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# validate.py

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)

_typed_classes = [

('Integer', int),

('Float', float),

('String', str) ]

globals().update((name, type(name, (Typed,), {'expected_type':ty}))

for name, ty in _typed_classes)

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

from functools import wraps

def isvalidator(item):

return isinstance(item, type) and issubclass(item, Validator)

def validated(func):

sig = signature(func)

# Gather the function annotations

annotations = { name:val for name, val in func.__annotations__.items()

if isvalidator(val) }

# Get the return annotation (if any)

retcheck = annotations.pop('return', None)

@wraps(func)

def wrapper(*args, **kwargs):

bound = sig.bind(*args, **kwargs)

errors = []

# Enforce argument checks

for name, validator in annotations.items():

try:

validator.check(bound.arguments[name])

except Exception as e:

errors.append(f' {name}: {e}')

if errors:

raise TypeError('Bad Arguments\n' + '\n'.join(errors))

result = func(*args, **kwargs)

# Enforce return check (if any)

if retcheck:

try:

retcheck.check(result)

except Exception as e:

raise TypeError(f'Bad return: {e}') from None

return result

return wrapper

def enforce(**annotations):

retcheck = annotations.pop('return_', None)

def decorate(func):

sig = signature(func)

@wraps(func)

def wrapper(*args, **kwargs):

bound = sig.bind(*args, **kwargs)

errors = []

# Enforce argument checks

for name, validator in annotations.items():

try:

validator.check(bound.arguments[name])

except Exception as e:

errors.append(f' {name}: {e}')

if errors:

raise TypeError('Bad Arguments\n' + '\n'.join(errors))

result = func(*args, **kwargs)

if retcheck:

try:

retcheck.check(result)

except Exception as e:

raise TypeError(f'Bad return: {e}') from None

return result

return wrapper

return decorate

# Examples

if __name__ == '__main__':

@validated

def add(x:Integer, y:Integer) -> Integer:

return x + y

@validated

def div(x:Integer, y:Integer) -> Integer:

return x / y

@enforce(x=Integer, y=Integer)

def sub(x, y):

return x - y

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

@validated

def sell(self, nshares:PositiveInteger):

self.shares -= nshares