from models.session_manager import Session
from common.log import logger


class DeepSeekSession(Session):
    def __init__(self, session_id, system_prompt=None, model="deepseek-v4-flash"):
        super().__init__(session_id, system_prompt)
        self.model = model
        self.reset()

    def discard_exceeding(self, max_tokens, cur_tokens=None):
        precise = True
        try:
            cur_tokens = self.calc_tokens()
        except Exception as e:
            precise = False
            if cur_tokens is None:
                raise e
            logger.debug("Exception when counting tokens precisely for query: {}".format(e))
        while cur_tokens > max_tokens:
            if len(self.messages) > 2:
                self.messages.pop(1)
            elif len(self.messages) == 2 and self.messages[1]["role"] == "assistant":
                self.messages.pop(1)
                if precise:
                    cur_tokens = self.calc_tokens()
                else:
                    cur_tokens = cur_tokens - max_tokens
                break
            elif len(self.messages) == 2 and self.messages[1]["role"] == "user":
                logger.warn("user message exceed max_tokens. total_tokens={}".format(cur_tokens))
                break
            else:
                logger.debug("max_tokens={}, total_tokens={}, len(messages)={}".format(
                    max_tokens, cur_tokens, len(self.messages)))
                break
            if precise:
                cur_tokens = self.calc_tokens()
            else:
                cur_tokens = cur_tokens - max_tokens
        return cur_tokens

    def calc_tokens(self):
        return num_tokens_from_messages(self.messages, self.model)


def num_tokens_from_messages(messages, model):
    tokens = 0
    for msg in messages:
        content = msg.get("content", "")
        if isinstance(content, str):
            tokens += len(content)
        elif isinstance(content, list):
            for block in content:
                if isinstance(block, dict):
                    tokens += len(block.get("text", ""))
    return tokens
