sample1_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f236206b3ce/sample2_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f236206b3ce/sample3_matched_reads_dedup.fastq.gz
	files found
Realigning sample /tmp/RtmpvsQyrT/file11f236206b3ce/sampleA_matched_reads_dedup.fastq.gz -> /tmp/RtmpvsQyrT/file11f236206b3ce/sampleA_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /tmp/RtmpvsQyrT/file11f236206b3ce/sample1_matched_reads_dedup.fastq.gz -> /tmp/RtmpvsQyrT/file11f236206b3ce/sample1_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /tmp/RtmpvsQyrT/file11f236206b3ce/sample2_matched_reads_dedup.fastq.gz -> /tmp/RtmpvsQyrT/file11f236206b3ce/sample2_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /tmp/RtmpvsQyrT/file11f236206b3ce/sample3_matched_reads_dedup.fastq.gz -> /tmp/RtmpvsQyrT/file11f236206b3ce/sample3_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

-- Running step: transcript_quantification @ Tue Sep  2 21:10:23 2025 ----------
2025-09-03T01:10:23.369011Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:10:23.369547Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f236206b3ce/sampleA_realign2transcript.bam, contains 5 reference sequences.
2025-09-03T01:10:23.369578Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:10:23.369589Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:10:23.369693Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:10:23.369709Z  INFO oarfish: parsed reference information for 5 transcripts.
2025-09-03T01:10:23.377056Z  INFO oarfish::single_cell: Processed 100 cells.
2025-09-03T01:10:23.767363Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:10:23.767876Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f236206b3ce/sample1_realign2transcript.bam, contains 5 reference sequences.
2025-09-03T01:10:23.767914Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:10:23.767926Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:10:23.768037Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:10:23.768052Z  INFO oarfish: parsed reference information for 5 transcripts.
2025-09-03T01:10:24.156640Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:10:24.157422Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f236206b3ce/sample2_realign2transcript.bam, contains 5 reference sequences.
2025-09-03T01:10:24.157475Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:10:24.157494Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:10:24.157623Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:10:24.157643Z  INFO oarfish: parsed reference information for 5 transcripts.
2025-09-03T01:10:24.530530Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:10:24.531176Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f236206b3ce/sample3_realign2transcript.bam, contains 5 reference sequences.
2025-09-03T01:10:24.531227Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:10:24.531247Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:10:24.531408Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:10:24.531432Z  INFO oarfish: parsed reference information for 5 transcripts.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f2372f98422/config_file_73507.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Sep  2 21:10:25 2025 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2372f98422/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f2372f98422/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f2372f98422/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f2372f98422/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2372f98422/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f2372f98422/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2372f98422/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f2372f98422/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2372f98422/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f2372f98422/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Tue Sep  2 21:10:27 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/tmp/RtmpvsQyrT/file11f2372f98422/sampleA_matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f2372f98422/sampleA_align2genome.bam
/tmp/RtmpvsQyrT/file11f2372f98422/sample1_matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f2372f98422/sample1_align2genome.bam
/tmp/RtmpvsQyrT/file11f2372f98422/sample2_matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f2372f98422/sample2_align2genome.bam
/tmp/RtmpvsQyrT/file11f2372f98422/sample3_matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f2372f98422/sample3_align2genome.bam
-- Running step: gene_quantification @ Tue Sep  2 21:10:49 2025 ----------------
21:10:49 Tue Sep 02 2025 quantify genes 
Using BAM(s): '/tmp/RtmpvsQyrT/file11f2372f98422/sampleA_align2genome.bam',
'/tmp/RtmpvsQyrT/file11f2372f98422/sample1_align2genome.bam',
'/tmp/RtmpvsQyrT/file11f2372f98422/sample2_align2genome.bam', and
'/tmp/RtmpvsQyrT/file11f2372f98422/sample3_align2genome.bam'
parsing /tmp/RtmpvsQyrT/file11f2372f98422/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 18.41gene_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, 385265.09Read/s]
parsing /tmp/RtmpvsQyrT/file11f2372f98422/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 46.48gene_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, 1728896.95Read/s]
parsing /tmp/RtmpvsQyrT/file11f2372f98422/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 34.22gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1041907.79Read/s]
parsing /tmp/RtmpvsQyrT/file11f2372f98422/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 24.43gene_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, 778799.76Read/s]
-- Running step: isoform_identification @ Tue Sep  2 21:10:50 2025 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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

Detected 6 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Sep  2 21:11:17 2025 -------------------
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2372f98422/fastq, /tmp/RtmpvsQyrT/file11f2372f98422/fastq/sample1.fq.gz, /tmp/RtmpvsQyrT/file11f2372f98422/fastq/sample2.fq.gz, /tmp/RtmpvsQyrT/file11f2372f98422/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2372f98422/sampleA_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f2372f98422/sample1_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f2372f98422/sample2_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f2372f98422/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2372f98422/sampleA_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f2372f98422/sample1_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f2372f98422/sample2_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f2372f98422/sample3_matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/tmp/RtmpvsQyrT/file11f2372f98422/sampleA_matched_reads_dedup.fastq.gz ->/tmp/RtmpvsQyrT/file11f2372f98422/sampleA_realign2transcript.bam
/tmp/RtmpvsQyrT/file11f2372f98422/sample1_matched_reads_dedup.fastq.gz ->/tmp/RtmpvsQyrT/file11f2372f98422/sample1_realign2transcript.bam
/tmp/RtmpvsQyrT/file11f2372f98422/sample2_matched_reads_dedup.fastq.gz ->/tmp/RtmpvsQyrT/file11f2372f98422/sample2_realign2transcript.bam
/tmp/RtmpvsQyrT/file11f2372f98422/sample3_matched_reads_dedup.fastq.gz ->/tmp/RtmpvsQyrT/file11f2372f98422/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Tue Sep  2 21:11:39 2025 ----------
2025-09-03T01:11:39.804856Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:11:39.807431Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f2372f98422/sampleA_realign2transcript.bam, contains 5 reference sequences.
2025-09-03T01:11:39.807486Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:11:39.807509Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:11:39.807809Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:11:39.807936Z  INFO oarfish: parsed reference information for 5 transcripts.
2025-09-03T01:11:39.830323Z  INFO oarfish::single_cell: Processed 100 cells.
2025-09-03T01:11:40.420727Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:11:40.421492Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f2372f98422/sample1_realign2transcript.bam, contains 5 reference sequences.
2025-09-03T01:11:40.421544Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:11:40.421563Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:11:40.421799Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:11:40.421845Z  INFO oarfish: parsed reference information for 5 transcripts.
2025-09-03T01:11:41.032959Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:11:41.033848Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f2372f98422/sample2_realign2transcript.bam, contains 5 reference sequences.
2025-09-03T01:11:41.033904Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:11:41.033924Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:11:41.034077Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:11:41.034103Z  INFO oarfish: parsed reference information for 5 transcripts.
2025-09-03T01:11:41.607188Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:11:41.608002Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f2372f98422/sample3_realign2transcript.bam, contains 5 reference sequences.
2025-09-03T01:11:41.608054Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:11:41.608070Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:11:41.608183Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:11:41.608198Z  INFO oarfish: parsed reference information for 5 transcripts.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f2355c80f2a/config_file_73507.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Sep  2 21:11:43 2025 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2355c80f2a/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f2355c80f2a/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f2355c80f2a/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f2355c80f2a/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2355c80f2a/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f2355c80f2a/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2355c80f2a/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f2355c80f2a/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2355c80f2a/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f2355c80f2a/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Tue Sep  2 21:11:44 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /tmp/RtmpvsQyrT/file11f2355c80f2a/sampleA_matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f2355c80f2a/sampleA_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpvsQyrT/file11f2355c80f2a/sample1_matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f2355c80f2a/sample1_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpvsQyrT/file11f2355c80f2a/sample2_matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f2355c80f2a/sample2_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpvsQyrT/file11f2355c80f2a/sample3_matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f2355c80f2a/sample3_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: gene_quantification @ Tue Sep  2 21:11:47 2025 ----------------
21:11:47 Tue Sep 02 2025 quantify genes 
Using BAM(s): '/tmp/RtmpvsQyrT/file11f2355c80f2a/sampleA_align2genome.bam',
'/tmp/RtmpvsQyrT/file11f2355c80f2a/sample1_align2genome.bam',
'/tmp/RtmpvsQyrT/file11f2355c80f2a/sample2_align2genome.bam', and
'/tmp/RtmpvsQyrT/file11f2355c80f2a/sample3_align2genome.bam'
parsing /tmp/RtmpvsQyrT/file11f2355c80f2a/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 15.97gene_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, 343075.51Read/s]
parsing /tmp/RtmpvsQyrT/file11f2355c80f2a/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 33.93gene_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, 1104112.88Read/s]
parsing /tmp/RtmpvsQyrT/file11f2355c80f2a/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 35.40gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1023800.04Read/s]
parsing /tmp/RtmpvsQyrT/file11f2355c80f2a/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 26.29gene_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, 644642.81Read/s]
-- Running step: isoform_identification @ Tue Sep  2 21:11:48 2025 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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

Detected 6 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Sep  2 21:12:18 2025 -------------------
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2355c80f2a/fastq, /tmp/RtmpvsQyrT/file11f2355c80f2a/fastq/sample1.fq.gz, /tmp/RtmpvsQyrT/file11f2355c80f2a/fastq/sample2.fq.gz, /tmp/RtmpvsQyrT/file11f2355c80f2a/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2355c80f2a/sampleA_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f2355c80f2a/sample1_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f2355c80f2a/sample2_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f2355c80f2a/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2355c80f2a/sampleA_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f2355c80f2a/sample1_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f2355c80f2a/sample2_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f2355c80f2a/sample3_matched_reads_dedup.fastq.gz
	files found
Realigning sample /tmp/RtmpvsQyrT/file11f2355c80f2a/sampleA_matched_reads_dedup.fastq.gz -> /tmp/RtmpvsQyrT/file11f2355c80f2a/sampleA_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample /tmp/RtmpvsQyrT/file11f2355c80f2a/sample1_matched_reads_dedup.fastq.gz -> /tmp/RtmpvsQyrT/file11f2355c80f2a/sample1_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample /tmp/RtmpvsQyrT/file11f2355c80f2a/sample2_matched_reads_dedup.fastq.gz -> /tmp/RtmpvsQyrT/file11f2355c80f2a/sample2_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample /tmp/RtmpvsQyrT/file11f2355c80f2a/sample3_matched_reads_dedup.fastq.gz -> /tmp/RtmpvsQyrT/file11f2355c80f2a/sample3_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: transcript_quantification @ Tue Sep  2 21:12:19 2025 ----------
21:12:19 Tue Sep 02 2025 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
	sampleA_realign2transcript.bam
parsing /tmp/RtmpvsQyrT/file11f2355c80f2a/sample3_realign2transcript.bam...
parsing /tmp/RtmpvsQyrT/file11f2355c80f2a/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpvsQyrT/file11f2355c80f2a/sample3_realign2transcript.bamdone
parsing /tmp/RtmpvsQyrT/file11f2355c80f2a/sampleA_realign2transcript.bam...
parsing /tmp/RtmpvsQyrT/file11f2355c80f2a/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpvsQyrT/file11f2355c80f2a/sampleA_realign2transcript.bamdone
parsing /tmp/RtmpvsQyrT/file11f2355c80f2a/sample2_realign2transcript.bam...
parsing /tmp/RtmpvsQyrT/file11f2355c80f2a/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpvsQyrT/file11f2355c80f2a/sample2_realign2transcript.bamdone
parsing /tmp/RtmpvsQyrT/file11f2355c80f2a/sample1_realign2transcript.bam...
parsing /tmp/RtmpvsQyrT/file11f2355c80f2a/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpvsQyrT/file11f2355c80f2a/sample1_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f2329c3c8bc/config_file_73507.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Sep  2 21:12:22 2025 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2329c3c8bc/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f2329c3c8bc/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f2329c3c8bc/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f2329c3c8bc/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2329c3c8bc/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f2329c3c8bc/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2329c3c8bc/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f2329c3c8bc/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2329c3c8bc/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f2329c3c8bc/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Tue Sep  2 21:12:24 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/tmp/RtmpvsQyrT/file11f2329c3c8bc/sampleA_matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f2329c3c8bc/sampleA_align2genome.bam
/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample1_matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample1_align2genome.bam
/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample2_matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample2_align2genome.bam
/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample3_matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample3_align2genome.bam
-- Running step: gene_quantification @ Tue Sep  2 21:12:47 2025 ----------------
21:12:47 Tue Sep 02 2025 quantify genes 
Using BAM(s): '/tmp/RtmpvsQyrT/file11f2329c3c8bc/sampleA_align2genome.bam',
'/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample1_align2genome.bam',
'/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample2_align2genome.bam', and
'/tmp/RtmpvsQyrT/file11f2329c3c8bc/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 /tmp/RtmpvsQyrT/file11f2329c3c8bc/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 17.96gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 319970.71Read/s]
parsing /tmp/RtmpvsQyrT/file11f2329c3c8bc/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 44.39gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1130662.07Read/s]
parsing /tmp/RtmpvsQyrT/file11f2329c3c8bc/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 36.59gene_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, 1043463.03Read/s]
parsing /tmp/RtmpvsQyrT/file11f2329c3c8bc/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 24.92gene_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, 663152.04Read/s]
-- Running step: isoform_identification @ Tue Sep  2 21:12:48 2025 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---

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

Detected 6 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Tue Sep  2 21:13:16 2025 -------------------
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2329c3c8bc/fastq, /tmp/RtmpvsQyrT/file11f2329c3c8bc/fastq/sample1.fq.gz, /tmp/RtmpvsQyrT/file11f2329c3c8bc/fastq/sample2.fq.gz, /tmp/RtmpvsQyrT/file11f2329c3c8bc/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2329c3c8bc/sampleA_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f2329c3c8bc/sample1_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f2329c3c8bc/sample2_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f2329c3c8bc/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2329c3c8bc/sampleA_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f2329c3c8bc/sample1_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f2329c3c8bc/sample2_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f2329c3c8bc/sample3_matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/tmp/RtmpvsQyrT/file11f2329c3c8bc/sampleA_matched_reads_dedup.fastq.gz ->/tmp/RtmpvsQyrT/file11f2329c3c8bc/sampleA_realign2transcript.bam
/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample1_matched_reads_dedup.fastq.gz ->/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample1_realign2transcript.bam
/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample2_matched_reads_dedup.fastq.gz ->/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample2_realign2transcript.bam
/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample3_matched_reads_dedup.fastq.gz ->/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Tue Sep  2 21:13:38 2025 ----------
21:13:38 Tue Sep 02 2025 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
	sampleA_realign2transcript.bam
parsing /tmp/RtmpvsQyrT/file11f2329c3c8bc/sample3_realign2transcript.bam...
parsing /tmp/RtmpvsQyrT/file11f2329c3c8bc/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample3_realign2transcript.bamdone
parsing /tmp/RtmpvsQyrT/file11f2329c3c8bc/sampleA_realign2transcript.bam...
parsing /tmp/RtmpvsQyrT/file11f2329c3c8bc/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpvsQyrT/file11f2329c3c8bc/sampleA_realign2transcript.bamdone
parsing /tmp/RtmpvsQyrT/file11f2329c3c8bc/sample2_realign2transcript.bam...
parsing /tmp/RtmpvsQyrT/file11f2329c3c8bc/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample2_realign2transcript.bamdone
parsing /tmp/RtmpvsQyrT/file11f2329c3c8bc/sample1_realign2transcript.bam...
parsing /tmp/RtmpvsQyrT/file11f2329c3c8bc/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpvsQyrT/file11f2329c3c8bc/sample1_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f237b4d065c/config_file_73507.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Sep  2 21:13:40 2025 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f237b4d065c/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f237b4d065c/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f237b4d065c/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f237b4d065c/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f237b4d065c/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f237b4d065c/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f237b4d065c/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f237b4d065c/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f237b4d065c/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f237b4d065c/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Tue Sep  2 21:13:42 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /tmp/RtmpvsQyrT/file11f237b4d065c/sampleA_matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f237b4d065c/sampleA_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpvsQyrT/file11f237b4d065c/sample1_matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f237b4d065c/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpvsQyrT/file11f237b4d065c/sample2_matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f237b4d065c/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpvsQyrT/file11f237b4d065c/sample3_matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f237b4d065c/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: gene_quantification @ Tue Sep  2 21:13:44 2025 ----------------
21:13:44 Tue Sep 02 2025 quantify genes 
Using BAM(s): '/tmp/RtmpvsQyrT/file11f237b4d065c/sampleA_align2genome.bam',
'/tmp/RtmpvsQyrT/file11f237b4d065c/sample1_align2genome.bam',
'/tmp/RtmpvsQyrT/file11f237b4d065c/sample2_align2genome.bam', and
'/tmp/RtmpvsQyrT/file11f237b4d065c/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 /tmp/RtmpvsQyrT/file11f237b4d065c/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 16.21gene_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, 415623.29Read/s]
parsing /tmp/RtmpvsQyrT/file11f237b4d065c/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 37.35gene_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, 1197824.99Read/s]
parsing /tmp/RtmpvsQyrT/file11f237b4d065c/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 51.95gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1507007.76Read/s]
parsing /tmp/RtmpvsQyrT/file11f237b4d065c/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 28.44gene_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, 753233.24Read/s]
-- Running step: isoform_identification @ Tue Sep  2 21:13:45 2025 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Sep  2 21:13:46 2025 -------------------
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f237b4d065c/fastq, /tmp/RtmpvsQyrT/file11f237b4d065c/fastq/sample1.fq.gz, /tmp/RtmpvsQyrT/file11f237b4d065c/fastq/sample2.fq.gz, /tmp/RtmpvsQyrT/file11f237b4d065c/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f237b4d065c/sampleA_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f237b4d065c/sample1_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f237b4d065c/sample2_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f237b4d065c/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f237b4d065c/sampleA_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f237b4d065c/sample1_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f237b4d065c/sample2_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f237b4d065c/sample3_matched_reads_dedup.fastq.gz
	files found
Realigning sample /tmp/RtmpvsQyrT/file11f237b4d065c/sampleA_matched_reads_dedup.fastq.gz -> /tmp/RtmpvsQyrT/file11f237b4d065c/sampleA_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /tmp/RtmpvsQyrT/file11f237b4d065c/sample1_matched_reads_dedup.fastq.gz -> /tmp/RtmpvsQyrT/file11f237b4d065c/sample1_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /tmp/RtmpvsQyrT/file11f237b4d065c/sample2_matched_reads_dedup.fastq.gz -> /tmp/RtmpvsQyrT/file11f237b4d065c/sample2_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

Realigning sample /tmp/RtmpvsQyrT/file11f237b4d065c/sample3_matched_reads_dedup.fastq.gz -> /tmp/RtmpvsQyrT/file11f237b4d065c/sample3_realign2transcript.bam
Sorting BAM files by 1 with CB threads...

-- Running step: transcript_quantification @ Tue Sep  2 21:13:48 2025 ----------
2025-09-03T01:13:48.417179Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:13:48.417946Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f237b4d065c/sampleA_realign2transcript.bam, contains 14 reference sequences.
2025-09-03T01:13:48.417993Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:13:48.418010Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:13:48.418319Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:13:48.418355Z  INFO oarfish: parsed reference information for 14 transcripts.
2025-09-03T01:13:48.434756Z  INFO oarfish::single_cell: Processed 100 cells.
2025-09-03T01:13:49.098681Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:13:49.099351Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f237b4d065c/sample1_realign2transcript.bam, contains 14 reference sequences.
2025-09-03T01:13:49.099395Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:13:49.099409Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:13:49.099623Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:13:49.099646Z  INFO oarfish: parsed reference information for 14 transcripts.
2025-09-03T01:13:49.805307Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:13:49.805920Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f237b4d065c/sample2_realign2transcript.bam, contains 14 reference sequences.
2025-09-03T01:13:49.805964Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:13:49.805980Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:13:49.806182Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:13:49.806208Z  INFO oarfish: parsed reference information for 14 transcripts.
2025-09-03T01:13:50.514547Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:13:50.515264Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f237b4d065c/sample3_realign2transcript.bam, contains 14 reference sequences.
2025-09-03T01:13:50.515305Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:13:50.515319Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:13:50.515532Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:13:50.515566Z  INFO oarfish: parsed reference information for 14 transcripts.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f23699ee184/config_file_73507.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Sep  2 21:13:51 2025 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f23699ee184/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f23699ee184/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f23699ee184/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f23699ee184/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f23699ee184/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f23699ee184/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f23699ee184/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f23699ee184/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f23699ee184/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f23699ee184/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Tue Sep  2 21:13:53 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/tmp/RtmpvsQyrT/file11f23699ee184/sampleA_matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f23699ee184/sampleA_align2genome.bam
/tmp/RtmpvsQyrT/file11f23699ee184/sample1_matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f23699ee184/sample1_align2genome.bam
/tmp/RtmpvsQyrT/file11f23699ee184/sample2_matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f23699ee184/sample2_align2genome.bam
/tmp/RtmpvsQyrT/file11f23699ee184/sample3_matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f23699ee184/sample3_align2genome.bam
-- Running step: gene_quantification @ Tue Sep  2 21:14:16 2025 ----------------
21:14:16 Tue Sep 02 2025 quantify genes 
Using BAM(s): '/tmp/RtmpvsQyrT/file11f23699ee184/sampleA_align2genome.bam',
'/tmp/RtmpvsQyrT/file11f23699ee184/sample1_align2genome.bam',
'/tmp/RtmpvsQyrT/file11f23699ee184/sample2_align2genome.bam', and
'/tmp/RtmpvsQyrT/file11f23699ee184/sample3_align2genome.bam'
parsing /tmp/RtmpvsQyrT/file11f23699ee184/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 16.79gene_group/s]
/Library/Frameworks/R.framework/Versions/4.5-x86_64/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, 405717.16Read/s]
parsing /tmp/RtmpvsQyrT/file11f23699ee184/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 47.96gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1010091.51Read/s]
parsing /tmp/RtmpvsQyrT/file11f23699ee184/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 41.49gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1299350.68Read/s]
parsing /tmp/RtmpvsQyrT/file11f23699ee184/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 28.37gene_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, 730155.28Read/s]
-- Running step: isoform_identification @ Tue Sep  2 21:14:17 2025 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Sep  2 21:14:17 2025 -------------------
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f23699ee184/fastq, /tmp/RtmpvsQyrT/file11f23699ee184/fastq/sample1.fq.gz, /tmp/RtmpvsQyrT/file11f23699ee184/fastq/sample2.fq.gz, /tmp/RtmpvsQyrT/file11f23699ee184/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f23699ee184/sampleA_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f23699ee184/sample1_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f23699ee184/sample2_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f23699ee184/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f23699ee184/sampleA_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f23699ee184/sample1_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f23699ee184/sample2_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f23699ee184/sample3_matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/tmp/RtmpvsQyrT/file11f23699ee184/sampleA_matched_reads_dedup.fastq.gz ->/tmp/RtmpvsQyrT/file11f23699ee184/sampleA_realign2transcript.bam
/tmp/RtmpvsQyrT/file11f23699ee184/sample1_matched_reads_dedup.fastq.gz ->/tmp/RtmpvsQyrT/file11f23699ee184/sample1_realign2transcript.bam
/tmp/RtmpvsQyrT/file11f23699ee184/sample2_matched_reads_dedup.fastq.gz ->/tmp/RtmpvsQyrT/file11f23699ee184/sample2_realign2transcript.bam
/tmp/RtmpvsQyrT/file11f23699ee184/sample3_matched_reads_dedup.fastq.gz ->/tmp/RtmpvsQyrT/file11f23699ee184/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Tue Sep  2 21:14:41 2025 ----------
2025-09-03T01:14:41.435744Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:14:41.436467Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f23699ee184/sampleA_realign2transcript.bam, contains 14 reference sequences.
2025-09-03T01:14:41.436519Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:14:41.436536Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:14:41.436785Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:14:41.436839Z  INFO oarfish: parsed reference information for 14 transcripts.
2025-09-03T01:14:41.452417Z  INFO oarfish::single_cell: Processed 100 cells.
2025-09-03T01:14:42.269347Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:14:42.270071Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f23699ee184/sample1_realign2transcript.bam, contains 14 reference sequences.
2025-09-03T01:14:42.270109Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:14:42.270121Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:14:42.270267Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:14:42.270283Z  INFO oarfish: parsed reference information for 14 transcripts.
2025-09-03T01:14:43.099279Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:14:43.100071Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f23699ee184/sample2_realign2transcript.bam, contains 14 reference sequences.
2025-09-03T01:14:43.100126Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:14:43.100146Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:14:43.100390Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:14:43.100447Z  INFO oarfish: parsed reference information for 14 transcripts.
2025-09-03T01:14:43.812299Z  INFO oarfish: setting user-provided filter parameters.
2025-09-03T01:14:43.812970Z  INFO oarfish::alignment_parser: read header from BAM file /tmp/RtmpvsQyrT/file11f23699ee184/sample3_realign2transcript.bam, contains 14 reference sequences.
2025-09-03T01:14:43.813012Z  INFO oarfish::alignment_parser: saw minimap2 as a program in the header; proceeding.
2025-09-03T01:14:43.813025Z  INFO oarfish::util::digest_utils: calculating seqcol digest
2025-09-03T01:14:43.813172Z  INFO oarfish::util::digest_utils: done calculating seqcol digest
2025-09-03T01:14:43.813190Z  INFO oarfish: parsed reference information for 14 transcripts.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f231a8979be/config_file_73507.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Sep  2 21:14:45 2025 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f231a8979be/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f231a8979be/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f231a8979be/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f231a8979be/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f231a8979be/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f231a8979be/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f231a8979be/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f231a8979be/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f231a8979be/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f231a8979be/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Tue Sep  2 21:14:47 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /tmp/RtmpvsQyrT/file11f231a8979be/sampleA_matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f231a8979be/sampleA_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpvsQyrT/file11f231a8979be/sample1_matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f231a8979be/sample1_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpvsQyrT/file11f231a8979be/sample2_matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f231a8979be/sample2_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Aligning sample /tmp/RtmpvsQyrT/file11f231a8979be/sample3_matched_reads.fastq.gz -> /tmp/RtmpvsQyrT/file11f231a8979be/sample3_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: gene_quantification @ Tue Sep  2 21:14:48 2025 ----------------
21:14:48 Tue Sep 02 2025 quantify genes 
Using BAM(s): '/tmp/RtmpvsQyrT/file11f231a8979be/sampleA_align2genome.bam',
'/tmp/RtmpvsQyrT/file11f231a8979be/sample1_align2genome.bam',
'/tmp/RtmpvsQyrT/file11f231a8979be/sample2_align2genome.bam', and
'/tmp/RtmpvsQyrT/file11f231a8979be/sample3_align2genome.bam'
parsing /tmp/RtmpvsQyrT/file11f231a8979be/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 16.31gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...

Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 345733.79Read/s]
parsing /tmp/RtmpvsQyrT/file11f231a8979be/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 38.52gene_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, 1687984.55Read/s]
parsing /tmp/RtmpvsQyrT/file11f231a8979be/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 36.14gene_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, 1174085.77Read/s]
parsing /tmp/RtmpvsQyrT/file11f231a8979be/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  6.04gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00,  6.03gene_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, 823963.54Read/s]
-- Running step: isoform_identification @ Tue Sep  2 21:14:50 2025 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Sep  2 21:14:50 2025 -------------------
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f231a8979be/fastq, /tmp/RtmpvsQyrT/file11f231a8979be/fastq/sample1.fq.gz, /tmp/RtmpvsQyrT/file11f231a8979be/fastq/sample2.fq.gz, /tmp/RtmpvsQyrT/file11f231a8979be/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f231a8979be/sampleA_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f231a8979be/sample1_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f231a8979be/sample2_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f231a8979be/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f231a8979be/sampleA_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f231a8979be/sample1_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f231a8979be/sample2_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f231a8979be/sample3_matched_reads_dedup.fastq.gz
	files found
Realigning sample /tmp/RtmpvsQyrT/file11f231a8979be/sampleA_matched_reads_dedup.fastq.gz -> /tmp/RtmpvsQyrT/file11f231a8979be/sampleA_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample /tmp/RtmpvsQyrT/file11f231a8979be/sample1_matched_reads_dedup.fastq.gz -> /tmp/RtmpvsQyrT/file11f231a8979be/sample1_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample /tmp/RtmpvsQyrT/file11f231a8979be/sample2_matched_reads_dedup.fastq.gz -> /tmp/RtmpvsQyrT/file11f231a8979be/sample2_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
Realigning sample /tmp/RtmpvsQyrT/file11f231a8979be/sample3_matched_reads_dedup.fastq.gz -> /tmp/RtmpvsQyrT/file11f231a8979be/sample3_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...

Indexing bam files
-- Running step: transcript_quantification @ Tue Sep  2 21:14:51 2025 ----------
21:14:51 Tue Sep 02 2025 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
	sampleA_realign2transcript.bam
parsing /tmp/RtmpvsQyrT/file11f231a8979be/sample3_realign2transcript.bam...
parsing /tmp/RtmpvsQyrT/file11f231a8979be/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpvsQyrT/file11f231a8979be/sample3_realign2transcript.bamdone
parsing /tmp/RtmpvsQyrT/file11f231a8979be/sampleA_realign2transcript.bam...
parsing /tmp/RtmpvsQyrT/file11f231a8979be/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpvsQyrT/file11f231a8979be/sampleA_realign2transcript.bamdone
parsing /tmp/RtmpvsQyrT/file11f231a8979be/sample2_realign2transcript.bam...
parsing /tmp/RtmpvsQyrT/file11f231a8979be/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpvsQyrT/file11f231a8979be/sample2_realign2transcript.bamdone
parsing /tmp/RtmpvsQyrT/file11f231a8979be/sample1_realign2transcript.bam...
parsing /tmp/RtmpvsQyrT/file11f231a8979be/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpvsQyrT/file11f231a8979be/sample1_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to:  /tmp/RtmpvsQyrT/file11f2350ff077f/config_file_73507.json 
Configured steps: 
	barcode_demultiplex: TRUE
	genome_alignment: TRUE
	gene_quantification: TRUE
	isoform_identification: TRUE
	read_realignment: TRUE
	transcript_quantification: TRUE
samtools not found, will use Rsamtools package instead
-- Running step: barcode_demultiplex @ Tue Sep  2 21:14:55 2025 ----------------
Using flexiplex for barcode demultiplexing.
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2350ff077f/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f2350ff077f/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f2350ff077f/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /tmp/RtmpvsQyrT/file11f2350ff077f/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads	Barcodes
10	2
9	2
8	5
7	4
6	3
5	7
4	14
3	14
2	29
1	57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2350ff077f/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f2350ff077f/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads	Barcodes
4	1
3	9
2	9
1	44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2350ff077f/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f2350ff077f/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads	Barcodes
4	2
3	3
2	16
1	47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be  replaced
Setting number of threads to 1
Search pattern: 
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /tmp/RtmpvsQyrT/file11f2350ff077f/bc_allow.tsv
Number of known barcodes: 143
Processing file: /tmp/RtmpvsQyrT/file11f2350ff077f/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 193
Number of reads where at least one barcode was found: 181
Number of reads with exactly one barcode match: 179
Number of chimera reads: 0
All done!
Reads	Barcodes
7	1
6	1
5	1
4	7
3	10
2	27
1	53
-- Running step: genome_alignment @ Tue Sep  2 21:14:57 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/tmp/RtmpvsQyrT/file11f2350ff077f/sampleA_matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f2350ff077f/sampleA_align2genome.bam
/tmp/RtmpvsQyrT/file11f2350ff077f/sample1_matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f2350ff077f/sample1_align2genome.bam
/tmp/RtmpvsQyrT/file11f2350ff077f/sample2_matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f2350ff077f/sample2_align2genome.bam
/tmp/RtmpvsQyrT/file11f2350ff077f/sample3_matched_reads.fastq.gz ->/tmp/RtmpvsQyrT/file11f2350ff077f/sample3_align2genome.bam
-- Running step: gene_quantification @ Tue Sep  2 21:15:20 2025 ----------------
21:15:20 Tue Sep 02 2025 quantify genes 
Using BAM(s): '/tmp/RtmpvsQyrT/file11f2350ff077f/sampleA_align2genome.bam',
'/tmp/RtmpvsQyrT/file11f2350ff077f/sample1_align2genome.bam',
'/tmp/RtmpvsQyrT/file11f2350ff077f/sample2_align2genome.bam', and
'/tmp/RtmpvsQyrT/file11f2350ff077f/sample3_align2genome.bam'
	Counter({'counted_reads': 176})
	Counter({'counted_reads': 358})
	Counter({'counted_reads': 95})
	Counter({'counted_reads': 91})
parsing /tmp/RtmpvsQyrT/file11f2350ff077f/sampleA_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 17.87gene_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, 250771.51Read/s]
parsing /tmp/RtmpvsQyrT/file11f2350ff077f/sample1_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 55.88gene_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, 1434440.49Read/s]
parsing /tmp/RtmpvsQyrT/file11f2350ff077f/sample2_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 35.17gene_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, 1233909.16Read/s]
parsing /tmp/RtmpvsQyrT/file11f2350ff077f/sample3_align2genome.bam...
Assigning reads to genes...

Processed:   0%|          | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 31.87gene_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, 751613.50Read/s]
-- Running step: isoform_identification @ Tue Sep  2 21:15:21 2025 -------------
#### Read gene annotations
	Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Tue Sep  2 21:15:22 2025 -------------------
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2350ff077f/fastq, /tmp/RtmpvsQyrT/file11f2350ff077f/fastq/sample1.fq.gz, /tmp/RtmpvsQyrT/file11f2350ff077f/fastq/sample2.fq.gz, /tmp/RtmpvsQyrT/file11f2350ff077f/fastq/sample3.fq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2350ff077f/sampleA_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f2350ff077f/sample1_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f2350ff077f/sample2_matched_reads.fastq.gz, /tmp/RtmpvsQyrT/file11f2350ff077f/sample3_matched_reads.fastq.gz
	files found
Checking for fastq file(s) /tmp/RtmpvsQyrT/file11f2350ff077f/sampleA_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f2350ff077f/sample1_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f2350ff077f/sample2_matched_reads_dedup.fastq.gz, /tmp/RtmpvsQyrT/file11f2350ff077f/sample3_matched_reads_dedup.fastq.gz
	files found
Realignment complete for the following samples:
/tmp/RtmpvsQyrT/file11f2350ff077f/sampleA_matched_reads_dedup.fastq.gz ->/tmp/RtmpvsQyrT/file11f2350ff077f/sampleA_realign2transcript.bam
/tmp/RtmpvsQyrT/file11f2350ff077f/sample1_matched_reads_dedup.fastq.gz ->/tmp/RtmpvsQyrT/file11f2350ff077f/sample1_realign2transcript.bam
/tmp/RtmpvsQyrT/file11f2350ff077f/sample2_matched_reads_dedup.fastq.gz ->/tmp/RtmpvsQyrT/file11f2350ff077f/sample2_realign2transcript.bam
/tmp/RtmpvsQyrT/file11f2350ff077f/sample3_matched_reads_dedup.fastq.gz ->/tmp/RtmpvsQyrT/file11f2350ff077f/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Tue Sep  2 21:15:44 2025 ----------
21:15:44 Tue Sep 02 2025 quantify transcripts 
Found realignment file(s): 	sample1_realign2transcript.bam
	sample2_realign2transcript.bam
	sample3_realign2transcript.bam
	sampleA_realign2transcript.bam
parsing /tmp/RtmpvsQyrT/file11f2350ff077f/sample3_realign2transcript.bam...
parsing /tmp/RtmpvsQyrT/file11f2350ff077f/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpvsQyrT/file11f2350ff077f/sample3_realign2transcript.bamdone
parsing /tmp/RtmpvsQyrT/file11f2350ff077f/sampleA_realign2transcript.bam...
parsing /tmp/RtmpvsQyrT/file11f2350ff077f/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpvsQyrT/file11f2350ff077f/sampleA_realign2transcript.bamdone
parsing /tmp/RtmpvsQyrT/file11f2350ff077f/sample2_realign2transcript.bam...
parsing /tmp/RtmpvsQyrT/file11f2350ff077f/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpvsQyrT/file11f2350ff077f/sample2_realign2transcript.bamdone
parsing /tmp/RtmpvsQyrT/file11f2350ff077f/sample1_realign2transcript.bam...
parsing /tmp/RtmpvsQyrT/file11f2350ff077f/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/tmp/RtmpvsQyrT/file11f2350ff077f/sample1_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
[ FAIL 0 | WARN 183 | SKIP 0 | PASS 59 ]

[ FAIL 0 | WARN 183 | 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 
826.032  55.085 915.791 
/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
BulkPipeline4.9150.6886.153
MultiSampleSCPipeline13.922 2.17917.920
SingleCellPipeline3.8980.3053.047
add_gene_counts0.3900.0070.401
annotation_to_fasta0.2480.0060.257
blaze 8.569 1.11410.672
bulk_long_pipeline4.6111.0044.303
combine_sce1.0140.0851.114
config-set0.3190.1720.536
config0.3010.1680.514
controllers-set0.5180.0800.657
controllers0.4090.1710.625
convolution_filter0.0010.0000.002
create_config0.0160.0040.020
create_sce_from_dir7.5481.4107.632
create_se_from_dir3.2400.6224.213
cutadapt0.1510.0460.214
example_pipeline0.3830.0390.449
experiment2.5440.3633.210
filter_annotation0.0520.0040.056
filter_coverage1.1790.2291.488
find_barcode0.3600.0680.616
find_bin0.0070.0090.028
find_variants28.438 0.63528.557
get_coverage1.3230.2561.704
index_genome0.2870.1460.472
mutation_positions1.5520.0271.588
plot_coverage2.8530.2863.267
plot_demultiplex2.5350.4473.661
plot_demultiplex_raw1.2670.0861.528
plot_durations2.7650.3933.449
plot_isoform_heatmap8.6340.4779.188
plot_isoform_reduced_dim27.514 0.52228.364
plot_isoforms4.3060.0704.460
resume_FLAMES3.2050.4634.276
run_FLAMES2.7850.4083.596
run_step1.3300.2501.718
sc_DTU_analysis9.8631.1349.712
sc_gene_entropy1.6390.0491.969
sc_genotype3.7850.8973.682
sc_impute_transcript0.7870.0140.812
sc_long_multisample_pipeline15.598 2.68115.319
sc_long_pipeline5.3180.7984.864
sc_mutations3.3820.4453.458
sc_plot_genotype11.784 0.33011.233
show-FLAMESPipeline0.4230.0420.538
steps-set0.6090.0490.848
steps0.1960.0450.327
weight_transcripts0.0300.0580.093