Dmitry Filippov commited on
Commit
a3f6c67
·
1 Parent(s): c9ed105

Add dataset loading script

Browse files
wine-quality.py ADDED
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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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+
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+
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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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+
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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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+
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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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+
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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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+
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+
winequality-red.csv CHANGED
The diff for this file is too large to render. See raw diff
 
winequality-white.csv CHANGED
The diff for this file is too large to render. See raw diff
 
winequality.names CHANGED
@@ -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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+