# SPDX-FileCopyrightText: 2022-present deepset GmbH # # SPDX-License-Identifier: Apache-2.0 from pathlib import Path from typing import Any, Dict, List, Optional, Union from haystack.dataclasses import ByteStream def get_bytestream_from_source(source: Union[str, Path, ByteStream]) -> ByteStream: """ Creates a ByteStream object from a source. :param source: A source to convert to a ByteStream. Can be a string (path to a file), a Path object, or a ByteStream. :return: A ByteStream object. """ if isinstance(source, ByteStream): return source if isinstance(source, (str, Path)): bs = ByteStream.from_file_path(Path(source)) bs.meta["file_path"] = str(source) return bs raise ValueError(f"Unsupported source type {type(source)}") def normalize_metadata( meta: Optional[Union[Dict[str, Any], List[Dict[str, Any]]]], sources_count: int ) -> List[Dict[str, Any]]: """ Normalize the metadata input for a converter. Given all the possible value of the meta input for a converter (None, dictionary or list of dicts), makes sure to return a list of dictionaries of the correct length for the converter to use. :param meta: the meta input of the converter, as-is :param sources_count: the number of sources the converter received :returns: a list of dictionaries of the make length as the sources list """ if meta is None: return [{}] * sources_count if isinstance(meta, dict): return [meta] * sources_count if isinstance(meta, list): if sources_count != len(meta): raise ValueError("The length of the metadata list must match the number of sources.") return meta raise ValueError("meta must be either None, a dictionary or a list of dictionaries.")