Validation Report - bnlearn@5.0.2
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 bnlearn
Metric based risk assessment
The following metrics are derived from the riskmetric R package.
| has_news | 0 |
| exported_namespace | 143 |
| has_vignettes | 0 |
| export_help | 147 |
| has_website | TRUE |
| has_maintainer | Marco Scutari scutari@bnlearn.com |
| bugs_status | package DESCRIPTION does not have a BugReports field |
| has_bug_reports_url | 0 |
| downloads_1yr | 224028 |
| reverse_dependencies | 38 |
| has_examples | 0.8656716 |
| dependencies | 1 |
| license | GPL (>= 2) |
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 | methods | Depends |
Package dependencies
Reverse dependencies
Overall the package has 38 reverse dependencies:
BayesianNetwork, BayesNetBP, bayesvl, bnmonitor, bnpa, bnRep, BNrich, BNSL, bnviewer, CBNplot, cia, CompareCausalNetworks, criticality, dbnlearn, dbnR, dsld, ggkegg, GmicR, gRain, GroupBN, imbalance, mDAG, MetNet, MoTBFs, MRPC, OGI, OrdCD, ParallelPC, pchc, Pigengene, PROPS, r.blip, rbmn, rPACI, SELF, stagedtrees, StratifiedBalancing, TRONCO
Namespace
Overall the package has 143 exported objects. 147 are documented:
acyclic add.node alpha.star
TRUE TRUE TRUE
amat amat<- ancestors
TRUE TRUE TRUE
aracne arc.strength arcs
TRUE TRUE TRUE
arcs<- as.bn as.bn.fit
TRUE TRUE TRUE
as.grain as.graphAM as.graphNEL
TRUE TRUE TRUE
as.igraph as.lm averaged.network
TRUE TRUE TRUE
BF bf.strength blacklist
TRUE TRUE TRUE
bn.boot bn.cv bn.fit
TRUE TRUE TRUE
bn.fit.barchart bn.fit.dotplot bn.fit.histogram
TRUE TRUE TRUE
bn.fit.qqplot bn.fit.xyplot bn.net
TRUE TRUE TRUE
boot.strength cextend children
TRUE TRUE TRUE
children<- chow.liu ci.test
TRUE TRUE TRUE
colliders compare compelled.arcs
TRUE TRUE TRUE
complete.graph configs count.graphs
TRUE TRUE TRUE
cpdag cpdist cpquery
TRUE TRUE TRUE
custom.fit custom.strength dedup
TRUE TRUE TRUE
descendants directed directed.arcs
TRUE TRUE TRUE
discretize drop.arc drop.edge
TRUE TRUE TRUE
dsep empty.graph fast.iamb
TRUE TRUE TRUE
gbn2mvnorm graphviz.chart graphviz.compare
TRUE TRUE TRUE
graphviz.plot gs H
TRUE TRUE TRUE
h2pc hamming hc
TRUE TRUE TRUE
hpc iamb iamb.fdr
TRUE TRUE TRUE
identifiable impute in.degree
TRUE TRUE TRUE
incident.arcs inclusion.threshold incoming.arcs
TRUE TRUE TRUE
increment.test.counter inter.iamb isolated.nodes
TRUE TRUE TRUE
KL leaf.nodes learn.mb
TRUE TRUE TRUE
learn.nbr loss mb
TRUE TRUE TRUE
mmhc mmpc model2network
TRUE TRUE TRUE
modelstring modelstring<- moral
TRUE TRUE TRUE
mutilated mvnorm2gbn naive.bayes
TRUE TRUE TRUE
narcs nbr nnodes
TRUE TRUE TRUE
node.ordering nparams ntests
TRUE TRUE TRUE
ordering2blacklist out.degree outgoing.arcs
TRUE TRUE TRUE
parents parents<- path.exists
TRUE TRUE TRUE
pc.stable pdag2dag random.graph
TRUE TRUE TRUE
rbn read.bif read.dsc
TRUE TRUE TRUE
read.net remove.node rename.nodes
TRUE TRUE TRUE
reset.test.counter reverse.arc reversible.arcs
TRUE TRUE TRUE
root.nodes rsmax2 set.arc
TRUE TRUE TRUE
set.edge set2blacklist shd
TRUE TRUE TRUE
shielded.colliders si.hiton.pc singular
TRUE TRUE TRUE
skeleton spouses strength.plot
TRUE TRUE TRUE
structural.em subgraph tabu
TRUE TRUE TRUE
test.counter tiers2blacklist tree.bayes
TRUE TRUE TRUE
undirected.arcs unshielded.colliders vstructs
TRUE TRUE TRUE
whitelist write.bif write.dot
TRUE TRUE TRUE
write.dsc write.net
TRUE TRUE Examples
There are 58 help pages with examples, from 67 (86.57 %).
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 04:28:12 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
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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
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DOTNET_NOLOGO 1
DOTNET_SKIP_FIRST_TIME_EXPERIENCE
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EDITOR vi
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GHCUP_INSTALL_BASE_PREFIX
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GITHUB_ACTION __run
GITHUB_ACTION_REF
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GITHUB_ACTOR llrs-roche
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GITHUB_API_URL https://api.github.com
GITHUB_BASE_REF
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GITHUB_EVENT_NAME schedule
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GITHUB_GRAPHQL_URL https://api.github.com/graphql
GITHUB_HEAD_REF
GITHUB_JOB main
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GITHUB_PATH /home/runner/work/_temp/_runner_file_commands/add_path_f8c509ad-0cb5-478b-b30f-5ae6b6902174
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
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GITHUB_RETENTION_DAYS 90
GITHUB_RUN_ATTEMPT 1
GITHUB_RUN_ID 13341233413
GITHUB_RUN_NUMBER 92
GITHUB_SERVER_URL https://github.com
GITHUB_SHA 0c0fc0bc0d98c42191882830260da9dad887eea6
GITHUB_STATE /home/runner/work/_temp/_runner_file_commands/save_state_f8c509ad-0cb5-478b-b30f-5ae6b6902174
GITHUB_STEP_SUMMARY /home/runner/work/_temp/_runner_file_commands/step_summary_f8c509ad-0cb5-478b-b30f-5ae6b6902174
GITHUB_TRIGGERING_ACTOR
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GITHUB_WORKFLOW Update package repositories
GITHUB_WORKFLOW_REF pharmaR/pharmapkgs/.github/workflows/update-repos.yml@refs/heads/main
GITHUB_WORKFLOW_SHA 0c0fc0bc0d98c42191882830260da9dad887eea6
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 5c7bed78c97148e29cb0b195c5a78088
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 8:8239
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/Rtmpxlc1zI
POWERSHELL_DISTRIBUTION_CHANNEL
GitHub-Actions-ubuntu24
PROCESSX_PS1ccd7cbba903_1739593687
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/RtmpuCniOE
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 8
RUNNER_OS Linux
RUNNER_PERFLOG /home/runner/perflog
RUNNER_TEMP /home/runner/work/_temp
RUNNER_TOOL_CACHE /opt/hostedtoolcache
RUNNER_TRACKING_ID github_4fe491a9-475c-47ca-863f-ba9d90fd5980
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: 0x55a075d54910>
<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"
$demo.ask
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$deparse.cutoff
[1] 60
$device
function (width = 7, height = 7, ...)
{
grDevices::pdf(NULL, width, height, ...)
}
<bytecode: 0x55a075d71f18>
<environment: namespace:knitr>
$device.ask.default
[1] FALSE
$digits
[1] 7
$dvipscmd
[1] "dvips"
$echo
[1] FALSE
$editor
[1] "vi"
$encoding
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$example.ask
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$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: 0x55a07522c520>
$str.dendrogram.last
[1] "`"
$texi2dvi
[1] "/usr/bin/texi2dvi"
$tikzMetricsDictionary
[1] "validation_report_bnlearn_v5.0.2-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