from __future__ import annotations from typing import TYPE_CHECKING try: from typing import Protocol except ImportError: from typing_extensions import Protocol # type: ignore if TYPE_CHECKING: from typing import BinaryIO class ArtifactBackend(Protocol): """A protocol defining the interface for an artifact backend. An artifact backend is responsible for managing the storage and retrieval of artifact data. The backend should provide methods for opening, writing and removing artifacts. """ def open(self, artifact_id: str) -> BinaryIO: """Open the artifact identified by the artifact_id. This method should return a binary file-like object in read mode, similar to ``open(..., mode="rb")``. If the artifact does not exist, an :exc:`~optuna_dashboard.artifact.exceptions.ArtifactNotFound` exception should be raised. Args: artifact_id: The identifier of the artifact to open. Returns: BinaryIO: A binary file-like object that can be read from. """ ... def write(self, artifact_id: str, content_body: BinaryIO) -> None: """Save the content to the backend. Args: artifact_id: The identifier of the artifact to write to. content_body: The content to write to the artifact. """ ... def remove(self, artifact_id: str) -> None: """Remove the artifact identified by the artifact_id. This method should delete the artifact from the backend. If the artifact does not exist, an :exc:`~optuna_dashboard.artifact.exceptions.ArtifactNotFound` exception may be raised. Args: artifact_id: The identifier of the artifact to remove. """ ...