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#' Interface to Python Virtual Environments
#'
#' R functions for managing Python [virtual
#' environments](https://virtualenv.pypa.io/en/stable/).
#'
#' Virtual environments are by default located at `~/.virtualenvs` (accessed
#' with the `virtualenv_root()` function). You can change the default location
#' by defining the `RETICULATE_VIRTUALENV_ROOT` or `WORKON_HOME` environment variables.
#'
#' Virtual environments are created from another "starter" or "seed" Python
#' already installed on the system. Suitable Pythons installed on the system are
#' found by `virtualenv_starter()`.
#'
#' @param envname The name of, or path to, a Python virtual environment. If this
#' name contains any slashes, the name will be interpreted as a path; if the
#' name does not contain slashes, it will be treated as a virtual environment
#' within `virtualenv_root()`. When `NULL`, the virtual environment as
#' specified by the `RETICULATE_PYTHON_ENV` environment variable will be used
#' instead. To refer to a virtual environment in the current working
#' directory, you can prefix the path with `./<name>`.
#'
#' @param packages A character vector with package names to install or remove.
#'
#' @param requirements Filepath to a pip requirements file.
#'
#' @param ignore_installed Boolean; ignore previously-installed versions of the
#' requested packages? (This should normally be `TRUE`, so that pre-installed
#' packages available in the site libraries are ignored and hence packages are
#' installed into the virtual environment.)
#'
#' @param pip_options An optional character vector of additional command line
#' arguments to be passed to `pip`.
#'
#' @param confirm Boolean; confirm before removing packages or virtual
#' environments?
#'
#' @param python The path to a Python interpreter, to be used with the created
#' virtual environment. This can also accept a version constraint like
#' `"3.10"`, which is passed on to `virtualenv_starter()` to find a suitable
#' python binary.
#'
#' @param force Boolean; force recreating the environment specified by
#' `envname`, even if it already exists. If `TRUE`, the pre-existing
#' environment is first deleted and then recreated. Otherwise, if `FALSE` (the
#' default), the path to the existing environment is returned.
#'
#' @param version,python_version (string) The version of Python to use when
#' creating a virtual environment. Python installations will be searched for
#' using [`virtualenv_starter()`]. This can a specific version, like `"3.9"`
#' or `"3.9.3"`, or a comma separated list of version constraints, like
#' `">=3.8"`, or `"<=3.11,!=3.9.3,>3.6"`
#'
#' @param all If `TRUE`, `virtualenv_starter()` returns a 2-column data frame,
#' with column names `path` and `version`. If `FALSE`, only a single path to a
#' python binary is returned, corresponding to the first entry when `all =
#' TRUE`, or `NULL` if no suitable python binaries were found.
#'
#' @param packages A set of Python packages to install (via `pip install`) into
#' the virtual environment, after it has been created. By default, the
#' `"numpy"` package will be installed, and the `pip`, `setuptools` and
#' `wheel` packages will be updated. Set this to `FALSE` to avoid installing
#' any packages after the virtual environment has been created.
#'
#' @param module The Python module to be used when creating the virtual
#' environment -- typically, `virtualenv` or `venv`. When `NULL` (the
#' default), `venv` will be used if available with Python >= 3.6; otherwise,
#' the `virtualenv` module will be used.
#'
#' @param system_site_packages Boolean; create new virtual environments with the
#' `--system-site-packages` flag, thereby allowing those virtual environments
#' to access the system's site packages? Defaults to `FALSE`.
#'
#' @param pip_version The version of `pip` to be installed in the virtual
#' environment. Relevant only when `module == "virtualenv"`. Set this to
#' `FALSE` to disable installation of `pip` altogether.
#'
#' @param setuptools_version The version of `setuptools` to be installed in the
#' virtual environment. Relevant only when `module == "virtualenv"`. Set this
#' to `FALSE` to disable installation of `setuptools` altogether.
#'
#' @param extra An optional set of extra command line arguments to be passed.
#' Arguments should be quoted via `shQuote()` when necessary.
#'
#' @param ... Optional arguments; currently ignored and reserved for future
#' expansion.
#'
#' @name virtualenv-tools
NULL
#' @rdname virtualenv-tools
#' @export
virtualenv_create <- function(
envname = NULL,
python = virtualenv_starter(version),
...,
version = NULL,
packages = "numpy",
requirements = NULL,
force = FALSE,
module = getOption("reticulate.virtualenv.module"),
system_site_packages = getOption("reticulate.virtualenv.system_site_packages", default = FALSE),
pip_version = getOption("reticulate.virtualenv.pip_version", default = NULL),
setuptools_version = getOption("reticulate.virtualenv.setuptools_version", default = NULL),
extra = getOption("reticulate.virtualenv.extra", default = NULL))
{
check_forbidden_install("Python Virtual Environments")
path <- virtualenv_path(envname)
name <- if (is.null(envname)) path else envname
# check and see if we already have a virtual environment
if (virtualenv_exists(path)) {
if(force) {
virtualenv_remove(envname = envname, confirm = FALSE)
} else {
writeLines(paste("virtualenv:", name))
return(invisible(path))
}
}
# for convenience, also accept a version constraint in the 2nd positional arg
# e.g.: virtualenv_create("r-foo", "3.10")
if(is.null(version) && is_string(python) &&
!grepl("[/\\]", python) && # not a file path
grepl("^[0-9.><=!,]+$", python)) # maybe a version constraint
python <- virtualenv_starter(python)
else if (is.null(python))
python <- virtualenv_starter(version)
local_prefix_python_lib_to_ld_library_path(python)
check_can_be_virtualenv_starter(python, version)
module <- module %||% virtualenv_module(python)
# use it to create the virtual environment
# (note that 'virtualenv' requires us to request the specific Python binary
# we wish to use when creating the environment)
args <- c("-m", module)
if (module == "virtualenv") {
# request the specific version of Python
args <- c(args, "-p", shQuote(python))
# request specific version of pip
if (identical(pip_version, FALSE))
args <- c(args, "--no-pip")
else if (!is.null(pip_version))
args <- c(args, "--pip", shQuote(pip_version))
# request specific version of setuptools
if (identical(setuptools_version, FALSE))
args <- c(args, "--no-setuptools")
else if (!is.null(setuptools_version))
args <- c(args, "--setuptools", shQuote(setuptools_version))
}
# add --system-site-packages if requested
if (system_site_packages)
args <- c(args, "--system-site-packages")
# add in any other arguments provided by the user
args <- c(args, extra)
# add the path where the environment will be created
args <- c(args, maybe_shQuote(path.expand(path)))
writef("Using Python: %s", python)
printf("Creating virtual environment %s ... \n", shQuote(name))
result <- system2t(python, args)
if (result != 0L) {
writef("FAILED")
fmt <- "Error creating virtual environment '%s' [error code %d]"
stopf(fmt, name, result)
}
writef("Done!")
if (missing(packages) && !is.null(requirements))
packages <- NULL
# upgrade pip and friends after creating the environment
# (since the version bundled with virtualenv / venv may be stale)
if (!identical(packages, FALSE)) {
python <- virtualenv_python(envname)
# first upgrade pip and friends
writef("Installing packages: pip, wheel, setuptools")
pip_install(python, c("pip", "wheel", "setuptools"),
# on centos7, system pip too old, no support for --no-user
no_user = FALSE)
packages <- setdiff(packages, c("pip", "wheel", "setuptools"))
# install requested packages
if (length(packages)) {
writef("Installing packages: %s", paste(maybe_shQuote(packages), collapse = ", "))
pip_install(python, packages)
}
}
if(!is.null(requirements)) {
writef("Installing packages per requirements file: %s", normalizePath(requirements))
pip_install(python, requirements = requirements)
}
writef("Virtual environment '%s' successfully created.", name)
invisible(path)
}
#' @rdname virtualenv-tools
#' @export
virtualenv_install <- function(envname = NULL,
packages = NULL,
ignore_installed = FALSE,
pip_options = character(),
requirements = NULL,
...,
python_version = NULL)
{
check_forbidden_install("Python packages")
# check that packages wasn't accidentally supplied to the envname argument
if (is.null(packages) && is.null(requirements)) {
if (!is.null(envname)) {
fmt <- paste(
"argument \"packages\" is missing, with no default",
"- did you mean 'virtualenv_install(<envname>, %1$s)'?",
"- use 'py_install(%1$s)' to install into the active Python environment",
sep = "\n"
)
stopf(fmt, deparse1(substitute(envname)), call. = FALSE)
}
}
# create virtual environment on demand
path <- virtualenv_path(envname)
if (!file.exists(path))
path <- virtualenv_create(envname, version = python_version,
packages = NULL)
# packages=NULL: install only pip, setuptools, wheel, not numpy
# validate that we've received the path to a virtual environment
name <- if (is.null(envname)) path else envname
if (!is_virtualenv(path)) {
fmt <- "'%s' exists but is not a virtual environment"
stop(sprintf(fmt, name))
}
writeLines(paste("Using virtual environment", shQuote(name), "..."))
# ensure that pip + friends are up-to-date / recent enough
python <- virtualenv_python(envname)
if (pip_version(python) < "8.1")
pip_install(python, c("pip", "wheel", "setuptools"))
# now install the requested package
pip_install(python,
packages,
ignore_installed = ignore_installed,
pip_options = pip_options,
requirements = requirements)
}
#' @rdname virtualenv-tools
#' @export
virtualenv_remove <- function(envname = NULL,
packages = NULL,
confirm = interactive())
{
path <- virtualenv_path(envname)
name <- if (is.null(envname)) path else envname
confirm <- confirm && is_interactive()
if (!virtualenv_exists(path)) {
fmt <- "Virtual environment '%s' does not exist."
stop(sprintf(fmt, name), call. = FALSE)
}
# packages = NULL means remove the entire virtualenv
if (is.null(packages)) {
if (confirm) {
fmt <- "Remove virtual environment '%s'? [Y/n]: "
prompt <- sprintf(fmt, name)
response <- readline(prompt = prompt)
if (tolower(response) != "y") {
writeLines("Operation aborted.")
return(invisible(NULL))
}
}
unlink(path, recursive = TRUE)
writeLines(paste("Virtual environment", shQuote(name), "removed."))
return(invisible(NULL))
}
# otherwise, remove the requested packages
if (confirm) {
fmt <- "Remove '%s' from virtual environment '%s'? [Y/n]: "
prompt <- sprintf(fmt, paste(packages, sep = ", "), path)
response <- readline(prompt = prompt)
if (tolower(response) != "y") {
writeLines("Operation aborted.")
return(invisible(NULL))
}
}
python <- virtualenv_python(envname)
pip_uninstall(python, packages)
invisible(NULL)
}
#' @rdname virtualenv-tools
#' @export
virtualenv_list <- function() {
root <- virtualenv_root()
if (!file.exists(root))
return(character())
list.files(root)
}
#' @rdname virtualenv-tools
#' @export
virtualenv_root <- function() {
root <- Sys.getenv("RETICULATE_VIRTUALENV_ROOT", NA_character_)
if (!is.na(root))
return(root)
Sys.getenv("WORKON_HOME", unset = "~/.virtualenvs")
}
#' @rdname virtualenv-tools
#' @export
virtualenv_python <- function(envname = NULL) {
path <- virtualenv_path(envname)
suffix <- if (is_windows()) "Scripts/python.exe" else "bin/python"
path.expand(file.path(path, suffix))
}
#' @rdname virtualenv-tools
#' @export
virtualenv_exists <- function(envname = NULL) {
# try to resolve path
path <- tryCatch(virtualenv_path(envname), error = identity)
if (inherits(path, "error"))
return(FALSE)
is_virtualenv(path)
}
virtualenv_path <- function(envname = NULL) {
python_environment_resolve(
envname = envname,
resolve = function(envname) file.path(virtualenv_root(), envname)
)
}
virtualenv_pip <- function(envname) {
path <- virtualenv_path(envname)
suffix <- if (is_windows()) "Scripts/pip.exe" else "bin/python"
path.expand(file.path(path, suffix))
}
# This function is at this point only invoked from `py_install()`
# no longer safe to call from `virtualenv_create()` due to potential
# for infinite recursion via py_discover_config() bootstrapping a venv.
virtualenv_default_python <- function(python = NULL) {
# if the user has supplied a version of python already, use it
if (!is.null(python))
return(path.expand(python))
# check for some pre-defined Python sources (prefer Python 3)
pythons <- c(
Sys.getenv("RETICULATE_PYTHON"),
.globals$required_python_version,
Sys.which("python3"),
Sys.which("python")
)
for (python in pythons) {
if(!can_be_virtualenv_starter(python))
next
return(normalizePath(python, winslash = "/"))
}
# otherwise, try to explicitly detect Python
config <- py_discover_config()
normalizePath(config$python, winslash = "/")
}
virtualenv_module <- function(python) {
py_version <- python_version(python)
# prefer 'venv' for Python 3, but allow for 'virtualenv' for both
# (note that 'venv' and 'virtualenv' are largely compatible)
modules <- "virtualenv"
if (py_version >= "3.6")
modules <- c("venv", modules)
# if we have one of these modules available, return it
for (module in modules)
if (python_has_module(python, module)) {
if(module == "venv" && is_ubuntu() && startsWith(python, "/usr/bin/python")) {
# `apt install python3` makes an importable venv module, but not one
# capable of actually creating a venv unless python3-venv is installed.
# if python3-venv is not installed, move on and maybe discover virtualenv.
if (!any(grepl("\\bpython[0-9.]*-venv\\b", system("dpkg -l", intern = TRUE))))
next
}
return(module)
}
# virtualenv not available: instruct the user to install
commands <- stack(mode = "character")
commands$push("Tools for managing Python virtual environments are not installed.")
commands$push("")
# if we don't have pip, recommend its installation
if (!python_has_module(python, "pip")) {
commands$push("Install pip with:")
if (python_has_module(python, "easy_install")) {
commands$push(paste("$", python, "-m easy_install --upgrade --user pip"))
} else if (is_ubuntu() && dirname(python) == "/usr/bin") {
package <- if (py_version < "3") "python-pip" else "python3-pip"
commands$push(paste("$ sudo apt-get install", package))
} else {
commands$push("$ curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py")
commands$push(paste("$", python, "get-pip.py"))
}
commands$push("")
}
# then, recommend installation of virtualenv or venv with pip
commands$push(paste("Install", modules[[1]], "with:"))
if (is_ubuntu() && dirname(python) == "/usr/bin") {
packages <- if (py_version < "3") "python-virtualenv" else "python3-venv python3-pip python3-dev"
commands$push(paste("$ sudo apt-get install", packages))
} else {
commands$push(paste("$", python, "-m pip install --upgrade --user", module))
}
commands$push("\n")
# report to user
message <- paste(commands$data(), collapse = "\n")
stop(message, call. = FALSE)
}
is_virtualenv <- function(dir) {
# check for expected files for virtualenv / venv
subdir <- if (is_windows()) "Scripts" else "bin"
files <- c(
file.path(subdir, "activate_this.py"),
file.path(subdir, "pyvenv.cfg"),
"pyvenv.cfg"
)
paths <- file.path(dir, files)
any(file.exists(paths))
}
#' @rdname virtualenv-tools
#' @export
virtualenv_starter <- function(version = NULL, all = FALSE) {
# if `version` is an absolute path to a python binary, reflect it
if(!is.null(version) &&
is_string(version) &&
file.exists(version) &&
grepl("^python[0-9.]*(\\.exe)?$", basename(version)))
return(version)
starters <- data.frame(version = numeric_version(character()),
path = character(),
stringsAsFactors = FALSE)
find_starters <- function(glob) {
# accept NULL, NA, and "" as a no-op
if(is.null(glob) || isTRUE(is.na(glob)) || isFALSE(nzchar(glob)))
return(invisible(starters))
# if not a glob,
if (!grepl("*", glob, fixed = TRUE)) {
# accept a path to a directory, convert it into globs that
# catch two different scenarios:
# - flat directory of python installations (presumably of different versions)
# - nested directory of python installations (presumably nested by version and arch)
suffix <- if (is_windows())
# <base_prefix> /3.9.4/python.exe, /3.9.4/x64/python.exe
c("/python*.exe", "/*/python*.exe", "/*/*/python*.exe")
else {
# <base_prefix> /3.9.4/bin/python, /3.9.4/x64/bin/python
c("/bin/python*", "/*/bin/python*", "/*/*/bin/python*")
}
# retain the original value of `glob`, for the case it is a path
# to a python binary (and not a path to a directory of python installations).
append(glob) <-
paste0(normalizePath(glob, winslash = "/", mustWork = FALSE),
suffix)
}
p <- unique(normalizePath(Sys.glob(glob), winslash = "/", mustWork = FALSE))
p <- p[grep("^python[0-9.]*(\\.exe)?$", basename(p))]
p <- p[utils::file_test("-x", p)]
p <- p[utils::file_test("-f", p)]
v <- numeric_version(vapply(p, function(python_path)
tryCatch({
env <- character()
if (is_linux()) {
libpath <- file.path(dirname(dirname(python_path)), "lib")
if (file.exists(libpath)) {
ldpath <- paste(libpath, Sys.getenv("LD_LIBRARY_PATH"), sep = ":")
env <- paste("LD_LIBRARY_PATH=", ldpath, sep = "")
}
}
v <- suppressWarnings(system2(
python_path, "-EV",
stdout = TRUE, stderr = TRUE,
env = env))
# v should be something like "Python 3.10.6"
if ((attr(v, "status") %||% 0) ||
length(v) != 1L ||
!startsWith(v, "Python "))
return(NA_character_)
v <- sub("\\+.*$", "", v)
substr(v, 8L, 999L)
}, error = function(e) NA_character_), ""), strict = FALSE)
df <- data.frame(version = v, path = p,
row.names = NULL, stringsAsFactors = FALSE)
df <- df[!is.na(df$version), ]
df <- df[order(df$version, decreasing = TRUE), ]
df <- rbind(starters, df, stringsAsFactors = FALSE)
df <- df[!duplicated(df$path), ]
if(is_windows()) {
# on windows, removed dups of the same python in the same directory,
# like 'python.exe', 'python3.exe' 'python3.11.exe'
df <- df[!duplicated(dirname(df$path)), ]
}
rownames(df) <- NULL
starters <<- df
}
for (custom_loc in list(Sys.getenv("RETICULATE_VIRTUALENV_STARTER"),
getOption("reticulate.virtualenv.starter", ""))) {
# Accept user customization, a character vector (or ":" separated string) of
# file paths to python binaries. Paths can be globs, as they are passed on
# to Sys.glob()
lapply(unlist(strsplit(custom_loc, "[:;]")), find_starters)
}
# Find pythons installed via `install_python()` or by directly using pyenv.
# Typically something like "~/.pyenv/versions/3.9.17/bin/python3.9" or
# "C:/Users/<username>/AppData/Local/r-reticulate/r-reticulate/pyenv/pyenv-win/versions/3.9.13/python.exe"
# but can be different if user set PYENV_ROOT or manually installed pyenv
# in a different location
if (!is.null(pyenv <- pyenv_find(install = FALSE))) {
if (is_windows()) {
pyenv_root <- dirname(dirname(pyenv))
find_starters(file.path(pyenv_root, "versions/*/python*.exe"))
} else {
pyenv_root <- system2(pyenv, "root", stdout = TRUE)
find_starters(file.path(pyenv_root, "versions/*/bin/python*"))
}
}
# official python.org installer for macOS default location
# "/Library/Frameworks/Python.framework/Versions/3.11/bin/python3.11"
if (is_macos())
find_starters("/Library/Frameworks/Python.framework/Versions/*/bin/python*")
# official python.org installer for windows
# system install: "C:/Program Files/Python311/python.exe"
# user install: "C:/Users/<username>/AppData/Local/Programs/Python/Python311/python.exe"
# TODO: we can make this more robust by using env vars SYSTEMDRIVE, and USERPROFILE
# see https://github.com/rstudio/rstudio/blob/094af5c40cd13ef8ac84845462c35ffeb3a06d65/src/cpp/session/modules/SessionPythonEnvironments.R#L555C28-L555C39
if (is_windows()) {
find_starters("/Program Files/Python*/python*.exe")
find_starters("~/../AppData/Local/Programs/Python/Python*/python*.exe")
}
# Pythons installed from https://github.com/rstudio/python-builds
# e.g., "/opt/python/3.11.4/bin/python3.11"
if (is_linux())
find_starters("/opt/python/*/bin/python*")
# python installed system wide
if (!is_windows())
find_starters("/usr/local/bin/python*")
# only use system python on linux, not mac
if (is_linux())
find_starters("/usr/bin/python*")
# on macOS, intentionally don't discover homebrew python
# https://justinmayer.com/posts/homebrew-python-is-not-for-you/
# if (is_macos()) find_starters("/opt/homebrew/opt/python*/bin/python*")
# on Github Action Runners, find Pythons installed in the tool cache
if(!is.na(tool_cache_dir <- Sys.getenv("RUNNER_TOOL_CACHE", NA)))
find_starters(paste0(tool_cache_dir, "/Python"))
# If user pointed reticulate at a python via RETICULATE_PYTHON, use_python(),
# or similar, include that python in the list of starters found. Note that
# find_starters() / normalizePath() will follow the link of python binary in a
# venv to resolve the starter used.
find_starters(Sys.getenv("RETICULATE_PYTHON"))
find_starters(Sys.getenv("RETICULATE_PYTHON_ENV"))
find_starters(py_exe())
find_starters(Sys.which("python3"))
find_starters(Sys.which("python"))
# if specific version requested, filter for that.
if (!is.null(version)) {
for (check in as_version_constraint_checkers(version)) {
satisfies_constraint <- check(starters$version)
starters <- starters[satisfies_constraint, ]
}
rownames(starters) <- NULL
}
if (is_windows()) {
# Windows App Store Python should never be used.
starters <- starters[!is_windows_app_store_python(starters$path), ]
}
if (all)
starters
else if (nrow(starters))
starters$path[[1L]]
else
NULL
}
as_version_constraint_checkers <- function(version) {
if (inherits(version, "numeric_version"))
version <- as.character(version)
stopifnot(is.character(version))
# given a version string like ">=3.6,!=3.9,<3.11", split on ","
version <- unlist(strsplit(version, ",", fixed = TRUE))
# given string like ">=3.8", match two groups, on ">=" and "3.8"
pattern <- "^([><=!]{0,2})\\s*([0-9.]*)"
op <- sub(pattern, "\\1", version)
op[op == ""] <- "=="
ver <- sub(pattern, "\\2", version)
ver <- numeric_version(ver)
.mapply(function(op, ver) {
op <- as.symbol(op)
force(ver)
# return a "checker" function that takes a vector of versions and returns
# a logical vector of if the version satisfies the constraint.
rlang::zap_srcref(eval(bquote(function(x) {
op <- .(op)
ver <- .(ver)
x <- numeric_version(x)
# if the constraint version is missing minor or patch level, set
# to 0, so we can match on all, equivalent to pip style syntax like '3.8.*'
for (lvl in 3:2)
if (is.na(ver[, lvl])) {
ver[, lvl] <- 0L
x[, lvl] <- 0L
}
op(x, ver)
})))
}, list(op, ver), NULL)
}
check_can_be_virtualenv_starter <- function(python, version) {
if(!can_be_virtualenv_starter(python))
stop_no_virtualenv_starter(version = version, python = python)
}
can_be_virtualenv_starter <- function(python) {
if (is.null(python) || !file.exists(python))
return(FALSE)
# get version
version <- tryCatch(
suppressWarnings(python_version(python)),
error = identity
)
if (inherits(version, "error"))
return(FALSE)
py2_modules <- c("pip", "virtualenv")
py3_modules <- c("pip", "venv")
modules <- ifelse(version < "3", py2_modules, py3_modules)
# ensure these modules are available
if (!python_has_modules(python, modules))
return(FALSE)
# check if python was built with `--enable-shared`, to make sure
# we don't bootstrap a venv that reticulate can't bind to
config <- python_config(python, modules)
if (is.null(config$libpython))
return(FALSE)
TRUE
}
stop_no_virtualenv_starter <- function(version = NULL, python = NULL) {
.msg <- character()
w <- function(...) .msg <<- c(.msg, paste0(...))
w("Suitable Python installation for creating a venv not found.")
if (!is.null(python))
w(" Requested Python: ", python)
if (!is.null(version))
w(" Requested version constraint: ", version)
w("Please install Python with one of following methods:")
if (is_linux())
w("- https://github.com/rstudio/python-builds/")
if (!is_linux())
w("- https://www.python.org/downloads/")
w("- reticulate::install_python(version = '<version>')")
# On linux, if there is an incomplete system python install,
# give a hint on how to make it usable
python <- python %||% "/usr/bin/python3"
if (is_linux() &&
startsWith(python, "/usr/bin/python3") &&
file.exists(python) &&
!python_has_modules(python, c("pip", "venv"))) {
if (is_ubuntu())
w("- sudo apt install python3-venv python3-pip python3-dev")
else if (is_fedora())
w("- sudo dnf install python3-pip")
else
w("- Install python3-venv and python3-pip using the system package manager")
}
stop(paste0(.msg, collapse = "\n"))
}
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