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

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<title>Evans test — Matplotlib 3.0.2 documentation</title>

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title="Search within Matplotlib 3.0.2 documentation"

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<div id="unreleased-message"> You are reading an old version of the documentation (v3.0.2). For the latest version see <a href="https://matplotlib.org/stable/gallery/units/evans_test.html">https://matplotlib.org/stable/gallery/units/evans_test.html</a></div>

<div style="float: left; position: absolute; width: 496px; bottom: 0; padding-bottom: 24px">Version 3.0.2</div>

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Note

Click <a class="reference internal" href="#sphx-glr-download-gallery-units-evans-test-py">here</a> to download the full example code

</div>

<h1>Evans test<a class="headerlink" href="#evans-test" title="Permalink to this headline">¶</a></h1>

A mockup "Foo" units class which supports conversion and different tick

formatting depending on the "unit". Here the "unit" is just a scalar

conversion factor, but this example shows that Matplotlib is entirely agnostic

to what kind of units client packages use.

<div class="highlight-python notranslate"><div class="highlight"><pre>from matplotlib.cbook import <a href="../../api/cbook_api.html#matplotlib.cbook.iterable" title="View documentation for matplotlib.cbook.iterable">iterable</a>

import matplotlib.units as units

import matplotlib.ticker as ticker

import matplotlib.pyplot as plt

class Foo(object):

def __init__(self, val, unit=1.0):

self.unit = unit

self._val = val * unit

def value(self, unit):

if unit is None:

unit = self.unit

return self._val / unit

class FooConverter(object):

@staticmethod

def axisinfo(unit, axis):

'return the Foo AxisInfo'

if unit == 1.0 or unit == 2.0:

return <a href="../../api/units_api.html#matplotlib.units.AxisInfo" title="View documentation for matplotlib.units.AxisInfo">units.AxisInfo</a>(

majloc=<a href="../../api/ticker_api.html#matplotlib.ticker.IndexLocator" title="View documentation for matplotlib.ticker.IndexLocator">ticker.IndexLocator</a>(8, 0),

majfmt=<a href="../../api/ticker_api.html#matplotlib.ticker.FormatStrFormatter" title="View documentation for matplotlib.ticker.FormatStrFormatter">ticker.FormatStrFormatter</a>("VAL: %s"),

label='foo',

)

else:

return None

@staticmethod

def convert(obj, unit, axis):

"""

convert obj using unit. If obj is a sequence, return the

converted sequence

"""

if <a href="../../api/units_api.html#matplotlib.units.ConversionInterface.is_numlike" title="View documentation for matplotlib.units.ConversionInterface.is_numlike">units.ConversionInterface.is_numlike</a>(obj):

return obj

if <a href="../../api/cbook_api.html#matplotlib.cbook.iterable" title="View documentation for matplotlib.cbook.iterable">iterable</a>(obj):

return [o.value(unit) for o in obj]

else:

return obj.value(unit)

@staticmethod

def default_units(x, axis):

'return the default unit for x or None'

for thisx in x:

return thisx.unit

else:

return x.unit

units.registry[Foo] = FooConverter()

# create some Foos

x = []

for val in range(0, 50, 2):

x.append(Foo(val, 1.0))

# and some arbitrary y data

y = [i for i in range(len(x))]

fig, (ax1, ax2) = <a href="../../api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="View documentation for matplotlib.pyplot.subplots">plt.subplots</a>(1, 2)

fig.suptitle("Custom units")

fig.subplots_adjust(bottom=0.2)

# plot specifying units

ax2.plot(x, y, 'o', xunits=2.0)

ax2.set_title("xunits = 2.0")

<a href="../../api/_as_gen/matplotlib.pyplot.setp.html#matplotlib.pyplot.setp" title="View documentation for matplotlib.pyplot.setp">plt.setp</a>(ax2.get_xticklabels(), rotation=30, ha='right')

# plot without specifying units; will use the None branch for axisinfo

ax1.plot(x, y) # uses default units

ax1.set_title('default units')

<a href="../../api/_as_gen/matplotlib.pyplot.setp.html#matplotlib.pyplot.setp" title="View documentation for matplotlib.pyplot.setp">plt.setp</a>(ax1.get_xticklabels(), rotation=30, ha='right')

<a href="../../api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="View documentation for matplotlib.pyplot.show">plt.show</a>()

</pre></div>

</div>

<a class="reference download internal" download="" href="../../_downloads/025d24ab19ce449d49e6a1d8709c29f0/evans_test.py"><code class="xref download docutils literal notranslate">Download Python source code: evans_test.py</code></a></div>

<a class="reference download internal" download="" href="../../_downloads/6bf699ad105712a79f66674b05094a6e/evans_test.ipynb"><code class="xref download docutils literal notranslate">Download Jupyter notebook: evans_test.ipynb</code></a></div>

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Keywords: matplotlib code example, codex, python plot, pyplot

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