Validation Report - datarobot@2.18.6
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 datarobot
Metric based risk assessment
The following metrics are derived from the riskmetric R package.
| has_news | 1 |
| news_current | TRUE |
| exported_namespace | 270 |
| has_vignettes | 78 |
| export_help | 270 |
| has_website | FALSE |
| has_maintainer | AJ Alon api-maintainer@datarobot.com |
| bugs_status | package DESCRIPTION does not have a BugReports field |
| has_bug_reports_url | 0 |
| downloads_1yr | 7667 |
| reverse_dependencies | 0 |
| has_examples | 1 |
| dependencies | 5 |
| 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 | methods | Depends |
| 2 | stats | Depends |
| 3 | httr (>= 1.2.0) | Imports |
| 4 | jsonlite (>= 1.0) | Imports |
| 5 | yaml (>= 2.1.19) | Imports |
Package dependencies
Reverse dependencies
Overall the package has 0 reverse dependencies:
Namespace
Overall the package has 270 exported objects. 270 are documented:
AddEureqaSolution
TRUE
AutopilotMode
TRUE
BatchFeaturesTypeTransform
TRUE
BlendMethods
TRUE
BlueprintChartToGraphviz
TRUE
ClassificationDeploymentAccuracyMetric
TRUE
CloneProject
TRUE
ConnectToDataRobot
TRUE
ConstructDurationString
TRUE
CreateBacktestSpecification
TRUE
CreateCalendar
TRUE
CreateComplianceDocumentation
TRUE
CreateDataSource
TRUE
CreateDataStore
TRUE
CreateDatetimePartitionSpecification
TRUE
CreateDeployment
TRUE
CreateDerivedFeatureAsCategorical
TRUE
CreateDerivedFeatureAsNumeric
TRUE
CreateDerivedFeatureAsText
TRUE
CreateDerivedFeatureIntAsCategorical
TRUE
CreateFeaturelist
TRUE
CreateGroupPartition
TRUE
CreateModelingFeaturelist
TRUE
CreatePrimeCode
TRUE
CreateRandomPartition
TRUE
CreateRatingTable
TRUE
CreateStratifiedPartition
TRUE
CreateUserPartition
TRUE
CrossValidateModel
TRUE
cvMethods
TRUE
DataPartition
TRUE
DataSubset
TRUE
DeleteAnomalyAssessmentRecord
TRUE
DeleteCalendar
TRUE
DeleteComplianceDocTemplate
TRUE
DeleteDataSource
TRUE
DeleteDataStore
TRUE
DeleteDeployment
TRUE
DeleteFeaturelist
TRUE
DeleteJob
TRUE
DeleteModel
TRUE
DeleteModelingFeaturelist
TRUE
DeleteModelJob
TRUE
DeletePredictionDataset
TRUE
DeletePredictionExplanations
TRUE
DeletePredictionExplanationsInitialization
TRUE
DeletePredictJob
TRUE
DeleteProject
TRUE
DeleteTransferableModel
TRUE
DeploymentAccuracyMetric
TRUE
DeploymentServiceHealthMetric
TRUE
DifferencingMethod
TRUE
DownloadComplianceDocTemplate
TRUE
DownloadComplianceDocumentation
TRUE
DownloadPredictionExplanations
TRUE
DownloadPrimeCode
TRUE
DownloadRatingTable
TRUE
DownloadScoringCode
TRUE
DownloadSeriesAccuracy
TRUE
DownloadTimeSeriesFeatureDerivationLog
TRUE
DownloadTrainingPredictions
TRUE
DownloadTransferableModel
TRUE
FeatureFromAsyncUrl
TRUE
GenerateDatetimePartition
TRUE
GetAnomalyAssessmentExplanations
TRUE
GetAnomalyAssessmentPredictionsPreview
TRUE
GetBlenderModel
TRUE
GetBlenderModelFromJobId
TRUE
GetBlueprint
TRUE
GetBlueprintChart
TRUE
GetBlueprintDocumentation
TRUE
GetCalendar
TRUE
GetCalendarFromProject
TRUE
GetComplianceDocTemplate
TRUE
GetConfusionChart
TRUE
GetCrossValidationScores
TRUE
GetDataSource
TRUE
GetDataStore
TRUE
GetDataStoreSchemas
TRUE
GetDataStoreTables
TRUE
GetDatetimeModel
TRUE
GetDatetimeModelFromJobId
TRUE
GetDatetimePartition
TRUE
GetDeployment
TRUE
GetDeploymentAccuracy
TRUE
GetDeploymentAccuracyOverTime
TRUE
GetDeploymentAssociationId
TRUE
GetDeploymentDriftTrackingSettings
TRUE
GetDeploymentServiceStats
TRUE
GetDeploymentServiceStatsOverTime
TRUE
GetDeploymentSettings
TRUE
GetDriver
TRUE
GetFeatureAssociationMatrix
TRUE
GetFeatureAssociationMatrixDetails
TRUE
GetFeatureHistogram
TRUE
GetFeatureImpact
TRUE
GetFeatureImpactForJobId
TRUE
GetFeatureImpactForModel
TRUE
GetFeatureInfo
TRUE
GetFeaturelist
TRUE
GetFrozenModel
TRUE
GetFrozenModelFromJobId
TRUE
GetJob
TRUE
GetLiftChart
TRUE
GetMissingValuesReport
TRUE
GetModel
TRUE
GetModelBlueprintChart
TRUE
GetModelBlueprintDocumentation
TRUE
GetModelCapabilities
TRUE
GetModelFromJobId
TRUE
GetModelingFeaturelist
TRUE
GetModelJob
TRUE
GetModelParameters
TRUE
GetModelRecommendation
TRUE
GetMultiSeriesProperties
TRUE
GetParetoFront
TRUE
GetPredictionDataset
TRUE
GetPredictionExplanations
TRUE
GetPredictionExplanationsInitialization
TRUE
GetPredictionExplanationsInitializationFromJobId
TRUE
GetPredictionExplanationsMetadata
TRUE
GetPredictionExplanationsMetadataFromJobId
TRUE
GetPredictionExplanationsRows
TRUE
GetPredictionExplanationsRowsAsDataFrame
TRUE
GetPredictions
TRUE
GetPredictJob
TRUE
GetPredictJobs
TRUE
GetPrimeEligibility
TRUE
GetPrimeFile
TRUE
GetPrimeFileFromJobId
TRUE
GetPrimeModel
TRUE
GetPrimeModelFromJobId
TRUE
GetProject
TRUE
GetProjectStatus
TRUE
GetRatingTable
TRUE
GetRatingTableFromJobId
TRUE
GetRatingTableModel
TRUE
GetRatingTableModelFromJobId
TRUE
GetRecommendedModel
TRUE
GetResidualsChart
TRUE
GetRocCurve
TRUE
GetRulesets
TRUE
GetSeriesAccuracy
TRUE
GetSeriesAccuracyForModel
TRUE
GetTimeSeriesFeatureDerivationLog
TRUE
GetTrainingPredictions
TRUE
GetTrainingPredictionsForModel
TRUE
GetTrainingPredictionsFromJobId
TRUE
GetTransferableModel
TRUE
GetTuningParameters
TRUE
GetValidMetrics
TRUE
GetWordCloud
TRUE
InitializeAnomalyAssessment
TRUE
IsBlenderEligible
TRUE
JobStatus
TRUE
JobType
TRUE
ListAnomalyAssessmentRecords
TRUE
ListBlueprints
TRUE
ListCalendars
TRUE
ListComplianceDocTemplates
TRUE
ListConfusionCharts
TRUE
ListDataSources
TRUE
ListDataStores
TRUE
ListDeployments
TRUE
ListDrivers
TRUE
ListFeatureInfo
TRUE
ListFeaturelists
TRUE
ListJobs
TRUE
ListLiftCharts
TRUE
ListModelFeatures
TRUE
ListModelingFeaturelists
TRUE
ListModelJobs
TRUE
ListModelRecommendations
TRUE
ListModels
TRUE
ListPredictionDatasets
TRUE
ListPredictionExplanationsMetadata
TRUE
ListPredictions
TRUE
ListPredictionServers
TRUE
ListPrimeFiles
TRUE
ListPrimeModels
TRUE
ListProjects
TRUE
ListRatingTableModels
TRUE
ListRatingTables
TRUE
ListResidualsCharts
TRUE
ListRocCurves
TRUE
ListSharingAccess
TRUE
ListStarredModels
TRUE
ListTrainingPredictions
TRUE
ListTransferableModels
TRUE
ModelCapability
TRUE
ModelReplacementReason
TRUE
MulticlassDeploymentAccuracyMetric
TRUE
PauseQueue
TRUE
PeriodicityMaxTimeStep
TRUE
PeriodicityTimeUnits
TRUE
PostgreSQLdrivers
TRUE
Predict
TRUE
PredictionDatasetFromAsyncUrl
TRUE
PrimeLanguage
TRUE
ProjectFromJobResponse
TRUE
ProjectStage
TRUE
RecommendedModelType
TRUE
RegressionDeploymentAccuracyMetric
TRUE
RenameRatingTable
TRUE
ReplaceDeployedModel
TRUE
RequestApproximation
TRUE
RequestBlender
TRUE
RequestCrossSeriesDetection
TRUE
RequestFeatureImpact
TRUE
RequestFrozenDatetimeModel
TRUE
RequestFrozenModel
TRUE
RequestMultiSeriesDetection
TRUE
RequestNewDatetimeModel
TRUE
RequestNewModel
TRUE
RequestNewRatingTableModel
TRUE
RequestPredictionExplanations
TRUE
RequestPredictionExplanationsInitialization
TRUE
RequestPredictions
TRUE
RequestPrimeModel
TRUE
RequestSampleSizeUpdate
TRUE
RequestSeriesAccuracy
TRUE
RequestTrainingPredictions
TRUE
RequestTransferableModel
TRUE
RunInteractiveTuning
TRUE
ScoreBacktests
TRUE
SegmentAnalysisAttribute
TRUE
SeriesAggregationType
TRUE
SetPredictionThreshold
TRUE
SetTarget
TRUE
SetupProject
TRUE
SetupProjectFromDataSource
TRUE
SetupProjectFromHDFS
TRUE
Share
TRUE
SharingRole
TRUE
SourceType
TRUE
StarModel
TRUE
StartNewAutoPilot
TRUE
StartProject
TRUE
StartTuningSession
TRUE
SubmitActuals
TRUE
TargetLeakageType
TRUE
TargetType
TRUE
TestDataStore
TRUE
TimeUnits
TRUE
ToggleStarForModel
TRUE
TreatAsExponential
TRUE
UnpauseQueue
TRUE
UnstarModel
TRUE
UpdateAccess
TRUE
UpdateCalendar
TRUE
UpdateComplianceDocTemplate
TRUE
UpdateDataSource
TRUE
UpdateDataStore
TRUE
UpdateDeploymentAssociationId
TRUE
UpdateDeploymentDriftTrackingSettings
TRUE
UpdateFeaturelist
TRUE
UpdateModelingFeaturelist
TRUE
UpdateProject
TRUE
UpdateTransferableModel
TRUE
UploadComplianceDocTemplate
TRUE
UploadPredictionDataset
TRUE
UploadPredictionDatasetFromDataSource
TRUE
UploadTransferableModel
TRUE
ValidateMultiSeriesProperties
TRUE
ValidateReplaceDeployedModel
TRUE
VariableTransformTypes
TRUE
ViewWebModel
TRUE
ViewWebProject
TRUE
WaitForAutopilot
TRUE
WaitForJobToComplete
TRUE Examples
There are 313 help pages with examples, from 313 (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 05:00:24 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
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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
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BUNDLE_EXT linux-amd64.deb
CHROME_BIN /usr/bin/google-chrome
CHROMEWEBDRIVER /usr/local/share/chromedriver-linux64
CI true
CONDA /usr/share/miniconda
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DENO_TLS_CA_STORE system,mozilla
DEPLOYMENT_BASEPATH /opt/runner
DOTNET_MULTILEVEL_LOOKUP
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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
GITHUB_ACTOR_ID 185338939
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GITHUB_EVENT_NAME schedule
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GITHUB_HEAD_REF
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GITHUB_REF refs/heads/main
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GITHUB_REF_TYPE branch
GITHUB_REPOSITORY pharmaR/pharmapkgs
GITHUB_REPOSITORY_ID 798326913
GITHUB_REPOSITORY_OWNER
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GITHUB_REPOSITORY_OWNER_ID
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GITHUB_RUN_NUMBER 94
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GITHUB_STEP_SUMMARY /home/runner/work/_temp/_runner_file_commands/step_summary_24251222-dc77-41e6-994a-03413e3e9f5f
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
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GITHUB_WORKSPACE /home/runner/work/pharmapkgs/pharmapkgs
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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
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HOMEBREW_NO_AUTO_UPDATE
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JAVA_HOME /usr/lib/jvm/temurin-17-jdk-amd64
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JAVA_HOME_21_X64 /usr/lib/jvm/temurin-21-jdk-amd64
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JOURNAL_STREAM 8:6772
LANG C.UTF-8
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LN_S ln -s
LOGGER_LOG_LEVEL DEBUG
MAKE make
MEMORY_PRESSURE_WATCH /sys/fs/cgroup/system.slice/runner-provisioner.service/memory.pressure
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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
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PIPX_HOME /opt/pipx
PKGCACHE_HTTP_VERSION 2
PKGLOAD_PARENT_TEMPDIR
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POWERSHELL_DISTRIBUTION_CHANNEL
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YES
PWD /home/runner/work/pharmapkgs/pharmapkgs
QUARTO_BIN_PATH /opt/quarto/bin
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QUARTO_DOCUMENT_PATH /home/runner/work/pharmapkgs/pharmapkgs/inst/report
QUARTO_PROFILE
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QUARTO_ROOT /
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R_PLATFORM x86_64-pc-linux-gnu
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RUNNER_ARCH X64
RUNNER_ENVIRONMENT github-hosted
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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:
$add.smooth
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$bitmapType
[1] "cairo"
$browser
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$browserNLdisabled
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$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)
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}
<bytecode: 0x55a1a9a01910>
<environment: namespace:cli>
$catch.script.errors
[1] FALSE
$CBoundsCheck
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$check.bounds
[1] FALSE
$citation.bibtex.max
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$continue
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$contrasts
unordered ordered
"contr.treatment" "contr.poly"
$covr.record_tests
[1] TRUE
$defaultPackages
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$demo.ask
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$deparse.cutoff
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$device
function (width = 7, height = 7, ...)
{
grDevices::pdf(NULL, width, height, ...)
}
<bytecode: 0x55a1a90e6480>
<environment: namespace:knitr>
$device.ask.default
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$digits
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$dvipscmd
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$echo
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$editor
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$encoding
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$example.ask
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$expressions
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$help.search.types
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$htmltools.preserve.raw
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[1] FALSE
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