NEWS	R Documentation

R News

CHANGES IN R-devel

SIGNIFICANT USER-VISIBLE CHANGES

• Calling && or || with LHS or (if evaluated) RHS of length greater than one is now always an error, with a report of the form

      'length = 4' in coercion to 'logical(1)'

  Environment variable _R_CHECK_LENGTH_1_LOGIC2_ no longer has any effect.

NEW FEATURES

• The included BLAS sources have been updated to those shipped with LAPACK version 3.10.1. This causes some (platform-dependent) changes to package check output.

• The parser now signals classed errors, notably in case of the pipe operator |>. The error object and message now give line and column numbers, mostly as proposed and provided by Duncan Murdoch in PR#18328.

• toeplitz() is now generalized for asymmetric cases, with a toeplitz2() variant.

• xy.coords() and xyz.coords() and consequently, e.g., plot(x,y, log="y") now signal a classed warning about negative values of y (where log(.) is NA). Such a warning can be specifically suppressed or caught otherwise.

• Regular expression functions now check more thoroughly whether their inputs are valid strings (in their encoding, e.g. in UTF-8).

• The performance of grep, sub, gsub and strsplit has been improved, particularly with perl = TRUE and fixed = TRUE. Use of useBytes = TRUE for performance reasons should no longer be needed and is discouraged. It may lead to incorrect results.

• apropos() gains an argument dot_internals which is used by the completion (help(rcompgen)) engine to also see base internals such as .POSIXct().

• Support in tools::Rdiff() for comparing uncompressed PDF files is further reduced – see its help page.

INSTALLATION on a UNIX-ALIKE

• The included LAPACK sources have been updated to include the four Fortran 90 routines rather than their Fortran 77 predecessors. This may give some different signs in SVDs or eigendecompositions.. (This completes the transition to LAPACK 3.10.x begun in R 4.2.0.)

• A system installation of generic LAPACK 3.10.0 or later will be preferred to the version in the R sources.

  configure option --with-lapack=no (equivalently --without-lapack) forces compilation of the internal LAPACK sources.

  If --with-lapack is not specified, a system liblapack is looked for and used if it reports version 3.10.0 or later and does not contain BLAS routines.

  Packages using LAPACK will need to be reinstalled if this changes to using an external library.

• On ‘⁠aarch64⁠’ (aka ‘⁠arm64⁠’) platforms such as Macs with “Apple silicon” (‘M1’), configure now chooses -fPIC by default (instead of -fpic), as desired in PR#18326.

PACKAGE INSTALLATION

• USE_FC_LEN_T is the default: this uses the correct (compiler-dependent) prototypes for Fortran BLAS/LAPACK routines called from C/C++, and requires adjustment of many such calls – see ‘Writing R Extensions’ §6.6.1.

FORTRAN FLAGS

• The flag -fno-optimize-sibling-calls is no longer forced for gfortran 7 and later. It should no longer be needed now using ‘hidden’ character-length arguments when calling BLAS/LAPACK routines from C/C++ is the default even for packages. (Unless perhaps packages call Fortran code from C/C++ without using R's headers and without allowing for these arguments.)

C-LEVEL FACILITIES

• The deprecated S-compatibility macros DOUBLE_* in ‘R_ext/Constants.h’ (included by ‘R.h’) have been removed.

• The deprecated legacy typedefs of Sint and Sfloat in header ‘R.h’ are no longer defined, and that header no longer includes header ‘limits.h’ from C nor ‘climits’ from C++.

UTILITIES

• R CMD check does more checking of package ‘.Rd’ files, warning about invalid email addresses and (some) invalid URIs and noting empty ‘⁠\item⁠’ labels in description lists.

• R CMD check now also reports problems when reading package news in md (file ‘NEWS.md’) and (optionally) plain text (file ‘NEWS’) formats.

DEPRECATED AND DEFUNCT

• default.stringsAsFactors() is defunct.

BUG FIXES

• Hashed environments with sizes less than 5 can now grow. (Reported to R-devel by Duncan Garmonsway.)

• as.character(<Rd>, deparse = TRUE) failed to re-escape curly braces in LaTeX-like text. (Reported by Hadley Wickham in PR#18324.)

• library() now passes its lib.loc argument when requiring Depends packages; reported (with fix) in PR#18331 by Mikael Jagan.

• R CMD Stangle: improved message about ‘Output’ files.

• head(x, n) and tail(x, n) now signal an error if n is not numeric, instead of incidentally “working” sometimes returning all of x. Reported and discussed by Colin Fay, in PR#18357.

• The "lm" method for summary() now gives the correct F-statistic when the model contains an offset. Reported in PR#18008.

• C() and `contrasts<-`() now preserve factor level names when given a function object (as opposed a function name which did preserve names). Reported in PR#17616.

• c(a=1, 2)[[]] no longer matches 2 but rather signals a classed error. Reported and analysed by David Vaughan in PR#18367, a duplicate of PR#18004, by Jan Meis et al. For consistency, NULL[[]] is also erroneous now. x[[]] <- v gives an error of the same class "MissingSubscriptError".

• The relist() function of utils now supports NULL elements in the skeleton (PR#15854).

• poly(x, n) now works again, now documented, when x is a "Date" or "POSIXct" object, or of another class while fulfilling mode(x) == "numeric". This also enables poly(x, *, raw=TRUE) for such variables. Reported by Michael Chirico to R-devel.

• source("") and source(character()) now give more helpful error messages.

CHANGES IN R 4.2.1 patched

NEW FEATURES

• tools::Rdiff(useDiff = TRUE) checks for the presence of an external diff command and switches to useDiff = FALSE if none is found. This allows R CMD Rdiff to always work.

• On Windows, environment variable R_LIBCURL_SSL_REVOKE_BEST_EFFORT can be used to switch to only best-effort revocation checks with the default "libcurl" download method. This reduces security, but may be needed for downloads to work with MITM proxies (PR#18379).

INSTALLATION on a UNIX-ALIKE

• The PDF manuals (if built) can be compacted by the new target make compact-pdf (at the top level or in directory ‘doc/manual’).

BUG FIXES

• qt(*, log.p=TRUE) in outer tails no longer produces NaN in its final steps, thus fixing PR#18360.

• tools::Rd2latex() now escapes hashes and ampersands when writing URLs, fixing LaTeX errors with such URLs in ⁠\tabular⁠.

• When isGeneric(f, fdef=*) is used with mismatching names, the warning is better understandable; reported (with fix) in PR#18370 by Gabe Becker.

• write.table(), write.csv() and write.csv2() restore their numerical precision (internal equivalent of digits = 15) after an interrupt (PR#18384).

• One can now read also byte FF from a clipboard connection (PR#18385).

• Non-ASCII characters are now properly displayed on Windows in windows created using GraphApp via e.g. winDialogString thanks to a workaround for an at least surprising Windows behavior with UTF-8 as the system encoding (PR#18382).

CHANGES IN R 4.2.1

NEW FEATURES

• New function utils::findCRANmirror() to find out if a CRAN mirror has been selected, otherwise fallback to the main site. This behaves in the same way as tools::CRAN_package_db() and is intended for packages wishing to access CRAN for purposes other than installing packages.

  The need for this was shown by a day when the main CRAN website was offline and a dozen or so packages which had its URL hardcoded failed their checks.

INSTALLATION on a UNIX-ALIKE

• The libraries searched for by --with-blas (without a value) now include BLIS (after OpenBLAS but before ATLAS). And on macOS, the Accelerate framework (after ATLAS). (This is patterned after the AX_BLAS macro from the Autoconf Archive.)

• The included LAPACK sources have been updated to 3.10.1.

UTILITIES

• The (full path to) the command tidy to be used for HTML validation can be set by environment variable R_TIDYCMD.

• Setting environment variable _R_CHECK_RD_VALIDATE_RD2HTML_ to a false value will override R CMD check --as-cran and turn off HTML validation. This provides a way to circumvent a problematic tidy.

  The 2006 version that ships with macOS is always skipped.

C-LEVEL FACILITIES

• The undocumented legacy declarations of Sint, Sfloat, SINT_MAX and SINT_MIN in header ‘R.h’ are deprecated.

BUG FIXES

• fisher.test(d) no longer segfaults for “large” d; fixing PR#18336 by preventing/detecting an integer overflow reliably.

• tar(., files=*) now produces correctly the warning about invalid uid or gid of files, fixing PR#18344, reported by Martin Morgan.

• tk_choose.files() with multi = FALSE misbehaved on paths containing spaces (PR#18334) (regression introduced in R 4.0.0).

• sort(x, partial = ind, *) now works correctly notably for the non-default na.last = FALSE or TRUE, fixing PR#18335 reported by James Edwards.

• Environment variable _R_CHECK_XREFS_REPOSITORIES_ is only used for checking ‘.Rd’ cross-references in R CMD check (as documented) and not for other uses looking for a CRAN mirror.

• The search for a CRAN mirror when checking packages now uses getOption("repos") if that specifies a CRAN mirror, even when it does not also specify all three Bioconductor repositories (as was previously required).

• The HTML code generated by tools::Rd2HTML() has been improved to pass tidy 5.8.0.

BUG FIXES on Windows

• Writing to a clipboard connection works again, fixing a regression in R 4.2.0 (PR#18332). Re-using a closed clipboard connection longer issues a spurious warning about an ignored encoding argument.

• C function getlocale no longer attempts to query an unsupported category from the OS, even when requested at R level, which may cause crashes when R 4.2.0 (which uses UCRT) is embedded (reported by Kevin Ushey).

• Accent keys now work in GraphApp Unicode windows, which are used by Rgui whenever running in a multibyte locale (so also in UTF-8, hence fixing a regression in R 4.2.0 for users of systems where R 4.1 used a single-byte locale).

• Completion in Rgui now works also with non-ASCII characters.

• Rgui no longer truncates usage information with --help.

• Text injection from external applications via SendInput now works in GraphApp Unicode windows, fixing a regression in R 4.2.0 for Rgui users of systems where R 4.1 used a single-byte locale but R 4.2.0 uses UTF-8.

• Performance of txtProgressBar() in Rgui when running in a multi-byte locale has been improved (fixing a performance regression in R 4.2.0 for users of systems where R 4.1 used a single-byte locale).

• The script editor in Rgui now works also on systems using UTF-8 as the native encoding. Users of the script editor have to convert their scripts with non-ASCII characters to UTF-8 before reading them in R 4.2.1 or newer (on recent Windows where UTF-8 is used). This fixes a regression in R 4.2.0, which prevented some operations with scripts when they contained non-ASCII characters.

CHANGES IN R 4.2.0

SIGNIFICANT USER-VISIBLE CHANGES

• The formula method of aggregate() now matches the generic in naming its first argument x (resolving PR#18299 by Thomas Soeiro).

  This means that calling aggregate() with a formula as a named first argument requires name formula in earlier versions of R and name x now, so portable code should not name the argument (code in many packages did).

• Calling && or || with either argument of length greater than one now gives a warning (which it is intended will become an error).

• Calling if() or while() with a condition of length greater than one gives an error rather than a warning. Consequently, environment variable _R_CHECK_LENGTH_1_CONDITION_ no longer has any effect.

• Windows users should consult the WINDOWS section below for some profound changes including

  • Support for 32-bit builds has been dropped.

  • UTF-8 locales are used where available.

  • The default locations for the R installation and personal library folder have been changed.

  Thanks to Tomas Kalibera for months of work on the Windows port for this release.

NEW FEATURES

• matrix(x, n, m) now warns in more cases where length(x) differs from n * m, as suggested by Abby Spurdle and Wolfgang Huber in Feb 2021 on the R-devel mailing list.

  This warning can be turned into an error by setting environment variable _R_CHECK_MATRIX_DATA_ to ‘⁠TRUE⁠’: R CMD check --as-cran does so unless it is already set.

• Function file_test() in package utils gains tests for symlinks, readability and writability.

• capabilities("libxml") is now false.

  The description of capabilities("http/ftp") now reflects that it refers to the default method, no longer the internal one.

• simplify2array() gains an except argument for controlling the exceptions used by sapply().

• Environment variables R_LIBS_USER and R_LIBS_SITE are both now set to the R system default if unset or empty, and can be set to NULL to indicate an empty list of user or site library directories.

• The warning for axis()(-like) calls in cases of relatively small ranges (typically in log-scale situations) is slightly improved and suppressed from explicit calls to .axisPars() as has always been the intention.

• The contrasts setter function `contrasts<-` gains an explicit default how.many = NULL rather than just using missing(how.many).

• grid.pretty() gains a new optional argument n = 5.

• There is a new function .pretty() with option bounds as a technical-utility version of pretty(). It and pretty() gain a new argument f.min with a better than back-compatible default.

• Function grDevices::axisTicks() and related functions such as graphics::axis() work better, notably for the log scale; partly because of the pretty() improvements, but also because care is taken e.g., when ylim is finite but diff(ylim) is infinite.

• nclass.FD() gains a digits option.

• The R Mathlib internal C function bd0() (called indirectly from a dozen probability density and distribution functions such as dpois(), dbinom(), dgamma(), pgamma() etc) has been complemented by a more sophisticated and (mostly) more accurate C function ebd0(), currently called only by internal dpois_raw() improving accuracy for R level dpois() and potentially others calling it such as dnbinom(), dgamma() or pgamma(). (Thanks to Morten Welinder's PR#15628.)

• write.ftable() gains sep = " " argument as suggested by Thomas Soeiro.

• The names of the locale categories supported by R's Sys.getlocale() and Sys.setlocale() are now provided by variable .LC.categories in the base namespace.

• The Date and POSIXt methods for hist() and the histogram method for plot() now also use the new default col = "lightgray" in consistency with the corresponding change to hist()'s default for R 4.0.0.

• hist.default() gains new fuzz argument, and the histogram plot method no longer uses fractional axis ticks when displaying counts ("Frequency").

• mapply() and hence Map() now also obey the “max-or-0-if-any” recycling rule, such that, e.g., Map(`+`, 1:3, 1[0]) is valid now.

• as.character(<obj>) for "hexmode" or "octmode" objects now fulfils the important basic rule as.character(x)[j] === as.character(x[j]).

• The set utility functions, notably intersect() have been tweaked to be more consistent and symmetric in their two set arguments, also preserving a common mode.

• substr(ch, start,end) <- new now e.g., preserves names(ch); ditto for substring(), thanks to a patch from Brodie Gaslam.

• plot(<lm>) gains a extend.ylim.f argument, in partial response to PR#15285; further PR#17784 is fixed thanks to several contributors and a patch by Elin Waring. The Cook's dist contours get customizable via cook.col and cook.lty with a different default color and their legend is nicer by default and customizable via cook.legendChanges.

• Attempting to subset an object that is not subsettable now signals an error of class notSubsettableError. The non-subsettable object is contained in the object field of the error condition.

• Subscript-out-of-bounds errors are now signaled as errors of class subscriptOutOfBoundsError.

• Stack-overflow errors are now signaled as errors inheriting from class stackOverflowError. See ?stackOverflowError for more details.

• New partly experimental Sys.setLanguage() utility, solving the main problem of PR#18055.

• gettext() and gettextf() get a new option trim = TRUE which when set to false allows translations for strings such as "Execution halted\n" typical for C code.

• An experimental implementation of hash tables is now available. See ?hashtab for more details.

• identical() gains a extptr.as.ref argument for requesting that external pointer objects be compared as reference objects.

• reorder() gets an argument decreasing which it passes to sort() for level creation; based on the wish and patch by Thomas Soeiro in PR#18243.

• as.vector() gains a data.frame method which returns a simple named list, also clearing a long standing ‘FIXME’ to enable as.vector(<data.frame>, mode="list"). This breaks code relying on as.vector(<data.frame>) to return the unchanged data frame.

• legend() is now vectorized for arguments cex, x.intersp, and text.width. The latter can now also be specified as a vector (one element for each column of the legend) or as NA for computing a proper column wise maximum value of strwidth(legend). The argument y.intersp can be specified as a vector with one entry for each row of the legend.

  legend() also gains new arguments title.cex and title.font. Thanks to Swetlana Herbrandt.

• Deparsing no longer remaps attribute names dim, dimnames, levels, names and tsp to historical S-compatible names (which structure() maps back).

• sample() and sample.int() have additional sanity checks on their size and n arguments.

  all.equal.numeric() gains a sanity check on its tolerance argument – calling all.equal(a, b, c) for three numeric vectors is a surprisingly common error.

  mean(na.rm =), rank(na.last =), barplot(legend.text =), boxplot(), contour(drawlabels =), polygon(border =) and methods::is(class2 =) have more robust sanity checks on their arguments.

  R CMD Rd2pdf (used by R CMD check) has a more robust sanity check on the format of \alias{} commands.

• psigamma(x, deriv) for negative x now also works for deriv = 4 and 5; their underlying C level dpsifn() is documented in ‘Writing R Extensions’.

• The HTML help system now uses HTML5 (wish of PR#18149).

• ks.test() now provides exact p-values also with ties and MC p-values in the two-sample (Smirnov) case. By Torsten Hothorn.

• ks.test() gains a formula interface, with y ~ 1 for the one-sample (Kolmogorov) test and y ~ group for the two-sample (Smirnov) test. Contributed by Torsten Hothorn.

• The return value from ks.test() now has class c("ks.test", "htest") – packages using try() need to take care to use inherits() and not == on the class.

• New functions psmirnov(), qsmirnov() and rsmirnov() in package stats implementing the asymptotic and exact distributions of the two-sample Smirnov statistic.

• iconv() now allows sub = "c99" to use C99-style escapes for UTF-8 inputs which cannot be converted to encoding to.

• In a forward pipe |> expression it is now possible to use a named argument with the placeholder _ in the rhs call to specify where the lhs is to be inserted. The placeholder can only appear once on the rhs.

• The included LAPACK sources have been updated to version 3.10.0, except for the four Fortran 77 routines which 3.10.0 has re-implemented in Fortran 90 (where the older versions have been retained as the R build process does not support Fortran 90).

• path.expand() and most other uses of tilde expansion now warn if a path would be too long if expanded. (An exception is file.exists(), which silently returns false.)

• trunc(<Date>, *) now supports units = "months" or "years" for consistency with the POSIXt method, thanks to Dirk Eddelbuettel's proposal in PR#18099.

• list2DF() now checks that its arguments are of the same length, rather than use recycling.

• The HTML help system has several new features: LaTeX-like math can be typeset using either KaTeX or MathJax, usage and example code is highlighted using Prism, and for dynamic help the output of examples and demos can be shown within the browser if the knitr package is installed. These features can be disabled by setting the environment variable _R_HELP_ENABLE_ENHANCED_HTML_ to a false value.

GRAPHICS

• The graphics engine version, R_GE_version, has been bumped to 15 and so packages that provide graphics devices should be reinstalled.

• The grid package now allows the user to specify a “vector” of pattern fills. The fill argument to gpar() accepts a list of gradients and/or patterns and the functions linearGradient(), radialGradient(), and pattern() have a new group argument.

  Points grobs (data symbols) can now also have a pattern fill.

  The grobCoords() function now returns a more informative and complex result.

• The grid package has new functions for drawing isolated groups: grid.group(), grid.define(), and grid.use(). These functions add compositing operators and affine transformations to R's graphics capabilities.

  The grid package also has new functions for stroking and filling paths: grid.stroke(), grid.fill(), and grid.fillStroke().

  A new function as.path() allows the user to specify the fill rule for a path that is to be used for clipping, stroking, or filling; available options are "winding" and "evenodd". A new function as.mask() allows the user to specify the type of a mask; available options are "alpha" and "luminance".

  These new features are only supported so far (at most) on the Cairo-based graphics devices and on the pdf() device.

• dev.capabilities() reports on device support for the new features.

• par() now warns about unnamed non-character arguments to prevent misuse such as {usr <- par("usr"); par(usr)}.

WINDOWS

• R uses UTF-8 as the native encoding on recent Windows systems (at least Windows 10 version 1903, Windows Server 2022 or Windows Server 1903). As a part of this change, R uses UCRT as the C runtime. UCRT should be installed manually on systems older than Windows 10 or Windows Server 2016 before installing R.

• The default personal library on Windows, folder ‘R\win-library\x.y’ where ‘x.y’ stands for R release ‘x.y.z’, is now a subdirectory of Local Application Data directory (usually a hidden directory ‘C:\Users\username\AppData\Local’). Use shell.exec(.libPaths()[1]) from R to open the personal library in Explorer when it is first in the list (PR#17842).

• R uses a new 64-bit Tcl/Tk bundle. The previous 32-bit/64-bit bundle had a different layout and can no longer be used.

• Make files and installer scripts for Windows have been tailored to ‘Rtools42’, the newly recommended 64-bit gcc 10.3 MinGW-W64 UCRT toolchain.

• ‘Rtools42’ by default uses the Windows security features ASLR and DEP; hence CRAN builds of R and packages also do.

• R now supports files ‘Makevars.ucrt’, ‘Makefile.ucrt’, ‘configure.ucrt’ and ‘cleanup.ucrt’ in packages, which are used in preference to the ‘.win’ variants. This allows keeping the ‘.win’ files around to support older versions of R. This feature will be removed in the future once support for older versions of R would no longer be needed.

• R.version gains a new field crt (only on Windows) to denote the C runtime. The value is "ucrt".

• On Windows, download.file(method = "auto") and url(method = "default") now follow Unix in using "libcurl" for all except ‘⁠file://⁠’ URIs.

• ‘Rtools42’ includes an unpatched Msys2 build of GNU tar. Paths including drive letters can be made to work by adding --force-local to environment variable TAR_OPTIONS. (‘Rtools40’ and earlier included a patched version which defaulted to this option.)

• Installer builds of R automatically find the ‘Rtools42’ software collection as well as the compiler toolchain. No PATH setting is required from the user.

• The default installation directory of R for a user-only installation has been changed to the User Program Files directory (usually a hidden directory ‘C:\Users\username\AppData\Local\Programs’) to follow Windows conventions. Use shell.exec(R.home()) from R to open the R installation directory in Explorer (PR#17842).

• R now supports installation-time patching of packages. Patches may be installed from a supplied URL or a local directory or disabled. Patches are included into the installed packages for reference. This experimental feature may be removed in the future.

• libcurl is now required for building from source.

• The clipboard connection now works also with text in other than the current native encoding (PR#18267, with Hiroaki Yutani). Text is always pasted to the clipboard in UTF16-LE and the encoding argument is ignored.

• The internal case-changing functions are now used by default on Windows – this circumvents problems (for example with E acute) of the UCRT Windows' runtime.

• R on Windows now uses the system memory allocator. Doug Lea's allocator was used since R 1.2.0 to mitigate performance limitations seen with system allocators on earlier versions of Windows.

• memory.limit() and memory.size() are now stubs on Windows (as on Unix-alikes).

• Applications embedding R on Windows can now use additional callbacks, which have so far only been available only on Unix (PR#18286).

INSTALLATION

• Facilities for accessing ‘⁠ftp://⁠’ sites are no longer tested (except pro tem for curlGetHeaders()) as modern browsers have removed support.

• R can now be built with ‘⁠DEFS = -DSTRICT_R_HEADERS⁠’ .

PACKAGE INSTALLATION

• R CMD INSTALL no longer tangles vignettes. This completes an R CMD build change in R 3.0.0 and affects packages built before R 3.0.2. Such packages should be re-made with R CMD build to have the tangled R code of vignettes shipped with the tarball.

• USE_FC_LEN_T will become the default: this uses the correct prototypes for Fortran BLAS/LAPACK routines called from C/C++, and requires adjustment of most such calls – see ‘Writing R Extensions’ §6.6.1. (This has been supported since R 3.6.2.)

• Package installation speed for packages installed with keep.source has been improved. This resolve the issue reported by Ofek Shilon in PR#18236.

UTILITIES

• R CMD check can optionally report files/directories left behind in home, ‘/tmp’ (even though TMPDIR is set) and other directories. See the “R Internals” manual for details.

• R CMD check now reports byte-compilation errors during installation. These are not usually fatal but may result in parts of the package not being byte-compiled.

• _R_CHECK_DEPENDS_ONLY_ can be applied selectively to examples, tests and/or vignettes in R CMD check: see the “R Internals” manual.

• _R_CHECK_SRC_MINUS_W_IMPLICIT_ now defaults to true: recent versions of Apple clang on macOS have made implicit function declarations in C into a compilation error.

• R CMD check --as-cran makes use of the environment variable AUTORECONF. See the “R Internals” manual §8 for further details.

• R CMD check --use-valgrind also uses valgrind when re-building vignettes as some non-Sweave vignettes unhelpfully comment out all their code when R CMD check runs vignettes.

• Errors in re-building vignettes (unless there are LaTeX errors) are reported by R CMD check as ‘⁠ERROR⁠’ rather than ‘⁠WARNING⁠’ when running vignettes has been skipped (as it frequently is in CRAN checks and by --as-cran).

• R CMD Rd2pdf gains a --quiet option that is used by R CMD build when building the PDF package manual.

• R CMD Rd2pdf now always runs LaTeX in batch mode, consistent with Texinfo \ge 6.7. The --batch option is ignored.

• R CMD build and R CMD check now include the Rd file name and line numbers in the error message of an ⁠\Sexpr⁠ evaluation failure.

• For packages using the ⁠\doi⁠ Rd macro (now an install-time ⁠\Sexpr⁠) but no other dynamic Rd content, R CMD build now produces a smaller tarball and is considerably faster – skipping temporary package installation.

• R CMD check can optionally (but included in --as-cran) validate the HTML produced from the packages ‘.Rd’ files. See https://blog.r-project.org/2022/04/08/enhancements-to-html-documentation/: this needs a fairly recent version of HTML Tidy to be available.

C-LEVEL FACILITIES

• The non-API header ‘R_ext/R-ftp-http.h’ is no longer provided, as the entry points it covered are now all defunct.

• A number of non-API declarations and macro definitions have been moved from the installed header ‘Rinternals.h’ to the internal header ‘Defn.h’. Packages that only use entry points and definitions documented to be part of the API as specified in ‘Writing R Extensions’ §6 should not be affected.

• The macro USE_RINTERNALS no longer has any effect when compiling package code. Packages which also use R_NO_REMAP will need to ensure that the remapped names are used for calls to API functions that were formerly also made available as macros.

• The deprecated legacy S-compatibility macros PROBLEM, MESSAGE, ERROR, WARN, WARNING, RECOVER, ... are no longer defined in ‘R_exts/RS.h’ (included by ‘R.h’). Replace these by calls to Rf_error and Rf_warning (defined in header ‘R_ext/Error.h’ included by ‘R.h’).

  Header ‘R_ext/RS.h’ no longer includes ‘R_ext/Error.h’.

• Header ‘R_ext/Constants.h’ (included by ‘R.h’) when included from C++ now includes the C++ header ‘cfloat’ rather than the C header ‘float.h’ (now possible as C++11 is required).

• The legacy S-compatibility macros DOUBLE_* in ‘R_ext/Constants.h’ (included by ‘R.h’) are deprecated.

• The deprecated S-compatibility macros SINGLE_* in ‘R_ext/Constants.h’ (included by ‘R.h’) have been removed.

• R_Calloc, R_Free and R_Realloc are preferred to their unprefixed forms and error messages now use the prefix. These forms were introduced in R 3.4.0 and are available even when STRICT_R_HEADERS is defined.

• rmultinom has been documented in ‘Writing R Extensions’ §6 so is now part of the R API.

• Similarly, Rtanpi, called from R level tanpi() is now part of the R API.

• The long-deprecated, undocumented and non-API entry point call_R is no longer declared in ‘R_ext/RS.h’ (included by ‘R.h’).

• The header ‘S.h’ which has been unsupported since Jan 2016 has been removed. Use ‘R.h’ instead.

DEPRECATED AND DEFUNCT

• The (non-default and deprecated) method = "internal" for download.file() and url() no longer supports ‘⁠http://⁠’ nor ‘⁠ftp://⁠’ URIs. (It is used only for ‘⁠file://⁠’ URIs.)

  On Windows, download.file(method = "wininet") no longer supports ‘⁠ftp://⁠’ URIs. (It is no longer the default method, which is "libcurl" and does.)

  On Windows, the deprecated method = "wininet" now gives a warning for ‘⁠http://⁠’ and ‘⁠https://⁠’ URIs for both download.file() and url(). (It is no longer the default method.)

• On Windows, the command-line option --max-mem-size and environment variable R_MAX_MEM_SIZE are defunct. The memory allocation limit was important for 32-bit builds, but these are no longer supported.

• default.stringsAsFactors() is now formally deprecated, where that was only mentioned on its regular help page, previously. So it now gives a warning if called.

• unix.time() is defunct now; it had been deprecated since R 3.4.0.

BUG FIXES

• Setting digits = 0 in format(), print.default() (and hence typically print()) or options() is again invalid. Its behaviour was platform-dependent, and it is unclear what “zero significant digits” should mean (PR#18098).

• Messages from C code in the ‘cairo’ section of package grDevices are now also offered for translation, thanks to Michael Chirico's PR#18123.

• mean(x) with finite x now is finite also without "long.double" capability.

• R CMD Rd2pdf no longer leaves an empty build directory behind when it aborts due to an already existing output file. (Thanks to Sebastian Meyer's PR#18141.)

• density(x, weights = w, na.rm = TRUE) when anyNA(x) is true, now removes weights “in parallel” to x, fixing PR#18151, reported by Matthias Gondan. Additionally, it gets a subdensity option.

• Conversion of ⁠\Sexpr[]{<expR>}⁠ to LaTeX or HTML no longer produces long blocks of empty lines when <expR> itself contains several lines all producing empty output. Thanks to a report and patch by Ivan Krylov posted to R-devel.

• R CMD build no longer fails if a package vignette uses child documents and ‘inst/doc’ exists. (Thanks to Sebastian Meyer's PR#18156.)

• When an R documentation (‘help’ source) file ‘man/foo.Rd’ in a package has ⁠\donttest{..}⁠ examples with a syntax error, it is now signalled as ERROR and with correct line numbers relating to the ‘*-Ex.R’ file, thanks to Duncan Murdoch and Sebastian Meyer's reports and patch proposals in PR#17501.

• Improved determination of the correct translation domain in non-base packages, addressing the combination of PR#18092 and PR#17998 (#c6) with reports and augmented patch #2904 by Suharto Anggono.

  Note that "R-base" is no longer the default domain e.g., for top-level calls to gettext(); rather translation needs explicit domain = * specification in such cases.

• identical(attrib.as.set=FALSE) now works correctly with data frames with default row names (Thanks to Charlie Gao's PR#18179).

• txtProgressBar() now enforces a non-zero width for argument char, without which no progress can be visible.

• dimnames(table(d)) is more consistent in the case where d is a list with a single component, thanks to Thomas Soeiro's report to R-devel.

  Further, table(d1, d2) now gives an error when d1 and d2 are data frames as suggested by Thomas in PR#18224.

• Fix for drawing semi-transparent lines and fills on the native Windows graphics device (PR#18219 and PR#16694). Thanks to Nick Ray for helpful diagnosis on Bugzilla.

• The deparser now wraps sub-expressions such as if(A) .. with parentheses when needed; thanks to Duncan Murdoch's PR#18232 and Lionel Henry's patches there.

• remove.packages() no longer tries to uninstall Priority: base packages, thanks to a report and suggestions by Colin Fay in PR#18227.

• win.metafile() now has xpinch and ypinch arguments so that the user can override Windows' (potentially wrong) guess at device dimensions.

• x[i] and x[[i]] for non-integer i should now behave in all cases as always documented: the index used is equivalent to as.integer(i) unless that would overflow where trunc(i) is used instead; thanks to Suharto Anggono's report and patch proposals in PR#17977.

• asOneSidedFormula() now associates the resulting formula with the global environment rather than the evaluation environment created for the call.

• <bibentry>$name now matches the field name case-insensitively, consistent with bibentry() creation and the replacement method.

• cbind() failed to detect some length mismatches with a mixture of time-series and non-time-series inputs.

• The default LaTeX style file ‘Sweave.sty’ used by the RweaveLatex driver no longer loads the obsolete ‘⁠ae⁠’ package; thanks to a report by Thomas Soeiro in PR#18271. Furthermore, it now skips ‘⁠\usepackage[T1]{fontenc}⁠’ for engines other than pdfTeX (if detected) or if the new ‘⁠[nofontenc]⁠’ option is used.

• smooth.spline() now stores its logical cv argument more safely, fixing a rare bug when printing, and also stores n.

• smooth.spline(x,y,*) now computes the cv.crit statistic correctly, also when is.unsorted(x), fixing PR#18294.

• The data.frame method of rbind() now warns when binding not-wholly-recycling vectors, by analogy to the default method (for matrices).

• setAs() finds the correct class for name to when multiple packages define a class with that name. Thanks to Gabor Csardi for the report.

• Fix for detaching a package when two classes of the same name are present in method signatures for the same generic. Thanks to Gabor Csardi for the report.

• match.arg("", c("", "a", "B")) gives a better error message, in part from PR#17959, thanks to Elin Waring.

• R CMD Sweave --clean no longer removes pre-existing files or subdirectories (PR#18242).

• The quartz() device no longer splits polylines into subpaths. That has caused narrowly-spaced lines with many points to always look solid even when dashed line type was used due to dash phase restarts.

• Deparsing constructs such as quote(1 + `!`(2) + 3) works again as before R 3.5.0, thanks to the report and patch in PR#18284 by Suharto Anggono.

• as.list(f) for a factor f now keeps names(f), fixing PR#18309.

• qbeta(.001, .9, .009) and analogous qf() calls now return a correct value instead of NaN or wrongly 1, all with a warning; thanks to the report by Ludger Goeminne in PR#18302.

• plot.lm() failed to produce the plot of residuals vs. factor levels (i.e., which=5 when leverages are constant) for models with character predictors (PR#17840).

• interaction.plot(..., xtick = TRUE) misplaced the x-axis line (PR#18305).

• Not strictly fixing a bug, format()ing and print()ing of non-finite Date and POSIXt values NaN and \pmInf no longer show as NA but the respective string, e.g., Inf, for consistency with numeric vector's behaviour, fulfilling the wish of PR#18308.

• R CMD check no longer runs test scripts generated from corresponding ‘.Rin’ files twice and now signals an ERROR if processing an ‘.Rin’ script fails.

• tools::Rd2txt() used for plain-text help pages now renders ⁠\href⁠s (if tools::Rd2txt_options(showURLs = TRUE)) and ⁠\url⁠s with percent-encoding and standards-compliant delimiting style (angle brackets and no ‘⁠URL: ⁠’ prefix). ⁠\email⁠ is now rendered with a ‘⁠mailto:⁠’ prefix.

CHANGES IN R 4.1.3

NEW FEATURES

• The default version of Bioconductor has been changed to 3.14. (This is used by setRepositories and the menus in GUIs.)

UTILITIES

• R CMD check --as-cran has a workaround for a bug in versions of file up to at least 5.41 which mis-identify DBF files last changed in 2022 as executables.

C-LEVEL FACILITIES

• The legacy S-compatibility macros SINGLE_* in ‘R_ext/Constants.h’ (included by ‘R.h’) are deprecated and will be removed in R 4.2.0.

BUG FIXES

• Initialization of self-starting nls() models with initialization functions following the pre-R-4.1.0 API (without the ... argument) works again for now, with a deprecation warning.

• Fixed quoting of ~autodetect~ in Java setting defaults to avoid inadvertent user lookup due to leading ~, reported in PR#18231 by Harold Gutch.

• substr(., start, stop) <- v now treats negative stop values correctly. Reported with a patch in PR#18228 by Brodie Gaslam.

• Subscripting an array x without dimnames by a length(dim(x))-column character matrix gave "random" non-sense, now an error; reported in PR#18244 by Mikael Jagan.

• ...names() now matches names(list(...)) closely, fixing PR#18247.

• all.equal(*, scale = s) now works as intended when length(s) > 1, partly thanks to Michael Chirico's PR#18272.

• print(x) for long vectors x now also works for named atomic vectors or lists and prints the correct number when reaching the getOption("max.print") limit; partly thanks to a report and proposal by Hugh Parsonage to the R-devel list.

• all.equal(<selfStart>, *) no longer signals a deprecation warning.

• reformulate(*, response=r) gives a helpful error message now when length(r) > 1, thanks to Bill Dunlap's PR#18281.

• Modifying globalCallingHandlers inside withCallingHandlers() now works or fails correctly, thanks to Henrik Bengtsson's PR#18257.

• hist(<Date>, breaks = "days") and hist(<POSIXt>, breaks = "secs") no longer fail for inputs of length 1.

• qbeta(.001, .9, .009) and similar cases now converge correctly thanks to Ben Bolker's report in PR#17746.

• window(x, start, end) no longer wrongly signals “'start' cannot be after 'end'”, fixing PR#17527 and PR#18291.

• data() now checks that its (rarely used) list argument is a character vector – a couple of packages passed other types and gave incorrect results.

• which() now checks its arr.ind argument is TRUE rather coercing to logical and taking the first element – which gave incorrect results in package code.

• model.weights() and model.offset() more carefully extract their model components, thanks to Ben Bolker and Tim Taylor's R-devel post.

• list.files(recursive = TRUE) now shows all broken symlinks (previously, some of them may have been omitted, PR#18296).

CHANGES IN R 4.1.2

C-LEVEL FACILITIES

• The workaround in headers ‘R.h’ and ‘Rmath.h’ (using namespace std;) for the Oracle Developer Studio compiler is no longer needed now C++11 is required so has been removed. A couple more usages of log() (which should have been std::log()) with an int argument are reported on Solaris.

• The undocumented limit of 4095 bytes on messages from the S-compatibility macros PROBLEM and MESSAGE is now documented and longer messages will be silently truncated rather than potentially causing segfaults.

• If the R_NO_SEGV_HANDLER environment variable is non-empty, the signal handler for SEGV/ILL/BUS signals (which offers recovery user interface) is not set. This allows more reliable debugging of crashes that involve the console.

DEPRECATED AND DEFUNCT

• The legacy S-compatibility macros PROBLEM, MESSAGE, ERROR, WARN, WARNING, RECOVER, ... are deprecated and will be hidden in R 4.2.0. R's native interface of Rf_error and Rf_warning has long been preferred.

BUG FIXES

• .mapply(F, dots, .) no longer segfaults when dots is not a list and uses match.fun(F) as always documented; reported by Andrew Simmons in PR#18164.

• hist(<Date>, ...) and hist(<POSIXt>, ...) no longer pass arguments for rect() (such as col and density) to axis(). (Thanks to Sebastian Meyer's PR#18171.)

• ⁠\Sexpr{ch}⁠ now preserves Encoding(ch). (Thanks to report and patch by Jeroen Ooms in PR#18152.)

• Setting the RNG to "Marsaglia-Multicarry" e.g., by RNGkind(), now warns in more places, thanks to André Gillibert's report and patch in PR#18168.

• gray(numeric(), alpha=1/2) no longer segfaults, fixing PR#18183, reported by Till Krenz.

• Fixed dnbinom(x, size=<very_small>, .., log=TRUE) regression, reported by Martin Morgan.

• as.Date.POSIXlt(x) now keeps names(x), thanks to Davis Vaughan's report and patch in PR#18188.

• model.response() now strips an "AsIs" class typically, thanks to Duncan Murdoch's report and other discussants in PR#18190.

• try() is considerably faster in case of an error and long call, as e.g., from some do.call(). Thanks to Alexander Kaever's suggestion posted to R-devel.

• qqline(y = <object>) such as y=I(.), now works, see also PR#18190.

• Non-integer mgp par() settings are now handled correctly in axis() and mtext(), thanks to Mikael Jagan and Duncan Murdoch's report and suggestion in PR#18194.

• formatC(x) returns length zero character() now, rather than "" when x is of length zero, as documented, thanks to Davis Vaughan's post to R-devel.

• removeSource(fn) now retains (other) attributes(fn).

CHANGES IN R 4.1.1

NEW FEATURES

• require(pkg, quietly = TRUE) is quieter and in particular does not warn if the package is not found.

DEPRECATED AND DEFUNCT

• Use of ‘⁠ftp://⁠’ URIs should be regarded as deprecated, with on-going support confined to method = "libcurl" and not routinely tested. (Nowadays no major browser supports them.)

• The non-default method = "internal" is deprecated for ‘⁠http://⁠’ and ‘⁠ftp://⁠’ URIs for both download.file and url.

• On Windows, method = "wininet" is deprecated for ‘⁠http://⁠’, ‘⁠https://⁠’ and ‘⁠ftp://⁠’ URIs for both download.file and url. (A warning is only given for ‘⁠ftp://⁠’.)

  For ‘⁠ftp://⁠’ URIs the default method is now "libcurl" if available (which it is on CRAN builds).

  method = "wininet" remains the default for ‘⁠http://⁠’ and ‘⁠https://⁠’ URIs but if libcurl is available, using method = "libcurl" is preferred.

INSTALLATION

• make check now works also without a LaTeX installation. (Thanks to Sebastian Meyer's PR#18103.)

BUG FIXES

• make check-devel works again in an R build configured with --without-recommended-packages.

• qnbinom(p, size, mu) for large size/mu is correct now in a range of cases (PR#18095); similarly for the (size, prob) parametrization of the negative binomial. Also qpois() and qbinom() are better and or faster for extreme cases. The underlying C code has been modularized and is common to all four cases of discrete distributions.

• gap.axis is now part of the axis() arguments which are passed from bxp(), and hence boxplot(). (Thanks to Martin Smith's report and suggestions in PR#18109.)

• .First and .Last can again be set from the site profile.

• seq.int(from, to, *) and seq.default(..) now work better in large range cases where from-to is infinite where the two boundaries are finite.

• all.equal(x,y) now returns TRUE correctly also when several entries of abs(x) and abs(y) are close to .Machine$double.xmax, the largest finite numeric.

• model.frame() now clears the object bit when removing the class attribute of a value via na.action (PR#18100).

• charClass() now works with multi-character strings on Windows (PR#18104, fixed by Bill Dunlap).

• encodeString() on Solaris now works again in Latin-1 encoding on characters represented differently in UTF-8. Support for surrogate pairs on Solaris has been improved.

• file.show() on Windows now works with non-ASCII path names representable in the current native encoding (PR#18132).

• Embedded R on Windows can now find R home directory via the registry even when installed only for the current user (PR#18135).

• pretty(x) with finite x now returns finite values also in the case where the extreme x values are close in size to the maximal representable number .Machine$double.xmax.

  Also, it's been tweaked for very small ranges and when a boundary is close (or equal) to zero; e.g., pretty(c(0,1e-317)) no longer has negative numbers, currently still warning about a very small range, and pretty(2^-(1024 - 2^-1/(c(24,10)))) is more accurate.

• The error message for not finding vignette files when weaving has correct file sizes now. (Thanks to Sebastian Meyer's PR#18154.)

• dnbinom(20, <large>, 1) now correctly gives 0, and similar cases are more accurate with underflow precaution. (Reported by Francisco Vera Alcivar in PR#18072.)

CHANGES IN R 4.1.0

FUTURE DIRECTIONS

• It is planned that the 4.1.x series will be the last to support 32-bit Windows, with production of binary packages for that series continuing until early 2023.

SIGNIFICANT USER-VISIBLE CHANGES

• Data set esoph in package datasets now provides the correct numbers of controls; previously it had the numbers of cases added to these. (Reported by Alexander Fowler in PR#17964.)

NEW FEATURES

• ‘⁠www.omegahat.net⁠’ is no longer one of the repositories known by default to setRepositories(). (Nowadays it only provides source packages and is often unavailable.)

• Function package_dependencies() (in package tools) can now use different dependency types for direct and recursive dependencies.

• The checking of the size of tarball in R CMD check --as-cran <pkg> may be tweaked via the new environment variable _R_CHECK_CRAN_INCOMING_TARBALL_THRESHOLD_, as suggested in PR#17777 by Jan Gorecki.

• Using c() to combine a factor with other factors now gives a factor, an ordered factor when combining ordered factors with identical levels.

• apply() gains a simplify argument to allow disabling of simplification of results.

• The format() method for class "ftable" gets a new option justify. (Suggested by Thomas Soeiro.)

• New ...names() utility. (Proposed by Neal Fultz in PR#17705.)

• type.convert() now warns when its as.is argument is not specified, as the help file always said it should. In that case, the default is changed to TRUE in line with its change in read.table() (related to stringsAsFactors) in R 4.0.0.

• When printing list arrays, classed objects are now shown via their format() value if this is a short enough character string, or by giving the first elements of their class vector and their length.

• capabilities() gets new entry "Rprof" which is TRUE when R has been configured with the equivalent of --enable-R-profiling (as it is by default). (Related to Michael Orlitzky's report PR#17836.)

• str(xS4) now also shows extraneous attributes of an S4 object xS4.

• Rudimentary support for vi-style tags in rtags() and R CMD rtags has been added. (Based on a patch from Neal Fultz in PR#17214.)

• checkRdContents() is now exported from tools; it and also checkDocFiles() have a new option chkInternal allowing to check Rd files marked with keyword "internal" as well. The latter can be activated for R CMD check via environment variable _R_CHECK_RD_INTERNAL_TOO_.

• New functions numToBits() and numToInts() extend the raw conversion utilities to (double precision) numeric.

• Functions URLencode() and URLdecode() in package utils now work on vectors of URIs. (Based on patch from Bob Rudis submitted with PR#17873.)

• path.expand() can expand ‘⁠~user⁠’ on most Unix-alikes even when readline is not in use. It tries harder to expand ‘⁠~⁠’, for example should environment variable HOME be unset.

• For HTML help (both dynamic and static), Rd file links to help pages in external packages are now treated as references to topics rather than file names, and fall back to a file link only if the topic is not found in the target package. The earlier rule which prioritized file names over topics can be restored by setting the environment variable _R_HELP_LINKS_TO_TOPICS_ to a false value.

• c() now removes NULL arguments before dispatching to methods, thus simplifying the implementation of c() methods, but for back compatibility keeps NULL when it is the first argument. (From a report and patch proposal by Lionel Henry in PR#17900.)

• Vectorize()'s result function's environment no longer keeps unneeded objects.

• Function ...elt() now propagates visibility consistently with ..n. (Thanks to Lionel Henry's PR#17905.)

• capture.output() no longer uses non-standard evaluation to evaluate its arguments. This makes evaluation of functions like parent.frame() more consistent. (Thanks to Lionel Henry's PR#17907.)

• packBits(bits, type="double") now works as inverse of numToBits(). (Thanks to Bill Dunlap's proposal in PR#17914.)

• curlGetHeaders() has two new arguments, timeout to specify the timeout for that call (overriding getOption("timeout")) and TLS to specify the minimum TLS protocol version to be used for https:// URIs (inter alia providing a means to check for sites using deprecated TLS versions 1.0 and 1.1).

• For nls(), an optional constant scaleOffset may be added to the denominator of the relative offset convergence test for cases where the fit of a model is expected to be exact, thanks to a proposal by John Nash. nls(*, trace=TRUE) now also shows the convergence criterion.

• Numeric differentiation via numericDeriv() gets new optional arguments eps and central, the latter for taking central divided differences. The latter can be activated for nls() via nls.control(nDcentral = TRUE).

• nls() now passes the trace and control arguments to getInitial(), notably for all self-starting models, so these can also be fit in zero-noise situations via a scaleOffset. For this reason, the initial function of a selfStart model must now have ... in its argument list.

• bquote(splice = TRUE) can now splice expression vectors with attributes: this makes it possible to splice the result of parse(keep.source = TRUE). (Report and patch provided by Lionel Henry in PR#17869.)

• textConnection() gets an optional name argument.

• get(), exists(), and get0() now signal an error if the first argument has length greater than 1. Previously additional elements were silently ignored. (Suggested by Antoine Fabri on R-devel.)

• R now provides a shorthand notation for creating functions, e.g. \(x) x + 1 is parsed as function(x) x + 1.

• R now provides a simple native forward pipe syntax |>. The simple form of the forward pipe inserts the left-hand side as the first argument in the right-hand side call. The pipe implementation as a syntax transformation was motivated by suggestions from Jim Hester and Lionel Henry.

• all.equal(f, g) for functions now by default also compares their environment(.)s, notably via new all.equal method for class function. Comparison of nls() fits, e.g., may now need all.equal(m1, m2, check.environment = FALSE).

• .libPaths() gets a new option include.site, allowing to not include the site library. (Thanks to Dario Strbenac's suggestion and Gabe Becker's PR#18016.)

• Lithuanian translations are now available. (Thanks to Rimantas Žakauskas.)

• names() now works for DOTSXP objects. On the other hand, in ‘R-lang’, the R language manual, we now warn against relying on the structure or even existence of such dot-dot-dot objects.

• all.equal() no longer gives an error on DOTSXP objects.

• capabilities("cairo") now applies only to the file-based devices as it is now possible (if very unusual) to build R with Cairo support for those but not for X11().

• There is optional support for tracing the progress of loadNamespace() — see its help.

• (Not Windows.) l10n_info() reports an additional element, the name of the encoding as reported by the OS (which may differ from the encoding part (if any) of the result from Sys.getlocale("LC_CTYPE")).

• New function gregexec() which generalizes regexec() to find all disjoint matches and all substrings corresponding to parenthesized subexpressions of the given regular expression. (Contributed by Brodie Gaslam.)

• New function charClass() in package utils to query the wide-character classification functions in use (such as iswprint).

• The names of quantile()'s result no longer depend on the global getOption("digits"), but quantile() gets a new optional argument digits = 7 instead.

• grep(), sub(), regexp and variants work considerably faster for long factors with few levels. (Thanks to Michael Chirico's PR#18063.)

• Provide grouping of x11() graphics windows within a window manager such as Gnome or Unity; thanks to a patch by Ivan Krylov posted to R-devel.

• The split() method for class data.frame now allows the f argument to be specified as a formula.

• sprintf now warns on arguments unused by the format string.

• New palettes "Rocket" and "Mako" for hcl.colors() (approximating palettes of the same name from the viridisLite package).

  Contributed by Achim Zeileis.

• The base environment and its namespace are now locked (so one can no longer add bindings to these or remove from these).

• Rterm handling of multi-byte characters has been improved, allowing use of such characters when supported by the current locale.

• Rterm now accepts ALT+ +xxxxxxxx sequences to enter Unicode characters as hex digits.

• Environment variable LC_ALL on Windows now takes precedence over LC_CTYPE and variables for other supported categories, matching the POSIX behaviour.

• duplicated() and anyDuplicated() are now optimized for integer and real vectors that are known to be sorted via the ALTREP framework. Contributed by Gabriel Becker via PR#17993.

GRAPHICS

• The graphics engine version, R_GE_version, has been bumped to 14 and so packages that provide graphics devices should be reinstalled.

• Graphics devices should now specify deviceVersion to indicate what version of the graphics engine they support.

• Graphics devices can now specify deviceClip. If TRUE, the graphics engine will never perform any clipping of output itself.

  The clipping that the graphics engine does perform (for both canClip = TRUE and canClip = FALSE) has been improved to avoid producing unnecessary artifacts in clipped output.

• The grid package now allows gpar(fill) to be a linearGradient(), a radialGradient(), or a pattern(). The viewport(clip) can now also be a grob, which defines a clipping path, and there is a new viewport(mask) that can also be a grob, which defines a mask.

  These new features are only supported so far on the Cairo-based graphics devices and on the pdf() device.

• (Not Windows.) A warning is given when a Cairo-based type is specified for a png(), jpeg(), tiff() or bmp() device but Cairo is unsupported (so type = "Xlib" is tried instead).

• grSoftVersion() now reports the versions of FreeType and FontConfig if they are used directly (not via Pango), as is most commonly done on macOS.

C-LEVEL FACILITIES

• The standalone ‘libRmath’ math library and R's C API now provide log1pexp() again as documented, and gain log1mexp().

INSTALLATION on a UNIX-ALIKE

• configure checks for a program pkgconf if program pkg-config is not found. These are now only looked for on the path (like almost all other programs) so if needed specify a full path to the command in PKG_CONFIG, for example in file ‘config.site’.

• C99 function iswblank is required – it was last seen missing ca 2003 so the workaround has been removed.

• There are new configure options --with-internal-iswxxxxx, --with-internal-towlower and --with-internal-wcwidth which allows the system functions for wide-character classification, case-switching and width (wcwidth and wcswidth) to be replaced by internal ones. The first has long been used on macOS, AIX (and Windows) but this enables it to be unselected there and selected for other platforms (it is the new default on Solaris). The second is new in this version of R and is selected by default on macOS and Solaris. The third has long been the default and remains so as it contains customizations for East Asian languages.

  System versions of these functions are often minimally implemented (sometimes only for ASCII characters) and may not cover the full range of Unicode points: for example Solaris (and Windows) only cover the Basic Multilingual Plane.

• Cairo installations without X11 are more likely to be detected by configure, when the file-based Cairo graphics devices will be available but not X11(type = "cairo").

• There is a new configure option --with-static-cairo which is the default on macOS. This should be used when only static cairo (and where relevant, Pango) libraries are available.

• Cairo-based graphics devices on platforms without Pango but with FreeType/FontConfig will make use of the latter for font selection.

LINK-TIME OPTIMIZATION on a UNIX-ALIKE

• Configuring with flag --enable-lto=R now also uses LTO when installing the recommended packages.

• R CMD INSTALL and R CMD SHLIB have a new flag --use-LTO to use LTO when compiling code, for use with R configured with --enable-lto=R. For R configured with --enable-lto, they have the new flag --no-use-LTO.

  Packages can opt in or out of LTO compilation via a ‘⁠UseLTO⁠’ field in the ‘DESCRIPTION’ file. (As usual this can be overridden by the command-line flags.)

BUILDING R on Windows

• for GCC \ge 8, FC_LEN_T is defined in ‘config.h’ and hence character lengths are passed from C to Fortran in inter alia BLAS and LAPACK calls.

• There is a new text file ‘src/gnuwin32/README.compilation’, which outlines how C/Fortran code compilation is organized and documents new features:

  • R can be built with Link-Time Optimization with a suitable compiler – doing so with GCC 9.2 showed several inconsistencies which have been corrected.

  • There is support for cross-compiling the C and Fortran code in R and standard packages on suitable (Linux) platforms. This is mainly intended to allow developers to test later versions of compilers – for example using GCC 9.2 or 10.x has detected issues that GCC 8.3 in Rtools40 does not.

  • There is experimental support for cross-building R packages with C, C++ and/or Fortran code.

• The R installer can now be optionally built to support a single architecture (only 64-bit or only 32-bit).

PACKAGE INSTALLATION

• The default C++ standard has been changed to C++14 where available (which it is on all currently checked platforms): if not (as before) C++11 is used if available otherwise C++ is not supported.

  Packages which specify C++11 will still be installed using C++11.

  C++14 compilers may give deprecation warnings, most often for std::random_shuffle (deprecated in C++14 and removed in C++17). Either specify C++11 (see ‘Writing R Extensions’) or modernize the code and if needed specify C++14. The latter has been supported since R 3.4.0 so the package's ‘DESCRIPTION’ would need to include something like

       Depends: R (>= 3.4)
  

PACKAGE INSTALLATION on Windows

• R CMD INSTALL and R CMD SHLIB make use of their flag --use-LTO when the ‘⁠LTO_OPT⁠’ make macro is set in file ‘etc/${R_ARCH}/Makeconf’ or in a personal/site ‘Makevars’ file. (For details see ‘Writing R Extensions’ §4.5.)

  This provides a valuable check on code consistency. It does work with GCC 8.3 as in Rtools40, but that does not detect everything the CRAN checks with current GCC do.

PACKAGE INSTALLATION on macOS

• The default personal library directory on builds with --enable-aqua (including CRAN builds) now differs by CPU type, one of

        ~/Library/R/x86_64/x.y/library
        ~/Library/R/arm64/x.y/library
  

  This uses the CPU type R (and hence the packages) were built for, so when a ‘⁠x86_64⁠’ build of R is run under Rosetta emulation on an ‘⁠arm64⁠’ Mac, the first is used.

UTILITIES

• R CMD check can now scan package functions for bogus return statements, which were possibly intended as return() calls (wish of PR#17180, patch by Sebastian Meyer). This check can be activated via the new environment variable _R_CHECK_BOGUS_RETURN_, true for --as-cran.

• R CMD build omits tarballs and binaries of previous builds from the top-level package directory. (PR#17828, patch by Sebastian Meyer.)

• R CMD check now runs sanity checks on the use of ‘⁠LazyData⁠’, for example that a ‘data’ directory is present and that ‘⁠LazyDataCompression⁠’ is not specified without ‘⁠LazyData⁠’ and has a documented value. For packages with large LazyData databases without specifying ‘⁠LazyDataCompression⁠’, there is a reference to the code given in ‘Writing R Extensions’ §1.1.6 to test the choice of compression (as in all the CRAN packages tested a non-default method was preferred).

• R CMD build removes ‘⁠LazyData⁠’ and ‘⁠LazyDataCompression⁠’ fields from the ‘DESCRIPTION’ file of packages without a ‘data’ directory.

ENCODING-RELATED CHANGES

• The parser now treats ‘⁠\Unnnnnnnn⁠’ escapes larger than the upper limit for Unicode points (‘⁠\U10FFFF⁠’) as an error as they cannot be represented by valid UTF-8.

  Where such escapes are used for outputting non-printable (including unassigned) characters, 6 hex digits are used (rather than 8 with leading zeros). For clarity, braces are used, for example ‘⁠\U{0effff}⁠’.

• The parser now looks for non-ASCII spaces on Solaris (as previously on most other OSes).

• There are warnings (including from the parser) on the use of unpaired surrogate Unicode points such as ‘⁠\uD834⁠’. (These cannot be converted to valid UTF-8.)

• Functions nchar(), tolower(), toupper() and chartr() and those using regular expressions have more support for inputs with a marked Latin-1 encoding.

• The character-classification functions used (by default) to replace the system iswxxxxx functions on Windows, macOS and AIX have been updated to Unicode 13.0.0.

  The character-width tables have been updated to include new assignments in Unicode 13.0.0. This included treating all control characters as having zero width.

• The code for evaluating default (extended) regular expressions now uses the same character-classification functions as the rest of R (previously they differed on Windows, macOS and AIX).

• There is a build-time option to replace the system's wide-character wctrans C function by tables shipped with R: use configure option --with-internal-towlower or (on Windows) ‘⁠-DUSE_RI18N_CASE⁠’ in ‘⁠CFLAGS⁠’ when building R. This may be needed to allow tolower() and toupper() to work with Unicode characters beyond the Basic Multilingual Plane where not supported by system functions (e.g. on Solaris where it is the new default).

• R is more careful when truncating UTF-8 and other multi-byte strings that are too long to be printed, passed to the system or libraries or placed into an internal buffer. Truncation will no longer produce incomplete multibyte characters.

DEPRECATED AND DEFUNCT

• Function plclust() from the package stats and package.dependencies(), pkgDepends(), getDepList(), installFoundDepends(), and vignetteDepends() from package tools are defunct.

• Defunct functions checkNEWS() and readNEWS() from package tools and CRAN.packages() from utils have been removed.

• R CMD config CXXCPP is defunct (it was deprecated in R 3.6.2).

• parallel::detectCores() drops support for Irix (retired in 2013).

• The LINPACK argument to chol.default(), chol2inv(), solve.default() and svd() has been defunct since R 3.1.0. It was silently ignored up to R 4.0.3 but now gives an error.

• Subsetting/indexing, such as ddd[*] or ddd$x on a DOTSXP (dot-dot-dot) object ddd has been disabled; it worked by accident only and was undocumented.

BUG FIXES

• Many more C-level allocations (mainly by malloc and strdup) are checked for success with suitable alternative actions.

• Bug fix for replayPlot(); this was turning off graphics engine display list recording if a recorded plot was replayed in the same session. The impact of the bug became visible if resize the device after replay OR if attempted another savePlot() after replay (empty display list means empty screen on resize or empty saved plot).

• R CMD check etc now warn when a package exports non-existing S4 classes or methods, also in case of no “methods” presence. (Reported by Alex Bertram; reproducible example and patch by Sebastian Meyer in PR#16662.)

• boxplot() now also accepts calls for labels such as ylab, the same as plot(). (Reported by Marius Hofert.)

• The help page for xtabs() now correctly states that addNA is setting na.action = na.pass among others. (Reported as PR#17770 by Thomas Soeiro.)

• The R CMD check <pkg> gives a longer and more comprehensible message when ‘DESCRIPTION’ misses dependencies, e.g., in Imports:. (Thanks to the contributors of PR#17179.)

• update.default() now calls the generic update() on the formula to work correctly for models with extended formulas. (As reported and suggested by Neal Fultz in PR#17865.)

• The horizontal position of leaves in a dendrogram is now correct also with center = FALSE. (PR#14938, patch from Sebastian Meyer.)

• all.equal.POSIXt() no longer warns about and subsequently ignores inconsistent "tzone" attributes, but describes the difference in its return value (PR#17277). This check can be disabled via the new argument check.tzone = FALSE as suggested by Sebastian Meyer.

• as.POSIXct() now populates the "tzone" attribute from its tz argument when x is a logical vector consisting entirely of NA values.

• x[[2^31]] <- v now works. (Thanks to the report and patch by Suharto Anggono in PR#17330.)

• In log-scale graphics, axis() ticks and label positions are now computed more carefully and symmetrically in their range, typically providing more ticks, fulfilling wishes in PR#17936. The change really corresponds to an improved axisTicks() (package grDevices), potentially influencing grid and lattice, for example.

• qnorm(<very large negative>, log.p=TRUE) is now correct to at least five digits where it was catastrophically wrong, previously.

• sum(df) and similar "Summary"- and "Math"-group member functions now work for data frames df with logical columns, notably also of zero rows. (Reported to R-devel by Martin “b706”.)

• unsplit() had trouble with tibbles due to unsound use of rep(NA, len)-indexing, which should use NA_integer_ (Reported to R-devel by Mario Annau.)

• pnorm(x, log.p = TRUE) underflows to -Inf slightly later.

• show(<hidden S4 generic>) prints better and without quotes for non-hidden S4 generics.

• read.table() and relatives treated an "NA" column name as missing when check.names = FALSE PR#18007.

• Parsing strings containing UTF-16 surrogate pairs such as "\uD834\uDD1E" works better on some (uncommon) platforms. sprintf("%X", utf8ToInt("\uD834\uDD1E")) should now give "1D11E" on all platforms.

• identical(x,y) is no longer true for differing DOTSXP objects, fixing PR#18032.

• str() now works correctly for DOTSXP and related exotics, even when these are doomed.

  Additionally, it no longer fails for lists with a class and “irregular” method definitions such that e.g. lapply(*) will necessarily fail, as currently for different igraph objects.

• Message translation domains, e.g., for errors and warnings, are now correctly determined also when e.g., a base function is called from “top-level” function (i.e., defined in globalenv()), thanks to a patch from Joris Goosen fixing PR#17998.

• Too long lines in environment files (e.g., ‘Renviron’) no longer crash R. This limit has been increased to 100,000 bytes. (PR#18001.)

• There is a further workaround for FreeType giving incorrect italic font faces with cairo-based graphics devices on macOS.

• add_datalist(*, force = TRUE) (from package tools) now actually updates an existing ‘data/datalist’ file for new content. (Thanks to a report and patch by Sebastian Meyer in PR#18048.)

• cut.Date() and cut.POSIXt() could produce an empty last interval for breaks = "months" or breaks = "years". (Reported as PR#18053 by Christopher Carbone.)

• Detection of the encoding of ‘regular’ macOS locales such as ‘⁠en_US⁠’ (which is UTF-8) had been broken by a macOS change: fortunately these are now rarely used with ‘⁠en_US.UTF-8⁠’ being preferred.

• sub() and gsub(pattern, repl, x, *) now keep attributes of x such as names() also when pattern is NA (PR#18079).

• Time differences ("difftime" objects) get a replacement and a rep() method to keep "units" consistent. (Thanks to a report and patch by Nicolas Bennett in PR#18066.)

• The ⁠\RdOpts⁠ macro, setting defaults for ⁠\Sexpr⁠ options in an Rd file, had been ineffective since R 2.12.0: it now works again. (Thanks to a report and patch by Sebastian Meyer in PR#18073.)

• mclapply and pvec no longer accidentally terminate parallel processes started before by mcparallel or related calls in package parallel (PR#18078).

• grep and other functions for evaluating (extended) regular expressions handle in Unicode also strings not explicitly flagged UTF-8, but flagged native when running in UTF-8 locale.

• Fixed a crash in fifo implementation on Windows (PR#18031).

• Binary mode in fifo on Windows is now properly detected from argument open (PR#15600, PR#18031).

CHANGES IN R 4.0.5

BUG FIXES

• The change to the internal table in R 4.0.4 for iswprint has been reverted: it contained some errors in printability of ‘East Asian’ characters.

• For packages using ‘⁠LazyData⁠’, R CMD build ignored the --resave-data option and the ‘⁠BuildResaveData⁠’ field of the ‘DESCRIPTION’ file (in R versions 4.0.0 to 4.0.4).

CHANGES IN R 4.0.4

NEW FEATURES

• File ‘share/texmf/tex/latex/jss.cls’ has been updated to work with LaTeX versions since Oct 2020.

• Unicode character width tables (as used by nchar(, type = "w")) have been updated to Unicode 12.1 by Brodie Gaslam (PR#17781), including many emoji.

• The internal table for iswprint (used on Windows, macOS and AIX) has been updated to include many recent Unicode characters.

INSTALLATION on a UNIX-ALIKE

• If an external BLAS is specified by --with-blas=foo or via environment variable BLAS_LIBS is not found, this is now a configuration error. The previous behaviour was not clear from the documentation: it was to continue the search as if --with-blas=yes was specified.

BUG FIXES

• all.equal(x,y) now “sees” the two different NAs in factors, thanks to Bill Dunlap and others in PR#17897.

• (~ NULL)[1] and similar formula subsetting now works, thanks to a report and patch by Henrik Bengtsson in PR#17935. Additionally, subsetting leaving an empty formula now works too, thanks to suggestions by Suharto Anggono.

• .traceback(n) keeps source references again, as before R 4.0.0, fixing a regression; introduced by the PR#17580, reported including two patch proposals by Brodie Gaslam.

• unlist(plst, recursive=FALSE) no longer drops content for pairlists with list components, thanks to the report and patch by Suharto Anggono in PR#17950.

• iconvlist() now also works on MUSL based (Linux) systems, from a report and patch suggestion by Wesley Chan in PR#17970.

• round() and signif() no longer tolerate wrong argument names, notably in 1-argument calls; reported by Shane Mueller on R-devel (mailing list); later reported as PR#17976.

• .Machine has longdouble.* elements only if capabilities("long.double") is true, as documented. (Previously they were included if the platform had long double identical to double, as ARM does.)

• p.adjust(numeric(), n=0) now works, fixing PR#18002.

• identical(x,y) no longer prints "Unknown Type .." for typeof(x) == "..." objects.

• Fix (auto-)print()ing of named complex vectors, see PR#17868 and PR#18019.

• all.equal(<language>, <...>) now works, fixing PR#18029.

• as.data.frame.list(L, row.names=NULL) now behaves in line with data.frame(), disregarding names of components of L, fixing PR#18034, reported by Kevin Tappe.

• checkRdaFiles(ff)$version is now correct also when ff contains files of different versions, thanks to a report and patch from Sebastian Meyer in PR#18041.

• macOS: Quartz device live drawing could fail (no plot is shown) if the system changes the drawing context after view update (often the case since macOS Big Sur). System log may show "CGContextDelegateCreateForContext: invalid context" error.

CHANGES IN R 4.0.3

NEW FEATURES

• On platforms using configure option --with-internal-tzcode, additional values "internal" and (on macOS only) "macOS" are accepted for the environment variable TZDIR. (See ?TZDIR.)

  On macOS, "macOS" is used by default if the system timezone database is a newer version than that in the R installation.

• When install.packages(type = "source") fails to find a package in a repository it mentions package versions which are excluded by their R version requirement and links to hints on why a package might not be found.

• The default value for options("timeout") can be set from environment variable R_DEFAULT_INTERNET_TIMEOUT, still defaulting to 60 (seconds) if that is not set or invalid.

  This may be needed when child R processes are doing downloads, for example during the installation of source packages which download jars or other forms of data.

LINK-TIME OPTIMIZATION on a UNIX-ALIKE

• There is now support for parallelized Link-Time Optimization (LTO) with GCC and for ‘thin’ LTO with clang via setting the ‘⁠LTO⁠’ macro.

• There is support for setting a different LTO flag for the Fortran compiler, including to empty when mixing clang and gfortran (as on macOS). See file ‘config.site’.

• There is a new ‘⁠LTO_LD⁠’ macro to set linker options for LTO compilation, for example to select an alternative linker or to parallelize thin LTO.

DEPRECATED AND DEFUNCT

• The LINPACK argument to chol.default(), chol2inv(), solve.default() and svd() has been defunct since R 3.1.0. Using it now gives a warning which will become an error in R 4.1.0.

BUG FIXES

• The code mitigating stack overflow with PCRE regexps on very long strings is enabled for PCRE2 < 10.30 also when JIT is enabled, since stack overflows have been seen in that case.

• Fix to correctly show the group labels in dotchart() (which where lost in the ylab improvement for R 4.0.0).

• addmargins(*, ..) now also works when fn() is a local function, thanks to bug report and patch PR#17124 from Alex Bertram.

• rank(x) and hence sort(x) now work when x is an object (as per is.object(x)) of type "raw" and provides a valid `[` method, e.g., for gmp::as.bigz(.) numbers.

• chisq.test(*, simulate.p.value=TRUE) and r2dtable() now work correctly for large table entries (in the millions). Reported by Sebastian Meyer and investigated by more helpers in PR#16184.

• Low-level socket read/write operations have been fixed to correctly signal communication errors. Previously, such errors could lead to a segfault due to invalid memory access. Reported and debugged by Dmitriy Selivanov in PR#17850.

• quantile(x, pr) works more consistently for pr values slightly outside [0,1], thanks to Suharto Anggono's PR#17891.

  Further, quantile(x, prN, names=FALSE) now works even when prN contains NAs, thanks to Anggono's PR#17892. Ditto for ordered factors or Date objects when type = 1 or 3, thanks to PR#17899.

• Libcurl-based internet access, including curlGetHeaders(), was not respecting the "timeout" option. If this causes unanticipated timeouts, consider increasing the default by setting R_DEFAULT_INTERNET_TIMEOUT.

• as.Date(<char>) now also works with an initial "", thanks to Michael Chirico's PR#17909.

• isS3stdGeneric(f) now detects an S3 generic also when it it is trace()d, thanks to Gabe Becker's PR#17917.

• R_allocLD() has been fixed to return memory aligned for long double type PR#16534.

• fisher.test() no longer segfaults when called again after its internal stack has been exceeded PR#17904.

• Accessing a long vector represented by a compact integer sequence no longer segfaults (reported and debugged by Hugh Parsonage).

• duplicated() now works also for strings with multiple encodings inside a single vector PR#17809.

• phyper(11, 15, 0, 12, log.p=TRUE) no longer gives NaN; reported as PR#17271 by Alexey Stukalov.

• Fix incorrect calculation in logLik.nls() PR#16100, patch from Sebastian Meyer.

• A very old bug could cause a segfault in model.matrix() when terms involved logical variables. Part of PR#17879.

• model.frame.default() allowed data = 1, leading to involuntary variable capture (rest of PR#17879).

• tar() no longer skips non-directory files, thanks to a patch by Sebastian Meyer, fixing the remaining part of PR#16716.

CHANGES IN R 4.0.2

UTILITIES

• R CMD check skips vignette re-building (with a warning) if the ‘⁠VignetteBuilder⁠’ package(s) are not available.

BUG FIXES

• Paths with non-ASCII characters caused problems for package loading on Windows PR#17833.

• Using tcltk widgets no longer crashes R on Windows.

• source(*, echo=TRUE) no longer fails in some cases with empty lines; reported by Bill Dunlap in PR#17769.

• on.exit() now correctly matches named arguments, thanks to PR#17815 (including patch) by Brodie Gaslam.

• regexpr(*, perl=TRUE) no longer returns incorrect positions into text containing characters outside of the Unicode Basic Multilingual Plane on Windows.

CHANGES IN R 4.0.1

NEW FEATURES

• paste() and paste0() gain a new optional argument recycle0. When set to true, zero-length arguments are recycled leading to character(0) after the sep-concatenation, i.e., to the empty string "" if collapse is a string and to the zero-length value character(0) when collapse = NULL.

  A package whose code uses this should depend on ‘⁠R (>= 4.0.1)⁠’.

• The summary(<warnings>) method now maps the counts correctly to the warning messages.

BUG FIXES

• aov(frml, ...) now also works where the formula deparses to more than 500 characters, thanks to a report and patch proposal by Jan Hauffa.

• Fix a dozen places (code, examples) as Sys.setlocale() returns the new rather than the previous setting.

• Fix for adding two complex grid units via sum(). Thanks to Gu Zuguang for the report and Thomas Lin Pedersen for the patch.

• Fix parallel::mclapply(..., mc.preschedule=FALSE) to handle raw vector results correctly. PR#17779

• Computing the base value, i.e., 2, “everywhere”, now uses FLT_RADIX, as the original ‘machar’ code looped indefinitely on the ppc64 architecture for the longdouble case.

• In R 4.0.0, sort.list(x) when is.object(x) was true, e.g., for x <- I(letters), was accidentally using method = "radix". Consequently, e.g., merge(<data.frame>) was much slower than previously; reported in PR#17794.

• plot(y ~ x, ylab = quote(y[i])) now works, as e.g., for xlab; related to PR#10525.

• parallel::detect.cores(all.tests = TRUE) tries a matching OS name before the other tests (which were intended only for unknown OSes).

• Parse data for raw strings is now recorded correctly. Reported by Gabor Csardi.

CHANGES IN R 4.0.0

SIGNIFICANT USER-VISIBLE CHANGES

• Packages need to be (re-)installed under this version (4.0.0) of R.

• matrix objects now also inherit from class "array", so e.g., class(diag(1)) is c("matrix", "array"). This invalidates code incorrectly assuming that class(matrix_obj)) has length one.

  S3 methods for class "array" are now dispatched for matrix objects.

• There is a new syntax for specifying raw character constants similar to the one used in C++: r"(...)" with ... any character sequence not containing the sequence ‘⁠)"⁠’. This makes it easier to write strings that contain backslashes or both single and double quotes. For more details see ?Quotes.

• R now uses a ‘⁠stringsAsFactors = FALSE⁠’ default, and hence by default no longer converts strings to factors in calls to data.frame() and read.table().

  A large number of packages relied on the previous behaviour and so have needed/will need updating.

• The plot() S3 generic function is now in package base rather than package graphics, as it is reasonable to have methods that do not use the graphics package. The generic is currently re-exported from the graphics namespace to allow packages importing it from there to continue working, but this may change in future.

  Packages which define S4 generics for plot() should be re-installed and package code using such generics from other packages needs to ensure that they are imported rather than rely on their being looked for on the search path (as in a namespace, the base namespace has precedence over the search path).

REFERENCE COUNTING

• Reference counting is now used instead of the NAMED mechanism for determining when objects can be safely mutated in base C code. This reduces the need for copying in some cases and should allow further optimizations in the future. It should help make the internal code easier to maintain.

  This change is expected to have almost no impact on packages using supported coding practices in their C/C++ code.

MIGRATION TO PCRE2

• This version of R is built against the PCRE2 library for Perl-like regular expressions, if available. (On non-Windows platforms PCRE1 can optionally be used if PCRE2 is not available at build time.) The version of PCRE in use can be obtained via extSoftVersion(): PCRE1 (formerly known as ‘PCRE’) has versions <= 8, PCRE2 versions >= 10.

• Making PCRE2 available when building R from source is strongly recommended (preferably version 10.30 or later) as PCRE1 is no longer developed: version 8.44 is ‘likely to be the final release’.

• PCRE2 reports errors for some regular expressions that were accepted by PCRE1. A hyphen now has to be escaped in a character class to be interpreted as a literal (unless first or last in the class definition). ‘⁠\R⁠’, ‘⁠\B⁠’ and ‘⁠\X⁠’ are no longer allowed in character classes (PCRE1 treated these as literals).

• Option PCRE_study is no longer used with PCRE2, and is reported as FALSE when that is in use.

NEW FEATURES

• assertError() and assertWarning() (in package tools) can now check for specific error or warning classes via the new optional second argument classes (which is not back compatible with previous use of an unnamed second argument).

• DF2formula(), the utility for the data frame method of formula(), now works without parsing and explicit evaluation, starting from Suharto Anggono's suggestion in PR#17555.

• approxfun() and approx() gain a new argument na.rm defaulting to true. If set to false, missing y values now propagate into the interpolated values.

• Long vectors are now supported as the seq argument of a for() loop.

• str(x) gets a new deparse.lines option with a default to speed it up when x is a large call object.

• The internal traceback object produced when an error is signalled (.Traceback), now contains the calls rather than the deparse()d calls, deferring the deparsing to the user-level functions .traceback() and traceback(). This fulfils the wish of PR#17580, reported including two patch proposals by Brodie Gaslam.

• data.matrix() now converts character columns to factors and from this to integers.

• package.skeleton() now explicitly lists all exports in the ‘NAMESPACE’ file.

• New function .S3method() to register S3 methods in R scripts.

• file.path() has some support for file paths not in the session encoding, e.g. with UTF-8 inputs in a non-UTF-8 locale the output is marked as UTF-8.

• Most functions with file-path inputs will give an explicit error if a file-path input in a marked encoding cannot be translated (to the native encoding or in some cases on Windows to UTF-8), rather than translate to a different file path using escapes. Some (such as dir.exists(), file.exists(), file.access(), file.info(), list.files(), normalizePath() and path.expand()) treat this like any other non-existent file, often with a warning.

• There is a new help document accessed by help("file path encoding") detailing how file paths with marked encodings are handled.

• New function list2DF() for creating data frames from lists of variables.

• iconv() has a new option sub = "Unicode" to translate UTF-8 input invalid in the ‘⁠to⁠’ encoding using ‘⁠<U+xxxx>⁠’ escapes.

• There is a new function infoRDS() providing information about the serialization format of a serialized object.

• S3 method lookup now by default skips the elements of the search path between the global and base environments.

• Added an argument add_datalist(*, small.size = 0) to allow the creation of a ‘data/datalist’ file even when the total size of the data sets is small.

• The backquote function bquote() has a new argument splice to enable splicing a computed list of values into an expression, like ,@ in LISP's backquote.

• The formula interface to t.test() and wilcox.test() has been extended to handle one-sample and paired tests.

• The palette() function has a new default set of colours (which are less saturated and have better accessibility properties). There are also some new built-in palettes, which are listed by the new palette.pals() function. These include the old default palette under the name "R3". Finally, the new palette.colors() function allows a subset of colours to be selected from any of the built-in palettes.

• n2mfrow() gains an option asp = 1 to specify the aspect ratio, fulfilling the wish and extending the proposal of Michael Chirico in PR#17648.

• For head(x, n) and tail() the default and other S3 methods notably for vector n, e.g. to get a “corner” of a matrix, has been extended to array's of higher dimension thanks to the patch proposal by Gabe Becker in PR#17652. Consequently, optional argument addrownums is deprecated and replaced by the (more general) argument keepnums. An invalid second argument n now leads to typically more easily readable error messages.

• New function .class2() provides the full character vector of class names used for S3 method dispatch.

• Printing methods(..) now uses a new format() method.

• sort.list(x) now works for non-atomic objects x and method = "auto" (the default) or "radix" in cases order(x) works, typically via a xtfrm() method.

• Where they are available, writeBin() allows long vectors.

• New function deparse1() produces one string, wrapping deparse(), to be used typically in deparse1(substitute(*)), e.g., to fix PR#17671.

• wilcox.test() enhancements: In the (non-paired) two-sample case, Inf values are treated as very large for robustness consistency. If exact computations are used, the result now has "exact" in the method element of its return value. New arguments tol.root and digits.rank where the latter may be used for stability to treat very close numbers as ties.

• readBin() and writeBin() now report an error for an invalid endian value. The affected code needs to be fixed with care as the old undocumented behavior was to swap endian-ness in such cases.

• sequence() is now an S3 generic with an internally implemented default method, and gains arguments to generate more complex sequences. Based on code from the S4Vectors Bioconductor package and the advice of Hervé Pagès.

• print()'s default method and many other methods (by calling the default eventually and passing ...) now make use of a new optional width argument, avoiding the need for the user to set and reset options("width").

• memDecompress() supports the RFC 1952 format (e.g. in-memory copies of gzip-compressed files) as well as RFC 1950.

• memCompress() and memDecompress() support long raw vectors for types "gzip" and "zx".

• sweep() and slice.index() can now use names of dimnames for their MARGIN argument (apply has had this for almost a decade).

• New function proportions() and marginSums(). These should replace the unfortunately named prop.table() and margin.table(). They are drop-in replacements, but also add named-margin functionality. The old function names are retained as aliases for back-compatibility.

• Functions rbinom(), rgeom(), rhyper(), rpois(), rnbinom(), rsignrank() and rwilcox() which have returned integer since R 3.0.0 and hence NA when the numbers would have been outside the integer range, now return double vectors (without NAs, typically) in these cases.

• matplot(x,y) (and hence matlines() and matpoints()) now call the corresponding methods of plot() and lines(), e.g, when x is a "Date" or "POSIXct" object; prompted by Spencer Graves' suggestion.

• stopifnot() now allows customizing error messages via argument names, thanks to a patch proposal by Neal Fultz in PR#17688.

• unlink() gains a new argument expand to disable wildcard and tilde expansion. Elements of x of value "~" are now ignored.

• mle() in the stats4 package has had its interface extended so that arguments to the negative log-likelihood function can be one or more vectors, with similar conventions applying to bounds, start values, and parameter values to be kept fixed. This required a minor extension to class "mle", so saved objects from earlier versions may need to be recomputed.

• The default for pdf() is now useDingbats = FALSE.

• The default fill colour for hist() and boxplot() is now col = "lightgray".

• The default order of the levels on the y-axis for spineplot() and cdplot() has been reversed.

• If the R_ALWAYS_INSTALL_TESTS environment variable is set to a true value, R CMD INSTALL behaves as if the --install-tests option is always specified. Thanks to Reinhold Koch for the suggestion.

• New function R_user_dir() in package tools suggests paths appropriate for storing R-related user-specific data, configuration and cache files.

• capabilities() gains a new logical option Xchk to avoid warnings about X11-related capabilities.

• The internal implementation of grid units has changed, but the only visible effects at user-level should be

  • a slightly different print format for some units (especially unit arithmetic),

  • faster performance (for unit operations) and

  • two new functions unitType() and unit.psum().

  Based on code contributed by Thomas Lin Pedersen.

• When internal dispatch for rep.int() and rep_len() fails, there is an attempt to dispatch on the equivalent call to rep().

• Object .Machine now contains new longdouble.* entries (when R uses long doubles internally).

• news() has been enhanced to cover the news on R 3.x and 2.x.

• For consistency, N <- NULL; N[[1]] <- val now turns N into a list also when val) has length one. This enables dimnames(r1)[[1]] <- "R1" for a 1-row matrix r1, fixing PR#17719 reported by Serguei Sokol.

• deparse(..), dump(..), and dput(x, control = "all") now include control option "digits17" which typically ensures 1:1 invertibility. New option control = "exact" ensures numeric exact invertibility via "hexNumeric".

• When loading data sets via read.table(), data() now uses ‘⁠LC_COLLATE=C⁠’ to ensure locale-independent results for possible string-to-factor conversions.

• A server socket connection, a new connection type representing a listening server socket, is created via serverSocket() and can accept multiple socket connections via socketAccept().

• New function socketTimeout() changes the connection timeout of a socket connection.

• The time needed to start a homogeneous ‘⁠PSOCK⁠’ cluster on ‘⁠localhost⁠’ with many nodes has been significantly reduced (package parallel).

• New globalCallingHandlers() function to establish global condition handlers. This allows registering default handlers for specific condition classes. Developed in collaboration with Lionel Henry.

• New function tryInvokeRestart() to invoke a specified restart if one is available and return without signaling an error if no such restart is found. Contributed by Lionel Henry in PR#17598.

• str(x) now shows the length of attributes in some cases for a data frame x.

• Rprof() gains a new argument filter.callframes to request that intervening call frames due to lazy evaluation or explicit eval() calls be omitted from the recorded profile data. Contributed by Lionel Henry in PR#17595.

• The handling of ${FOO-bar} and ${FOO:-bar} in ‘Renviron’ files now follows POSIX shells (at least on a Unix-alike), so the first treats empty environment variables as set and the second does not. Previously both ignored empty variables. There are several uses of the first form in ‘etc/Renviron’.

• New classes argument for suppressWarnings() and suppressMessages() to selectively suppress only warnings or messages that inherit from particular classes. Based on patch from Lionel Henry submitted with PR#17619.

• New function activeBindingFunction() retrieves the function of an active binding.

• New "cairoFT" and "pango" components in the output of grSoftVersion().

• New argument symbolfamily in cairo-based graphics devices and new function cairoSymbolFont() that can be used to provide the value for that argument.

Windows

• Rterm now works also when invoked from MSYS2 terminals. Line editing is possible when command winpty is installed.

• normalizePath() now resolves symbolic links and normalizes case of long names of path elements in case-insensitive folders (PR#17165).

• md5sum() supports UTF-8 file names with characters that cannot be translated to the native encoding (PR#17633).

• Rterm gains a new option --workspace to specify the workspace to be restored. This allows equals to be part of the name when opening via Windows file associations (reported by Christian Asseburg).

• Rterm now accepts ALT+xxx sequences also with NumLock on. Tilde can be pasted with an Italian keyboard (PR#17679).

• R falls back to copying when junction creation fails during package checking (patch from Duncan Murdoch).

DEPRECATED AND DEFUNCT

• Make macro ‘⁠F77_VISIBILITY⁠’ has been removed and replaced by ‘⁠F_VISIBILITY⁠’.

• Make macros ‘⁠F77⁠’, ‘⁠FCPIFCPLAGS⁠’ and ‘⁠SHLIB_OPENMP_FCFLAGS⁠’ have been removed and replaced by ‘⁠FC⁠’, ‘⁠FPICFLAGS⁠’ and ‘⁠SHLIB_OPENMP_FFLAGS⁠’ respectively. (Most make programs will set ‘⁠F77⁠’ to the value of ‘⁠FC⁠’, which is set for package compilation. But portable code should not rely on this.)

• The deprecated support for specifying C++98 for package installation has been removed.

• R CMD config no longer knows about the unused settings ‘⁠F77⁠’ and ‘⁠FCPIFCPLAGS⁠’, nor ‘⁠CXX98⁠’ and similar.

• Either PCRE2 or PCRE1 >= 8.32 (Nov 2012) is required: the deprecated provision for 8.20–8.31 has been removed.

• Defunct functions mem.limits(), .readRDS(), .saveRDS(), .find.package(), and .path.package() from package base and allGenerics(), getAccess(), getAllMethods(), getClassName(), getClassPackage(), getExtends(), getProperties(), getPrototype(), getSubclasses(), getVirtual(), mlistMetaName(), removeMethodsObject(), seemsS4Object(), traceOff(), and traceOn() from methods have been removed.

C-LEVEL FACILITIES

• installChar is now remapped in ‘Rinternals.h’ to installTrChar, of which it has been a wrapper since R 3.6.0. Neither are part of the API, but packages using installChar can replace it if they depend on ‘⁠R >= 3.6.2⁠’.

• Header ‘R_ext/Print.h’ defines ‘⁠R_USE_C99_IN_CXX⁠’ and hence exposes Rvprintf and REvprintf if used with a C++11 (or later) compiler.

• There are new Fortran subroutines dblepr1, realpr1 and intpr1 to print a scalar variable (gfortran 10 enforces the distinction between scalars and length-one arrays). Also labelpr to print just a label.

• R_withCallingErrorHandler is now available for establishing a calling handler in C code for conditions inheriting from class error.

INSTALLATION on a UNIX-ALIKE

• User-set ‘⁠DEFS⁠’ (e.g., in ‘config.site’) is now used for compiling packages (including base packages).

• There is a new variant option --enable-lto=check for checking consistency of BLAS/LAPACK/LINPACK calls — see ‘Writing R Extensions’.

• A C++ compiler default is set only if the C++11 standard is supported: it no longer falls back to C++98.

• PCRE2 is used if available. To make use of PCRE1 if PCRE2 is unavailable, configure with option --with-pcre1.

• The minimum required version of libcurl is now 7.28.0 (Oct 2012).

• New make target distcheck checks

  • R can be rebuilt from the tarball created by make dist,

  • the build from the tarball passes make check-all,

  • the build installs and uninstalls,

  • the source files are properly cleaned by make distclean.

UTILITIES

• R --help now mentions the option --no-echo (renamed from --slave) and its previously undocumented short form -s.

• R CMD check now optionally checks configure and cleanup scripts for non-Bourne-shell code (‘bashisms’).

• R CMD check --as-cran now runs \donttest examples (which are run by example()) instead of instructing the tester to do so. This can be temporarily circumvented during development by setting environment variable _R_CHECK_DONTTEST_EXAMPLES_ to a false value.

PACKAGE INSTALLATION

• There is the beginnings of support for the recently approved C++20 standard, specified analogously to C++14 and C++17. There is currently only limited support for this in compilers, with flags such as -std=c++20 and -std=c++2a. For the time being the configure test is of accepting one of these flags and compiling C++17 code.

BUG FIXES

• formula(x) with length(x) > 1 character vectors, is deprecated now. Such use has been rare, and has ‘worked’ as expected in some cases only. In other cases, wrong x have silently been truncated, not detecting previous errors.

• Long-standing issue where the X11 device could lose events shortly after startup has been addressed (PR#16702).

• The data.frame method for rbind() no longer drops <NA> levels from factor columns by default (PR#17562).

• available.packages() and hence install.packages() now pass their ... argument to download.file(), fulfilling the wish of PR#17532; subsequently, available.packages() gets new argument quiet, solving PR#17573.

• stopifnot() gets new argument exprObject to allow an R object of class expression (or other ‘language’) to work more consistently, thanks to suggestions by Suharto Anggono.

• conformMethod() now works correctly in cases containing a “&& logic” bug, reported by Henrik Bengtsson. It now creates methods with "missing" entries in the signature. Consequently, rematchDefinition() is amended to use appropriate .local() calls with named arguments where needed.

• format.default(*, scientific = FALSE) now corresponds to a practically most extreme options(scipen = n) setting rather than arbitrary n = 100.

• format(as.symbol("foo")) now works (returning "foo").

• postscript(.., title = *) now signals an error when the title string contains a character which would produce corrupt PostScript, thanks to PR#17607 by Daisuko Ogawa.

• Certain Ops (notably comparison such as ==) now also work for 0-length data frames, after reports by Hilmar Berger.

• methods(class = class(glm(..))) now warns more usefully and only once.

• write.dcf() no longer mangles field names (PR#17589).

• Primitive replacement functions no longer mutate a referenced first argument when used outside of a complex assignment context.

• A better error message for contour(*, levels = Inf).

• The return value of contourLines() is no longer invisible().

• The Fortran code for calculating the coefficients component in lm.influence() was very inefficient. It has (for now) been replaced with much faster R code (PR#17624).

• cm.colors(n) etc no longer append the code for alpha = 1, "FF", to all colors. Hence all eight *.colors() functions and rainbow() behave consistently and have the same non-explicit default (PR#17659).

• dnorm had a problematic corner case with sd == -Inf or negative sd which was not flagged as an error in all cases. Thanks to Stephen D. Weigand for reporting and Wang Jiefei for analyzing this; similar change has been made in dlnorm().

• The optional iter.smooth argument of plot.lm(), (the plot() method for lm and glm fits) now defaults to 0 for all glm fits. Especially for binary observations with high or low fitted probabilities, this effectively deleted all observations of 1 or 0. Also, the type of residuals used in the glm case has been switched to "pearson" since deviance residuals do not in general have approximately zero mean.

• In plot.lm, Cook's distance was computed from unweighted residuals, leading to inconsistencies. Replaced with usual weighted version. (PR#16056)

• Time-series ts(*, start, end, frequency) with fractional frequency are supported more consistently; thanks to a report from Johann Kleinbub and analysis and patch by Duncan Murdoch in PR#17669.

• In case of errors mcmapply() now preserves attributes of returned "try-error" objects and avoids simplification, overriding SIMPLIFY to FALSE. (PR#17653)

• as.difftime() gets new optional tz = "UTC" argument which should fix behaviour during daylight-savings-changeover days, fixing PR#16764, thanks to proposals and analysis by Johannes Ranke and Kirill Müller.

• round() does a better job of rounding “to nearest” by measuring and “to even”; thanks to a careful algorithm originally prompted by the report from Adam Wheeler and then others, in PR#17668.
  round(x, dig) for negative digits is much more rational now, notably for large |dig|.

• Inheritance information on S4 classes is maintained more consistently, particularly in the case of class unions (in part due to PR#17596 and a report from Ezra Tucker).

• is() behaves more robustly when its argument class2 is a classRepresentation object.

• The warning message when attempting to export an nonexistent class is now more readable; thanks to Thierry Onkelinx for recognizing the problem.

• choose() misbehaved in corner cases where it switched n - k for k and n was only nearly integer (report from Erik Scott Wright).

• mle() in the stats4 package had problems combining use of box constraints and fixed starting values (in particular, confidence intervals were affected).

• Operator ? now has lower precedence than = to work as documented, so = behaves like <- in help expressions (PR#16710).

• smoothEnds(x) now returns integer type in both cases when x is integer, thanks to a report and proposal by Bill Dunlap PR#17693.

• The methods package does a better job of tracking inheritance relationships across packages.

• norm(diag(c(1, NA)), "2") now works.

• subset() had problems with 0-col dataframes (reported by Bill Dunlap, PR#17721).

• Several cases of integer overflow detected by the ‘undefined behaviour sanitizer’ of clang 10 have been circumvented. One in rhyper() may change the generated value for large input values.

• dotchart() now places the y-axis label (ylab) much better, not overplotting labels, thanks to a report and suggestion by Alexey Shipunov.

• A rare C-level array overflow in chull() has been worked around.

• Some invalid specifications of the day-of-the-year (via %j, e.g. day 366 in 2017) or week plus day-of-the-week are now detected by strptime(). They now return NA but give a warning as they may have given random results or corrupted memory in earlier versions of R.

• socketConnection(server = FALSE) now respects the connection timeout also on Linux.

• socketConnection(server = FALSE) no longer leaks a connection that is available right away without waiting (e.g. on ‘⁠localhost⁠’).

• Socket connections are now robust against spurious readability and spurious availability of an incoming connection.

• blocking = FALSE is now respected also on the server side of a socket connection, allowing non-blocking read operations.

• anova.glm() and anova.glmlist() computed incorrect score (Rao) tests in no-intercept cases. (André Gillibert, PR#17735)

• summaryRprof() now should work correctly for the Rprof(*, memory.profiling=TRUE) case with small chunk size (and "tseries" or similar) thanks to a patch proposal by Benjamin Tyner, in PR#15886.

• xgettext() ignores strings passed to ngettext(), since the latter is handled by xngettext(). Thanks to Daniele Medri for the report and all the recent work he has done on the Italian translations.

• data(package = "P") for P in base and stats no longer reports the data sets from package datasets (which it did for back compatibility for 16 years), fixing PR#17730.

• x[[Inf]] (returning NULL) no longer leads to undefined behavior, thanks to a report by Kirill Müller in PR#17756. Further, x[[-Inf]] and x[[-n]] now give more helpful error messages.

• Gamma() family sometimes had trouble storing link name PR#15891

BUG FIXES (Windows)

• Sys.glob() now supports all characters from the Unicode Basic Multilingual Plane, no longer corrupting some (less commonly used) characters (PR#17638).

• Rterm now correctly displays multi-byte-coded characters representable in the current native encoding (at least on Windows 10 they were sometimes omitted, PR#17632).

• scan() issues with UTF-8 data when running in a DBCS locale have been resolved (PR#16520, PR#16584).

• Rterm now accepts enhanced/arrow keys also with ConPTY.

• R can can now be started via the launcher icon in a user documents directory whose path is not representable in the system encoding.

• socketConnection(server = FALSE) now returns instantly also on Windows when connection failure is signalled.

• Problems with UTF-16 surrogate pairs have been fixed in several functions, including tolower() and toupper() (PR#17645).

CHANGES in previous versions

• Older news can be found in text format in files NEWS.0, NEWS.1, NEWS.2 and and NEWS.3 in the ‘doc’ directory. News in HTML format for R versions 3.x and from 2.10.0 to 2.15.3 is available at NEWS.3.html and NEWS.2.html.