publish version 0.0.0

.gitattributes

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+ko_wiki_v1_squad.json filter=lfs diff=lfs merge=lfs -text

common-sense-mrc.py

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+import os
+import pandas as pd
+import datasets
+
+_DATA_URLS = {
+    "train": "./ko_wiki_v1_squad.json",
+}
+_VERSION = "0.0.0"
+_LICENSE = ""
+_CITATION = ""
+_HOMEPAGE = ""
+_DESCRIPTION = ""
+
+
+class CommonSenseMRCConfig(datasets.BuilderConfig):
+    def __init__(self, data_url, features, **kwargs):
+        super().__init__(version=datasets.Version(_VERSION, ""), **kwargs)
+        self.features = features
+        self.data_url = data_url
+        
+
+class CommonSenseMRC(datasets.GeneratorBasedBuilder):
+    DEFAULT_CONFIG_NAME = "common_sense"
+    BUILDER_CONFIGS = [
+        CommonSenseMRCConfig(
+            name="common_sense",
+            data_url=_DATA_URLS,
+            features=datasets.Features(
+                {
+                    "answers": datasets.Sequence(
+                        feature={
+                            "text": datasets.Value(dtype="string"),
+                            "answer_start": datasets.Value(dtype="int32"),
+                        },
+                    ),
+                    "context": datasets.Value(dtype="string"),
+                    "guid": datasets.Value(dtype="string"),
+                    "question": datasets.Value(dtype="string"),
+                    "title": datasets.Value(dtype="string"),
+                }
+            )
+        ),
+    ]
+    
+    def _info(self):
+        return datasets.DatasetInfo(
+            features=self.config.features,
+            description=_DESCRIPTION,
+            homepage=_HOMEPAGE,
+            citation=_CITATION,
+            license=_LICENSE,
+        )
+    
+    def _split_generators(self, dl_manager):
+        data_path = dl_manager.download_and_extract(self.config.data_url)
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                # These kwargs will be passed to _generate_examples
+                gen_kwargs={"data_file": data_path["train"]}
+            ),
+        ]
+    
+    def _generate_examples(self, data_file: str):
+        idx = 0
+        common_sense_mrc = pd.read_json(data_file)
+        for example in common_sense_mrc["data"].tolist():
+            paragraphs = example["paragraphs"]
+            title = example["title"]
+            for paragraph in paragraphs:
+                qas = paragraph["qas"]
+                context = paragraph["context"]
+                for qa in qas:
+                    text = [answers["text"] for answers in qa["answers"]]
+                    answer_start = [answers["answer_start"] for answers in qa["answers"]]
+                    features = {
+                        "guid": str(qa["id"]),
+                        "question": qa["question"],
+                        "answers": {"text": text, "answer_start": answer_start},
+                        "context": context,
+                        "title": title,
+                    }
+                    yield idx, features
+                    idx += 1

dataset_infos.json

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+{"common_sense": {"description": "", "citation": "", "homepage": "", "license": "", "features": {"answers": {"feature": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "answer_start": {"dtype": "int32", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}, "context": {"dtype": "string", "id": null, "_type": "Value"}, "guid": {"dtype": "string", "id": null, "_type": "Value"}, "question": {"dtype": "string", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "common_sense_mrc", "config_name": "common_sense", "version": {"version_str": "0.0.0", "description": "", "major": 0, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 116481618, "num_examples": 100268, "dataset_name": "common_sense_mrc"}}, "download_checksums": {"./ko_wiki_v1_squad.json": {"num_bytes": 93089017, "checksum": "a5a4af725210ce03a57106340f4eb248d94d23ec33030a18cc8f6c17d313f11e"}}, "download_size": 93089017, "post_processing_size": null, "dataset_size": 116481618, "size_in_bytes": 209570635}}

ko_wiki_v1_squad.json

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+version https://git-lfs.github.com/spec/v1
+oid sha256:a5a4af725210ce03a57106340f4eb248d94d23ec33030a18cc8f6c17d313f11e
+size 93089017