Add log_argument
Signed-off-by: András Schmelczer <andras@schmelczer.dev>
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1 changed files with 330 additions and 56 deletions
37
good_ai/src/good_ai/good_ai/metrics/log_argument.py
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37
good_ai/src/good_ai/good_ai/metrics/log_argument.py
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from functools import wraps
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from typing import Any, Callable, Dict, List, Optional, Type
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from ..exceptions import ArgumentValidationError
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from ..helper import get_args
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from ..tracing import TracingContext
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def log_argument(
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argument_name: str,
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*,
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expected_type: Optional[Type] = None,
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validator: Callable[[Any], bool] = lambda _: True,
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) -> Callable[..., Any]:
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def decorator(func: Callable[..., Any]) -> Callable[..., Any]:
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actual_name = f"{func.__name__}:{argument_name}"
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@wraps(func)
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def wrapper(*args: List[Any], **kwargs: Dict[str, Any]) -> Any:
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arguments = get_args(func, args, kwargs)
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argument = arguments[argument_name]
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if (
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expected_type is not None and not isinstance(argument, expected_type)
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) or not validator(argument):
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raise ArgumentValidationError(
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f"Argument {argument_name} in {func.__name__} did not pass validation"
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)
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context = TracingContext.get_current_context()
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if context:
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context.log_value(name=actual_name, value=argument)
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return func(*args, **kwargs)
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return wrapper
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return decorator
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