init

Weibo.py

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+import csv
+
+import datasets
+
+
+_TRAIN_DOWNLOAD_URL = "https://drive.google.com/u/0/uc?id=1KhI9WDqbx64nUTQT_FsUqU6mu6AkEc3m&export=download"
+_DEV_DOWNLOAD_URL = "https://drive.google.com/u/0/uc?id=1C_-pJhh38ItfyF2-u2tTmRx2OI5zr-I9&export=download"
+_TEST_DOWNLOAD_URL = "https://drive.google.com/u/0/uc?id=1v5KRU1pIYUf13ebTLyfSQFRbiEO-DM8U&export=download"
+
+
+
+class Weibo(datasets.GeneratorBasedBuilder):
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=None,
+            features=datasets.Features(
+                {
+                    "text": datasets.Value("string"),
+                    "label": datasets.features.ClassLabel(names=['like', 'disgust', 'happiness', 'sadness', 'anger', 'surprise', 'fear', 'none']),
+                }
+            ),
+            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": 8, "names": ["like", "disgust", "happiness", "sadness", "anger", "surprise", "fear", "none"], "names_file": null, "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "builder_name": "weibo", "config_name": "default", "version": {"version_str": "0.0.0", "description": null, "major": 0, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 4573502, "num_examples": 50000, "dataset_name": "weibo"}, "validation": {"name": "validation", "num_bytes": 455846, "num_examples": 5000, "dataset_name": "weibo"}, "test": {"name": "test", "num_bytes": 415985, "num_examples": 4571, "dataset_name": "weibo"}}, "download_checksums": {"https://drive.google.com/u/0/uc?id=1KhI9WDqbx64nUTQT_FsUqU6mu6AkEc3m&export=download": {"num_bytes": 4176878, "checksum": "e89e6a384b7bdac2a126fddb21c3a0111e3a23f9d1e65001bec8cfc9e9eb1f27"}, "https://drive.google.com/u/0/uc?id=1C_-pJhh38ItfyF2-u2tTmRx2OI5zr-I9&export=download": {"num_bytes": 416174, "checksum": "ba90c6d212b762346148175b3912e6e95ad3bdab5b12a34b6c7f0ff968a1acfa"}, "https://drive.google.com/u/0/uc?id=1v5KRU1pIYUf13ebTLyfSQFRbiEO-DM8U&export=download": {"num_bytes": 379771, "checksum": "d1fcf8637aba4b9a4ceb7bd0c8481f5ca22b494bd495fb8624dfb89372965d27"}}, "download_size": 4972823, "post_processing_size": null, "dataset_size": 5445333, "size_in_bytes": 10418156}

weibo-test.arrow

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+version https://git-lfs.github.com/spec/v1
+oid sha256:af007165fce137c26bcb06691e60d12dd36a9a9952ca25a5f27443071f1aaf07
+size 416704

weibo-train.arrow

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+version https://git-lfs.github.com/spec/v1
+oid sha256:b7785f0edfa876284b06f2ee0cebb60c70bc7c4167e1fee4e258fc9b86e03894
+size 4575080

weibo-validation.arrow

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+version https://git-lfs.github.com/spec/v1
+oid sha256:272a8e65b8baec693b59c42dab68da4ebe79cb2551cf299578ebebbb8923eac9
+size 456568