Introduction

This report checks if the status of packages on CRAN are due to intermittent failures.

Failures defined as warnings, notes or errors without change on:

  • R version used (if not stable the same svn snapshot)

  • The package version (Note that CRAN might modify a package without changing the version)

  • Their dependencies

Reasons of these failures might be because the packages depend on:

  • Random generation numbers

  • Flacky external resources

  • Other ?

Why is this important?

Because package maintainers of dependencies of that package, R core and CRAN team need to check if the failures are false positives.

This report started because it was suggested as something that the R-repositories working group could help the CRAN team.

Retrieve data

It makes use of tools::CRAN_check_results to retrieve the data.

library("dplyr")
library("tools", include.only = c("package_dependencies", "CRAN_check_results"))
library("flextable", include.only = c("flextable", "autofit"))
# Use a LOCAL environment to check if files can be overwritten on my computer
local_build <- as.logical(Sys.getenv("LOCAL", "FALSE"))
yc <- readRDS("today.RDS")
tc <- CRAN_check_results()
# Added 2023/03/09: sometimes some flavors are reported without status: Omit those
tc <- tc[!is.na(tc$Status),]
if (!interactive() && !local_build) {
  message("Saving today's file.")
  saveRDS(tc, file = "today.RDS")
}

The checks are from multiple flavors release, devel, old release and patched on multiple machines and configurations.

old_flavors <- readRDS("flavors.RDS")
flavors <- unique(tc$Flavor)
# One flavor now present in all is the r-devel-windows-x86_64: skip
flavors <- setdiff(flavors, "r-devel-windows-x86_64")
proto <- data.frame(r_version = character(),
                    os = character(),
                    architecture = character(),
                    other = character())
flavors_df <- strcapture(
  pattern = "r-([[:alnum:]]+)-([[:alnum:]]+)-([[:alnum:]_\\+]+)-?(.*)", 
  x = flavors,
  proto = proto)

# Extract R version used and svn id
h <- "https://www.r-project.org/nosvn/R.check/%s/ggplot2-00check.html"
links <- sprintf(h, flavors)
extract_revision <- function(x) {
  r <- readLines(x, 12)[12]
  version <- strcapture(pattern = "([[:digit:]]\\.[[:digit:]]\\.[[:digit:]])",  
                        x = r, proto = data.frame(version = character()))
  revision <- strcapture(pattern = "(r[[:digit:]]+)",  x = r,
                         proto = data.frame(revision = character()))
  cbind(version, revision)
}
revision <- data.frame(version = character(),
                       revision = character())
for (i in links) {
  revision <- rbind(revision, extract_revision(i))
}

flavors_df <- cbind(flavors = flavors, flavors_df, revision)
if (!interactive() && !local_build) {
  saveRDS(flavors_df, "flavors.RDS")
}

m <- match(tc$Flavor, flavors_df$flavors)
tc_flavors <- cbind(tc, flavors_df[m, ])
flextable(flavors_df) |> 
  autofit()

flavors

r_version

os

architecture

other

version

revision

r-devel-linux-x86_64-debian-clang

devel

linux

x86_64

debian-clang

r89963

r-devel-linux-x86_64-debian-gcc

devel

linux

x86_64

debian-gcc

r89972

r-devel-linux-x86_64-fedora-clang

devel

linux

x86_64

fedora-clang

r89960

r-devel-linux-x86_64-fedora-gcc

devel

linux

x86_64

fedora-gcc

r89943

r-patched-linux-x86_64

patched

linux

x86_64

4.6.0

r89968

r-release-linux-x86_64

release

linux

x86_64

4.6.0

r-release-macos-arm64

release

macos

arm64

4.6.0

r-release-macos-x86_64

release

macos

x86_64

4.6.0

r-release-windows-x86_64

release

windows

x86_64

4.6.0

r-oldrel-macos-arm64

oldrel

macos

arm64

4.5.2

r89382

r-oldrel-macos-x86_64

oldrel

macos

x86_64

4.5.2

r89382

r-oldrel-windows-x86_64

oldrel

windows

x86_64

4.5.3

It assumes that the same configuration in one package is used for all. Or in other words that the reports of the configuration (svn revision and version) for the A3 package is the same as for all the other packages.

Warning: This assumption is not always true, but this would require to check each log file on each flavor to verify the R and svn id of each package (which could take too much time and resources).

Overview

Briefly an introduction of how much effort goes into checking

library("ggplot2")
theme_set(theme_minimal())
tc |> 
  filter(!is.na(T_install)) |> 
  ggplot() +
  geom_violin(aes(T_install, Flavor)) +
  scale_x_log10() +
  labs(x = "seconds", title = "Time to install", y = element_blank())
Machines (y axis) vs install time (seconds, x axis), violing plot usually around 10 seconds.

Distribution of install time on each machine.

This means that just to install all the packages on the multiple flavors with a single CPU would take 71 days.

tc |> 
  filter(!is.na(T_check)) |> 
  ggplot() +
  geom_violin(aes(T_check, Flavor), trim = FALSE) +
  scale_x_log10() +
  labs(x = "seconds", title = "Time to check", y = element_blank())
Machines (y axis) vs check time (seconds, x axis), violing plot usually around 100 seconds.

Distribution of checking time on each machine.

This means that to check all the packages on the multiple flavors with a single CPU would take 346 days.

tc |> 
  filter(!is.na(T_total)) |> 
  ggplot() +
  geom_violin(aes(T_total, Flavor)) +
  scale_x_log10() +
  labs(x = "seconds", title = "Time to check and install", y = element_blank())
Machines (y axis) vs total time (seconds, x axis), violing plot usually around 100 seconds.

Distribution of total time on each machine.

This means that to install and check all the packages with a single CPU would take 430 days.

I don’t know the computational cost of 266 days of CPU (every day), but a rough calculation of 2.5 cents per hour means 258.23 dollars daily dedicated to this.

tc |> 
  group_by(Package) |> 
  summarize(Versions = n_distinct(Version)) |> 
  ungroup() |> 
  count(Versions, name = "Packages", sort = TRUE) |> 
  flextable() |> 
  autofit()

Versions

Packages

1

23,384

2

351

3

1

This was surprising, but sometimes checks have multiple versions. Probably when a new version is added and the system don’t catch it for a certain machine.

tc |> 
  group_by(Package) |> 
  summarize(Flavors = n_distinct(Flavor)) |> 
  ungroup() |> 
  count(Flavors, name = "Packages", sort = TRUE) |> 
  flextable() |> 
  autofit()

Flavors

Packages

13

23,589

10

76

3

14

6

14

8

13

12

11

9

8

11

7

7

3

4

1

Similarly, often packages are only tested on few configurations.

Combining both we can have packages with few configurations that have multiple versions being tested.

tc |> 
  group_by(Package) |> 
  summarize(Versions = as.character(n_distinct(Version)),
            Flavors = n_distinct(Flavor)) |> 
  ungroup() |> 
  count(Flavors, Versions, name = "Packages") |> 
  ggplot() +
  geom_tile(aes(Flavors, Versions, fill = log10(Packages))) +
  scale_x_continuous(expand = expansion())
Flavors of machines and versions of packages

Most packages are just tested one version.

But focusing on those that have just one version of the package being tested, most of the machines have packages either OK or with some notes.

man_colors <- c("OK" = "green", "NOTE" = "darkgreen", 
                "WARNING" = "yellow", "ERROR" = "red", "FAILURE" = "black")
tc |> 
  group_by(Package) |> 
  filter(n_distinct(Version) == 1) |> 
  ungroup() |> 
  group_by(Flavor) |> 
  count(Status, name = "packages") |> 
  mutate(perc = packages/sum(packages),
         Status = forcats::fct_relevel(Status, names(man_colors))) |> 
  ggplot() + 
  geom_col(aes(perc, Flavor, fill = Status)) +
  scale_x_continuous(expand = expansion(), labels = scales::percent_format()) +
  scale_fill_manual(values = man_colors) +
  labs(title = "Packages check status", x = element_blank())
On the vertical axis the machine, on the horitzonal axis the packages colored by the status.

Most frequent status is OK or NOTE on all machines.

If we look at the most frequent status report for packages we can see this table:

ts <- tc |> 
  group_by(Package) |> 
  filter(n_distinct(Version) == 1) |> 
  count(Status, name = "flavors") |> 
  ungroup() |> 
  tidyr::pivot_wider(values_from = flavors, names_from = Status, 
                     values_fill = 0) |> 
  count(OK, NOTE, WARNING, ERROR, FAILURE, name = "packages", sort = TRUE)
download.file("https://cran.r-project.org/web/packages/packages.rds", 
              destfile = "packages.RDS") # From the help page
ap <- readRDS("packages.RDS") |> 
  as.data.frame() |> 
  distinct(Package, .keep_all = TRUE)
ap_bioc <- available.packages(repos = BiocManager::repositories()[1:5])
ap_bioc <- cbind(ap_bioc, Additional_repositories = NA)
ap_colm <- intersect(colnames(ap), colnames(ap_bioc))
ap <- rbind(ap[, ap_colm], ap_bioc[, ap_colm])
head(ts) |> 
  flextable() |> 
  autofit()

OK

NOTE

WARNING

ERROR

FAILURE

packages

13

0

0

0

0

16,739

11

2

0

0

0

4,377

0

13

0

0

0

1,187

9

4

0

0

0

290

12

0

0

1

0

227

10

0

0

0

0

61

We can see that the most common occurrences are some sort of OK and notes on checks. We can also check the official results on CRAN.

We can see that 0.83%, 0.13%, 0.08%, 0.03%, 0.01% of packages pass all checks without notes.

Now let’s see which of the notes or failures are due to intermittent issues.

Compare

First we need to make sure that we compare the right configurations. They must be the same machine, the same R version and the same svn revision between yesterday and today.

# Compare the previous flavor with today's
m_flavor <- which(flavors_df$flavors %in% old_flavors$flavors)
m_version <- which(flavors_df$version %in% old_flavors$version)
m_revision <- which(flavors_df$revision %in% old_flavors$revision)
tm <- table(c(m_flavor, m_version, m_revision))
compare <- flavors_df$flavors[tm == 3] # Only missing the packages version

All changes

Next, compare the status of the packages if the version of the package is the same.

# Find package on the flavors to compare that haven't changed versions
library("dplyr")
tcc <- filter(tc, Flavor %in% compare) |> 
  select(Flavor, Package, Version, Status) |> 
  arrange(Flavor, Package)
ycc <- filter(yc, Flavor %in% compare) |> 
  select(Flavor, Package, Version, Status) |> 
  arrange(Flavor, Package)

all_checks <- merge(tcc, ycc, by = c("Flavor", "Package"), 
                    suffixes = c(".t", ".y"), all = TRUE) 

possible_packages <- all_checks |> 
  filter(Version.t == Version.y & # Same version
           Status.t != Status.y & # Different status
           !is.na(Status.y) & # No new version or removed package
           !is.na(Status.t)) |> 
  rename(Today = Status.t, Yesterday = Status.y)
possible_packages |> 
  select(Package, Flavor, Today, Yesterday, -Version.t, -Version.y) |> 
  arrange(Package, Flavor) |> 
  flextable() |> 
  autofit()

Package

Flavor

Today

Yesterday

ABM

r-release-macos-x86_64

OK

NOTE

AMISforInfectiousDiseases

r-release-macos-x86_64

OK

ERROR

ASV

r-release-macos-x86_64

OK

NOTE

AUtests

r-release-macos-x86_64

OK

ERROR

AdaSampling

r-release-macos-x86_64

OK

ERROR

AlignLV

r-release-macos-x86_64

OK

ERROR

AllelicSeries

r-release-macos-x86_64

OK

NOTE

AnthropMMD

r-release-macos-x86_64

OK

ERROR

AsianOption

r-release-macos-x86_64

OK

NOTE

AssumpSure

r-release-macos-x86_64

OK

ERROR

AutoScore

r-release-macos-x86_64

OK

ERROR

BAT

r-release-macos-x86_64

OK

ERROR

BEKKs

r-release-macos-x86_64

OK

NOTE

BFS

r-release-macos-x86_64

OK

ERROR

BGVAR

r-release-macos-x86_64

OK

NOTE

BHMSMAfMRI

r-release-macos-x86_64

OK

NOTE

BIEN

r-release-macos-x86_64

ERROR

OK

BIFIEsurvey

r-release-macos-x86_64

OK

ERROR

BLRShiny

r-release-macos-x86_64

OK

ERROR

BLRShiny2

r-release-macos-x86_64

OK

ERROR

BMIselect

r-release-macos-x86_64

OK

ERROR

BMisc

r-release-macos-x86_64

OK

ERROR

BOLDconnectR

r-release-macos-x86_64

OK

ERROR

BSPBSS

r-release-macos-x86_64

OK

NOTE

BSTZINB

r-release-macos-x86_64

OK

ERROR

BaM

r-release-macos-x86_64

OK

ERROR

BiVariAn

r-release-macos-x86_64

OK

ERROR

BioM2

r-release-macos-x86_64

OK

ERROR

BioMoR

r-release-macos-x86_64

OK

ERROR

BioPred

r-release-macos-x86_64

OK

ERROR

BoostMLR

r-release-macos-x86_64

OK

NOTE

CAESAR.Suite

r-release-macos-x86_64

ERROR

OK

CALIBERrfimpute

r-release-macos-x86_64

OK

ERROR

CAST

r-release-macos-x86_64

OK

ERROR

CCI

r-release-macos-x86_64

OK

ERROR

CEEMDANML

r-release-macos-x86_64

OK

ERROR

CEOdata

r-release-macos-x86_64

OK

ERROR

CGMissingDataR

r-release-macos-x86_64

OK

ERROR

CLRtools

r-release-macos-x86_64

OK

ERROR

CLUSTShiny

r-release-macos-x86_64

OK

ERROR

CMShiny

r-release-macos-x86_64

OK

ERROR

COAP

r-release-macos-x86_64

OK

NOTE

CSCNet

r-release-macos-x86_64

OK

ERROR

CTShiny

r-release-macos-x86_64

OK

ERROR

CTShiny2

r-release-macos-x86_64

OK

ERROR

CalibrationCurves

r-release-macos-x86_64

OK

ERROR

CamelUp

r-release-macos-x86_64

OK

NOTE

Cascade

r-release-macos-x86_64

WARNING

OK

CausalGPS

r-release-macos-x86_64

OK

ERROR

CimpleG

r-release-macos-x86_64

OK

ERROR

CircularDDM

r-release-macos-x86_64

OK

NOTE

ClassificationEnsembles

r-release-macos-x86_64

OK

ERROR

ClinicalUtilityRecal

r-release-macos-x86_64

NOTE

ERROR

CluMP

r-release-macos-x86_64

OK

ERROR

ClusterR

r-release-macos-x86_64

OK

NOTE

CodelistGenerator

r-release-macos-x86_64

OK

ERROR

CohortCharacteristics

r-release-macos-x86_64

OK

ERROR

CohortConstructor

r-release-macos-x86_64

OK

ERROR

CohortSurvival

r-release-macos-x86_64

OK

ERROR

CohortSymmetry

r-release-macos-x86_64

OK

ERROR

CondiS

r-release-macos-x86_64

OK

ERROR

ConfusionTableR

r-release-macos-x86_64

NOTE

ERROR

Conigrave

r-release-macos-x86_64

OK

ERROR

ConsRankClass

r-release-macos-x86_64

OK

ERROR

ContaminatedMixt

r-release-macos-x86_64

OK

ERROR

ConvertPar

r-release-macos-x86_64

OK

ERROR

CopulaCenR

r-release-macos-x86_64

OK

ERROR

Coxmos

r-release-macos-x86_64

OK

ERROR

Cyclops

r-release-macos-x86_64

OK

NOTE

CytoProfile

r-release-macos-x86_64

OK

ERROR

D3mirt

r-release-macos-x86_64

OK

ERROR

DA

r-release-macos-x86_64

OK

ERROR

DDRTree

r-release-macos-x86_64

OK

NOTE

DFA.CANCOR

r-release-macos-x86_64

OK

ERROR

DFIT

r-release-macos-x86_64

OK

ERROR

DIDmultiplegtDYN

r-release-macos-x86_64

OK

ERROR

DIFplus

r-release-macos-x86_64

OK

ERROR

DIVINE

r-release-macos-x86_64

OK

ERROR

DPP

r-release-macos-x86_64

OK

NOTE

DRDID

r-release-macos-x86_64

OK

ERROR

DRPT

r-release-macos-x86_64

OK

NOTE

DSAM

r-release-macos-x86_64

OK

ERROR

DSOpal

r-release-macos-x86_64

OK

ERROR

DamiaNN

r-release-macos-x86_64

OK

ERROR

DataFusionGDM

r-release-macos-x86_64

OK

ERROR

DebiasInfer

r-release-macos-x86_64

OK

ERROR

DeclareDesign

r-release-macos-x86_64

ERROR

OK

DedooseR

r-release-macos-x86_64

OK

ERROR

DeepLearningCausal

r-release-macos-x86_64

OK

ERROR

DiagrammeR

r-release-macos-x86_64

ERROR

OK

DramaAnalysis

r-release-macos-x86_64

NOTE

OK

DrugUtilisation

r-release-macos-x86_64

OK

ERROR

E2E

r-release-macos-x86_64

OK

ERROR

EMgaussian

r-release-macos-x86_64

OK

ERROR

EQUALPrognosis

r-release-macos-x86_64

OK

ERROR

Ease

r-release-macos-x86_64

OK

NOTE

Ecume

r-release-macos-x86_64

OK

ERROR

EpiForsk

r-release-macos-x86_64

OK

ERROR

EpiSemble

r-release-macos-x86_64

OK

ERROR

EpidigiR

r-release-macos-x86_64

OK

ERROR

FAST.R

r-release-macos-x86_64

OK

ERROR

FDX

r-release-macos-x86_64

OK

NOTE

FFTrees

r-release-macos-x86_64

OK

ERROR

FLORAL

r-release-macos-x86_64

OK

ERROR

FPDclustering

r-release-macos-x86_64

OK

ERROR

FSelectorRcpp

r-release-macos-x86_64

OK

NOTE

FSinR

r-release-macos-x86_64

OK

ERROR

Factoshiny

r-release-macos-x86_64

OK

ERROR

FastJM

r-release-macos-x86_64

OK

ERROR

FeatureTerminatoR

r-release-macos-x86_64

NOTE

ERROR

FinanceGraphs

r-release-macos-x86_64

OK

ERROR

FisPro

r-release-macos-x86_64

OK

NOTE

FluxPoint

r-release-macos-x86_64

OK

ERROR

FunctanSNP

r-release-macos-x86_64

NOTE

ERROR

FuzzyImputationTest

r-release-macos-x86_64

OK

ERROR

GB5mcPred

r-release-macos-x86_64

OK

ERROR

GENLIB

r-release-macos-x86_64

OK

NOTE

GINAX

r-release-macos-x86_64

OK

ERROR

GLMcat

r-release-macos-x86_64

OK

NOTE

GPAbin

r-release-macos-x86_64

OK

ERROR

GRAB

r-release-macos-x86_64

OK

NOTE

GTAPViz

r-release-macos-x86_64

ERROR

OK

GeoFIS

r-release-macos-x86_64

OK

NOTE

GiRaF

r-release-macos-x86_64

OK

NOTE

HDANOVA

r-release-macos-x86_64

OK

ERROR

HQM

r-release-macos-x86_64

OK

ERROR

HTRX

r-release-macos-x86_64

OK

ERROR

HaploCatcher

r-release-macos-x86_64

OK

ERROR

HardyWeinberg

r-release-macos-x86_64

OK

ERROR

HiGarrote

r-release-macos-x86_64

OK

NOTE

ICSClust

r-release-macos-x86_64

OK

ERROR

INetTool

r-release-macos-x86_64

OK

ERROR

IVPP

r-release-macos-x86_64

OK

ERROR

ImFoR

r-release-macos-x86_64

OK

ERROR

ImML

r-release-macos-x86_64

OK

ERROR

ImVol

r-release-macos-x86_64

OK

ERROR

ImputeRobust

r-release-macos-x86_64

OK

ERROR

IncidencePrevalence

r-release-macos-x86_64

OK

ERROR

Inflongitudinal

r-release-macos-x86_64

OK

ERROR

JMbdirect

r-release-macos-x86_64

OK

ERROR

JQL

r-release-macos-x86_64

OK

ERROR

JWileymisc

r-release-macos-x86_64

OK

ERROR

JacobiEigen

r-release-macos-x86_64

OK

NOTE

KCSKNNShiny

r-release-macos-x86_64

OK

ERROR

KCSNBShiny

r-release-macos-x86_64

OK

ERROR

KMEANS.KNN

r-release-macos-x86_64

OK

ERROR

KNNShiny

r-release-macos-x86_64

OK

ERROR

KODAMA

r-release-macos-x86_64

OK

NOTE

KarsTS

r-release-macos-x86_64

OK

ERROR

LAGOSNE

r-release-macos-x86_64

OK

ERROR

LCCkNN

r-release-macos-x86_64

OK

ERROR

LFDREmpiricalBayes

r-release-macos-x86_64

ERROR

OK

LISTO

r-release-macos-x86_64

OK

ERROR

LLMing

r-release-macos-x86_64

OK

ERROR

LPRelevance

r-release-macos-x86_64

OK

ERROR

LambertW

r-release-macos-x86_64

OK

NOTE

LncFinder

r-release-macos-x86_64

OK

ERROR

LogisticEnsembles

r-release-macos-x86_64

OK

ERROR

MBMethPred

r-release-macos-x86_64

OK

ERROR

MDSMap

r-release-macos-x86_64

OK

ERROR

MDgof

r-release-macos-x86_64

OK

NOTE

MESS

r-release-macos-x86_64

OK

ERROR

MIGEE

r-release-macos-x86_64

NOTE

ERROR

MIIPW

r-release-macos-x86_64

OK

ERROR

MKinfer

r-release-macos-x86_64

OK

ERROR

MKpower

r-release-macos-x86_64

OK

ERROR

MLDataR

r-release-macos-x86_64

OK

ERROR

MLmorph

r-release-macos-x86_64

OK

ERROR

MNLR

r-release-macos-x86_64

OK

ERROR

MR.RGM

r-release-macos-x86_64

OK

NOTE

MRFcov

r-release-macos-x86_64

OK

ERROR

MRMCbinary

r-release-macos-x86_64

OK

ERROR

MRPC

r-release-macos-x86_64

OK

ERROR

MRReg

r-release-macos-x86_64

OK

ERROR

MSGARCH

r-release-macos-x86_64

OK

NOTE

MSTest

r-release-macos-x86_64

OK

NOTE

MSclassifR

r-release-macos-x86_64

OK

ERROR

MUVR2

r-release-macos-x86_64

OK

ERROR

MVN

r-release-macos-x86_64

OK

ERROR

ManifoldOptim

r-release-macos-x86_64

OK

NOTE

MantaID

r-release-macos-x86_64

OK

ERROR

MatchThem

r-release-macos-x86_64

OK

ERROR

MeasurementDiagnostics

r-release-macos-x86_64

OK

ERROR

MetabolomicsBasics

r-release-macos-x86_64

OK

ERROR

MethScope

r-release-macos-x86_64

OK

ERROR

MicrobTiSDA

r-release-macos-x86_64

OK

ERROR

MixMashNet

r-release-macos-x86_64

OK

ERROR

MixtureMissing

r-release-macos-x86_64

OK

ERROR

MorphoTools2

r-release-macos-x86_64

OK

ERROR

MultiCOAP

r-release-macos-x86_64

OK

NOTE

MultiObjMatch

r-release-macos-x86_64

OK

ERROR

MultiResponseR

r-release-macos-x86_64

OK

ERROR

MultiTraits

r-release-macos-x86_64

OK

ERROR

MultivariateAnalysis

r-release-macos-x86_64

OK

ERROR

NAM

r-release-macos-x86_64

OK

NOTE

NBShiny

r-release-macos-x86_64

OK

ERROR

NBShiny2

r-release-macos-x86_64

OK

ERROR

NBShiny3

r-release-macos-x86_64

OK

ERROR

NIMAA

r-release-macos-x86_64

OK

ERROR

NPCirc

r-release-macos-x86_64

OK

NOTE

NetworkComparisonTest

r-release-macos-x86_64

OK

ERROR

NetworkComparr

r-release-macos-x86_64

OK

ERROR

NeuralSens

r-release-macos-x86_64

OK

ERROR

NonProbEst

r-release-macos-x86_64

OK

ERROR

NumericEnsembles

r-release-macos-x86_64

OK

ERROR

ODRF

r-release-macos-x86_64

OK

NOTE

OTrecod

r-release-macos-x86_64

NOTE

ERROR

OddsPlotty

r-release-macos-x86_64

OK

ERROR

OmopSketch

r-release-macos-x86_64

OK

ERROR

OmopViewer

r-release-macos-x86_64

OK

ERROR

OncoSubtype

r-release-macos-x86_64

OK

ERROR

OpEnHiMR

r-release-macos-x86_64

OK

ERROR

Ostats

r-release-macos-x86_64

OK

ERROR

PAGE

r-release-macos-x86_64

OK

ERROR

PCMBaseCpp

r-release-macos-x86_64

OK

NOTE

PEAXAI

r-release-macos-x86_64

OK

ERROR

PPbigdata

r-release-macos-x86_64

OK

ERROR

PPforest

r-release-macos-x86_64

OK

NOTE

PPtreeExt

r-release-macos-x86_64

OK

NOTE

PPtreeViz

r-release-macos-x86_64

OK

NOTE

PROsetta

r-release-macos-x86_64

OK

ERROR

PSPI

r-release-macos-x86_64

OK

NOTE

PVBcorrect

r-release-macos-x86_64

OK

ERROR

PartialNetwork

r-release-macos-x86_64

OK

NOTE

PoweR

r-release-macos-x86_64

OK

NOTE

PredPsych

r-release-macos-x86_64

OK

ERROR

ProFAST

r-release-macos-x86_64

ERROR

OK

ProbitSpatial

r-release-macos-x86_64

OK

NOTE

QuickJSR

r-release-macos-x86_64

OK

ERROR

RAINBOWR

r-release-macos-x86_64

OK

NOTE

RBtest

r-release-macos-x86_64

OK

ERROR

RCPA3

r-release-macos-x86_64

OK

ERROR

RCTRecruit

r-release-macos-x86_64

OK

NOTE

RCTrep

r-release-macos-x86_64

OK

ERROR

REDCapDM

r-release-macos-x86_64

OK

ERROR

REndo

r-release-macos-x86_64

OK

ERROR

RFAE

r-release-macos-x86_64

OK

ERROR

RGCCA

r-release-macos-x86_64

OK

ERROR

RISCA

r-release-macos-x86_64

OK

ERROR

RMFM

r-release-macos-x86_64

OK

NOTE

RMM

r-release-macos-x86_64

OK

NOTE

RNAseqNet

r-release-macos-x86_64

OK

ERROR

RNetCDF

r-release-macos-x86_64

OK

NOTE

RPostgres

r-release-macos-x86_64

OK

NOTE

RProtoBuf

r-release-macos-x86_64

OK

NOTE

RQuantLib

r-release-macos-x86_64

OK

ERROR

RSQLite

r-release-macos-x86_64

OK

NOTE

RSiena

r-release-macos-x86_64

OK

NOTE

RSquaredMI

r-release-macos-x86_64

OK

ERROR

RStoolbox

r-release-macos-x86_64

OK

ERROR

RTL

r-release-macos-x86_64

OK

ERROR

RWsearch

r-release-macos-x86_64

OK

ERROR

RaSEn

r-release-macos-x86_64

OK

ERROR

RadialVisGadgets

r-release-macos-x86_64

OK

ERROR

RandPro

r-release-macos-x86_64

OK

ERROR

RankPCA

r-release-macos-x86_64

OK

ERROR

RastaRocket

r-release-macos-x86_64

OK

ERROR

Rbearcat

r-release-macos-x86_64

OK

ERROR

Rborist

r-release-macos-x86_64

OK

NOTE

Rcpp

r-release-macos-x86_64

OK

ERROR

RcppBDT

r-release-macos-x86_64

OK

NOTE

RcppCNPy

r-release-macos-x86_64

OK

NOTE

RcppML

r-release-macos-x86_64

OK

NOTE

RcppXts

r-release-macos-x86_64

OK

NOTE

Rdiagnosislist

r-release-macos-x86_64

NOTE

OK

RefBasedMI

r-release-macos-x86_64

OK

ERROR

RelimpPCR

r-release-macos-x86_64

OK

ERROR

RfEmpImp

r-release-macos-x86_64

OK

ERROR

Rfast2

r-release-macos-x86_64

OK

NOTE

Rgof

r-release-macos-x86_64

OK

NOTE

Rnmr1D

r-release-macos-x86_64

OK

NOTE

Rogue

r-release-macos-x86_64

ERROR

OK

Rquefts

r-release-macos-x86_64

OK

NOTE

Rtropical

r-release-macos-x86_64

OK

ERROR

RulesTools

r-release-macos-x86_64

OK

ERROR

RweaveExtra

r-release-macos-x86_64

OK

ERROR

Rwofost

r-release-macos-x86_64

OK

NOTE

Ryacas

r-release-macos-x86_64

OK

NOTE

SAiVE

r-release-macos-x86_64

OK

ERROR

SBMTrees

r-release-macos-x86_64

OK

ERROR

SEERaBomb

r-release-macos-x86_64

OK

ERROR

SHAPBoost

r-release-macos-x86_64

OK

ERROR

SILGGM

r-release-macos-x86_64

OK

NOTE

SLEMI

r-release-macos-x86_64

OK

ERROR

SLOS

r-release-macos-x86_64

OK

ERROR

SPARTAAS

r-release-macos-x86_64

OK

ERROR

SSGL

r-release-macos-x86_64

OK

ERROR

SeroTrackR

r-release-macos-x86_64

OK

ERROR

SerolyzeR

r-release-macos-x86_64

OK

ERROR

SimDesign

r-release-macos-x86_64

OK

ERROR

SimTOST

r-release-macos-x86_64

OK

NOTE

SoftBart

r-release-macos-x86_64

OK

ERROR

SpaCCI

r-release-macos-x86_64

OK

NOTE

SpaCOAP

r-release-macos-x86_64

OK

NOTE

SpaDES

r-release-macos-x86_64

OK

ERROR

SpaDES.core

r-release-macos-x86_64

OK

ERROR

StackImpute

r-release-macos-x86_64

NOTE

ERROR

StepReg

r-release-macos-x86_64

OK

NOTE

StepRegShiny

r-release-macos-x86_64

OK

NOTE

SuperCell

r-release-macos-x86_64

OK

ERROR

SuperpixelImageSegmentation

r-release-macos-x86_64

OK

NOTE

Surrogate

r-release-macos-x86_64

OK

ERROR

SurvMetrics

r-release-macos-x86_64

OK

ERROR

SurveyCC

r-release-macos-x86_64

OK

ERROR

SynDI

r-release-macos-x86_64

NOTE

ERROR

TDLM

r-release-macos-x86_64

OK

ERROR

TPEA

r-release-macos-x86_64

OK

ERROR

TSEAL

r-release-macos-x86_64

OK

ERROR

TSGS

r-release-macos-x86_64

OK

ERROR

TernTables

r-release-macos-x86_64

OK

ERROR

Ternary

r-release-macos-x86_64

ERROR

OK

TestDataImputation

r-release-macos-x86_64

OK

ERROR

TestDesign

r-release-macos-x86_64

OK

ERROR

TrafficBDE

r-release-macos-x86_64

OK

ERROR

TransHDM

r-release-macos-x86_64

OK

ERROR

TreeDimensionTest

r-release-macos-x86_64

OK

NOTE

TreeDist

r-release-macos-x86_64

ERROR

OK

TreeSearch

r-release-macos-x86_64

ERROR

OK

V8

r-release-macos-x86_64

OK

NOTE

VBTree

r-release-macos-x86_64

NOTE

OK

VICatMix

r-release-macos-x86_64

OK

ERROR

VIMPS

r-release-macos-x86_64

OK

ERROR

WARDEN

r-release-macos-x86_64

OK

NOTE

WMAP

r-release-macos-x86_64

OK

ERROR

WRI

r-release-macos-x86_64

OK

ERROR

WRTDStidal

r-release-macos-x86_64

OK

ERROR

WaveletETS

r-release-macos-x86_64

OK

ERROR

WaveletGBM

r-release-macos-x86_64

OK

ERROR

WaveletKNN

r-release-macos-x86_64

OK

ERROR

WaveletLSTM

r-release-macos-x86_64

OK

ERROR

WaveletML

r-release-macos-x86_64

OK

ERROR

WaveletMLbestFL

r-release-macos-x86_64

OK

ERROR

WeibullR

r-release-macos-x86_64

OK

NOTE

a5R

r-release-macos-x86_64

OK

NOTE

aRtsy

r-release-macos-x86_64

OK

NOTE

abd

r-release-macos-x86_64

OK

ERROR

accelmissing

r-release-macos-x86_64

OK

ERROR

actLifer

r-release-macos-x86_64

OK

ERROR

actuaryr

r-release-macos-x86_64

OK

ERROR

adabag

r-release-macos-x86_64

OK

ERROR

adbcdrivermanager

r-release-macos-x86_64

OK

NOTE

adelie

r-release-macos-x86_64

OK

NOTE

aggTrees

r-release-macos-x86_64

OK

ERROR

aggreCAT

r-release-macos-x86_64

NOTE

OK

aihuman

r-release-macos-x86_64

OK

NOTE

algaeClassify

r-release-macos-x86_64

OK

ERROR

alookr

r-release-macos-x86_64

OK

ERROR

ami

r-release-macos-x86_64

ERROR

OK

anesrake

r-release-macos-x86_64

OK

ERROR

arcgisgeocode

r-release-macos-x86_64

OK

NOTE

arcgisplaces

r-release-macos-x86_64

OK

NOTE

arcgisutils

r-release-macos-x86_64

OK

NOTE

archive

r-release-macos-x86_64

OK

ERROR

arete

r-release-macos-x86_64

OK

ERROR

armspp

r-release-macos-x86_64

OK

NOTE

arrangements

r-release-macos-x86_64

OK

NOTE

arrow

r-release-macos-x86_64

OK

ERROR

arulesSequences

r-release-macos-x86_64

OK

NOTE

asymmetry

r-release-macos-x86_64

OK

ERROR

atakrig

r-release-macos-x86_64

OK

NOTE

autoReg

r-release-macos-x86_64

OK

ERROR

autoslider.core

r-release-macos-x86_64

OK

ERROR

b32

r-release-macos-x86_64

OK

NOTE

b64

r-release-macos-x86_64

OK

NOTE

bWGR

r-release-macos-x86_64

OK

NOTE

bama

r-release-macos-x86_64

OK

NOTE

bartXViz

r-release-macos-x86_64

ERROR

OK

bartcs

r-release-macos-x86_64

OK

NOTE

basecamb

r-release-macos-x86_64

OK

ERROR

basksim

r-release-macos-x86_64

ERROR

OK

batata

r-release-macos-x86_64

OK

ERROR

bdc

r-release-macos-x86_64

OK

ERROR

bespatial

r-release-macos-x86_64

OK

NOTE

bgms

r-release-macos-x86_64

OK

NOTE

bigPCAcpp

r-release-macos-x86_64

OK

NOTE

bigPLSR

r-release-macos-x86_64

OK

NOTE

bigPLScox

r-release-macos-x86_64

OK

ERROR

bigrquery

r-release-macos-x86_64

OK

NOTE

bigsnpr

r-release-macos-x86_64

OK

NOTE

bigsparser

r-release-macos-x86_64

OK

NOTE

bigstatsr

r-release-macos-x86_64

OK

NOTE

bindrcpp

r-release-macos-x86_64

OK

NOTE

blockr.dag

r-release-macos-x86_64

ERROR

OK

blockr.dock

r-release-macos-x86_64

ERROR

OK

blosc

r-release-macos-x86_64

OK

NOTE

bnclassify

r-release-macos-x86_64

OK

NOTE

bnviewer

r-release-macos-x86_64

NOTE

ERROR

bootImpute

r-release-macos-x86_64

OK

ERROR

bootStateSpace

r-release-macos-x86_64

OK

ERROR

bootnet

r-release-macos-x86_64

OK

ERROR

bootwar

r-release-macos-x86_64

OK

ERROR

bpgmm

r-release-macos-x86_64

OK

NOTE

bpvars

r-release-macos-x86_64

OK

NOTE

bregr

r-release-macos-x86_64

OK

ERROR

brfinance

r-release-macos-x86_64

OK

ERROR

broom.helpers

r-release-macos-x86_64

OK

ERROR

bsitar

r-release-macos-x86_64

OK

ERROR

bspcov

r-release-macos-x86_64

OK

ERROR

bssm

r-release-macos-x86_64

OK

NOTE

bsvarSIGNs

r-release-macos-x86_64

OK

NOTE

bulkreadr

r-release-macos-x86_64

OK

ERROR

bvartools

r-release-macos-x86_64

OK

NOTE

campsis

r-release-macos-x86_64

OK

ERROR

candisc

r-release-macos-x86_64

OK

ERROR

carat

r-release-macos-x86_64

OK

NOTE

caretEnsemble

r-release-macos-x86_64

OK

ERROR

caretForecast

r-release-macos-x86_64

OK

ERROR

caretSDM

r-release-macos-x86_64

OK

ERROR

cati

r-release-macos-x86_64

OK

ERROR

caugi

r-release-macos-x86_64

OK

NOTE

causalHyperGraph

r-release-macos-x86_64

OK

ERROR

causalOT

r-release-macos-x86_64

OK

NOTE

causalQual

r-release-macos-x86_64

OK

ERROR

cba

r-release-macos-x86_64

OK

NOTE

cbbinom

r-release-macos-x86_64

OK

NOTE

ccaPP

r-release-macos-x86_64

OK

NOTE

cccp

r-release-macos-x86_64

OK

NOTE

cdgd

r-release-macos-x86_64

OK

ERROR

cdid

r-release-macos-x86_64

OK

ERROR

cgmanalysis

r-release-macos-x86_64

OK

ERROR

chartreview

r-release-macos-x86_64

OK

ERROR

checkglobals

r-release-macos-x86_64

OK

NOTE

ciflyr

r-release-macos-x86_64

OK

NOTE

cifmodeling

r-release-macos-x86_64

OK

ERROR

citationchaser

r-release-macos-x86_64

OK

ERROR

classifierplots

r-release-macos-x86_64

OK

ERROR

climodr

r-release-macos-x86_64

OK

ERROR

clinpubr

r-release-macos-x86_64

OK

ERROR

clock

r-release-macos-x86_64

OK

NOTE

clustermq

r-release-macos-x86_64

OK

NOTE

clustur

r-release-macos-x86_64

OK

NOTE

cmpp

r-release-macos-x86_64

OK

NOTE

cna

r-release-macos-x86_64

OK

ERROR

cnaOpt

r-release-macos-x86_64

OK

ERROR

coFAST

r-release-macos-x86_64

ERROR

OK

coca

r-release-macos-x86_64

OK

ERROR

codebook

r-release-macos-x86_64

OK

ERROR

collections

r-release-macos-x86_64

OK

NOTE

colorspace

r-release-macos-x86_64

OK

ERROR

combat.enigma

r-release-macos-x86_64

OK

ERROR

compareGroups

r-release-macos-x86_64

OK

ERROR

contdid

r-release-macos-x86_64

OK

ERROR

cops

r-release-macos-x86_64

OK

ERROR

corx

r-release-macos-x86_64

OK

ERROR

cp4p

r-release-macos-x86_64

OK

ERROR

cpp11

r-release-macos-x86_64

NOTE

ERROR

cramR

r-release-macos-x86_64

OK

ERROR

crane

r-release-macos-x86_64

OK

ERROR

criticality

r-release-macos-x86_64

OK

ERROR

crosstable

r-release-macos-x86_64

OK

ERROR

crosswalkr

r-release-macos-x86_64

OK

ERROR

crt2power

r-release-macos-x86_64

OK

ERROR

ctgdist

r-release-macos-x86_64

OK

ERROR

curveDepth

r-release-macos-x86_64

OK

NOTE

cvcrand

r-release-macos-x86_64

OK

ERROR

cytominer

r-release-macos-x86_64

OK

ERROR

daltoolbox

r-release-macos-x86_64

OK

ERROR

daltoolboxdp

r-release-macos-x86_64

OK

ERROR

dartR.captive

r-release-macos-x86_64

OK

ERROR

dartR.sexlinked

r-release-macos-x86_64

OK

ERROR

dartR.sim

r-release-macos-x86_64

OK

ERROR

dartR.spatial

r-release-macos-x86_64

OK

ERROR

data.table

r-release-macos-x86_64

ERROR

OK

dataSDA

r-release-macos-x86_64

OK

ERROR

datadictionary

r-release-macos-x86_64

OK

ERROR

datafsm

r-release-macos-x86_64

OK

ERROR

dbGaPCheckup

r-release-macos-x86_64

NOTE

ERROR

dbnR

r-release-macos-x86_64

OK

NOTE

dbnlearn

r-release-macos-x86_64

OK

ERROR

dcurves

r-release-macos-x86_64

OK

ERROR

ddalpha

r-release-macos-x86_64

OK

NOTE

densityratio

r-release-macos-x86_64

OK

NOTE

deprivateR

r-release-macos-x86_64

OK

ERROR

deseats

r-release-macos-x86_64

OK

NOTE

dfr

r-release-macos-x86_64

OK

ERROR

diceR

r-release-macos-x86_64

OK

ERROR

did

r-release-macos-x86_64

OK

ERROR

did2s

r-release-macos-x86_64

OK

ERROR

dina

r-release-macos-x86_64

OK

NOTE

dipsaus

r-release-macos-x86_64

OK

NOTE

discoveR

r-release-macos-x86_64

OK

ERROR

dissever

r-release-macos-x86_64

OK

ERROR

distantia

r-release-macos-x86_64

OK

NOTE

diversitree

r-release-macos-x86_64

OK

NOTE

divraster

r-release-macos-x86_64

OK

ERROR

dlookr

r-release-macos-x86_64

OK

ERROR

driveR

r-release-macos-x86_64

OK

ERROR

dsBase

r-release-macos-x86_64

OK

ERROR

dsem

r-release-macos-x86_64

ERROR

OK

dtComb

r-release-macos-x86_64

OK

ERROR

dtGAP

r-release-macos-x86_64

OK

ERROR

dtplyr

r-release-macos-x86_64

OK

ERROR

duckdb

r-release-macos-x86_64

OK

ERROR

dynr

r-release-macos-x86_64

OK

ERROR

eFCM

r-release-macos-x86_64

OK

NOTE

easyr

r-release-macos-x86_64

ERROR

OK

easysurv

r-release-macos-x86_64

OK

ERROR

eatRep

r-release-macos-x86_64

OK

ERROR

ecb

r-release-macos-x86_64

OK

ERROR

ecoregime

r-release-macos-x86_64

OK

ERROR

edibble

r-release-macos-x86_64

ERROR

OK

edlibR

r-release-macos-x86_64

OK

NOTE

efdm

r-release-macos-x86_64

ERROR

OK

elmNNRcpp

r-release-macos-x86_64

OK

NOTE

emcAdr

r-release-macos-x86_64

OK

ERROR

enderecobr

r-release-macos-x86_64

OK

NOTE

energymethod

r-release-macos-x86_64

OK

NOTE

epitabulate

r-release-macos-x86_64

OK

ERROR

epizootic

r-release-macos-x86_64

OK

ERROR

equateIRT

r-release-macos-x86_64

OK

ERROR

ernm

r-release-macos-x86_64

OK

NOTE

espadon

r-release-macos-x86_64

OK

ERROR

eudata

r-release-macos-x86_64

ERROR

OK

evalHTE

r-release-macos-x86_64

OK

ERROR

evalITR

r-release-macos-x86_64

OK

ERROR

exactRankTests

r-release-macos-x86_64

NOTE

OK

exactextractr

r-release-macos-x86_64

OK

NOTE

exploratory

r-release-macos-x86_64

OK

ERROR

ezECM

r-release-macos-x86_64

OK

ERROR

ezplot

r-release-macos-x86_64

OK

ERROR

ezr

r-release-macos-x86_64

OK

ERROR

fable

r-release-macos-x86_64

OK

NOTE

faersquarterlydata

r-release-macos-x86_64

OK

ERROR

fairness

r-release-macos-x86_64

OK

ERROR

farver

r-release-macos-x86_64

OK

ERROR

fastMatMR

r-release-macos-x86_64

OK

NOTE

fastR2

r-release-macos-x86_64

OK

ERROR

fastbioclim

r-release-macos-x86_64

OK

ERROR

fastcpd

r-release-macos-x86_64

OK

NOTE

fastdid

r-release-macos-x86_64

OK

ERROR

fasterize

r-release-macos-x86_64

OK

NOTE

fastgeojson

r-release-macos-x86_64

OK

NOTE

fastml

r-release-macos-x86_64

OK

ERROR

fasttreeid

r-release-macos-x86_64

OK

NOTE

fiberLD

r-release-macos-x86_64

OK

NOTE

filearray

r-release-macos-x86_64

OK

NOTE

finalfit

r-release-macos-x86_64

OK

ERROR

fio

r-release-macos-x86_64

OK

NOTE

flan

r-release-macos-x86_64

OK

NOTE

flevr

r-release-macos-x86_64

OK

ERROR

flexCWM

r-release-macos-x86_64

NOTE

ERROR

flint

r-release-macos-x86_64

OK

NOTE

flps

r-release-macos-x86_64

OK

ERROR

fmdu

r-release-macos-x86_64

OK

ERROR

fmesher

r-release-macos-x86_64

OK

NOTE

forecast

r-release-macos-x86_64

OK

NOTE

freestiler

r-release-macos-x86_64

OK

NOTE

frscore

r-release-macos-x86_64

OK

ERROR

fst

r-release-macos-x86_64

OK

NOTE

ftsa

r-release-macos-x86_64

OK

ERROR

funMoDisco

r-release-macos-x86_64

OK

NOTE

gFormulaMI

r-release-macos-x86_64

OK

ERROR

gadjid

r-release-macos-x86_64

OK

NOTE

gamstransfer

r-release-macos-x86_64

OK

NOTE

gdalcubes

r-release-macos-x86_64

OK

NOTE

gdalraster

r-release-macos-x86_64

OK

NOTE

geeasy

r-release-macos-x86_64

OK

ERROR

gemR

r-release-macos-x86_64

OK

ERROR

genekitr

r-release-macos-x86_64

OK

ERROR

genepop

r-release-macos-x86_64

OK

NOTE

geometa

r-release-macos-x86_64

ERROR

OK

geomod

r-release-macos-x86_64

OK

ERROR

geonuts

r-release-macos-x86_64

OK

ERROR

geospatialsuite

r-release-macos-x86_64

OK

ERROR

gfoRmula

r-release-macos-x86_64

ERROR

OK

ggblanket

r-release-macos-x86_64

OK

ERROR

ggdibbler

r-release-macos-x86_64

WARNING

OK

ggforce

r-release-macos-x86_64

OK

NOTE

ggformula

r-release-macos-x86_64

OK

ERROR

ggmice

r-release-macos-x86_64

OK

ERROR

ggrepel

r-release-macos-x86_64

OK

NOTE

ggsurvfit

r-release-macos-x86_64

OK

ERROR

gitGPT

r-release-macos-x86_64

NOTE

OK

glmSTARMA

r-release-macos-x86_64

OK

NOTE

glmnet

r-release-macos-x86_64

OK

NOTE

glmtrans

r-release-macos-x86_64

OK

ERROR

glossa

r-release-macos-x86_64

ERROR

OK

gomp

r-release-macos-x86_64

OK

ERROR

grapesAgri1

r-release-macos-x86_64

OK

NOTE

gridtext

r-release-macos-x86_64

OK

NOTE

grmtree

r-release-macos-x86_64

OK

ERROR

growthcleanr

r-release-macos-x86_64

OK

ERROR

gtexture

r-release-macos-x86_64

OK

ERROR

gtreg

r-release-macos-x86_64

OK

ERROR

gtregression

r-release-macos-x86_64

OK

ERROR

gtsummary

r-release-macos-x86_64

OK

ERROR

guideR

r-release-macos-x86_64

OK

ERROR

gwpcormapper

r-release-macos-x86_64

OK

NOTE

h3o

r-release-macos-x86_64

OK

NOTE

halfmoon

r-release-macos-x86_64

OK

ERROR

harbinger

r-release-macos-x86_64

OK

ERROR

haven

r-release-macos-x86_64

OK

NOTE

hbsaems

r-release-macos-x86_64

OK

ERROR

hcruR

r-release-macos-x86_64

OK

ERROR

hdcate

r-release-macos-x86_64

OK

ERROR

hdftsa

r-release-macos-x86_64

OK

ERROR

healthyAddress

r-release-macos-x86_64

OK

ERROR

heimdall

r-release-macos-x86_64

OK

ERROR

heplots

r-release-macos-x86_64

OK

ERROR

hesim

r-release-macos-x86_64

OK

NOTE

hhsmm

r-release-macos-x86_64

OK

ERROR

hipecR

r-release-macos-x86_64

OK

ERROR

hipread

r-release-macos-x86_64

OK

NOTE

hopit

r-release-macos-x86_64

OK

ERROR

hot.deck

r-release-macos-x86_64

NOTE

ERROR

howManyImputations

r-release-macos-x86_64

OK

ERROR

hpa

r-release-macos-x86_64

OK

NOTE

hyd1d

r-release-macos-x86_64

OK

ERROR

iClusterVB

r-release-macos-x86_64

OK

NOTE

iForecast

r-release-macos-x86_64

OK

ERROR

iPRSue

r-release-macos-x86_64

OK

ERROR

iSFun

r-release-macos-x86_64

NOTE

ERROR

icardaFIGSr

r-release-macos-x86_64

OK

ERROR

idiolect

r-release-macos-x86_64

OK

ERROR

igraph

r-release-macos-x86_64

OK

ERROR

iimi

r-release-macos-x86_64

OK

ERROR

immer

r-release-macos-x86_64

OK

NOTE

immunaut

r-release-macos-x86_64

OK

ERROR

imp4p

r-release-macos-x86_64

OK

ERROR

imt

r-release-macos-x86_64

NOTE

ERROR

intmed

r-release-macos-x86_64

OK

ERROR

ipd

r-release-macos-x86_64

OK

ERROR

irt

r-release-macos-x86_64

OK

NOTE

irtGUI

r-release-macos-x86_64

OK

ERROR

irtpwr

r-release-macos-x86_64

NOTE

ERROR

irtrees

r-release-macos-x86_64

OK

ERROR

irtreliability

r-release-macos-x86_64

OK

ERROR

jackalope

r-release-macos-x86_64

OK

NOTE

jagstargets

r-release-macos-x86_64

OK

ERROR

jewel

r-release-macos-x86_64

ERROR

OK

jinjar

r-release-macos-x86_64

OK

NOTE

jmBIG

r-release-macos-x86_64

OK

ERROR

jrt

r-release-macos-x86_64

OK

ERROR

jsmodule

r-release-macos-x86_64

OK

ERROR

jstable

r-release-macos-x86_64

OK

ERROR

junco

r-release-macos-x86_64

ERROR

OK

kequate

r-release-macos-x86_64

OK

ERROR

keyATM

r-release-macos-x86_64

OK

NOTE

kfa

r-release-macos-x86_64

OK

ERROR

kgrams

r-release-macos-x86_64

OK

NOTE

klaR

r-release-macos-x86_64

OK

ERROR

klic

r-release-macos-x86_64

OK

ERROR

kvh

r-release-macos-x86_64

OK

NOTE

l1spectral

r-release-macos-x86_64

NOTE

ERROR

labelled

r-release-macos-x86_64

OK

ERROR

lazyeval

r-release-macos-x86_64

OK

NOTE

ldt

r-release-macos-x86_64

OK

NOTE

lefko3

r-release-macos-x86_64

OK

NOTE

less

r-release-macos-x86_64

OK

ERROR

lessSEM

r-release-macos-x86_64

OK

NOTE

lidR

r-release-macos-x86_64

OK

NOTE

lilikoi

r-release-macos-x86_64

OK

ERROR

lipidomeR

r-release-macos-x86_64

OK

ERROR

lmap

r-release-macos-x86_64

OK

ERROR

lme4

r-release-macos-x86_64

OK

NOTE

loadeR

r-release-macos-x86_64

NOTE

ERROR

lobstr

r-release-macos-x86_64

OK

NOTE

logistf

r-release-macos-x86_64

OK

ERROR

lolog

r-release-macos-x86_64

OK

NOTE

lwgeom

r-release-macos-x86_64

OK

NOTE

m2b

r-release-macos-x86_64

OK

ERROR

mDAG

r-release-macos-x86_64

OK

ERROR

mand

r-release-macos-x86_64

OK

ERROR

manydata

r-release-macos-x86_64

OK

ERROR

manymodelr

r-release-macos-x86_64

OK

ERROR

mappoly

r-release-macos-x86_64

OK

ERROR

markets

r-release-macos-x86_64

OK

NOTE

marsrad

r-release-macos-x86_64

NOTE

OK

matchMulti

r-release-macos-x86_64

OK

ERROR

matrans

r-release-macos-x86_64

OK

ERROR

mbg

r-release-macos-x86_64

OK

ERROR

mdmb

r-release-macos-x86_64

OK

ERROR

mdsOpt

r-release-macos-x86_64

OK

ERROR

melt

r-release-macos-x86_64

OK

NOTE

merDeriv

r-release-macos-x86_64

OK

ERROR

metaEnsembleR

r-release-macos-x86_64

NOTE

ERROR

metadat

r-release-macos-x86_64

ERROR

OK

meteo

r-release-macos-x86_64

OK

ERROR

mets

r-release-macos-x86_64

OK

NOTE

mgwrsar

r-release-macos-x86_64

OK

ERROR

mi4p

r-release-macos-x86_64

OK

ERROR

micd

r-release-macos-x86_64

OK

ERROR

mice

r-release-macos-x86_64

OK

ERROR

miceadds

r-release-macos-x86_64

OK

ERROR

miceafter

r-release-macos-x86_64

OK

ERROR

micemd

r-release-macos-x86_64

OK

ERROR

midoc

r-release-macos-x86_64

OK

ERROR

mifa

r-release-macos-x86_64

OK

ERROR

mikropml

r-release-macos-x86_64

OK

ERROR

mind

r-release-macos-x86_64

OK

ERROR

minerva

r-release-macos-x86_64

OK

NOTE

minqa

r-release-macos-x86_64

OK

NOTE

mirt

r-release-macos-x86_64

OK

ERROR

mirtCAT

r-release-macos-x86_64

OK

ERROR

misha

r-release-macos-x86_64

OK

NOTE

missCompare

r-release-macos-x86_64

OK

ERROR

missMDA

r-release-macos-x86_64

OK

ERROR

missingHE

r-release-macos-x86_64

OK

ERROR

mixgb

r-release-macos-x86_64

OK

ERROR

mixvlmc

r-release-macos-x86_64

OK

NOTE

mlVAR

r-release-macos-x86_64

OK

ERROR

mlim

r-release-macos-x86_64

NOTE

ERROR

mlpwr

r-release-macos-x86_64

NOTE

ERROR

mlquantify

r-release-macos-x86_64

OK

ERROR

mlspatial

r-release-macos-x86_64

OK

ERROR

mlstrOpalr

r-release-macos-x86_64

OK

ERROR

mmapcharr

r-release-macos-x86_64

OK

NOTE

mnorm

r-release-macos-x86_64

OK

NOTE

modeLLtest

r-release-macos-x86_64

OK

NOTE

mosaicCalc

r-release-macos-x86_64

OK

ERROR

motif

r-release-macos-x86_64

OK

NOTE

moveEZ

r-release-macos-x86_64

OK

ERROR

mpae

r-release-macos-x86_64

OK

ERROR

mrIML

r-release-macos-x86_64

OK

ERROR

mregions2

r-release-macos-x86_64

OK

ERROR

mrgsolve

r-release-macos-x86_64

OK

NOTE

mtlgmm

r-release-macos-x86_64

OK

ERROR

multbxxc

r-release-macos-x86_64

OK

NOTE

multiblock

r-release-macos-x86_64

OK

ERROR

multiclassPairs

r-release-macos-x86_64

OK

ERROR

multidplyr

r-release-macos-x86_64

OK

ERROR

multilevLCA

r-release-macos-x86_64

OK

ERROR

multilevelTools

r-release-macos-x86_64

OK

ERROR

multisite.accuracy

r-release-macos-x86_64

OK

ERROR

mvinfluence

r-release-macos-x86_64

OK

ERROR

mvtnorm

r-release-macos-x86_64

ERROR

OK

mxnorm

r-release-macos-x86_64

OK

ERROR

nabor

r-release-macos-x86_64

OK

NOTE

natstrat

r-release-macos-x86_64

OK

ERROR

nbTransmission

r-release-macos-x86_64

OK

ERROR

neo4r

r-release-macos-x86_64

NOTE

OK

netClust

r-release-macos-x86_64

OK

NOTE

networktools

r-release-macos-x86_64

OK

ERROR

nimble

r-release-macos-x86_64

OK

NOTE

noisemodel

r-release-macos-x86_64

NOTE

ERROR

nonet

r-release-macos-x86_64

OK

ERROR

nonprobsvy

r-release-macos-x86_64

OK

NOTE

npboottprm

r-release-macos-x86_64

OK

ERROR

npboottprmFBar

r-release-macos-x86_64

OK

ERROR

npcs

r-release-macos-x86_64

OK

ERROR

nsROC

r-release-macos-x86_64

OK

NOTE

nzilbb.vowels

r-release-macos-x86_64

OK

ERROR

oRaklE

r-release-macos-x86_64

OK

ERROR

odbc

r-release-macos-x86_64

OK

NOTE

offsetreg

r-release-macos-x86_64

OK

ERROR

ogrdbstats

r-release-macos-x86_64

OK

ERROR

omu

r-release-macos-x86_64

OK

ERROR

onemap

r-release-macos-x86_64

OK

ERROR

onewaytests

r-release-macos-x86_64

OK

ERROR

opImputation

r-release-macos-x86_64

OK

ERROR

openxlsx

r-release-macos-x86_64

OK

NOTE

optic

r-release-macos-x86_64

OK

ERROR

ordPanel

r-release-macos-x86_64

OK

ERROR

orthoDr

r-release-macos-x86_64

OK

NOTE

osmdata

r-release-macos-x86_64

OK

NOTE

outlierMBC

r-release-macos-x86_64

OK

ERROR

outliers.ts.oga

r-release-macos-x86_64

OK

ERROR

pacotest

r-release-macos-x86_64

OK

NOTE

paleopop

r-release-macos-x86_64

OK

ERROR

pams

r-release-macos-x86_64

OK

ERROR

pan

r-release-macos-x86_64

OK

ERROR

panelWranglR

r-release-macos-x86_64

OK

ERROR

parallelpam

r-release-macos-x86_64

OK

NOTE

parameters

r-release-macos-x86_64

ERROR

OK

parsermd

r-release-macos-x86_64

OK

NOTE

partition

r-release-macos-x86_64

OK

NOTE

pcadapt

r-release-macos-x86_64

OK

NOTE

pcvr

r-release-macos-x86_64

OK

ERROR

pdftools

r-release-macos-x86_64

OK

NOTE

peacesciencer

r-release-macos-x86_64

OK

ERROR

penalized

r-release-macos-x86_64

OK

NOTE

peptoolkit

r-release-macos-x86_64

OK

ERROR

pguIMP

r-release-macos-x86_64

OK

ERROR

phylosem

r-release-macos-x86_64

NOTE

OK

phyr

r-release-macos-x86_64

OK

NOTE

pkgdown

r-release-macos-x86_64

ERROR

OK

plotor

r-release-macos-x86_64

OK

ERROR

plsRcox

r-release-macos-x86_64

OK

ERROR

plssem

r-release-macos-x86_64

OK

ERROR

pm3

r-release-macos-x86_64

OK

ERROR

pminternal

r-release-macos-x86_64

OK

ERROR

poems

r-release-macos-x86_64

OK

ERROR

pogit

r-release-macos-x86_64

OK

ERROR

poliscidata

r-release-macos-x86_64

OK

ERROR

polite

r-release-macos-x86_64

NOTE

OK

pollster

r-release-macos-x86_64

OK

ERROR

polymapR

r-release-macos-x86_64

OK

ERROR

polyqtlR

r-release-macos-x86_64

OK

ERROR

polywog

r-release-macos-x86_64

OK

NOTE

pomdp

r-release-macos-x86_64

OK

NOTE

pomodoro

r-release-macos-x86_64

NOTE

ERROR

portfolioBacktest

r-release-macos-x86_64

ERROR

OK

power4mome

r-release-macos-x86_64

OK

ERROR

powerPLS

r-release-macos-x86_64

OK

ERROR

powerly

r-release-macos-x86_64

OK

ERROR

pprof

r-release-macos-x86_64

OK

ERROR

predictoR

r-release-macos-x86_64

OK

ERROR

predtoolsTS

r-release-macos-x86_64

OK

ERROR

preregr

r-release-macos-x86_64

NOTE

ERROR

priceR

r-release-macos-x86_64

NOTE

OK

priorityelasticnet

r-release-macos-x86_64

OK

ERROR

profoc

r-release-macos-x86_64

OK

NOTE

protolite

r-release-macos-x86_64

OK

NOTE

proxy

r-release-macos-x86_64

OK

NOTE

psc

r-release-macos-x86_64

OK

ERROR

pscDesign

r-release-macos-x86_64

OK

ERROR

pscore

r-release-macos-x86_64

OK

ERROR

psfmi

r-release-macos-x86_64

OK

ERROR

psp

r-release-macos-x86_64

OK

NOTE

psychotools

r-release-macos-x86_64

OK

NOTE

ptetools

r-release-macos-x86_64

OK

ERROR

pubh

r-release-macos-x86_64

OK

ERROR

purgeR

r-release-macos-x86_64

OK

NOTE

purrrlyr

r-release-macos-x86_64

OK

NOTE

qpdf

r-release-macos-x86_64

OK

NOTE

qte

r-release-macos-x86_64

OK

ERROR

questionr

r-release-macos-x86_64

OK

ERROR

r2sundials

r-release-macos-x86_64

OK

NOTE

rCISSVAE

r-release-macos-x86_64

OK

ERROR

rFAMS

r-release-macos-x86_64

OK

ERROR

rFIA

r-release-macos-x86_64

WARNING

OK

rGhanaCensus

r-release-macos-x86_64

ERROR

NOTE

rJava

r-release-macos-x86_64

NOTE

ERROR

rPanglaoDB

r-release-macos-x86_64

OK

ERROR

rQSAR

r-release-macos-x86_64

OK

ERROR

rSpectral

r-release-macos-x86_64

ERROR

OK

rTLsDeep

r-release-macos-x86_64

OK

ERROR

rTRNG

r-release-macos-x86_64

OK

NOTE

rUM

r-release-macos-x86_64

OK

ERROR

raceland

r-release-macos-x86_64

OK

NOTE

raptr

r-release-macos-x86_64

OK

ERROR

raster

r-release-macos-x86_64

OK

NOTE

ravetools

r-release-macos-x86_64

OK

NOTE

rayrender

r-release-macos-x86_64

OK

NOTE

rayvertex

r-release-macos-x86_64

OK

NOTE

rbranding

r-release-macos-x86_64

ERROR

OK

rdracor

r-release-macos-x86_64

OK

ERROR

readODS

r-release-macos-x86_64

OK

NOTE

readabs

r-release-macos-x86_64

OK

ERROR

readr

r-release-macos-x86_64

OK

NOTE

readxl

r-release-macos-x86_64

ERROR

NOTE

realTimeloads

r-release-macos-x86_64

OK

ERROR

red

r-release-macos-x86_64

OK

ERROR

redist

r-release-macos-x86_64

OK

NOTE

redquack

r-release-macos-x86_64

OK

ERROR

refitME

r-release-macos-x86_64

OK

ERROR

regport

r-release-macos-x86_64

OK

ERROR

regressoR

r-release-macos-x86_64

OK

ERROR

relSim

r-release-macos-x86_64

OK

NOTE

renv

r-release-macos-x86_64

OK

NOTE

repfun

r-release-macos-x86_64

OK

ERROR

reproducible

r-release-macos-x86_64

OK

ERROR

reservr

r-release-macos-x86_64

OK

NOTE

resilience

r-release-macos-x86_64

OK

ERROR

restatapi

r-release-macos-x86_64

ERROR

OK

reticulate

r-release-macos-x86_64

OK

NOTE

reviser

r-release-macos-x86_64

OK

ERROR

rgexf

r-release-macos-x86_64

NOTE

OK

rjsoncons

r-release-macos-x86_64

OK

NOTE

rkriging

r-release-macos-x86_64

OK

NOTE

rlang

r-release-macos-x86_64

OK

NOTE

rmda

r-release-macos-x86_64

OK

ERROR

rminer

r-release-macos-x86_64

OK

ERROR

rmlnomogram

r-release-macos-x86_64

OK

ERROR

rmumps

r-release-macos-x86_64

OK

NOTE

rnrfa

r-release-macos-x86_64

ERROR

OK

robcat

r-release-macos-x86_64

OK

NOTE

robustHD

r-release-macos-x86_64

OK

NOTE

robustlmm

r-release-macos-x86_64

OK

NOTE

roclab

r-release-macos-x86_64

OK

ERROR

roseRF

r-release-macos-x86_64

OK

ERROR

roxigraph

r-release-macos-x86_64

OK

NOTE

rpf

r-release-macos-x86_64

OK

ERROR

rqlm

r-release-macos-x86_64

OK

ERROR

rrum

r-release-macos-x86_64

OK

NOTE

rsat

r-release-macos-x86_64

ERROR

OK

rshift

r-release-macos-x86_64

OK

NOTE

rtestim

r-release-macos-x86_64

OK

NOTE

rwig

r-release-macos-x86_64

OK

NOTE

rxode2

r-release-macos-x86_64

OK

NOTE

s2

r-release-macos-x86_64

OK

NOTE

sMTL

r-release-macos-x86_64

OK

ERROR

sae.projection

r-release-macos-x86_64

OK

ERROR

sae4health

r-release-macos-x86_64

OK

ERROR

saeMSPE

r-release-macos-x86_64

OK

NOTE

scAnnotate

r-release-macos-x86_64

ERROR

OK

scDIFtest

r-release-macos-x86_64

OK

ERROR

scINSIGHT

r-release-macos-x86_64

OK

NOTE

scR

r-release-macos-x86_64

OK

ERROR

scellpam

r-release-macos-x86_64

OK

NOTE

scorematchingad

r-release-macos-x86_64

OK

NOTE

scov

r-release-macos-x86_64

OK

ERROR

sdsfun

r-release-macos-x86_64

OK

NOTE

semmcci

r-release-macos-x86_64

OK

ERROR

semptools

r-release-macos-x86_64

OK

ERROR

sentometrics

r-release-macos-x86_64

OK

ERROR

seqHMM

r-release-macos-x86_64

OK

ERROR

seqimpute

r-release-macos-x86_64

OK

ERROR

serocalculator

r-release-macos-x86_64

OK

ERROR

sf

r-release-macos-x86_64

NOTE

ERROR

sfnetworks

r-release-macos-x86_64

ERROR

OK

sftrack

r-release-macos-x86_64

NOTE

OK

sgapi

r-release-macos-x86_64

ERROR

OK

sgs

r-release-macos-x86_64

OK

ERROR

shide

r-release-macos-x86_64

OK

NOTE

shiny.telemetry

r-release-macos-x86_64

ERROR

OK

shinyIRT

r-release-macos-x86_64

OK

ERROR

shinyr

r-release-macos-x86_64

OK

ERROR

showtext

r-release-macos-x86_64

OK

NOTE

shrinkTVP

r-release-macos-x86_64

OK

NOTE

simDAG

r-release-macos-x86_64

OK

ERROR

simmer

r-release-macos-x86_64

OK

NOTE

simstudy

r-release-macos-x86_64

OK

NOTE

simts

r-release-macos-x86_64

OK

NOTE

sirt

r-release-macos-x86_64

OK

ERROR

sitrep

r-release-macos-x86_64

OK

ERROR

skedastic

r-release-macos-x86_64

OK

ERROR

smacof

r-release-macos-x86_64

OK

ERROR

smacofx

r-release-macos-x86_64

OK

ERROR

smdi

r-release-macos-x86_64

OK

ERROR

smicd

r-release-macos-x86_64

OK

ERROR

smmR

r-release-macos-x86_64

OK

NOTE

smoothemplik

r-release-macos-x86_64

OK

NOTE

sociome

r-release-macos-x86_64

OK

ERROR

socratadata

r-release-macos-x86_64

OK

NOTE

sonicscrewdriver

r-release-macos-x86_64

NOTE

ERROR

sorcering

r-release-macos-x86_64

OK

NOTE

sourcoise

r-release-macos-x86_64

OK

ERROR

spBPS

r-release-macos-x86_64

OK

NOTE

spCP

r-release-macos-x86_64

OK

NOTE

spFFBS

r-release-macos-x86_64

OK

NOTE

spatialrisk

r-release-macos-x86_64

ERROR

OK

spect

r-release-macos-x86_64

OK

ERROR

spectacles

r-release-macos-x86_64

OK

ERROR

spexvb

r-release-macos-x86_64

OK

ERROR

splinetree

r-release-macos-x86_64

OK

ERROR

spopt

r-release-macos-x86_64

OK

NOTE

sregsurvey

r-release-macos-x86_64

OK

ERROR

ssev

r-release-macos-x86_64

OK

ERROR

ssh

r-release-macos-x86_64

ERROR

OK

ssr

r-release-macos-x86_64

OK

ERROR

stRoke

r-release-macos-x86_64

OK

ERROR

stabiliser

r-release-macos-x86_64

OK

ERROR

stacking

r-release-macos-x86_64

OK

ERROR

starburst

r-release-macos-x86_64

OK

ERROR

stats4teaching

r-release-macos-x86_64

NOTE

ERROR

statuser

r-release-macos-x86_64

OK

ERROR

stepPenal

r-release-macos-x86_64

NOTE

ERROR

stevemisc

r-release-macos-x86_64

OK

ERROR

stops

r-release-macos-x86_64

OK

ERROR

stosim

r-release-macos-x86_64

OK

NOTE

stpphawkes

r-release-macos-x86_64

OK

NOTE

stream

r-release-macos-x86_64

OK

NOTE

strucchangeRcpp

r-release-macos-x86_64

OK

NOTE

studyStrap

r-release-macos-x86_64

NOTE

ERROR

sumExtras

r-release-macos-x86_64

OK

ERROR

summarySCI

r-release-macos-x86_64

OK

ERROR

supercells

r-release-macos-x86_64

OK

NOTE

survcompare

r-release-macos-x86_64

OK

ERROR

survey

r-release-macos-x86_64

OK

ERROR

surveyPrev

r-release-macos-x86_64

OK

ERROR

surveyvoi

r-release-macos-x86_64

OK

NOTE

survivalPLANN

r-release-macos-x86_64

OK

ERROR

survivalSL

r-release-macos-x86_64

OK

ERROR

svars

r-release-macos-x86_64

OK

NOTE

svglite

r-release-macos-x86_64

OK

NOTE

swag

r-release-macos-x86_64

OK

ERROR

switchSelection

r-release-macos-x86_64

OK

NOTE

symengine

r-release-macos-x86_64

OK

NOTE

symphony

r-release-macos-x86_64

ERROR

OK

systemfonts

r-release-macos-x86_64

OK

NOTE

tRigon

r-release-macos-x86_64

OK

ERROR

tabledown

r-release-macos-x86_64

OK

ERROR

tableeasy

r-release-macos-x86_64

OK

ERROR

tableone

r-release-macos-x86_64

OK

ERROR

tablet

r-release-macos-x86_64

OK

ERROR

tabs

r-release-macos-x86_64

OK

ERROR

taxodist

r-release-macos-x86_64

ERROR

OK

teal

r-release-macos-x86_64

OK

ERROR

teal.modules.clinical

r-release-macos-x86_64

OK

ERROR

teal.modules.general

r-release-macos-x86_64

OK

ERROR

teal.reporter

r-release-macos-x86_64

OK

ERROR

teal.widgets

r-release-macos-x86_64

OK

ERROR

tergo

r-release-macos-x86_64

OK

NOTE

tern.gee

r-release-macos-x86_64

OK

ERROR

terra

r-release-macos-x86_64

OK

NOTE

text2emotion

r-release-macos-x86_64

OK

ERROR

textTinyR

r-release-macos-x86_64

OK

NOTE

tfevents

r-release-macos-x86_64

OK

NOTE

this.path

r-release-macos-x86_64

OK

ERROR

tidyCDISC

r-release-macos-x86_64

OK

ERROR

tidynorm

r-release-macos-x86_64

WARNING

OK

tidypopgen

r-release-macos-x86_64

OK

NOTE

tidystringdist

r-release-macos-x86_64

NOTE

OK

tidysynthesis

r-release-macos-x86_64

OK

ERROR

tidytext

r-release-macos-x86_64

OK

ERROR

tidywikidatar

r-release-macos-x86_64

ERROR

OK

tidyxl

r-release-macos-x86_64

OK

NOTE

tiledb

r-release-macos-x86_64

OK

NOTE

timechange

r-release-macos-x86_64

OK

NOTE

timeperiodsR

r-release-macos-x86_64

ERROR

OK

tinyimg

r-release-macos-x86_64

OK

NOTE

tinytiger

r-release-macos-x86_64

OK

ERROR

tldr

r-release-macos-x86_64

OK

ERROR

tma

r-release-macos-x86_64

OK

NOTE

tmap.networks

r-release-macos-x86_64

ERROR

OK

tok

r-release-macos-x86_64

OK

NOTE

tomledit

r-release-macos-x86_64

OK

NOTE

torch

r-release-macos-x86_64

OK

NOTE

tradeoffaucdim

r-release-macos-x86_64

OK

ERROR

traineR

r-release-macos-x86_64

OK

ERROR

trajeR

r-release-macos-x86_64

OK

NOTE

transmem

r-release-macos-x86_64

OK

ERROR

treesitter

r-release-macos-x86_64

OK

NOTE

triplediff

r-release-macos-x86_64

OK

ERROR

trunmnt

r-release-macos-x86_64

OK

NOTE

tsdistributions

r-release-macos-x86_64

OK

NOTE

tsissm

r-release-macos-x86_64

ERROR

OK

tspredit

r-release-macos-x86_64

OK

ERROR

twowaytests

r-release-macos-x86_64

OK

ERROR

vannstats

r-release-macos-x86_64

OK

ERROR

vapour

r-release-macos-x86_64

OK

NOTE

varEst

r-release-macos-x86_64

OK

ERROR

vcr

r-release-macos-x86_64

OK

ERROR

vctrs

r-release-macos-x86_64

ERROR

NOTE

vetr

r-release-macos-x86_64

OK

NOTE

vglmer

r-release-macos-x86_64

OK

NOTE

vismi

r-release-macos-x86_64

OK

ERROR

vol2birdR

r-release-macos-x86_64

OK

NOTE

volker

r-release-macos-x86_64

OK

ERROR

vroom

r-release-macos-x86_64

OK

NOTE

vsmi

r-release-macos-x86_64

OK

ERROR

wARMASVp

r-release-macos-x86_64

OK

NOTE

waou

r-release-macos-x86_64

OK

ERROR

watson

r-release-macos-x86_64

OK

NOTE

waves

r-release-macos-x86_64

OK

ERROR

waysign

r-release-macos-x86_64

OK

NOTE

websocket

r-release-macos-x86_64

OK

NOTE

weights

r-release-macos-x86_64

OK

ERROR

whSample

r-release-macos-x86_64

WARNING

OK

womblR

r-release-macos-x86_64

OK

NOTE

wrProteo

r-release-macos-x86_64

ERROR

OK

writeAlizer

r-release-macos-x86_64

OK

ERROR

wsMed

r-release-macos-x86_64

OK

ERROR

xopen

r-release-macos-x86_64

OK

ERROR

xportr

r-release-macos-x86_64

OK

ERROR

xtable

r-release-macos-x86_64

ERROR

OK

yaml

r-release-macos-x86_64

ERROR

OK

yaml12

r-release-macos-x86_64

OK

NOTE

yuima

r-release-macos-x86_64

OK

NOTE

zebu

r-release-macos-x86_64

OK

NOTE

If the machine and R versions is the same but the check of the package is different there might be some discrepancy between the dependencies.

# Extract dependencies
dependencies <- package_dependencies(unique(possible_packages$Package),
                                     # Should it check all the recursive dependencies or only direct?
                                     db = ap, # Only considering those dependencies on CRAN and Bioconductor but not any Additional_repositories. 
                                     recursive = TRUE, 
                                     which = c("Depends", "Imports", "LinkingTo", "Suggests"))

# Prepare to compare versions (as they are sorted by everything else we can compare directly)
intermittent_failures <- rep(FALSE, length(dependencies))
names(intermittent_failures) <- names(dependencies)
dep_0 <- lengths(dependencies) == 0
intermittent_failures[dep_0] <- TRUE

If they do not have any recursive dependency on Depends, Imports, LinkingTo and Suggests they might be have some intermittent problems on the packages. These is only on dependencies on CRAN and Bioconductor but not in other additional repositories (There are 195 packages with additional repositories).

If they have some dependencies and those dependencies didn’t change as far as we can tell then there might be some problems with random numbers or connectivity.

for (pkg in names(intermittent_failures[!intermittent_failures])) {
  dep <- dependencies[[pkg]]
  fl <- possible_packages$Flavor[possible_packages$Package == pkg]
  intermittent_failures[pkg] <- all_checks |> 
    filter(Package %in% dep,
           Flavor %in% fl,
           Version.t == Version.y,
           Status.t != Status.y) |> 
    nrow() == 0 # If packages outside || any(!dep %in% rownames(ap)) 
}
packages <- names(intermittent_failures)[intermittent_failures]

We finally show the differences on the status of those without any dependency change on version or status1:

keep_files <- filter(possible_packages, Package %in% packages) |> 
  merge(y = flavors_df, by.x = "Flavor", by.y = "flavors", all.x = TRUE, all.y = FALSE) |> 
  select(Package, Flavor, Version = Version.t, R_version = r_version, OS = os, 
         architecture, other, version, revision) |> 
  mutate(Date = Sys.time())

if (nrow(keep_files >= 1)) {
  write.csv(keep_files, 
            paste0("cran-failing-", format(Sys.time(), "%Y%m%dT%H%M"), ".csv"),
            row.names = FALSE,
            quote = FALSE,
  )
}
filter(possible_packages, Package %in% packages) |> 
  select(Package, Flavor, Today, Yesterday, -Version.t, -Version.y) |> 
  flextable() |> 
  autofit()

Conclusion

cat("There are no packages detected with differences between yesterday and today attributable to intermittent failures.\n")
knitr::knit_exit()
cat("This suggests that these packages might have some problems with random numbers or connectivity:\n\n") 
if (any(dep_0)) {
  cat("\n## Packages with dependencies\n\n")
  cat(paste0(" - ", sort(intersect(packages, 
                                   names(dependencies)[dep_0])), "\n"), sep = "")
  cat("\n## Packages without dependencies\n\n")
  cat(paste0(" - ", sort(intersect(packages,
                                   names(dependencies)[!dep_0])), "\n"), sep = "")
  
} else {
  cat(paste0(" - ", sort(packages), "\n"), sep = "")
}

  1. I think a new version might not propagate to check other packages until 24 hours later as checks might have already started for that day.↩︎