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| 1 | +import matplotlib.pyplot as plt |
| 2 | +import matplotlib.units as munits |
| 3 | +import numpy as np |
| 4 | + |
| 5 | +try: |
| 6 | + # mock in python 3.3+ |
| 7 | + from unittest.mock import MagicMock |
| 8 | +except ImportError: |
| 9 | + from mock import MagicMock |
| 10 | + |
| 11 | +# Tests that the conversion machinery works properly for classes that |
| 12 | +# work as a facade over numpy arrays (like pint) |
| 13 | +def test_numpy_facade(): |
| 14 | + # Basic class that wraps numpy array and has units |
| 15 | + class Quantity(object): |
| 16 | + def __init__(self, data, units): |
| 17 | + self.magnitude = data |
| 18 | + self.units = units |
| 19 | + |
| 20 | + def to(self, new_units): |
| 21 | + return Quantity(self.magnitude, new_units) |
| 22 | + |
| 23 | + def __getattr__(self, attr): |
| 24 | + return getattr(self.magnitude, attr) |
| 25 | + |
| 26 | + def __getitem__(self, item): |
| 27 | + return self.magnitude[item] |
| 28 | + |
| 29 | + # Create an instance of the conversion interface and |
| 30 | + # mock so we can check methods called |
| 31 | + qc = munits.ConversionInterface() |
| 32 | + |
| 33 | + def convert(value, unit, axis): |
| 34 | + if hasattr(value, 'units'): |
| 35 | + return value.to(unit) |
| 36 | + else: |
| 37 | + return Quantity(value, axis.get_units()).to(unit).magnitude |
| 38 | + |
| 39 | + qc.convert = MagicMock(side_effect=convert) |
| 40 | + qc.axisinfo = MagicMock(return_value=None) |
| 41 | + qc.default_units = MagicMock(side_effect=lambda x, a: x.units) |
| 42 | + |
| 43 | + # Register the class |
| 44 | + munits.registry[Quantity] = qc |
| 45 | + |
| 46 | + # Simple test |
| 47 | + t = Quantity(np.linspace(0, 10), 'sec') |
| 48 | + d = Quantity(30 * np.linspace(0, 10), 'm/s') |
| 49 | + |
| 50 | + fig, ax = plt.subplots(1, 1) |
| 51 | + l, = plt.plot(t, d) |
| 52 | + ax.yaxis.set_units('inch') |
| 53 | + |
| 54 | + assert qc.convert.called |
| 55 | + assert qc.axisinfo.called |
| 56 | + assert qc.default_units.called |
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