PaperShow / Paper2Poster /docling /backend /asciidoc_backend.py
ZaynZhu
Clean version without large assets
7c08dc3
raw
history blame
14.1 kB
import logging
import re
from io import BytesIO
from pathlib import Path
from typing import Set, Union
from docling_core.types.doc import (
DocItemLabel,
DoclingDocument,
DocumentOrigin,
GroupItem,
GroupLabel,
ImageRef,
Size,
TableCell,
TableData,
)
from docling.backend.abstract_backend import DeclarativeDocumentBackend
from docling.datamodel.base_models import InputFormat
from docling.datamodel.document import InputDocument
_log = logging.getLogger(__name__)
class AsciiDocBackend(DeclarativeDocumentBackend):
def __init__(self, in_doc: InputDocument, path_or_stream: Union[BytesIO, Path]):
super().__init__(in_doc, path_or_stream)
self.path_or_stream = path_or_stream
try:
if isinstance(self.path_or_stream, BytesIO):
text_stream = self.path_or_stream.getvalue().decode("utf-8")
self.lines = text_stream.split("\n")
if isinstance(self.path_or_stream, Path):
with open(self.path_or_stream, "r", encoding="utf-8") as f:
self.lines = f.readlines()
self.valid = True
except Exception as e:
raise RuntimeError(
f"Could not initialize AsciiDoc backend for file with hash {self.document_hash}."
) from e
return
def is_valid(self) -> bool:
return self.valid
@classmethod
def supports_pagination(cls) -> bool:
return False
def unload(self):
return
@classmethod
def supported_formats(cls) -> Set[InputFormat]:
return {InputFormat.ASCIIDOC}
def convert(self) -> DoclingDocument:
"""
Parses the ASCII into a structured document model.
"""
origin = DocumentOrigin(
filename=self.file.name or "file",
mimetype="text/asciidoc",
binary_hash=self.document_hash,
)
doc = DoclingDocument(name=self.file.stem or "file", origin=origin)
doc = self._parse(doc)
return doc
def _parse(self, doc: DoclingDocument):
"""
Main function that orchestrates the parsing by yielding components:
title, section headers, text, lists, and tables.
"""
content = ""
in_list = False
in_table = False
text_data: list[str] = []
table_data: list[str] = []
caption_data: list[str] = []
# parents: dict[int, Union[DocItem, GroupItem, None]] = {}
parents: dict[int, Union[GroupItem, None]] = {}
# indents: dict[int, Union[DocItem, GroupItem, None]] = {}
indents: dict[int, Union[GroupItem, None]] = {}
for i in range(0, 10):
parents[i] = None
indents[i] = None
for line in self.lines:
# line = line.strip()
# Title
if self._is_title(line):
item = self._parse_title(line)
level = item["level"]
parents[level] = doc.add_text(
text=item["text"], label=DocItemLabel.TITLE
)
# Section headers
elif self._is_section_header(line):
item = self._parse_section_header(line)
level = item["level"]
parents[level] = doc.add_heading(
text=item["text"], level=item["level"], parent=parents[level - 1]
)
for k, v in parents.items():
if k > level:
parents[k] = None
# Lists
elif self._is_list_item(line):
_log.debug(f"line: {line}")
item = self._parse_list_item(line)
_log.debug(f"parsed list-item: {item}")
level = self._get_current_level(parents)
if not in_list:
in_list = True
parents[level + 1] = doc.add_group(
parent=parents[level], name="list", label=GroupLabel.LIST
)
indents[level + 1] = item["indent"]
elif in_list and item["indent"] > indents[level]:
parents[level + 1] = doc.add_group(
parent=parents[level], name="list", label=GroupLabel.LIST
)
indents[level + 1] = item["indent"]
elif in_list and item["indent"] < indents[level]:
# print(item["indent"], " => ", indents[level])
while item["indent"] < indents[level]:
# print(item["indent"], " => ", indents[level])
parents[level] = None
indents[level] = None
level -= 1
doc.add_list_item(
item["text"], parent=self._get_current_parent(parents)
)
elif in_list and not self._is_list_item(line):
in_list = False
level = self._get_current_level(parents)
parents[level] = None
# Tables
elif line.strip() == "|===" and not in_table: # start of table
in_table = True
elif self._is_table_line(line): # within a table
in_table = True
table_data.append(self._parse_table_line(line))
elif in_table and (
(not self._is_table_line(line)) or line.strip() == "|==="
): # end of table
caption = None
if len(caption_data) > 0:
caption = doc.add_text(
text=" ".join(caption_data), label=DocItemLabel.CAPTION
)
caption_data = []
data = self._populate_table_as_grid(table_data)
doc.add_table(
data=data, parent=self._get_current_parent(parents), caption=caption
)
in_table = False
table_data = []
# Picture
elif self._is_picture(line):
caption = None
if len(caption_data) > 0:
caption = doc.add_text(
text=" ".join(caption_data), label=DocItemLabel.CAPTION
)
caption_data = []
item = self._parse_picture(line)
size = None
if "width" in item and "height" in item:
size = Size(width=int(item["width"]), height=int(item["height"]))
uri = None
if (
"uri" in item
and not item["uri"].startswith("http")
and item["uri"].startswith("//")
):
uri = "file:" + item["uri"]
elif (
"uri" in item
and not item["uri"].startswith("http")
and item["uri"].startswith("/")
):
uri = "file:/" + item["uri"]
elif "uri" in item and not item["uri"].startswith("http"):
uri = "file://" + item["uri"]
image = ImageRef(mimetype="image/png", size=size, dpi=70, uri=uri)
doc.add_picture(image=image, caption=caption)
# Caption
elif self._is_caption(line) and len(caption_data) == 0:
item = self._parse_caption(line)
caption_data.append(item["text"])
elif (
len(line.strip()) > 0 and len(caption_data) > 0
): # allow multiline captions
item = self._parse_text(line)
caption_data.append(item["text"])
# Plain text
elif len(line.strip()) == 0 and len(text_data) > 0:
doc.add_text(
text=" ".join(text_data),
label=DocItemLabel.PARAGRAPH,
parent=self._get_current_parent(parents),
)
text_data = []
elif len(line.strip()) > 0: # allow multiline texts
item = self._parse_text(line)
text_data.append(item["text"])
if len(text_data) > 0:
doc.add_text(
text=" ".join(text_data),
label=DocItemLabel.PARAGRAPH,
parent=self._get_current_parent(parents),
)
text_data = []
if in_table and len(table_data) > 0:
data = self._populate_table_as_grid(table_data)
doc.add_table(data=data, parent=self._get_current_parent(parents))
in_table = False
table_data = []
return doc
def _get_current_level(self, parents):
for k, v in parents.items():
if v == None and k > 0:
return k - 1
return 0
def _get_current_parent(self, parents):
for k, v in parents.items():
if v == None and k > 0:
return parents[k - 1]
return None
# ========= Title
def _is_title(self, line):
return re.match(r"^= ", line)
def _parse_title(self, line):
return {"type": "title", "text": line[2:].strip(), "level": 0}
# ========= Section headers
def _is_section_header(self, line):
return re.match(r"^==+", line)
def _parse_section_header(self, line):
match = re.match(r"^(=+)\s+(.*)", line)
marker = match.group(1) # The list marker (e.g., "*", "-", "1.")
text = match.group(2) # The actual text of the list item
header_level = marker.count("=") # number of '=' represents level
return {
"type": "header",
"level": header_level - 1,
"text": text.strip(),
}
# ========= Lists
def _is_list_item(self, line):
return re.match(r"^(\s)*(\*|-|\d+\.|\w+\.) ", line)
def _parse_list_item(self, line):
"""Extract the item marker (number or bullet symbol) and the text of the item."""
match = re.match(r"^(\s*)(\*|-|\d+\.)\s+(.*)", line)
if match:
indent = match.group(1)
marker = match.group(2) # The list marker (e.g., "*", "-", "1.")
text = match.group(3) # The actual text of the list item
if marker == "*" or marker == "-":
return {
"type": "list_item",
"marker": marker,
"text": text.strip(),
"numbered": False,
"indent": 0 if indent == None else len(indent),
}
else:
return {
"type": "list_item",
"marker": marker,
"text": text.strip(),
"numbered": True,
"indent": 0 if indent == None else len(indent),
}
else:
# Fallback if no match
return {
"type": "list_item",
"marker": "-",
"text": line,
"numbered": False,
"indent": 0,
}
# ========= Tables
def _is_table_line(self, line):
return re.match(r"^\|.*\|", line)
def _parse_table_line(self, line):
# Split table cells and trim extra spaces
return [cell.strip() for cell in line.split("|") if cell.strip()]
def _populate_table_as_grid(self, table_data):
num_rows = len(table_data)
# Adjust the table data into a grid format
num_cols = max(len(row) for row in table_data)
data = TableData(num_rows=num_rows, num_cols=num_cols, table_cells=[])
for row_idx, row in enumerate(table_data):
# Pad rows with empty strings to match column count
# grid.append(row + [''] * (max_cols - len(row)))
for col_idx, text in enumerate(row):
row_span = 1
col_span = 1
cell = TableCell(
text=text,
row_span=row_span,
col_span=col_span,
start_row_offset_idx=row_idx,
end_row_offset_idx=row_idx + row_span,
start_col_offset_idx=col_idx,
end_col_offset_idx=col_idx + col_span,
col_header=False,
row_header=False,
)
data.table_cells.append(cell)
return data
# ========= Pictures
def _is_picture(self, line):
return re.match(r"^image::", line)
def _parse_picture(self, line):
"""
Parse an image macro, extracting its path and attributes.
Syntax: image::path/to/image.png[Alt Text, width=200, height=150, align=center]
"""
mtch = re.match(r"^image::(.+)\[(.*)\]$", line)
if mtch:
picture_path = mtch.group(1).strip()
attributes = mtch.group(2).split(",")
picture_info = {"type": "picture", "uri": picture_path}
# Extract optional attributes (alt text, width, height, alignment)
if attributes:
picture_info["alt"] = attributes[0].strip() if attributes[0] else ""
for attr in attributes[1:]:
key, value = attr.split("=")
picture_info[key.strip()] = value.strip()
return picture_info
return {"type": "picture", "uri": line}
# ========= Captions
def _is_caption(self, line):
return re.match(r"^\.(.+)", line)
def _parse_caption(self, line):
mtch = re.match(r"^\.(.+)", line)
if mtch:
text = mtch.group(1)
return {"type": "caption", "text": text}
return {"type": "caption", "text": ""}
# ========= Plain text
def _parse_text(self, line):
return {"type": "text", "text": line.strip()}