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| # The following comment should be removed at some point in the future. | |
| # mypy: strict-optional=False | |
| import contextlib | |
| import errno | |
| import getpass | |
| import hashlib | |
| import io | |
| import logging | |
| import os | |
| import posixpath | |
| import shutil | |
| import stat | |
| import sys | |
| import urllib.parse | |
| from io import StringIO | |
| from itertools import filterfalse, tee, zip_longest | |
| from types import TracebackType | |
| from typing import ( | |
| Any, | |
| AnyStr, | |
| BinaryIO, | |
| Callable, | |
| Container, | |
| ContextManager, | |
| Iterable, | |
| Iterator, | |
| List, | |
| Optional, | |
| TextIO, | |
| Tuple, | |
| Type, | |
| TypeVar, | |
| cast, | |
| ) | |
| from pip._vendor.pkg_resources import Distribution | |
| from pip._vendor.tenacity import retry, stop_after_delay, wait_fixed | |
| from pip import __version__ | |
| from pip._internal.exceptions import CommandError | |
| from pip._internal.locations import get_major_minor_version, site_packages, user_site | |
| from pip._internal.utils.compat import WINDOWS, stdlib_pkgs | |
| from pip._internal.utils.virtualenv import ( | |
| running_under_virtualenv, | |
| virtualenv_no_global, | |
| ) | |
| __all__ = [ | |
| "rmtree", | |
| "display_path", | |
| "backup_dir", | |
| "ask", | |
| "splitext", | |
| "format_size", | |
| "is_installable_dir", | |
| "normalize_path", | |
| "renames", | |
| "get_prog", | |
| "captured_stdout", | |
| "ensure_dir", | |
| "remove_auth_from_url", | |
| ] | |
| logger = logging.getLogger(__name__) | |
| T = TypeVar("T") | |
| ExcInfo = Tuple[Type[BaseException], BaseException, TracebackType] | |
| VersionInfo = Tuple[int, int, int] | |
| NetlocTuple = Tuple[str, Tuple[Optional[str], Optional[str]]] | |
| def get_pip_version(): | |
| # type: () -> str | |
| pip_pkg_dir = os.path.join(os.path.dirname(__file__), "..", "..") | |
| pip_pkg_dir = os.path.abspath(pip_pkg_dir) | |
| return "pip {} from {} (python {})".format( | |
| __version__, | |
| pip_pkg_dir, | |
| get_major_minor_version(), | |
| ) | |
| def normalize_version_info(py_version_info): | |
| # type: (Tuple[int, ...]) -> Tuple[int, int, int] | |
| """ | |
| Convert a tuple of ints representing a Python version to one of length | |
| three. | |
| :param py_version_info: a tuple of ints representing a Python version, | |
| or None to specify no version. The tuple can have any length. | |
| :return: a tuple of length three if `py_version_info` is non-None. | |
| Otherwise, return `py_version_info` unchanged (i.e. None). | |
| """ | |
| if len(py_version_info) < 3: | |
| py_version_info += (3 - len(py_version_info)) * (0,) | |
| elif len(py_version_info) > 3: | |
| py_version_info = py_version_info[:3] | |
| return cast("VersionInfo", py_version_info) | |
| def ensure_dir(path): | |
| # type: (AnyStr) -> None | |
| """os.path.makedirs without EEXIST.""" | |
| try: | |
| os.makedirs(path) | |
| except OSError as e: | |
| # Windows can raise spurious ENOTEMPTY errors. See #6426. | |
| if e.errno != errno.EEXIST and e.errno != errno.ENOTEMPTY: | |
| raise | |
| def get_prog(): | |
| # type: () -> str | |
| try: | |
| prog = os.path.basename(sys.argv[0]) | |
| if prog in ("__main__.py", "-c"): | |
| return f"{sys.executable} -m pip" | |
| else: | |
| return prog | |
| except (AttributeError, TypeError, IndexError): | |
| pass | |
| return "pip" | |
| # Retry every half second for up to 3 seconds | |
| # Tenacity raises RetryError by default, explictly raise the original exception | |
| def rmtree(dir, ignore_errors=False): | |
| # type: (AnyStr, bool) -> None | |
| shutil.rmtree(dir, ignore_errors=ignore_errors, onerror=rmtree_errorhandler) | |
| def rmtree_errorhandler(func, path, exc_info): | |
| # type: (Callable[..., Any], str, ExcInfo) -> None | |
| """On Windows, the files in .svn are read-only, so when rmtree() tries to | |
| remove them, an exception is thrown. We catch that here, remove the | |
| read-only attribute, and hopefully continue without problems.""" | |
| try: | |
| has_attr_readonly = not (os.stat(path).st_mode & stat.S_IWRITE) | |
| except OSError: | |
| # it's equivalent to os.path.exists | |
| return | |
| if has_attr_readonly: | |
| # convert to read/write | |
| os.chmod(path, stat.S_IWRITE) | |
| # use the original function to repeat the operation | |
| func(path) | |
| return | |
| else: | |
| raise | |
| def display_path(path): | |
| # type: (str) -> str | |
| """Gives the display value for a given path, making it relative to cwd | |
| if possible.""" | |
| path = os.path.normcase(os.path.abspath(path)) | |
| if path.startswith(os.getcwd() + os.path.sep): | |
| path = "." + path[len(os.getcwd()) :] | |
| return path | |
| def backup_dir(dir, ext=".bak"): | |
| # type: (str, str) -> str | |
| """Figure out the name of a directory to back up the given dir to | |
| (adding .bak, .bak2, etc)""" | |
| n = 1 | |
| extension = ext | |
| while os.path.exists(dir + extension): | |
| n += 1 | |
| extension = ext + str(n) | |
| return dir + extension | |
| def ask_path_exists(message, options): | |
| # type: (str, Iterable[str]) -> str | |
| for action in os.environ.get("PIP_EXISTS_ACTION", "").split(): | |
| if action in options: | |
| return action | |
| return ask(message, options) | |
| def _check_no_input(message): | |
| # type: (str) -> None | |
| """Raise an error if no input is allowed.""" | |
| if os.environ.get("PIP_NO_INPUT"): | |
| raise Exception( | |
| f"No input was expected ($PIP_NO_INPUT set); question: {message}" | |
| ) | |
| def ask(message, options): | |
| # type: (str, Iterable[str]) -> str | |
| """Ask the message interactively, with the given possible responses""" | |
| while 1: | |
| _check_no_input(message) | |
| response = input(message) | |
| response = response.strip().lower() | |
| if response not in options: | |
| print( | |
| "Your response ({!r}) was not one of the expected responses: " | |
| "{}".format(response, ", ".join(options)) | |
| ) | |
| else: | |
| return response | |
| def ask_input(message): | |
| # type: (str) -> str | |
| """Ask for input interactively.""" | |
| _check_no_input(message) | |
| return input(message) | |
| def ask_password(message): | |
| # type: (str) -> str | |
| """Ask for a password interactively.""" | |
| _check_no_input(message) | |
| return getpass.getpass(message) | |
| def strtobool(val): | |
| # type: (str) -> int | |
| """Convert a string representation of truth to true (1) or false (0). | |
| True values are 'y', 'yes', 't', 'true', 'on', and '1'; false values | |
| are 'n', 'no', 'f', 'false', 'off', and '0'. Raises ValueError if | |
| 'val' is anything else. | |
| """ | |
| val = val.lower() | |
| if val in ("y", "yes", "t", "true", "on", "1"): | |
| return 1 | |
| elif val in ("n", "no", "f", "false", "off", "0"): | |
| return 0 | |
| else: | |
| raise ValueError(f"invalid truth value {val!r}") | |
| def format_size(bytes): | |
| # type: (float) -> str | |
| if bytes > 1000 * 1000: | |
| return "{:.1f} MB".format(bytes / 1000.0 / 1000) | |
| elif bytes > 10 * 1000: | |
| return "{} kB".format(int(bytes / 1000)) | |
| elif bytes > 1000: | |
| return "{:.1f} kB".format(bytes / 1000.0) | |
| else: | |
| return "{} bytes".format(int(bytes)) | |
| def tabulate(rows): | |
| # type: (Iterable[Iterable[Any]]) -> Tuple[List[str], List[int]] | |
| """Return a list of formatted rows and a list of column sizes. | |
| For example:: | |
| >>> tabulate([['foobar', 2000], [0xdeadbeef]]) | |
| (['foobar 2000', '3735928559'], [10, 4]) | |
| """ | |
| rows = [tuple(map(str, row)) for row in rows] | |
| sizes = [max(map(len, col)) for col in zip_longest(*rows, fillvalue="")] | |
| table = [" ".join(map(str.ljust, row, sizes)).rstrip() for row in rows] | |
| return table, sizes | |
| def is_installable_dir(path): | |
| # type: (str) -> bool | |
| """Is path is a directory containing setup.py or pyproject.toml?""" | |
| if not os.path.isdir(path): | |
| return False | |
| setup_py = os.path.join(path, "setup.py") | |
| if os.path.isfile(setup_py): | |
| return True | |
| pyproject_toml = os.path.join(path, "pyproject.toml") | |
| if os.path.isfile(pyproject_toml): | |
| return True | |
| return False | |
| def read_chunks(file, size=io.DEFAULT_BUFFER_SIZE): | |
| # type: (BinaryIO, int) -> Iterator[bytes] | |
| """Yield pieces of data from a file-like object until EOF.""" | |
| while True: | |
| chunk = file.read(size) | |
| if not chunk: | |
| break | |
| yield chunk | |
| def normalize_path(path, resolve_symlinks=True): | |
| # type: (str, bool) -> str | |
| """ | |
| Convert a path to its canonical, case-normalized, absolute version. | |
| """ | |
| path = os.path.expanduser(path) | |
| if resolve_symlinks: | |
| path = os.path.realpath(path) | |
| else: | |
| path = os.path.abspath(path) | |
| return os.path.normcase(path) | |
| def splitext(path): | |
| # type: (str) -> Tuple[str, str] | |
| """Like os.path.splitext, but take off .tar too""" | |
| base, ext = posixpath.splitext(path) | |
| if base.lower().endswith(".tar"): | |
| ext = base[-4:] + ext | |
| base = base[:-4] | |
| return base, ext | |
| def renames(old, new): | |
| # type: (str, str) -> None | |
| """Like os.renames(), but handles renaming across devices.""" | |
| # Implementation borrowed from os.renames(). | |
| head, tail = os.path.split(new) | |
| if head and tail and not os.path.exists(head): | |
| os.makedirs(head) | |
| shutil.move(old, new) | |
| head, tail = os.path.split(old) | |
| if head and tail: | |
| try: | |
| os.removedirs(head) | |
| except OSError: | |
| pass | |
| def is_local(path): | |
| # type: (str) -> bool | |
| """ | |
| Return True if path is within sys.prefix, if we're running in a virtualenv. | |
| If we're not in a virtualenv, all paths are considered "local." | |
| Caution: this function assumes the head of path has been normalized | |
| with normalize_path. | |
| """ | |
| if not running_under_virtualenv(): | |
| return True | |
| return path.startswith(normalize_path(sys.prefix)) | |
| def dist_is_local(dist): | |
| # type: (Distribution) -> bool | |
| """ | |
| Return True if given Distribution object is installed locally | |
| (i.e. within current virtualenv). | |
| Always True if we're not in a virtualenv. | |
| """ | |
| return is_local(dist_location(dist)) | |
| def dist_in_usersite(dist): | |
| # type: (Distribution) -> bool | |
| """ | |
| Return True if given Distribution is installed in user site. | |
| """ | |
| return dist_location(dist).startswith(normalize_path(user_site)) | |
| def dist_in_site_packages(dist): | |
| # type: (Distribution) -> bool | |
| """ | |
| Return True if given Distribution is installed in | |
| sysconfig.get_python_lib(). | |
| """ | |
| return dist_location(dist).startswith(normalize_path(site_packages)) | |
| def dist_is_editable(dist): | |
| # type: (Distribution) -> bool | |
| """ | |
| Return True if given Distribution is an editable install. | |
| """ | |
| for path_item in sys.path: | |
| egg_link = os.path.join(path_item, dist.project_name + ".egg-link") | |
| if os.path.isfile(egg_link): | |
| return True | |
| return False | |
| def get_installed_distributions( | |
| local_only=True, # type: bool | |
| skip=stdlib_pkgs, # type: Container[str] | |
| include_editables=True, # type: bool | |
| editables_only=False, # type: bool | |
| user_only=False, # type: bool | |
| paths=None, # type: Optional[List[str]] | |
| ): | |
| # type: (...) -> List[Distribution] | |
| """Return a list of installed Distribution objects. | |
| Left for compatibility until direct pkg_resources uses are refactored out. | |
| """ | |
| from pip._internal.metadata import get_default_environment, get_environment | |
| from pip._internal.metadata.pkg_resources import Distribution as _Dist | |
| if paths is None: | |
| env = get_default_environment() | |
| else: | |
| env = get_environment(paths) | |
| dists = env.iter_installed_distributions( | |
| local_only=local_only, | |
| skip=skip, | |
| include_editables=include_editables, | |
| editables_only=editables_only, | |
| user_only=user_only, | |
| ) | |
| return [cast(_Dist, dist)._dist for dist in dists] | |
| def get_distribution(req_name): | |
| # type: (str) -> Optional[Distribution] | |
| """Given a requirement name, return the installed Distribution object. | |
| This searches from *all* distributions available in the environment, to | |
| match the behavior of ``pkg_resources.get_distribution()``. | |
| Left for compatibility until direct pkg_resources uses are refactored out. | |
| """ | |
| from pip._internal.metadata import get_default_environment | |
| from pip._internal.metadata.pkg_resources import Distribution as _Dist | |
| dist = get_default_environment().get_distribution(req_name) | |
| if dist is None: | |
| return None | |
| return cast(_Dist, dist)._dist | |
| def egg_link_path(dist): | |
| # type: (Distribution) -> Optional[str] | |
| """ | |
| Return the path for the .egg-link file if it exists, otherwise, None. | |
| There's 3 scenarios: | |
| 1) not in a virtualenv | |
| try to find in site.USER_SITE, then site_packages | |
| 2) in a no-global virtualenv | |
| try to find in site_packages | |
| 3) in a yes-global virtualenv | |
| try to find in site_packages, then site.USER_SITE | |
| (don't look in global location) | |
| For #1 and #3, there could be odd cases, where there's an egg-link in 2 | |
| locations. | |
| This method will just return the first one found. | |
| """ | |
| sites = [] | |
| if running_under_virtualenv(): | |
| sites.append(site_packages) | |
| if not virtualenv_no_global() and user_site: | |
| sites.append(user_site) | |
| else: | |
| if user_site: | |
| sites.append(user_site) | |
| sites.append(site_packages) | |
| for site in sites: | |
| egglink = os.path.join(site, dist.project_name) + ".egg-link" | |
| if os.path.isfile(egglink): | |
| return egglink | |
| return None | |
| def dist_location(dist): | |
| # type: (Distribution) -> str | |
| """ | |
| Get the site-packages location of this distribution. Generally | |
| this is dist.location, except in the case of develop-installed | |
| packages, where dist.location is the source code location, and we | |
| want to know where the egg-link file is. | |
| The returned location is normalized (in particular, with symlinks removed). | |
| """ | |
| egg_link = egg_link_path(dist) | |
| if egg_link: | |
| return normalize_path(egg_link) | |
| return normalize_path(dist.location) | |
| def write_output(msg, *args): | |
| # type: (Any, Any) -> None | |
| logger.info(msg, *args) | |
| class StreamWrapper(StringIO): | |
| orig_stream = None # type: TextIO | |
| def from_stream(cls, orig_stream): | |
| # type: (TextIO) -> StreamWrapper | |
| cls.orig_stream = orig_stream | |
| return cls() | |
| # compileall.compile_dir() needs stdout.encoding to print to stdout | |
| # https://github.com/python/mypy/issues/4125 | |
| def encoding(self): # type: ignore | |
| return self.orig_stream.encoding | |
| def captured_output(stream_name): | |
| # type: (str) -> Iterator[StreamWrapper] | |
| """Return a context manager used by captured_stdout/stdin/stderr | |
| that temporarily replaces the sys stream *stream_name* with a StringIO. | |
| Taken from Lib/support/__init__.py in the CPython repo. | |
| """ | |
| orig_stdout = getattr(sys, stream_name) | |
| setattr(sys, stream_name, StreamWrapper.from_stream(orig_stdout)) | |
| try: | |
| yield getattr(sys, stream_name) | |
| finally: | |
| setattr(sys, stream_name, orig_stdout) | |
| def captured_stdout(): | |
| # type: () -> ContextManager[StreamWrapper] | |
| """Capture the output of sys.stdout: | |
| with captured_stdout() as stdout: | |
| print('hello') | |
| self.assertEqual(stdout.getvalue(), 'hello\n') | |
| Taken from Lib/support/__init__.py in the CPython repo. | |
| """ | |
| return captured_output("stdout") | |
| def captured_stderr(): | |
| # type: () -> ContextManager[StreamWrapper] | |
| """ | |
| See captured_stdout(). | |
| """ | |
| return captured_output("stderr") | |
| # Simulates an enum | |
| def enum(*sequential, **named): | |
| # type: (*Any, **Any) -> Type[Any] | |
| enums = dict(zip(sequential, range(len(sequential))), **named) | |
| reverse = {value: key for key, value in enums.items()} | |
| enums["reverse_mapping"] = reverse | |
| return type("Enum", (), enums) | |
| def build_netloc(host, port): | |
| # type: (str, Optional[int]) -> str | |
| """ | |
| Build a netloc from a host-port pair | |
| """ | |
| if port is None: | |
| return host | |
| if ":" in host: | |
| # Only wrap host with square brackets when it is IPv6 | |
| host = f"[{host}]" | |
| return f"{host}:{port}" | |
| def build_url_from_netloc(netloc, scheme="https"): | |
| # type: (str, str) -> str | |
| """ | |
| Build a full URL from a netloc. | |
| """ | |
| if netloc.count(":") >= 2 and "@" not in netloc and "[" not in netloc: | |
| # It must be a bare IPv6 address, so wrap it with brackets. | |
| netloc = f"[{netloc}]" | |
| return f"{scheme}://{netloc}" | |
| def parse_netloc(netloc): | |
| # type: (str) -> Tuple[str, Optional[int]] | |
| """ | |
| Return the host-port pair from a netloc. | |
| """ | |
| url = build_url_from_netloc(netloc) | |
| parsed = urllib.parse.urlparse(url) | |
| return parsed.hostname, parsed.port | |
| def split_auth_from_netloc(netloc): | |
| # type: (str) -> NetlocTuple | |
| """ | |
| Parse out and remove the auth information from a netloc. | |
| Returns: (netloc, (username, password)). | |
| """ | |
| if "@" not in netloc: | |
| return netloc, (None, None) | |
| # Split from the right because that's how urllib.parse.urlsplit() | |
| # behaves if more than one @ is present (which can be checked using | |
| # the password attribute of urlsplit()'s return value). | |
| auth, netloc = netloc.rsplit("@", 1) | |
| pw = None # type: Optional[str] | |
| if ":" in auth: | |
| # Split from the left because that's how urllib.parse.urlsplit() | |
| # behaves if more than one : is present (which again can be checked | |
| # using the password attribute of the return value) | |
| user, pw = auth.split(":", 1) | |
| else: | |
| user, pw = auth, None | |
| user = urllib.parse.unquote(user) | |
| if pw is not None: | |
| pw = urllib.parse.unquote(pw) | |
| return netloc, (user, pw) | |
| def redact_netloc(netloc): | |
| # type: (str) -> str | |
| """ | |
| Replace the sensitive data in a netloc with "****", if it exists. | |
| For example: | |
| - "user:[email protected]" returns "user:****@example.com" | |
| - "[email protected]" returns "****@example.com" | |
| """ | |
| netloc, (user, password) = split_auth_from_netloc(netloc) | |
| if user is None: | |
| return netloc | |
| if password is None: | |
| user = "****" | |
| password = "" | |
| else: | |
| user = urllib.parse.quote(user) | |
| password = ":****" | |
| return "{user}{password}@{netloc}".format( | |
| user=user, password=password, netloc=netloc | |
| ) | |
| def _transform_url(url, transform_netloc): | |
| # type: (str, Callable[[str], Tuple[Any, ...]]) -> Tuple[str, NetlocTuple] | |
| """Transform and replace netloc in a url. | |
| transform_netloc is a function taking the netloc and returning a | |
| tuple. The first element of this tuple is the new netloc. The | |
| entire tuple is returned. | |
| Returns a tuple containing the transformed url as item 0 and the | |
| original tuple returned by transform_netloc as item 1. | |
| """ | |
| purl = urllib.parse.urlsplit(url) | |
| netloc_tuple = transform_netloc(purl.netloc) | |
| # stripped url | |
| url_pieces = (purl.scheme, netloc_tuple[0], purl.path, purl.query, purl.fragment) | |
| surl = urllib.parse.urlunsplit(url_pieces) | |
| return surl, cast("NetlocTuple", netloc_tuple) | |
| def _get_netloc(netloc): | |
| # type: (str) -> NetlocTuple | |
| return split_auth_from_netloc(netloc) | |
| def _redact_netloc(netloc): | |
| # type: (str) -> Tuple[str,] | |
| return (redact_netloc(netloc),) | |
| def split_auth_netloc_from_url(url): | |
| # type: (str) -> Tuple[str, str, Tuple[str, str]] | |
| """ | |
| Parse a url into separate netloc, auth, and url with no auth. | |
| Returns: (url_without_auth, netloc, (username, password)) | |
| """ | |
| url_without_auth, (netloc, auth) = _transform_url(url, _get_netloc) | |
| return url_without_auth, netloc, auth | |
| def remove_auth_from_url(url): | |
| # type: (str) -> str | |
| """Return a copy of url with 'username:password@' removed.""" | |
| # username/pass params are passed to subversion through flags | |
| # and are not recognized in the url. | |
| return _transform_url(url, _get_netloc)[0] | |
| def redact_auth_from_url(url): | |
| # type: (str) -> str | |
| """Replace the password in a given url with ****.""" | |
| return _transform_url(url, _redact_netloc)[0] | |
| class HiddenText: | |
| def __init__( | |
| self, | |
| secret, # type: str | |
| redacted, # type: str | |
| ): | |
| # type: (...) -> None | |
| self.secret = secret | |
| self.redacted = redacted | |
| def __repr__(self): | |
| # type: (...) -> str | |
| return "<HiddenText {!r}>".format(str(self)) | |
| def __str__(self): | |
| # type: (...) -> str | |
| return self.redacted | |
| # This is useful for testing. | |
| def __eq__(self, other): | |
| # type: (Any) -> bool | |
| if type(self) != type(other): | |
| return False | |
| # The string being used for redaction doesn't also have to match, | |
| # just the raw, original string. | |
| return self.secret == other.secret | |
| def hide_value(value): | |
| # type: (str) -> HiddenText | |
| return HiddenText(value, redacted="****") | |
| def hide_url(url): | |
| # type: (str) -> HiddenText | |
| redacted = redact_auth_from_url(url) | |
| return HiddenText(url, redacted=redacted) | |
| def protect_pip_from_modification_on_windows(modifying_pip): | |
| # type: (bool) -> None | |
| """Protection of pip.exe from modification on Windows | |
| On Windows, any operation modifying pip should be run as: | |
| python -m pip ... | |
| """ | |
| pip_names = [ | |
| "pip.exe", | |
| "pip{}.exe".format(sys.version_info[0]), | |
| "pip{}.{}.exe".format(*sys.version_info[:2]), | |
| ] | |
| # See https://github.com/pypa/pip/issues/1299 for more discussion | |
| should_show_use_python_msg = ( | |
| modifying_pip and WINDOWS and os.path.basename(sys.argv[0]) in pip_names | |
| ) | |
| if should_show_use_python_msg: | |
| new_command = [sys.executable, "-m", "pip"] + sys.argv[1:] | |
| raise CommandError( | |
| "To modify pip, please run the following command:\n{}".format( | |
| " ".join(new_command) | |
| ) | |
| ) | |
| def is_console_interactive(): | |
| # type: () -> bool | |
| """Is this console interactive?""" | |
| return sys.stdin is not None and sys.stdin.isatty() | |
| def hash_file(path, blocksize=1 << 20): | |
| # type: (str, int) -> Tuple[Any, int] | |
| """Return (hash, length) for path using hashlib.sha256()""" | |
| h = hashlib.sha256() | |
| length = 0 | |
| with open(path, "rb") as f: | |
| for block in read_chunks(f, size=blocksize): | |
| length += len(block) | |
| h.update(block) | |
| return h, length | |
| def is_wheel_installed(): | |
| # type: () -> bool | |
| """ | |
| Return whether the wheel package is installed. | |
| """ | |
| try: | |
| import wheel # noqa: F401 | |
| except ImportError: | |
| return False | |
| return True | |
| def pairwise(iterable): | |
| # type: (Iterable[Any]) -> Iterator[Tuple[Any, Any]] | |
| """ | |
| Return paired elements. | |
| For example: | |
| s -> (s0, s1), (s2, s3), (s4, s5), ... | |
| """ | |
| iterable = iter(iterable) | |
| return zip_longest(iterable, iterable) | |
| def partition( | |
| pred, # type: Callable[[T], bool] | |
| iterable, # type: Iterable[T] | |
| ): | |
| # type: (...) -> Tuple[Iterable[T], Iterable[T]] | |
| """ | |
| Use a predicate to partition entries into false entries and true entries, | |
| like | |
| partition(is_odd, range(10)) --> 0 2 4 6 8 and 1 3 5 7 9 | |
| """ | |
| t1, t2 = tee(iterable) | |
| return filterfalse(pred, t1), filter(pred, t2) | |