Old engine for Continuous Time Bayesian Networks. Superseded by reCTBN. 🐍
https://github.com/madlabunimib/PyCTBN
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104 lines
2.8 KiB
104 lines
2.8 KiB
4 years ago
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"""
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Assertion helpers for arithmetic tests.
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"""
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import numpy as np
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import pytest
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from pandas import DataFrame, Index, Series
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import pandas._testing as tm
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def assert_invalid_addsub_type(left, right, msg=None):
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"""
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Helper to assert that left and right can be neither added nor subtracted.
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Parameters
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----------
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left : object
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right : object
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msg : str or None, default None
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"""
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with pytest.raises(TypeError, match=msg):
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left + right
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with pytest.raises(TypeError, match=msg):
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right + left
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with pytest.raises(TypeError, match=msg):
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left - right
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with pytest.raises(TypeError, match=msg):
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right - left
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def get_upcast_box(box, vector):
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"""
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Given two box-types, find the one that takes priority
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"""
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if box is DataFrame or isinstance(vector, DataFrame):
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return DataFrame
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if box is Series or isinstance(vector, Series):
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return Series
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if box is Index or isinstance(vector, Index):
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return Index
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return box
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def assert_invalid_comparison(left, right, box):
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"""
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Assert that comparison operations with mismatched types behave correctly.
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Parameters
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----------
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left : np.ndarray, ExtensionArray, Index, or Series
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right : object
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box : {pd.DataFrame, pd.Series, pd.Index, tm.to_array}
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"""
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# Not for tznaive-tzaware comparison
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# Note: not quite the same as how we do this for tm.box_expected
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xbox = box if box is not Index else np.array
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result = left == right
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expected = xbox(np.zeros(result.shape, dtype=np.bool_))
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tm.assert_equal(result, expected)
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result = right == left
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tm.assert_equal(result, expected)
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result = left != right
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tm.assert_equal(result, ~expected)
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result = right != left
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tm.assert_equal(result, ~expected)
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msg = "|".join(
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[
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"Invalid comparison between",
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"Cannot compare type",
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"not supported between",
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"invalid type promotion",
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(
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# GH#36706 npdev 1.20.0 2020-09-28
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r"The DTypes <class 'numpy.dtype\[datetime64\]'> and "
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r"<class 'numpy.dtype\[int64\]'> do not have a common DType. "
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"For example they cannot be stored in a single array unless the "
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"dtype is `object`."
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),
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]
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)
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with pytest.raises(TypeError, match=msg):
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left < right
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with pytest.raises(TypeError, match=msg):
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left <= right
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with pytest.raises(TypeError, match=msg):
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left > right
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with pytest.raises(TypeError, match=msg):
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left >= right
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with pytest.raises(TypeError, match=msg):
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right < left
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with pytest.raises(TypeError, match=msg):
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right <= left
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with pytest.raises(TypeError, match=msg):
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right > left
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with pytest.raises(TypeError, match=msg):
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right >= left
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