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Upload utils.py with huggingface_hub

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  1. utils.py +31 -0
utils.py CHANGED
@@ -4,6 +4,8 @@ from typing import Any, Dict
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  import pkg_resources
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  class Singleton(type):
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  _instances = {}
@@ -82,3 +84,32 @@ def is_module_available(module_name):
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  return True
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  except ImportError:
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  return False
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  import pkg_resources
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+ from .text_utils import is_made_of_sub_strings
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+
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  class Singleton(type):
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  _instances = {}
 
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  return True
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  except ImportError:
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  return False
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+
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+
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+ def safe_eval(expression: str, context: dict, allowed_tokens: list) -> any:
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+ """Evaluates a given expression in a restricted environment, allowing only specified tokens and context variables.
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+
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+ Args:
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+ expression (str): The expression to evaluate.
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+ context (dict): A dictionary mapping variable names to their values, which
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+ can be used in the expression.
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+ allowed_tokens (list): A list of strings representing allowed tokens (such as
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+ operators, function names, etc.) that can be used in the expression.
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+
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+ Returns:
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+ any: The result of evaluating the expression.
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+
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+ Raises:
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+ ValueError: If the expression contains tokens not in the allowed list or context keys.
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+
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+ Note:
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+ This function should be used carefully, as it employs `eval`, which can
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+ execute arbitrary code. The function attempts to mitigate security risks
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+ by restricting the available tokens and not exposing built-in functions.
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+ """
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+ allowd_sub_strings = list(context.keys()) + allowed_tokens
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+ if is_made_of_sub_strings(expression, allowd_sub_strings):
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+ return eval(expression, {"__builtins__": {}}, context)
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+ raise ValueError(
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+ f"The expression '{expression}' can not be evaluated because it contains tokens outside the allowed list of {allowd_sub_strings}."
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+ )