Datasets:
Update golf.py
Browse files
golf.py
CHANGED
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@@ -72,7 +72,7 @@ class Golf(datasets.GeneratorBasedBuilder):
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]
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def _generate_examples(self, filepath: str):
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data = pandas.read_csv(filepath
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data = self.preprocess(data)
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for row_id, row in data.iterrows():
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@@ -80,19 +80,7 @@ class Golf(datasets.GeneratorBasedBuilder):
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yield row_id, data_row
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def preprocess(self, data: pandas.DataFrame) -> pandas.DataFrame:
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data.columns = [
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"outlook",
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"temperature",
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"humidity",
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"windy",
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"goodPlaying",
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"toPlay"
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]
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print(data.head())
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print("toPlay" in data.columns)
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print("toPlay" in _ENCODING_DICS)
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for feature in _ENCODING_DICS:
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encoding_function = partial(self.encode, feature)
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data.loc[:, feature] = data[feature].apply(encoding_function)
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]
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def _generate_examples(self, filepath: str):
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data = pandas.read_csv(filepath)
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data = self.preprocess(data)
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for row_id, row in data.iterrows():
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yield row_id, data_row
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def preprocess(self, data: pandas.DataFrame) -> pandas.DataFrame:
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for feature in _ENCODING_DICS:
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encoding_function = partial(self.encode, feature)
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data.loc[:, feature] = data[feature].apply(encoding_function)
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