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Parent(s): ded699d
Delete utils.py
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utils.py
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# -*- coding:utf-8 -*-
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from __future__ import annotations
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from typing import TYPE_CHECKING, Any, Callable, Dict, List, Tuple, Type
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import logging
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import json
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import os
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import datetime
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import hashlib
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import csv
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import requests
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import re
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import gradio as gr
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from pypinyin import lazy_pinyin
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import tiktoken
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import mdtex2html
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from markdown import markdown
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from pygments import highlight
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from pygments.lexers import get_lexer_by_name
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from pygments.formatters import HtmlFormatter
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from presets import *
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# logging.basicConfig(level=logging.INFO, format="%(asctime)s [%(levelname)s] [%(filename)s:%(lineno)d] %(message)s")
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if TYPE_CHECKING:
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from typing import TypedDict
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class DataframeData(TypedDict):
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headers: List[str]
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data: List[List[str | int | bool]]
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def count_token(message):
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encoding = tiktoken.get_encoding("cl100k_base")
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input_str = f"role: {message['role']}, content: {message['content']}"
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length = len(encoding.encode(input_str))
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return length
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def markdown_to_html_with_syntax_highlight(md_str):
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def replacer(match):
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lang = match.group(1) or "text"
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code = match.group(2)
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try:
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lexer = get_lexer_by_name(lang, stripall=True)
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except ValueError:
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lexer = get_lexer_by_name("text", stripall=True)
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formatter = HtmlFormatter()
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highlighted_code = highlight(code, lexer, formatter)
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return f'<pre><code class="{lang}">{highlighted_code}</code></pre>'
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code_block_pattern = r"```(\w+)?\n([\s\S]+?)\n```"
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md_str = re.sub(code_block_pattern, replacer, md_str, flags=re.MULTILINE)
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html_str = markdown(md_str)
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return html_str
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def normalize_markdown(md_text: str) -> str:
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lines = md_text.split("\n")
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normalized_lines = []
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inside_list = False
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for i, line in enumerate(lines):
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if re.match(r"^(\d+\.|-|\*|\+)\s", line.strip()):
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if not inside_list and i > 0 and lines[i - 1].strip() != "":
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normalized_lines.append("")
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inside_list = True
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normalized_lines.append(line)
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elif inside_list and line.strip() == "":
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if i < len(lines) - 1 and not re.match(
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r"^(\d+\.|-|\*|\+)\s", lines[i + 1].strip()
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):
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normalized_lines.append(line)
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continue
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else:
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inside_list = False
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normalized_lines.append(line)
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return "\n".join(normalized_lines)
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def convert_mdtext(md_text):
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code_block_pattern = re.compile(r"```(.*?)(?:```|$)", re.DOTALL)
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inline_code_pattern = re.compile(r"`(.*?)`", re.DOTALL)
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code_blocks = code_block_pattern.findall(md_text)
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non_code_parts = code_block_pattern.split(md_text)[::2]
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result = []
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for non_code, code in zip(non_code_parts, code_blocks + [""]):
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if non_code.strip():
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non_code = normalize_markdown(non_code)
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if inline_code_pattern.search(non_code):
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result.append(markdown(non_code, extensions=["tables"]))
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else:
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result.append(mdtex2html.convert(non_code, extensions=["tables"]))
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if code.strip():
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# _, code = detect_language(code) # 暂时去除代码高亮功能,因为在大段代码的情况下会出现问题
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# code = code.replace("\n\n", "\n") # 暂时去除代码中的空行,因为在大段代码的情况下会出现问题
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code = f"```{code}\n\n```"
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code = markdown_to_html_with_syntax_highlight(code)
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result.append(code)
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result = "".join(result)
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return result
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def convert_user(userinput):
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userinput = userinput.replace("\n", "<br>")
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return f"<pre>{userinput}</pre>"
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def detect_language(code):
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if code.startswith("\n"):
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first_line = ""
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else:
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first_line = code.strip().split("\n", 1)[0]
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language = first_line.lower() if first_line else ""
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code_without_language = code[len(first_line) :].lstrip() if first_line else code
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return language, code_without_language
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def construct_text(role, text):
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return {"role": role, "content": text}
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def construct_user(text):
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return construct_text("user", text)
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def construct_system(text):
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return construct_text("system", text)
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def construct_assistant(text):
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return construct_text("assistant", text)
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def construct_token_message(token, stream=False):
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return f"Token 计数: {token}"
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def delete_last_conversation(chatbot, history, previous_token_count):
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if len(chatbot) > 0 and standard_error_msg in chatbot[-1][1]:
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logging.info("由于包含报错信息,只删除chatbot记录")
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chatbot.pop()
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return chatbot, history
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if len(history) > 0:
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logging.info("删除了一组对话历史")
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history.pop()
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history.pop()
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if len(chatbot) > 0:
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logging.info("删除了一组chatbot对话")
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chatbot.pop()
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if len(previous_token_count) > 0:
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logging.info("删除了一组对话的token计数记录")
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previous_token_count.pop()
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return (
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chatbot,
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history,
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previous_token_count,
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construct_token_message(sum(previous_token_count)),
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)
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def save_file(filename, system, history, chatbot):
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logging.info("保存对话历史中……")
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os.makedirs(HISTORY_DIR, exist_ok=True)
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if filename.endswith(".json"):
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json_s = {"system": system, "history": history, "chatbot": chatbot}
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print(json_s)
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with open(os.path.join(HISTORY_DIR, filename), "w") as f:
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json.dump(json_s, f)
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elif filename.endswith(".md"):
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md_s = f"system: \n- {system} \n"
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for data in history:
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md_s += f"\n{data['role']}: \n- {data['content']} \n"
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with open(os.path.join(HISTORY_DIR, filename), "w", encoding="utf8") as f:
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f.write(md_s)
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logging.info("保存对话历史完毕")
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return os.path.join(HISTORY_DIR, filename)
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def save_chat_history(filename, system, history, chatbot):
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if filename == "":
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return
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if not filename.endswith(".json"):
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filename += ".json"
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return save_file(filename, system, history, chatbot)
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def export_markdown(filename, system, history, chatbot):
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if filename == "":
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return
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if not filename.endswith(".md"):
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filename += ".md"
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return save_file(filename, system, history, chatbot)
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def load_chat_history(filename, system, history, chatbot):
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logging.info("加载对话历史中……")
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if type(filename) != str:
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filename = filename.name
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try:
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with open(os.path.join(HISTORY_DIR, filename), "r") as f:
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json_s = json.load(f)
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try:
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if type(json_s["history"][0]) == str:
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logging.info("历史记录格式为旧版,正在转换……")
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new_history = []
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for index, item in enumerate(json_s["history"]):
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if index % 2 == 0:
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new_history.append(construct_user(item))
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else:
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new_history.append(construct_assistant(item))
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json_s["history"] = new_history
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logging.info(new_history)
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except:
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# 没有对话历史
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pass
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logging.info("加载对话历史完毕")
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return filename, json_s["system"], json_s["history"], json_s["chatbot"]
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except FileNotFoundError:
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logging.info("没有找到对话历史文件,不执行任何操作")
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return filename, system, history, chatbot
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def sorted_by_pinyin(list):
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return sorted(list, key=lambda char: lazy_pinyin(char)[0][0])
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def get_file_names(dir, plain=False, filetypes=[".json"]):
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logging.info(f"获取文件名列表,目录为{dir},文件类型为{filetypes},是否为纯文本列表{plain}")
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files = []
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try:
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for type in filetypes:
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files += [f for f in os.listdir(dir) if f.endswith(type)]
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except FileNotFoundError:
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files = []
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files = sorted_by_pinyin(files)
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if files == []:
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files = [""]
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if plain:
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return files
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else:
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return gr.Dropdown.update(choices=files)
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def get_history_names(plain=False):
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logging.info("获取历史记录文件名列表")
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return get_file_names(HISTORY_DIR, plain)
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def load_template(filename, mode=0):
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logging.info(f"加载模板文件{filename},模式为{mode}(0为返回字典和下拉菜单,1为返回下拉菜单,2为返回字典)")
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lines = []
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logging.info("Loading template...")
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if filename.endswith(".json"):
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with open(os.path.join(TEMPLATES_DIR, filename), "r", encoding="utf8") as f:
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lines = json.load(f)
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lines = [[i["act"], i["prompt"]] for i in lines]
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else:
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with open(
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os.path.join(TEMPLATES_DIR, filename), "r", encoding="utf8"
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) as csvfile:
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reader = csv.reader(csvfile)
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lines = list(reader)
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lines = lines[1:]
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if mode == 1:
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return sorted_by_pinyin([row[0] for row in lines])
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elif mode == 2:
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return {row[0]: row[1] for row in lines}
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else:
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choices = sorted_by_pinyin([row[0] for row in lines])
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return {row[0]: row[1] for row in lines}, gr.Dropdown.update(
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choices=choices, value=choices[0]
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)
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| 281 |
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def get_template_names(plain=False):
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logging.info("获取模板文件名列表")
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return get_file_names(TEMPLATES_DIR, plain, filetypes=[".csv", "json"])
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| 286 |
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def get_template_content(templates, selection, original_system_prompt):
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logging.info(f"应用模板中,选择为{selection},原始系统提示为{original_system_prompt}")
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try:
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| 289 |
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return templates[selection]
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except:
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| 291 |
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return original_system_prompt
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| 293 |
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def reset_state():
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logging.info("重置状态")
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return [], [], [], construct_token_message(0)
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def reset_textbox():
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return gr.update(value="")
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def reset_default():
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global API_URL
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API_URL = "https://api.openai.com/v1/chat/completions"
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os.environ.pop("HTTPS_PROXY", None)
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os.environ.pop("https_proxy", None)
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return gr.update(value=API_URL), gr.update(value=""), "API URL 和代理已重置"
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def change_api_url(url):
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global API_URL
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| 313 |
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API_URL = url
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msg = f"API地址更改为了{url}"
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logging.info(msg)
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return msg
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| 318 |
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| 319 |
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def change_proxy(proxy):
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os.environ["HTTPS_PROXY"] = proxy
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msg = f"代理更改为了{proxy}"
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logging.info(msg)
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| 323 |
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return msg
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| 324 |
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| 325 |
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| 326 |
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def hide_middle_chars(s):
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| 327 |
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if len(s) <= 8:
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return s
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| 329 |
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else:
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| 330 |
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head = s[:4]
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| 331 |
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tail = s[-4:]
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| 332 |
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hidden = "*" * (len(s) - 8)
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return head + hidden + tail
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| 335 |
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| 336 |
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def submit_key(key):
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key = key.strip()
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| 338 |
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msg = f"API密钥更改为了{hide_middle_chars(key)}"
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logging.info(msg)
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| 340 |
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return key, msg
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| 341 |
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| 342 |
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| 343 |
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def sha1sum(filename):
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| 344 |
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sha1 = hashlib.sha1()
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| 345 |
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sha1.update(filename.encode("utf-8"))
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| 346 |
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return sha1.hexdigest()
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| 347 |
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| 348 |
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| 349 |
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def replace_today(prompt):
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| 350 |
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today = datetime.datetime.today().strftime("%Y-%m-%d")
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| 351 |
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return prompt.replace("{current_date}", today)
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| 352 |
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| 353 |
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| 354 |
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def get_geoip():
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| 355 |
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response = requests.get("https://ipapi.co/json/", timeout=5)
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try:
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| 357 |
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data = response.json()
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| 358 |
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except:
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| 359 |
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data = {"error": True, "reason": "连接ipapi失败"}
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| 360 |
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if "error" in data.keys():
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| 361 |
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logging.warning(f"无法获取IP地址信息。\n{data}")
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| 362 |
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if data["reason"] == "RateLimited":
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return (
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f"获取IP地理位置失败,因为达到了检测IP的速率限制。聊天功能可能仍然可用,但请注意,如果您的IP地址在不受支持的地区,您可能会遇到问题。"
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)
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else:
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return f"获取IP地理位置失败。原因:{data['reason']}。你仍然可以使用聊天功能。"
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else:
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country = data["country_name"]
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| 370 |
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if country == "China":
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text = "**您的IP区域:中国。请立即检查代理设置,在不受支持的地区使用API可能导致账号被封禁。**"
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| 372 |
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else:
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text = f"您的IP区域:{country}。"
|
| 374 |
-
logging.info(text)
|
| 375 |
-
return text
|
| 376 |
-
|
| 377 |
-
|
| 378 |
-
def find_n(lst, max_num):
|
| 379 |
-
n = len(lst)
|
| 380 |
-
total = sum(lst)
|
| 381 |
-
|
| 382 |
-
if total < max_num:
|
| 383 |
-
return n
|
| 384 |
-
|
| 385 |
-
for i in range(len(lst)):
|
| 386 |
-
if total - lst[i] < max_num:
|
| 387 |
-
return n - i -1
|
| 388 |
-
total = total - lst[i]
|
| 389 |
-
return 1
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