_hf_explorer.py

import fnmatch
import gradio as gr
import posixpath
from gradio.components import Timer
from gradio.components.base import Component, server
from gradio.data_classes import GradioRootModel
from gradio_client.documentation import document
from huggingface_hub import HfFileSystem
from typing import Any, Callable, List, Literal, Sequence


class FileExplorerData(GradioRootModel):
    # The outer list is the list of files selected, and the inner list
    # is the path to the file as a list, split by the posixpath.sep.
    root: List[List[str]]


# Hijack Gradio FileExplorer class for file browser functionality
@document()
class FileExplorer(Component):
    """
    Creates a file explorer component that allows users to browse files on Huggingface. As an input component,
    it also allows users to select files to be used as input to a function, while as an output component, it displays selected files.
    """

    EVENTS = ["change"]
    data_model = FileExplorerData

    def __init__(
        self,
        glob: str = "**/*",
        *,
        value: str | list[str] | Callable | None = None,
        file_count: Literal["single", "multiple"] = "multiple",
        root_dir: str = None,
        branch: str = "main",
        token: str | None = None,
        ignore_glob: str | None = None,
        label: str | None = None,
        every: Timer | float | None = None,
        inputs: Component | Sequence[Component] | set[Component] | None = None,
        show_label: bool | None = None,
        container: bool = True,
        scale: int | None = None,
        min_width: int = 160,
        height: int | float | str | None = None,
        interactive: bool | None = None,
        visible: bool = True,
        elem_id: str | None = None,
        elem_classes: list[str] | str | None = None,
        render: bool = True,
        key: int | str | None = None,
    ):
        """
        Parameters:
            glob: The glob-style pattern used to select which files to display, e.g. "*" to match all files, "*.png" to match all .png files, "**/*.txt" to match any .txt file in any subdirectory, etc. The default value matches all files and folders recursively. See the Python glob documentation at https://docs.python.org/3/library/glob.html for more information.
            value: The file (or list of files, depending on the `file_count` parameter) to show as "selected" when the component is first loaded. If a callable is provided, it will be called when the app loads to set the initial value of the component. If not provided, no files are shown as selected.
            file_count: Whether to allow single or multiple files to be selected. If "single", the component will return a single absolute file path as a string. If "multiple", the component will return a list of absolute file paths as a list of strings.
            root_dir: Path to root directory to select files from. If not provided, defaults to current working directory.
            branch: Branch name to browse.
            token: Huggingface token.
            ignore_glob: The glob-style, case-sensitive pattern that will be used to exclude files from the list. For example, "*.py" will exclude all .py files from the list. See the Python glob documentation at https://docs.python.org/3/library/glob.html for more information.
            label: The label for this component. Appears above the component and is also used as the header if there are a table of examples for this component. If None and used in a `gr.Interface`, the label will be the name of the parameter this component is assigned to.
            every: Continously calls `value` to recalculate it if `value` is a function (has no effect otherwise). Can provide a Timer whose tick resets `value`, or a float that provides the regular interval for the reset Timer.
            inputs: Components that are used as inputs to calculate `value` if `value` is a function (has no effect otherwise). `value` is recalculated any time the inputs change.
            show_label: if True, will display label.
            container: If True, will place the component in a container - providing some extra padding around the border.
            scale: relative size compared to adjacent Components. For example if Components A and B are in a Row, and A has scale=2, and B has scale=1, A will be twice as wide as B. Should be an integer. scale applies in Rows, and to top-level Components in Blocks where fill_height=True.
            min_width: minimum pixel width, will wrap if not sufficient screen space to satisfy this value. If a certain scale value results in this Component being narrower than min_width, the min_width parameter will be respected first.
            height: The maximum height of the file component, specified in pixels if a number is passed, or in CSS units if a string is passed. If more files are uploaded than can fit in the height, a scrollbar will appear.
            interactive: if True, will allow users to select file(s); if False, will only display files. If not provided, this is inferred based on whether the component is used as an input or output.
            visible: If False, component will be hidden.
            elem_id: An optional string that is assigned as the id of this component in the HTML DOM. Can be used for targeting CSS styles.
            elem_classes: An optional list of strings that are assigned as the classes of this component in the HTML DOM. Can be used for targeting CSS styles.
            render: If False, component will not render be rendered in the Blocks context. Should be used if the intention is to assign event listeners now but render the component later.
            key: if assigned, will be used to assume identity across a re-render. Components that have the same key across a re-render will have their value preserved.
        """
        self.root_dir = root_dir
        self.branch = branch
        self.fs = HfFileSystem(token = token)
        self.glob = glob
        self.ignore_glob = ignore_glob
        valid_file_count = ["single", "multiple"]
        if file_count not in valid_file_count:
            raise ValueError(
                f"Invalid value for parameter `file_count`: {file_count}. Please choose from one of: {valid_file_count}"
            )
        self.file_count = file_count
        self.height = height

        super().__init__(
            label=label,
            every=every,
            inputs=inputs,
            show_label=show_label,
            container=container,
            scale=scale,
            min_width=min_width,
            interactive=interactive,
            visible=visible,
            elem_id=elem_id,
            elem_classes=elem_classes,
            render=render,
            key=key,
            value=value,
        )

    def example_payload(self) -> Any:
        return [["gradio", "app.py"]]

    def example_value(self) -> Any:
        return posixpath.join(["gradio", "app.py"])

    def preprocess(self, payload: FileExplorerData | None) -> list[str] | str | None:
        """
        Parameters:
            payload: List of selected files as a FileExplorerData object.
        Returns:
            Passes the selected file or directory as a `str` path (relative to `root`) or `list[str}` depending on `file_count`
        """
        if payload is None:
            return None

        if self.file_count == "single":
            if len(payload.root) > 1:
                raise ValueError(
                    f"Expected only one file, but {len(payload.root)} were selected."
                )
            elif len(payload.root) == 0:
                return None
            else:
                return posixpath.normpath(posixpath.join(self.root_dir, *payload.root[0]))
        files = []
        for file in payload.root:
            file_ = posixpath.normpath(posixpath.join(self.root_dir, *file))
            files.append(file_)
        return files

    def _strip_root(self, path: str) -> str:
        if path.startswith(self.root_dir):
            return path[len(self.root_dir) + 1 :]
        return path

    def postprocess(self, value: str | list[str] | None) -> FileExplorerData | None:
        """
        Parameters:
            value: Expects function to return a `str` path to a file, or `list[str]` consisting of paths to files.
        Returns:
            A FileExplorerData object containing the selected files as a list of strings.
        """
        if value is None:
            return None

        files = [value] if isinstance(value, str) else value
        root = []
        for file in files:
            root.append(self._strip_root(file).split(posixpath.sep))

        return FileExplorerData(root=root)

    @server
    def ls(self, subdirectory: list[str] | None = None) -> list[dict[str, str]] | None:
        """
        Returns:
            a list of dictionaries, where each dictionary represents a file or subdirectory in the given subdirectory
        """
        if not self.root_dir:
            return []

        full_subdir_path = self._safe_join(subdirectory or [])

        try:
            # subdir_items = sorted(fs.ls(full_subdir_path, detail=True), key=lambda x: x.get('name'))
            subdir_items = self.fs.ls(full_subdir_path, revision=self.branch, detail=True)
        except Exception as e:
            raise gr.Error(e)

        files, folders = [], []
        for item in subdir_items:
            full_path = item.get('name')
            item_name = posixpath.basename(full_path)
            is_file = item.get('type') != 'directory'
            valid_by_glob = fnmatch.fnmatch(full_path, self.glob)
            if is_file and not valid_by_glob:
                continue
            if self.ignore_glob and fnmatch.fnmatch(full_path, self.ignore_glob):
                continue
            target = files if is_file else folders
            target.append(
                {
                    "name": item_name,
                    "type": "file" if is_file else "folder",
                    "valid": valid_by_glob,
                }
            )

        return folders + files

    def _safe_join(self, folders: list[str]) -> str:
        return posixpath.join(self.root_dir, *folders) if folders else self.root_dir