Datasets:

matchbench
/

Walmart-Amazon

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Walmart-Amazon.py DELETED Viewed

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-import os
-import datasets
-import pandas as pd
-class WalmartAmazonConfig(datasets.BuilderConfig):
-    def __init__(self, features, data_url, **kwargs):
-        super(WalmartAmazonConfig, self).__init__(**kwargs)
-        self.features = features
-        self.data_url = data_url
-class WalmartAmazon(datasets.GeneratorBasedBuilder):
-    BUILDER_CONFIGS = [
-        WalmartAmazonConfig(
-            name="pairs",
-            features={
-                "ltable_id":datasets.Value("string"),
-                "rtable_id":datasets.Value("string"),
-                "label":datasets.Value("string"),
-            },
-            data_url="https://huggingface.co/datasets/matchbench/Walmart-Amazon/resolve/main/",
-        ),
-        WalmartAmazonConfig(
-            name="source",
-            features={
-                "id":datasets.Value("string"),
-                "title":datasets.Value("string"),
-                "category":datasets.Value("string"),
-                "brand":datasets.Value("string"),
-				"modelno":datasets.Value("string"),
-				"price":datasets.Value("string"),
-            },
-            data_url="https://huggingface.co/datasets/matchbench/Walmart-Amazon/resolve/main/tableA.csv",
-        ),
-        WalmartAmazonConfig(
-            name="target",
-            features={
-				"id":datasets.Value("string"),
-                "title":datasets.Value("string"),
-                "category":datasets.Value("string"),
-                "brand":datasets.Value("string"),
-				"modelno":datasets.Value("string"),
-				"price":datasets.Value("string"),
-            },
-            data_url="https://huggingface.co/datasets/matchbench/Walmart-Amazon/resolve/main/tableB.csv",
-        ),
-    ]
-    def _info(self):
-        return datasets.DatasetInfo(
-            features=datasets.Features(self.config.features)
-        )
-    def _split_generators(self, dl_manager):
-        if self.config.name == "pairs":
-            return [
-                datasets.SplitGenerator(
-                    name=split,
-                    gen_kwargs={
-                        "path_file": dl_manager.download_and_extract(os.path.join(self.config.data_url, f"{split}.csv")),
-                        "split":split,
-                    }
-                )
-                for split in ["train", "valid", "test"]
-            ]
-        if self.config.name == "source":
-            return [ datasets.SplitGenerator(name="source",gen_kwargs={"path_file":dl_manager.download_and_extract(self.config.data_url), "split":"source",})]
-        if self.config.name == "target":
-            return [ datasets.SplitGenerator(name="target",gen_kwargs={"path_file":dl_manager.download_and_extract(self.config.data_url), "split":"target",})]
-    def _generate_examples(self, path_file, split):
-        file = pd.read_csv(path_file)
-        for i, row in file.iterrows():
-            if split not in ['source', 'target']:
-                yield i, {
-                    "ltable_id": row["ltable_id"],
-                    "rtable_id": row["rtable_id"],
-                    "label": row["label"],
-                }
-            else:
-                yield i, {
-                    "id": row["id"],
-                    "title": row["title"],
-                    "category": row["category"],
-                    "brand": row["brand"],
-					"modelno: row["modelno"],
-					"price": row["price"],
-                }

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tableA.csv DELETED Viewed

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tableB.csv DELETED Viewed

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