43 lines
949 B
Python
43 lines
949 B
Python
import pandas as pd
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from pandas.util.testing import assert_frame_equal
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from demo.classes import CsvSerializer, ParquetSerializer
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from hypothesis import given
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from hypothesis.extra.pandas import columns, data_frames, range_indexes
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@given(
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data_frames(
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index=range_indexes(min_size=10), columns=columns(["foo", "bar"], dtype=float)
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)
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)
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def test_csv_serializer(df: pd.DataFrame) -> None:
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serdes = CsvSerializer(df)
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actual = CsvSerializer.from_bytes(serdes.to_bytes())
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print(df)
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print(actual)
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assert_frame_equal(
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df,
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actual,
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)
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@given(
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data_frames(
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index=range_indexes(min_size=10), columns=columns(["foo", "bar"], dtype=float)
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)
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)
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def test_parquet_serializer(df: pd.DataFrame) -> None:
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serdes = ParquetSerializer(df)
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actual = ParquetSerializer.from_bytes(serdes.to_bytes())
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print(df)
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print(actual)
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assert_frame_equal(
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df,
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actual,
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)
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