from typing import Optional from litellm.types.llms.openai import CreateFileRequest from litellm.types.utils import ExtractedFileData class FilesAPIUtils: """ Utils for files API interface on litellm """ @staticmethod def is_batch_jsonl_file( create_file_data: CreateFileRequest, extracted_file_data: ExtractedFileData ) -> bool: """ Check if the file is a batch jsonl file """ return ( create_file_data.get("purpose") == "batch" and FilesAPIUtils.valid_content_type( extracted_file_data.get("content_type") ) and extracted_file_data.get("content") is not None ) @staticmethod def valid_content_type(content_type: Optional[str]) -> bool: """ Check if the content type is valid """ return content_type in set(["application/jsonl", "application/octet-stream"])