From 5986213cfe935b74a9ded333ba4c96b95df11f8b Mon Sep 17 00:00:00 2001 From: Maksym Lysak Date: Thu, 17 Oct 2024 16:40:18 +0200 Subject: [PATCH] Drafting Markdown backend via Marko library Signed-off-by: Maksym Lysak --- docling/backend/md_backend.py | 175 +++++ docling/datamodel/base_models.py | 3 + docling/document_converter.py | 9 + docs/examples/run_with_formats.py | 1 + poetry.lock | 1134 +++++++++++++++++------------ pyproject.toml | 1 + 6 files changed, 840 insertions(+), 483 deletions(-) create mode 100644 docling/backend/md_backend.py diff --git a/docling/backend/md_backend.py b/docling/backend/md_backend.py new file mode 100644 index 00000000..a4b67aa9 --- /dev/null +++ b/docling/backend/md_backend.py @@ -0,0 +1,175 @@ +import logging +from io import BytesIO +from pathlib import Path +from typing import Set, Union + +from docling_core.types.doc import ( + BoundingBox, + CoordOrigin, + DocItemLabel, + DoclingDocument, + DocumentOrigin, + GroupLabel, + ProvenanceItem, + Size, + TableCell, + TableData, +) + +from docling.backend.abstract_backend import ( + DeclarativeDocumentBackend, + PaginatedDocumentBackend, +) +from docling.datamodel.base_models import InputFormat +from docling.datamodel.document import InputDocument + +import marko +from marko.block import Heading, List, ListItem, Paragraph, BlockQuote, FencedCode, Table, TableRow, TableCell +from marko.inline import Image, Link, Emphasis, Strong + +_log = logging.getLogger(__name__) + + +class MarkdownToDoclingRenderer(marko.Renderer): + """ + # This is text analog of object based methods... + def render_heading(self, element: Heading): + return f"{'#' * element.level} {self.render_children(element)}\n\n" + + def render_list(self, element: List): + if element.ordered: + return ''.join(f"{i+1}. {self.render(child)}\n" for i, child in enumerate(element.children)) + else: + return ''.join(f"* {self.render(child)}\n" for child in element.children) + + def render_list_item(self, element: ListItem): + return self.render_children(element) + + def render_paragraph(self, element: Paragraph): + return f"{self.render_children(element)}\n\n" + + def render_image(self, element: Image): + return f"![{element.title}]({element.dest})\n\n" + + def render_table(self, element: Table): + rows = [self.render(child) for child in element.children] + return '\n'.join(rows) + '\n' + + def render_table_row(self, element: TableRow): + cells = ' | '.join(self.render(cell) for cell in element.children) + return f"| {cells} |" + + def render_table_cell(self, element: TableCell): + return self.render_children(element) + """ + def render_heading(self, element: Heading): + return { + "type": "heading", + "level": element.level, + "content": self.render_children(element), + } + + def render_paragraph(self, element: Paragraph): + return { + "type": "paragraph", + "content": self.render_children(element), + } + + def render_list(self, element: List): + return { + "type": "list", + "ordered": element.ordered, + "items": [self.render(child) for child in element.children] + } + + def render_list_item(self, element: ListItem): + return { + "type": "list_item", + "content": self.render_children(element), + } + + def render_image(self, element: Image): + return { + "type": "image", + "alt": element.title, + "url": element.dest, + } + + def render_table(self, element: Table): + return { + "type": "table", + "rows": [self.render(row) for row in element.children] + } + + def render_table_row(self, element: TableRow): + return { + "type": "table_row", + "cells": [self.render(cell) for cell in element.children] + } + + def render_table_cell(self, element: TableCell): + return { + "type": "table_cell", + "content": self.render_children(element) + } + + def render(self, element): + if isinstance(element, str): + return element + return super().render(element) + +class MarkdownDocumentBackend(DeclarativeDocumentBackend, PaginatedDocumentBackend): + def __init__(self, in_doc: "InputDocument", path_or_stream: Union[BytesIO, Path]): + super().__init__(in_doc, path_or_stream) + # Markdown file: + self.path_or_stream = path_or_stream + + self.valid = False + + try: + if isinstance(self.path_or_stream, BytesIO): + text_stream = self.path_or_stream.getvalue().decode("utf-8") + self.markdown = text_stream + if isinstance(self.path_or_stream, Path): + with open(self.path_or_stream, "r", encoding="utf-8") as f: + md_content = f.read() + self.markdown = md_content + except Exception as e: + raise RuntimeError( + f"Could not initialize MD backend for file with hash {self.document_hash}." + ) from e + return + + def page_count(self) -> int: + return 0 + + def is_valid(self) -> bool: + return self.valid + + @classmethod + def supports_pagination(cls) -> bool: + return False + + def unload(self): + if isinstance(self.path_or_stream, BytesIO): + self.path_or_stream.close() + self.path_or_stream = None + + @classmethod + def supported_formats(cls) -> Set[InputFormat]: + return {InputFormat.MD} + + def convert(self) -> DoclingDocument: + # Parse and render + parser = marko.Markdown(renderer=MarkdownToDoclingRenderer) + parsed_object = parser.parse(markdown_text) + # Render the parsed Markdown into a structured object + markdown_object = parser.render(parsed_object) + + print(marko_doc) + # doc = self.walk(self.soup.body, doc) + else: + raise RuntimeError( + f"Cannot convert md with {self.document_hash} because the backend failed to init." + ) + return doc \ No newline at end of file diff --git a/docling/datamodel/base_models.py b/docling/datamodel/base_models.py index 9c8f14c8..d4120a78 100644 --- a/docling/datamodel/base_models.py +++ b/docling/datamodel/base_models.py @@ -30,6 +30,7 @@ class InputFormat(str, Enum): HTML = "html" IMAGE = "image" PDF = "pdf" + MD = "md" class OutputFormat(str, Enum): @@ -43,6 +44,7 @@ FormatToExtensions: Dict[InputFormat, List[str]] = { InputFormat.DOCX: ["docx", "dotx", "docm", "dotm"], InputFormat.PPTX: ["pptx", "potx", "ppsx", "pptm", "potm", "ppsm"], InputFormat.PDF: ["pdf"], + InputFormat.MD: ["md"], InputFormat.HTML: ["html", "htm", "xhtml"], InputFormat.IMAGE: ["jpg", "jpeg", "png", "tif", "tiff", "bmp"], } @@ -66,6 +68,7 @@ FormatToMimeType: Dict[InputFormat, Set[str]] = { "image/bmp", }, InputFormat.PDF: {"application/pdf"}, + InputFormat.MD: {"text/markdown", "text/x-markdown"}, } MimeTypeToFormat = { mime: fmt for fmt, mimes in FormatToMimeType.items() for mime in mimes diff --git a/docling/document_converter.py b/docling/document_converter.py index a44dc9ce..e3b62413 100644 --- a/docling/document_converter.py +++ b/docling/document_converter.py @@ -12,6 +12,7 @@ from docling.backend.docling_parse_backend import DoclingParseDocumentBackend from docling.backend.html_backend import HTMLDocumentBackend from docling.backend.mspowerpoint_backend import MsPowerpointDocumentBackend from docling.backend.msword_backend import MsWordDocumentBackend +from docling.backend.md_backend import MarkdownDocumentBackend from docling.datamodel.base_models import ConversionStatus, DocumentStream, InputFormat from docling.datamodel.document import ( ConversionResult, @@ -52,6 +53,11 @@ class PowerpointFormatOption(FormatOption): backend: Type[AbstractDocumentBackend] = MsPowerpointDocumentBackend +class MarkdownFormatOption(FormatOption): + pipeline_cls: Type = SimplePipeline + backend: Type[AbstractDocumentBackend] = MarkdownDocumentBackend + + class HTMLFormatOption(FormatOption): pipeline_cls: Type = SimplePipeline backend: Type[AbstractDocumentBackend] = HTMLDocumentBackend @@ -74,6 +80,9 @@ _format_to_default_options = { InputFormat.PPTX: FormatOption( pipeline_cls=SimplePipeline, backend=MsPowerpointDocumentBackend ), + InputFormat.MD: FormatOption( + pipeline_cls=SimplePipeline, backend=MarkdownDocumentBackend + ), InputFormat.HTML: FormatOption( pipeline_cls=SimplePipeline, backend=HTMLDocumentBackend ), diff --git a/docs/examples/run_with_formats.py b/docs/examples/run_with_formats.py index 758d7cc6..dc443c88 100644 --- a/docs/examples/run_with_formats.py +++ b/docs/examples/run_with_formats.py @@ -19,6 +19,7 @@ _log = logging.getLogger(__name__) def main(): input_paths = [ + Path("README.md"), Path("tests/data/wiki_duck.html"), Path("tests/data/word_sample.docx"), Path("tests/data/lorem_ipsum.docx"), diff --git a/poetry.lock b/poetry.lock index d5dee06b..a6967f65 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. 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