Validation Report - daltoolbox@1.1.727
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 daltoolbox
Metric based risk assessment
The following metrics are derived from the riskmetric R package.
| has_news | 0 |
| exported_namespace | 113 |
| has_vignettes | 0 |
| export_help | 113 |
| has_website | TRUE |
| has_maintainer | Eduardo Ogasawara eogasawara@ieee.org |
| bugs_status | package DESCRIPTION does not have a BugReports field |
| has_source_control | https://github.com/cefet-rj-dal/daltoolbox |
| has_bug_reports_url | 0 |
| downloads_1yr | 5490 |
| reverse_dependencies | 4 |
| has_examples | 1 |
| dependencies | 16 |
| license | MIT + file LICENSE |
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 | FNN | Imports |
| 2 | MLmetrics | Imports |
| 3 | caret | Imports |
| 4 | class | Imports |
| 5 | cluster | Imports |
| 6 | dbscan | Imports |
| 7 | dplyr | Imports |
| 8 | e1071 | Imports |
| 9 | elmNNRcpp | Imports |
| 10 | forecast | Imports |
| 11 | ggplot2 | Imports |
| 12 | nnet | Imports |
| 13 | randomForest | Imports |
| 14 | reshape | Imports |
| 15 | tree | Imports |
| 16 | reticulate | Imports |
Package dependencies
Reverse dependencies
Overall the package has 4 reverse dependencies:
daltoolboxdp, harbinger, heimdall, tspredit
Namespace
Overall the package has 113 exported objects. 113 are documented:
aae_encode aae_encode_decode action
TRUE TRUE TRUE
adjust_class_label adjust_data.frame adjust_factor
TRUE TRUE TRUE
adjust_matrix adjust_ts_data autoenc_encode
TRUE TRUE TRUE
autoenc_encode_decode cae_encode cae_encode_decode
TRUE TRUE TRUE
cae2d_encode_decode cae2den_encode cae2den_encode_decode
TRUE TRUE TRUE
categ_mapping cla_dtree cla_knn
TRUE TRUE TRUE
cla_majority cla_mlp cla_nb
TRUE TRUE TRUE
cla_rf cla_svm cla_tune
TRUE TRUE TRUE
classification clu_tune cluster
TRUE TRUE TRUE
cluster_dbscan cluster_kmeans cluster_pam
TRUE TRUE TRUE
clusterer dal_base dal_learner
TRUE TRUE TRUE
dal_transform dal_tune data_sample
TRUE TRUE TRUE
dns_encode_decode do_fit do_predict
TRUE TRUE TRUE
dt_pca evaluate fit
TRUE TRUE TRUE
fit_curvature_max fit_curvature_min inverse_transform
TRUE TRUE TRUE
k_fold lae_encode lae_encode_decode
TRUE TRUE TRUE
minmax MSE.ts outliers
TRUE TRUE TRUE
plot_bar plot_boxplot plot_boxplot_class
TRUE TRUE TRUE
plot_density plot_density_class plot_groupedbar
TRUE TRUE TRUE
plot_hist plot_lollipop plot_pieplot
TRUE TRUE TRUE
plot_points plot_radar plot_scatter
TRUE TRUE TRUE
plot_series plot_stackedbar plot_ts
TRUE TRUE TRUE
plot_ts_pred predictor R2.ts
TRUE TRUE TRUE
reg_dtree reg_knn reg_mlp
TRUE TRUE TRUE
reg_rf reg_svm reg_tune
TRUE TRUE TRUE
regression sae_encode sae_encode_decode
TRUE TRUE TRUE
sample_random sample_stratified select_hyper
TRUE TRUE TRUE
set_params sMAPE.ts smoothing
TRUE TRUE TRUE
smoothing_cluster smoothing_freq smoothing_inter
TRUE TRUE TRUE
train_test train_test_from_folds transform
TRUE TRUE TRUE
ts_arima ts_conv1d ts_data
TRUE TRUE TRUE
ts_elm ts_head ts_knn
TRUE TRUE TRUE
ts_lstm ts_mlp ts_norm_an
TRUE TRUE TRUE
ts_norm_diff ts_norm_ean ts_norm_gminmax
TRUE TRUE TRUE
ts_norm_swminmax ts_projection ts_reg
TRUE TRUE TRUE
ts_regsw ts_rf ts_sample
TRUE TRUE TRUE
ts_svm ts_tune varae_encode
TRUE TRUE TRUE
varae_encode_decode zscore
TRUE TRUE Examples
There are 123 help pages with examples, from 123 (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 | 2025-02-17 04:52:20 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
_R_CHECK_SYSTEM_CLOCK_
FALSE
ACCEPT_EULA Y
ACTIONS_RUNNER_ACTION_ARCHIVE_CACHE
/opt/actionarchivecache
AGENT_TOOLSDIRECTORY /opt/hostedtoolcache
ANDROID_HOME /usr/local/lib/android/sdk
ANDROID_NDK /usr/local/lib/android/sdk/ndk/27.2.12479018
ANDROID_NDK_HOME /usr/local/lib/android/sdk/ndk/27.2.12479018
ANDROID_NDK_LATEST_HOME
/usr/local/lib/android/sdk/ndk/27.2.12479018
ANDROID_NDK_ROOT /usr/local/lib/android/sdk/ndk/27.2.12479018
ANDROID_SDK_ROOT /usr/local/lib/android/sdk
ANT_HOME /usr/share/ant
AZURE_EXTENSION_DIR /opt/az/azcliextensions
BOOTSTRAP_HASKELL_NONINTERACTIVE
1
BUNDLE_EXT linux-amd64.deb
CHROME_BIN /usr/bin/google-chrome
CHROMEWEBDRIVER /usr/local/share/chromedriver-linux64
CI true
CONDA /usr/share/miniconda
DEBIAN_FRONTEND noninteractive
DENO_DOM_PLUGIN /opt/quarto/bin/tools/x86_64/deno_dom/libplugin.so
DENO_NO_UPDATE_CHECK 1
DENO_TLS_CA_STORE system,mozilla
DEPLOYMENT_BASEPATH /opt/runner
DOTNET_MULTILEVEL_LOOKUP
0
DOTNET_NOLOGO 1
DOTNET_SKIP_FIRST_TIME_EXPERIENCE
1
EDGEWEBDRIVER /usr/local/share/edge_driver
EDITOR vi
GECKOWEBDRIVER /usr/local/share/gecko_driver
GHCUP_INSTALL_BASE_PREFIX
/usr/local
GITHUB_ACTION __run
GITHUB_ACTION_REF
GITHUB_ACTION_REPOSITORY
GITHUB_ACTIONS true
GITHUB_ACTOR llrs-roche
GITHUB_ACTOR_ID 185338939
GITHUB_API_URL https://api.github.com
GITHUB_BASE_REF
GITHUB_ENV /home/runner/work/_temp/_runner_file_commands/set_env_24251222-dc77-41e6-994a-03413e3e9f5f
GITHUB_EVENT_NAME schedule
GITHUB_EVENT_PATH /home/runner/work/_temp/_github_workflow/event.json
GITHUB_GRAPHQL_URL https://api.github.com/graphql
GITHUB_HEAD_REF
GITHUB_JOB main
GITHUB_OUTPUT /home/runner/work/_temp/_runner_file_commands/set_output_24251222-dc77-41e6-994a-03413e3e9f5f
GITHUB_PATH /home/runner/work/_temp/_runner_file_commands/add_path_24251222-dc77-41e6-994a-03413e3e9f5f
GITHUB_REF refs/heads/main
GITHUB_REF_NAME main
GITHUB_REF_PROTECTED false
GITHUB_REF_TYPE branch
GITHUB_REPOSITORY pharmaR/pharmapkgs
GITHUB_REPOSITORY_ID 798326913
GITHUB_REPOSITORY_OWNER
pharmaR
GITHUB_REPOSITORY_OWNER_ID
42115094
GITHUB_RETENTION_DAYS 90
GITHUB_RUN_ATTEMPT 1
GITHUB_RUN_ID 13362121460
GITHUB_RUN_NUMBER 94
GITHUB_SERVER_URL https://github.com
GITHUB_SHA b25eba80408a4e3db53f5896d441ff2685638e62
GITHUB_STATE /home/runner/work/_temp/_runner_file_commands/save_state_24251222-dc77-41e6-994a-03413e3e9f5f
GITHUB_STEP_SUMMARY /home/runner/work/_temp/_runner_file_commands/step_summary_24251222-dc77-41e6-994a-03413e3e9f5f
GITHUB_TRIGGERING_ACTOR
llrs-roche
GITHUB_WORKFLOW Update package repositories
GITHUB_WORKFLOW_REF pharmaR/pharmapkgs/.github/workflows/update-repos.yml@refs/heads/main
GITHUB_WORKFLOW_SHA b25eba80408a4e3db53f5896d441ff2685638e62
GITHUB_WORKSPACE /home/runner/work/pharmapkgs/pharmapkgs
GOROOT_1_21_X64 /opt/hostedtoolcache/go/1.21.13/x64
GOROOT_1_22_X64 /opt/hostedtoolcache/go/1.22.12/x64
GOROOT_1_23_X64 /opt/hostedtoolcache/go/1.23.6/x64
GRADLE_HOME /usr/share/gradle-8.12.1
HOME /home/runner
HOMEBREW_CLEANUP_PERIODIC_FULL_DAYS
3650
HOMEBREW_NO_AUTO_UPDATE
1
ImageOS ubuntu24
ImageVersion 20250209.1.0
INVOCATION_ID d5e471a50fd941d195319ae0e3c382bb
JAVA_HOME /usr/lib/jvm/temurin-17-jdk-amd64
JAVA_HOME_11_X64 /usr/lib/jvm/temurin-11-jdk-amd64
JAVA_HOME_17_X64 /usr/lib/jvm/temurin-17-jdk-amd64
JAVA_HOME_21_X64 /usr/lib/jvm/temurin-21-jdk-amd64
JAVA_HOME_8_X64 /usr/lib/jvm/temurin-8-jdk-amd64
JOURNAL_STREAM 8:6772
LANG C.UTF-8
LD_LIBRARY_PATH /opt/R/4.4.2/lib/R/lib:/usr/local/lib:/usr/lib/x86_64-linux-gnu:/usr/lib/jvm/temurin-17-jdk-amd64/lib/server:/opt/R/4.4.2/lib/R/lib:/usr/local/lib:/usr/lib/x86_64-linux-gnu:/usr/lib/jvm/temurin-17-jdk-amd64/lib/server
LN_S ln -s
LOGGER_LOG_LEVEL DEBUG
MAKE make
MEMORY_PRESSURE_WATCH /sys/fs/cgroup/system.slice/runner-provisioner.service/memory.pressure
MEMORY_PRESSURE_WRITE c29tZSAyMDAwMDAgMjAwMDAwMAA=
NOT_CRAN true
NVM_DIR /home/runner/.nvm
PAGER /usr/bin/pager
PATH /snap/bin:/home/runner/.local/bin:/opt/pipx_bin:/home/runner/.cargo/bin:/home/runner/.config/composer/vendor/bin:/usr/local/.ghcup/bin:/home/runner/.dotnet/tools:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin
PERFLOG_LOCATION_SETTING
RUNNER_PERFLOG
PHARMAPKGS_EXCLUDED_METRICS
assess_covr_coverage,assess_r_cmd_check
PHARMAPKGS_LIMIT 1000
PHARMAPKGS_PLATFORM ubuntu-22.04
PHARMAPKGS_R_VERSION 4.4
PHARMAPKGS_REMOTE_REPO
https://cloud.r-project.org/
PIPX_BIN_DIR /opt/pipx_bin
PIPX_HOME /opt/pipx
PKGCACHE_HTTP_VERSION 2
PKGLOAD_PARENT_TEMPDIR
/tmp/RtmpjxUEUq
POWERSHELL_DISTRIBUTION_CHANNEL
GitHub-Actions-ubuntu24
PROCESSX_PS1bd6732739f1_1739767934
YES
PWD /home/runner/work/pharmapkgs/pharmapkgs
QUARTO_BIN_PATH /opt/quarto/bin
QUARTO_DENO /opt/quarto/bin/tools/x86_64/deno
QUARTO_DOCUMENT_PATH /home/runner/work/pharmapkgs/pharmapkgs/inst/report
QUARTO_PROFILE
QUARTO_PROJECT_DIR /home/runner/work/pharmapkgs/pharmapkgs
QUARTO_PROJECT_ROOT /home/runner/work/pharmapkgs/pharmapkgs
QUARTO_ROOT /
QUARTO_SHARE_PATH /opt/quarto/share
R_ARCH
R_BROWSER xdg-open
R_BZIPCMD /usr/bin/bzip2
R_DOC_DIR /opt/R/4.4.2/lib/R/doc
R_GZIPCMD /usr/bin/gzip
R_HOME /opt/R/4.4.2/lib/R
R_INCLUDE_DIR /opt/R/4.4.2/lib/R/include
R_LIB_FOR_PAK /opt/R/4.4.2/lib/R/site-library
R_LIBS_SITE /opt/R/4.4.2/lib/R/site-library
R_LIBS_USER /home/runner/work/_temp/Library
R_PAPERSIZE letter
R_PAPERSIZE_USER letter
R_PDFVIEWER /usr/bin/xdg-open
R_PLATFORM x86_64-pc-linux-gnu
R_PRINTCMD /usr/bin/lpr
R_RD4PDF times,inconsolata,hyper
R_SESSION_TMPDIR /tmp/RtmpsS4lys
R_SHARE_DIR /opt/R/4.4.2/lib/R/share
R_STRIP_SHARED_LIB strip --strip-unneeded
R_STRIP_STATIC_LIB strip --strip-debug
R_TEXI2DVICMD /usr/bin/texi2dvi
R_UNZIPCMD /usr/bin/unzip
R_ZIPCMD /usr/bin/zip
RUNNER_ARCH X64
RUNNER_ENVIRONMENT github-hosted
RUNNER_NAME GitHub Actions 16
RUNNER_OS Linux
RUNNER_PERFLOG /home/runner/perflog
RUNNER_TEMP /home/runner/work/_temp
RUNNER_TOOL_CACHE /opt/hostedtoolcache
RUNNER_TRACKING_ID github_84602b48-6461-4335-a438-3ca558c890e8
RUNNER_USER runner
RUNNER_WORKSPACE /home/runner/work/pharmapkgs
SED /usr/bin/sed
SELENIUM_JAR_PATH /usr/share/java/selenium-server.jar
SGX_AESM_ADDR 1
SHLVL 1
STATS_D true
STATS_D_D true
STATS_D_TC true
STATS_EXT true
STATS_EXTP https://provjobdprod.z13.web.core.windows.net/settings/provjobdsettings-latest/provjobd.data
STATS_PIP false
STATS_RDCL true
STATS_TRP true
STATS_UE true
STATS_V3PS true
STATS_VMD true
STATS_VMFE true
SWIFT_PATH /usr/share/swift/usr/bin
SYSTEMD_EXEC_PID 830
TAR /usr/bin/tar
TZ UTC
USER runner
VCPKG_INSTALLATION_ROOT
/usr/local/share/vcpkg
XDG_CONFIG_HOME /home/runner/.config
XDG_RUNTIME_DIR /run/user/1001These are the options set to generate the report:
$add.smooth
[1] TRUE
$bitmapType
[1] "cairo"
$browser
[1] "xdg-open"
$browserNLdisabled
[1] FALSE
$callr.condition_handler_cli_message
function (msg)
{
custom_handler <- getOption("cli.default_handler")
if (is.function(custom_handler)) {
custom_handler(msg)
}
else {
cli_server_default(msg)
}
}
<bytecode: 0x562f5a4af910>
<environment: namespace:cli>
$catch.script.errors
[1] FALSE
$CBoundsCheck
[1] FALSE
$check.bounds
[1] FALSE
$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
[1] "default"
$deparse.cutoff
[1] 60
$device
function (width = 7, height = 7, ...)
{
grDevices::pdf(NULL, width, height, ...)
}
<bytecode: 0x562f59ba2878>
<environment: namespace:knitr>
$device.ask.default
[1] FALSE
$digits
[1] 7
$dvipscmd
[1] "dvips"
$echo
[1] FALSE
$editor
[1] "vi"
$encoding
[1] "native.enc"
$example.ask
[1] "default"
$expressions
[1] 5000
$help.search.types
[1] "vignette" "demo" "help"
$help.try.all.packages
[1] FALSE
$htmltools.preserve.raw
[1] TRUE
$HTTPUserAgent
[1] "R/4.4.2 R (4.4.2 x86_64-pc-linux-gnu x86_64 linux-gnu) on GitHub Actions"
$internet.info
[1] 2
$keep.parse.data
[1] TRUE
$keep.parse.data.pkgs
[1] FALSE
$keep.source
[1] FALSE
$keep.source.pkgs
[1] FALSE
$knitr.in.progress
[1] TRUE
$locatorBell
[1] TRUE
$mailer
[1] "mailto"
$matprod
[1] "default"
$max.contour.segments
[1] 25000
$max.print
[1] 99999
$menu.graphics
[1] TRUE
$na.action
[1] "na.omit"
$Ncpus
[1] 1
$nwarnings
[1] 50
$OutDec
[1] "."
$pager
[1] "/opt/R/4.4.2/lib/R/bin/pager"
$papersize
[1] "letter"
$PCRE_limit_recursion
[1] NA
$PCRE_study
[1] FALSE
$PCRE_use_JIT
[1] TRUE
$pdfviewer
[1] "/usr/bin/xdg-open"
$pkgType
[1] "source"
$printcmd
[1] "/usr/bin/lpr"
$prompt
[1] "> "
$repos
CRAN
"https://cran.rstudio.com"
$rl_word_breaks
[1] " \t\n\"\\'`><=%;,|&{()}"
$rlang_trace_top_env
<environment: R_GlobalEnv>
$scipen
[1] 0
$show.coef.Pvalues
[1] TRUE
$show.error.messages
[1] TRUE
$show.signif.stars
[1] TRUE
$showErrorCalls
[1] TRUE
$showNCalls
[1] 50
$showWarnCalls
[1] FALSE
$str
$str$strict.width
[1] "no"
$str$digits.d
[1] 3
$str$vec.len
[1] 4
$str$list.len
[1] 99
$str$deparse.lines
NULL
$str$drop.deparse.attr
[1] TRUE
$str$formatNum
function (x, ...)
format(x, trim = TRUE, drop0trailing = TRUE, ...)
<environment: 0x562f59987520>
$str.dendrogram.last
[1] "`"
$texi2dvi
[1] "/usr/bin/texi2dvi"
$tikzMetricsDictionary
[1] "validation_report_daltoolbox_v1.1.727-tikzDictionary"
$timeout
[1] 60
$try.outFile
A connection with
description ""
class "file"
mode "w+b"
text "binary"
opened "opened"
can read "yes"
can write "yes"
$ts.eps
[1] 1e-05
$ts.S.compat
[1] FALSE
$unzip
[1] "/usr/bin/unzip"
$useFancyQuotes
[1] FALSE
$verbose
[1] FALSE
$warn
[1] 0
$warning.length
[1] 1000
$warnPartialMatchArgs
[1] FALSE
$warnPartialMatchAttr
[1] FALSE
$warnPartialMatchDollar
[1] FALSE
$width
[1] 80