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pr-agent/pr_agent/algo/token_handler.py

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2023-07-06 00:21:08 +03:00
from jinja2 import Environment, StrictUndefined
from tiktoken import encoding_for_model
from pr_agent.algo import MAX_TOKENS
from pr_agent.config_loader import settings
class TokenHandler:
def __init__(self, pr, vars: dict, system, user):
self.encoder = encoding_for_model(settings.config.model)
self.limit = MAX_TOKENS[settings.config.model]
self.prompt_tokens = self._get_system_user_tokens(pr, self.encoder, vars, system, user)
def _get_system_user_tokens(self, pr, encoder, vars: dict, system, user):
environment = Environment(undefined=StrictUndefined)
system_prompt = environment.from_string(system).render(vars)
user_prompt = environment.from_string(user).render(vars)
system_prompt_tokens = len(encoder.encode(system_prompt))
user_prompt_tokens = len(encoder.encode(user_prompt))
return system_prompt_tokens + user_prompt_tokens
def count_tokens(self, patch: str) -> int:
return len(self.encoder.encode(patch))