140 lines
4.1 KiB
Python
140 lines
4.1 KiB
Python
import operator
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import numpy as np
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import pytest
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import pandas as pd
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import pandas._testing as tm
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@pytest.fixture
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def data():
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"""Fixture returning boolean array with valid and missing values."""
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return pd.array(
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[True, False] * 4 + [np.nan] + [True, False] * 44 + [np.nan] + [True, False],
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dtype="boolean",
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)
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@pytest.fixture
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def left_array():
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"""Fixture returning boolean array with valid and missing values."""
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return pd.array([True] * 3 + [False] * 3 + [None] * 3, dtype="boolean")
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@pytest.fixture
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def right_array():
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"""Fixture returning boolean array with valid and missing values."""
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return pd.array([True, False, None] * 3, dtype="boolean")
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# Basic test for the arithmetic array ops
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# -----------------------------------------------------------------------------
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@pytest.mark.parametrize(
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"opname, exp",
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[
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("add", [True, True, None, True, False, None, None, None, None]),
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("mul", [True, False, None, False, False, None, None, None, None]),
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],
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ids=["add", "mul"],
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)
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def test_add_mul(left_array, right_array, opname, exp):
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op = getattr(operator, opname)
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result = op(left_array, right_array)
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expected = pd.array(exp, dtype="boolean")
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tm.assert_extension_array_equal(result, expected)
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def test_sub(left_array, right_array):
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msg = (
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r"numpy boolean subtract, the `-` operator, is (?:deprecated|not supported), "
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r"use the bitwise_xor, the `\^` operator, or the logical_xor function instead\."
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)
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with pytest.raises(TypeError, match=msg):
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left_array - right_array
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def test_div(left_array, right_array):
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msg = "operator '.*' not implemented for bool dtypes"
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with pytest.raises(NotImplementedError, match=msg):
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# check that we are matching the non-masked Series behavior
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pd.Series(left_array._data) / pd.Series(right_array._data)
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with pytest.raises(NotImplementedError, match=msg):
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left_array / right_array
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@pytest.mark.parametrize(
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"opname",
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[
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"floordiv",
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"mod",
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"pow",
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],
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)
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def test_op_int8(left_array, right_array, opname):
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op = getattr(operator, opname)
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if opname != "mod":
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msg = "operator '.*' not implemented for bool dtypes"
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with pytest.raises(NotImplementedError, match=msg):
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result = op(left_array, right_array)
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return
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result = op(left_array, right_array)
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expected = op(left_array.astype("Int8"), right_array.astype("Int8"))
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tm.assert_extension_array_equal(result, expected)
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# Test generic characteristics / errors
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# -----------------------------------------------------------------------------
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def test_error_invalid_values(data, all_arithmetic_operators, using_infer_string):
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# invalid ops
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if using_infer_string:
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import pyarrow as pa
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err = (TypeError, pa.lib.ArrowNotImplementedError, NotImplementedError)
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else:
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err = TypeError
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op = all_arithmetic_operators
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s = pd.Series(data)
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ops = getattr(s, op)
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# invalid scalars
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msg = (
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"did not contain a loop with signature matching types|"
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"BooleanArray cannot perform the operation|"
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"not supported for the input types, and the inputs could not be safely coerced "
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"to any supported types according to the casting rule ''safe''"
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)
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with pytest.raises(TypeError, match=msg):
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ops("foo")
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msg = "|".join(
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[
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r"unsupported operand type\(s\) for",
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"Concatenation operation is not implemented for NumPy arrays",
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"has no kernel",
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]
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)
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with pytest.raises(err, match=msg):
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ops(pd.Timestamp("20180101"))
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# invalid array-likes
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if op not in ("__mul__", "__rmul__"):
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# TODO(extension) numpy's mul with object array sees booleans as numbers
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msg = "|".join(
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[
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r"unsupported operand type\(s\) for",
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"can only concatenate str",
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"not all arguments converted during string formatting",
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"has no kernel",
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"not implemented",
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]
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)
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with pytest.raises(err, match=msg):
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ops(pd.Series("foo", index=s.index))
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