basic-skills.py

import json
import datasets


class BasicSkillsConfig(datasets.BuilderConfig):
    def __init__(self, builder_hash=None, **kwargs):
        super(BasicSkillsConfig, self).__init__(**kwargs)
        self.builder_hash = builder_hash


class BasicSkills(datasets.GeneratorBasedBuilder):
    # Custom builder configurations for different subsets
    BUILDER_CONFIGS = [
        BasicSkillsConfig(name="arithmetic", builder_hash="arithmetic_v1_0"),
        BasicSkillsConfig(name="coding", builder_hash="coding_v1_0"),
        BasicSkillsConfig(name="common_knowledge", builder_hash="common_knowledge_v1_0"),
        BasicSkillsConfig(name="logical_reasoning", builder_hash="logical_reasoning_v1_0"),
        BasicSkillsConfig(name="pattern", builder_hash="pattern_v1_0"),
        BasicSkillsConfig(name="string_operations", builder_hash="string_operations_v1_0")
    ]

    def _info(self):
        return datasets.DatasetInfo(
            description="Basic skills dataset"
        )

    def _split_generators(self, dl_manager):
        repo = "https://huggingface.co/datasets/allenai/basic-skills/resolve/main/"
        file = "validation.json"
        url = repo + self.config.name + "/" + file
        return [
            datasets.SplitGenerator(
                name=datasets.Split.VALIDATION,
                gen_kwargs={"filepath": url}
            )
        ]

    def _generate_examples(self, filepath):
        with open(filepath, "r", encoding="utf-8") as f:
            data = json.load(f)
            for idx, row in enumerate(data):
                yield idx, row