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