Create malyuk.py

malyuk.py

@@ -0,0 +1,99 @@
+import json
+import datasets
+
+logger = datasets.logging.get_logger(__name__)
+
+
+_DESCRIPTION = """\
+Malyuk — a large, compiled corpus of ukrainian language texts.
+113GB of text data in jsonl format.
+Combination of UberText 2.0, Ukrainian part of the Oscar, and Ukrainian News.
+
+Nothing is guaranteed. Use at your own risk.
+"""
+
+
+_URLS = [
+    "combined_ds_pt00.jsonlines",
+    "combined_ds_pt01.jsonlines",
+    "combined_ds_pt02.jsonlines",
+    "combined_ds_pt03.jsonlines",
+    "combined_ds_pt04.jsonlines",
+    "combined_ds_pt05.jsonlines",
+    "combined_ds_pt06.jsonlines",
+    "combined_ds_pt07.jsonlines",
+    "combined_ds_pt08.jsonlines",
+    "combined_ds_pt09.jsonlines",
+    "combined_ds_pt10.jsonlines",
+    "combined_ds_pt11.jsonlines",
+    "combined_ds_pt12.jsonlines",
+    "combined_ds_pt13.jsonlines",
+    "combined_ds_pt14.jsonlines",
+    "combined_ds_pt15.jsonlines",
+    "combined_ds_pt16.jsonlines",
+    "combined_ds_pt17.jsonlines",
+    "combined_ds_pt18.jsonlines",
+    "combined_ds_pt19.jsonlines",
+    "combined_ds_pt20.jsonlines",
+    "combined_ds_pt21.jsonlines",
+    "combined_ds_pt22.jsonlines",
+]
+
+
+class MalyukDataset(datasets.GeneratorBasedBuilder):
+    """
+    Malyuk Dataset
+
+    ~^^^^^^:::^?7!!!!!~~~~~~~~~~~~~~^^^^^^::::::.............:::::::::^^:::::::^^^^^~~~~~~~~~~!:........
+    ~^^^^^^:::^7!~!!!!!~~~~~~~^^^^^^^~~~~^^^^^^^::::::::::::^^^^^^^^^^:::::::::::^^~~~~~!!!~~!!:........
+    ~~~^^^^:::^7!~!!!~~~~~~^^^^^^^^^~~~~~~~~~~~~~~~~~~~!!~~~~!~~~~~~~~~~~~~~~^^:::^^~~~~~~!!~!7^........
+    ~~~^^^^^^:~7!!!~~!~~~~~~~~!!!!!!!!777777777777!!!~~!777???JJYY55YYJ?7?777777!~~~^~~~~~!77??^........
+    !~~~^^^^^:~?!!!!!!!!!!7?Y55555555PBGPPPPPPPP5YJJ?777JY5PPPG########BBBBGGGGGP5Y?!~!~~~~77??:........
+    7!~~^^^^^:^7!!!!!!!7?YPGBBGGGGGGGBB########BBGGPP5YY5GB####&&&&&##BGGGBB####BBG5?!!~~~~~!?7.........
+    7!~~^~~~~~^!!!!!!!!?YPGGGP55PPGBB####&&&&&&##BBPJ7!~!75##&&&&&#BB###BBGGGB###BGPY?7~~~~^~7~:::^^^...
+    ?7~~^JPJ7!7?~!!!77?J5PPPGBB#BGG&&@&#PG#&&&##BBGJ!^::::!5BBB###GY5#&&&#GG##BBBBGP5?7~~^^^^~~^~!?P5:..
+    J7~~^JBGJ??7~!!!!7?JJ5PGGBBBG5J5GBG5Y5GBBGGGPPJ7!~::.:^!J555GPP5JY555JJ5GGGP55Y?!~~^^^^^^~!JY5B#?...
+    J7!~~7PY?J??7!!!!!!7?JYYYYY5555555PPPP55YYYYYJ?!~~^:::^~!?JJJJY55YY555555Y?7!~~^^^^^^~~~^7Y55JYP~...
+    J7!~~!J7?YYJ7!!!!!!!!777???JJY55555YYJJ????????7!~^:::^~!777!!!7??????77!~^^::::::^^^~!~~7PP5J7?~...
+    J7!~~~!?Y5PG?7!!!!~~~~~~~~!!777777??777777????77!!~^::^!!777!~~^~~!!~~^:::...::::^^~~~!!!7GGPY!~:...
+    ?7!!~~~7YPGGJ7!!!!!~~~~~~~~~~~~~~!!~~~~!77????77!!~^^:^~!77?7!~^^::^^^^^^^:^^^^^^~~~!!!77?PPY7~^....
+    ?77!~~~!?5PPJ77!!!!!!~!!!!~~~~~~~^^^~~~!7?J?777!!~^^:::^!!7?J!~^^::::::^^~~~~~~~~~!!!!7??7YY?~~^....
+    """
+
+    VERSION = datasets.Version("1.0.0")
+    DEFAULT_CONFIG_NAME = "default"
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(name="default", version=VERSION, description=""),
+    ]
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    "id": datasets.Value("string"),
+                    "compound_id": datasets.Value("string"),
+                    "text": datasets.Value("string"),
+                }
+            ),
+        )
+
+    def _split_generators(self, dl_manager):
+        downloaded_files = dl_manager.download(_URLS)
+
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN, gen_kwargs={"filepaths": downloaded_files}
+            )
+        ]
+
+    def _generate_examples(self, filepaths):
+        """This function returns the examples in the raw (text) form."""
+        logger.info("generating examples from = %s", filepaths)
+        key = 0
+        for path in filepaths:
+            with open(path, encoding="utf-8") as f:
+                for instruction_str in f:
+                    instruction = json.loads(instruction_str)
+                    yield key, instruction
+                    key += 1