Dmitry Filippov
commited on
Commit
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a3f6c67
1
Parent(s):
c9ed105
Add dataset loading script
Browse files- wine-quality.py +31 -0
- winequality-red.csv +0 -0
- winequality-white.csv +0 -0
- winequality.names +1 -0
wine-quality.py
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from datasets import DatasetBuilder, Csv
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import os
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import csv
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class WineQuality(DatasetBuilder):
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VERSION = "1.0.0"
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BUILDER_CONFIG_CLASS = Csv.BuilderConfig
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BUILDER_CONFIGS = [
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Csv.BuilderConfig(name="winequality-red", version=VERSION, delimiter=";", encoding="utf-8"),
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Csv.BuilderConfig(name="winequality-white", version=VERSION, delimiter=";", encoding="utf-8"),
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]
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def _info(self):
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return datasets.DatasetInfo(
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description="This is the dataset of Wine Quality, including two kinds: red and white"
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)
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def _split_generators(self, dl_manager):
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return [
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datasets.SplitGenerator(name="red", gen_kwargs={"filepath": os.path.join(self.config.data_dir, "winequality-red.csv")}),
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datasets.SplitGenerator(name="white", gen_kwargs={"filepath": os.path.join(self.config.data_dir, "winequality-white.csv")}),
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]
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def _generate_examples(self, filepath):
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with open(filepath, encoding="utf-8") as f:
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data = csv.DictReader(f)
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for id_, row in enumerate(data):
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yield id_, row
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winequality-red.csv
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The diff for this file is too large to render.
See raw diff
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winequality-white.csv
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The diff for this file is too large to render.
See raw diff
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winequality.names
CHANGED
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@@ -70,3 +70,4 @@ Citation Request:
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12 - quality (score between 0 and 10)
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8. Missing Attribute Values: None
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12 - quality (score between 0 and 10)
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8. Missing Attribute Values: None
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