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"""
This is an object-orient plotting library.

A procedural interface is provided by the companion pyplot module,
which may be imported directly, e.g::

from matplotlib.pyplot import *

To include numpy functions too, use::

from pylab import *

or using ipython::

ipython -pylab

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 commands :func:`~matplotlib.pyplot.figure`,
:func:`~matplotlib.pyplot.subplot`,
:func:`~matplotlib.pyplot.subplots`,
:func:`~matplotlib.backends.backend_qt4agg.show`, and
:func:`~pyplot.savefig`, which can greatly simplify scripting.

Modules include:

:mod:`matplotlib.axes`
defines the :class:`~matplotlib.axes.Axes` class. Most pylab
commands are wrappers for :class:`~matplotlib.axes.Axes`
methods. The axes module is the highest level of OO access to
the library.

:mod:`matplotlib.figure`
defines the :class:`~matplotlib.figure.Figure` class.

:mod:`matplotlib.artist`
defines the :class:`~matplotlib.artist.Artist` base class for
all classes that draw things.

:mod:`matplotlib.lines`
defines the :class:`~matplotlib.lines.Line2D` class for
drawing lines and markers

:mod:`matplotlib.patches`
defines classes for drawing polygons

:mod:`matplotlib.text`
defines the :class:`~matplotlib.text.Text`,
:class:`~matplotlib.text.TextWithDash`, and
:class:`~matplotlib.text.Annotate` classes

:mod:`matplotlib.image`
defines the :class:`~matplotlib.image.AxesImage` and
:class:`~matplotlib.image.FigureImage` classes

:mod:`matplotlib.collections`
classes for efficient drawing of groups of lines or polygons

:mod:`matplotlib.colors`
classes for interpreting color specifications and for making
colormaps

:mod:`matplotlib.cm`
colormaps and the :class:`~matplotlib.image.ScalarMappable`
mixin class for providing color mapping functionality to other
classes

:mod:`matplotlib.ticker`
classes for calculating tick mark locations and for formatting
tick labels

:mod:`matplotlib.backends`
a subpackage with modules for various gui libraries and output
formats

The base matplotlib namespace includes:

:data:`~matplotlib.rcParams`
a global dictionary of default configuration settings. It is
initialized by code which may be overridded by a matplotlibrc
file.

:func:`~matplotlib.rc`
a function for setting groups of rcParams values

:func:`~matplotlib.use`
a function for setting the matplotlib backend. If used, this
function must be called immediately after importing matplotlib
for the first time. In particular, it must be called
**before** importing pylab (if pylab is imported).

matplotlib was initially written by John D. Hunter (jdh2358 at
gmail.com) and is now developed and maintained by a host of others.

Occasionally the internal documentation (python docstrings) will refer
to MATLAB®, a registered trademark of The MathWorks, Inc.

"""
from __future__ import print_function

__version__ = '1.2.x'
__version__numpy__ = '1.4' # minimum required numpy version

import os, re, shutil, subprocess, sys, warnings
import distutils.sysconfig
import distutils.version

try:
    reload
except NameError:
    # Python 3
    from imp import reload

# Needed for toolkit setuptools support
if 0:
    try:
        __import__('pkg_resources').declare_namespace(__name__)
    except ImportError:
        pass # must not have setuptools

if not hasattr(sys, 'argv'): # for modpython
    sys.argv = ['modpython']

"""
Manage user customizations through a rc file.

The default file location is given in the following order

- environment variable MATPLOTLIBRC

- HOME/.matplotlib/matplotlibrc if HOME is defined

- PATH/matplotlibrc where PATH is the return value of
get_data_path()
"""

import sys, os, tempfile

if sys.version_info[0] >= 3:
    def ascii(s): return bytes(s, 'ascii')

    def byte2str(b): return b.decode('ascii')

else:
    ascii = str

    def byte2str(b): return b


from matplotlib.rcsetup import (defaultParams,
                                validate_backend,
                                validate_toolbar)

major, minor1, minor2, s, tmp = sys.version_info
_python24 = (major == 2 and minor1 >= 4) or major >= 3

# the havedate check was a legacy from old matplotlib which preceeded
# datetime support
_havedate = True

#try:
# import pkg_resources # pkg_resources is part of setuptools
#except ImportError: _have_pkg_resources = False
#else: _have_pkg_resources = True

if not _python24:
    raise ImportError('matplotlib requires Python 2.4 or later')


import numpy
from distutils import version
expected_version = version.LooseVersion(__version__numpy__)
found_version = version.LooseVersion(numpy.__version__)
if not found_version >= expected_version:
    raise ImportError(
        'numpy %s or later is required; you have %s' % (
            __version__numpy__, numpy.__version__))
del version

def is_string_like(obj):
    if hasattr(obj, 'shape'): return 0
    try: obj + ''
    except (TypeError, ValueError): return 0
    return 1


def _is_writable_dir(p):
    """
p is a string pointing to a putative writable dir -- return True p
is such a string, else False
"""
    try: p + '' # test is string like
    except TypeError: return False
    try:
        t = tempfile.TemporaryFile(dir=p)
        try:
            t.write(ascii('1'))
        finally:
            t.close()
    except OSError: return False
    else: return True

class Verbose:
    """
A class to handle reporting. Set the fileo attribute to any file
instance to handle the output. Default is sys.stdout
"""
    levels = ('silent', 'helpful', 'debug', 'debug-annoying')
    vald = dict( [(level, i) for i,level in enumerate(levels)])

    # parse the verbosity from the command line; flags look like
    # --verbose-silent or --verbose-helpful
    _commandLineVerbose = None

    for arg in sys.argv[1:]:
        if not arg.startswith('--verbose-'): continue
        _commandLineVerbose = arg[10:]

    def __init__(self):
        self.set_level('silent')
        self.fileo = sys.stdout

    def set_level(self, level):
        'set the verbosity to one of the Verbose.levels strings'

        if self._commandLineVerbose is not None:
            level = self._commandLineVerbose
        if level not in self.levels:
            raise ValueError('Illegal verbose string "%s". Legal values are %s'%(level, self.levels))
        self.level = level

    def set_fileo(self, fname):
        std = {
            'sys.stdout': sys.stdout,
            'sys.stderr': sys.stderr,
        }
        if fname in std:
            self.fileo = std[fname]
        else:
            try:
                fileo = open(fname, 'w')
            except IOError:
                raise ValueError('Verbose object could not open log file "%s" for writing.\nCheck your matplotlibrc verbose.fileo setting'%fname)
            else:
                self.fileo = fileo

    def report(self, s, level='helpful'):
        """
print message s to self.fileo if self.level>=level. Return
value indicates whether a message was issued

"""
        if self.ge(level):
            print(s, file=self.fileo)
            return True
        return False

    def wrap(self, fmt, func, level='helpful', always=True):
        """
return a callable function that wraps func and reports it
output through the verbose handler if current verbosity level
is higher than level

if always is True, the report will occur on every function
call; otherwise only on the first time the function is called
"""
        assert callable(func)
        def wrapper(*args, **kwargs):
            ret = func(*args, **kwargs)

            if (always or not wrapper._spoke):
                spoke = self.report(fmt%ret, level)
                if not wrapper._spoke: wrapper._spoke = spoke
            return ret
        wrapper._spoke = False
        wrapper.__doc__ = func.__doc__
        return wrapper

    def ge(self, level):
        'return true if self.level is >= level'
        return self.vald[self.level]>=self.vald[level]


verbose=Verbose()



def checkdep_dvipng():
    try:
        s = subprocess.Popen(['dvipng','-version'], stdout=subprocess.PIPE,
                             stderr=subprocess.PIPE)
        line = s.stdout.readlines()[1]
        v = byte2str(line.split()[-1])
        return v
    except (IndexError, ValueError, OSError):
        return None

def checkdep_ghostscript():
    try:
        if sys.platform == 'win32':
            command_args = ['gswin32c', '--version']
        else:
            command_args = ['gs', '--version']
        s = subprocess.Popen(command_args, stdout=subprocess.PIPE,
                             stderr=subprocess.PIPE)
        v = byte2str(s.stdout.read()[:-1])
        return v
    except (IndexError, ValueError, OSError):
        return None

def checkdep_tex():
    try:
        s = subprocess.Popen(['tex','-version'], stdout=subprocess.PIPE,
                             stderr=subprocess.PIPE)
        line = byte2str(s.stdout.readlines()[0])
        pattern = '3\.1\d+'
        match = re.search(pattern, line)
        v = match.group(0)
        return v
    except (IndexError, ValueError, AttributeError, OSError):
        return None

def checkdep_pdftops():
    try:
        s = subprocess.Popen(['pdftops','-v'], stdout=subprocess.PIPE,
                             stderr=subprocess.PIPE)
        for line in s.stderr:
            if b'version' in line:
                v = byte2str(line.split()[-1])
        return v
    except (IndexError, ValueError, UnboundLocalError, OSError):
        return None

def checkdep_inkscape():
    try:
        s = subprocess.Popen(['inkscape','-V'], stdout=subprocess.PIPE,
                             stderr=subprocess.PIPE)
        for line in s.stdout:
            if b'Inkscape' in line:
                v = byte2str(line.split()[1])
                break
        return v
    except (IndexError, ValueError, UnboundLocalError, OSError):
        return None

def checkdep_xmllint():
    try:
        s = subprocess.Popen(['xmllint','--version'], stdout=subprocess.PIPE,
                             stderr=subprocess.PIPE)
        for line in s.stderr:
            if b'version' in line:
                v = byte2str(line.split()[-1])
                break
        return v
    except (IndexError, ValueError, UnboundLocalError, OSError):
        return None

def compare_versions(a, b):
    "return True if a is greater than or equal to b"
    if a:
        a = distutils.version.LooseVersion(a)
        b = distutils.version.LooseVersion(b)
        if a>=b: return True
        else: return False
    else: return False

def checkdep_ps_distiller(s):
    if not s:
        return False

    flag = True
    gs_req = '7.07'
    gs_sugg = '7.07'
    gs_v = checkdep_ghostscript()
    if compare_versions(gs_v, gs_sugg): pass
    elif compare_versions(gs_v, gs_req):
        verbose.report(('ghostscript-%s found. ghostscript-%s or later '
                        'is recommended to use the ps.usedistiller option.') % (gs_v, gs_sugg))
    else:
        flag = False
        warnings.warn(('matplotlibrc ps.usedistiller option can not be used '
                       'unless ghostscript-%s or later is installed on your system') % gs_req)

    if s == 'xpdf':
        pdftops_req = '3.0'
        pdftops_req_alt = '0.9' # poppler version numbers, ugh
        pdftops_v = checkdep_pdftops()
        if compare_versions(pdftops_v, pdftops_req):
            pass
        elif compare_versions(pdftops_v, pdftops_req_alt) and not \
            compare_versions(pdftops_v, '1.0'):
            pass
        else:
            flag = False
            warnings.warn(('matplotlibrc ps.usedistiller can not be set to '
                           'xpdf unless xpdf-%s or later is installed on your system') % pdftops_req)

    if flag:
        return s
    else:
        return False

def checkdep_usetex(s):
    if not s:
        return False

    tex_req = '3.1415'
    gs_req = '7.07'
    gs_sugg = '7.07'
    dvipng_req = '1.5'
    flag = True

    tex_v = checkdep_tex()
    if compare_versions(tex_v, tex_req): pass
    else:
        flag = False
        warnings.warn(('matplotlibrc text.usetex option can not be used '
                       'unless TeX-%s or later is '
                       'installed on your system') % tex_req)

    dvipng_v = checkdep_dvipng()
    if compare_versions(dvipng_v, dvipng_req): pass
    else:
        flag = False
        warnings.warn( 'matplotlibrc text.usetex can not be used with *Agg '
                       'backend unless dvipng-1.5 or later is '
                       'installed on your system')

    gs_v = checkdep_ghostscript()
    if compare_versions(gs_v, gs_sugg): pass
    elif compare_versions(gs_v, gs_req):
        verbose.report(('ghostscript-%s found. ghostscript-%s or later is '
                        'recommended for use with the text.usetex '
                        'option.') % (gs_v, gs_sugg))
    else:
        flag = False
        warnings.warn(('matplotlibrc text.usetex can not be used '
                       'unless ghostscript-%s or later is '
                       'installed on your system') % gs_req)

    return flag


def _get_home():
    """Find user's home directory if possible.
Otherwise raise error.

:see: http://mail.python.org/pipermail/python-list/2005-February/263921.html
"""
    path=''
    try:
        path=os.path.expanduser("~")
    except:
        pass
    if not os.path.isdir(path):
        for evar in ('HOME', 'USERPROFILE', 'TMP'):
            try:
                path = os.environ[evar]
                if os.path.isdir(path):
                    break
            except: pass
    if path:
        return path
    else:
        raise RuntimeError('please define environment variable $HOME')


def _create_tmp_config_dir():
    """
If the config directory can not be created, create a temporary
directory.
"""
    import tempfile

    tempdir = os.path.join(tempfile.gettempdir(), 'matplotlib')
    os.environ['MPLCONFIGDIR'] = tempdir

    return tempdir


get_home = verbose.wrap('$HOME=%s', _get_home, always=False)

def _get_configdir():
    """
Return the string representing the configuration directory.

Default is HOME/.matplotlib. You can override this with the
MPLCONFIGDIR environment variable. If the default is not
writable, and MPLCONFIGDIR is not set, then
tempfile.gettempdir() is used to provide a directory in
which a matplotlib subdirectory is created as the configuration
directory.
"""

    configdir = os.environ.get('MPLCONFIGDIR')
    if configdir is not None:
        if not os.path.exists(configdir):
            os.makedirs(configdir)
        if not _is_writable_dir(configdir):
            return _create_tmp_config_dir()
        return configdir

    h = get_home()
    p = os.path.join(get_home(), '.matplotlib')

    if os.path.exists(p):
        if not _is_writable_dir(p):
            return _create_tmp_config_dir()
    else:
        if not _is_writable_dir(h):
            return _create_tmp_config_dir()
        from matplotlib.cbook import mkdirs
        mkdirs(p)

    return p
get_configdir = verbose.wrap('CONFIGDIR=%s', _get_configdir, always=False)


def _get_data_path():
    'get the path to matplotlib data'

    if 'MATPLOTLIBDATA' in os.environ:
        path = os.environ['MATPLOTLIBDATA']
        if not os.path.isdir(path):
            raise RuntimeError('Path in environment MATPLOTLIBDATA not a directory')
        return path

    path = os.sep.join([os.path.dirname(__file__), 'mpl-data'])
    if os.path.isdir(path):
        return path

    # setuptools' namespace_packages may highjack this init file
    # so need to try something known to be in matplotlib, not basemap
    import matplotlib.afm
    path = os.sep.join([os.path.dirname(matplotlib.afm.__file__), 'mpl-data'])
    if os.path.isdir(path):
        return path

    # py2exe zips pure python, so still need special check
    if getattr(sys,'frozen',None):
        exe_path = os.path.dirname(sys.executable)
        path = os.path.join(exe_path, 'mpl-data')
        if os.path.isdir(path):
            return path

        # Try again assuming we need to step up one more directory
        path = os.path.join(os.path.split(exe_path)[0], 'mpl-data')
        if os.path.isdir(path):
            return path

        # Try again assuming sys.path[0] is a dir not a exe
        path = os.path.join(sys.path[0], 'mpl-data')
        if os.path.isdir(path):
            return path

    raise RuntimeError('Could not find the matplotlib data files')

def _get_data_path_cached():
    if defaultParams['datapath'][0] is None:
        defaultParams['datapath'][0] = _get_data_path()
    return defaultParams['datapath'][0]

get_data_path = verbose.wrap('matplotlib data path %s', _get_data_path_cached,
                             always=False)



def get_example_data(fname):
    """
get_example_data is deprecated -- use matplotlib.cbook.get_sample_data instead
"""
    raise NotImplementedError('get_example_data is deprecated -- use matplotlib.cbook.get_sample_data instead')


def get_py2exe_datafiles():
    datapath = get_data_path()
    head, tail = os.path.split(datapath)
    d = {}
    for root, dirs, files in os.walk(datapath):
        # Need to explicitly remove cocoa_agg files or py2exe complains
        # NOTE I dont know why, but do as previous version
        if 'Matplotlib.nib' in files:
            files.remove('Matplotlib.nib')
        files = [os.path.join(root, filename) for filename in files]
        root = root.replace(tail, 'mpl-data')
        root = root[root.index('mpl-data'):]
        d[root] = files
    return list(d.items())


def matplotlib_fname():
    """
Return the path to the rc file

Search order:

* current working dir
* environ var MATPLOTLIBRC
* HOME/.matplotlib/matplotlibrc
* MATPLOTLIBDATA/matplotlibrc


"""

    oldname = os.path.join( os.getcwd(), '.matplotlibrc')
    if os.path.exists(oldname):
        print("""\
WARNING: Old rc filename ".matplotlibrc" found in working dir
and and renamed to new default rc file name "matplotlibrc"
(no leading"dot"). """, file=sys.stderr)
        shutil.move('.matplotlibrc', 'matplotlibrc')

    home = get_home()
    oldname = os.path.join( home, '.matplotlibrc')
    if os.path.exists(oldname):
        configdir = get_configdir()
        newname = os.path.join(configdir, 'matplotlibrc')
        print("""\
WARNING: Old rc filename "%s" found and renamed to
new default rc file name "%s"."""%(oldname, newname), file=sys.stderr)

        shutil.move(oldname, newname)


    fname = os.path.join( os.getcwd(), 'matplotlibrc')
    if os.path.exists(fname): return fname

    if 'MATPLOTLIBRC' in os.environ:
        path = os.environ['MATPLOTLIBRC']
        if os.path.exists(path):
            fname = os.path.join(path, 'matplotlibrc')
            if os.path.exists(fname):
                return fname

    fname = os.path.join(get_configdir(), 'matplotlibrc')
    if os.path.exists(fname): return fname


    path = get_data_path() # guaranteed to exist or raise
    fname = os.path.join(path, 'matplotlibrc')
    if not os.path.exists(fname):
        warnings.warn('Could not find matplotlibrc; using defaults')
    return fname


_deprecated_map = {
    'text.fontstyle': 'font.style',
    'text.fontangle': 'font.style',
    'text.fontvariant': 'font.variant',
    'text.fontweight': 'font.weight',
    'text.fontsize': 'font.size',
    'tick.size' : 'tick.major.size',
    'svg.embed_char_paths' : 'svg.fonttype',
    'savefig.extension' : 'savefig.format'
    }

_deprecated_ignore_map = {
    'legend.pad' : 'legend.borderpad',
    'legend.labelsep' : 'legend.labelspacing',
    'legend.handlelen' : 'legend.handlelength',
    'legend.handletextsep' : 'legend.handletextpad',
    'legend.axespad' : 'legend.borderaxespad',
    }


class RcParams(dict):

    """
A dictionary object including validation

validating functions are defined and associated with rc parameters in
:mod:`matplotlib.rcsetup`
"""

    validate = dict([ (key, converter) for key, (default, converter) in \
                     defaultParams.iteritems() ])
    msg_depr = "%s is deprecated and replaced with %s; please use the latter."
    msg_depr_ignore = "%s is deprecated and ignored. Use %s"

    def __setitem__(self, key, val):
        try:
            if key in _deprecated_map:
                alt = _deprecated_map[key]
                warnings.warn(self.msg_depr % (key, alt))
                key = alt
            elif key in _deprecated_ignore_map:
                alt = _deprecated_ignore_map[key]
                warnings.warn(self.msg_depr_ignore % (key, alt))
                return
            cval = self.validate[key](val)
            dict.__setitem__(self, key, cval)
        except KeyError:
            raise KeyError('%s is not a valid rc parameter.\
See rcParams.keys() for a list of valid parameters.' % (key,))

    def __getitem__(self, key):
        if key in _deprecated_map:
            alt = _deprecated_map[key]
            warnings.warn(self.msg_depr % (key, alt))
            key = alt
        elif key in _deprecated_ignore_map:
            alt = _deprecated_ignore_map[key]
            warnings.warn(self.msg_depr_ignore % (key, alt))
            key = alt
        return dict.__getitem__(self, key)

    def keys(self):
        """
Return sorted list of keys.
"""
        k = dict.keys(self)
        k.sort()
        return k

    def values(self):
        """
Return values in order of sorted keys.
"""
        return [self[k] for k in self.iterkeys()]

def rc_params(fail_on_error=False):
    'Return the default params updated from the values in the rc file'

    fname = matplotlib_fname()
    if not os.path.exists(fname):
        # this should never happen, default in mpl-data should always be found
        message = 'could not find rc file; returning defaults'
        ret = RcParams([ (key, default) for key, (default, converter) in \
                        defaultParams.iteritems() ])
        warnings.warn(message)
        return ret

    return rc_params_from_file(fname, fail_on_error)


def rc_params_from_file(fname, fail_on_error=False):
    """Load and return params from fname."""

    cnt = 0
    rc_temp = {}
    with open(fname) as fd:
        for line in fd:
            cnt += 1
            strippedline = line.split('#',1)[0].strip()
            if not strippedline: continue
            tup = strippedline.split(':',1)
            if len(tup) !=2:
                warnings.warn('Illegal line #%d\n\t%s\n\tin file "%s"'%\
                              (cnt, line, fname))
                continue
            key, val = tup
            key = key.strip()
            val = val.strip()
            if key in rc_temp:
                warnings.warn('Duplicate key in file "%s", line #%d'%(fname,cnt))
            rc_temp[key] = (val, line, cnt)

    ret = RcParams([ (key, default) for key, (default, converter) in \
                    defaultParams.iteritems() ])

    for key in ('verbose.level', 'verbose.fileo'):
        if key in rc_temp:
            val, line, cnt = rc_temp.pop(key)
            if fail_on_error:
                ret[key] = val # try to convert to proper type or raise
            else:
                try: ret[key] = val # try to convert to proper type or skip
                except Exception as msg:
                    warnings.warn('Bad val "%s" on line #%d\n\t"%s"\n\tin file \
"%s"\n\t%s' % (val, cnt, line, fname, msg))

    verbose.set_level(ret['verbose.level'])
    verbose.set_fileo(ret['verbose.fileo'])

    for key, (val, line, cnt) in rc_temp.iteritems():
        if key in defaultParams:
            if fail_on_error:
                ret[key] = val # try to convert to proper type or raise
            else:
                try: ret[key] = val # try to convert to proper type or skip
                except Exception as msg:
                    warnings.warn('Bad val "%s" on line #%d\n\t"%s"\n\tin file \
"%s"\n\t%s' % (val, cnt, line, fname, msg))
        elif key in _deprecated_ignore_map:
            warnings.warn('%s is deprecated. Update your matplotlibrc to use %s instead.'% (key, _deprecated_ignore_map[key]))

        else:
            print("""
Bad key "%s" on line %d in
%s.
You probably need to get an updated matplotlibrc file from
http://matplotlib.sf.net/_static/matplotlibrc or from the matplotlib source
distribution""" % (key, cnt, fname), file=sys.stderr)

    if ret['datapath'] is None:
        ret['datapath'] = get_data_path()

    if not ret['text.latex.preamble'] == ['']:
        verbose.report("""
*****************************************************************
You have the following UNSUPPORTED LaTeX preamble customizations:
%s
Please do not ask for support with these customizations active.
*****************************************************************
"""% '\n'.join(ret['text.latex.preamble']), 'helpful')

    verbose.report('loaded rc file %s'%fname)

    return ret


# this is the instance used by the matplotlib classes
rcParams = rc_params()

if rcParams['examples.directory']:
    # paths that are intended to be relative to matplotlib_fname()
    # are allowed for the examples.directory parameter.
    # However, we will need to fully qualify the path because
    # Sphinx requires absolute paths.
    if not os.path.isabs(rcParams['examples.directory']):
        _basedir, _fname = os.path.split(matplotlib_fname())
        # Sometimes matplotlib_fname() can return relative paths,
        # Also, using realpath() guarentees that Sphinx will use
        # the same path that matplotlib sees (in case of weird symlinks).
        _basedir = os.path.realpath(_basedir)
        _fullpath = os.path.join(_basedir, rcParams['examples.directory'])
        rcParams['examples.directory'] = _fullpath

rcParamsOrig = rcParams.copy()

rcParamsDefault = RcParams([ (key, default) for key, (default, converter) in \
                    defaultParams.iteritems() ])

rcParams['ps.usedistiller'] = checkdep_ps_distiller(rcParams['ps.usedistiller'])
rcParams['text.usetex'] = checkdep_usetex(rcParams['text.usetex'])

if rcParams['axes.formatter.use_locale']:
    import locale
    locale.setlocale(locale.LC_ALL, '')

def rc(group, **kwargs):
    """
Set the current rc params. Group is the grouping for the rc, eg.
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, eg. (*xtick*, *ytick*).
*kwargs* is a dictionary attribute name/value pairs, eg::

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

sets the current rc params 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 rc command as::

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


Note you can use python's kwargs dictionary facility to store
dictionaries of default parameters. Eg, 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 :func:`~matplotlib.pyplot.rcdefaults` to restore the default
rc params after changes.
"""

    aliases = {
        'lw' : 'linewidth',
        'ls' : 'linestyle',
        'c' : 'color',
        'fc' : 'facecolor',
        'ec' : 'edgecolor',
        'mew' : 'markeredgewidth',
        'aa' : 'antialiased',
        }

    if is_string_like(group):
        group = (group,)
    for g in group:
        for k,v in kwargs.iteritems():
            name = aliases.get(k) or k
            key = '%s.%s' % (g, name)
            try:
                rcParams[key] = v
            except KeyError:
                raise KeyError('Unrecognized key "%s" for group "%s" and name "%s"' %
                               (key, g, name))

def rcdefaults():
    """
Restore the default rc params. These are not the params loaded by
the rc file, but mpl's internal params. See rc_file_defaults for
reloading the default params from the rc file
"""
    rcParams.update(rcParamsDefault)


def rc_file(fname):
    """
Update rc params from file.
"""
    rcParams.update(rc_params_from_file(fname))


class rc_context(object):
    """
Return a context manager for managing rc settings.

This allows one to do::

>>> with mpl.rc_context(fname='screen.rc'):
>>> plt.plot(x, a)
>>> with mpl.rc_context(fname='print.rc'):
>>> plt.plot(x, b)
>>> plt.plot(x, c)

The 'a' vs 'x' and 'c' vs 'x' plots would have settings from
'screen.rc', while the 'b' vs 'x' plot would have settings from
'print.rc'.

A dictionary can also be passed to the context manager::

>>> with mpl.rc_context(rc={'text.usetex': True}, fname='screen.rc'):
>>> plt.plot(x, a)

The 'rc' dictionary takes precedence over the settings loaded from
'fname'. Passing a dictionary only is also valid.
"""

    def __init__(self, rc=None, fname=None):
        self.rcdict = rc
        self.fname = fname
    def __enter__(self):
        self._rcparams = rcParams.copy()
        if self.fname:
            rc_file(self.fname)
        if self.rcdict:
            rcParams.update(self.rcdict)
    def __exit__(self, type, value, tb):
        rcParams.update(self._rcparams)


def rc_file_defaults():
    """
Restore the default rc params from the original matplotlib rc that
was loaded
"""
    rcParams.update(rcParamsOrig)

_use_error_msg = """ This call to matplotlib.use() has no effect
because the the backend has already been chosen;
matplotlib.use() must be called *before* pylab, matplotlib.pyplot,
or matplotlib.backends is imported for the first time.
"""

def use(arg, warn=True, force=False):
    """
Set the matplotlib backend to one of the known backends.

The argument is case-insensitive. *warn* specifies whether a
warning should be issued if a backend has already been set up.
*force* is an **experimental** flag that tells matplotlib to
attempt to initialize a new backend by reloading the backend
module.

.. note::

This function must be called *before* importing pyplot for
the first time; or, if you are not using pyplot, it must be called
before importing matplotlib.backends. If warn is True, a warning
is issued if you try and call this after pylab or pyplot have been
loaded. In certain black magic use cases, e.g.
:func:`pyplot.switch_backend`, we are doing the reloading necessary to
make the backend switch work (in some cases, e.g. pure image
backends) so one can set warn=False to suppress the warnings.

To find out which backend is currently set, see
:func:`matplotlib.get_backend`.

"""
    # Check if we've already set up a backend
    if 'matplotlib.backends' in sys.modules:
        if warn:
            warnings.warn(_use_error_msg)

        # Unless we've been told to force it, just return
        if not force:
            return
        need_reload = True
    else:
        need_reload = False

    # Set-up the proper backend name
    if arg.startswith('module://'):
        name = arg
    else:
        # Lowercase only non-module backend names (modules are case-sensitive)
        arg = arg.lower()
        name = validate_backend(arg)

    rcParams['backend'] = name

    # If needed we reload here because a lot of setup code is triggered on
    # module import. See backends/__init__.py for more detail.
    if need_reload:
        reload(sys.modules['matplotlib.backends'])

def get_backend():
    "Returns the current backend."
    return rcParams['backend']


class NonGUIBackendWarning(Warning):
    pass


def _warn_non_gui_show():
    warnings.warn(
        "matplotlib is currently using a non-GUI backend, "
        "so the figure can not be shown. Call "
        "matplotlib.hide_show_warnings() to suppress "
        "these warnings.",
        NonGUIBackendWarning)


def hide_show_warnings():
    warnings.simplefilter('ignore', NonGUIBackendWarning)


def interactive(b):
    """
Set interactive mode to boolean b.

If b is True, then draw after every plotting command, eg, after xlabel
"""
    rcParams['interactive'] = b

def is_interactive():
    'Return true if plot mode is interactive'
    b = rcParams['interactive']
    return b

def tk_window_focus():
    """Return true if focus maintenance under TkAgg on win32 is on.
This currently works only for python.exe and IPython.exe.
Both IDLE and Pythonwin.exe fail badly when tk_window_focus is on."""
    if rcParams['backend'] != 'TkAgg':
        return False
    return rcParams['tk.window_focus']

# Now allow command line to override

# Allow command line access to the backend with -d (MATLAB compatible
# flag)

for s in sys.argv[1:]:
    if s.startswith('-d') and len(s) > 2: # look for a -d flag
        try:
            use(s[2:])
        except (KeyError, ValueError):
            pass
        # we don't want to assume all -d flags are backends, eg -debug

default_test_modules = [
    'matplotlib.tests.test_agg',
    'matplotlib.tests.test_axes',
    'matplotlib.tests.test_backend_svg',
    'matplotlib.tests.test_backend_pgf',
    'matplotlib.tests.test_basic',
    'matplotlib.tests.test_cbook',
    'matplotlib.tests.test_colorbar',
    'matplotlib.tests.test_colors',
    'matplotlib.tests.test_dates',
    'matplotlib.tests.test_delaunay',
    'matplotlib.tests.test_figure',
    'matplotlib.tests.test_image',
    'matplotlib.tests.test_legend',
    'matplotlib.tests.test_mathtext',
    'matplotlib.tests.test_mlab',
    'matplotlib.tests.test_patches',
    'matplotlib.tests.test_rcparams',
    'matplotlib.tests.test_simplification',
    'matplotlib.tests.test_spines',
    'matplotlib.tests.test_text',
    'matplotlib.tests.test_ticker',
    'matplotlib.tests.test_tightlayout',
    'matplotlib.tests.test_triangulation',
    'matplotlib.tests.test_transforms',
    ]


def test(verbosity=1):
    """run the matplotlib test suite"""
    old_backend = rcParams['backend']
    try:
        use('agg')
        import nose
        import nose.plugins.builtin
        from .testing.noseclasses import KnownFailure
        from nose.plugins.manager import PluginManager

        # store the old values before overriding
        plugins = []
        plugins.append( KnownFailure() )
        plugins.extend( [plugin() for plugin in nose.plugins.builtin.plugins] )

        manager = PluginManager(plugins=plugins)
        config = nose.config.Config(verbosity=verbosity, plugins=manager)

        success = nose.run( defaultTest=default_test_modules,
                            config=config,
                            )
    finally:
        if old_backend.lower() != 'agg':
            use(old_backend)

    return success

test.__test__ = False # nose: this function is not a test

verbose.report('matplotlib version %s'%__version__)
verbose.report('verbose.level %s'%verbose.level)
verbose.report('interactive is %s'%rcParams['interactive'])
verbose.report('platform is %s'%sys.platform)
verbose.report('loaded modules: %s'%sys.modules.iterkeys(), 'debug')
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