Back to Multiple platform build/check report for BioC 3.22:   simplified   long
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This page was generated on 2025-10-13 12:04 -0400 (Mon, 13 Oct 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.1 Patched (2025-08-23 r88802) -- "Great Square Root" 4864
lconwaymacOS 12.7.1 Montereyx86_644.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" 4652
kjohnson3macOS 13.7.7 Venturaarm644.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" 4597
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4586
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 2083/2346HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
SPIAT 1.11.0  (landing page)
Yuzhou Feng
Snapshot Date: 2025-10-12 13:45 -0400 (Sun, 12 Oct 2025)
git_url: https://git.bioconductor.org/packages/SPIAT
git_branch: devel
git_last_commit: 6b188b4
git_last_commit_date: 2025-04-15 12:56:43 -0400 (Tue, 15 Apr 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    ERROR  
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 SPIAT on nebbiolo2

To the developers/maintainers of the SPIAT package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/SPIAT.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: SPIAT
Version: 1.11.0
Command: /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:SPIAT.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings SPIAT_1.11.0.tar.gz
StartedAt: 2025-10-13 04:38:19 -0400 (Mon, 13 Oct 2025)
EndedAt: 2025-10-13 04:45:26 -0400 (Mon, 13 Oct 2025)
EllapsedTime: 426.4 seconds
RetCode: 1
Status:   ERROR  
CheckDir: SPIAT.Rcheck
Warnings: NA

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:SPIAT.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings SPIAT_1.11.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/SPIAT.Rcheck’
* using R version 4.5.1 Patched (2025-08-23 r88802)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
    gcc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
    GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
* running under: Ubuntu 24.04.3 LTS
* using session charset: UTF-8
* checking for file ‘SPIAT/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘SPIAT’ version ‘1.11.0’
* 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 ‘SPIAT’ can be installed ... OK
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... NOTE
License components with restrictions not permitted:
  Artistic-2.0 + file LICENSE
* 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 loading without being on the library search path ... 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 ... 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 LazyData ... OK
* checking data for ASCII and uncompressed saves ... OK
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
                                user system elapsed
dimensionality_reduction_plot 20.988  0.117  21.104
calculate_percentage_of_grids  7.282  0.094   7.377
* 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 re-building of vignette outputs ... ERROR
Error(s) in re-building vignettes:
--- re-building ‘SPIAT.Rmd’ using rmarkdown
--- finished re-building ‘SPIAT.Rmd’

--- re-building ‘basic_analysis.Rmd’ using rmarkdown
Failed with error:  'there is no package called 'GenomeInfoDb''

Quitting from basic_analysis.Rmd:34-46 [unnamed-chunk-2]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `.requirePackage()`:
! unable to load required package 'GenomeInfoDb'
---
Backtrace:
     ▆
  1. ├─SPIAT::define_celltypes(...)
  2. │ ├─`*tmp*`[, spe_object[[category_colname]] == categories[i]]
  3. │ └─`*tmp*`[, spe_object[[category_colname]] == categories[i]]
  4. │   ├─methods::callNextMethod()
  5. │   └─SingleCellExperiment (local) .nextMethod(x = x, i = , j = j)
  6. │     ├─BiocGenerics::updateObject(x)
  7. │     └─SingleCellExperiment::updateObject(x)
  8. │       ├─methods::callNextMethod()
  9. │       └─SummarizedExperiment (local) .nextMethod(object = object)
 10. │         ├─BiocGenerics::updateObject(object@rowRanges, ..., verbose = verbose)
 11. │         └─GenomicRanges::updateObject(object@rowRanges, ..., verbose = verbose)
 12. │           ├─BiocGenerics::updateObject(object@unlistData, ..., verbose = verbose)
 13. │           └─GenomicRanges::updateObject(object@unlistData, ..., verbose = verbose)
 14. │             └─BiocGenerics::updateObject(object@seqinfo, ..., verbose = verbose)
 15. └─methods:::.extendsForS3(`<chr>`)
 16.   └─methods::extends(Class, maybe = FALSE)
 17.     └─methods::getClassDef(class1)
 18.       └─methods:::.requirePackage(package)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Error: processing vignette 'basic_analysis.Rmd' failed with diagnostics:
unable to load required package 'GenomeInfoDb'
--- failed re-building ‘basic_analysis.Rmd’

--- re-building ‘cell-colocalisation.Rmd’ using rmarkdown
Failed with error:  'there is no package called 'GenomeInfoDb''

Quitting from cell-colocalisation.Rmd:37-49 [unnamed-chunk-2]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `.requirePackage()`:
! unable to load required package 'GenomeInfoDb'
---
Backtrace:
     ▆
  1. ├─SPIAT::define_celltypes(...)
  2. │ ├─`*tmp*`[, spe_object[[category_colname]] == categories[i]]
  3. │ └─`*tmp*`[, spe_object[[category_colname]] == categories[i]]
  4. │   ├─methods::callNextMethod()
  5. │   └─SingleCellExperiment (local) .nextMethod(x = x, i = , j = j)
  6. │     ├─BiocGenerics::updateObject(x)
  7. │     └─SingleCellExperiment::updateObject(x)
  8. │       ├─methods::callNextMethod()
  9. │       └─SummarizedExperiment (local) .nextMethod(object = object)
 10. │         ├─BiocGenerics::updateObject(object@rowRanges, ..., verbose = verbose)
 11. │         └─GenomicRanges::updateObject(object@rowRanges, ..., verbose = verbose)
 12. │           ├─BiocGenerics::updateObject(object@unlistData, ..., verbose = verbose)
 13. │           └─GenomicRanges::updateObject(object@unlistData, ..., verbose = verbose)
 14. │             └─BiocGenerics::updateObject(object@seqinfo, ..., verbose = verbose)
 15. └─methods:::.extendsForS3(`<chr>`)
 16.   └─methods::extends(Class, maybe = FALSE)
 17.     └─methods::getClassDef(class1)
 18.       └─methods:::.requirePackage(package)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Error: processing vignette 'cell-colocalisation.Rmd' failed with diagnostics:
unable to load required package 'GenomeInfoDb'
--- failed re-building ‘cell-colocalisation.Rmd’

--- re-building ‘data_reading-formatting.Rmd’ using rmarkdown
--- finished re-building ‘data_reading-formatting.Rmd’

--- re-building ‘neighborhood.Rmd’ using rmarkdown
--- finished re-building ‘neighborhood.Rmd’

--- re-building ‘quality-control_visualisation.Rmd’ using rmarkdown
Failed with error:  'there is no package called 'GenomeInfoDb''

Quitting from quality-control_visualisation.Rmd:40-52 [unnamed-chunk-2]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `.requirePackage()`:
! unable to load required package 'GenomeInfoDb'
---
Backtrace:
     ▆
  1. ├─SPIAT::define_celltypes(...)
  2. │ ├─`*tmp*`[, spe_object[[category_colname]] == categories[i]]
  3. │ └─`*tmp*`[, spe_object[[category_colname]] == categories[i]]
  4. │   ├─methods::callNextMethod()
  5. │   └─SingleCellExperiment (local) .nextMethod(x = x, i = , j = j)
  6. │     ├─BiocGenerics::updateObject(x)
  7. │     └─SingleCellExperiment::updateObject(x)
  8. │       ├─methods::callNextMethod()
  9. │       └─SummarizedExperiment (local) .nextMethod(object = object)
 10. │         ├─BiocGenerics::updateObject(object@rowRanges, ..., verbose = verbose)
 11. │         └─GenomicRanges::updateObject(object@rowRanges, ..., verbose = verbose)
 12. │           ├─BiocGenerics::updateObject(object@unlistData, ..., verbose = verbose)
 13. │           └─GenomicRanges::updateObject(object@unlistData, ..., verbose = verbose)
 14. │             └─BiocGenerics::updateObject(object@seqinfo, ..., verbose = verbose)
 15. └─methods:::.extendsForS3(`<chr>`)
 16.   └─methods::extends(Class, maybe = FALSE)
 17.     └─methods::getClassDef(class1)
 18.       └─methods:::.requirePackage(package)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Error: processing vignette 'quality-control_visualisation.Rmd' failed with diagnostics:
unable to load required package 'GenomeInfoDb'
--- failed re-building ‘quality-control_visualisation.Rmd’

--- re-building ‘spatial-heterogeneity.Rmd’ using rmarkdown
Failed with error:  'there is no package called 'GenomeInfoDb''

Quitting from spatial-heterogeneity.Rmd:43-55 [unnamed-chunk-2]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `.requirePackage()`:
! unable to load required package 'GenomeInfoDb'
---
Backtrace:
     ▆
  1. ├─SPIAT::define_celltypes(...)
  2. │ ├─`*tmp*`[, spe_object[[category_colname]] == categories[i]]
  3. │ └─`*tmp*`[, spe_object[[category_colname]] == categories[i]]
  4. │   ├─methods::callNextMethod()
  5. │   └─SingleCellExperiment (local) .nextMethod(x = x, i = , j = j)
  6. │     ├─BiocGenerics::updateObject(x)
  7. │     └─SingleCellExperiment::updateObject(x)
  8. │       ├─methods::callNextMethod()
  9. │       └─SummarizedExperiment (local) .nextMethod(object = object)
 10. │         ├─BiocGenerics::updateObject(object@rowRanges, ..., verbose = verbose)
 11. │         └─GenomicRanges::updateObject(object@rowRanges, ..., verbose = verbose)
 12. │           ├─BiocGenerics::updateObject(object@unlistData, ..., verbose = verbose)
 13. │           └─GenomicRanges::updateObject(object@unlistData, ..., verbose = verbose)
 14. │             └─BiocGenerics::updateObject(object@seqinfo, ..., verbose = verbose)
 15. └─methods:::.extendsForS3(`<chr>`)
 16.   └─methods::extends(Class, maybe = FALSE)
 17.     └─methods::getClassDef(class1)
 18.       └─methods:::.requirePackage(package)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Error: processing vignette 'spatial-heterogeneity.Rmd' failed with diagnostics:
unable to load required package 'GenomeInfoDb'
--- failed re-building ‘spatial-heterogeneity.Rmd’

--- re-building ‘tissue-structure.Rmd’ using rmarkdown
Failed with error:  'there is no package called 'GenomeInfoDb''

Quitting from tissue-structure.Rmd:46-58 [unnamed-chunk-2]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `.requirePackage()`:
! unable to load required package 'GenomeInfoDb'
---
Backtrace:
     ▆
  1. ├─SPIAT::define_celltypes(...)
  2. │ ├─`*tmp*`[, spe_object[[category_colname]] == categories[i]]
  3. │ └─`*tmp*`[, spe_object[[category_colname]] == categories[i]]
  4. │   ├─methods::callNextMethod()
  5. │   └─SingleCellExperiment (local) .nextMethod(x = x, i = , j = j)
  6. │     ├─BiocGenerics::updateObject(x)
  7. │     └─SingleCellExperiment::updateObject(x)
  8. │       ├─methods::callNextMethod()
  9. │       └─SummarizedExperiment (local) .nextMethod(object = object)
 10. │         ├─BiocGenerics::updateObject(object@rowRanges, ..., verbose = verbose)
 11. │         └─GenomicRanges::updateObject(object@rowRanges, ..., verbose = verbose)
 12. │           ├─BiocGenerics::updateObject(object@unlistData, ..., verbose = verbose)
 13. │           └─GenomicRanges::updateObject(object@unlistData, ..., verbose = verbose)
 14. │             └─BiocGenerics::updateObject(object@seqinfo, ..., verbose = verbose)
 15. └─methods:::.extendsForS3(`<chr>`)
 16.   └─methods::extends(Class, maybe = FALSE)
 17.     └─methods::getClassDef(class1)
 18.       └─methods:::.requirePackage(package)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Error: processing vignette 'tissue-structure.Rmd' failed with diagnostics:
unable to load required package 'GenomeInfoDb'
--- failed re-building ‘tissue-structure.Rmd’

SUMMARY: processing the following files failed:
  ‘basic_analysis.Rmd’ ‘cell-colocalisation.Rmd’
  ‘quality-control_visualisation.Rmd’ ‘spatial-heterogeneity.Rmd’
  ‘tissue-structure.Rmd’

Error: Vignette re-building failed.
Execution halted

* checking PDF version of manual ... OK
* DONE

Status: 1 ERROR, 1 NOTE
See
  ‘/home/biocbuild/bbs-3.22-bioc/meat/SPIAT.Rcheck/00check.log’
for details.


Installation output

SPIAT.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD INSTALL SPIAT
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.22-bioc/R/site-library’
* installing *source* package ‘SPIAT’ ...
** this is package ‘SPIAT’ version ‘1.11.0’
** using staged installation
** R
** data
*** moving datasets to lazyload DB
** 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 from temporary location
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (SPIAT)

Tests output

SPIAT.Rcheck/tests/testthat.Rout


R version 4.5.1 Patched (2025-08-23 r88802) -- "Great Square Root"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu

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(SPIAT)
Loading required package: SpatialExperiment
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

> 
> test_check("SPIAT")
[1] "Markers had been selected in minimum distance calculation: "
[1] "Immune1" "Tumour" 
[1] "Crossing of cross K function is detected for this image, indicating a potential immune ring."
[1] "The crossing happens at the 50% of the specified distance."
[1] "The alpha of Polygon is: 63.24375"
[1] "Markers had been selected in minimum distance calculation: "
[1] "Non-border" "Border"    
[1] "Tumour_marker"
[1] "Immune_marker1"
[1] "Immune_marker2"
[1] "Immune_marker3"
[1] "Immune_marker4"
[1] "Tumour_marker"
[1] "Immune_marker1"
[1] "Immune_marker2"
[1] "Immune_marker3"
[1] "Immune_marker4"
[1] "Tumour_marker  threshold intensity:  0.445450443784465"
[1] "Immune_marker1  threshold intensity:  0.116980867970434"
[1] "Immune_marker2  threshold intensity:  0.124283809517202"
[1] "Immune_marker3  threshold intensity:  0.0166413130263845"
[1] "Immune_marker4  threshold intensity:  0.00989731350898589"
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 80 ]
> 
> proc.time()
   user  system elapsed 
 62.801   1.752  64.538 

Example timings

SPIAT.Rcheck/SPIAT-Ex.timings

nameusersystemelapsed
AUC_of_cross_function0.1580.0070.165
R_BC1.7780.0601.841
average_marker_intensity_within_radius0.0480.0000.049
average_minimum_distance0.0180.0000.018
average_nearest_neighbor_index0.2040.0010.205
average_percentage_of_cells_within_radius0.9040.0120.916
calculate_cell_proportions0.0110.0000.012
calculate_cross_functions0.1620.0010.163
calculate_distance_to_margin1.0600.0031.063
calculate_entropy0.0080.0000.009
calculate_minimum_distances_between_celltypes0.0130.0010.014
calculate_pairwise_distances_between_celltypes4.3830.3324.716
calculate_percentage_of_grids7.2820.0947.377
calculate_proportions_of_cells_in_structure1.1760.0081.184
calculate_spatial_autocorrelation2.8660.0352.902
calculate_summary_distances_between_celltypes2.8980.2023.100
calculate_summary_distances_of_cells_to_borders1.9890.0592.047
composition_of_neighborhoods1.2580.1501.407
compute_gradient0.0590.0000.059
crossing_of_crossK0.1150.0010.117
define_celltypes0.6020.0000.602
define_structure1.4260.0021.428
dimensionality_reduction_plot20.988 0.11721.104
entropy_gradient_aggregated0.4990.0630.562
format_cellprofiler_to_spe0.1070.0100.118
format_codex_to_spe0.0950.0070.103
format_colData_to_spe0.1020.0050.107
format_halo_to_spe0.3700.1180.483
format_image_to_spe0.0910.0000.091
format_inform_to_spe0.1570.0680.225
format_spe_to_ppp0.0150.0020.017
grid_metrics2.5630.0242.588
identify_bordering_cells0.5780.0080.587
identify_neighborhoods1.2320.1051.339
image_splitter0.8650.0010.866
marker_intensity_boxplot0.4090.0060.415
marker_prediction_plot1.7680.0081.776
marker_surface_plot0.1810.0100.191
marker_surface_plot_stack0.1890.0050.195
measure_association_to_cell_properties0.4990.0030.502
mixing_score_summary0.0140.0000.015
number_of_cells_within_radius0.010.000.01
plot_average_intensity0.3930.0100.403
plot_cell_categories0.2870.0010.288
plot_cell_distances_violin1.2740.0311.305
plot_cell_marker_levels0.2250.0010.226
plot_cell_percentages0.5700.0010.571
plot_composition_heatmap4.1810.1444.325
plot_distance_heatmap2.2780.0222.300
plot_marker_level_heatmap1.3070.0191.325
predict_phenotypes2.2940.0022.296
select_celltypes0.0450.0000.045