from abc import ABC, abstractmethod import pandas as pd from typing import Optional, Callable class ObjaverseSource(ABC): @abstractmethod def load_annotations(self, download_dir: str = "~/.objaverse") -> pd.DataFrame: pass @abstractmethod def download_objects( self, objects: pd.DataFrame, download_dir: str = "~/.objaverse", processes: Optional[int] = None, handle_found_object: Optional[Callable] = None, handle_modified_object: Optional[Callable] = None, handle_missing_object: Optional[Callable] = None, **kwargs ) -> None: """Downloads all objects from the source. Args: objects (pd.DataFrmae): Objects to download. Must have columns for the object "fileIdentifier" and "sha256". Use the `load_annotations` function to get the metadata. processes (Optional[int], optional): Number of processes to use for downloading. If None, will use the number of CPUs on the machine. Defaults to None. download_dir (str, optional): Directory to download the objects to. Supports all file systems supported by fsspec. Defaults to "~/.objaverse". save_repo_format (Optional[Literal["zip", "tar", "tar.gz", "files"]], optional): Format to save the repository. If None, the repository will not be saved. If "files" is specified, each file will be saved individually. Otherwise, the repository can be saved as a "zip", "tar", or "tar.gz" file. Defaults to None. handle_found_object (Optional[Callable], optional): Called when an object is successfully found and downloaded. Here, the object has the same sha256 as the one that was downloaded with Objaverse-XL. If None, the object will be downloaded, but nothing will be done with it. Args for the function include: - local_path (str): Local path to the downloaded 3D object. - file_identifier (str): File identifier of the 3D object. - sha256 (str): SHA256 of the contents of the 3D object. - metadata (Dict[Hashable, Any]): Metadata about the 3D object, including the GitHub organization and repo names. Return is not used. Defaults to None. handle_modified_object (Optional[Callable], optional): Called when a modified object is found and downloaded. Here, the object is successfully downloaded, but it has a different sha256 than the one that was downloaded with Objaverse-XL. This is not expected to happen very often, because the same commit hash is used for each repo. If None, the object will be downloaded, but nothing will be done with it. Args for the function include: - local_path (str): Local path to the downloaded 3D object. - file_identifier (str): File identifier of the 3D object. - new_sha256 (str): SHA256 of the contents of the newly downloaded 3D object. - old_sha256 (str): Expected SHA256 of the contents of the 3D object as it was when it was downloaded with Objaverse-XL. - metadata (Dict[Hashable, Any]): Metadata about the 3D object, which is particular to the souce. Return is not used. Defaults to None. handle_missing_object (Optional[Callable], optional): Called when an object that is in Objaverse-XL is not found. Here, it is likely that the repository was deleted or renamed. If None, nothing will be done with the missing object. Args for the function include: - file_identifier (str): File identifier of the 3D object. - sha256 (str): SHA256 of the contents of the original 3D object. - metadata (Dict[Hashable, Any]): Metadata about the 3D object, which is particular to the source. Return is not used. Defaults to None. Returns: List[Dict[str, str]]: List of dictionaries with the keys "fileIdentifier" and "sha256" for each downloaded object. """ pass