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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"

"http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">

<head>

<title>matplotlib — Matplotlib 3.4.1 documentation</title>

title="Search within Matplotlib 3.4.1 documentation"

href="../_static/opensearch.xml"/>

</head><body>

<div id="unreleased-message"> You are reading an old version of the documentation (v3.4.1). For the latest version see <a href="/stable/">https://matplotlib.org/stable/</a> </div>

<!--

</div>

-->

<div style="float: left; position: absolute; width: 496px; bottom: 0; padding-bottom: 24px">Version 3.4.1</div>

<div id="forkongithub"><a href="https://github.com/matplotlib/matplotlib">Fork me on GitHub</a></div>

</div>

<ul>

<li><a href="../users/installing.html">Installation</a></li>

<li><a href="../contents.html">Documentation</a></li>

<li><a href="../gallery/index.html">Examples</a></li>

<li><a href="../tutorials/index.html">Tutorials</a></li>

<li><a href="../devel/index.html">Contributing</a></li>

</form>

</li>

</ul>

</nav>

<h3>Navigation</h3>

<ul>

<a href="../genindex.html" title="General Index"

accesskey="I">index</a></li>

<a href="../py-modindex.html" title="Python Module Index"

>modules</a> |</li>

<li><a href="../contents.html">contents</a> »</li>

<li class="nav-item nav-item-1"><a href="index.html" accesskey="U">Module code</a> »</li>

<li class="nav-item nav-item-this"><a href="">matplotlib</a></li>

</ul>

</div>

</div>

<h1>Source code for matplotlib</h1><div class="highlight"><pre>

"""

An object-oriented plotting library.

A procedural interface is provided by the companion pyplot module,

which may be imported directly, e.g.::

import matplotlib.pyplot as plt

or using ipython::

ipython

at your terminal, followed by::

In [1]: %matplotlib

In [2]: import matplotlib.pyplot as plt

at the ipython shell prompt.

For the most part, direct use of the object-oriented library is encouraged when

programming; pyplot is primarily for working interactively. The exceptions are

the pyplot functions `.pyplot.figure`, `.pyplot.subplot`, `.pyplot.subplots`,

and `.pyplot.savefig`, which can greatly simplify scripting.

Modules include:

:mod:`matplotlib.axes`

The `~.axes.Axes` class. Most pyplot functions are wrappers for

`~.axes.Axes` methods. The axes module is the highest level of OO

access to the library.

:mod:`matplotlib.figure`

The `.Figure` class.

:mod:`matplotlib.artist`

The `.Artist` base class for all classes that draw things.

:mod:`matplotlib.lines`

The `.Line2D` class for drawing lines and markers.

:mod:`matplotlib.patches`

Classes for drawing polygons.

:mod:`matplotlib.text`

The `.Text` and `.Annotation` classes.

:mod:`matplotlib.image`

The `.AxesImage` and `.FigureImage` classes.

:mod:`matplotlib.collections`

Classes for efficient drawing of groups of lines or polygons.

:mod:`matplotlib.colors`

Color specifications and making colormaps.

:mod:`matplotlib.cm`

Colormaps, and the `.ScalarMappable` mixin class for providing color

mapping functionality to other classes.

:mod:`matplotlib.ticker`

Calculation of tick mark locations and formatting of tick labels.

:mod:`matplotlib.backends`

A subpackage with modules for various GUI libraries and output formats.

The base matplotlib namespace includes:

`~matplotlib.rcParams`

Default configuration settings; their defaults may be overridden using

a :file:`matplotlibrc` file.

`~matplotlib.use`

Setting the Matplotlib backend. This should be called before any

figure is created, because it is not possible to switch between

different GUI backends after that.

Matplotlib was initially written by John D. Hunter (1968-2012) and is now

developed and maintained by a host of others.

Occasionally the internal documentation (python docstrings) will refer

to MATLAB&reg;, a registered trademark of The MathWorks, Inc.

"""

import atexit

from collections import namedtuple

from collections.abc import MutableMapping

import contextlib

from distutils.version import LooseVersion

import functools

import importlib

import inspect

from inspect import Parameter

import locale

import logging

import os

from pathlib import Path

import pprint

import re

import shutil

import subprocess

import sys

import tempfile

import warnings

# cbook must import matplotlib only within function

# definitions, so it is safe to import from it here.

from . import _api, cbook, docstring, rcsetup

from matplotlib.cbook import MatplotlibDeprecationWarning, sanitize_sequence

from matplotlib.cbook import mplDeprecation # deprecated

from matplotlib.rcsetup import validate_backend, cycler

import numpy

# Get the version from the _version.py versioneer file. For a git checkout,

# this is computed based on the number of commits since the last tag.

from ._version import get_versions

__version__ = str(get_versions()['version'])

del get_versions

_log = logging.getLogger(__name__)

__bibtex__ = r"""@Article{Hunter:2007,

Author = {Hunter, J. D.},

Title = {Matplotlib: A 2D graphics environment},

Journal = {Computing in Science \& Engineering},

Volume = {9},

Number = {3},

Pages = {90--95},

abstract = {Matplotlib is a 2D graphics package used for Python

for application development, interactive scripting, and

publication-quality image generation across user

interfaces and operating systems.},

publisher = {IEEE COMPUTER SOC},

year = 2007

}"""

def _check_versions():

# Quickfix to ensure Microsoft Visual C++ redistributable

# DLLs are loaded before importing kiwisolver

from . import ft2font

for modname, minver in [

("cycler", "0.10"),

("dateutil", "2.7"),

("kiwisolver", "1.0.1"),

("numpy", "1.16"),

("pyparsing", "2.2.1"),

]:

module = importlib.import_module(modname)

if LooseVersion(module.__version__) < minver:

raise ImportError("Matplotlib requires {}>={}; you have {}"

.format(modname, minver, module.__version__))

_check_versions()

# The decorator ensures this always returns the same handler (and it is only

# attached once).

@functools.lru_cache()

def _ensure_handler():

"""

The first time this function is called, attach a `StreamHandler` using the

same format as `logging.basicConfig` to the Matplotlib root logger.

Return this handler every time this function is called.

"""

handler = logging.StreamHandler()

handler.setFormatter(logging.Formatter(logging.BASIC_FORMAT))

_log.addHandler(handler)

return handler

<div class="viewcode-block" id="set_loglevel"><a class="viewcode-back" href="../api/matplotlib_configuration_api.html#matplotlib.set_loglevel">[docs]</a>def set_loglevel(level):

"""

Set Matplotlib's root logger and root logger handler level, creating

the handler if it does not exist yet.

Typically, one should call ``set_loglevel("info")`` or

``set_loglevel("debug")`` to get additional debugging information.

Parameters

----------

level : {"notset", "debug", "info", "warning", "error", "critical"}

The log level of the handler.

Notes

-----

The first time this function is called, an additional handler is attached

to Matplotlib's root handler; this handler is reused every time and this

function simply manipulates the logger and handler's level.

"""

_log.setLevel(level.upper())

_ensure_handler().setLevel(level.upper())</div>

def _logged_cached(fmt, func=None):

"""

Decorator that logs a function's return value, and memoizes that value.

After ::

@_logged_cached(fmt)

def func(): ...

the first call to *func* will log its return value at the DEBUG level using

%-format string *fmt*, and memoize it; later calls to *func* will directly

return that value.

"""

if func is None: # Return the actual decorator.

return functools.partial(_logged_cached, fmt)

called = False

ret = None

@functools.wraps(func)

def wrapper(**kwargs):

nonlocal called, ret

if not called:

ret = func(**kwargs)

called = True

_log.debug(fmt, ret)

return ret

return wrapper

_ExecInfo = namedtuple("_ExecInfo", "executable version")

class ExecutableNotFoundError(FileNotFoundError):

"""

Error raised when an executable that Matplotlib optionally

depends on can't be found.

"""

pass

@functools.lru_cache()

def _get_executable_info(name):

"""

Get the version of some executable that Matplotlib optionally depends on.

.. warning::

The list of executables that this function supports is set according to

Matplotlib's internal needs, and may change without notice.

Parameters

----------

name : str

The executable to query. The following values are currently supported:

"dvipng", "gs", "inkscape", "magick", "pdftops". This list is subject

to change without notice.

Returns

-------

tuple

A namedtuple with fields ``executable`` (`str`) and ``version``

(`distutils.version.LooseVersion`, or ``None`` if the version cannot be

determined).

Raises

------

ExecutableNotFoundError

If the executable is not found or older than the oldest version

supported by Matplotlib.

ValueError

If the executable is not one that we know how to query.

"""

def impl(args, regex, min_ver=None, ignore_exit_code=False):

# Execute the subprocess specified by args; capture stdout and stderr.

# Search for a regex match in the output; if the match succeeds, the

# first group of the match is the version.

# Return an _ExecInfo if the executable exists, and has a version of

# at least min_ver (if set); else, raise ExecutableNotFoundError.

try:

output = subprocess.check_output(

args, stderr=subprocess.STDOUT,

universal_newlines=True, errors="replace")

except subprocess.CalledProcessError as _cpe:

if ignore_exit_code:

output = _cpe.output

else:

raise ExecutableNotFoundError(str(_cpe)) from _cpe

except OSError as _ose:

raise ExecutableNotFoundError(str(_ose)) from _ose

match = re.search(regex, output)

if match:

version = LooseVersion(match.group(1))

if min_ver is not None and version < min_ver:

raise ExecutableNotFoundError(

f"You have {args[0]} version {version} but the minimum "

f"version supported by Matplotlib is {min_ver}")

return _ExecInfo(args[0], version)

else:

raise ExecutableNotFoundError(

f"Failed to determine the version of {args[0]} from "

f"{' '.join(args)}, which output {output}")

if name == "dvipng":

return impl(["dvipng", "-version"], "(?m)^dvipng(?: .*)? (.+)", "1.6")

elif name == "gs":

execs = (["gswin32c", "gswin64c", "mgs", "gs"] # "mgs" for miktex.

if sys.platform == "win32" else

["gs"])

for e in execs:

try:

return impl([e, "--version"], "(.*)", "9")

except ExecutableNotFoundError:

pass

message = "Failed to find a Ghostscript installation"

raise ExecutableNotFoundError(message)

elif name == "inkscape":

try:

# Try headless option first (needed for Inkscape version < 1.0):

return impl(["inkscape", "--without-gui", "-V"],

"Inkscape ([^ ]*)")

except ExecutableNotFoundError:

pass # Suppress exception chaining.

# If --without-gui is not accepted, we may be using Inkscape >= 1.0 so

# try without it:

return impl(["inkscape", "-V"], "Inkscape ([^ ]*)")

elif name == "magick":

if sys.platform == "win32":

# Check the registry to avoid confusing ImageMagick's convert with

# Windows's builtin convert.exe.

import winreg

binpath = ""

for flag in [0, winreg.KEY_WOW64_32KEY, winreg.KEY_WOW64_64KEY]:

try:

with winreg.OpenKeyEx(

winreg.HKEY_LOCAL_MACHINE,

r"Software\Imagemagick\Current",

0, winreg.KEY_QUERY_VALUE | flag) as hkey:

binpath = winreg.QueryValueEx(hkey, "BinPath")[0]

except OSError:

pass

path = None

if binpath:

for name in ["convert.exe", "magick.exe"]:

candidate = Path(binpath, name)

if candidate.exists():

path = str(candidate)

break

if path is None:

raise ExecutableNotFoundError(

"Failed to find an ImageMagick installation")

else:

path = "convert"

info = impl([path, "--version"], r"^Version: ImageMagick (\S*)")

if info.version == "7.0.10-34":

# https://github.com/ImageMagick/ImageMagick/issues/2720

raise ExecutableNotFoundError(

f"You have ImageMagick {info.version}, which is unsupported")

return info

elif name == "pdftops":

info = impl(["pdftops", "-v"], "^pdftops version (.*)",

ignore_exit_code=True)

if info and not ("3.0" <= info.version

# poppler version numbers.

or "0.9" <= info.version <= "1.0"):

raise ExecutableNotFoundError(

f"You have pdftops version {info.version} but the minimum "

f"version supported by Matplotlib is 3.0")

return info

else:

raise ValueError("Unknown executable: {!r}".format(name))

def checkdep_usetex(s):

if not s:

return False

if not shutil.which("tex"):

_log.warning("usetex mode requires TeX.")

return False

try:

_get_executable_info("dvipng")

except ExecutableNotFoundError:

_log.warning("usetex mode requires dvipng.")

return False

try:

_get_executable_info("gs")

except ExecutableNotFoundError:

_log.warning("usetex mode requires ghostscript.")

return False

return True

def _get_xdg_config_dir():

"""

Return the XDG configuration directory, according to the XDG base

directory spec:

https://standards.freedesktop.org/basedir-spec/basedir-spec-latest.html

"""

return os.environ.get('XDG_CONFIG_HOME') or str(Path.home() / ".config")

def _get_xdg_cache_dir():

"""

Return the XDG cache directory, according to the XDG base directory spec:

https://standards.freedesktop.org/basedir-spec/basedir-spec-latest.html

"""

return os.environ.get('XDG_CACHE_HOME') or str(Path.home() / ".cache")

def _get_config_or_cache_dir(xdg_base):

configdir = os.environ.get('MPLCONFIGDIR')

if configdir:

configdir = Path(configdir).resolve()

elif sys.platform.startswith(('linux', 'freebsd')) and xdg_base:

configdir = Path(xdg_base, "matplotlib")

else:

configdir = Path.home() / ".matplotlib"

try:

configdir.mkdir(parents=True, exist_ok=True)

except OSError:

pass

else:

if os.access(str(configdir), os.W_OK) and configdir.is_dir():

return str(configdir)

# If the config or cache directory cannot be created or is not a writable

# directory, create a temporary one.

tmpdir = os.environ["MPLCONFIGDIR"] = \

tempfile.mkdtemp(prefix="matplotlib-")

atexit.register(shutil.rmtree, tmpdir)

_log.warning(

"Matplotlib created a temporary config/cache directory at %s because "

"the default path (%s) is not a writable directory; it is highly "

"recommended to set the MPLCONFIGDIR environment variable to a "

"writable directory, in particular to speed up the import of "

"Matplotlib and to better support multiprocessing.",

tmpdir, configdir)

return tmpdir

<div class="viewcode-block" id="get_configdir"><a class="viewcode-back" href="../api/matplotlib_configuration_api.html#matplotlib.get_configdir">[docs]</a>@_logged_cached('CONFIGDIR=%s')

def get_configdir():

"""

Return the string path of the the configuration directory.

The directory is chosen as follows:

1. If the MPLCONFIGDIR environment variable is supplied, choose that.

2. On Linux, follow the XDG specification and look first in

``$XDG_CONFIG_HOME``, if defined, or ``$HOME/.config``. On other

platforms, choose ``$HOME/.matplotlib``.

3. If the chosen directory exists and is writable, use that as the

configuration directory.

4. Else, create a temporary directory, and use it as the configuration

directory.

"""

return _get_config_or_cache_dir(_get_xdg_config_dir())</div>

<div class="viewcode-block" id="get_cachedir"><a class="viewcode-back" href="../api/matplotlib_configuration_api.html#matplotlib.get_cachedir">[docs]</a>@_logged_cached('CACHEDIR=%s')

def get_cachedir():

"""

Return the string path of the cache directory.

The procedure used to find the directory is the same as for

_get_config_dir, except using ``$XDG_CACHE_HOME``/``$HOME/.cache`` instead.

"""

return _get_config_or_cache_dir(_get_xdg_cache_dir())</div>

<div class="viewcode-block" id="get_data_path"><a class="viewcode-back" href="../api/matplotlib_configuration_api.html#matplotlib.get_data_path">[docs]</a>@_logged_cached('matplotlib data path: %s')

def get_data_path():

"""Return the path to Matplotlib data."""

return str(Path(__file__).with_name("mpl-data"))</div>

<div class="viewcode-block" id="matplotlib_fname"><a class="viewcode-back" href="../api/matplotlib_configuration_api.html#matplotlib.matplotlib_fname">[docs]</a>def matplotlib_fname():

"""

Get the location of the config file.

The file location is determined in the following order

- ``$PWD/matplotlibrc``

- ``$MATPLOTLIBRC`` if it is not a directory

- ``$MATPLOTLIBRC/matplotlibrc``

- ``$MPLCONFIGDIR/matplotlibrc``

- On Linux,

- ``$XDG_CONFIG_HOME/matplotlib/matplotlibrc`` (if ``$XDG_CONFIG_HOME``

is defined)

- or ``$HOME/.config/matplotlib/matplotlibrc`` (if ``$XDG_CONFIG_HOME``

is not defined)

- On other platforms,

- ``$HOME/.matplotlib/matplotlibrc`` if ``$HOME`` is defined

- Lastly, it looks in ``$MATPLOTLIBDATA/matplotlibrc``, which should always

exist.

"""

def gen_candidates():

# rely on down-stream code to make absolute. This protects us

# from having to directly get the current working directory

# which can fail if the user has ended up with a cwd that is

# non-existent.

yield 'matplotlibrc'

try:

matplotlibrc = os.environ['MATPLOTLIBRC']

except KeyError:

pass

else:

yield matplotlibrc

yield os.path.join(matplotlibrc, 'matplotlibrc')

yield os.path.join(get_configdir(), 'matplotlibrc')

yield os.path.join(get_data_path(), 'matplotlibrc')

for fname in gen_candidates():

if os.path.exists(fname) and not os.path.isdir(fname):

return fname

raise RuntimeError("Could not find matplotlibrc file; your Matplotlib "

"install is broken")</div>

# rcParams deprecated and automatically mapped to another key.

# Values are tuples of (version, new_name, f_old2new, f_new2old).

_deprecated_map = {}

# rcParams deprecated; some can manually be mapped to another key.

# Values are tuples of (version, new_name_or_None).

_deprecated_ignore_map = {

'mpl_toolkits.legacy_colorbar': ('3.4', None),

}

# rcParams deprecated; can use None to suppress warnings; remain actually

# listed in the rcParams (not included in _all_deprecated).

# Values are tuples of (version,)

_deprecated_remain_as_none = {

'animation.avconv_path': ('3.3',),

'animation.avconv_args': ('3.3',),

'animation.html_args': ('3.3',),

'mathtext.fallback_to_cm': ('3.3',),

'keymap.all_axes': ('3.3',),

'savefig.jpeg_quality': ('3.3',),

'text.latex.preview': ('3.3',),

}

_all_deprecated = {*_deprecated_map, *_deprecated_ignore_map}

<div class="viewcode-block" id="RcParams"><a class="viewcode-back" href="../api/matplotlib_configuration_api.html#matplotlib.RcParams">[docs]</a>@docstring.Substitution("\n".join(map("- {}".format, rcsetup._validators)))

class RcParams(MutableMapping, dict):

"""

A dictionary object including validation.

Validating functions are defined and associated with rc parameters in

:mod:`matplotlib.rcsetup`.

The list of rcParams is:

%s

See Also

--------

:ref:`customizing-with-matplotlibrc-files`

"""

validate = rcsetup._validators

# validate values on the way in

def __init__(self, *args, **kwargs):

self.update(*args, **kwargs)

def __setitem__(self, key, val):

try:

if key in _deprecated_map:

version, alt_key, alt_val, inverse_alt = _deprecated_map[key]

_api.warn_deprecated(

version, name=key, obj_type="rcparam", alternative=alt_key)

key = alt_key

val = alt_val(val)

elif key in _deprecated_remain_as_none and val is not None:

version, = _deprecated_remain_as_none[key]

_api.warn_deprecated(version, name=key, obj_type="rcparam")

elif key in _deprecated_ignore_map:

version, alt_key = _deprecated_ignore_map[key]

_api.warn_deprecated(

return

elif key == 'backend':

if val is rcsetup._auto_backend_sentinel:

if 'backend' in self:

return

try:

cval = self.validate[key](val)

except ValueError as ve:

raise ValueError(f"Key {key}: {ve}") from None

dict.__setitem__(self, key, cval)

except KeyError as err:

raise KeyError(

f"{key} is not a valid rc parameter (see rcParams.keys() for "

f"a list of valid parameters)") from err

def __getitem__(self, key):

if key in _deprecated_map:

_api.warn_deprecated(

return inverse_alt(dict.__getitem__(self, alt_key))

elif key in _deprecated_ignore_map:

_api.warn_deprecated(

return dict.__getitem__(self, alt_key) if alt_key else None

elif key == "backend":

val = dict.__getitem__(self, key)

from matplotlib import pyplot as plt

plt.switch_backend(rcsetup._auto_backend_sentinel)

def __repr__(self):

class_name = self.__class__.__name__

indent = len(class_name) + 1

with _api.suppress_matplotlib_deprecation_warning():

repr_split = pprint.pformat(dict(self), indent=1,

width=80 - indent).split('\n')

repr_indented = ('\n' + ' ' * indent).join(repr_split)

return '{}({})'.format(class_name, repr_indented)

def __str__(self):

return '\n'.join(map('{0[0]}: {0[1]}'.format, sorted(self.items())))

def __iter__(self):

"""Yield sorted list of keys."""

with _api.suppress_matplotlib_deprecation_warning():

yield from sorted(dict.__iter__(self))

def __len__(self):

return dict.__len__(self)

<div class="viewcode-block" id="RcParams.find_all"><a class="viewcode-back" href="../api/matplotlib_configuration_api.html#matplotlib.RcParams.find_all">[docs]</a> def find_all(self, pattern):

"""

Return the subset of this RcParams dictionary whose keys match,

using :func:`re.search`, the given ``pattern``.

.. note::

Changes to the returned dictionary are *not* propagated to

the parent RcParams dictionary.

"""

pattern_re = re.compile(pattern)

return RcParams((key, value)

for key, value in self.items()

if pattern_re.search(key))</div>

def copy(self):

return {k: dict.__getitem__(self, k) for k in self}</div>

<div class="viewcode-block" id="rc_params"><a class="viewcode-back" href="../api/matplotlib_configuration_api.html#matplotlib.rc_params">[docs]</a>def rc_params(fail_on_error=False):

"""Construct a `RcParams` instance from the default Matplotlib rc file."""

return rc_params_from_file(matplotlib_fname(), fail_on_error)</div>

URL_REGEX = re.compile(r'^http://|^https://|^ftp://|^file:')

def is_url(filename):

"""Return whether *filename* is an http, https, ftp, or file URL path."""

return URL_REGEX.match(filename) is not None

@functools.lru_cache()

def _get_ssl_context():

try:

import certifi

except ImportError:

_log.debug("Could not import certifi.")

return None

import ssl

return ssl.create_default_context(cafile=certifi.where())

@contextlib.contextmanager

def _open_file_or_url(fname):

if not isinstance(fname, Path) and is_url(fname):

import urllib.request

ssl_ctx = _get_ssl_context()

if ssl_ctx is None:

_log.debug(

"Could not get certifi ssl context, https may not work."

)

with urllib.request.urlopen(fname, context=ssl_ctx) as f:

yield (line.decode('utf-8') for line in f)

else:

fname = os.path.expanduser(fname)

encoding = locale.getpreferredencoding(do_setlocale=False)

if encoding is None:

encoding = "utf-8"

with open(fname, encoding=encoding) as f:

yield f

def _rc_params_in_file(fname, transform=lambda x: x, fail_on_error=False):

"""

Construct a `RcParams` instance from file *fname*.

Unlike `rc_params_from_file`, the configuration class only contains the

parameters specified in the file (i.e. default values are not filled in).

Parameters

----------

fname : path-like

The loaded file.

transform : callable, default: the identity function

A function called on each individual line of the file to transform it,

before further parsing.

fail_on_error : bool, default: False

Whether invalid entries should result in an exception or a warning.

"""

rc_temp = {}

with _open_file_or_url(fname) as fd:

try:

for line_no, line in enumerate(fd, 1):

line = transform(line)

strippedline = line.split('#', 1)[0].strip()

if not strippedline:

continue

tup = strippedline.split(':', 1)

if len(tup) != 2:

_log.warning('Missing colon in file %r, line %d (%r)',

fname, line_no, line.rstrip('\n'))

continue

key, val = tup

key = key.strip()

val = val.strip()

if key in rc_temp:

_log.warning('Duplicate key in file %r, line %d (%r)',

rc_temp[key] = (val, line, line_no)

except UnicodeDecodeError:

_log.warning('Cannot decode configuration file %s with encoding '

'%s, check LANG and LC_* variables.',

fname,

locale.getpreferredencoding(do_setlocale=False)

or 'utf-8 (default)')

raise

config = RcParams()

for key, (val, line, line_no) in rc_temp.items():

if key in rcsetup._validators:

if fail_on_error:

config[key] = val # try to convert to proper type or raise

else:

try:

except Exception as msg:

_log.warning('Bad value in file %r, line %d (%r): %s',

elif key in _deprecated_ignore_map:

_api.warn_deprecated(

version, name=key, alternative=alt_key, obj_type='rcparam',

addendum="Please update your matplotlibrc.")

else:

version = 'master' if '.post' in __version__ else f'v{__version__}'

_log.warning("""

Bad key %(key)s in file %(fname)s, line %(line_no)s (%(line)r)

You probably need to get an updated matplotlibrc file from

https://github.com/matplotlib/matplotlib/blob/%(version)s/matplotlibrc.template

or from the matplotlib source distribution""",

dict(key=key, fname=fname, line_no=line_no,

line=line.rstrip('\n'), version=version))

return config

<div class="viewcode-block" id="rc_params_from_file"><a class="viewcode-back" href="../api/matplotlib_configuration_api.html#matplotlib.rc_params_from_file">[docs]</a>def rc_params_from_file(fname, fail_on_error=False, use_default_template=True):

"""

Construct a `RcParams` from file *fname*.

Parameters

----------

fname : str or path-like

A file with Matplotlib rc settings.

fail_on_error : bool

If True, raise an error when the parser fails to convert a parameter.

use_default_template : bool

If True, initialize with default parameters before updating with those

in the given file. If False, the configuration class only contains the

parameters specified in the file. (Useful for updating dicts.)

"""

config_from_file = _rc_params_in_file(fname, fail_on_error=fail_on_error)

if not use_default_template:

return config_from_file

with _api.suppress_matplotlib_deprecation_warning():

config = RcParams({**rcParamsDefault, **config_from_file})

if "".join(config['text.latex.preamble']):

_log.info("""

*****************************************************************

You have the following UNSUPPORTED LaTeX preamble customizations:

%s

Please do not ask for support with these customizations active.

*****************************************************************

""", '\n'.join(config['text.latex.preamble']))

_log.debug('loaded rc file %s', fname)

return config</div>

# When constructing the global instances, we need to perform certain updates

# by explicitly calling the superclass (dict.update, dict.items) to avoid

# triggering resolution of _auto_backend_sentinel.

rcParamsDefault = _rc_params_in_file(

cbook._get_data_path("matplotlibrc"),

# Strip leading comment.

transform=lambda line: line[1:] if line.startswith("#") else line,

fail_on_error=True)

dict.update(rcParamsDefault, rcsetup._hardcoded_defaults)

rcParams = RcParams() # The global instance.

dict.update(rcParams, dict.items(rcParamsDefault))

dict.update(rcParams, _rc_params_in_file(matplotlib_fname()))

with _api.suppress_matplotlib_deprecation_warning():

rcParamsOrig = RcParams(rcParams.copy())

# This also checks that all rcParams are indeed listed in the template.

# Assigning to rcsetup.defaultParams is left only for backcompat.

defaultParams = rcsetup.defaultParams = {

# We want to resolve deprecated rcParams, but not backend...

key: [(rcsetup._auto_backend_sentinel if key == "backend" else

rcParamsDefault[key]),

validator]

for key, validator in rcsetup._validators.items()}

if rcParams['axes.formatter.use_locale']:

locale.setlocale(locale.LC_ALL, '')

<div class="viewcode-block" id="rc"><a class="viewcode-back" href="../api/matplotlib_configuration_api.html#matplotlib.rc">[docs]</a>def rc(group, **kwargs):

"""

Set the current `.rcParams`. *group* is the grouping for the rc, e.g.,

for ``lines.linewidth`` the group is ``lines``, for

``axes.facecolor``, the group is ``axes``, and so on. Group may

also be a list or tuple of group names, e.g., (*xtick*, *ytick*).

*kwargs* is a dictionary attribute name/value pairs, e.g.,::

rc('lines', linewidth=2, color='r')

sets the current `.rcParams` and is equivalent to::

rcParams['lines.linewidth'] = 2

rcParams['lines.color'] = 'r'

The following aliases are available to save typing for interactive users:

===== =================

Alias Property

===== =================

'lw' 'linewidth'

'ls' 'linestyle'

'c' 'color'

'fc' 'facecolor'

'ec' 'edgecolor'

'mew' 'markeredgewidth'

'aa' 'antialiased'

===== =================

Thus you could abbreviate the above call as::

rc('lines', lw=2, c='r')

Note you can use python's kwargs dictionary facility to store

dictionaries of default parameters. e.g., you can customize the

font rc as follows::

font = {'family' : 'monospace',

'weight' : 'bold',

'size' : 'larger'}

rc('font', **font) # pass in the font dict as kwargs

This enables you to easily switch between several configurations. Use

``matplotlib.style.use('default')`` or :func:`~matplotlib.rcdefaults` to

restore the default `.rcParams` after changes.

Notes

-----

Similar functionality is available by using the normal dict interface, i.e.

``rcParams.update({"lines.linewidth": 2, ...})`` (but ``rcParams.update``

does not support abbreviations or grouping).

"""

aliases = {

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