| 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 | |