# # Copyright 2024 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 os import re import tiktoken from api.utils.file_utils import get_project_base_directory def singleton(cls, *args, **kw): instances = {} def _singleton(): key = str(cls) + str(os.getpid()) if key not in instances: instances[key] = cls(*args, **kw) return instances[key] return _singleton def rmSpace(txt): txt = re.sub(r"([^a-z0-9.,\)>]) +([^ ])", r"\1\2", txt, flags=re.IGNORECASE) return re.sub(r"([^ ]) +([^a-z0-9.,\(<])", r"\1\2", txt, flags=re.IGNORECASE) def findMaxDt(fnm): m = "1970-01-01 00:00:00" try: with open(fnm, "r") as f: while True: line = f.readline() if not line: break line = line.strip("\n") if line == 'nan': continue if line > m: m = line except Exception: pass return m def findMaxTm(fnm): m = 0 try: with open(fnm, "r") as f: while True: line = f.readline() if not line: break line = line.strip("\n") if line == 'nan': continue if int(line) > m: m = int(line) except Exception: pass return m tiktoken_cache_dir = get_project_base_directory() os.environ["TIKTOKEN_CACHE_DIR"] = tiktoken_cache_dir # encoder = tiktoken.encoding_for_model("gpt-3.5-turbo") encoder = tiktoken.get_encoding("cl100k_base") def num_tokens_from_string(string: str) -> int: """Returns the number of tokens in a text string.""" try: return len(encoder.encode(string)) except Exception: return 0 def truncate(string: str, max_len: int) -> str: """Returns truncated text if the length of text exceed max_len.""" return encoder.decode(encoder.encode(string)[:max_len])