Validation Report - brainGraph@3.1.0

Context

This report is fully automated and builds on rhub/ref-image image. Documents the installation of this package on an open source R environment, focusing on:

  • Installation environment description
  • Testing coverage

It is limited to assess whether unit tests and documentation are present and can execute without error. An assessment would be required that the tests and documentation are meaningful.

Package brainGraph

Metric based risk assessment

The following metrics are derived from the riskmetric R package.

has_news 1
news_current TRUE
exported_namespace 98
has_vignettes 0
export_help 98
has_website TRUE
has_maintainer Christopher G. Watson
bugs_status scraping bug reports fromm BugReports host ‘google’ not implemented
has_source_control https://github.com/cwatson/brainGraph
has_bug_reports_url 1
downloads_1yr 6835
reverse_dependencies 3
has_examples 1
dependencies 12
license GPL-3

Package general assessment: Coverage, check results, size, download the last year, reverse dependencies and number of dependencies.

Dependencies

Overall the package has these dependencies:

package type
1 igraph (>= 1.2.4) Depends
2 abind Imports
3 data.table (>= 1.12.4) Imports
4 doParallel Imports
5 foreach Imports
6 grid Imports
7 lattice Imports
8 MASS Imports
9 Matrix Imports
10 methods Imports
11 permute Imports
12 parallel Imports

Package dependencies

Reverse dependencies

Overall the package has 3 reverse dependencies:

etree, PopulateR, priorCON

Namespace

Overall the package has 98 exported objects. 98 are documented:

      analysis_random_graphs                          aop 
                        TRUE                         TRUE 
            apply_thresholds                     as_atlas 
                        TRUE                         TRUE 
           as_brainGraphList                bg_to_mediate 
                        TRUE                         TRUE 
             brainGraph_boot               brainGraph_GLM 
                        TRUE                         TRUE 
       brainGraph_GLM_design           brainGraph_mediate 
                        TRUE                         TRUE 
          brainGraph_permute              centr_betw_comm 
                        TRUE                         TRUE 
                   centr_lev                    check_sID 
                        TRUE                         TRUE 
                coeff_determ                  coeff_table 
                        TRUE                         TRUE 
                   coeff_var                       colMax 
                        TRUE                         TRUE 
                   colMaxAbs                       colMin 
                        TRUE                         TRUE 
             communicability          contract_brainGraph 
                        TRUE                         TRUE 
               cor.diff.test                  corr.matrix 
                        TRUE                         TRUE 
            count_homologous                  count_inter 
                        TRUE                         TRUE 
             covratio.bg_GLM                 create_atlas 
                        TRUE                         TRUE 
                 create_mats                dffits.bg_GLM 
                        TRUE                         TRUE 
                     diag_sq               edge_asymmetry 
                        TRUE                         TRUE 
           edge_spatial_dist                   efficiency 
                        TRUE                         TRUE 
                    fastLmBG                  fastLmBG_3d 
                        TRUE                         TRUE 
                fastLmBG_3dY              fastLmBG_3dY_1p 
                        TRUE                         TRUE 
                  fastLmBG_f                   fastLmBG_t 
                        TRUE                         TRUE 
               gateway_coeff               get_thresholds 
                        TRUE                         TRUE 
                   get.resid                graph_attr_dt 
                        TRUE                         TRUE 
                 guess_atlas                      hubness 
                        TRUE                         TRUE 
                  import_scn                          inv 
                        TRUE                         TRUE 
                   is_binary                is.brainGraph 
                        TRUE                         TRUE 
           is.brainGraphList                          loo 
                        TRUE                         TRUE 
         make_auc_brainGraph              make_brainGraph 
                        TRUE                         TRUE 
         make_brainGraphList          make_ego_brainGraph 
                        TRUE                         TRUE 
       make_empty_brainGraph make_intersection_brainGraph 
                        TRUE                         TRUE 
            mean_distance_wt                         mtpc 
                        TRUE                         TRUE 
                         NBS                     nregions 
                        TRUE                         TRUE 
                   pad_zeros                   part_coeff 
                        TRUE                         TRUE 
                   partition                         pinv 
                        TRUE                         TRUE 
       plot_brainGraph_multi                  plot_global 
                        TRUE                         TRUE 
              plot_rich_norm         plot_vertex_measures 
                        TRUE                         TRUE 
             plot_volumetric                        qr_Q2 
                        TRUE                         TRUE 
                       qr_R2                    randomise 
                        TRUE                         TRUE 
                randomise_3d                 region.names 
                        TRUE                         TRUE 
               rich_club_all              rich_club_attrs 
                        TRUE                         TRUE 
             rich_club_coeff               rich_club_norm 
                        TRUE                         TRUE 
                   rich_core                   robustness 
                        TRUE                         TRUE 
                      s_core          set_brainGraph_attr 
                        TRUE                         TRUE 
        sim.rand.graph.clust           sim.rand.graph.hqs 
                        TRUE                         TRUE 
          sim.rand.graph.par                       slicer 
                        TRUE                         TRUE 
                 small.world                    symm_mean 
                        TRUE                         TRUE 
                  symmetrize               vertex_attr_dt 
                        TRUE                         TRUE 
         vertex_spatial_dist                   vif.bg_GLM 
                        TRUE                         TRUE 
               vulnerability    within_module_deg_z_score 
                        TRUE                         TRUE 
              write_brainnet                  xfm.weights 
                        TRUE                         TRUE 

Examples

There are 75 help pages with examples, from 75 (100.00 %).

NEWS

The package has NEWS file and it is current.

License

The package uses .

Installation environment

System Info

Field Value
Image rhub/ref-image
OS Ubuntu 24.04.1 LTS
Platform x86_64-pc-linux-gnu
System x86_64, linux-gnu
Execution Time 2025-02-15 04:40:46 UTC

System information. Table about the system used to check the package.

R Session Info

Information about the R environment and capabilities:

R version 4.4.2 (2024-10-31)
Platform: x86_64-pc-linux-gnu
Running under: Ubuntu 24.04.1 LTS

Matrix products: default
BLAS:   /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3 
LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.26.so;  LAPACK version 3.12.0

locale:
 [1] LC_CTYPE=C.UTF-8       LC_NUMERIC=C           LC_TIME=C.UTF-8       
 [4] LC_COLLATE=C.UTF-8     LC_MONETARY=C.UTF-8    LC_MESSAGES=C.UTF-8   
 [7] LC_PAPER=C.UTF-8       LC_NAME=C              LC_ADDRESS=C          
[10] LC_TELEPHONE=C         LC_MEASUREMENT=C.UTF-8 LC_IDENTIFICATION=C   

time zone: UTC
tzcode source: system (glibc)

attached base packages:
[1] tools     stats     graphics  grDevices utils     datasets  methods  
[8] base     

loaded via a namespace (and not attached):
 [1] riskreports_0.0.0.9003 compiler_4.4.2         fastmap_1.2.0         
 [4] cli_3.6.4              htmltools_0.5.8.1      yaml_2.3.10           
 [7] rmarkdown_2.29         knitr_1.49             jsonlite_1.8.9        
[10] xfun_0.50              digest_0.6.37          rlang_1.1.5           
[13] evaluate_1.0.3        

Platform used:

   OS.type   file.sep dynlib.ext        GUI     endian    pkgType   path.sep 
    "unix"        "/"      ".so"      "X11"   "little"   "source"        ":" 
    r_arch 
        "" 

R’s capabilities:

       jpeg         png        tiff       tcltk         X11        aqua 
       TRUE        TRUE        TRUE        TRUE       FALSE       FALSE 
   http/ftp     sockets      libxml        fifo      cledit       iconv 
       TRUE        TRUE       FALSE        TRUE       FALSE        TRUE 
        NLS       Rprof     profmem       cairo         ICU long.double 
       TRUE        TRUE        TRUE        TRUE        TRUE        TRUE 
    libcurl 
       TRUE 

External software:

                                                     zlib 
                                                    "1.3" 
                                                    bzlib 
                                     "1.0.8, 13-Jul-2019" 
                                                       xz 
                                                  "5.4.5" 
                                               libdeflate 
                                                   "1.19" 
                                                     PCRE 
                                       "10.42 2022-12-11" 
                                                      ICU 
                                                   "74.2" 
                                                      TRE 
                                "TRE 0.8.0 R_fixes (BSD)" 
                                                    iconv 
                                             "glibc 2.39" 
                                                 readline 
                                                    "8.2" 
                                                     BLAS 
"/usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3" 

Graphics external software:

                   cairo                  cairoFT                    pango 
                "1.18.0"                       ""                 "1.52.1" 
                  libpng                     jpeg                  libtiff 
                "1.6.43"                    "8.0" "LIBTIFF, Version 4.5.1" 

Numerical characteristics of the machine:

               double.eps            double.neg.eps               double.xmin 
             2.220446e-16              1.110223e-16             2.225074e-308 
              double.xmax               double.base             double.digits 
            1.797693e+308              2.000000e+00              5.300000e+01 
          double.rounding              double.guard         double.ulp.digits 
             5.000000e+00              0.000000e+00             -5.200000e+01 
    double.neg.ulp.digits           double.exponent            double.min.exp 
            -5.300000e+01              1.100000e+01             -1.022000e+03 
           double.max.exp               integer.max               sizeof.long 
             1.024000e+03              2.147484e+09              8.000000e+00 
          sizeof.longlong         sizeof.longdouble            sizeof.pointer 
             8.000000e+00              1.600000e+01              8.000000e+00 
            sizeof.time_t            longdouble.eps        longdouble.neg.eps 
             8.000000e+00              1.084202e-19              5.421011e-20 
        longdouble.digits       longdouble.rounding          longdouble.guard 
             6.400000e+01              5.000000e+00              0.000000e+00 
    longdouble.ulp.digits longdouble.neg.ulp.digits       longdouble.exponent 
            -6.300000e+01             -6.400000e+01              1.500000e+01 
       longdouble.min.exp        longdouble.max.exp 
            -1.638200e+04              1.638400e+04 

Random number generation process:

[1] "Mersenne-Twister" "Inversion"        "Rejection"       

Information about the environment

Environmental and options variables affect how package checks and software in it might behave. Here is the environmental variables when running this report

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ANDROID_NDK_LATEST_HOME
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PERFLOG_LOCATION_SETTING
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PHARMAPKGS_EXCLUDED_METRICS
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PKGLOAD_PARENT_TEMPDIR
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RUNNER_PERFLOG          /home/runner/perflog
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These are the options set to generate the report:

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$bitmapType
[1] "cairo"

$browser
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$browserNLdisabled
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$callr.condition_handler_cli_message
function (msg) 
{
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    else {
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}
<bytecode: 0x55ec5b2d1910>
<environment: namespace:cli>

$catch.script.errors
[1] FALSE

$CBoundsCheck
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$check.bounds
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$citation.bibtex.max
[1] 1

$continue
[1] "+ "

$contrasts
        unordered           ordered 
"contr.treatment"      "contr.poly" 

$covr.record_tests
[1] TRUE

$defaultPackages
[1] "datasets"  "utils"     "grDevices" "graphics"  "stats"     "methods"  

$demo.ask
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$deparse.cutoff
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$device
function (width = 7, height = 7, ...) 
{
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<bytecode: 0x55ec5b2dd638>
<environment: namespace:knitr>

$device.ask.default
[1] FALSE

$digits
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$dvipscmd
[1] "dvips"

$echo
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$encoding
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$example.ask
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$expressions
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$help.search.types
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$help.try.all.packages
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$mailer
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$matprod
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$OutDec
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$papersize
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$PCRE_limit_recursion
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$PCRE_use_JIT
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$pdfviewer
[1] "/usr/bin/xdg-open"

$pkgType
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$printcmd
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$prompt
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$repos
                      CRAN 
"https://cran.rstudio.com" 

$rl_word_breaks
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$rlang_trace_top_env
<environment: R_GlobalEnv>

$scipen
[1] 0

$show.coef.Pvalues
[1] TRUE

$show.error.messages
[1] TRUE

$show.signif.stars
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$showErrorCalls
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$showNCalls
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$showWarnCalls
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$str
$str$strict.width
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$str$digits.d
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$str$vec.len
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$str$list.len
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$str$deparse.lines
NULL

$str$drop.deparse.attr
[1] TRUE

$str$formatNum
function (x, ...) 
format(x, trim = TRUE, drop0trailing = TRUE, ...)
<environment: 0x55ec5a7a9520>


$str.dendrogram.last
[1] "`"

$texi2dvi
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$tikzMetricsDictionary
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$timeout
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$try.outFile
A connection with                    
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mode        "w+b"   
text        "binary"
opened      "opened"
can read    "yes"   
can write   "yes"   

$ts.eps
[1] 1e-05

$ts.S.compat
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$unzip
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$useFancyQuotes
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$verbose
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$warn
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$warning.length
[1] 1000

$warnPartialMatchArgs
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$warnPartialMatchAttr
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$warnPartialMatchDollar
[1] FALSE

$width
[1] 80