178 lines
5.6 KiB
Python
178 lines
5.6 KiB
Python
from datetime import datetime
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import platform
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from unittest.mock import MagicMock
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import matplotlib.pyplot as plt
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from matplotlib.testing.decorators import check_figures_equal, image_comparison
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import matplotlib.units as munits
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import numpy as np
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import pytest
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# Basic class that wraps numpy array and has units
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class Quantity:
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def __init__(self, data, units):
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self.magnitude = data
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self.units = units
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def to(self, new_units):
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factors = {('hours', 'seconds'): 3600, ('minutes', 'hours'): 1 / 60,
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('minutes', 'seconds'): 60, ('feet', 'miles'): 1 / 5280.,
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('feet', 'inches'): 12, ('miles', 'inches'): 12 * 5280}
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if self.units != new_units:
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mult = factors[self.units, new_units]
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return Quantity(mult * self.magnitude, new_units)
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else:
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return Quantity(self.magnitude, self.units)
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def __getattr__(self, attr):
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return getattr(self.magnitude, attr)
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def __getitem__(self, item):
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if np.iterable(self.magnitude):
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return Quantity(self.magnitude[item], self.units)
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else:
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return Quantity(self.magnitude, self.units)
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def __array__(self):
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return np.asarray(self.magnitude)
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@pytest.fixture
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def quantity_converter():
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# Create an instance of the conversion interface and
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# mock so we can check methods called
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qc = munits.ConversionInterface()
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def convert(value, unit, axis):
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if hasattr(value, 'units'):
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return value.to(unit).magnitude
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elif np.iterable(value):
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try:
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return [v.to(unit).magnitude for v in value]
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except AttributeError:
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return [Quantity(v, axis.get_units()).to(unit).magnitude
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for v in value]
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else:
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return Quantity(value, axis.get_units()).to(unit).magnitude
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def default_units(value, axis):
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if hasattr(value, 'units'):
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return value.units
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elif np.iterable(value):
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for v in value:
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if hasattr(v, 'units'):
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return v.units
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return None
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qc.convert = MagicMock(side_effect=convert)
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qc.axisinfo = MagicMock(side_effect=lambda u, a: munits.AxisInfo(label=u))
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qc.default_units = MagicMock(side_effect=default_units)
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return qc
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# Tests that the conversion machinery works properly for classes that
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# work as a facade over numpy arrays (like pint)
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@image_comparison(['plot_pint.png'], remove_text=False, style='mpl20',
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tol={'aarch64': 0.02}.get(platform.machine(), 0.0))
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def test_numpy_facade(quantity_converter):
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# use former defaults to match existing baseline image
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plt.rcParams['axes.formatter.limits'] = -7, 7
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# Register the class
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munits.registry[Quantity] = quantity_converter
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# Simple test
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y = Quantity(np.linspace(0, 30), 'miles')
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x = Quantity(np.linspace(0, 5), 'hours')
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fig, ax = plt.subplots()
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fig.subplots_adjust(left=0.15) # Make space for label
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ax.plot(x, y, 'tab:blue')
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ax.axhline(Quantity(26400, 'feet'), color='tab:red')
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ax.axvline(Quantity(120, 'minutes'), color='tab:green')
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ax.yaxis.set_units('inches')
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ax.xaxis.set_units('seconds')
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assert quantity_converter.convert.called
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assert quantity_converter.axisinfo.called
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assert quantity_converter.default_units.called
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# Tests gh-8908
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@image_comparison(['plot_masked_units.png'], remove_text=True, style='mpl20',
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tol={'aarch64': 0.02}.get(platform.machine(), 0.0))
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def test_plot_masked_units():
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data = np.linspace(-5, 5)
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data_masked = np.ma.array(data, mask=(data > -2) & (data < 2))
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data_masked_units = Quantity(data_masked, 'meters')
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fig, ax = plt.subplots()
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ax.plot(data_masked_units)
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def test_empty_set_limits_with_units(quantity_converter):
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# Register the class
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munits.registry[Quantity] = quantity_converter
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fig, ax = plt.subplots()
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ax.set_xlim(Quantity(-1, 'meters'), Quantity(6, 'meters'))
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ax.set_ylim(Quantity(-1, 'hours'), Quantity(16, 'hours'))
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@image_comparison(['jpl_bar_units.png'],
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savefig_kwarg={'dpi': 120}, style='mpl20')
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def test_jpl_bar_units():
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import matplotlib.testing.jpl_units as units
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units.register()
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day = units.Duration("ET", 24.0 * 60.0 * 60.0)
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x = [0*units.km, 1*units.km, 2*units.km]
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w = [1*day, 2*day, 3*day]
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b = units.Epoch("ET", dt=datetime(2009, 4, 25))
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fig, ax = plt.subplots()
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ax.bar(x, w, bottom=b)
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ax.set_ylim([b-1*day, b+w[-1]+1*day])
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@image_comparison(['jpl_barh_units.png'],
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savefig_kwarg={'dpi': 120}, style='mpl20')
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def test_jpl_barh_units():
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import matplotlib.testing.jpl_units as units
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units.register()
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day = units.Duration("ET", 24.0 * 60.0 * 60.0)
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x = [0*units.km, 1*units.km, 2*units.km]
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w = [1*day, 2*day, 3*day]
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b = units.Epoch("ET", dt=datetime(2009, 4, 25))
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fig, ax = plt.subplots()
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ax.barh(x, w, left=b)
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ax.set_xlim([b-1*day, b+w[-1]+1*day])
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def test_empty_arrays():
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# Check that plotting an empty array with a dtype works
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plt.scatter(np.array([], dtype='datetime64[ns]'), np.array([]))
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def test_scatter_element0_masked():
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times = np.arange('2005-02', '2005-03', dtype='datetime64[D]')
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y = np.arange(len(times), dtype='float')
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y[0] = np.nan
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fig, ax = plt.subplots()
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ax.scatter(times, y)
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fig.canvas.draw()
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@check_figures_equal(extensions=["png"])
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def test_subclass(fig_test, fig_ref):
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class subdate(datetime):
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pass
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fig_test.subplots().plot(subdate(2000, 1, 1), 0, "o")
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fig_ref.subplots().plot(datetime(2000, 1, 1), 0, "o")
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