62 lines
2.4 KiB
Python
62 lines
2.4 KiB
Python
import os
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import sys
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import unittest
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import pandas as pd
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PROJECT_ROOT = os.path.realpath(os.path.join(os.path.dirname(__file__), "..", ".."))
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MODULE_ROOT = os.path.join(PROJECT_ROOT, "modules")
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sys.path.append(MODULE_ROOT)
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from pandas_wrapper.pandas_at_set_float import PandasAtSetFloat
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class TestPandasAtSetFloat(unittest.TestCase):
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def setUp(self):
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"""Set up test data."""
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self.node = PandasAtSetFloat()
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self.test_cases = [
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# Test with string row index and string column label
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(
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pd.DataFrame({"a": [None]}, index=["row1"]),
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"row1", "string", "a", "string", 3.14
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),
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(
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pd.DataFrame({"a": [None]}, index=["row2"]),
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"row2", "string", "a", "string", 2.71
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),
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# Test with integer row index and string column label
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(
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pd.DataFrame({"a": [None]}, index=[0]),
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"0", "int", "a", "string", 1.618
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),
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(
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pd.DataFrame({"a": [None]}, index=[1]),
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"1", "int", "a", "string", 0.577
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),
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# Test with integer row index and integer column label
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(
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pd.DataFrame({1: [None]}, index=[0]),
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"0", "int", 1, "int", 6.28
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),
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(
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pd.DataFrame({2: [None]}, index=[1]),
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"1", "int", 2, "int", 1.414
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),
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# Mixed types: string row index, integer column label
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(
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pd.DataFrame({1: [None]}, index=["event"]),
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"event", "string", 1, "int", 2.236
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),
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]
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def test_set_float_cell(self):
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"""Test setting a float cell in a pandas DataFrame."""
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for dataframe, row_index, row_index_type, column_label, column_label_type, data in self.test_cases:
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with self.subTest(dataframe=dataframe, row_index=row_index, column_label=column_label):
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retval = self.node.f(dataframe, row_index, row_index_type, column_label, column_label_type, data)
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self.assertEqual(retval[0].at[int(row_index) if row_index_type == "int" else row_index,
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int(column_label) if column_label_type == "int" else column_label],
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data,
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f"Mismatch for row_index={row_index}, column_label={column_label}")
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if __name__ == "__main__":
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unittest.main()
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