add use layout or not option (#145)

* add use layout or not option

* trival
This commit is contained in:
KevinHuSh
2024-03-22 19:21:09 +08:00
committed by GitHub
parent 2f4c71b4b4
commit f6aee7f230
18 changed files with 238 additions and 140 deletions

View File

@@ -12,8 +12,9 @@
#
import copy
import re
from deepdoc.parser.pdf_parser import PlainParser
from rag.app import laws
from rag.nlp import huqie, is_english, tokenize, naive_merge, tokenize_table, add_positions
from rag.nlp import huqie, is_english, tokenize, naive_merge, tokenize_table, add_positions, tokenize_chunks
from deepdoc.parser import PdfParser, ExcelParser
from rag.settings import cron_logger
@@ -56,6 +57,7 @@ def chunk(filename, binary=None, from_page=0, to_page=100000, lang="Chinese", ca
"""
eng = lang.lower() == "english"#is_english(cks)
parser_config = kwargs.get("parser_config", {"chunk_token_num": 128, "delimiter": "\n!?。;!?", "layout_recognize": True})
doc = {
"docnm_kwd": filename,
"title_tks": huqie.qie(re.sub(r"\.[a-zA-Z]+$", "", filename))
@@ -69,15 +71,18 @@ def chunk(filename, binary=None, from_page=0, to_page=100000, lang="Chinese", ca
for txt in laws.Docx()(filename, binary):
sections.append((txt, ""))
callback(0.8, "Finish parsing.")
elif re.search(r"\.pdf$", filename, re.IGNORECASE):
pdf_parser = Pdf()
pdf_parser = Pdf() if parser_config["layout_recognize"] else PlainParser()
sections, tbls = pdf_parser(filename if not binary else binary,
from_page=from_page, to_page=to_page, callback=callback)
res = tokenize_table(tbls, doc, eng)
elif re.search(r"\.xlsx?$", filename, re.IGNORECASE):
callback(0.1, "Start to parse.")
excel_parser = ExcelParser()
sections = [(excel_parser.html(binary), "")]
elif re.search(r"\.txt$", filename, re.IGNORECASE):
callback(0.1, "Start to parse.")
txt = ""
@@ -92,26 +97,13 @@ def chunk(filename, binary=None, from_page=0, to_page=100000, lang="Chinese", ca
sections = txt.split("\n")
sections = [(l, "") for l in sections if l]
callback(0.8, "Finish parsing.")
else:
raise NotImplementedError("file type not supported yet(docx, pdf, txt supported)")
parser_config = kwargs.get("parser_config", {"chunk_token_num": 128, "delimiter": "\n!?。;!?"})
cks = naive_merge(sections, parser_config.get("chunk_token_num", 128), parser_config.get("delimiter", "\n!?。;!?"))
chunks = naive_merge(sections, parser_config.get("chunk_token_num", 128), parser_config.get("delimiter", "\n!?。;!?"))
# wrap up to es documents
for ck in cks:
if len(ck.strip()) == 0:continue
print("--", ck)
d = copy.deepcopy(doc)
if pdf_parser:
try:
d["image"], poss = pdf_parser.crop(ck, need_position=True)
except Exception as e:
continue
add_positions(d, poss)
ck = pdf_parser.remove_tag(ck)
tokenize(d, ck, eng)
res.append(d)
res.extend(tokenize_chunks(chunks, doc, eng, pdf_parser))
return res