Create ukrainian-stackexchange.py

ukrainian-stackexchange.py

@@ -0,0 +1,58 @@
+from datasets import DatasetBuilder, SplitGenerator, DownloadConfig
+from pathlib import Path
+import json
+
+
+URL = "ukrainian-stackexchange.json"
+
+
+class UkrainianStackExchange(DatasetBuilder):
+
+    VERSION = "1.0.0"
+    BUILDER_CONFIGS = [
+        {
+            "name": "ukrainian-stackexchange",
+            "version": VERSION,
+            "description": "Ukrainian StackExchange Dataset collected from https://ukrainian.stackexchange.com/"
+        }
+    ]
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features({
+                "question": {
+                    "id": datasets.Value("string"),
+                    "title": datasets.Value("string"),
+                    "text": datasets.Value("string"),
+                    "upvoteCount": datasets.Value("int32"),
+                    "tags": datasets.Sequence(datasets.Value("string")),
+                },
+                "answers": datasets.Sequence({
+                    "id": datasets.Value("string"),
+                    "text": datasets.Value("string"),
+                    "upvoteCount": datasets.Value("int32"),
+                    "isAccepted": datasets.Value("bool"),
+                }),
+                "url": datasets.Value("string"),
+            }),
+            supervised_keys=None,
+        )
+
+    def _split_generators(self, dl_manager):
+        path_to_file = Path(URL)
+        return [
+            SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={
+                    "filepath": path_to_file,
+                },
+            ),
+        ]
+
+    def _generate_examples(self, filepath):
+        with open(filepath, "r", encoding="utf-8") as f:
+            json_data = json.load(f)
+
+        for idx, data in enumerate(json_data):
+            yield idx, data