docstring

This commit is contained in:
mrT23
2023-07-20 10:51:21 +03:00
parent 23ed2553c4
commit e2a4cd6b03
5 changed files with 246 additions and 25 deletions

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@ -6,12 +6,43 @@ from pr_agent.config_loader import settings
class TokenHandler:
"""
A class for handling tokens in the context of a pull request.
Attributes:
- encoder: An object of the encoding_for_model class from the tiktoken module. Used to encode strings and count the number of tokens in them.
- limit: The maximum number of tokens allowed for the given model, as defined in the MAX_TOKENS dictionary in the pr_agent.algo module.
- prompt_tokens: The number of tokens in the system and user strings, as calculated by the _get_system_user_tokens method.
"""
def __init__(self, pr, vars: dict, system, user):
"""
Initializes the TokenHandler object.
Args:
- pr: The pull request object.
- vars: A dictionary of variables.
- system: The system string.
- user: The user string.
"""
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):
"""
Calculates the number of tokens in the system and user strings.
Args:
- pr: The pull request object.
- encoder: An object of the encoding_for_model class from the tiktoken module.
- vars: A dictionary of variables.
- system: The system string.
- user: The user string.
Returns:
The sum of the number of tokens in the system and user strings.
"""
environment = Environment(undefined=StrictUndefined)
system_prompt = environment.from_string(system).render(vars)
user_prompt = environment.from_string(user).render(vars)
@ -21,4 +52,13 @@ class TokenHandler:
return system_prompt_tokens + user_prompt_tokens
def count_tokens(self, patch: str) -> int:
"""
Counts the number of tokens in a given patch string.
Args:
- patch: The patch string.
Returns:
The number of tokens in the patch string.
"""
return len(self.encoder.encode(patch, disallowed_special=()))