add use layout or not option (#145)
* add use layout or not option * trival
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@@ -12,8 +12,9 @@
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#
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import copy
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import re
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from deepdoc.parser.pdf_parser import PlainParser
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from rag.app import laws
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from rag.nlp import huqie, is_english, tokenize, naive_merge, tokenize_table, add_positions
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from rag.nlp import huqie, is_english, tokenize, naive_merge, tokenize_table, add_positions, tokenize_chunks
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from deepdoc.parser import PdfParser, ExcelParser
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from rag.settings import cron_logger
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@@ -56,6 +57,7 @@ def chunk(filename, binary=None, from_page=0, to_page=100000, lang="Chinese", ca
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"""
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eng = lang.lower() == "english"#is_english(cks)
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parser_config = kwargs.get("parser_config", {"chunk_token_num": 128, "delimiter": "\n!?。;!?", "layout_recognize": True})
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doc = {
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"docnm_kwd": filename,
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"title_tks": huqie.qie(re.sub(r"\.[a-zA-Z]+$", "", filename))
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@@ -69,15 +71,18 @@ def chunk(filename, binary=None, from_page=0, to_page=100000, lang="Chinese", ca
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for txt in laws.Docx()(filename, binary):
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sections.append((txt, ""))
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callback(0.8, "Finish parsing.")
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elif re.search(r"\.pdf$", filename, re.IGNORECASE):
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pdf_parser = Pdf()
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pdf_parser = Pdf() if parser_config["layout_recognize"] else PlainParser()
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sections, tbls = pdf_parser(filename if not binary else binary,
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from_page=from_page, to_page=to_page, callback=callback)
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res = tokenize_table(tbls, doc, eng)
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elif re.search(r"\.xlsx?$", filename, re.IGNORECASE):
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callback(0.1, "Start to parse.")
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excel_parser = ExcelParser()
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sections = [(excel_parser.html(binary), "")]
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elif re.search(r"\.txt$", filename, re.IGNORECASE):
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callback(0.1, "Start to parse.")
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txt = ""
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@@ -92,26 +97,13 @@ def chunk(filename, binary=None, from_page=0, to_page=100000, lang="Chinese", ca
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sections = txt.split("\n")
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sections = [(l, "") for l in sections if l]
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callback(0.8, "Finish parsing.")
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else:
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raise NotImplementedError("file type not supported yet(docx, pdf, txt supported)")
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parser_config = kwargs.get("parser_config", {"chunk_token_num": 128, "delimiter": "\n!?。;!?"})
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cks = naive_merge(sections, parser_config.get("chunk_token_num", 128), parser_config.get("delimiter", "\n!?。;!?"))
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chunks = naive_merge(sections, parser_config.get("chunk_token_num", 128), parser_config.get("delimiter", "\n!?。;!?"))
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# wrap up to es documents
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for ck in cks:
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if len(ck.strip()) == 0:continue
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print("--", ck)
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d = copy.deepcopy(doc)
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if pdf_parser:
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try:
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d["image"], poss = pdf_parser.crop(ck, need_position=True)
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except Exception as e:
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continue
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add_positions(d, poss)
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ck = pdf_parser.remove_tag(ck)
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tokenize(d, ck, eng)
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res.append(d)
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res.extend(tokenize_chunks(chunks, doc, eng, pdf_parser))
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return res
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