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validate.py
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class Validator:
def __init__(self, name=None):
self.name = name
def __set_name__(self, cls, name):
self.name = name
@classmethod
def check(cls, value):
return value
def __set__(self, instance, value):
instance.__dict__[self.name] = self.check(value)
class Typed(Validator):
expected_type = object
@classmethod
def check(cls, value):
if not isinstance(value, cls.expected_type):
raise TypeError(f'expected {cls.expected_type}')
return super().check(value)
class Integer(Typed):
expected_type = int
class Float(Typed):
expected_type = float
class String(Typed):
expected_type = str
class Positive(Validator):
@classmethod
def check(cls, value):
if value < 0:
raise ValueError('must be >= 0')
return super().check(value)
class NonEmpty(Validator):
@classmethod
def check(cls, value):
if len(value) == 0:
raise ValueError('must be non-empty')
return super().check(value)
class PositiveInteger(Integer, Positive):
pass
class PositiveFloat(Float, Positive):
pass
class NonEmptyString(String, NonEmpty):
pass
from inspect import signature
class ValidatedFunction:
def __init__(self, func):
self.func = func
self.signature = signature(func)
self.annotations = dict(func.__annotations__)
self.retcheck = self.annotations.pop('return', None)
def __call__(self, *args, **kwargs):
bound = self.signature.bind(*args, **kwargs)
for name, val in self.annotations.items():
val.check(bound.arguments[name])
result = self.func(*args, **kwargs)
if self.retcheck:
self.retcheck.check(result)
return result
# Examples
if __name__ == '__main__':
def add(x:Integer, y:Integer) -> Integer:
return x + y
add = ValidatedFunction(add)
class Stock:
name = NonEmptyString()
shares = PositiveInteger()
price = PositiveFloat()
def __init__(self, name, shares, price):
self.name = name
self.shares = shares
self.price = price
def __repr__(self):
return f'Stock({self.name!r}, {self.shares!r}, {self.price!r})'
@property
def cost(self):
return self.shares * self.price
def sell(self, nshares):
self.shares -= nshares
sell = ValidatedFunction(sell) # Broken