Frontier-CS.py

"""Frontier-CS: Evolving Challenges for Evolving Intelligence"""

import os
import datasets

_DESCRIPTION = """
Frontier-CS is an unsolved, open-ended, verifiable, and diverse benchmark
for evaluating AI on challenging computer science problems.
"""

_HOMEPAGE = "https://frontier-cs.org"
_LICENSE = "Apache-2.0"

class FrontierCSConfig(datasets.BuilderConfig):
    def __init__(self, **kwargs):
        super().__init__(**kwargs)

class FrontierCS(datasets.GeneratorBasedBuilder):
    VERSION = datasets.Version("1.0.0")

    BUILDER_CONFIGS = [
        FrontierCSConfig(name="algorithmic", description="118 algorithmic problems"),
        FrontierCSConfig(name="research", description="63 research problems"),
        FrontierCSConfig(name="all", description="All problems"),
    ]

    DEFAULT_CONFIG_NAME = "all"

    def _info(self):
        return datasets.DatasetInfo(
            description=_DESCRIPTION,
            features=datasets.Features({
                "problem_id": datasets.Value("string"),
                "category": datasets.Value("string"),
                "statement": datasets.Value("string"),
                "config": datasets.Value("string"),
            }),
            homepage=_HOMEPAGE,
            license=_LICENSE,
        )

    def _split_generators(self, dl_manager):
        return [
            datasets.SplitGenerator(
                name=datasets.Split.TEST,
                gen_kwargs={"config_name": self.config.name},
            ),
        ]

    def _generate_examples(self, config_name):
        base_path = os.path.dirname(os.path.abspath(__file__))
        idx = 0

        # Algorithmic problems
        if config_name in ["algorithmic", "all"]:
            algo_path = os.path.join(base_path, "algorithmic", "problems")
            if os.path.exists(algo_path):
                for problem_id in sorted(os.listdir(algo_path)):
                    problem_dir = os.path.join(algo_path, problem_id)
                    if not os.path.isdir(problem_dir):
                        continue

                    statement = ""
                    config = ""

                    statement_file = os.path.join(problem_dir, "statement.txt")
                    if os.path.exists(statement_file):
                        with open(statement_file, "r", encoding="utf-8") as f:
                            statement = f.read()

                    config_file = os.path.join(problem_dir, "config.yaml")
                    if os.path.exists(config_file):
                        with open(config_file, "r", encoding="utf-8") as f:
                            config = f.read()

                    yield idx, {
                        "problem_id": problem_id,
                        "category": "algorithmic",
                        "statement": statement,
                        "config": config,
                    }
                    idx += 1

        # Research problems
        if config_name in ["research", "all"]:
            research_path = os.path.join(base_path, "research", "problems")
            if os.path.exists(research_path):
                for category in sorted(os.listdir(research_path)):
                    category_dir = os.path.join(research_path, category)
                    if not os.path.isdir(category_dir):
                        continue

                    # Check if this is a problem dir or a parent dir
                    readme_file = os.path.join(category_dir, "readme")
                    config_file = os.path.join(category_dir, "config.yaml")

                    if os.path.exists(readme_file) or os.path.exists(config_file):
                        # This is a problem directory
                        statement = ""
                        config = ""

                        if os.path.exists(readme_file):
                            with open(readme_file, "r", encoding="utf-8") as f:
                                statement = f.read()

                        if os.path.exists(config_file):
                            with open(config_file, "r", encoding="utf-8") as f:
                                config = f.read()

                        yield idx, {
                            "problem_id": category,
                            "category": "research",
                            "statement": statement,
                            "config": config,
                        }
                        idx += 1
                    else:
                        # Check subdirectories
                        for subproblem in sorted(os.listdir(category_dir)):
                            subproblem_dir = os.path.join(category_dir, subproblem)
                            if not os.path.isdir(subproblem_dir):
                                continue

                            readme_file = os.path.join(subproblem_dir, "readme")
                            config_file = os.path.join(subproblem_dir, "config.yaml")

                            statement = ""
                            config = ""

                            if os.path.exists(readme_file):
                                with open(readme_file, "r", encoding="utf-8") as f:
                                    statement = f.read()

                            if os.path.exists(config_file):
                                with open(config_file, "r", encoding="utf-8") as f:
                                    config = f.read()

                            if statement or config:
                                yield idx, {
                                    "problem_id": f"{category}/{subproblem}",
                                    "category": "research",
                                    "statement": statement,
                                    "config": config,
                                }
                                idx += 1