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2 | 2 | import re
|
3 | 3 |
|
4 | 4 | import numpy as np
|
| 5 | +import pandas as pd |
5 | 6 | import pytest
|
6 | 7 |
|
7 | 8 | from pandas import option_context
|
@@ -161,14 +162,14 @@ def test_run_arithmetic(self, request, fixture, flex, arith, monkeypatch):
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161 | 162 | ],
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162 | 163 | )
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163 | 164 | @pytest.mark.parametrize("flex", [True, False])
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164 |
| - def test_run_binary(self, request, fixture, flex, comparison_op, monkeypatch): |
| 165 | + def test_run_binary(self, request, fixture, flex, monkeypatch): |
165 | 166 | """
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166 | 167 | tests solely that the result is the same whether or not numexpr is
|
167 | 168 | enabled. Need to test whether the function does the correct thing
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168 | 169 | elsewhere.
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169 | 170 | """
|
170 | 171 | df = request.getfixturevalue(fixture)
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171 |
| - arith = comparison_op.__name__ |
| 172 | + arith = "add" # Use "add" operation for binary test |
172 | 173 | with option_context("compute.use_numexpr", False):
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173 | 174 | other = df + 1
|
174 | 175 |
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@@ -461,3 +462,23 @@ def test_python_semantics_with_numexpr_installed(
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461 | 462 | pass
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462 | 463 | else:
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463 | 464 | assert scalar_result == expected
|
| 465 | + |
| 466 | + # New test added here |
| 467 | + def test_multiline_expression(self): |
| 468 | + df = pd.DataFrame({"first": [9.76, 9.76, 9.76], "last": [9.76, 9.76, 9.76], "pre": [9.75, 9.76, 9.76]}) |
| 469 | + |
| 470 | + expr = """ |
| 471 | + first_ret = first / pre.fillna(first) - 1.0 |
| 472 | + last_ret = last / pre.fillna(first) - 1.0 |
| 473 | + """ |
| 474 | + |
| 475 | + # Evaluate the multiline expression |
| 476 | + result = expr.evaluate(expr, df, df, use_numexpr=True) |
| 477 | + |
| 478 | + # Define expected values manually or calculate based on expectation |
| 479 | + expected_first_ret = df['first'] / df['pre'].fillna(df['first']) - 1.0 |
| 480 | + expected_last_ret = df['last'] / df['pre'].fillna(df['first']) - 1.0 |
| 481 | + expected = pd.DataFrame({"first_ret": expected_first_ret, "last_ret": expected_last_ret}) |
| 482 | + |
| 483 | + # Assert the result matches the expected values |
| 484 | + tm.assert_frame_equal(result, expected) |
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