# SPDX-FileCopyrightText: 2022-present deepset GmbH # # SPDX-License-Identifier: Apache-2.0 import io from pathlib import Path from typing import Any, Dict, List, Optional, Union from haystack import Document, component, logging from haystack.components.converters.utils import get_bytestream_from_source, normalize_metadata from haystack.dataclasses import ByteStream from haystack.lazy_imports import LazyImport with LazyImport("Run 'pip install python-pptx'") as pptx_import: from pptx import Presentation logger = logging.getLogger(__name__) @component class PPTXToDocument: """ Converts PPTX files to Documents. Usage example: ```python from haystack.components.converters.pptx import PPTXToDocument converter = PPTXToDocument() results = converter.run(sources=["sample.pptx"], meta={"date_added": datetime.now().isoformat()}) documents = results["documents"] print(documents[0].content) # 'This is the text from the PPTX file.' ``` """ def __init__(self): """ Create an PPTXToDocument component. """ pptx_import.check() def _convert(self, file_content: io.BytesIO) -> str: """ Converts the PPTX file to text. """ pptx_presentation = Presentation(file_content) text_all_slides = [] for slide in pptx_presentation.slides: text_on_slide = [] for shape in slide.shapes: if hasattr(shape, "text"): text_on_slide.append(shape.text) text_all_slides.append("\n".join(text_on_slide)) text = "\f".join(text_all_slides) return text @component.output_types(documents=List[Document]) def run( self, sources: List[Union[str, Path, ByteStream]], meta: Optional[Union[Dict[str, Any], List[Dict[str, Any]]]] = None, ): """ Converts PPTX files to Documents. :param sources: List of file paths or ByteStream objects. :param meta: Optional metadata to attach to the Documents. This value can be either a list of dictionaries or a single dictionary. If it's a single dictionary, its content is added to the metadata of all produced Documents. If it's a list, the length of the list must match the number of sources, because the two lists will be zipped. If `sources` contains ByteStream objects, their `meta` will be added to the output Documents. :returns: A dictionary with the following keys: - `documents`: Created Documents """ documents = [] meta_list = normalize_metadata(meta, sources_count=len(sources)) for source, metadata in zip(sources, meta_list): try: bytestream = get_bytestream_from_source(source) except Exception as e: logger.warning("Could not read {source}. Skipping it. Error: {error}", source=source, error=e) continue try: text = self._convert(io.BytesIO(bytestream.data)) except Exception as e: logger.warning( "Could not read {source} and convert it to Document, skipping. {error}", source=source, error=e ) continue merged_metadata = {**bytestream.meta, **metadata} documents.append(Document(content=text, meta=merged_metadata)) return {"documents": documents}