| """Python State Changes""" | |
| from random import choice, shuffle | |
| from sys import maxsize | |
| import datasets | |
| import json | |
| _DESCRIPTION = """\ | |
| Python state changes from a single line of code. | |
| """ | |
| _FEATURES = datasets.Features( | |
| { | |
| "start": datasets.Value("string"), | |
| "code": datasets.Value("string"), | |
| "end": datasets.Value("string"), | |
| } | |
| ) | |
| _DATA_URL = { | |
| 'default': "https://huggingface.co/datasets/Fraser/python-state-changes/resolve/main/data.jsonl", | |
| 'mini': "https://huggingface.co/datasets/Fraser/python-state-changes/resolve/main/data.mini.jsonl" | |
| } | |
| _LICENSE = "MIT License" | |
| class PythonStateChanges(datasets.GeneratorBasedBuilder): | |
| """Program Synthesis dataset from dreamcoder.""" | |
| VERSION = datasets.Version("1.1.0") | |
| BUILDER_CONFIGS = [ | |
| datasets.BuilderConfig(version=VERSION), | |
| datasets.BuilderConfig( | |
| name="mini", version=VERSION, description="100k subset of the dataset." | |
| ), | |
| ] | |
| DEFAULT_CONFIG_NAME = "default" | |
| def _info(self): | |
| return datasets.DatasetInfo( | |
| description=_DESCRIPTION, | |
| features=_FEATURES, | |
| license=_LICENSE, | |
| ) | |
| def _split_generators(self, dl_manager): | |
| data_path = dl_manager.download(_DATA_URL[self.config.name]) | |
| return [ | |
| datasets.SplitGenerator( | |
| name=datasets.Split.TRAIN, gen_kwargs={'path': data_path} | |
| ), | |
| ] | |
| def _generate_examples(self, path): | |
| with open(path, 'r', encoding="utf-8") as f: | |
| for id_, line in enumerate(f): | |
| yield id_, json.loads(line) | |