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pandas/core/computation/align.py

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@@ -143,6 +143,7 @@ def _align_core(terms):
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)
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obj = ti.reindex(reindexer, axis=axis)
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# Update the term value without converting to ndarray
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terms[i].update(obj)
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return typ, _zip_axes_from_type(typ, axes)

pandas/tests/test_expressions.py

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@@ -2,6 +2,7 @@
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import re
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import numpy as np
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import pandas as pd
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import pytest
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from pandas import option_context
@@ -161,14 +162,14 @@ def test_run_arithmetic(self, request, fixture, flex, arith, monkeypatch):
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],
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)
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@pytest.mark.parametrize("flex", [True, False])
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def test_run_binary(self, request, fixture, flex, comparison_op, monkeypatch):
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def test_run_binary(self, request, fixture, flex, monkeypatch):
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"""
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tests solely that the result is the same whether or not numexpr is
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enabled. Need to test whether the function does the correct thing
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elsewhere.
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"""
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df = request.getfixturevalue(fixture)
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arith = comparison_op.__name__
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arith = "add" # Use "add" operation for binary test
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with option_context("compute.use_numexpr", False):
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other = df + 1
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@@ -461,3 +462,23 @@ def test_python_semantics_with_numexpr_installed(
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pass
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else:
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assert scalar_result == expected
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# New test added here
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def test_multiline_expression(self):
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df = pd.DataFrame({"first": [9.76, 9.76, 9.76], "last": [9.76, 9.76, 9.76], "pre": [9.75, 9.76, 9.76]})
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expr = """
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first_ret = first / pre.fillna(first) - 1.0
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last_ret = last / pre.fillna(first) - 1.0
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"""
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# Evaluate the multiline expression
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result = expr.evaluate(expr, df, df, use_numexpr=True)
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# Define expected values manually or calculate based on expectation
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expected_first_ret = df['first'] / df['pre'].fillna(df['first']) - 1.0
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expected_last_ret = df['last'] / df['pre'].fillna(df['first']) - 1.0
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expected = pd.DataFrame({"first_ret": expected_first_ret, "last_ret": expected_last_ret})
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# Assert the result matches the expected values
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tm.assert_frame_equal(result, expected)

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