Update from $USER

THUCNews.py

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+import csv
+
+import datasets
+
+
+_TRAIN_DOWNLOAD_URL = "https://drive.google.com/u/0/uc?id=1eOg09b1PKWP2yOix0jhhLMAGj79wvDpJ&export=download"
+_DEV_DOWNLOAD_URL = "https://drive.google.com/u/0/uc?id=1vk6wsjDdspwTG8gVeZ6TV5-RkiV3wUyD&export=download"
+_TEST_DOWNLOAD_URL = "https://drive.google.com/u/0/uc?id=1Ba2IIeFJMYBfOJsYyloHkHZ7lb3ADRwW&export=download"
+
+
+
+class THUCNews(datasets.GeneratorBasedBuilder):
+
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=None,
+            features=datasets.Features(
+                {
+                    "text": datasets.Value("string"),
+                    "label": datasets.features.ClassLabel(names=['sports', 'entertainment', 'property', 'education', 'fashion', 'affairs', 'game', 'sociology', 'technology', 'economics']),
+                }
+
+            ),
+            homepage=None,
+            citation=None,
+        )
+
+    def _split_generators(self, dl_manager):
+        train_path = dl_manager.download_and_extract(_TRAIN_DOWNLOAD_URL)
+        dev_path = dl_manager.download_and_extract(_DEV_DOWNLOAD_URL)
+        test_path = dl_manager.download_and_extract(_TEST_DOWNLOAD_URL)
+        return [
+            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": train_path}),
+            datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": dev_path}),
+            datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": test_path}),
+        ]
+
+    def _generate_examples(self, filepath):
+        with open(filepath, encoding="utf-8") as csv_file:
+            csv_reader = csv.reader(
+                csv_file, quotechar='"', delimiter=",", quoting=csv.QUOTE_ALL, skipinitialspace=True
+            )
+            for id_, row in enumerate(csv_reader):
+                if id_ == 0:
+                    continue
+                label, text = row
+                label = int(label)
+                yield id_, {"text": text, "label": label}

dataset_info.json

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+{"description": "", "citation": "", "homepage": "", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 10, "names": ["sports", "entertainment", "property", "education", "fashion", "affairs", "game", "sociology", "technology", "economics"], "names_file": null, "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "builder_name": "thuc_news", "config_name": "default", "version": {"version_str": "0.0.0", "description": null, "major": 0, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 3206827, "num_examples": 50000, "dataset_name": "thuc_news"}, "validation": {"name": "validation", "num_bytes": 320133, "num_examples": 5000, "dataset_name": "thuc_news"}, "test": {"name": "test", "num_bytes": 631946, "num_examples": 10000, "dataset_name": "thuc_news"}}, "download_checksums": {"https://drive.google.com/u/0/uc?id=1eOg09b1PKWP2yOix0jhhLMAGj79wvDpJ&export=download": {"num_bytes": 2847111, "checksum": "840a218b7afaa083707e6e5b2035225134368364ec54f5191a97c580cb560fd1"}, "https://drive.google.com/u/0/uc?id=1vk6wsjDdspwTG8gVeZ6TV5-RkiV3wUyD&export=download": {"num_bytes": 284613, "checksum": "6f45976af7ba1b761efe5e1ec9ae0e16cf745fee6557609d3c70f9b8f8c76ba2"}, "https://drive.google.com/u/0/uc?id=1Ba2IIeFJMYBfOJsYyloHkHZ7lb3ADRwW&export=download": {"num_bytes": 561708, "checksum": "c34d4550b2ddd5537b6a0ef006fa17478db766ba372de9195a938e64c7cf434f"}}, "download_size": 3693432, "post_processing_size": null, "dataset_size": 4158906, "size_in_bytes": 7852338}

thuc_news-test.arrow

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+version https://git-lfs.github.com/spec/v1
+oid sha256:67d9d00d1ce187f4148650a838e5e19bc4871f223a356a28b57db278bf0d9d56
+size 632712

thuc_news-train.arrow

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+version https://git-lfs.github.com/spec/v1
+oid sha256:a697fc622a759ef6f68bc5354eb90e0d0bc589f8c0a7ddbaa7889405832292fb
+size 3208456

thuc_news-validation.arrow

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+version https://git-lfs.github.com/spec/v1
+oid sha256:2298b5d5259de568dd15c5292341166dae52c0f756efbea8582811e12ae37dfd
+size 320904