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This page was generated on 2025-08-26 12:07 -0400 (Tue, 26 Aug 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.1 (2025-06-13) -- "Great Square Root" 4821
lconwaymacOS 12.7.1 Montereyx86_644.5.1 (2025-06-13) -- "Great Square Root" 4610
kjohnson3macOS 13.7.7 Venturaarm644.5.1 Patched (2025-06-14 r88325) -- "Great Square Root" 4553
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4539
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 2314/2319HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
zellkonverter 1.19.2  (landing page)
Luke Zappia
Snapshot Date: 2025-08-25 13:45 -0400 (Mon, 25 Aug 2025)
git_url: https://git.bioconductor.org/packages/zellkonverter
git_branch: devel
git_last_commit: 51dc46a
git_last_commit_date: 2025-06-19 04:01:07 -0400 (Thu, 19 Jun 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
lconwaymacOS 12.7.1 Monterey / x86_64  OK    OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  


CHECK results for zellkonverter on kjohnson3

To the developers/maintainers of the zellkonverter package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/zellkonverter.git to reflect on this report. See Troubleshooting Build Report for more information.
- Use the following Renviron settings to reproduce errors and warnings.
- If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information.

raw results


Summary

Package: zellkonverter
Version: 1.19.2
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:zellkonverter.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings zellkonverter_1.19.2.tar.gz
StartedAt: 2025-08-25 22:14:14 -0400 (Mon, 25 Aug 2025)
EndedAt: 2025-08-25 22:20:27 -0400 (Mon, 25 Aug 2025)
EllapsedTime: 372.7 seconds
RetCode: 0
Status:   OK  
CheckDir: zellkonverter.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:zellkonverter.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings zellkonverter_1.19.2.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.22-bioc/meat/zellkonverter.Rcheck’
* using R version 4.5.1 Patched (2025-06-14 r88325)
* 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 13.7.7
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘zellkonverter/DESCRIPTION’ ... OK
* this is package ‘zellkonverter’ version ‘1.19.2’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘zellkonverter’ can be installed ... NOTE
Found the following notes/warnings:
  Non-staged installation was used
See ‘/Users/biocbuild/bbs-3.22-bioc/meat/zellkonverter.Rcheck/00install.out’ for details.
* checking installed package size ... OK
* 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 ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... NOTE
Non-topic package-anchored link(s) in Rd file 'AnnData-Conversion.Rd':
  ‘[SingleCellExperiment:internals]{int_metadata()}’

Non-topic package-anchored link(s) in Rd file 'AnnData-Environment.Rd':
  ‘[basilisk:basiliskOptions]{basilisk::setBasiliskShared()}’

See section 'Cross-references' in the 'Writing R Extensions' manual.
* 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 line endings in shell scripts ... OK
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
                    user system elapsed
AnnData-Conversion 8.985  0.567   9.175
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘spelling.R’
  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: 2 NOTEs
See
  ‘/Users/biocbuild/bbs-3.22-bioc/meat/zellkonverter.Rcheck/00check.log’
for details.


Installation output

zellkonverter.Rcheck/00install.out

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


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library’
* installing *source* package ‘zellkonverter’ ...
** this is package ‘zellkonverter’ version ‘1.19.2’
** using non-staged installation via StagedInstall field
** R
** 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 (zellkonverter)

Tests output

zellkonverter.Rcheck/tests/spelling.Rout


R version 4.5.1 Patched (2025-06-14 r88325) -- "Great Square Root"
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.

> if (requireNamespace("spelling", quietly = TRUE)) {
+     spelling::spell_check_test(
+         vignettes = TRUE,
+         error = FALSE,
+         skip_on_cran = TRUE
+     )
+ }
All Done!
> 
> proc.time()
   user  system elapsed 
  0.070   0.020   0.092 

zellkonverter.Rcheck/tests/testthat.Rout


R version 4.5.1 Patched (2025-06-14 r88325) -- "Great Square Root"
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.

> library(testthat)
> library(zellkonverter)
Registered S3 method overwritten by 'zellkonverter':
  method                                             from      
  py_to_r.pandas.core.arrays.categorical.Categorical reticulate
> 
> test_check("zellkonverter")
Using Python: /Users/biocbuild/.pyenv/versions/3.12.11/bin/python3.12
Creating virtual environment '/Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.10.9' ... 
Done!
Installing packages: pip, wheel, setuptools
Requirement already satisfied: pip in /Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.10.9/lib/python3.12/site-packages (25.0.1)
Collecting pip
  Using cached pip-25.2-py3-none-any.whl.metadata (4.7 kB)
Collecting wheel
  Using cached wheel-0.45.1-py3-none-any.whl.metadata (2.3 kB)
Collecting setuptools
  Using cached setuptools-80.9.0-py3-none-any.whl.metadata (6.6 kB)
Using cached pip-25.2-py3-none-any.whl (1.8 MB)
Using cached wheel-0.45.1-py3-none-any.whl (72 kB)
Using cached setuptools-80.9.0-py3-none-any.whl (1.2 MB)
Installing collected packages: wheel, setuptools, pip
  Attempting uninstall: pip
    Found existing installation: pip 25.0.1
    Uninstalling pip-25.0.1:
      Successfully uninstalled pip-25.0.1
Successfully installed pip-25.2 setuptools-80.9.0 wheel-0.45.1
Installing packages: 'anndata==0.10.9', 'h5py==3.14.0', 'natsort==8.4.0', 'numpy==2.3.0', 'pandas==2.3.0', 'scipy==1.15.3'
Collecting anndata==0.10.9
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  Using cached natsort-8.4.0-py3-none-any.whl.metadata (21 kB)
Collecting numpy==2.3.0
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Collecting array-api-compat!=1.5,>1.4 (from anndata==0.10.9)
  Using cached array_api_compat-1.12.0-py3-none-any.whl.metadata (2.5 kB)
Collecting packaging>=20.0 (from anndata==0.10.9)
  Using cached packaging-25.0-py3-none-any.whl.metadata (3.3 kB)
Collecting python-dateutil>=2.8.2 (from pandas==2.3.0)
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Collecting pytz>=2020.1 (from pandas==2.3.0)
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Collecting tzdata>=2022.7 (from pandas==2.3.0)
  Using cached tzdata-2025.2-py2.py3-none-any.whl.metadata (1.4 kB)
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Using cached pandas-2.3.0-cp312-cp312-macosx_11_0_arm64.whl (10.7 MB)
Using cached scipy-1.15.3-cp312-cp312-macosx_12_0_arm64.whl (30.2 MB)
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Using cached six-1.17.0-py2.py3-none-any.whl (11 kB)
Using cached tzdata-2025.2-py2.py3-none-any.whl (347 kB)
Installing collected packages: pytz, tzdata, six, packaging, numpy, natsort, array-api-compat, scipy, python-dateutil, h5py, pandas, anndata

Successfully installed anndata-0.10.9 array-api-compat-1.12.0 h5py-3.14.0 natsort-8.4.0 numpy-2.3.0 packaging-25.0 pandas-2.3.0 python-dateutil-2.9.0.post0 pytz-2025.2 scipy-1.15.3 six-1.17.0 tzdata-2025.2
Virtual environment '/Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.10.9' successfully created.
Using Python: /Users/biocbuild/.pyenv/versions/3.12.11/bin/python3.12
Creating virtual environment '/Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.10.6' ... 
Done!
Installing packages: pip, wheel, setuptools
Requirement already satisfied: pip in /Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.10.6/lib/python3.12/site-packages (25.0.1)
Collecting pip
  Using cached pip-25.2-py3-none-any.whl.metadata (4.7 kB)
Collecting wheel
  Using cached wheel-0.45.1-py3-none-any.whl.metadata (2.3 kB)
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Using cached pip-25.2-py3-none-any.whl (1.8 MB)
Using cached wheel-0.45.1-py3-none-any.whl (72 kB)
Using cached setuptools-80.9.0-py3-none-any.whl (1.2 MB)
Installing collected packages: wheel, setuptools, pip
  Attempting uninstall: pip
    Found existing installation: pip 25.0.1
    Uninstalling pip-25.0.1:
      Successfully uninstalled pip-25.0.1
Successfully installed pip-25.2 setuptools-80.9.0 wheel-0.45.1
Installing packages: 'anndata==0.10.6', 'h5py==3.14.0', 'natsort==8.4.0', 'numpy==1.26.4', 'pandas==2.3.0', 'scipy==1.15.3'
Collecting anndata==0.10.6
  Using cached anndata-0.10.6-py3-none-any.whl.metadata (6.6 kB)
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Collecting natsort==8.4.0
  Using cached natsort-8.4.0-py3-none-any.whl.metadata (21 kB)
Collecting numpy==1.26.4
  Using cached numpy-1.26.4-cp312-cp312-macosx_11_0_arm64.whl.metadata (61 kB)
Collecting pandas==2.3.0
  Using cached pandas-2.3.0-cp312-cp312-macosx_11_0_arm64.whl.metadata (91 kB)
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  Using cached scipy-1.15.3-cp312-cp312-macosx_12_0_arm64.whl.metadata (61 kB)
Collecting array-api-compat!=1.5,>1.4 (from anndata==0.10.6)
  Using cached array_api_compat-1.12.0-py3-none-any.whl.metadata (2.5 kB)
Collecting packaging>=20.0 (from anndata==0.10.6)
  Using cached packaging-25.0-py3-none-any.whl.metadata (3.3 kB)
Collecting python-dateutil>=2.8.2 (from pandas==2.3.0)
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Using cached anndata-0.10.6-py3-none-any.whl (122 kB)
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Using cached six-1.17.0-py2.py3-none-any.whl (11 kB)
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Installing collected packages: pytz, tzdata, six, packaging, numpy, natsort, array-api-compat, scipy, python-dateutil, h5py, pandas, anndata

Successfully installed anndata-0.10.6 array-api-compat-1.12.0 h5py-3.14.0 natsort-8.4.0 numpy-1.26.4 packaging-25.0 pandas-2.3.0 python-dateutil-2.9.0.post0 pytz-2025.2 scipy-1.15.3 six-1.17.0 tzdata-2025.2
Virtual environment '/Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.10.6' successfully created.
Using Python: /Users/biocbuild/.pyenv/versions/3.11.13/bin/python3.11
Creating virtual environment '/Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.10.2' ... 
Done!
Installing packages: pip, wheel, setuptools
Requirement already satisfied: pip in /Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.10.2/lib/python3.11/site-packages (24.0)
Collecting pip
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Collecting wheel
  Using cached wheel-0.45.1-py3-none-any.whl.metadata (2.3 kB)
Requirement already satisfied: setuptools in /Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.10.2/lib/python3.11/site-packages (65.5.0)
Collecting setuptools
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Using cached wheel-0.45.1-py3-none-any.whl (72 kB)
Using cached setuptools-80.9.0-py3-none-any.whl (1.2 MB)
Installing collected packages: wheel, setuptools, pip
  Attempting uninstall: setuptools
    Found existing installation: setuptools 65.5.0
    Uninstalling setuptools-65.5.0:
      Successfully uninstalled setuptools-65.5.0
  Attempting uninstall: pip
    Found existing installation: pip 24.0
    Uninstalling pip-24.0:
      Successfully uninstalled pip-24.0
Successfully installed pip-25.2 setuptools-80.9.0 wheel-0.45.1
Installing packages: 'anndata==0.10.2', 'h5py==3.14.0', 'natsort==8.4.0', 'numpy==1.26.4', 'pandas==2.3.0', 'scipy==1.15.3'
Collecting anndata==0.10.2
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Collecting numpy==1.26.4
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Collecting packaging>=20 (from anndata==0.10.2)
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Collecting pytz>=2020.1 (from pandas==2.3.0)
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Using cached packaging-25.0-py3-none-any.whl (66 kB)
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Using cached pytz-2025.2-py2.py3-none-any.whl (509 kB)
Using cached six-1.17.0-py2.py3-none-any.whl (11 kB)
Using cached tzdata-2025.2-py2.py3-none-any.whl (347 kB)
Using cached array_api_compat-1.12.0-py3-none-any.whl (58 kB)
Installing collected packages: pytz, tzdata, six, packaging, numpy, natsort, array-api-compat, scipy, python-dateutil, h5py, pandas, anndata

Successfully installed anndata-0.10.2 array-api-compat-1.12.0 h5py-3.14.0 natsort-8.4.0 numpy-1.26.4 packaging-25.0 pandas-2.3.0 python-dateutil-2.9.0.post0 pytz-2025.2 scipy-1.15.3 six-1.17.0 tzdata-2025.2
Virtual environment '/Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.10.2' successfully created.
Using Python: /Users/biocbuild/.pyenv/versions/3.11.13/bin/python3.11
Creating virtual environment '/Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.9.2' ... 
Done!
Installing packages: pip, wheel, setuptools
Requirement already satisfied: pip in /Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.9.2/lib/python3.11/site-packages (24.0)
Collecting pip
  Using cached pip-25.2-py3-none-any.whl.metadata (4.7 kB)
Collecting wheel
  Using cached wheel-0.45.1-py3-none-any.whl.metadata (2.3 kB)
Requirement already satisfied: setuptools in /Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.9.2/lib/python3.11/site-packages (65.5.0)
Collecting setuptools
  Using cached setuptools-80.9.0-py3-none-any.whl.metadata (6.6 kB)
Using cached pip-25.2-py3-none-any.whl (1.8 MB)
Using cached wheel-0.45.1-py3-none-any.whl (72 kB)
Using cached setuptools-80.9.0-py3-none-any.whl (1.2 MB)
Installing collected packages: wheel, setuptools, pip
  Attempting uninstall: setuptools
    Found existing installation: setuptools 65.5.0
    Uninstalling setuptools-65.5.0:
      Successfully uninstalled setuptools-65.5.0
  Attempting uninstall: pip
    Found existing installation: pip 24.0
    Uninstalling pip-24.0:
      Successfully uninstalled pip-24.0
Successfully installed pip-25.2 setuptools-80.9.0 wheel-0.45.1
Installing packages: 'anndata==0.9.2', 'h5py==3.14.0', 'natsort==8.4.0', 'numpy==1.26.4', 'pandas==2.3.0', 'scipy==1.15.3'
Collecting anndata==0.9.2
  Using cached anndata-0.9.2-py3-none-any.whl.metadata (6.1 kB)
Collecting h5py==3.14.0
  Using cached h5py-3.14.0-cp311-cp311-macosx_11_0_arm64.whl.metadata (2.7 kB)
Collecting natsort==8.4.0
  Using cached natsort-8.4.0-py3-none-any.whl.metadata (21 kB)
Collecting numpy==1.26.4
  Using cached numpy-1.26.4-cp311-cp311-macosx_11_0_arm64.whl.metadata (114 kB)
Collecting pandas==2.3.0
  Using cached pandas-2.3.0-cp311-cp311-macosx_11_0_arm64.whl.metadata (91 kB)
Collecting scipy==1.15.3
  Using cached scipy-1.15.3-cp311-cp311-macosx_12_0_arm64.whl.metadata (61 kB)
Collecting packaging>=20 (from anndata==0.9.2)
  Using cached packaging-25.0-py3-none-any.whl.metadata (3.3 kB)
Collecting python-dateutil>=2.8.2 (from pandas==2.3.0)
  Using cached python_dateutil-2.9.0.post0-py2.py3-none-any.whl.metadata (8.4 kB)
Collecting pytz>=2020.1 (from pandas==2.3.0)
  Using cached pytz-2025.2-py2.py3-none-any.whl.metadata (22 kB)
Collecting tzdata>=2022.7 (from pandas==2.3.0)
  Using cached tzdata-2025.2-py2.py3-none-any.whl.metadata (1.4 kB)
Collecting six>=1.5 (from python-dateutil>=2.8.2->pandas==2.3.0)
  Using cached six-1.17.0-py2.py3-none-any.whl.metadata (1.7 kB)
Using cached anndata-0.9.2-py3-none-any.whl (104 kB)
Using cached h5py-3.14.0-cp311-cp311-macosx_11_0_arm64.whl (2.9 MB)
Using cached natsort-8.4.0-py3-none-any.whl (38 kB)
Using cached numpy-1.26.4-cp311-cp311-macosx_11_0_arm64.whl (14.0 MB)
Using cached pandas-2.3.0-cp311-cp311-macosx_11_0_arm64.whl (10.8 MB)
Using cached scipy-1.15.3-cp311-cp311-macosx_12_0_arm64.whl (30.1 MB)
Using cached packaging-25.0-py3-none-any.whl (66 kB)
Using cached python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB)
Using cached pytz-2025.2-py2.py3-none-any.whl (509 kB)
Using cached six-1.17.0-py2.py3-none-any.whl (11 kB)
Using cached tzdata-2025.2-py2.py3-none-any.whl (347 kB)
Installing collected packages: pytz, tzdata, six, packaging, numpy, natsort, scipy, python-dateutil, h5py, pandas, anndata

Successfully installed anndata-0.9.2 h5py-3.14.0 natsort-8.4.0 numpy-1.26.4 packaging-25.0 pandas-2.3.0 python-dateutil-2.9.0.post0 pytz-2025.2 scipy-1.15.3 six-1.17.0 tzdata-2025.2
Virtual environment '/Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.9.2' successfully created.
Using Python: /Users/biocbuild/.pyenv/versions/3.9.23/bin/python3.9
Creating virtual environment '/Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.8.0' ... 
Done!
Installing packages: pip, wheel, setuptools
Requirement already satisfied: pip in /Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.8.0/lib/python3.9/site-packages (23.0.1)
Collecting pip
  Using cached pip-25.2-py3-none-any.whl (1.8 MB)
Collecting wheel
  Using cached wheel-0.45.1-py3-none-any.whl (72 kB)
Requirement already satisfied: setuptools in /Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.8.0/lib/python3.9/site-packages (58.1.0)
Collecting setuptools
  Using cached setuptools-80.9.0-py3-none-any.whl (1.2 MB)
Installing collected packages: wheel, setuptools, pip
  Attempting uninstall: setuptools
    Found existing installation: setuptools 58.1.0
    Uninstalling setuptools-58.1.0:
      Successfully uninstalled setuptools-58.1.0
  Attempting uninstall: pip
    Found existing installation: pip 23.0.1
    Uninstalling pip-23.0.1:
      Successfully uninstalled pip-23.0.1
Successfully installed pip-25.2 setuptools-80.9.0 wheel-0.45.1
Installing packages: 'anndata==0.8.0', 'h5py==3.14.0', 'natsort==8.4.0', 'numpy==1.26.4', 'pandas==1.5.3', 'scipy==1.13.1'
Collecting anndata==0.8.0
  Using cached anndata-0.8.0-py3-none-any.whl.metadata (4.6 kB)
Collecting h5py==3.14.0
  Using cached h5py-3.14.0-cp39-cp39-macosx_11_0_arm64.whl.metadata (2.7 kB)
Collecting natsort==8.4.0
  Using cached natsort-8.4.0-py3-none-any.whl.metadata (21 kB)
Collecting numpy==1.26.4
  Using cached numpy-1.26.4-cp39-cp39-macosx_11_0_arm64.whl.metadata (61 kB)
Collecting pandas==1.5.3
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Collecting scipy==1.13.1
  Using cached scipy-1.13.1-cp39-cp39-macosx_12_0_arm64.whl.metadata (60 kB)
Collecting packaging>=20 (from anndata==0.8.0)
  Using cached packaging-25.0-py3-none-any.whl.metadata (3.3 kB)
Collecting python-dateutil>=2.8.1 (from pandas==1.5.3)
  Using cached python_dateutil-2.9.0.post0-py2.py3-none-any.whl.metadata (8.4 kB)
Collecting pytz>=2020.1 (from pandas==1.5.3)
  Using cached pytz-2025.2-py2.py3-none-any.whl.metadata (22 kB)
Collecting six>=1.5 (from python-dateutil>=2.8.1->pandas==1.5.3)
  Using cached six-1.17.0-py2.py3-none-any.whl.metadata (1.7 kB)
Using cached anndata-0.8.0-py3-none-any.whl (96 kB)
Using cached h5py-3.14.0-cp39-cp39-macosx_11_0_arm64.whl (2.8 MB)
Using cached natsort-8.4.0-py3-none-any.whl (38 kB)
Using cached numpy-1.26.4-cp39-cp39-macosx_11_0_arm64.whl (14.0 MB)
Using cached pandas-1.5.3-cp39-cp39-macosx_11_0_arm64.whl (11.0 MB)
Using cached scipy-1.13.1-cp39-cp39-macosx_12_0_arm64.whl (30.3 MB)
Using cached packaging-25.0-py3-none-any.whl (66 kB)
Using cached python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB)
Using cached pytz-2025.2-py2.py3-none-any.whl (509 kB)
Using cached six-1.17.0-py2.py3-none-any.whl (11 kB)
Installing collected packages: pytz, six, packaging, numpy, natsort, scipy, python-dateutil, h5py, pandas, anndata

Successfully installed anndata-0.8.0 h5py-3.14.0 natsort-8.4.0 numpy-1.26.4 packaging-25.0 pandas-1.5.3 python-dateutil-2.9.0.post0 pytz-2025.2 scipy-1.13.1 six-1.17.0
Virtual environment '/Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.8.0' successfully created.
Using Python: /Users/biocbuild/.pyenv/versions/3.9.23/bin/python3.9
Creating virtual environment '/Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.7.6' ... 
Done!
Installing packages: pip, wheel, setuptools
Requirement already satisfied: pip in /Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.7.6/lib/python3.9/site-packages (23.0.1)
Collecting pip
  Using cached pip-25.2-py3-none-any.whl (1.8 MB)
Collecting wheel
  Using cached wheel-0.45.1-py3-none-any.whl (72 kB)
Requirement already satisfied: setuptools in /Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.7.6/lib/python3.9/site-packages (58.1.0)
Collecting setuptools
  Using cached setuptools-80.9.0-py3-none-any.whl (1.2 MB)
Installing collected packages: wheel, setuptools, pip
  Attempting uninstall: setuptools
    Found existing installation: setuptools 58.1.0
    Uninstalling setuptools-58.1.0:
      Successfully uninstalled setuptools-58.1.0
  Attempting uninstall: pip
    Found existing installation: pip 23.0.1
    Uninstalling pip-23.0.1:
      Successfully uninstalled pip-23.0.1
Successfully installed pip-25.2 setuptools-80.9.0 wheel-0.45.1
Installing packages: 'anndata==0.7.6', 'h5py==3.14.0', 'natsort==8.4.0', 'numpy==1.26.4', 'pandas==1.5.3', 'scipy==1.13.1'
Collecting anndata==0.7.6
  Using cached anndata-0.7.6-py3-none-any.whl.metadata (4.0 kB)
Collecting h5py==3.14.0
  Using cached h5py-3.14.0-cp39-cp39-macosx_11_0_arm64.whl.metadata (2.7 kB)
Collecting natsort==8.4.0
  Using cached natsort-8.4.0-py3-none-any.whl.metadata (21 kB)
Collecting numpy==1.26.4
  Using cached numpy-1.26.4-cp39-cp39-macosx_11_0_arm64.whl.metadata (61 kB)
Collecting pandas==1.5.3
  Using cached pandas-1.5.3-cp39-cp39-macosx_11_0_arm64.whl.metadata (11 kB)
Collecting scipy==1.13.1
  Using cached scipy-1.13.1-cp39-cp39-macosx_12_0_arm64.whl.metadata (60 kB)
Collecting packaging>=20 (from anndata==0.7.6)
  Using cached packaging-25.0-py3-none-any.whl.metadata (3.3 kB)
Collecting xlrd<2.0 (from anndata==0.7.6)
  Using cached xlrd-1.2.0-py2.py3-none-any.whl.metadata (1.3 kB)
Collecting python-dateutil>=2.8.1 (from pandas==1.5.3)
  Using cached python_dateutil-2.9.0.post0-py2.py3-none-any.whl.metadata (8.4 kB)
Collecting pytz>=2020.1 (from pandas==1.5.3)
  Using cached pytz-2025.2-py2.py3-none-any.whl.metadata (22 kB)
Collecting six>=1.5 (from python-dateutil>=2.8.1->pandas==1.5.3)
  Using cached six-1.17.0-py2.py3-none-any.whl.metadata (1.7 kB)
Using cached anndata-0.7.6-py3-none-any.whl (127 kB)
Using cached h5py-3.14.0-cp39-cp39-macosx_11_0_arm64.whl (2.8 MB)
Using cached natsort-8.4.0-py3-none-any.whl (38 kB)
Using cached numpy-1.26.4-cp39-cp39-macosx_11_0_arm64.whl (14.0 MB)
Using cached pandas-1.5.3-cp39-cp39-macosx_11_0_arm64.whl (11.0 MB)
Using cached scipy-1.13.1-cp39-cp39-macosx_12_0_arm64.whl (30.3 MB)
Using cached xlrd-1.2.0-py2.py3-none-any.whl (103 kB)
Using cached packaging-25.0-py3-none-any.whl (66 kB)
Using cached python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB)
Using cached pytz-2025.2-py2.py3-none-any.whl (509 kB)
Using cached six-1.17.0-py2.py3-none-any.whl (11 kB)
Installing collected packages: pytz, xlrd, six, packaging, numpy, natsort, scipy, python-dateutil, h5py, pandas, anndata

Successfully installed anndata-0.7.6 h5py-3.14.0 natsort-8.4.0 numpy-1.26.4 packaging-25.0 pandas-1.5.3 python-dateutil-2.9.0.post0 pytz-2025.2 scipy-1.13.1 six-1.17.0 xlrd-1.2.0
Virtual environment '/Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.7.6' successfully created.
sys:1: FutureWarning: X.dtype being converted to np.float32 from float64. In the next version of anndata (0.9) conversion will not be automatic. Pass dtype explicitly to avoid this warning. Pass `AnnData(X, dtype=X.dtype, ...)` to get the future behavour.
/Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.7.6/lib/python3.9/site-packages/anndata/_core/anndata.py:1220: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
  c.reorder_categories(natsorted(c.categories), inplace=True)
... storing 'tissue' as categorical
/Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.7.6/lib/python3.9/site-packages/anndata/_core/anndata.py:1220: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
  c.reorder_categories(natsorted(c.categories), inplace=True)
... storing 'level1class' as categorical
/Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.7.6/lib/python3.9/site-packages/anndata/_core/anndata.py:1220: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
  c.reorder_categories(natsorted(c.categories), inplace=True)
... storing 'level2class' as categorical
/Users/biocbuild/Library/Caches/org.R-project.R/R/basilisk/1.21.5/zellkonverter/1.19.2/zellkonverterAnnDataEnv-0.7.6/lib/python3.9/site-packages/anndata/_core/anndata.py:1220: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
  c.reorder_categories(natsorted(c.categories), inplace=True)
... storing 'featureType' as categorical
[ FAIL 0 | WARN 20 | SKIP 4 | PASS 198 ]

══ Skipped tests (4) ═══════════════════════════════════════════════════════════
• On CRAN (4): 'test-read.R:197:5', 'test-read.R:239:5',
  'test-zzz-anndata.R:6:5', 'test-zzz-anndata.R:63:5'

[ FAIL 0 | WARN 20 | SKIP 4 | PASS 198 ]
> 
> proc.time()
   user  system elapsed 
 73.562  16.222 300.813 

Example timings

zellkonverter.Rcheck/zellkonverter-Ex.timings

nameusersystemelapsed
AnnData-Conversion8.9850.5679.175
AnnData-Environment0.0010.0010.002
readH5AD0.2110.0240.246
setZellkonverterVerbose000
writeH5AD1.0350.2161.273