Back to Multiple platform build/check report for BioC 3.22:   simplified   long
ABCDEFGHIJKLMNOPQR[S]TUVWXYZ

This page was generated on 2025-12-15 12:07 -0500 (Mon, 15 Dec 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4882
merida1macOS 12.7.6 Montereyx86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4673
kjohnson1macOS 13.7.5 Venturaarm644.5.2 Patched (2025-11-04 r88984) -- "[Not] Part in a Rumble" 4607
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4671
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 2078/2361HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
spatialDE 1.16.0  (landing page)
Gabriele Sales
Snapshot Date: 2025-12-11 13:45 -0500 (Thu, 11 Dec 2025)
git_url: https://git.bioconductor.org/packages/spatialDE
git_branch: RELEASE_3_22
git_last_commit: dfd143b
git_last_commit_date: 2025-10-29 11:11:31 -0500 (Wed, 29 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
merida1macOS 12.7.6 Monterey / x86_64  OK    OK    OK    OK  UNNEEDED, same version is already published
kjohnson1macOS 13.7.5 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  

CHECK results for spatialDE on merida1

To the developers/maintainers of the spatialDE package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/spatialDE.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: spatialDE
Version: 1.16.0
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:spatialDE.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings spatialDE_1.16.0.tar.gz
StartedAt: 2025-12-12 12:15:23 -0500 (Fri, 12 Dec 2025)
EndedAt: 2025-12-12 12:25:30 -0500 (Fri, 12 Dec 2025)
EllapsedTime: 607.0 seconds
RetCode: 0
Status:   OK  
CheckDir: spatialDE.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:spatialDE.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings spatialDE_1.16.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.22-bioc/meat/spatialDE.Rcheck’
* using R version 4.5.2 (2025-10-31)
* using platform: x86_64-apple-darwin20
* R was compiled by
    Apple clang version 14.0.0 (clang-1400.0.29.202)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Monterey 12.7.6
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘spatialDE/DESCRIPTION’ ... OK
* this is package ‘spatialDE’ version ‘1.16.0’
* 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 ‘spatialDE’ can be installed ... NOTE
Found the following notes/warnings:
  Non-staged installation was used
See ‘/Users/biocbuild/bbs-3.22-bioc/meat/spatialDE.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
Found the following Rd file(s) with Rd \link{} targets missing package
anchors:
  mockSVG.Rd: SpatialExperiment-class
  modelSearch.Rd: SpatialExperiment-class
  multiGenePlots.Rd: SpatialExperiment-class
  spatialDE.Rd: SpatialExperiment-class
  spatialPatterns.Rd: SpatialExperiment-class
Please provide package anchors for all Rd \link{} targets not in the
package itself and the base packages.
* 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 files in ‘vignettes’ ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
                   user system elapsed
spatial_patterns 25.347  3.170  28.735
FSV_sig           8.125  1.759  47.386
* 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: 2 NOTEs
See
  ‘/Users/biocbuild/bbs-3.22-bioc/meat/spatialDE.Rcheck/00check.log’
for details.

Installation output

spatialDE.Rcheck/00install.out

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


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library’
* installing *source* package ‘spatialDE’ ...
** this is package ‘spatialDE’ version ‘1.16.0’
** using non-staged installation via StagedInstall field
** R
** data
** inst
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded
* DONE (spatialDE)

Tests output

spatialDE.Rcheck/tests/testthat.Rout


R version 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-apple-darwin20

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(testthat)
> library(spatialDE)
> 
> test_check("spatialDE")
Loading required package: SingleCellExperiment
Loading required package: SummarizedExperiment
Loading required package: MatrixGenerics
Loading required package: matrixStats

Attaching package: 'MatrixGenerics'

The following objects are masked from 'package:matrixStats':

    colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse,
    colCounts, colCummaxs, colCummins, colCumprods, colCumsums,
    colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs,
    colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats,
    colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds,
    colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads,
    colWeightedMeans, colWeightedMedians, colWeightedSds,
    colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet,
    rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods,
    rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps,
    rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins,
    rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks,
    rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars,
    rowWeightedMads, rowWeightedMeans, rowWeightedMedians,
    rowWeightedSds, rowWeightedVars

Loading required package: GenomicRanges
Loading required package: stats4
Loading required package: BiocGenerics
Loading required package: generics

Attaching package: 'generics'

The following objects are masked from 'package:base':

    as.difftime, as.factor, as.ordered, intersect, is.element, setdiff,
    setequal, union


Attaching package: 'BiocGenerics'

The following objects are masked from 'package:stats':

    IQR, mad, sd, var, xtabs

The following objects are masked from 'package:base':

    Filter, Find, Map, Position, Reduce, anyDuplicated, aperm, append,
    as.data.frame, basename, cbind, colnames, dirname, do.call,
    duplicated, eval, evalq, get, grep, grepl, is.unsorted, lapply,
    mapply, match, mget, order, paste, pmax, pmax.int, pmin, pmin.int,
    rank, rbind, rownames, sapply, saveRDS, table, tapply, unique,
    unsplit, which.max, which.min

Loading required package: S4Vectors

Attaching package: 'S4Vectors'

The following object is masked from 'package:utils':

    findMatches

The following objects are masked from 'package:base':

    I, expand.grid, unname

Loading required package: IRanges
Loading required package: Seqinfo
Loading required package: Biobase
Welcome to Bioconductor

    Vignettes contain introductory material; view with
    'browseVignettes()'. To cite Bioconductor, see
    'citation("Biobase")', and for packages 'citation("pkgname")'.


Attaching package: 'Biobase'

The following object is masked from 'package:MatrixGenerics':

    rowMedians

The following objects are masked from 'package:matrixStats':

    anyMissing, rowMedians


Models:   0%|          | 0/10 [00:00<?, ?it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 10%|█         | 10/100 [00:00<00:00, 98.86it/s]

 23%|██▎       | 23/100 [00:00<00:00, 116.24it/s]

 36%|███▌      | 36/100 [00:00<00:00, 116.54it/s]

 49%|████▉     | 49/100 [00:00<00:00, 118.79it/s]

 63%|██████▎   | 63/100 [00:00<00:00, 123.20it/s]

 76%|███████▌  | 76/100 [00:00<00:00, 123.06it/s]

 89%|████████▉ | 89/100 [00:00<00:00, 121.68it/s]

                                                 
Models:  10%|█         | 1/10 [00:00<00:07,  1.20it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 11%|█         | 11/100 [00:00<00:00, 107.78it/s]

 22%|██▏       | 22/100 [00:00<00:00, 104.47it/s]

 33%|███▎      | 33/100 [00:00<00:00, 95.73it/s] 

 43%|████▎     | 43/100 [00:00<00:00, 95.58it/s]

 53%|█████▎    | 53/100 [00:00<00:00, 91.73it/s]

 63%|██████▎   | 63/100 [00:00<00:00, 90.80it/s]

 73%|███████▎  | 73/100 [00:00<00:00, 88.21it/s]

 84%|████████▍ | 84/100 [00:00<00:00, 92.52it/s]

 94%|█████████▍| 94/100 [00:01<00:00, 93.53it/s]

                                                
Models:  20%|██        | 2/10 [00:01<00:07,  1.02it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 11%|█         | 11/100 [00:00<00:00, 101.93it/s]

 22%|██▏       | 22/100 [00:00<00:00, 89.30it/s] 

 32%|███▏      | 32/100 [00:00<00:00, 85.68it/s]

 41%|████      | 41/100 [00:00<00:00, 84.76it/s]

 50%|█████     | 50/100 [00:00<00:00, 84.71it/s]

 60%|██████    | 60/100 [00:00<00:00, 86.41it/s]

 69%|██████▉   | 69/100 [00:00<00:00, 85.61it/s]

 78%|███████▊  | 78/100 [00:00<00:00, 81.33it/s]

 88%|████████▊ | 88/100 [00:01<00:00, 85.90it/s]

 97%|█████████▋| 97/100 [00:01<00:00, 86.47it/s]

                                                
Models:  30%|███       | 3/10 [00:03<00:07,  1.06s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 11%|█         | 11/100 [00:00<00:00, 108.17it/s]

 22%|██▏       | 22/100 [00:00<00:00, 90.55it/s] 

 32%|███▏      | 32/100 [00:00<00:00, 85.97it/s]

 41%|████      | 41/100 [00:00<00:00, 81.91it/s]

 50%|█████     | 50/100 [00:00<00:00, 80.54it/s]

 60%|██████    | 60/100 [00:00<00:00, 85.02it/s]

 69%|██████▉   | 69/100 [00:00<00:00, 84.86it/s]

 78%|███████▊  | 78/100 [00:00<00:00, 83.29it/s]

 88%|████████▊ | 88/100 [00:01<00:00, 84.89it/s]

 97%|█████████▋| 97/100 [00:01<00:00, 84.97it/s]

                                                
Models:  40%|████      | 4/10 [00:04<00:06,  1.11s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 10%|█         | 10/100 [00:00<00:00, 96.36it/s]

 20%|██        | 20/100 [00:00<00:00, 87.87it/s]

 29%|██▉       | 29/100 [00:00<00:00, 85.90it/s]

 38%|███▊      | 38/100 [00:00<00:00, 82.97it/s]

 47%|████▋     | 47/100 [00:00<00:00, 82.13it/s]

 56%|█████▌    | 56/100 [00:00<00:00, 79.00it/s]

 66%|██████▌   | 66/100 [00:00<00:00, 82.55it/s]

 75%|███████▌  | 75/100 [00:00<00:00, 80.17it/s]

 84%|████████▍ | 84/100 [00:01<00:00, 82.56it/s]

 93%|█████████▎| 93/100 [00:01<00:00, 84.34it/s]

                                                
Models:  50%|█████     | 5/10 [00:05<00:05,  1.14s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 10%|█         | 10/100 [00:00<00:00, 97.83it/s]

 20%|██        | 20/100 [00:00<00:00, 90.79it/s]

 30%|███       | 30/100 [00:00<00:00, 88.62it/s]

 39%|███▉      | 39/100 [00:00<00:00, 85.38it/s]

 48%|████▊     | 48/100 [00:00<00:00, 85.42it/s]

 58%|█████▊    | 58/100 [00:00<00:00, 89.74it/s]

 68%|██████▊   | 68/100 [00:00<00:00, 87.34it/s]

 77%|███████▋  | 77/100 [00:00<00:00, 84.85it/s]

 86%|████████▌ | 86/100 [00:00<00:00, 84.36it/s]

 96%|█████████▌| 96/100 [00:01<00:00, 86.42it/s]

                                                
Models:  60%|██████    | 6/10 [00:06<00:04,  1.15s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 11%|█         | 11/100 [00:00<00:00, 96.90it/s]

 21%|██        | 21/100 [00:00<00:00, 95.86it/s]

 31%|███       | 31/100 [00:00<00:00, 92.70it/s]

 41%|████      | 41/100 [00:00<00:00, 89.02it/s]

 50%|█████     | 50/100 [00:00<00:00, 86.72it/s]

 59%|█████▉    | 59/100 [00:00<00:00, 87.57it/s]

 69%|██████▉   | 69/100 [00:00<00:00, 90.80it/s]

 79%|███████▉  | 79/100 [00:00<00:00, 87.77it/s]

 88%|████████▊ | 88/100 [00:00<00:00, 88.14it/s]

 98%|█████████▊| 98/100 [00:01<00:00, 88.80it/s]

                                                
Models:  70%|███████   | 7/10 [00:07<00:03,  1.14s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 10%|█         | 10/100 [00:00<00:00, 97.44it/s]

 20%|██        | 20/100 [00:00<00:00, 91.20it/s]

 30%|███       | 30/100 [00:00<00:00, 88.63it/s]

 39%|███▉      | 39/100 [00:00<00:00, 87.54it/s]

 48%|████▊     | 48/100 [00:00<00:00, 86.56it/s]

 57%|█████▋    | 57/100 [00:00<00:00, 86.65it/s]

 67%|██████▋   | 67/100 [00:00<00:00, 89.18it/s]

 76%|███████▌  | 76/100 [00:00<00:00, 87.87it/s]

 86%|████████▌ | 86/100 [00:00<00:00, 89.60it/s]

 97%|█████████▋| 97/100 [00:01<00:00, 92.92it/s]

                                                
Models:  80%|████████  | 8/10 [00:08<00:02,  1.13s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 11%|█         | 11/100 [00:00<00:00, 106.16it/s]

 22%|██▏       | 22/100 [00:00<00:00, 99.08it/s] 

 32%|███▏      | 32/100 [00:00<00:00, 98.74it/s]

 42%|████▏     | 42/100 [00:00<00:00, 94.93it/s]

 52%|█████▏    | 52/100 [00:00<00:00, 93.64it/s]

 62%|██████▏   | 62/100 [00:00<00:00, 90.60it/s]

 72%|███████▏  | 72/100 [00:00<00:00, 90.91it/s]

 82%|████████▏ | 82/100 [00:00<00:00, 89.15it/s]

 91%|█████████ | 91/100 [00:01<00:00, 75.81it/s]

100%|██████████| 100/100 [00:01<00:00, 79.42it/s]

                                                 
Models:  90%|█████████ | 9/10 [00:10<00:01,  1.14s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 11%|█         | 11/100 [00:00<00:00, 98.39it/s]

 21%|██        | 21/100 [00:00<00:00, 92.18it/s]

 31%|███       | 31/100 [00:00<00:00, 91.22it/s]

 41%|████      | 41/100 [00:00<00:00, 90.05it/s]

 51%|█████     | 51/100 [00:00<00:00, 91.37it/s]

 61%|██████    | 61/100 [00:00<00:00, 92.28it/s]

 71%|███████   | 71/100 [00:00<00:00, 92.35it/s]

 81%|████████  | 81/100 [00:00<00:00, 90.32it/s]

 92%|█████████▏| 92/100 [00:00<00:00, 94.81it/s]

                                                
Models: 100%|██████████| 10/10 [00:11<00:00,  1.12s/it]
Models: 100%|██████████| 10/10 [00:11<00:00,  1.11s/it]

Models:   0%|          | 0/10 [00:00<?, ?it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 15%|█▌        | 15/100 [00:00<00:00, 142.22it/s]

 30%|███       | 30/100 [00:00<00:00, 142.40it/s]

 45%|████▌     | 45/100 [00:00<00:00, 134.63it/s]

 59%|█████▉    | 59/100 [00:00<00:00, 134.05it/s]

 73%|███████▎  | 73/100 [00:00<00:00, 131.16it/s]

 87%|████████▋ | 87/100 [00:00<00:00, 129.41it/s]

                                                 
Models:  10%|█         | 1/10 [00:00<00:06,  1.32it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 13%|█▎        | 13/100 [00:00<00:00, 129.91it/s]

 26%|██▌       | 26/100 [00:00<00:00, 109.03it/s]

 38%|███▊      | 38/100 [00:00<00:00, 101.27it/s]

 49%|████▉     | 49/100 [00:00<00:00, 96.10it/s] 

 59%|█████▉    | 59/100 [00:00<00:00, 96.17it/s]

 69%|██████▉   | 69/100 [00:00<00:00, 96.53it/s]

 79%|███████▉  | 79/100 [00:00<00:00, 93.09it/s]

 89%|████████▉ | 89/100 [00:00<00:00, 93.35it/s]

 99%|█████████▉| 99/100 [00:01<00:00, 93.20it/s]

                                                
Models:  20%|██        | 2/10 [00:01<00:07,  1.08it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 14%|█▍        | 14/100 [00:00<00:00, 133.29it/s]

 28%|██▊       | 28/100 [00:00<00:00, 107.54it/s]

 40%|████      | 40/100 [00:00<00:00, 93.46it/s] 

 50%|█████     | 50/100 [00:00<00:00, 90.49it/s]

 60%|██████    | 60/100 [00:00<00:00, 90.92it/s]

 70%|███████   | 70/100 [00:00<00:00, 91.30it/s]

 80%|████████  | 80/100 [00:00<00:00, 90.56it/s]

 90%|█████████ | 90/100 [00:00<00:00, 87.98it/s]

100%|██████████| 100/100 [00:01<00:00, 90.23it/s]

                                                 
Models:  30%|███       | 3/10 [00:02<00:06,  1.00it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 12%|█▏        | 12/100 [00:00<00:00, 118.81it/s]

 24%|██▍       | 24/100 [00:00<00:00, 105.51it/s]

 35%|███▌      | 35/100 [00:00<00:00, 91.68it/s] 

 45%|████▌     | 45/100 [00:00<00:00, 91.18it/s]

 55%|█████▌    | 55/100 [00:00<00:00, 87.21it/s]

 64%|██████▍   | 64/100 [00:00<00:00, 86.61it/s]

 73%|███████▎  | 73/100 [00:00<00:00, 87.54it/s]

 82%|████████▏ | 82/100 [00:00<00:00, 85.80it/s]

 91%|█████████ | 91/100 [00:01<00:00, 82.24it/s]

100%|██████████| 100/100 [00:01<00:00, 84.06it/s]

                                                 
Models:  40%|████      | 4/10 [00:04<00:06,  1.05s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 13%|█▎        | 13/100 [00:00<00:00, 126.23it/s]

 26%|██▌       | 26/100 [00:00<00:00, 95.90it/s] 

 37%|███▋      | 37/100 [00:00<00:00, 85.71it/s]

 46%|████▌     | 46/100 [00:00<00:00, 85.97it/s]

 55%|█████▌    | 55/100 [00:00<00:00, 84.28it/s]

 64%|██████▍   | 64/100 [00:00<00:00, 83.71it/s]

 73%|███████▎  | 73/100 [00:00<00:00, 84.39it/s]

 82%|████████▏ | 82/100 [00:00<00:00, 82.90it/s]

 91%|█████████ | 91/100 [00:01<00:00, 80.75it/s]

100%|██████████| 100/100 [00:01<00:00, 82.57it/s]

                                                 
Models:  50%|█████     | 5/10 [00:05<00:05,  1.10s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 13%|█▎        | 13/100 [00:00<00:00, 128.15it/s]

 26%|██▌       | 26/100 [00:00<00:00, 100.64it/s]

 37%|███▋      | 37/100 [00:00<00:00, 90.50it/s] 

 47%|████▋     | 47/100 [00:00<00:00, 89.27it/s]

 57%|█████▋    | 57/100 [00:00<00:00, 85.46it/s]

 67%|██████▋   | 67/100 [00:00<00:00, 87.45it/s]

 76%|███████▌  | 76/100 [00:00<00:00, 87.10it/s]

 85%|████████▌ | 85/100 [00:00<00:00, 85.07it/s]

 94%|█████████▍| 94/100 [00:01<00:00, 82.76it/s]

                                                
Models:  60%|██████    | 6/10 [00:06<00:04,  1.11s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 14%|█▍        | 14/100 [00:00<00:00, 127.67it/s]

 27%|██▋       | 27/100 [00:00<00:00, 102.45it/s]

 38%|███▊      | 38/100 [00:00<00:00, 94.37it/s] 

 48%|████▊     | 48/100 [00:00<00:00, 93.64it/s]

 58%|█████▊    | 58/100 [00:00<00:00, 92.89it/s]

 68%|██████▊   | 68/100 [00:00<00:00, 90.28it/s]

 78%|███████▊  | 78/100 [00:00<00:00, 89.98it/s]

 88%|████████▊ | 88/100 [00:00<00:00, 88.40it/s]

 98%|█████████▊| 98/100 [00:01<00:00, 90.45it/s]

                                                
Models:  70%|███████   | 7/10 [00:07<00:03,  1.10s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 13%|█▎        | 13/100 [00:00<00:00, 121.98it/s]

 26%|██▌       | 26/100 [00:00<00:00, 103.61it/s]

 37%|███▋      | 37/100 [00:00<00:00, 94.83it/s] 

 47%|████▋     | 47/100 [00:00<00:00, 92.59it/s]

 57%|█████▋    | 57/100 [00:00<00:00, 89.78it/s]

 67%|██████▋   | 67/100 [00:00<00:00, 90.51it/s]

 77%|███████▋  | 77/100 [00:00<00:00, 90.73it/s]

 87%|████████▋ | 87/100 [00:00<00:00, 89.80it/s]

 97%|█████████▋| 97/100 [00:01<00:00, 91.22it/s]

                                                
Models:  80%|████████  | 8/10 [00:08<00:02,  1.10s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 13%|█▎        | 13/100 [00:00<00:00, 121.06it/s]

 26%|██▌       | 26/100 [00:00<00:00, 104.70it/s]

 37%|███▋      | 37/100 [00:00<00:00, 95.76it/s] 

 47%|████▋     | 47/100 [00:00<00:00, 96.26it/s]

 57%|█████▋    | 57/100 [00:00<00:00, 94.01it/s]

 67%|██████▋   | 67/100 [00:00<00:00, 92.60it/s]

 77%|███████▋  | 77/100 [00:00<00:00, 92.75it/s]

 87%|████████▋ | 87/100 [00:00<00:00, 94.81it/s]

 97%|█████████▋| 97/100 [00:01<00:00, 94.98it/s]

                                                
Models:  90%|█████████ | 9/10 [00:09<00:01,  1.08s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 12%|█▏        | 12/100 [00:00<00:00, 116.61it/s]

 24%|██▍       | 24/100 [00:00<00:00, 108.52it/s]

 35%|███▌      | 35/100 [00:00<00:00, 97.16it/s] 

 45%|████▌     | 45/100 [00:00<00:00, 96.85it/s]

 55%|█████▌    | 55/100 [00:00<00:00, 96.33it/s]

 65%|██████▌   | 65/100 [00:00<00:00, 94.90it/s]

 75%|███████▌  | 75/100 [00:00<00:00, 92.87it/s]

 85%|████████▌ | 85/100 [00:00<00:00, 94.72it/s]

 95%|█████████▌| 95/100 [00:00<00:00, 95.08it/s]

                                                
Models: 100%|██████████| 10/10 [00:10<00:00,  1.07s/it]
Models: 100%|██████████| 10/10 [00:10<00:00,  1.06s/it]
/private/var/cache/basilisk/1.22.0/spatialDE/1.16.0/env/lib/python3.11/site-packages/pandas/core/internals/blocks.py:351: RuntimeWarning: invalid value encountered in log
  result = func(self.values, **kwargs)

Models:   0%|          | 0/10 [00:00<?, ?it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 16%|█▌        | 16/100 [00:00<00:00, 153.79it/s]

 32%|███▏      | 32/100 [00:00<00:00, 132.76it/s]

 46%|████▌     | 46/100 [00:00<00:00, 122.17it/s]

 62%|██████▏   | 62/100 [00:00<00:00, 132.01it/s]

 77%|███████▋  | 77/100 [00:00<00:00, 133.93it/s]

 92%|█████████▏| 92/100 [00:00<00:00, 137.73it/s]

                                                 
Models:  10%|█         | 1/10 [00:00<00:06,  1.35it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 14%|█▍        | 14/100 [00:00<00:00, 134.91it/s]

 28%|██▊       | 28/100 [00:00<00:00, 110.50it/s]

 40%|████      | 40/100 [00:00<00:00, 111.63it/s]

 52%|█████▏    | 52/100 [00:00<00:00, 112.08it/s]

 64%|██████▍   | 64/100 [00:00<00:00, 105.68it/s]

 75%|███████▌  | 75/100 [00:00<00:00, 103.77it/s]

 86%|████████▌ | 86/100 [00:00<00:00, 98.86it/s] 

 96%|█████████▌| 96/100 [00:00<00:00, 96.96it/s]

                                                
Models:  20%|██        | 2/10 [00:01<00:06,  1.14it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 14%|█▍        | 14/100 [00:00<00:00, 123.88it/s]

 27%|██▋       | 27/100 [00:00<00:00, 97.64it/s] 

 38%|███▊      | 38/100 [00:00<00:00, 92.84it/s]

 48%|████▊     | 48/100 [00:00<00:00, 91.49it/s]

 58%|█████▊    | 58/100 [00:00<00:00, 86.68it/s]

 69%|██████▉   | 69/100 [00:00<00:00, 91.17it/s]

 79%|███████▉  | 79/100 [00:00<00:00, 90.88it/s]

 89%|████████▉ | 89/100 [00:00<00:00, 92.26it/s]

100%|██████████| 100/100 [00:01<00:00, 94.54it/s]

                                                 
Models:  30%|███       | 3/10 [00:02<00:06,  1.04it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 13%|█▎        | 13/100 [00:00<00:00, 128.26it/s]

 26%|██▌       | 26/100 [00:00<00:00, 95.13it/s] 

 37%|███▋      | 37/100 [00:00<00:00, 91.35it/s]

 47%|████▋     | 47/100 [00:00<00:00, 90.24it/s]

 57%|█████▋    | 57/100 [00:00<00:00, 86.63it/s]

 67%|██████▋   | 67/100 [00:00<00:00, 88.72it/s]

 76%|███████▌  | 76/100 [00:00<00:00, 87.17it/s]

 85%|████████▌ | 85/100 [00:00<00:00, 86.90it/s]

 95%|█████████▌| 95/100 [00:01<00:00, 88.54it/s]

                                                
Models:  40%|████      | 4/10 [00:03<00:06,  1.02s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 12%|█▏        | 12/100 [00:00<00:00, 118.61it/s]

 24%|██▍       | 24/100 [00:00<00:00, 93.14it/s] 

 34%|███▍      | 34/100 [00:00<00:00, 90.16it/s]

 44%|████▍     | 44/100 [00:00<00:00, 88.08it/s]

 53%|█████▎    | 53/100 [00:00<00:00, 86.62it/s]

 62%|██████▏   | 62/100 [00:00<00:00, 86.26it/s]

 72%|███████▏  | 72/100 [00:00<00:00, 87.41it/s]

 82%|████████▏ | 82/100 [00:00<00:00, 90.16it/s]

 92%|█████████▏| 92/100 [00:01<00:00, 90.79it/s]

                                                
Models:  50%|█████     | 5/10 [00:05<00:05,  1.06s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 12%|█▏        | 12/100 [00:00<00:00, 112.23it/s]

 24%|██▍       | 24/100 [00:00<00:00, 92.25it/s] 

 34%|███▍      | 34/100 [00:00<00:00, 90.65it/s]

 44%|████▍     | 44/100 [00:00<00:00, 85.83it/s]

 53%|█████▎    | 53/100 [00:00<00:00, 84.37it/s]

 62%|██████▏   | 62/100 [00:00<00:00, 83.65it/s]

 71%|███████   | 71/100 [00:00<00:00, 84.45it/s]

 80%|████████  | 80/100 [00:00<00:00, 84.44it/s]

 89%|████████▉ | 89/100 [00:01<00:00, 84.84it/s]

 99%|█████████▉| 99/100 [00:01<00:00, 87.55it/s]

                                                
Models:  60%|██████    | 6/10 [00:06<00:04,  1.09s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 13%|█▎        | 13/100 [00:00<00:00, 120.88it/s]

 26%|██▌       | 26/100 [00:00<00:00, 97.51it/s] 

 37%|███▋      | 37/100 [00:00<00:00, 94.77it/s]

 47%|████▋     | 47/100 [00:00<00:00, 94.46it/s]

 57%|█████▋    | 57/100 [00:00<00:00, 91.49it/s]

 67%|██████▋   | 67/100 [00:00<00:00, 93.66it/s]

 77%|███████▋  | 77/100 [00:00<00:00, 91.69it/s]

 87%|████████▋ | 87/100 [00:00<00:00, 80.83it/s]

 96%|█████████▌| 96/100 [00:01<00:00, 83.02it/s]

                                                
Models:  70%|███████   | 7/10 [00:07<00:03,  1.10s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 12%|█▏        | 12/100 [00:00<00:00, 116.46it/s]

 24%|██▍       | 24/100 [00:00<00:01, 75.17it/s] 

 33%|███▎      | 33/100 [00:00<00:00, 79.52it/s]

 43%|████▎     | 43/100 [00:00<00:00, 83.69it/s]

 53%|█████▎    | 53/100 [00:00<00:00, 87.57it/s]

 63%|██████▎   | 63/100 [00:00<00:00, 88.99it/s]

 73%|███████▎  | 73/100 [00:00<00:00, 89.18it/s]

 83%|████████▎ | 83/100 [00:00<00:00, 87.88it/s]

 92%|█████████▏| 92/100 [00:01<00:00, 87.70it/s]

                                                
Models:  80%|████████  | 8/10 [00:08<00:02,  1.12s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 12%|█▏        | 12/100 [00:00<00:00, 119.23it/s]

 24%|██▍       | 24/100 [00:00<00:00, 97.07it/s] 

 34%|███▍      | 34/100 [00:00<00:00, 86.96it/s]

 43%|████▎     | 43/100 [00:00<00:00, 82.92it/s]

 53%|█████▎    | 53/100 [00:00<00:00, 86.68it/s]

 63%|██████▎   | 63/100 [00:00<00:00, 88.84it/s]

 73%|███████▎  | 73/100 [00:00<00:00, 90.77it/s]

 83%|████████▎ | 83/100 [00:00<00:00, 89.92it/s]

 94%|█████████▍| 94/100 [00:01<00:00, 94.21it/s]

                                                
Models:  90%|█████████ | 9/10 [00:09<00:01,  1.11s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 11%|█         | 11/100 [00:00<00:00, 104.60it/s]

 22%|██▏       | 22/100 [00:00<00:00, 99.81it/s] 

 33%|███▎      | 33/100 [00:00<00:00, 103.47it/s]

 44%|████▍     | 44/100 [00:00<00:00, 104.68it/s]

 55%|█████▌    | 55/100 [00:00<00:00, 101.66it/s]

 67%|██████▋   | 67/100 [00:00<00:00, 104.64it/s]

 78%|███████▊  | 78/100 [00:00<00:00, 100.64it/s]

 89%|████████▉ | 89/100 [00:00<00:00, 101.34it/s]

                                                 
Models: 100%|██████████| 10/10 [00:10<00:00,  1.07s/it]
Models: 100%|██████████| 10/10 [00:10<00:00,  1.05s/it]

Models:   0%|          | 0/10 [00:00<?, ?it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 13%|█▎        | 13/100 [00:00<00:00, 120.90it/s]

 26%|██▌       | 26/100 [00:00<00:00, 118.93it/s]

 38%|███▊      | 38/100 [00:00<00:00, 111.62it/s]

 52%|█████▏    | 52/100 [00:00<00:00, 120.87it/s]

 65%|██████▌   | 65/100 [00:00<00:00, 122.40it/s]

 78%|███████▊  | 78/100 [00:00<00:00, 117.20it/s]

 94%|█████████▍| 94/100 [00:00<00:00, 129.24it/s]

                                                 
Models:  10%|█         | 1/10 [00:00<00:07,  1.22it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 14%|█▍        | 14/100 [00:00<00:00, 128.39it/s]

 27%|██▋       | 27/100 [00:00<00:00, 103.73it/s]

 38%|███▊      | 38/100 [00:00<00:00, 100.97it/s]

 49%|████▉     | 49/100 [00:00<00:00, 102.31it/s]

 60%|██████    | 60/100 [00:00<00:00, 99.92it/s] 

 71%|███████   | 71/100 [00:00<00:00, 100.08it/s]

 82%|████████▏ | 82/100 [00:00<00:00, 99.39it/s] 

 92%|█████████▏| 92/100 [00:00<00:00, 99.47it/s]

                                                
Models:  20%|██        | 2/10 [00:01<00:07,  1.08it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 11%|█         | 11/100 [00:00<00:00, 105.81it/s]

 22%|██▏       | 22/100 [00:00<00:00, 91.61it/s] 

 32%|███▏      | 32/100 [00:00<00:00, 87.54it/s]

 42%|████▏     | 42/100 [00:00<00:00, 91.57it/s]

 52%|█████▏    | 52/100 [00:00<00:00, 86.26it/s]

 61%|██████    | 61/100 [00:00<00:00, 77.95it/s]

 71%|███████   | 71/100 [00:00<00:00, 82.65it/s]

 81%|████████  | 81/100 [00:00<00:00, 85.26it/s]

 91%|█████████ | 91/100 [00:01<00:00, 87.60it/s]

100%|██████████| 100/100 [00:01<00:00, 87.30it/s]

                                                 
Models:  30%|███       | 3/10 [00:02<00:07,  1.03s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 13%|█▎        | 13/100 [00:00<00:00, 117.94it/s]

 25%|██▌       | 25/100 [00:00<00:00, 88.83it/s] 

 35%|███▌      | 35/100 [00:00<00:00, 85.73it/s]

 44%|████▍     | 44/100 [00:00<00:00, 86.42it/s]

 53%|█████▎    | 53/100 [00:00<00:00, 83.68it/s]

 62%|██████▏   | 62/100 [00:00<00:00, 82.12it/s]

 71%|███████   | 71/100 [00:00<00:00, 83.12it/s]

 80%|████████  | 80/100 [00:00<00:00, 81.15it/s]

 89%|████████▉ | 89/100 [00:01<00:00, 79.64it/s]

 98%|█████████▊| 98/100 [00:01<00:00, 81.19it/s]

                                                
Models:  40%|████      | 4/10 [00:04<00:06,  1.10s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 11%|█         | 11/100 [00:00<00:00, 107.02it/s]

 22%|██▏       | 22/100 [00:00<00:00, 91.92it/s] 

 32%|███▏      | 32/100 [00:00<00:00, 86.50it/s]

 41%|████      | 41/100 [00:00<00:00, 83.91it/s]

 50%|█████     | 50/100 [00:00<00:00, 84.02it/s]

 59%|█████▉    | 59/100 [00:00<00:00, 82.49it/s]

 69%|██████▉   | 69/100 [00:00<00:00, 85.98it/s]

 79%|███████▉  | 79/100 [00:00<00:00, 86.96it/s]

 88%|████████▊ | 88/100 [00:01<00:00, 85.61it/s]

 99%|█████████▉| 99/100 [00:01<00:00, 90.42it/s]

                                                
Models:  50%|█████     | 5/10 [00:05<00:05,  1.12s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 12%|█▏        | 12/100 [00:00<00:00, 117.04it/s]

 24%|██▍       | 24/100 [00:00<00:00, 93.40it/s] 

 34%|███▍      | 34/100 [00:00<00:00, 92.12it/s]

 44%|████▍     | 44/100 [00:00<00:00, 88.95it/s]

 54%|█████▍    | 54/100 [00:00<00:00, 89.65it/s]

 64%|██████▍   | 64/100 [00:00<00:00, 88.75it/s]

 73%|███████▎  | 73/100 [00:00<00:00, 88.02it/s]

 82%|████████▏ | 82/100 [00:00<00:00, 85.44it/s]

 92%|█████████▏| 92/100 [00:01<00:00, 87.90it/s]

                                                
Models:  60%|██████    | 6/10 [00:06<00:04,  1.12s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 12%|█▏        | 12/100 [00:00<00:00, 117.81it/s]

 24%|██▍       | 24/100 [00:00<00:00, 93.84it/s] 

 34%|███▍      | 34/100 [00:00<00:00, 90.44it/s]

 44%|████▍     | 44/100 [00:00<00:00, 90.69it/s]

 54%|█████▍    | 54/100 [00:00<00:00, 90.79it/s]

 64%|██████▍   | 64/100 [00:00<00:00, 91.30it/s]

 74%|███████▍  | 74/100 [00:00<00:00, 88.39it/s]

 83%|████████▎ | 83/100 [00:00<00:00, 87.18it/s]

 92%|█████████▏| 92/100 [00:01<00:00, 85.65it/s]

                                                
Models:  70%|███████   | 7/10 [00:07<00:03,  1.12s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 13%|█▎        | 13/100 [00:00<00:00, 122.64it/s]

 26%|██▌       | 26/100 [00:00<00:00, 100.99it/s]

 37%|███▋      | 37/100 [00:00<00:00, 97.54it/s] 

 47%|████▋     | 47/100 [00:00<00:00, 93.28it/s]

 57%|█████▋    | 57/100 [00:00<00:00, 86.80it/s]

 66%|██████▌   | 66/100 [00:00<00:00, 81.82it/s]

 75%|███████▌  | 75/100 [00:00<00:00, 81.61it/s]

 84%|████████▍ | 84/100 [00:00<00:00, 83.20it/s]

 93%|█████████▎| 93/100 [00:01<00:00, 84.61it/s]

                                                
Models:  80%|████████  | 8/10 [00:08<00:02,  1.13s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 12%|█▏        | 12/100 [00:00<00:00, 116.69it/s]

 24%|██▍       | 24/100 [00:00<00:00, 98.84it/s] 

 35%|███▌      | 35/100 [00:00<00:00, 93.15it/s]

 45%|████▌     | 45/100 [00:00<00:00, 88.52it/s]

 54%|█████▍    | 54/100 [00:00<00:00, 86.98it/s]

 64%|██████▍   | 64/100 [00:00<00:00, 89.89it/s]

 74%|███████▍  | 74/100 [00:00<00:00, 89.17it/s]

 83%|████████▎ | 83/100 [00:00<00:00, 87.78it/s]

 92%|█████████▏| 92/100 [00:01<00:00, 88.42it/s]

                                                
Models:  90%|█████████ | 9/10 [00:09<00:01,  1.12s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 11%|█         | 11/100 [00:00<00:00, 100.99it/s]

 22%|██▏       | 22/100 [00:00<00:00, 97.94it/s] 

 33%|███▎      | 33/100 [00:00<00:00, 100.07it/s]

 44%|████▍     | 44/100 [00:00<00:00, 99.58it/s] 

 54%|█████▍    | 54/100 [00:00<00:00, 97.06it/s]

 65%|██████▌   | 65/100 [00:00<00:00, 97.88it/s]

 75%|███████▌  | 75/100 [00:00<00:00, 96.99it/s]

 85%|████████▌ | 85/100 [00:00<00:00, 95.71it/s]

 95%|█████████▌| 95/100 [00:00<00:00, 93.58it/s]

                                                
Models: 100%|██████████| 10/10 [00:10<00:00,  1.10s/it]
Models: 100%|██████████| 10/10 [00:10<00:00,  1.09s/it]

Models:   0%|          | 0/10 [00:00<?, ?it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 16%|█▌        | 16/100 [00:00<00:00, 158.05it/s]

 32%|███▏      | 32/100 [00:00<00:00, 142.45it/s]

 47%|████▋     | 47/100 [00:00<00:00, 131.35it/s]

 62%|██████▏   | 62/100 [00:00<00:00, 137.63it/s]

 76%|███████▌  | 76/100 [00:00<00:00, 137.87it/s]

 94%|█████████▍| 94/100 [00:00<00:00, 150.06it/s]

                                                 
Models:  10%|█         | 1/10 [00:00<00:06,  1.43it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 14%|█▍        | 14/100 [00:00<00:00, 135.00it/s]

 28%|██▊       | 28/100 [00:00<00:00, 113.81it/s]

 40%|████      | 40/100 [00:00<00:00, 105.56it/s]

 51%|█████     | 51/100 [00:00<00:00, 106.11it/s]

 62%|██████▏   | 62/100 [00:00<00:00, 103.11it/s]

 73%|███████▎  | 73/100 [00:00<00:00, 104.19it/s]

 84%|████████▍ | 84/100 [00:00<00:00, 99.78it/s] 

 95%|█████████▌| 95/100 [00:00<00:00, 100.26it/s]

                                                 
Models:  20%|██        | 2/10 [00:01<00:06,  1.17it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 13%|█▎        | 13/100 [00:00<00:00, 125.16it/s]

 26%|██▌       | 26/100 [00:00<00:00, 98.34it/s] 

 37%|███▋      | 37/100 [00:00<00:00, 93.91it/s]

 48%|████▊     | 48/100 [00:00<00:00, 98.55it/s]

 59%|█████▉    | 59/100 [00:00<00:00, 98.57it/s]

 69%|██████▉   | 69/100 [00:00<00:00, 98.09it/s]

 79%|███████▉  | 79/100 [00:00<00:00, 94.31it/s]

 89%|████████▉ | 89/100 [00:00<00:00, 93.86it/s]

100%|██████████| 100/100 [00:01<00:00, 95.45it/s]

                                                 
Models:  30%|███       | 3/10 [00:02<00:06,  1.06it/s]

  0%|          | 0/100 [00:00<?, ?it/s]

 12%|█▏        | 12/100 [00:00<00:00, 118.38it/s]

 24%|██▍       | 24/100 [00:00<00:00, 90.42it/s] 

 34%|███▍      | 34/100 [00:00<00:00, 90.32it/s]

 44%|████▍     | 44/100 [00:00<00:00, 88.29it/s]

 53%|█████▎    | 53/100 [00:00<00:00, 86.20it/s]

 62%|██████▏   | 62/100 [00:00<00:00, 85.61it/s]

 71%|███████   | 71/100 [00:00<00:00, 84.39it/s]

 81%|████████  | 81/100 [00:00<00:00, 87.13it/s]

 91%|█████████ | 91/100 [00:01<00:00, 88.46it/s]

                                                
Models:  40%|████      | 4/10 [00:03<00:06,  1.01s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 12%|█▏        | 12/100 [00:00<00:00, 113.80it/s]

 24%|██▍       | 24/100 [00:00<00:00, 88.72it/s] 

 34%|███▍      | 34/100 [00:00<00:00, 89.92it/s]

 44%|████▍     | 44/100 [00:00<00:00, 88.41it/s]

 53%|█████▎    | 53/100 [00:00<00:00, 87.69it/s]

 62%|██████▏   | 62/100 [00:00<00:00, 86.32it/s]

 71%|███████   | 71/100 [00:00<00:00, 85.69it/s]

 80%|████████  | 80/100 [00:00<00:00, 85.72it/s]

 89%|████████▉ | 89/100 [00:01<00:00, 86.92it/s]

 99%|█████████▉| 99/100 [00:01<00:00, 89.36it/s]

                                                
Models:  50%|█████     | 5/10 [00:04<00:05,  1.06s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 12%|█▏        | 12/100 [00:00<00:00, 111.56it/s]

 24%|██▍       | 24/100 [00:00<00:00, 90.98it/s] 

 34%|███▍      | 34/100 [00:00<00:00, 87.97it/s]

 43%|████▎     | 43/100 [00:00<00:00, 85.84it/s]

 52%|█████▏    | 52/100 [00:00<00:00, 84.06it/s]

 61%|██████    | 61/100 [00:00<00:00, 82.14it/s]

 70%|███████   | 70/100 [00:00<00:00, 80.72it/s]

 79%|███████▉  | 79/100 [00:00<00:00, 79.74it/s]

 89%|████████▉ | 89/100 [00:01<00:00, 84.21it/s]

100%|██████████| 100/100 [00:01<00:00, 89.51it/s]

                                                 
Models:  60%|██████    | 6/10 [00:06<00:04,  1.09s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 13%|█▎        | 13/100 [00:00<00:00, 118.14it/s]

 25%|██▌       | 25/100 [00:00<00:00, 97.74it/s] 

 35%|███▌      | 35/100 [00:00<00:00, 96.28it/s]

 45%|████▌     | 45/100 [00:00<00:00, 94.68it/s]

 55%|█████▌    | 55/100 [00:00<00:00, 91.96it/s]

 65%|██████▌   | 65/100 [00:00<00:00, 92.22it/s]

 75%|███████▌  | 75/100 [00:00<00:00, 90.20it/s]

 85%|████████▌ | 85/100 [00:00<00:00, 89.40it/s]

 95%|█████████▌| 95/100 [00:01<00:00, 91.02it/s]

                                                
Models:  70%|███████   | 7/10 [00:07<00:03,  1.09s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 12%|█▏        | 12/100 [00:00<00:00, 114.61it/s]

 24%|██▍       | 24/100 [00:00<00:00, 95.20it/s] 

 34%|███▍      | 34/100 [00:00<00:00, 92.85it/s]

 44%|████▍     | 44/100 [00:00<00:00, 90.40it/s]

 54%|█████▍    | 54/100 [00:00<00:00, 84.41it/s]

 63%|██████▎   | 63/100 [00:00<00:00, 84.48it/s]

 72%|███████▏  | 72/100 [00:00<00:00, 84.68it/s]

 81%|████████  | 81/100 [00:00<00:00, 85.37it/s]

 90%|█████████ | 90/100 [00:01<00:00, 86.00it/s]

100%|██████████| 100/100 [00:01<00:00, 89.76it/s]

                                                 
Models:  80%|████████  | 8/10 [00:08<00:02,  1.10s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 13%|█▎        | 13/100 [00:00<00:00, 120.63it/s]

 26%|██▌       | 26/100 [00:00<00:00, 100.75it/s]

 37%|███▋      | 37/100 [00:00<00:00, 97.85it/s] 

 47%|████▋     | 47/100 [00:00<00:00, 94.39it/s]

 57%|█████▋    | 57/100 [00:00<00:00, 91.94it/s]

 67%|██████▋   | 67/100 [00:00<00:00, 92.63it/s]

 77%|███████▋  | 77/100 [00:00<00:00, 91.72it/s]

 87%|████████▋ | 87/100 [00:00<00:00, 92.48it/s]

 97%|█████████▋| 97/100 [00:01<00:00, 92.78it/s]

                                                
Models:  90%|█████████ | 9/10 [00:09<00:01,  1.09s/it]

  0%|          | 0/100 [00:00<?, ?it/s]

 11%|█         | 11/100 [00:00<00:00, 103.43it/s]

 22%|██▏       | 22/100 [00:00<00:00, 102.05it/s]

 33%|███▎      | 33/100 [00:00<00:00, 101.93it/s]

 44%|████▍     | 44/100 [00:00<00:00, 102.25it/s]

 55%|█████▌    | 55/100 [00:00<00:00, 99.15it/s] 

 65%|██████▌   | 65/100 [00:00<00:00, 99.39it/s]

 76%|███████▌  | 76/100 [00:00<00:00, 100.31it/s]

 87%|████████▋ | 87/100 [00:00<00:00, 98.05it/s] 

 97%|█████████▋| 97/100 [00:00<00:00, 97.87it/s]

                                                
Models: 100%|██████████| 10/10 [00:10<00:00,  1.07s/it]
Models: 100%|██████████| 10/10 [00:10<00:00,  1.04s/it]
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 29 ]
> 
> proc.time()
   user  system elapsed 
142.172   5.023 143.900 
/Users/biocbuild/.pyenv/versions/3.11.14/lib/python3.11/multiprocessing/resource_tracker.py:254: UserWarning: resource_tracker: There appear to be 1 leaked semaphore objects to clean up at shutdown
  warnings.warn('resource_tracker: There appear to be %d '

Example timings

spatialDE.Rcheck/spatialDE-Ex.timings

nameusersystemelapsed
FSV_sig 8.125 1.75947.386
mockSVG0.3420.0530.396
modelSearch3.7040.5074.150
model_search2.3230.3162.715
multiGenePlots4.2140.4604.659
regress_out0.2640.0080.317
run1.3150.1531.995
spatialDE1.4480.1471.726
spatialPatterns1.7240.2862.052
spatial_patterns25.347 3.17028.735
stabilize0.1330.0060.140