# # Copyright 2025 The InfiniFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # import re from deepdoc.parser.utils import get_text from rag.nlp import num_tokens_from_string class RAGFlowTxtParser: def __call__(self, fnm, binary=None, chunk_token_num=128, delimiter="\n!?;。;!?"): txt = get_text(fnm, binary) return self.parser_txt(txt, chunk_token_num, delimiter) @classmethod def parser_txt(cls, txt, chunk_token_num=128, delimiter="\n!?;。;!?"): if not isinstance(txt, str): raise TypeError("txt type should be str!") cks = [""] tk_nums = [0] def add_chunk(t): nonlocal cks, tk_nums, delimiter tnum = num_tokens_from_string(t) if tk_nums[-1] > chunk_token_num: cks.append(t) tk_nums.append(tnum) else: cks[-1] += t tk_nums[-1] += tnum dels = [] s = 0 for m in re.finditer(r"`([^`]+)`", delimiter, re.I): f, t = m.span() dels.append(m.group(1)) dels.extend(list(delimiter[s: f])) s = t if s < len(delimiter): dels.extend(list(delimiter[s:])) dels = [re.escape(d) for d in delimiter if d] dels = [d for d in dels if d] dels = "|".join(dels) secs = re.split(r"(%s)" % dels, txt) for sec in secs: add_chunk(sec) return [[c, ""] for c in cks]