Changqing Wang
| Snapshot Date: 2025-11-14 13:40 -0500 (Fri, 14 Nov 2025) |
| git_url: https://git.bioconductor.org/packages/FLAMES |
| git_branch: devel |
| git_last_commit: 7887658 |
| git_last_commit_date: 2025-10-31 02:11:54 -0500 (Fri, 31 Oct 2025) |
| Back to Multiple platform build/check report for BioC 3.23: simplified long |
|
This page was generated on 2025-11-15 11:35 -0500 (Sat, 15 Nov 2025).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo1 | Linux (Ubuntu 24.04.3 LTS) | x86_64 | R Under development (unstable) (2025-10-20 r88955) -- "Unsuffered Consequences" | 4826 |
| kjohnson3 | macOS 13.7.7 Ventura | arm64 | R Under development (unstable) (2025-11-04 r88984) -- "Unsuffered Consequences" | 4561 |
| 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 734/2325 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| FLAMES 2.5.1 (landing page) Changqing Wang
| nebbiolo1 | Linux (Ubuntu 24.04.3 LTS) / x86_64 | OK | OK | OK | | ||||||||
| kjohnson3 | macOS 13.7.7 Ventura / arm64 | OK | OK | OK | OK | | ||||||||
|
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. |
| Package: FLAMES |
| Version: 2.5.1 |
| Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:FLAMES.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings FLAMES_2.5.1.tar.gz |
| StartedAt: 2025-11-14 19:55:04 -0500 (Fri, 14 Nov 2025) |
| EndedAt: 2025-11-14 20:04:48 -0500 (Fri, 14 Nov 2025) |
| EllapsedTime: 584.5 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: FLAMES.Rcheck |
| Warnings: 0 |
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### Running command:
###
### /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:FLAMES.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings FLAMES_2.5.1.tar.gz
###
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* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/FLAMES.Rcheck’
* using R Under development (unstable) (2025-11-04 r88984)
* using platform: aarch64-apple-darwin20
* R was compiled by
Apple clang version 16.0.0 (clang-1600.0.26.6)
GNU Fortran (GCC) 14.2.0
* running under: macOS Ventura 13.7.8
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘FLAMES/DESCRIPTION’ ... OK
* this is package ‘FLAMES’ version ‘2.5.1’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... INFO
Imports includes 47 non-default packages.
Importing from so many packages makes the package vulnerable to any of
them becoming unavailable. Move as many as possible to Suggests and
use conditionally.
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... NOTE
Found the following hidden files and directories:
.dockerignore
These were most likely included in error. See section ‘Package
structure’ in the ‘Writing R Extensions’ manual.
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘FLAMES’ can be installed ... NOTE
Found the following notes/warnings:
Non-staged installation was used
See ‘/Users/biocbuild/bbs-3.23-bioc/meat/FLAMES.Rcheck/00install.out’ for details.
* used C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.1.0.2.5)’
* used SDK: ‘MacOSX11.3.1.sdk’
* checking C++ specification ... OK
* checking installed package size ... INFO
installed size is 11.0Mb
sub-directories of 1Mb or more:
bin 6.1Mb
data 1.8Mb
libs 1.6Mb
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... NOTE
There are ::: calls to the package's namespace in its code. A package
almost never needs to use ::: for its own objects:
'blaze' 'find_barcode' 'gene_quantification' 'isoform_identification'
'minimap2_align' 'transcript_quantification'
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... NOTE
BulkPipeline: no visible global function definition for ‘new’
BulkPipeline: no visible global function definition for ‘setNames’
MultiSampleSCPipeline: no visible global function definition for ‘new’
MultiSampleSCPipeline: no visible global function definition for
‘setNames’
SingleCellPipeline: no visible global function definition for ‘new’
SingleCellPipeline: no visible global function definition for
‘setNames’
addRowRanges: no visible global function definition for ‘head’
addRowRanges: no visible global function definition for ‘as’
add_gene_counts: no visible global function definition for ‘as’
cache_dir: no visible global function definition for ‘packageVersion’
chisq_test_by_gene: no visible global function definition for
‘chisq.test’
create_sce_from_dir: no visible global function definition for
‘setNames’
create_spe: no visible binding for global variable ‘barcode’
create_spe: no visible binding for global variable ‘in_tissue’
download_oarfish: no visible global function definition for
‘download.file’
download_oarfish: no visible global function definition for ‘unzip’
filter_coverage: no visible global function definition for
‘starts_with’
filter_coverage: no visible binding for global variable ‘filter_res’
find_variants: no visible global function definition for ‘setNames’
find_variants_grange: no visible binding for global variable
‘which_label’
find_variants_grange: no visible binding for global variable
‘nucleotide’
find_variants_grange: no visible binding for global variable ‘pos’
find_variants_grange: no visible binding for global variable ‘count’
find_variants_grange: no visible binding for global variable
‘counts_no_ins’
find_variants_grange: no visible binding for global variable ‘ref’
generate_sc_sce: no visible binding for global variable ‘FSM_match’
get_coverage: no visible binding for global variable ‘Freq’
homopolymer_pct : <anonymous>: no visible binding for global variable
‘Freq’
homopolymer_pct : <anonymous>: no visible binding for global variable
‘pct’
plot_coverage: no visible binding for global variable ‘tr_length’
plot_coverage: no visible binding for global variable ‘read_counts’
plot_coverage: no visible binding for global variable ‘total_counts’
plot_coverage: no visible binding for global variable ‘cumpct’
plot_coverage: no visible binding for global variable ‘length_bin’
plot_coverage: no visible binding for global variable ‘min_length’
plot_coverage: no visible binding for global variable ‘max_length’
plot_coverage: no visible global function definition for ‘head’
plot_coverage: no visible binding for global variable ‘transcript’
plot_demultiplex_raw: no visible binding for global variable ‘Sample’
plot_demultiplex_raw: no visible binding for global variable
‘CellBarcode’
plot_demultiplex_raw: no visible binding for global variable ‘UMI’
plot_demultiplex_raw: no visible binding for global variable
‘UMI_count’
plot_demultiplex_raw: no visible binding for global variable
‘barcode_rank’
plot_demultiplex_raw: no visible binding for global variable
‘FlankEditDist’
plot_demultiplex_raw: no visible binding for global variable ‘n_reads’
plot_demultiplex_raw: no visible binding for global variable
‘BarcodeEditDist’
plot_demultiplex_raw: no visible binding for global variable ‘total
reads’
plot_demultiplex_raw: no visible binding for global variable
‘demultiplexed reads’
plot_demultiplex_raw: no visible binding for global variable ‘single
match reads’
plot_demultiplex_raw: no visible binding for global variable
‘undemultiplexted reads’
plot_demultiplex_raw: no visible binding for global variable
‘multi-matching reads’
plot_demultiplex_raw: no visible binding for global variable ‘Type’
plot_demultiplex_raw: no visible binding for global variable ‘Reads’
plot_demultiplex_raw: no visible binding for global variable ‘input’
plot_demultiplex_raw: no visible binding for global variable ‘output’
plot_demultiplex_raw: no visible binding for global variable
‘read1_with_adapter’
plot_demultiplex_raw: no visible binding for global variable ‘Count’
plot_flagstat: no visible global function definition for ‘everything’
plot_flagstat: no visible binding for global variable ‘name’
plot_flagstat: no visible binding for global variable ‘value’
plot_isoform_reduced_dim: no visible binding for global variable ‘x’
plot_isoform_reduced_dim: no visible binding for global variable ‘y’
plot_isoform_reduced_dim: no visible binding for global variable ‘expr’
plot_spatial: no visible binding for global variable ‘imageX’
plot_spatial: no visible binding for global variable ‘imageY’
plot_spatial_feature: no visible binding for global variable ‘imageX’
plot_spatial_feature: no visible binding for global variable ‘imageY’
plot_spatial_feature: no visible binding for global variable ‘x’
plot_spatial_feature: no visible binding for global variable ‘y’
plot_spatial_feature: no visible global function definition for
‘scale_alpha_continuous’
plot_spatial_feature: no visible global function definition for
‘scale_colour_gradient’
plot_spatial_isoform: no visible global function definition for ‘head’
plot_spatial_pie: no visible global function definition for ‘setNames’
plot_spatial_pie: no visible global function definition for ‘head’
plot_spatial_pie: no visible binding for global variable ‘imageX’
plot_spatial_pie: no visible binding for global variable ‘imageY’
sc_gene_entropy: no visible global function definition for ‘as’
sc_genotype: no visible binding for global variable ‘allele’
sc_genotype: no visible binding for global variable ‘allele_count’
sc_genotype: no visible binding for global variable ‘barcode’
sc_genotype: no visible binding for global variable ‘pct’
sc_mutations: no visible binding for global variable ‘mutation_index’
sc_mutations: no visible binding for global variable ‘bam_index’
sc_plot_genotype: no visible global function definition for ‘setNames’
sc_plot_genotype: no visible binding for global variable ‘barcode’
sc_plot_genotype: no visible binding for global variable ‘genotype’
sc_plot_genotype: no visible binding for global variable ‘x’
sc_plot_genotype: no visible binding for global variable ‘y’
sc_transcript_usage_chisq: no visible global function definition for
‘as’
sc_transcript_usage_chisq: no visible binding for global variable
‘p.value’
sc_transcript_usage_chisq: no visible binding for global variable
‘adj.p.value’
sc_transcript_usage_permutation: no visible binding for global variable
‘total’
sc_transcript_usage_permutation: no visible binding for global variable
‘test’
sc_transcript_usage_permutation: no visible global function definition
for ‘as’
sc_transcript_usage_permutation : <anonymous>: no visible global
function definition for ‘as’
sc_transcript_usage_permutation : <anonymous> : <anonymous>: no visible
global function definition for ‘na.omit’
sc_transcript_usage_permutation: no visible binding for global variable
‘transcript’
sc_transcript_usage_permutation: no visible binding for global variable
‘p.value’
sc_transcript_usage_permutation: no visible binding for global variable
‘adj.p.value’
variant_count_tb: no visible binding for global variable ‘barcode’
variant_count_tb: no visible binding for global variable ‘allele_count’
variant_count_tb: no visible binding for global variable
‘cell_total_reads’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible binding
for global variable ‘expect_cell_number’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible binding
for global variable ‘fastq’
barcode_demultiplex,FLAMES.MultiSampleSCPipeline: no visible binding
for global variable ‘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/4.6-arm64/Resources/library/FLAMES/libs/FLAMES.so’:
Found ‘___assert_rtn’, possibly from ‘assert’ (C)
Found ‘___stderrp’, possibly from ‘stderr’ (C)
Found ‘___stdoutp’, possibly from ‘stdout’ (C)
Found ‘_abort’, possibly from ‘abort’ (C)
Found ‘_exit’, possibly from ‘exit’ (C)
Compiled code should not call entry points which might terminate R nor
write to stdout/stderr instead of to the console, nor use Fortran I/O
nor system RNGs nor [v]sprintf. The detected symbols are linked into
the code but might come from libraries and not actually be called.
See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual.
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
user system elapsed
plot_isoform_reduced_dim 10.166 0.122 10.940
sc_long_multisample_pipeline 7.753 1.338 6.049
find_variants 7.595 0.184 7.691
sc_plot_genotype 5.891 0.132 5.460
MultiSampleSCPipeline 5.137 0.712 8.250
sc_DTU_analysis 4.451 0.585 4.164
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
Running ‘testthat.R’
OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE
Status: 5 NOTEs
See
‘/Users/biocbuild/bbs-3.23-bioc/meat/FLAMES.Rcheck/00check.log’
for details.
FLAMES.Rcheck/00install.out
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###
### Running command:
###
### /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL FLAMES
###
##############################################################################
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* installing to library ‘/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library’
* installing *source* package ‘FLAMES’ ...
** this is package ‘FLAMES’ version ‘2.5.1’
** using non-staged installation via StagedInstall field
** libs
using C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.1.0.2.5)’
using C++17
using SDK: ‘MacOSX11.3.1.sdk’
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c RcppExports.cpp -o RcppExports.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c RcppFunctions.cpp -o RcppFunctions.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c classes/BamRecord.cpp -o classes/BamRecord.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c classes/GFFRecord.cpp -o classes/GFFRecord.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c classes/GeneAnnotationParser.cpp -o classes/GeneAnnotationParser.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c classes/Isoforms.cpp -o classes/Isoforms.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c classes/junctions.cpp -o classes/junctions.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c main-functions/find_isoform.cpp -o main-functions/find_isoform.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c main-functions/flexiplex.cpp -o main-functions/flexiplex.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c main-functions/get_transcript_seq.cpp -o main-functions/get_transcript_seq.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c main-functions/group_bam2isoform.cpp -o main-functions/group_bam2isoform.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c main-functions/pileup_readid.cpp -o main-functions/pileup_readid.o
main-functions/pileup_readid.cpp:86:16: warning: unused variable 'end' [-Wunused-variable]
unsigned int end;
^
1 warning generated.
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c tests/test-junctions.cpp -o tests/test-junctions.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c tests/test-parsing.cpp -o tests/test-parsing.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c utility/cigars.cpp -o utility/cigars.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c utility/edlib-1.2.7/edlib.cpp -o utility/edlib-1.2.7/edlib.o
clang -arch arm64 -std=gnu2x -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -pthread -D_FILE_OFFSET_BITS=64 -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/testthat/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c utility/bam.c -o utility/bam.o
clang++ -arch arm64 -std=gnu++17 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/arm64/lib -o FLAMES.so RcppExports.o RcppFunctions.o classes/BamRecord.o classes/GFFRecord.o classes/GeneAnnotationParser.o classes/Isoforms.o classes/junctions.o main-functions/find_isoform.o main-functions/flexiplex.o main-functions/get_transcript_seq.o main-functions/group_bam2isoform.o main-functions/pileup_readid.o tests/test-junctions.o tests/test-parsing.o utility/cigars.o utility/edlib-1.2.7/edlib.o utility/bam.o -pthread -lz /Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rhtslib/usrlib/libhts.a -lcurl -lbz2 -llzma -lz -F/Library/Frameworks/R.framework/.. -framework R
ld: warning: ignoring duplicate libraries: '-lz'
if test -e "/usr/bin/strip" & test -e "/bin/uname" & [[ `uname` == "Linux" ]] ; then /usr/bin/strip --strip-debug FLAMES.so; fi
Building for ARM64
(cd submodule/minimap2 && make -f Makefile CFLAGS="-falign-functions=64 -Wall -g -O2 -Wno-unused-result" arm_neon=1 aarch64=1 minimap2)
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon main.c -o main.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon kthread.c -o kthread.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon kalloc.c -o kalloc.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon misc.c -o misc.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon bseq.c -o bseq.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon sketch.c -o sketch.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon sdust.c -o sdust.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon options.c -o options.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon index.c -o index.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon lchain.c -o lchain.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon align.c -o align.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon hit.c -o hit.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon seed.c -o seed.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon jump.c -o jump.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon map.c -o map.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon format.c -o format.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon pe.c -o pe.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon esterr.c -o esterr.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon splitidx.c -o splitidx.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -Isse2neon ksw2_ll_sse.c -o ksw2_ll_sse.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -DKSW_SSE2_ONLY -D__SSE2__ -Isse2neon ksw2_extz2_sse.c -o ksw2_extz2_neon.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -DKSW_SSE2_ONLY -D__SSE2__ -Isse2neon ksw2_extd2_sse.c -o ksw2_extd2_neon.o
cc -c -falign-functions=64 -Wall -g -O2 -Wno-unused-result -DHAVE_KALLOC -DKSW_SSE2_ONLY -D__SSE2__ -Isse2neon ksw2_exts2_sse.c -o ksw2_exts2_neon.o
ar -csru libminimap2.a kthread.o kalloc.o misc.o bseq.o sketch.o sdust.o options.o index.o lchain.o align.o hit.o seed.o jump.o map.o format.o pe.o esterr.o splitidx.o ksw2_ll_sse.o ksw2_extz2_neon.o ksw2_extd2_neon.o ksw2_exts2_neon.o
cc -falign-functions=64 -Wall -g -O2 -Wno-unused-result main.o -o minimap2 -L. -lminimap2 -lm -lz -lpthread
echo "Installing binary to /Users/biocbuild/bbs-3.23-bioc/meat/FLAMES/src/../inst/bin"
Installing binary to /Users/biocbuild/bbs-3.23-bioc/meat/FLAMES/src/../inst/bin
mkdir -p ../inst/bin
cp submodule/minimap2/minimap2 ../inst/bin/
Building oarfish with cargo
mkdir -p ../inst/bin
mkdir cargo_temp
(cargo install oarfish --root cargo_temp --bin oarfish --vers 0.8.0)
Updating crates.io index
Installing oarfish v0.8.0
Updating crates.io index
Locking 262 packages to latest compatible versions
Adding generic-array v0.14.7 (available: v0.14.9)
Adding indicatif v0.17.11 (available: v0.18.3)
Adding noodles-bam v0.78.0 (available: v0.84.0)
Adding noodles-bgzf v0.38.0 (available: v0.44.0)
Adding noodles-sam v0.74.0 (available: v0.80.0)
Adding tabled v0.18.0 (available: v0.20.0)
Adding typed-builder v0.21.2 (available: v0.23.0)
Downloading crates ...
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Compiling libc v0.2.177
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Compiling statrs v0.18.0
Compiling oarfish v0.8.0
Finished `release` profile [optimized] target(s) in 32.03s
Installing cargo_temp/bin/oarfish
Installed package `oarfish v0.8.0` (executable `oarfish`)
warning: be sure to add `cargo_temp/bin` to your PATH to be able to run the installed binaries
cp cargo_temp/bin/oarfish ../inst/bin/
cargo uninstall oarfish --root cargo_temp
Removing cargo_temp/bin/oarfish
rm -rf cargo_temp
installing to /Library/Frameworks/R.framework/Versions/4.6-arm64/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)
FLAMES.Rcheck/tests/testthat.Rout
R Under development (unstable) (2025-11-04 r88984) -- "Unsuffered Consequences"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: aarch64-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: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e7332e737/config_file_92798.json
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e7332e737/config_file_92798.json
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e7332e737/config_file_92798.json
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4a419ace/config_file_92798.json
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e630c735f/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads Barcodes
10 2
9 2
8 5
7 4
6 3
5 7
4 14
3 14
2 29
1 57
Skipping TSO trimming...
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbd1ae5/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads Barcodes
10 2
9 2
8 5
7 4
6 3
5 7
4 14
3 14
2 29
1 57
Skipping TSO trimming...
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbd1ae5/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e3553f056/musc_rps24_1.fastq
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e3553f056/musc_rps24_2.fastq
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e3553f056/musc_rps24_3.fastq
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e3553f056/musc_rps24_4.fastq
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads Barcodes
10 2
9 2
8 5
7 4
6 3
5 7
4 14
3 14
2 29
1 57
Skipping TSO trimming...
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e20d3b7dd/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads Barcodes
10 2
9 2
8 5
7 4
6 3
5 7
4 14
3 14
2 29
1 57
Skipping TSO trimming...
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e62a8da50/config_file_92798.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 @ Fri Nov 14 19:59:11 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e62a8da50/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e62a8da50/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e62a8da50/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
-- Running step: isoform_identification @ Fri Nov 14 19:59:12 2025 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---
|
| | 0%[19:59:15] 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.
[19:59:15] 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.
[19:59:15] 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.
[19:59:15] 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.
[19:59:15] 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.
[19:59:15] 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 @ Fri Nov 14 19:59:21 2025 -------------------
Realigning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e62a8da50/sample1_realign2transcript.bam
Skipped sorting BAM files.
Realigning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e62a8da50/sample2_realign2transcript.bam
Skipped sorting BAM files.
Realigning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e62a8da50/sample3_realign2transcript.bam
Skipped sorting BAM files.
-- Running step: transcript_quantification @ Fri Nov 14 19:59:21 2025 ----------
[2m2025-11-15T00:59:21.782278Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T00:59:21.782721Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e62a8da50/sample1_realign2transcript.bam, contains 5 reference sequences.
[2m2025-11-15T00:59:21.782741Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T00:59:21.782748Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T00:59:21.782780Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T00:59:21.782788Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2025-11-15T00:59:21.784749Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2025-11-15T00:59:21.784861Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m
discard_table:
╭─────────────────────────────────┬───────╮
│ reason │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end │ 0 │
│ too far from 3' end │ 0 │
│ score too low │ 253 │
│ aligned fraction too low │ 4 │
│ aligned length too short │ 0 │
│ inconsistent orientation │ 0 │
│ supplementary alignment │ 1 │
│ reads with valid best alignment │ 96 │
╰─────────────────────────────────┴───────╯
[2m2025-11-15T00:59:21.784884Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 116
[2m2025-11-15T00:59:21.784888Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 96
[2m2025-11-15T00:59:21.784891Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 86
[2m2025-11-15T00:59:21.786611Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2025-11-15T00:59:21.817475Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T00:59:21.824139Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e62a8da50/sample2_realign2transcript.bam, contains 5 reference sequences.
[2m2025-11-15T00:59:21.824159Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T00:59:21.824164Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T00:59:21.824200Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T00:59:21.824207Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2025-11-15T00:59:21.825758Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2025-11-15T00:59:21.825955Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m
discard_table:
╭─────────────────────────────────┬───────╮
│ reason │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end │ 0 │
│ too far from 3' end │ 0 │
│ score too low │ 251 │
│ aligned fraction too low │ 5 │
│ aligned length too short │ 0 │
│ inconsistent orientation │ 0 │
│ supplementary alignment │ 2 │
│ reads with valid best alignment │ 95 │
╰─────────────────────────────────┴───────╯
[2m2025-11-15T00:59:21.826000Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 114
[2m2025-11-15T00:59:21.826009Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 95
[2m2025-11-15T00:59:21.826015Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 82
[2m2025-11-15T00:59:21.827884Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2025-11-15T00:59:21.844959Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T00:59:21.845269Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e62a8da50/sample3_realign2transcript.bam, contains 5 reference sequences.
[2m2025-11-15T00:59:21.845309Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T00:59:21.845314Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T00:59:21.845355Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T00:59:21.845363Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2025-11-15T00:59:21.847689Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 2 unmapped read records.
[2m2025-11-15T00:59:21.847792Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m
discard_table:
╭─────────────────────────────────┬───────╮
│ reason │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end │ 0 │
│ too far from 3' end │ 0 │
│ score too low │ 398 │
│ aligned fraction too low │ 12 │
│ aligned length too short │ 0 │
│ inconsistent orientation │ 0 │
│ supplementary alignment │ 5 │
│ reads with valid best alignment │ 179 │
╰─────────────────────────────────┴───────╯
[2m2025-11-15T00:59:21.847817Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 239
[2m2025-11-15T00:59:21.847822Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 179
[2m2025-11-15T00:59:21.847825Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 143
[2m2025-11-15T00:59:21.849745Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e2d559bd2/config_file_92798.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 @ Fri Nov 14 19:59:22 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e2d559bd2/sample1_align2genome.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e2d559bd2/sample2_align2genome.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e2d559bd2/sample3_align2genome.bam
-- Running step: isoform_identification @ Fri Nov 14 19:59:32 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 @ Fri Nov 14 19:59:39 2025 -------------------
Realignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e2d559bd2/sample1_realign2transcript.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e2d559bd2/sample2_realign2transcript.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e2d559bd2/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Fri Nov 14 19:59:48 2025 ----------
[2m2025-11-15T00:59:48.968013Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T00:59:48.968407Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e2d559bd2/sample1_realign2transcript.bam, contains 5 reference sequences.
[2m2025-11-15T00:59:48.968449Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T00:59:48.968469Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T00:59:48.968539Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T00:59:48.968561Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2025-11-15T00:59:48.970302Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2025-11-15T00:59:48.970546Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m
discard_table:
╭─────────────────────────────────┬───────╮
│ reason │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end │ 0 │
│ too far from 3' end │ 0 │
│ score too low │ 253 │
│ aligned fraction too low │ 4 │
│ aligned length too short │ 0 │
│ inconsistent orientation │ 0 │
│ supplementary alignment │ 1 │
│ reads with valid best alignment │ 96 │
╰─────────────────────────────────┴───────╯
[2m2025-11-15T00:59:48.970605Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 116
[2m2025-11-15T00:59:48.970627Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 96
[2m2025-11-15T00:59:48.970650Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 86
[2m2025-11-15T00:59:48.974084Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2025-11-15T00:59:48.998847Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T00:59:49.003033Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e2d559bd2/sample2_realign2transcript.bam, contains 5 reference sequences.
[2m2025-11-15T00:59:49.003096Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T00:59:49.003119Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T00:59:49.008771Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T00:59:49.008826Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2025-11-15T00:59:49.010656Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2025-11-15T00:59:49.010908Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m
discard_table:
╭─────────────────────────────────┬───────╮
│ reason │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end │ 0 │
│ too far from 3' end │ 0 │
│ score too low │ 251 │
│ aligned fraction too low │ 5 │
│ aligned length too short │ 0 │
│ inconsistent orientation │ 0 │
│ supplementary alignment │ 2 │
│ reads with valid best alignment │ 95 │
╰─────────────────────────────────┴───────╯
[2m2025-11-15T00:59:49.010974Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 114
[2m2025-11-15T00:59:49.010986Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 95
[2m2025-11-15T00:59:49.010997Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 82
[2m2025-11-15T00:59:49.017974Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2025-11-15T00:59:49.038528Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T00:59:49.038997Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e2d559bd2/sample3_realign2transcript.bam, contains 5 reference sequences.
[2m2025-11-15T00:59:49.039034Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T00:59:49.039045Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T00:59:49.039118Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T00:59:49.039132Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2025-11-15T00:59:49.041765Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 2 unmapped read records.
[2m2025-11-15T00:59:49.042120Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m
discard_table:
╭─────────────────────────────────┬───────╮
│ reason │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end │ 0 │
│ too far from 3' end │ 0 │
│ score too low │ 398 │
│ aligned fraction too low │ 12 │
│ aligned length too short │ 0 │
│ inconsistent orientation │ 0 │
│ supplementary alignment │ 5 │
│ reads with valid best alignment │ 179 │
╰─────────────────────────────────┴───────╯
[2m2025-11-15T00:59:49.042164Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 239
[2m2025-11-15T00:59:49.042174Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 179
[2m2025-11-15T00:59:49.042210Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 143
[2m2025-11-15T00:59:49.044674Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4bbd6a7/config_file_92798.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 @ Fri Nov 14 19:59:49 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4bbd6a7/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4bbd6a7/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4bbd6a7/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
-- Running step: isoform_identification @ Fri Nov 14 19:59:50 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 @ Fri Nov 14 19:59:56 2025 -------------------
Realigning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4bbd6a7/sample1_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Realigning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4bbd6a7/sample2_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Realigning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4bbd6a7/sample3_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
-- Running step: transcript_quantification @ Fri Nov 14 19:59:56 2025 ----------
19:59:56 Fri Nov 14 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: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51ce34ee/config_file_92798.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 @ Fri Nov 14 19:59:57 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51ce34ee/sample1_align2genome.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51ce34ee/sample2_align2genome.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51ce34ee/sample3_align2genome.bam
-- Running step: isoform_identification @ Fri Nov 14 20:00:06 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 @ Fri Nov 14 20:00:13 2025 -------------------
Realignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51ce34ee/sample1_realign2transcript.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51ce34ee/sample2_realign2transcript.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51ce34ee/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Fri Nov 14 20:00:22 2025 ----------
20:00:22 Fri Nov 14 2025 quantify transcripts
Found realignment file(s): sample1_realign2transcript.bam
sample2_realign2transcript.bam
sample3_realign2transcript.bam
Inputs: ['/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4bbd6a7/sample3_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4bbd6a7/sample2_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4bbd6a7/sample1_realign2transcript.bam'] /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4bbd6a7/transcript_assembly.fa.fai 5 0.4 0.4
Counter({'counted_reads': 375, 'not_enough_coverage': 16, 'unmapped': 2})
Inputs: ['/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51ce34ee/sample3_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51ce34ee/sample2_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51ce34ee/sample1_realign2transcript.bam'] /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51ce34ee/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: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e46ededaa/config_file_92798.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 @ Fri Nov 14 20:00:23 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e46ededaa/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e46ededaa/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e46ededaa/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
-- Running step: isoform_identification @ Fri Nov 14 20:00:24 2025 -------------
#### Read gene annotations
Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Fri Nov 14 20:00:24 2025 -------------------
Realigning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e46ededaa/sample1_realign2transcript.bam
Skipped sorting BAM files.
Realigning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e46ededaa/sample2_realign2transcript.bam
Skipped sorting BAM files.
Realigning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e46ededaa/sample3_realign2transcript.bam
Skipped sorting BAM files.
-- Running step: transcript_quantification @ Fri Nov 14 20:00:24 2025 ----------
[2m2025-11-15T01:00:24.860340Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:00:24.860726Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e46ededaa/sample1_realign2transcript.bam, contains 10 reference sequences.
[2m2025-11-15T01:00:24.860756Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:00:24.860770Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:00:24.860841Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:00:24.860859Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2025-11-15T01:00:24.863391Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2025-11-15T01:00:24.863492Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m
discard_table:
╭─────────────────────────────────┬───────╮
│ reason │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end │ 0 │
│ too far from 3' end │ 0 │
│ score too low │ 707 │
│ aligned fraction too low │ 2 │
│ aligned length too short │ 0 │
│ inconsistent orientation │ 0 │
│ supplementary alignment │ 0 │
│ reads with valid best alignment │ 98 │
╰─────────────────────────────────┴───────╯
[2m2025-11-15T01:00:24.863517Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 125
[2m2025-11-15T01:00:24.863522Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 98
[2m2025-11-15T01:00:24.863554Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 86
[2m2025-11-15T01:00:24.867990Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2025-11-15T01:00:24.888695Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:00:24.889023Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e46ededaa/sample2_realign2transcript.bam, contains 10 reference sequences.
[2m2025-11-15T01:00:24.889053Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:00:24.889065Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:00:24.889133Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:00:24.889148Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2025-11-15T01:00:24.892243Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2025-11-15T01:00:24.892457Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m
discard_table:
╭─────────────────────────────────┬───────╮
│ reason │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end │ 0 │
│ too far from 3' end │ 0 │
│ score too low │ 701 │
│ aligned fraction too low │ 3 │
│ aligned length too short │ 0 │
│ inconsistent orientation │ 0 │
│ supplementary alignment │ 0 │
│ reads with valid best alignment │ 97 │
╰─────────────────────────────────┴───────╯
[2m2025-11-15T01:00:24.892497Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 136
[2m2025-11-15T01:00:24.892507Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 97
[2m2025-11-15T01:00:24.892515Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 79
[2m2025-11-15T01:00:24.897441Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2025-11-15T01:00:24.920732Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:00:24.921148Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e46ededaa/sample3_realign2transcript.bam, contains 10 reference sequences.
[2m2025-11-15T01:00:24.921226Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:00:24.921247Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:00:24.921443Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:00:24.921533Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2025-11-15T01:00:24.926151Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2025-11-15T01:00:24.926327Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m
discard_table:
╭─────────────────────────────────┬───────╮
│ reason │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end │ 0 │
│ too far from 3' end │ 0 │
│ score too low │ 1060 │
│ aligned fraction too low │ 6 │
│ aligned length too short │ 0 │
│ inconsistent orientation │ 0 │
│ supplementary alignment │ 0 │
│ reads with valid best alignment │ 187 │
╰─────────────────────────────────┴───────╯
[2m2025-11-15T01:00:24.926405Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 272
[2m2025-11-15T01:00:24.926418Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 187
[2m2025-11-15T01:00:24.926426Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 140
[2m2025-11-15T01:00:24.930917Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e667eecce/config_file_92798.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 @ Fri Nov 14 20:00:25 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e667eecce/sample1_align2genome.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e667eecce/sample2_align2genome.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e667eecce/sample3_align2genome.bam
-- Running step: isoform_identification @ Fri Nov 14 20:00:34 2025 -------------
#### Read gene annotations
Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Fri Nov 14 20:00:35 2025 -------------------
Realignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e667eecce/sample1_realign2transcript.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e667eecce/sample2_realign2transcript.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e667eecce/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Fri Nov 14 20:00:44 2025 ----------
[2m2025-11-15T01:00:44.535128Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:00:44.535455Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e667eecce/sample1_realign2transcript.bam, contains 10 reference sequences.
[2m2025-11-15T01:00:44.535479Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:00:44.535488Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:00:44.535556Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:00:44.535567Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2025-11-15T01:00:44.538236Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2025-11-15T01:00:44.538376Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m
discard_table:
╭─────────────────────────────────┬───────╮
│ reason │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end │ 0 │
│ too far from 3' end │ 0 │
│ score too low │ 707 │
│ aligned fraction too low │ 2 │
│ aligned length too short │ 0 │
│ inconsistent orientation │ 0 │
│ supplementary alignment │ 0 │
│ reads with valid best alignment │ 98 │
╰─────────────────────────────────┴───────╯
[2m2025-11-15T01:00:44.538432Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 125
[2m2025-11-15T01:00:44.538439Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 98
[2m2025-11-15T01:00:44.538444Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 86
[2m2025-11-15T01:00:44.541114Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2025-11-15T01:00:44.560149Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:00:44.560479Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e667eecce/sample2_realign2transcript.bam, contains 10 reference sequences.
[2m2025-11-15T01:00:44.560505Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:00:44.560514Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:00:44.560681Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:00:44.560724Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2025-11-15T01:00:44.562918Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2025-11-15T01:00:44.563044Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m
discard_table:
╭─────────────────────────────────┬───────╮
│ reason │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end │ 0 │
│ too far from 3' end │ 0 │
│ score too low │ 701 │
│ aligned fraction too low │ 3 │
│ aligned length too short │ 0 │
│ inconsistent orientation │ 0 │
│ supplementary alignment │ 0 │
│ reads with valid best alignment │ 97 │
╰─────────────────────────────────┴───────╯
[2m2025-11-15T01:00:44.563083Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 136
[2m2025-11-15T01:00:44.563086Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 97
[2m2025-11-15T01:00:44.563089Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 79
[2m2025-11-15T01:00:44.564515Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
[2m2025-11-15T01:00:44.585624Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:00:44.585951Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e667eecce/sample3_realign2transcript.bam, contains 10 reference sequences.
[2m2025-11-15T01:00:44.586005Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:00:44.586043Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:00:44.586118Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:00:44.586136Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2025-11-15T01:00:44.592494Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m the alignment file contained 0 unmapped read records.
[2m2025-11-15T01:00:44.592715Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m
discard_table:
╭─────────────────────────────────┬───────╮
│ reason │ count │
├─────────────────────────────────┼───────┤
│ too far from 5' end │ 0 │
│ too far from 3' end │ 0 │
│ score too low │ 1060 │
│ aligned fraction too low │ 6 │
│ aligned length too short │ 0 │
│ inconsistent orientation │ 0 │
│ supplementary alignment │ 0 │
│ reads with valid best alignment │ 187 │
╰─────────────────────────────────┴───────╯
[2m2025-11-15T01:00:44.592756Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m Total number of alignment records : 272
[2m2025-11-15T01:00:44.592764Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of aligned reads : 187
[2m2025-11-15T01:00:44.592771Z[0m [32m INFO[0m [2moarfish::bulk[0m[2m:[0m number of unique alignments : 140
[2m2025-11-15T01:00:44.595719Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m oarfish completed successfully.
Testing: run_FLAMES(BulkPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e25a5c82f/config_file_92798.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 @ Fri Nov 14 20:00:44 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e25a5c82f/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e25a5c82f/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e25a5c82f/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
-- Running step: isoform_identification @ Fri Nov 14 20:00:45 2025 -------------
#### Read gene annotations
Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Fri Nov 14 20:00:45 2025 -------------------
Realigning sample sample1 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e25a5c82f/sample1_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Realigning sample sample2 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e25a5c82f/sample2_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Realigning sample sample3 -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e25a5c82f/sample3_realign2transcript.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
-- Running step: transcript_quantification @ Fri Nov 14 20:00:46 2025 ----------
20:00:46 Fri Nov 14 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: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e47f33855/config_file_92798.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 @ Fri Nov 14 20:00:46 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e47f33855/sample1_align2genome.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e47f33855/sample2_align2genome.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e47f33855/sample3_align2genome.bam
-- Running step: isoform_identification @ Fri Nov 14 20:00:56 2025 -------------
Inputs: ['/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e25a5c82f/sample3_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e25a5c82f/sample2_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e25a5c82f/sample1_realign2transcript.bam'] /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e25a5c82f/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 @ Fri Nov 14 20:00:56 2025 -------------------
Realignment complete for the following samples:
sample1 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e47f33855/sample1_realign2transcript.bam
sample2 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e47f33855/sample2_realign2transcript.bam
sample3 ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e47f33855/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Fri Nov 14 20:01:05 2025 ----------
20:01:05 Fri Nov 14 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: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4dbd95fb/config_file_92798.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 @ Fri Nov 14 20:01:06 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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4dbd95fb/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.6-arm64/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 @ Fri Nov 14 20:01:06 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4dbd95fb/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4dbd95fb/align2genome.bam
Sorting BAM files by genome coordinates with 8 threads...
Indexing bam files
-- Running step: isoform_identification @ Fri Nov 14 20:01:06 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 @ Fri Nov 14 20:01:09 2025 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4dbd95fb/matched_reads.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4dbd95fb/matched_reads_dedup.fastq.gz
files not found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4dbd95fb/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4dbd95fb/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 @ Fri Nov 14 20:01:10 2025 ----------
[2m2025-11-15T01:01:10.082225Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:01:10.082466Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4dbd95fb/realign2transcript.bam, contains 5 reference sequences.
[2m2025-11-15T01:01:10.082492Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:01:10.082497Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:01:10.082534Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:01:10.082540Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2025-11-15T01:01:10.089544Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e6fa3fc63/config_file_92798.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 @ Fri Nov 14 20:01:10 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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e6fa3fc63/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.6-arm64/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 @ Fri Nov 14 20:01:10 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e6fa3fc63/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e6fa3fc63/align2genome.bam
-- Running step: isoform_identification @ Fri Nov 14 20:01:19 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 @ Fri Nov 14 20:01:22 2025 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e6fa3fc63/matched_reads.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e6fa3fc63/matched_reads_dedup.fastq.gz
files not found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e6fa3fc63/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e6fa3fc63/realign2transcript.bam
-- Running step: transcript_quantification @ Fri Nov 14 20:01:30 2025 ----------
[2m2025-11-15T01:01:30.984513Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:01:30.984945Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e6fa3fc63/realign2transcript.bam, contains 5 reference sequences.
[2m2025-11-15T01:01:30.984976Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:01:30.984983Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:01:30.985028Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:01:30.985038Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2025-11-15T01:01:30.994371Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e7f48e92b/config_file_92798.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 @ Fri Nov 14 20:01:31 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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e7f48e92b/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.6-arm64/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 @ Fri Nov 14 20:01:31 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e7f48e92b/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e7f48e92b/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 @ Fri Nov 14 20:01:31 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 @ Fri Nov 14 20:01:35 2025 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e7f48e92b/matched_reads.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e7f48e92b/matched_reads_dedup.fastq.gz
files not found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e7f48e92b/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e7f48e92b/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 @ Fri Nov 14 20:01:35 2025 ----------
20:01:35 Fri Nov 14 2025 quantify transcripts
Found realignment file(s): realign2transcript.bam
Inputs: ['/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e47f33855/sample3_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e47f33855/sample2_realign2transcript.bam', '/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e47f33855/sample1_realign2transcript.bam'] /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e47f33855/transcript_assembly.fa.fai 5 0.4 0.4
Counter({'counted_reads': 391, 'not_enough_coverage': 2})
Testing: run_FLAMES(SingleCellPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e76642250/config_file_92798.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 @ Fri Nov 14 20:01:35 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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e76642250/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.6-arm64/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 @ Fri Nov 14 20:01:35 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e76642250/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e76642250/align2genome.bam
-- Running step: isoform_identification @ Fri Nov 14 20:01:44 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 @ Fri Nov 14 20:01:47 2025 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e76642250/matched_reads.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e76642250/matched_reads_dedup.fastq.gz
files not found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e76642250/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e76642250/realign2transcript.bam
-- Running step: transcript_quantification @ Fri Nov 14 20:01:56 2025 ----------
20:01:56 Fri Nov 14 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: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1105e8a2/config_file_92798.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 @ Fri Nov 14 20:01:56 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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1105e8a2/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.6-arm64/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 @ Fri Nov 14 20:01:57 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1105e8a2/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1105e8a2/align2genome.bam
Sorting BAM files by genome coordinates with 8 threads...
Indexing bam files
-- Running step: isoform_identification @ Fri Nov 14 20:01:57 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 @ Fri Nov 14 20:01:57 2025 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1105e8a2/matched_reads.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1105e8a2/matched_reads_dedup.fastq.gz
files not found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1105e8a2/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1105e8a2/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 @ Fri Nov 14 20:01:57 2025 ----------
[2m2025-11-15T01:01:57.715407Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:01:57.715886Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1105e8a2/realign2transcript.bam, contains 10 reference sequences.
[2m2025-11-15T01:01:57.715957Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:01:57.715971Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:01:57.716068Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:01:57.716086Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2025-11-15T01:01:57.725006Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e68426a21/config_file_92798.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 @ Fri Nov 14 20:01:57 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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e68426a21/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.6-arm64/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 @ Fri Nov 14 20:01:58 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e68426a21/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e68426a21/align2genome.bam
-- Running step: isoform_identification @ Fri Nov 14 20:02:06 2025 -------------
#### Read gene annotations
Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Fri Nov 14 20:02:07 2025 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e68426a21/matched_reads.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e68426a21/matched_reads_dedup.fastq.gz
files not found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e68426a21/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e68426a21/realign2transcript.bam
-- Running step: transcript_quantification @ Fri Nov 14 20:02:15 2025 ----------
[2m2025-11-15T01:02:15.734605Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:02:15.735003Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e68426a21/realign2transcript.bam, contains 10 reference sequences.
[2m2025-11-15T01:02:15.735021Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:02:15.735028Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:02:15.735075Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:02:15.735084Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 10 transcripts.
[2m2025-11-15T01:02:15.739801Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e539d72da/config_file_92798.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 @ Fri Nov 14 20:02:16 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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e539d72da/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.6-arm64/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 @ Fri Nov 14 20:02:16 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e539d72da/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e539d72da/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 @ Fri Nov 14 20:02:16 2025 -------------
#### Read gene annotations
Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Fri Nov 14 20:02:16 2025 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e539d72da/matched_reads.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e539d72da/matched_reads_dedup.fastq.gz
files not found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e539d72da/matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e539d72da/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 @ Fri Nov 14 20:02:16 2025 ----------
20:02:16 Fri Nov 14 2025 quantify transcripts
Found realignment file(s): realign2transcript.bam
Testing: run_FLAMES(SingleCellPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e74356e8b/config_file_92798.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 @ Fri Nov 14 20:02:17 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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e74356e8b/bc_allow.tsv
Number of known barcodes: 143
Processing file: /Library/Frameworks/R.framework/Versions/4.6-arm64/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 @ Fri Nov 14 20:02:17 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e74356e8b/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e74356e8b/align2genome.bam
-- Running step: isoform_identification @ Fri Nov 14 20:02:25 2025 -------------
Counter({'counted_reads': 368, 'unmapped': 4})
#### Read gene annotations
Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Fri Nov 14 20:02:26 2025 -------------------
Checking for fastq file(s) /Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/FLAMES/extdata/fastq/musc_rps24.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e74356e8b/matched_reads.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e74356e8b/matched_reads_dedup.fastq.gz
files not found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e74356e8b/matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e74356e8b/realign2transcript.bam
-- Running step: transcript_quantification @ Fri Nov 14 20:02:34 2025 ----------
20:02:34 Fri Nov 14 2025 quantify transcripts
Found realignment file(s): realign2transcript.bam
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/config_file_92798.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 @ Fri Nov 14 20:02:35 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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads Barcodes
10 2
9 2
8 5
7 4
6 3
5 7
4 14
3 14
2 29
1 57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads Barcodes
4 1
3 9
2 9
1 44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads Barcodes
4 2
3 3
2 16
1 47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/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 @ Fri Nov 14 20:02:35 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sampleA_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sampleA_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample1_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample2_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample3_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
-- Running step: gene_quantification @ Fri Nov 14 20:02:36 2025 ----------------
20:02:36 Fri Nov 14 2025 quantify genes
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample3_align2genome.bam'
Counter({'counted_reads': 368, 'unmapped': 4})
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sampleA_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 55.76gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
2025-11-14 20:02:37.456 R[92798:32757371] XType: Using static font registry.
Generating deduplicated fastq file ...
Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 747434.60Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample1_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 134.93gene_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, 2240547.01Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample2_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 117.99gene_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, 2634613.07Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample3_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 87.28gene_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, 1127137.48Read/s]
-- Running step: isoform_identification @ Fri Nov 14 20:02:37 2025 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---
|
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|
|================== | 25%
|
|=================================== | 50%
|
|==================================================== | 75%
|
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Detected 6 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Fri Nov 14 20:02:45 2025 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/fastq/sample3.fq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample3_matched_reads.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample3_matched_reads_dedup.fastq.gz
files found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sampleA_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sampleA_realign2transcript.bam
Sorting BAM files by 1 with CB threads...
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample1_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample1_realign2transcript.bam
Sorting BAM files by 1 with CB threads...
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample2_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample2_realign2transcript.bam
Sorting BAM files by 1 with CB threads...
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample3_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample3_realign2transcript.bam
Sorting BAM files by 1 with CB threads...
-- Running step: transcript_quantification @ Fri Nov 14 20:02:46 2025 ----------
[2m2025-11-15T01:02:46.089069Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:02:46.089437Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sampleA_realign2transcript.bam, contains 5 reference sequences.
[2m2025-11-15T01:02:46.089470Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:02:46.089482Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:02:46.089541Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:02:46.089556Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2025-11-15T01:02:46.092562Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2025-11-15T01:02:46.201132Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:02:46.201452Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample1_realign2transcript.bam, contains 5 reference sequences.
[2m2025-11-15T01:02:46.201487Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:02:46.201494Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:02:46.201537Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:02:46.201546Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2025-11-15T01:02:46.307427Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:02:46.307820Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample2_realign2transcript.bam, contains 5 reference sequences.
[2m2025-11-15T01:02:46.307894Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:02:46.307911Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:02:46.307980Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:02:46.308001Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2025-11-15T01:02:46.436634Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:02:46.436966Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1fdadb3a/sample3_realign2transcript.bam, contains 5 reference sequences.
[2m2025-11-15T01:02:46.436996Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:02:46.437007Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:02:46.437066Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:02:46.437079Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=TRUE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/config_file_92798.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 @ Fri Nov 14 20:02:46 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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads Barcodes
10 2
9 2
8 5
7 4
6 3
5 7
4 14
3 14
2 29
1 57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads Barcodes
4 1
3 9
2 9
1 44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads Barcodes
4 2
3 3
2 16
1 47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/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 @ Fri Nov 14 20:02:47 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sampleA_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sampleA_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample1_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample1_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample2_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample2_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample3_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample3_align2genome.bam
-- Running step: gene_quantification @ Fri Nov 14 20:02:56 2025 ----------------
20:02:56 Fri Nov 14 2025 quantify genes
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample3_align2genome.bam'
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sampleA_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 57.06gene_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, 540865.53Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample1_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 150.62gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...
Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 431921.57Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample2_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 132.14gene_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, 651208.55Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample3_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 87.85gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...
Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 879751.66Read/s]
-- Running step: isoform_identification @ Fri Nov 14 20:02:57 2025 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---
|
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|
|================== | 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 @ Fri Nov 14 20:03:05 2025 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/fastq/sample3.fq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample3_matched_reads.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample3_matched_reads_dedup.fastq.gz
files found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sampleA_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sampleA_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample1_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample1_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample2_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample2_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample3_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Fri Nov 14 20:03:14 2025 ----------
[2m2025-11-15T01:03:14.267389Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:03:14.267831Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sampleA_realign2transcript.bam, contains 5 reference sequences.
[2m2025-11-15T01:03:14.267876Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:03:14.267890Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:03:14.267954Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:03:14.267971Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2025-11-15T01:03:14.272877Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2025-11-15T01:03:14.425898Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:03:14.426297Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample1_realign2transcript.bam, contains 5 reference sequences.
[2m2025-11-15T01:03:14.426361Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:03:14.426394Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:03:14.426463Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:03:14.426475Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2025-11-15T01:03:14.569070Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:03:14.569377Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample2_realign2transcript.bam, contains 5 reference sequences.
[2m2025-11-15T01:03:14.569395Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:03:14.569401Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:03:14.569442Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:03:14.569450Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
[2m2025-11-15T01:03:14.696307Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:03:14.696699Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5d9e6db5/sample3_realign2transcript.bam, contains 5 reference sequences.
[2m2025-11-15T01:03:14.696756Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:03:14.696768Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:03:14.696833Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:03:14.696848Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 5 transcripts.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/config_file_92798.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 @ Fri Nov 14 20:03:15 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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads Barcodes
10 2
9 2
8 5
7 4
6 3
5 7
4 14
3 14
2 29
1 57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads Barcodes
4 1
3 9
2 9
1 44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads Barcodes
4 2
3 3
2 16
1 47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/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 @ Fri Nov 14 20:03:15 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sampleA_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sampleA_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample1_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample1_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample2_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample2_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample3_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/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 @ Fri Nov 14 20:03:16 2025 ----------------
20:03:16 Fri Nov 14 2025 quantify genes
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample3_align2genome.bam'
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sampleA_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 52.57gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...
Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 523868.90Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample1_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 145.02gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...
Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1956298.51Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample2_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 154.35gene_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, 2876751.71Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample3_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 107.17gene_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, 895759.44Read/s]
-- Running step: isoform_identification @ Fri Nov 14 20:03:17 2025 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---
|
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|
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|
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|
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Detected 6 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Fri Nov 14 20:03:24 2025 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/fastq/sample3.fq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample3_matched_reads.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample3_matched_reads_dedup.fastq.gz
files found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sampleA_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sampleA_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample1_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample1_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample2_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample2_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample3_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/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 @ Fri Nov 14 20:03:25 2025 ----------
20:03:25 Fri Nov 14 2025 quantify transcripts
Found realignment file(s): sample1_realign2transcript.bam
sample2_realign2transcript.bam
sample3_realign2transcript.bam
sampleA_realign2transcript.bam
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample3_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample3_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sampleA_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sampleA_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample2_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample2_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample1_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e1cbca8ea/sample1_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=TRUE, oarfish=FALSE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/config_file_92798.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 @ Fri Nov 14 20:03:26 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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads Barcodes
10 2
9 2
8 5
7 4
6 3
5 7
4 14
3 14
2 29
1 57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads Barcodes
4 1
3 9
2 9
1 44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads Barcodes
4 2
3 3
2 16
1 47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/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 @ Fri Nov 14 20:03:26 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sampleA_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sampleA_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample1_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample1_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample2_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample2_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample3_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample3_align2genome.bam
-- Running step: gene_quantification @ Fri Nov 14 20:03:36 2025 ----------------
20:03:36 Fri Nov 14 2025 quantify genes
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample3_align2genome.bam'
Counter({'counted_reads': 168, 'not_enough_coverage': 6, 'unmapped': 2})
Counter({'counted_reads': 347, 'not_enough_coverage': 9, 'unmapped': 2})
Counter({'counted_reads': 92, 'not_enough_coverage': 3})
Counter({'counted_reads': 89, 'not_enough_coverage': 2})
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sampleA_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 65.53gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...
Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 554069.22Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample1_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 134.12gene_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, 1960321.56Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample2_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 140.56gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...
Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 2008381.54Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample3_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 87.28gene_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, 1337469.39Read/s]
-- Running step: isoform_identification @ Fri Nov 14 20:03:36 2025 -------------
Unzipping annotation file for bambu
--- Start generating read class files ---
|
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Detected 6 warnings across the samples during read class construction. Access warnings with metadata(bambuOutput)$warnings
--- Start extending annotations ---
WARNING - Less than 50 TRUE or FALSE read classes for NDR precision stabilization.
NDR will be approximated as: (1 - Transcript Model Prediction Score)
For your combination of sample and reference annotations we recommend an NDR of 0. You are currently using an NDR threshold of 0.5. A higher NDR is suited for samples where the reference annotations are poor and more novel transcripts are expected,whereas a lower NDR is suited for samples with already high quality annotations
--- Start isoform quantification ---
--- Finished running Bambu ---
-- Running step: read_realignment @ Fri Nov 14 20:03:44 2025 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/fastq/sample3.fq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample3_matched_reads.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample3_matched_reads_dedup.fastq.gz
files found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sampleA_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sampleA_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample1_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample1_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample2_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample2_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample3_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Fri Nov 14 20:03:53 2025 ----------
20:03:53 Fri Nov 14 2025 quantify transcripts
Found realignment file(s): sample1_realign2transcript.bam
sample2_realign2transcript.bam
sample3_realign2transcript.bam
sampleA_realign2transcript.bam
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample3_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample3_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sampleA_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sampleA_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample2_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample2_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample1_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5250c07e/sample1_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/config_file_92798.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 @ Fri Nov 14 20:03:54 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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads Barcodes
10 2
9 2
8 5
7 4
6 3
5 7
4 14
3 14
2 29
1 57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads Barcodes
4 1
3 9
2 9
1 44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads Barcodes
4 2
3 3
2 16
1 47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/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 @ Fri Nov 14 20:03:55 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sampleA_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sampleA_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample1_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample1_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample2_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample2_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample3_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample3_align2genome.bam
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
-- Running step: gene_quantification @ Fri Nov 14 20:03:55 2025 ----------------
20:03:55 Fri Nov 14 2025 quantify genes
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample3_align2genome.bam'
Counter({'counted_reads': 168, 'not_enough_coverage': 6, 'unmapped': 2})
Counter({'counted_reads': 347, 'not_enough_coverage': 9, 'unmapped': 2})
Counter({'counted_reads': 92, 'not_enough_coverage': 3})
Counter({'counted_reads': 89, 'not_enough_coverage': 2})
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sampleA_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 52.06gene_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, 650037.82Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample1_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 144.64gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...
Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 2073103.99Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample2_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 151.28gene_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, 2336919.99Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample3_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 98.44gene_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, 1431698.53Read/s]
-- Running step: isoform_identification @ Fri Nov 14 20:03:56 2025 -------------
#### Read gene annotations
Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Fri Nov 14 20:03:56 2025 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/fastq/sample3.fq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample3_matched_reads.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample3_matched_reads_dedup.fastq.gz
files found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sampleA_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sampleA_realign2transcript.bam
Sorting BAM files by 1 with CB threads...
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample1_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample1_realign2transcript.bam
Sorting BAM files by 1 with CB threads...
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample2_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample2_realign2transcript.bam
Sorting BAM files by 1 with CB threads...
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample3_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample3_realign2transcript.bam
Sorting BAM files by 1 with CB threads...
-- Running step: transcript_quantification @ Fri Nov 14 20:03:57 2025 ----------
[2m2025-11-15T01:03:57.508610Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:03:57.508931Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sampleA_realign2transcript.bam, contains 14 reference sequences.
[2m2025-11-15T01:03:57.509019Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:03:57.509039Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:03:57.509125Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:03:57.509143Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 14 transcripts.
[2m2025-11-15T01:03:57.516873Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2025-11-15T01:03:57.716436Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:03:57.716889Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample1_realign2transcript.bam, contains 14 reference sequences.
[2m2025-11-15T01:03:57.716919Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:03:57.716924Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:03:57.716969Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:03:57.716981Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 14 transcripts.
[2m2025-11-15T01:03:57.934221Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:03:57.934562Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample2_realign2transcript.bam, contains 14 reference sequences.
[2m2025-11-15T01:03:57.934626Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:03:57.934640Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:03:57.934736Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:03:57.934756Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 14 transcripts.
[2m2025-11-15T01:03:58.141397Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:03:58.141813Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e5e7f07f6/sample3_realign2transcript.bam, contains 14 reference sequences.
[2m2025-11-15T01:03:58.141872Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:03:58.141886Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:03:58.141972Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:03:58.141992Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 14 transcripts.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=TRUE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/config_file_92798.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 @ Fri Nov 14 20:03:58 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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads Barcodes
10 2
9 2
8 5
7 4
6 3
5 7
4 14
3 14
2 29
1 57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads Barcodes
4 1
3 9
2 9
1 44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads Barcodes
4 2
3 3
2 16
1 47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/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 @ Fri Nov 14 20:03:59 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sampleA_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sampleA_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample1_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample1_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample2_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample2_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample3_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample3_align2genome.bam
-- Running step: gene_quantification @ Fri Nov 14 20:04:08 2025 ----------------
20:04:08 Fri Nov 14 2025 quantify genes
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample3_align2genome.bam'
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sampleA_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 58.40gene_group/s]
/Library/Frameworks/R.framework/Versions/4.6-arm64/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, 642037.72Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample1_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 106.27gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...
Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 619579.30Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample2_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 150.16gene_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, 1901316.41Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample3_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 98.33gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...
Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 802338.36Read/s]
-- Running step: isoform_identification @ Fri Nov 14 20:04:08 2025 -------------
#### Read gene annotations
Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Fri Nov 14 20:04:09 2025 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/fastq/sample3.fq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample3_matched_reads.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample3_matched_reads_dedup.fastq.gz
files found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sampleA_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sampleA_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample1_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample1_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample2_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample2_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample3_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Fri Nov 14 20:04:18 2025 ----------
[2m2025-11-15T01:04:18.724523Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:04:18.724965Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sampleA_realign2transcript.bam, contains 14 reference sequences.
[2m2025-11-15T01:04:18.724996Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:04:18.725008Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:04:18.725084Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:04:18.725100Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 14 transcripts.
[2m2025-11-15T01:04:18.732481Z[0m [32m INFO[0m [2moarfish::single_cell[0m[2m:[0m Processed 100 cells.
[2m2025-11-15T01:04:18.999656Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:04:19.000034Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample1_realign2transcript.bam, contains 14 reference sequences.
[2m2025-11-15T01:04:19.000073Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:04:19.000081Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:04:19.000127Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:04:19.000137Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 14 transcripts.
[2m2025-11-15T01:04:19.247667Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:04:19.247988Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample2_realign2transcript.bam, contains 14 reference sequences.
[2m2025-11-15T01:04:19.248011Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:04:19.248017Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:04:19.248060Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:04:19.248070Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 14 transcripts.
[2m2025-11-15T01:04:19.457118Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m setting user-provided filter parameters.
[2m2025-11-15T01:04:19.457655Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m read header from BAM file /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e11f9988e/sample3_realign2transcript.bam, contains 14 reference sequences.
[2m2025-11-15T01:04:19.457718Z[0m [32m INFO[0m [2moarfish::alignment_parser[0m[2m:[0m saw minimap2 as a program in the header; proceeding.
[2m2025-11-15T01:04:19.457739Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m calculating seqcol digest
[2m2025-11-15T01:04:19.457823Z[0m [32m INFO[0m [2moarfish::util::digest_utils[0m[2m:[0m done calculating seqcol digest
[2m2025-11-15T01:04:19.457847Z[0m [32m INFO[0m [2moarfish[0m[2m:[0m parsed reference information for 14 transcripts.
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/config_file_92798.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 @ Fri Nov 14 20:04:19 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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads Barcodes
10 2
9 2
8 5
7 4
6 3
5 7
4 14
3 14
2 29
1 57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads Barcodes
4 1
3 9
2 9
1 44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads Barcodes
4 2
3 3
2 16
1 47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/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 @ Fri Nov 14 20:04:20 2025 -------------------
Creating junction bed file from GFF3 annotation.
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sampleA_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sampleA_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample1_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample1_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample2_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample2_align2genome.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Aligning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample3_matched_reads.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/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 @ Fri Nov 14 20:04:21 2025 ----------------
20:04:21 Fri Nov 14 2025 quantify genes
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample3_align2genome.bam'
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sampleA_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 62.56gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...
Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 629737.55Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample1_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 130.36gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...
Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1761720.43Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample2_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 140.92gene_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, 1494549.60Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample3_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 13.39gene_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, 1351257.73Read/s]
-- Running step: isoform_identification @ Fri Nov 14 20:04:21 2025 -------------
#### Read gene annotations
Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Fri Nov 14 20:04:22 2025 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/fastq/sample3.fq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample3_matched_reads.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample3_matched_reads_dedup.fastq.gz
files found
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sampleA_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sampleA_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample1_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample1_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample2_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample2_realign2transcript.bam
Your fastq file appears to have tags, but you did not provide the -y option to minimap2 to include the tags in the output.
Sorting BAM files by genome coordinates with 1 threads...
Indexing bam files
Realigning sample /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample3_matched_reads_dedup.fastq.gz -> /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/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 @ Fri Nov 14 20:04:22 2025 ----------
20:04:22 Fri Nov 14 2025 quantify transcripts
Found realignment file(s): sample1_realign2transcript.bam
sample2_realign2transcript.bam
sample3_realign2transcript.bam
sampleA_realign2transcript.bam
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample3_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample3_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sampleA_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sampleA_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample2_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample2_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample1_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e51dda01e/sample1_realign2transcript.bamdone
annotate_full_splice_match_all_sample...
Testing: run_FLAMES(MultiSampleSCPipeline, bambu=FALSE, oarfish=FALSE, controller=none)
Writing configuration parameters to: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/config_file_92798.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 @ Fri Nov 14 20:04:24 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 /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/fastq/sample1.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/fastq/sample2.fq.gz
Searching for barcodes...
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/fastq/sample3.fq.gz
Searching for barcodes...
Number of reads processed: 393
Number of reads where at least one barcode was found: 368
Number of reads with exactly one barcode match: 364
Number of chimera reads: 1
All done!
Reads Barcodes
10 2
9 2
8 5
7 4
6 3
5 7
4 14
3 14
2 29
1 57
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/fastq/sample1.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 92
Number of reads with exactly one barcode match: 91
Number of chimera reads: 1
All done!
Reads Barcodes
4 1
3 9
2 9
1 44
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/fastq/sample2.fq.gz
Searching for barcodes...
Number of reads processed: 100
Number of reads where at least one barcode was found: 95
Number of reads with exactly one barcode match: 94
Number of chimera reads: 0
All done!
Reads Barcodes
4 2
3 3
2 16
1 47
FLEXIPLEX 0.96.2
Setting max barcode edit distance to 2
Setting max flanking sequence edit distance to 8
Setting read IDs to be replaced
Setting number of threads to 1
Search pattern:
primer: CTACACGACGCTCTTCCGATCT
BC: NNNNNNNNNNNNNNNN
UMI: NNNNNNNNNNNN
polyT: TTTTTTTTT
Setting known barcodes from /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/bc_allow.tsv
Number of known barcodes: 143
Processing file: /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/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 @ Fri Nov 14 20:04:24 2025 -------------------
Creating junction bed file from GFF3 annotation.
Alignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sampleA_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sampleA_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample1_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample1_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample2_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample2_align2genome.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample3_matched_reads.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample3_align2genome.bam
-- Running step: gene_quantification @ Fri Nov 14 20:04:33 2025 ----------------
20:04:33 Fri Nov 14 2025 quantify genes
Using BAM(s):
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sampleA_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample1_align2genome.bam',
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample2_align2genome.bam',
and
'/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample3_align2genome.bam'
Counter({'counted_reads': 176})
Counter({'counted_reads': 358})
Counter({'counted_reads': 95})
Counter({'counted_reads': 91})
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sampleA_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 64.99gene_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, 420591.23Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample1_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 151.98gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...
Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1172510.34Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample2_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 131.59gene_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, 1862810.45Read/s]
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample3_align2genome.bam...
Assigning reads to genes...
Processed: 0%| | 0/1 [00:00<?, ?gene_group/s]
Processed: 100%|██████████| 1/1 [00:00<00:00, 107.45gene_group/s]
Writing the gene count matrix ...
Plotting the saturation curve ...
Generating deduplicated fastq file ...
Processed: 0Read [00:00, ?Read/s]
Processed: 2500.0Read [00:00, 1301447.19Read/s]
-- Running step: isoform_identification @ Fri Nov 14 20:04:34 2025 -------------
#### Read gene annotations
Removed similar transcripts in gene annotation: Counter()
#### find isoforms
chr14
-- Running step: read_realignment @ Fri Nov 14 20:04:34 2025 -------------------
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/fastq, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/fastq/sample1.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/fastq/sample2.fq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/fastq/sample3.fq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sampleA_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample1_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample2_matched_reads.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample3_matched_reads.fastq.gz
files found
Checking for fastq file(s) /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sampleA_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample1_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample2_matched_reads_dedup.fastq.gz, /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample3_matched_reads_dedup.fastq.gz
files found
Realignment complete for the following samples:
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sampleA_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sampleA_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample1_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample1_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample2_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample2_realign2transcript.bam
/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample3_matched_reads_dedup.fastq.gz ->/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample3_realign2transcript.bam
-- Running step: transcript_quantification @ Fri Nov 14 20:04:42 2025 ----------
20:04:42 Fri Nov 14 2025 quantify transcripts
Found realignment file(s): sample1_realign2transcript.bam
sample2_realign2transcript.bam
sample3_realign2transcript.bam
sampleA_realign2transcript.bam
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample3_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample3_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample3_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sampleA_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sampleA_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sampleA_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample2_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample2_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample2_realign2transcript.bamdone
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample1_realign2transcript.bam...
parsing /var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/sample1_realign2transcript.bamdone
wrt_tr_to_csv for/var/folders/r0/l4fjk6cj5xj0j3brt4bplpl40000gt/T//RtmpuYbA1E/file16a7e4fe368b0/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
301.834 20.750 342.019
/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 '
FLAMES.Rcheck/FLAMES-Ex.timings
| name | user | system | elapsed | |
| BulkPipeline | 2.210 | 0.265 | 2.980 | |
| MultiSampleSCPipeline | 5.137 | 0.712 | 8.250 | |
| SingleCellPipeline | 1.652 | 0.121 | 0.979 | |
| add_gene_counts | 0.099 | 0.002 | 0.116 | |
| annotation_to_fasta | 0.055 | 0.002 | 0.060 | |
| blaze | 2.607 | 0.319 | 3.258 | |
| bulk_long_pipeline | 2.027 | 0.499 | 1.802 | |
| combine_sce | 0.220 | 0.037 | 0.273 | |
| config-set | 0.102 | 0.109 | 0.224 | |
| config | 0.099 | 0.121 | 0.232 | |
| controllers-set | 0.148 | 0.035 | 0.201 | |
| controllers | 0.121 | 0.134 | 0.283 | |
| convolution_filter | 0.001 | 0.001 | 0.000 | |
| create_config | 0.003 | 0.001 | 0.005 | |
| create_sce_from_dir | 2.811 | 0.509 | 2.322 | |
| create_se_from_dir | 1.264 | 0.300 | 1.648 | |
| cutadapt | 0.060 | 0.020 | 0.082 | |
| example_pipeline | 0.098 | 0.014 | 0.118 | |
| experiment | 1.122 | 0.187 | 1.372 | |
| filter_annotation | 0.015 | 0.001 | 0.017 | |
| filter_coverage | 0.483 | 0.114 | 0.627 | |
| find_barcode | 0.159 | 0.029 | 0.221 | |
| find_bin | 0.003 | 0.006 | 0.012 | |
| find_variants | 7.595 | 0.184 | 7.691 | |
| get_coverage | 0.530 | 0.142 | 0.696 | |
| index_genome | 0.107 | 0.088 | 0.211 | |
| mutation_positions | 0.708 | 0.009 | 0.758 | |
| plot_coverage | 1.103 | 0.223 | 1.395 | |
| plot_demultiplex | 1.154 | 0.258 | 1.567 | |
| plot_demultiplex_raw | 0.627 | 0.040 | 0.733 | |
| plot_durations | 1.198 | 0.244 | 1.494 | |
| plot_isoform_heatmap | 2.653 | 0.119 | 2.884 | |
| plot_isoform_reduced_dim | 10.166 | 0.122 | 10.940 | |
| plot_isoforms | 1.196 | 0.006 | 1.286 | |
| resume_FLAMES | 1.284 | 0.257 | 1.628 | |
| run_FLAMES | 1.217 | 0.230 | 1.508 | |
| run_step | 0.627 | 0.182 | 0.846 | |
| sc_DTU_analysis | 4.451 | 0.585 | 4.164 | |
| sc_gene_entropy | 0.883 | 0.089 | 1.042 | |
| sc_genotype | 1.703 | 0.403 | 1.748 | |
| sc_impute_transcript | 0.210 | 0.003 | 0.230 | |
| sc_long_multisample_pipeline | 7.753 | 1.338 | 6.049 | |
| sc_long_pipeline | 2.632 | 0.336 | 1.879 | |
| sc_mutations | 1.584 | 0.241 | 1.460 | |
| sc_plot_genotype | 5.891 | 0.132 | 5.460 | |
| show-FLAMESPipeline | 0.112 | 0.020 | 0.135 | |
| steps-set | 0.151 | 0.022 | 0.180 | |
| steps | 0.064 | 0.028 | 0.109 | |
| weight_transcripts | 0.010 | 0.005 | 0.019 | |