What versions of packages are used in the latest Seeker Primary Analysis Pipeline?

What versions of packages are used in the latest Seeker Primary Analysis Pipeline?

Package 


Package Version 


License 


License Link 


nextflow 


>=22.04.5, <=23.04.3 


Apache License 2.0 


https://github.com/nextflow-io/nextflow/blob/master/LICENSE 


samtools 


1.17 


MIT  


https://github.com/samtools/samtools/blob/develop/LICENSE 


umi_tools 


1.1.4 


MIT 


https://github.com/CGATOxford/UMI-tools/blob/master/LICENSE 


star 


2.6.1 


MIT  


https://github.com/alexdobin/STAR/blob/master/LICENSE 


featureCount 


2.0.1 


GPL-3 


https://bioconductor.org/packages/release/bioc/html/Rsubread.html 


python 


3.10.12 


PSF License 


https://docs.python.org/3/license.html 


setuptools 


70.1.1 


MIT 


https://github.com/pypa/setuptools/blob/main/LICENSE 


compilers 


1.6.0 


BSD 3-Clause 


https://github.com/conda-forge/compilers-feedstock/blob/main/LICENSE.txt 


cython 


3.0.5 


Apache-2.0 


https://github.com/cython/cython/blob/master/LICENSE.txt 


click 


8.1.7 


BSD-3-Clause 


https://github.com/pallets/click/blob/main/LICENSE.txt 


rich-click 


1.7.4 


MIT 


https://github.com/ewels/rich-click/blob/master/LICENSE 


typer 


0.12.3 


MIT 


https://github.com/fastapi/typer/blob/master/LICENSE 


papermill 


2.6.0 


BSD 3-Clause 


https://github.com/nteract/papermill/blob/main/LICENSE 


pydantic 


2.8.2 


MIT 


https://github.com/pydantic/pydantic/blob/main/LICENSE 


pandas 


2.1.3 


BSD 3-Clause 


https://github.com/pandas-dev/pandas/blob/main/LICENSE 


numpy 


1.26.2 


BSD 3-Clause 


https://github.com/numpy/numpy/blob/main/LICENSE.txt 


pyarrow 


12.0.1 


Apache License 2.0 


https://github.com/apache/arrow/blob/main/LICENSE.txt 


biopython 


1.81 


BSD 3-Clause 


https://github.com/biopython/biopython/blob/master/LICENSE.rst 


pysam 


0.21.0 


MIT 


https://github.com/pysam-developers/pysam/blob/master/COPYING 


cytoolz 


0.12.0 


BSD 3-Clause 


https://github.com/conda-forge/cytoolz-feedstock/blob/main/LICENSE.txt 


python-Levenshtein 


0.25.1 


GPL (>= 2) 


https://github.com/ztane/python-Levenshtein/blob/master/COPYING 


colorlog 


6.8.2 


MIT 


https://github.com/borntyping/python-colorlog/blob/master/LICENSE 


humanize 


4.10.0 


MIT 


https://github.com/python-humanize/humanize/blob/main/LICENCE 


funcy 


2 


BSD 3-Clause 


https://github.com/Suor/funcy/blob/master/LICENSE 


scanpy 


1.9.6 


BSD 3-Clause 


https://github.com/scverse/scanpy/blob/main/LICENSE 


R 


4.2.3 


GPL-2 and GPL-3 


https://cran.r-project.org/ 


stringi 


1.8.3 


BSD-3-clause 


https://cran.r-project.org/package=stringi 


tidyverse 


1.3.2 


MIT  


https://cran.r-project.org/package=tidyverse 


dplyr 


1.1.4 


MIT  


https://cran.r-project.org/package=dplyr 


ggplot2 


3.5.0 


MIT  


https://cran.r-project.org/package=ggplot2 


Seurat 


4.1.1 


MIT  


https://cran.r-project.org/package=Seurat 


arrow 


12.0.1 


Apache License (>= 2.0) 


https://cran.r-project.org/package=arrow 


viridis 


0.6.5 


MIT  


https://cran.r-project.org/package=viridis 


ggprism 


1.0.5 


GPL (>= 3.0) 


https://cran.r-project.org/package=ggprism 


knitr 


1.46 


GPL 


https://cran.r-project.org/package=knitr 


kableExtra 


1.4.0 


MIT  


https://cran.r-project.org/package=kableExtra 


RColorBrewer 


1.1.3 


Apache License 2.0 


https://cran.r-project.org/package=RColorBrewer 


fields 


15.2 


GPL (>= 2) 


https://cran.r-project.org/package=fields 


ggpubr 


0.4.0 


GPL-2 


https://cran.r-project.org/package=ggpubr 


cpp11 


0.4.7 


MIT  


https://cran.r-project.org/package=cpp11 


RcppZiggurat 


0.1.6 


GPL (>= 2) 


https://cran.r-project.org/package=RcppZiggurat 


RcppGSL 


0.3.13 


GPL (>= 2) 


https://cran.r-project.org/package=RcppGSL 


downloadthis 


0.3.3 


MIT  


https://cran.r-project.org/package=downloadthis 


Rfast2 


0.1.3 


GPL (>= 2) 


https://cran.r-project.org/package=Rfast2 


sceasy 


0.0.7 


GPL-3 


https://github.com/cellgeni/sceasy/blob/master/LICENSE 


anndata 


0.7.5.4 


MIT  


https://cran.r-project.org/package=anndata 


irlba 


2.3.5.1 


GPL-3 


https://cran.r-project.org/package=irlba 


Matrix 


1.6.5 


GPL (>= 2) 


https://cran.r-project.org/package=Matrix 


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