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@@ -56,3 +56,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+train/partition_0.jsonl filter=lfs diff=lfs merge=lfs -text

goodwiki_long.py

@@ -0,0 +1,104 @@
+# coding=utf-8
+# Copyright 2023 Devrim Cavusoglu and the HuggingFace Datasets Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# Lint as: python3
+"""Goodwiki Long Subset."""
+
+
+import json
+
+import datasets
+
+logger = datasets.logging.get_logger(__name__)
+
+
+_DESCRIPTION = """\
+Dataset consisting of long wikipedia articles in markdown format.
+"""
+
+_URLS = {
+    "train": [
+        "train/partition_0.jsonl",
+    ],
+    "test": [
+        "test/partition_1.jsonl",
+    ]
+}
+
+
+class GoodWikiLongDatasetConfig(datasets.BuilderConfig):
+    """BuilderConfig for Dataset."""
+
+    def __init__(self, **kwargs):
+        """BuilderConfig for Dataset.
+
+        Args:
+            **kwargs: keyword arguments forwarded to super.
+        """
+        super(GoodWikiLongDatasetConfig, self).__init__(**kwargs)
+
+    @property
+    def features(self):
+        return {
+            "id": datasets.Value("string"),
+            "url": datasets.Value("null"),
+            "title": datasets.Value("string"),
+            "text": datasets.Value("string"),
+            "revid": datasets.Value("string"),
+            "description": datasets.Value("string"),
+            "categories": datasets.Sequence(datasets.Value("string")),
+        }
+
+
+class GoodWikiLongDataset(datasets.GeneratorBasedBuilder):
+    """WikiLongDataset Classification dataset. Version 1.0."""
+
+    BUILDER_CONFIGS = [
+        GoodWikiLongDatasetConfig(
+            version=datasets.Version("1.0.0", ""), description="Goodwiki Long Articles"
+        )
+    ]
+    BUILDER_CONFIG_CLASS = GoodWikiLongDatasetConfig
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(self.config.features),
+        )
+
+    def _split_generators(self, dl_manager):
+        data_dir = dl_manager.download_and_extract(_URLS)
+
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN, gen_kwargs={"filepath": data_dir["train"]}
+            ),
+        ]
+
+    def _generate_examples(self, filepath):
+        """This function returns the examples in the raw (text) form."""
+        logger.info("generating examples from = %s", filepath)
+        if isinstance(filepath, str):
+            filepath = [filepath]
+        key = 0
+        for path in filepath:
+            with open(path, encoding="utf-8") as data:
+                for article_data in data:
+                    article = json.loads(article_data)
+                    article["id"] = article.pop("pageid")
+                    article["text"] = "# " + article["title"] + "\n\n" + article.pop("markdown")
+                    article["url"] = None
+                    yield key, article
+                    key += 1

info.json

@@ -0,0 +1,22 @@
+{
+  "train": {
+    "n_instances": 1000,
+    "avg_num_words": 5092.245,
+    "min_char_length": 16436,
+    "max_char_length": 132301,
+    "source_dataset": {
+      "path": "data/goodwiki_long",
+      "name": null
+    }
+  },
+  "test": {
+    "n_instances": 200,
+    "avg_num_words": 5227.825,
+    "min_char_length": 16434,
+    "max_char_length": 115234,
+    "source_dataset": {
+      "path": "data/goodwiki_long",
+      "name": null
+    }
+  }
+}

train/partition_0.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db4dbf93038c83a3cc1b366bf72f164baa0221f90f4c9232ddfbbfb9c5054873
+size 32131353