533 lines
26 KiB
Python
533 lines
26 KiB
Python
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import numpy as np
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from pandas import (
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Categorical,
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CategoricalIndex,
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Series,
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date_range,
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option_context,
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period_range,
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timedelta_range,
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)
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class TestCategoricalReprWithFactor:
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def test_print(self, factor):
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expected = [
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"['a', 'b', 'b', 'a', 'a', 'c', 'c', 'c']",
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"Categories (3, object): ['a' < 'b' < 'c']",
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]
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expected = "\n".join(expected)
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actual = repr(factor)
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assert actual == expected
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class TestCategoricalRepr:
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def test_big_print(self):
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factor = Categorical([0, 1, 2, 0, 1, 2] * 100, ["a", "b", "c"], fastpath=True)
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expected = [
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"['a', 'b', 'c', 'a', 'b', ..., 'b', 'c', 'a', 'b', 'c']",
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"Length: 600",
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"Categories (3, object): ['a', 'b', 'c']",
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]
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expected = "\n".join(expected)
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actual = repr(factor)
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assert actual == expected
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def test_empty_print(self):
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factor = Categorical([], ["a", "b", "c"])
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expected = "[], Categories (3, object): ['a', 'b', 'c']"
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actual = repr(factor)
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assert actual == expected
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assert expected == actual
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factor = Categorical([], ["a", "b", "c"], ordered=True)
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expected = "[], Categories (3, object): ['a' < 'b' < 'c']"
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actual = repr(factor)
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assert expected == actual
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factor = Categorical([], [])
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expected = "[], Categories (0, object): []"
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assert expected == repr(factor)
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def test_print_none_width(self):
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# GH10087
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a = Series(Categorical([1, 2, 3, 4]))
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exp = (
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"0 1\n1 2\n2 3\n3 4\n"
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"dtype: category\nCategories (4, int64): [1, 2, 3, 4]"
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)
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with option_context("display.width", None):
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assert exp == repr(a)
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def test_unicode_print(self):
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c = Categorical(["aaaaa", "bb", "cccc"] * 20)
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expected = """\
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['aaaaa', 'bb', 'cccc', 'aaaaa', 'bb', ..., 'bb', 'cccc', 'aaaaa', 'bb', 'cccc']
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Length: 60
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Categories (3, object): ['aaaaa', 'bb', 'cccc']"""
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assert repr(c) == expected
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c = Categorical(["ああああ", "いいいいい", "ううううううう"] * 20)
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expected = """\
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['ああああ', 'いいいいい', 'ううううううう', 'ああああ', 'いいいいい', ..., 'いいいいい', 'ううううううう', 'ああああ', 'いいいいい', 'ううううううう']
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Length: 60
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Categories (3, object): ['ああああ', 'いいいいい', 'ううううううう']""" # noqa:E501
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assert repr(c) == expected
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# unicode option should not affect to Categorical, as it doesn't care
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# the repr width
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with option_context("display.unicode.east_asian_width", True):
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c = Categorical(["ああああ", "いいいいい", "ううううううう"] * 20)
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expected = """['ああああ', 'いいいいい', 'ううううううう', 'ああああ', 'いいいいい', ..., 'いいいいい', 'ううううううう', 'ああああ', 'いいいいい', 'ううううううう']
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Length: 60
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Categories (3, object): ['ああああ', 'いいいいい', 'ううううううう']""" # noqa:E501
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assert repr(c) == expected
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def test_categorical_repr(self):
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c = Categorical([1, 2, 3])
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exp = """[1, 2, 3]
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Categories (3, int64): [1, 2, 3]"""
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assert repr(c) == exp
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c = Categorical([1, 2, 3, 1, 2, 3], categories=[1, 2, 3])
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exp = """[1, 2, 3, 1, 2, 3]
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Categories (3, int64): [1, 2, 3]"""
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assert repr(c) == exp
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c = Categorical([1, 2, 3, 4, 5] * 10)
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exp = """[1, 2, 3, 4, 5, ..., 1, 2, 3, 4, 5]
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Length: 50
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Categories (5, int64): [1, 2, 3, 4, 5]"""
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assert repr(c) == exp
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c = Categorical(np.arange(20, dtype=np.int64))
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exp = """[0, 1, 2, 3, 4, ..., 15, 16, 17, 18, 19]
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Length: 20
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Categories (20, int64): [0, 1, 2, 3, ..., 16, 17, 18, 19]"""
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assert repr(c) == exp
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def test_categorical_repr_ordered(self):
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c = Categorical([1, 2, 3], ordered=True)
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exp = """[1, 2, 3]
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Categories (3, int64): [1 < 2 < 3]"""
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assert repr(c) == exp
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c = Categorical([1, 2, 3, 1, 2, 3], categories=[1, 2, 3], ordered=True)
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exp = """[1, 2, 3, 1, 2, 3]
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Categories (3, int64): [1 < 2 < 3]"""
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assert repr(c) == exp
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c = Categorical([1, 2, 3, 4, 5] * 10, ordered=True)
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exp = """[1, 2, 3, 4, 5, ..., 1, 2, 3, 4, 5]
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Length: 50
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Categories (5, int64): [1 < 2 < 3 < 4 < 5]"""
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assert repr(c) == exp
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c = Categorical(np.arange(20, dtype=np.int64), ordered=True)
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exp = """[0, 1, 2, 3, 4, ..., 15, 16, 17, 18, 19]
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Length: 20
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Categories (20, int64): [0 < 1 < 2 < 3 ... 16 < 17 < 18 < 19]"""
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assert repr(c) == exp
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def test_categorical_repr_datetime(self):
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idx = date_range("2011-01-01 09:00", freq="H", periods=5)
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c = Categorical(idx)
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exp = (
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"[2011-01-01 09:00:00, 2011-01-01 10:00:00, 2011-01-01 11:00:00, "
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"2011-01-01 12:00:00, 2011-01-01 13:00:00]\n"
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"Categories (5, datetime64[ns]): [2011-01-01 09:00:00, "
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"2011-01-01 10:00:00, 2011-01-01 11:00:00,\n"
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" 2011-01-01 12:00:00, "
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"2011-01-01 13:00:00]"
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""
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)
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assert repr(c) == exp
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c = Categorical(idx.append(idx), categories=idx)
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exp = (
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"[2011-01-01 09:00:00, 2011-01-01 10:00:00, 2011-01-01 11:00:00, "
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"2011-01-01 12:00:00, 2011-01-01 13:00:00, 2011-01-01 09:00:00, "
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"2011-01-01 10:00:00, 2011-01-01 11:00:00, 2011-01-01 12:00:00, "
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"2011-01-01 13:00:00]\n"
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"Categories (5, datetime64[ns]): [2011-01-01 09:00:00, "
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"2011-01-01 10:00:00, 2011-01-01 11:00:00,\n"
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" 2011-01-01 12:00:00, "
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"2011-01-01 13:00:00]"
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)
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assert repr(c) == exp
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idx = date_range("2011-01-01 09:00", freq="H", periods=5, tz="US/Eastern")
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c = Categorical(idx)
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exp = (
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"[2011-01-01 09:00:00-05:00, 2011-01-01 10:00:00-05:00, "
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"2011-01-01 11:00:00-05:00, 2011-01-01 12:00:00-05:00, "
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"2011-01-01 13:00:00-05:00]\n"
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"Categories (5, datetime64[ns, US/Eastern]): "
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"[2011-01-01 09:00:00-05:00, 2011-01-01 10:00:00-05:00,\n"
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" "
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"2011-01-01 11:00:00-05:00, 2011-01-01 12:00:00-05:00,\n"
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" "
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"2011-01-01 13:00:00-05:00]"
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)
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assert repr(c) == exp
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c = Categorical(idx.append(idx), categories=idx)
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exp = (
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"[2011-01-01 09:00:00-05:00, 2011-01-01 10:00:00-05:00, "
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"2011-01-01 11:00:00-05:00, 2011-01-01 12:00:00-05:00, "
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"2011-01-01 13:00:00-05:00, 2011-01-01 09:00:00-05:00, "
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"2011-01-01 10:00:00-05:00, 2011-01-01 11:00:00-05:00, "
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"2011-01-01 12:00:00-05:00, 2011-01-01 13:00:00-05:00]\n"
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"Categories (5, datetime64[ns, US/Eastern]): "
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"[2011-01-01 09:00:00-05:00, 2011-01-01 10:00:00-05:00,\n"
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" "
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"2011-01-01 11:00:00-05:00, 2011-01-01 12:00:00-05:00,\n"
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" "
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"2011-01-01 13:00:00-05:00]"
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)
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assert repr(c) == exp
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def test_categorical_repr_datetime_ordered(self):
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idx = date_range("2011-01-01 09:00", freq="H", periods=5)
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c = Categorical(idx, ordered=True)
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exp = """[2011-01-01 09:00:00, 2011-01-01 10:00:00, 2011-01-01 11:00:00, 2011-01-01 12:00:00, 2011-01-01 13:00:00]
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Categories (5, datetime64[ns]): [2011-01-01 09:00:00 < 2011-01-01 10:00:00 < 2011-01-01 11:00:00 <
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2011-01-01 12:00:00 < 2011-01-01 13:00:00]""" # noqa:E501
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assert repr(c) == exp
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c = Categorical(idx.append(idx), categories=idx, ordered=True)
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exp = """[2011-01-01 09:00:00, 2011-01-01 10:00:00, 2011-01-01 11:00:00, 2011-01-01 12:00:00, 2011-01-01 13:00:00, 2011-01-01 09:00:00, 2011-01-01 10:00:00, 2011-01-01 11:00:00, 2011-01-01 12:00:00, 2011-01-01 13:00:00]
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Categories (5, datetime64[ns]): [2011-01-01 09:00:00 < 2011-01-01 10:00:00 < 2011-01-01 11:00:00 <
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2011-01-01 12:00:00 < 2011-01-01 13:00:00]""" # noqa:E501
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assert repr(c) == exp
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idx = date_range("2011-01-01 09:00", freq="H", periods=5, tz="US/Eastern")
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c = Categorical(idx, ordered=True)
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exp = """[2011-01-01 09:00:00-05:00, 2011-01-01 10:00:00-05:00, 2011-01-01 11:00:00-05:00, 2011-01-01 12:00:00-05:00, 2011-01-01 13:00:00-05:00]
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Categories (5, datetime64[ns, US/Eastern]): [2011-01-01 09:00:00-05:00 < 2011-01-01 10:00:00-05:00 <
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2011-01-01 11:00:00-05:00 < 2011-01-01 12:00:00-05:00 <
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2011-01-01 13:00:00-05:00]""" # noqa:E501
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assert repr(c) == exp
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c = Categorical(idx.append(idx), categories=idx, ordered=True)
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exp = """[2011-01-01 09:00:00-05:00, 2011-01-01 10:00:00-05:00, 2011-01-01 11:00:00-05:00, 2011-01-01 12:00:00-05:00, 2011-01-01 13:00:00-05:00, 2011-01-01 09:00:00-05:00, 2011-01-01 10:00:00-05:00, 2011-01-01 11:00:00-05:00, 2011-01-01 12:00:00-05:00, 2011-01-01 13:00:00-05:00]
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Categories (5, datetime64[ns, US/Eastern]): [2011-01-01 09:00:00-05:00 < 2011-01-01 10:00:00-05:00 <
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2011-01-01 11:00:00-05:00 < 2011-01-01 12:00:00-05:00 <
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2011-01-01 13:00:00-05:00]""" # noqa:E501
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assert repr(c) == exp
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def test_categorical_repr_int_with_nan(self):
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c = Categorical([1, 2, np.nan])
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c_exp = """[1, 2, NaN]\nCategories (2, int64): [1, 2]"""
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assert repr(c) == c_exp
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s = Series([1, 2, np.nan], dtype="object").astype("category")
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s_exp = """0 1\n1 2\n2 NaN
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dtype: category
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Categories (2, int64): [1, 2]"""
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assert repr(s) == s_exp
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def test_categorical_repr_period(self):
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idx = period_range("2011-01-01 09:00", freq="H", periods=5)
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c = Categorical(idx)
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exp = """[2011-01-01 09:00, 2011-01-01 10:00, 2011-01-01 11:00, 2011-01-01 12:00, 2011-01-01 13:00]
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Categories (5, period[H]): [2011-01-01 09:00, 2011-01-01 10:00, 2011-01-01 11:00, 2011-01-01 12:00,
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2011-01-01 13:00]""" # noqa:E501
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assert repr(c) == exp
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c = Categorical(idx.append(idx), categories=idx)
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exp = """[2011-01-01 09:00, 2011-01-01 10:00, 2011-01-01 11:00, 2011-01-01 12:00, 2011-01-01 13:00, 2011-01-01 09:00, 2011-01-01 10:00, 2011-01-01 11:00, 2011-01-01 12:00, 2011-01-01 13:00]
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Categories (5, period[H]): [2011-01-01 09:00, 2011-01-01 10:00, 2011-01-01 11:00, 2011-01-01 12:00,
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2011-01-01 13:00]""" # noqa:E501
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assert repr(c) == exp
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idx = period_range("2011-01", freq="M", periods=5)
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c = Categorical(idx)
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exp = """[2011-01, 2011-02, 2011-03, 2011-04, 2011-05]
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Categories (5, period[M]): [2011-01, 2011-02, 2011-03, 2011-04, 2011-05]"""
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assert repr(c) == exp
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c = Categorical(idx.append(idx), categories=idx)
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exp = """[2011-01, 2011-02, 2011-03, 2011-04, 2011-05, 2011-01, 2011-02, 2011-03, 2011-04, 2011-05]
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Categories (5, period[M]): [2011-01, 2011-02, 2011-03, 2011-04, 2011-05]""" # noqa:E501
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assert repr(c) == exp
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def test_categorical_repr_period_ordered(self):
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idx = period_range("2011-01-01 09:00", freq="H", periods=5)
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c = Categorical(idx, ordered=True)
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exp = """[2011-01-01 09:00, 2011-01-01 10:00, 2011-01-01 11:00, 2011-01-01 12:00, 2011-01-01 13:00]
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Categories (5, period[H]): [2011-01-01 09:00 < 2011-01-01 10:00 < 2011-01-01 11:00 < 2011-01-01 12:00 <
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2011-01-01 13:00]""" # noqa:E501
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assert repr(c) == exp
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c = Categorical(idx.append(idx), categories=idx, ordered=True)
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exp = """[2011-01-01 09:00, 2011-01-01 10:00, 2011-01-01 11:00, 2011-01-01 12:00, 2011-01-01 13:00, 2011-01-01 09:00, 2011-01-01 10:00, 2011-01-01 11:00, 2011-01-01 12:00, 2011-01-01 13:00]
|
||
|
|
Categories (5, period[H]): [2011-01-01 09:00 < 2011-01-01 10:00 < 2011-01-01 11:00 < 2011-01-01 12:00 <
|
||
|
|
2011-01-01 13:00]""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(c) == exp
|
||
|
|
|
||
|
|
idx = period_range("2011-01", freq="M", periods=5)
|
||
|
|
c = Categorical(idx, ordered=True)
|
||
|
|
exp = """[2011-01, 2011-02, 2011-03, 2011-04, 2011-05]
|
||
|
|
Categories (5, period[M]): [2011-01 < 2011-02 < 2011-03 < 2011-04 < 2011-05]"""
|
||
|
|
|
||
|
|
assert repr(c) == exp
|
||
|
|
|
||
|
|
c = Categorical(idx.append(idx), categories=idx, ordered=True)
|
||
|
|
exp = """[2011-01, 2011-02, 2011-03, 2011-04, 2011-05, 2011-01, 2011-02, 2011-03, 2011-04, 2011-05]
|
||
|
|
Categories (5, period[M]): [2011-01 < 2011-02 < 2011-03 < 2011-04 < 2011-05]""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(c) == exp
|
||
|
|
|
||
|
|
def test_categorical_repr_timedelta(self):
|
||
|
|
idx = timedelta_range("1 days", periods=5)
|
||
|
|
c = Categorical(idx)
|
||
|
|
exp = """[1 days, 2 days, 3 days, 4 days, 5 days]
|
||
|
|
Categories (5, timedelta64[ns]): [1 days, 2 days, 3 days, 4 days, 5 days]"""
|
||
|
|
|
||
|
|
assert repr(c) == exp
|
||
|
|
|
||
|
|
c = Categorical(idx.append(idx), categories=idx)
|
||
|
|
exp = """[1 days, 2 days, 3 days, 4 days, 5 days, 1 days, 2 days, 3 days, 4 days, 5 days]
|
||
|
|
Categories (5, timedelta64[ns]): [1 days, 2 days, 3 days, 4 days, 5 days]""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(c) == exp
|
||
|
|
|
||
|
|
idx = timedelta_range("1 hours", periods=20)
|
||
|
|
c = Categorical(idx)
|
||
|
|
exp = """[0 days 01:00:00, 1 days 01:00:00, 2 days 01:00:00, 3 days 01:00:00, 4 days 01:00:00, ..., 15 days 01:00:00, 16 days 01:00:00, 17 days 01:00:00, 18 days 01:00:00, 19 days 01:00:00]
|
||
|
|
Length: 20
|
||
|
|
Categories (20, timedelta64[ns]): [0 days 01:00:00, 1 days 01:00:00, 2 days 01:00:00,
|
||
|
|
3 days 01:00:00, ..., 16 days 01:00:00, 17 days 01:00:00,
|
||
|
|
18 days 01:00:00, 19 days 01:00:00]""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(c) == exp
|
||
|
|
|
||
|
|
c = Categorical(idx.append(idx), categories=idx)
|
||
|
|
exp = """[0 days 01:00:00, 1 days 01:00:00, 2 days 01:00:00, 3 days 01:00:00, 4 days 01:00:00, ..., 15 days 01:00:00, 16 days 01:00:00, 17 days 01:00:00, 18 days 01:00:00, 19 days 01:00:00]
|
||
|
|
Length: 40
|
||
|
|
Categories (20, timedelta64[ns]): [0 days 01:00:00, 1 days 01:00:00, 2 days 01:00:00,
|
||
|
|
3 days 01:00:00, ..., 16 days 01:00:00, 17 days 01:00:00,
|
||
|
|
18 days 01:00:00, 19 days 01:00:00]""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(c) == exp
|
||
|
|
|
||
|
|
def test_categorical_repr_timedelta_ordered(self):
|
||
|
|
idx = timedelta_range("1 days", periods=5)
|
||
|
|
c = Categorical(idx, ordered=True)
|
||
|
|
exp = """[1 days, 2 days, 3 days, 4 days, 5 days]
|
||
|
|
Categories (5, timedelta64[ns]): [1 days < 2 days < 3 days < 4 days < 5 days]"""
|
||
|
|
|
||
|
|
assert repr(c) == exp
|
||
|
|
|
||
|
|
c = Categorical(idx.append(idx), categories=idx, ordered=True)
|
||
|
|
exp = """[1 days, 2 days, 3 days, 4 days, 5 days, 1 days, 2 days, 3 days, 4 days, 5 days]
|
||
|
|
Categories (5, timedelta64[ns]): [1 days < 2 days < 3 days < 4 days < 5 days]""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(c) == exp
|
||
|
|
|
||
|
|
idx = timedelta_range("1 hours", periods=20)
|
||
|
|
c = Categorical(idx, ordered=True)
|
||
|
|
exp = """[0 days 01:00:00, 1 days 01:00:00, 2 days 01:00:00, 3 days 01:00:00, 4 days 01:00:00, ..., 15 days 01:00:00, 16 days 01:00:00, 17 days 01:00:00, 18 days 01:00:00, 19 days 01:00:00]
|
||
|
|
Length: 20
|
||
|
|
Categories (20, timedelta64[ns]): [0 days 01:00:00 < 1 days 01:00:00 < 2 days 01:00:00 <
|
||
|
|
3 days 01:00:00 ... 16 days 01:00:00 < 17 days 01:00:00 <
|
||
|
|
18 days 01:00:00 < 19 days 01:00:00]""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(c) == exp
|
||
|
|
|
||
|
|
c = Categorical(idx.append(idx), categories=idx, ordered=True)
|
||
|
|
exp = """[0 days 01:00:00, 1 days 01:00:00, 2 days 01:00:00, 3 days 01:00:00, 4 days 01:00:00, ..., 15 days 01:00:00, 16 days 01:00:00, 17 days 01:00:00, 18 days 01:00:00, 19 days 01:00:00]
|
||
|
|
Length: 40
|
||
|
|
Categories (20, timedelta64[ns]): [0 days 01:00:00 < 1 days 01:00:00 < 2 days 01:00:00 <
|
||
|
|
3 days 01:00:00 ... 16 days 01:00:00 < 17 days 01:00:00 <
|
||
|
|
18 days 01:00:00 < 19 days 01:00:00]""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(c) == exp
|
||
|
|
|
||
|
|
def test_categorical_index_repr(self):
|
||
|
|
idx = CategoricalIndex(Categorical([1, 2, 3]))
|
||
|
|
exp = """CategoricalIndex([1, 2, 3], categories=[1, 2, 3], ordered=False, dtype='category')""" # noqa:E501
|
||
|
|
assert repr(idx) == exp
|
||
|
|
|
||
|
|
i = CategoricalIndex(Categorical(np.arange(10, dtype=np.int64)))
|
||
|
|
exp = """CategoricalIndex([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], categories=[0, 1, 2, 3, ..., 6, 7, 8, 9], ordered=False, dtype='category')""" # noqa:E501
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
def test_categorical_index_repr_ordered(self):
|
||
|
|
i = CategoricalIndex(Categorical([1, 2, 3], ordered=True))
|
||
|
|
exp = """CategoricalIndex([1, 2, 3], categories=[1, 2, 3], ordered=True, dtype='category')""" # noqa:E501
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
i = CategoricalIndex(Categorical(np.arange(10, dtype=np.int64), ordered=True))
|
||
|
|
exp = """CategoricalIndex([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], categories=[0, 1, 2, 3, ..., 6, 7, 8, 9], ordered=True, dtype='category')""" # noqa:E501
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
def test_categorical_index_repr_datetime(self):
|
||
|
|
idx = date_range("2011-01-01 09:00", freq="H", periods=5)
|
||
|
|
i = CategoricalIndex(Categorical(idx))
|
||
|
|
exp = """CategoricalIndex(['2011-01-01 09:00:00', '2011-01-01 10:00:00',
|
||
|
|
'2011-01-01 11:00:00', '2011-01-01 12:00:00',
|
||
|
|
'2011-01-01 13:00:00'],
|
||
|
|
categories=[2011-01-01 09:00:00, 2011-01-01 10:00:00, 2011-01-01 11:00:00, 2011-01-01 12:00:00, 2011-01-01 13:00:00], ordered=False, dtype='category')""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
idx = date_range("2011-01-01 09:00", freq="H", periods=5, tz="US/Eastern")
|
||
|
|
i = CategoricalIndex(Categorical(idx))
|
||
|
|
exp = """CategoricalIndex(['2011-01-01 09:00:00-05:00', '2011-01-01 10:00:00-05:00',
|
||
|
|
'2011-01-01 11:00:00-05:00', '2011-01-01 12:00:00-05:00',
|
||
|
|
'2011-01-01 13:00:00-05:00'],
|
||
|
|
categories=[2011-01-01 09:00:00-05:00, 2011-01-01 10:00:00-05:00, 2011-01-01 11:00:00-05:00, 2011-01-01 12:00:00-05:00, 2011-01-01 13:00:00-05:00], ordered=False, dtype='category')""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
def test_categorical_index_repr_datetime_ordered(self):
|
||
|
|
idx = date_range("2011-01-01 09:00", freq="H", periods=5)
|
||
|
|
i = CategoricalIndex(Categorical(idx, ordered=True))
|
||
|
|
exp = """CategoricalIndex(['2011-01-01 09:00:00', '2011-01-01 10:00:00',
|
||
|
|
'2011-01-01 11:00:00', '2011-01-01 12:00:00',
|
||
|
|
'2011-01-01 13:00:00'],
|
||
|
|
categories=[2011-01-01 09:00:00, 2011-01-01 10:00:00, 2011-01-01 11:00:00, 2011-01-01 12:00:00, 2011-01-01 13:00:00], ordered=True, dtype='category')""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
idx = date_range("2011-01-01 09:00", freq="H", periods=5, tz="US/Eastern")
|
||
|
|
i = CategoricalIndex(Categorical(idx, ordered=True))
|
||
|
|
exp = """CategoricalIndex(['2011-01-01 09:00:00-05:00', '2011-01-01 10:00:00-05:00',
|
||
|
|
'2011-01-01 11:00:00-05:00', '2011-01-01 12:00:00-05:00',
|
||
|
|
'2011-01-01 13:00:00-05:00'],
|
||
|
|
categories=[2011-01-01 09:00:00-05:00, 2011-01-01 10:00:00-05:00, 2011-01-01 11:00:00-05:00, 2011-01-01 12:00:00-05:00, 2011-01-01 13:00:00-05:00], ordered=True, dtype='category')""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
i = CategoricalIndex(Categorical(idx.append(idx), ordered=True))
|
||
|
|
exp = """CategoricalIndex(['2011-01-01 09:00:00-05:00', '2011-01-01 10:00:00-05:00',
|
||
|
|
'2011-01-01 11:00:00-05:00', '2011-01-01 12:00:00-05:00',
|
||
|
|
'2011-01-01 13:00:00-05:00', '2011-01-01 09:00:00-05:00',
|
||
|
|
'2011-01-01 10:00:00-05:00', '2011-01-01 11:00:00-05:00',
|
||
|
|
'2011-01-01 12:00:00-05:00', '2011-01-01 13:00:00-05:00'],
|
||
|
|
categories=[2011-01-01 09:00:00-05:00, 2011-01-01 10:00:00-05:00, 2011-01-01 11:00:00-05:00, 2011-01-01 12:00:00-05:00, 2011-01-01 13:00:00-05:00], ordered=True, dtype='category')""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
def test_categorical_index_repr_period(self):
|
||
|
|
# test all length
|
||
|
|
idx = period_range("2011-01-01 09:00", freq="H", periods=1)
|
||
|
|
i = CategoricalIndex(Categorical(idx))
|
||
|
|
exp = """CategoricalIndex(['2011-01-01 09:00'], categories=[2011-01-01 09:00], ordered=False, dtype='category')""" # noqa:E501
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
idx = period_range("2011-01-01 09:00", freq="H", periods=2)
|
||
|
|
i = CategoricalIndex(Categorical(idx))
|
||
|
|
exp = """CategoricalIndex(['2011-01-01 09:00', '2011-01-01 10:00'], categories=[2011-01-01 09:00, 2011-01-01 10:00], ordered=False, dtype='category')""" # noqa:E501
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
idx = period_range("2011-01-01 09:00", freq="H", periods=3)
|
||
|
|
i = CategoricalIndex(Categorical(idx))
|
||
|
|
exp = """CategoricalIndex(['2011-01-01 09:00', '2011-01-01 10:00', '2011-01-01 11:00'], categories=[2011-01-01 09:00, 2011-01-01 10:00, 2011-01-01 11:00], ordered=False, dtype='category')""" # noqa:E501
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
idx = period_range("2011-01-01 09:00", freq="H", periods=5)
|
||
|
|
i = CategoricalIndex(Categorical(idx))
|
||
|
|
exp = """CategoricalIndex(['2011-01-01 09:00', '2011-01-01 10:00', '2011-01-01 11:00',
|
||
|
|
'2011-01-01 12:00', '2011-01-01 13:00'],
|
||
|
|
categories=[2011-01-01 09:00, 2011-01-01 10:00, 2011-01-01 11:00, 2011-01-01 12:00, 2011-01-01 13:00], ordered=False, dtype='category')""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
i = CategoricalIndex(Categorical(idx.append(idx)))
|
||
|
|
exp = """CategoricalIndex(['2011-01-01 09:00', '2011-01-01 10:00', '2011-01-01 11:00',
|
||
|
|
'2011-01-01 12:00', '2011-01-01 13:00', '2011-01-01 09:00',
|
||
|
|
'2011-01-01 10:00', '2011-01-01 11:00', '2011-01-01 12:00',
|
||
|
|
'2011-01-01 13:00'],
|
||
|
|
categories=[2011-01-01 09:00, 2011-01-01 10:00, 2011-01-01 11:00, 2011-01-01 12:00, 2011-01-01 13:00], ordered=False, dtype='category')""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
idx = period_range("2011-01", freq="M", periods=5)
|
||
|
|
i = CategoricalIndex(Categorical(idx))
|
||
|
|
exp = """CategoricalIndex(['2011-01', '2011-02', '2011-03', '2011-04', '2011-05'], categories=[2011-01, 2011-02, 2011-03, 2011-04, 2011-05], ordered=False, dtype='category')""" # noqa:E501
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
def test_categorical_index_repr_period_ordered(self):
|
||
|
|
idx = period_range("2011-01-01 09:00", freq="H", periods=5)
|
||
|
|
i = CategoricalIndex(Categorical(idx, ordered=True))
|
||
|
|
exp = """CategoricalIndex(['2011-01-01 09:00', '2011-01-01 10:00', '2011-01-01 11:00',
|
||
|
|
'2011-01-01 12:00', '2011-01-01 13:00'],
|
||
|
|
categories=[2011-01-01 09:00, 2011-01-01 10:00, 2011-01-01 11:00, 2011-01-01 12:00, 2011-01-01 13:00], ordered=True, dtype='category')""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
idx = period_range("2011-01", freq="M", periods=5)
|
||
|
|
i = CategoricalIndex(Categorical(idx, ordered=True))
|
||
|
|
exp = """CategoricalIndex(['2011-01', '2011-02', '2011-03', '2011-04', '2011-05'], categories=[2011-01, 2011-02, 2011-03, 2011-04, 2011-05], ordered=True, dtype='category')""" # noqa:E501
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
def test_categorical_index_repr_timedelta(self):
|
||
|
|
idx = timedelta_range("1 days", periods=5)
|
||
|
|
i = CategoricalIndex(Categorical(idx))
|
||
|
|
exp = """CategoricalIndex(['1 days', '2 days', '3 days', '4 days', '5 days'], categories=[1 days, 2 days, 3 days, 4 days, 5 days], ordered=False, dtype='category')""" # noqa:E501
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
idx = timedelta_range("1 hours", periods=10)
|
||
|
|
i = CategoricalIndex(Categorical(idx))
|
||
|
|
exp = """CategoricalIndex(['0 days 01:00:00', '1 days 01:00:00', '2 days 01:00:00',
|
||
|
|
'3 days 01:00:00', '4 days 01:00:00', '5 days 01:00:00',
|
||
|
|
'6 days 01:00:00', '7 days 01:00:00', '8 days 01:00:00',
|
||
|
|
'9 days 01:00:00'],
|
||
|
|
categories=[0 days 01:00:00, 1 days 01:00:00, 2 days 01:00:00, 3 days 01:00:00, ..., 6 days 01:00:00, 7 days 01:00:00, 8 days 01:00:00, 9 days 01:00:00], ordered=False, dtype='category')""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
def test_categorical_index_repr_timedelta_ordered(self):
|
||
|
|
idx = timedelta_range("1 days", periods=5)
|
||
|
|
i = CategoricalIndex(Categorical(idx, ordered=True))
|
||
|
|
exp = """CategoricalIndex(['1 days', '2 days', '3 days', '4 days', '5 days'], categories=[1 days, 2 days, 3 days, 4 days, 5 days], ordered=True, dtype='category')""" # noqa:E501
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
idx = timedelta_range("1 hours", periods=10)
|
||
|
|
i = CategoricalIndex(Categorical(idx, ordered=True))
|
||
|
|
exp = """CategoricalIndex(['0 days 01:00:00', '1 days 01:00:00', '2 days 01:00:00',
|
||
|
|
'3 days 01:00:00', '4 days 01:00:00', '5 days 01:00:00',
|
||
|
|
'6 days 01:00:00', '7 days 01:00:00', '8 days 01:00:00',
|
||
|
|
'9 days 01:00:00'],
|
||
|
|
categories=[0 days 01:00:00, 1 days 01:00:00, 2 days 01:00:00, 3 days 01:00:00, ..., 6 days 01:00:00, 7 days 01:00:00, 8 days 01:00:00, 9 days 01:00:00], ordered=True, dtype='category')""" # noqa:E501
|
||
|
|
|
||
|
|
assert repr(i) == exp
|
||
|
|
|
||
|
|
def test_categorical_str_repr(self):
|
||
|
|
# GH 33676
|
||
|
|
result = repr(Categorical([1, "2", 3, 4]))
|
||
|
|
expected = "[1, '2', 3, 4]\nCategories (4, object): [1, 3, 4, '2']"
|
||
|
|
assert result == expected
|