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293 lines
10 KiB
Python
293 lines
10 KiB
Python
import logging
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import threading
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import time
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import pkg.openai.manager
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import pkg.database.manager
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import pkg.utils.context
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# 运行时保存的所有session
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sessions = {}
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class SessionOfflineStatus:
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ON_GOING = 'on_going'
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EXPLICITLY_CLOSED = 'explicitly_closed'
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# 从数据加载session
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def load_sessions():
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global sessions
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db_inst = pkg.utils.context.get_database_manager()
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session_data = db_inst.load_valid_sessions()
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for session_name in session_data:
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logging.info('加载session: {}'.format(session_name))
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temp_session = Session(session_name)
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temp_session.name = session_name
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temp_session.create_timestamp = session_data[session_name]['create_timestamp']
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temp_session.last_interact_timestamp = session_data[session_name]['last_interact_timestamp']
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temp_session.prompt = session_data[session_name]['prompt']
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sessions[session_name] = temp_session
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# 获取指定名称的session，如果不存在则创建一个新的
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def get_session(session_name: str):
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global sessions
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if session_name not in sessions:
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sessions[session_name] = Session(session_name)
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return sessions[session_name]
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def dump_session(session_name: str):
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global sessions
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if session_name in sessions:
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assert isinstance(sessions[session_name], Session)
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sessions[session_name].persistence()
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del sessions[session_name]
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# def blocked_func(lock: threading.Lock):
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#
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# def decorator(func):
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# def wrapper(*args, **kwargs):
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# print('lock acquire,{}'.format(lock))
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# lock.acquire()
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# try:
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# return func(*args, **kwargs)
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# finally:
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# lock.release()
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#
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# return wrapper
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#
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# return decorator
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# 通用的OpenAI API交互session
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# session内部保留了对话的上下文，
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# 收到用户消息后，将上下文提交给OpenAI API生成回复
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class Session:
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name = ''
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prompt = ""
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import config
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user_name = config.user_name if hasattr(config, 'user_name') and config.user_name != '' else 'You'
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bot_name = config.bot_name if hasattr(config, 'bot_name') and config.bot_name != '' else 'Bot'
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create_timestamp = 0
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last_interact_timestamp = 0
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just_switched_to_exist_session = False
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response_lock = None
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# 加锁
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def acquire_response_lock(self):
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logging.debug('{},lock acquire,{}'.format(self.name, self.response_lock))
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self.response_lock.acquire()
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logging.debug('{},lock acquire successfully,{}'.format(self.name, self.response_lock))
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# 释放锁
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def release_response_lock(self):
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if self.response_lock.locked():
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logging.debug('{},lock release,{}'.format(self.name, self.response_lock))
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self.response_lock.release()
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logging.debug('{},lock release successfully,{}'.format(self.name, self.response_lock))
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# 从配置文件获取会话预设信息
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def get_default_prompt(self):
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config = pkg.utils.context.get_config()
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user_name = config.user_name if hasattr(config, 'user_name') and config.user_name != '' else 'You'
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bot_name = config.bot_name if hasattr(config, 'bot_name') and config.bot_name != '' else 'Bot'
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return user_name + ":{}\n".format(config.default_prompt if hasattr(config, 'default_prompt') \
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and config.default_prompt != "" else '') + \
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bot_name + ":好的\n"
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def __init__(self, name: str):
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self.name = name
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self.create_timestamp = int(time.time())
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self.last_interact_timestamp = int(time.time())
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self.schedule()
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self.response_lock = threading.Lock()
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self.prompt = self.get_default_prompt()
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# 设定检查session最后一次对话是否超过过期时间的计时器
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def schedule(self):
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threading.Thread(target=self.expire_check_timer_loop, args=(self.create_timestamp,)).start()
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# 检查session是否已经过期
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def expire_check_timer_loop(self, create_timestamp: int):
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global sessions
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while True:
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time.sleep(60)
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# 不是此session已更换，退出
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if self.create_timestamp != create_timestamp or self not in sessions.values():
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return
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config = pkg.utils.context.get_config()
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if int(time.time()) - self.last_interact_timestamp > config.session_expire_time:
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logging.info('session {} 已过期'.format(self.name))
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self.reset(expired=True, schedule_new=False)
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# 删除此session
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del sessions[self.name]
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return
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# 请求回复
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# 这个函数是阻塞的
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def append(self, text: str) -> str:
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self.last_interact_timestamp = int(time.time())
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# max_rounds = config.prompt_submit_round_amount if hasattr(config, 'prompt_submit_round_amount') else 7
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config = pkg.utils.context.get_config()
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max_rounds = 1000 # 不再限制回合数
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max_length = config.prompt_submit_length if hasattr(config, "prompt_submit_length") else 1024
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# 向API请求补全
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response = pkg.utils.context.get_openai_manager().request_completion(
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self.cut_out(self.prompt + self.user_name + ':' +
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text + '\n' + self.bot_name + ':',
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max_rounds, max_length),
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self.user_name + ':')
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self.prompt += self.user_name + ':' + text + '\n' + self.bot_name + ':'
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# print(response)
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# 处理回复
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res_test = response["choices"][0]["text"]
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res_ans = res_test
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# 去除开头可能的提示
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res_ans_spt = res_test.split("\n\n")
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if len(res_ans_spt) > 1:
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del (res_ans_spt[0])
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res_ans = '\n\n'.join(res_ans_spt)
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self.prompt += "{}".format(res_ans) + '\n'
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if self.just_switched_to_exist_session:
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self.just_switched_to_exist_session = False
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self.set_ongoing()
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return res_ans
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# 删除上一回合并返回上一回合的问题
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def undo(self) -> str:
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self.last_interact_timestamp = int(time.time())
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# 删除上一回合
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to_delete = self.cut_out(self.prompt, 1, 1024)
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self.prompt = self.prompt.replace(to_delete, '')
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# 返回上一回合的问题
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return to_delete.split(self.bot_name + ':')[0].split(self.user_name + ':')[1].strip()
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# 从尾部截取prompt里不多于max_rounds个回合，长度不大于max_tokens的字符串
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# 保证都是完整的对话
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def cut_out(self, prompt: str, max_rounds: int, max_tokens: int) -> str:
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# 分隔出每个回合
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rounds_spt_by_user_name = prompt.split(self.user_name + ':')
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result = ''
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checked_rounds = 0
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# 从后往前遍历，加到result前面，检查result是否符合要求
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for i in range(len(rounds_spt_by_user_name) - 1, 0, -1):
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result_temp = self.user_name + ':' + rounds_spt_by_user_name[i] + result
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checked_rounds += 1
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if checked_rounds > max_rounds:
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break
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if int((len(result_temp.encode('utf-8')) - len(result_temp)) / 2 + len(result_temp)) > max_tokens:
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break
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result = result_temp
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logging.debug('cut_out: {}'.format(result))
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return result
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# 持久化session
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def persistence(self):
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if self.prompt == self.get_default_prompt():
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return
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db_inst = pkg.utils.context.get_database_manager()
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name_spt = self.name.split('_')
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subject_type = name_spt[0]
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subject_number = int(name_spt[1])
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db_inst.persistence_session(subject_type, subject_number, self.create_timestamp, self.last_interact_timestamp,
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self.prompt)
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# 重置session
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def reset(self, explicit: bool = False, expired: bool = False, schedule_new: bool = True):
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if self.prompt != self.get_default_prompt():
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self.persistence()
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if explicit:
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pkg.utils.context.get_database_manager().explicit_close_session(self.name, self.create_timestamp)
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if expired:
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pkg.utils.context.get_database_manager().set_session_expired(self.name, self.create_timestamp)
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self.prompt = self.get_default_prompt()
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self.create_timestamp = int(time.time())
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self.last_interact_timestamp = int(time.time())
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self.just_switched_to_exist_session = False
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# self.response_lock = threading.Lock()
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if schedule_new:
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self.schedule()
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# 将本session的数据库状态设置为on_going
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def set_ongoing(self):
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pkg.utils.context.get_database_manager().set_session_ongoing(self.name, self.create_timestamp)
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# 切换到上一个session
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def last_session(self):
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last_one = pkg.utils.context.get_database_manager().last_session(self.name, self.last_interact_timestamp)
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if last_one is None:
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return None
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else:
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self.persistence()
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self.create_timestamp = last_one['create_timestamp']
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self.last_interact_timestamp = last_one['last_interact_timestamp']
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self.prompt = last_one['prompt']
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self.just_switched_to_exist_session = True
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return self
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# 切换到下一个session
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def next_session(self):
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next_one = pkg.utils.context.get_database_manager().next_session(self.name, self.last_interact_timestamp)
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if next_one is None:
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return None
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else:
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self.persistence()
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self.create_timestamp = next_one['create_timestamp']
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self.last_interact_timestamp = next_one['last_interact_timestamp']
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self.prompt = next_one['prompt']
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self.just_switched_to_exist_session = True
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return self
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def list_history(self, capacity: int = 10, page: int = 0):
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return pkg.utils.context.get_database_manager().list_history(self.name, capacity, page,
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self.get_default_prompt())
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def draw_image(self, prompt: str):
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return pkg.utils.context.get_openai_manager().request_image(prompt)
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