26 lines
650 B
Python
26 lines
650 B
Python
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import pandas as pd
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import pytest
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from src.cleaner.dataframe import build_df
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@pytest.fixture
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def sample_objs():
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return [
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{'id': 1, 'name': 'Alice', 'age': 25},
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{'id': 2, 'name': 'Bob', 'age': 30},
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{'id': 3, 'name': 'Charlie', 'age': 22}
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]
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def test_build_df(sample_objs):
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result_df = build_df(sample_objs)
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assert isinstance(result_df, pd.DataFrame)
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assert set(result_df.columns) == {'name', 'age'}
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def test_build_df_missing_id_column():
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objs_missing_id = [{'name': 'Alice', 'age': 25}, {'name': 'Bob', 'age': 30}]
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with pytest.raises(KeyError, match="'id'"):
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build_df(objs_missing_id)
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