import pandas as pd import os import fsspec import requests def load_github_metadata(download_dir: str = "~/.objaverse") -> pd.DataFrame: """Loads the GitHub 3D object metadata as a Pandas DataFrame. Args: download_dir (str, optional): Directory to download the parquet metadata file. Supports all file systems supported by fsspec. Defaults to "~/.objaverse". Returns: pd.DataFrame: GitHub 3D object metadata as a Pandas DataFrame with columns for the object "githubUrl", "license", and "sha256". """ filename = os.path.join(download_dir, "github", "github-urls.parquet") fs, path = fsspec.core.url_to_fs(filename) fs.makedirs(os.path.dirname(path), exist_ok=True) # download the parquet file if it doesn't exist if not fs.exists(path): url = "https://huggingface.co/datasets/allenai/objaverse-xl/resolve/main/github/github-urls.parquet" response = requests.get(url) response.raise_for_status() with fs.open(path, "wb") as file: file.write(response.content) # load the parquet file with fsspec with fs.open(path) as f: df = pd.read_parquet(f) return df