Created
December 6, 2020 12:04
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Rule-based system
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import abc | |
class Rule(abc.ABC): | |
def __init__(self, var_name): | |
self.var_name = var_name | |
@abc.abstractmethod | |
def __repr__(self): | |
"""String representation of the Python expression.""" | |
@abc.abstractmethod | |
def __call__(self, obj): | |
"""Evaluates an object's properties.""" | |
class HigherThan(Rule): | |
def __init__(self, var_name, low): | |
super().__init__(var_name) | |
self.low = low | |
def __repr__(self): | |
return f'{self.var_name} > {self.low}' | |
def __call__(self, obj): | |
return getattr(obj, self.var_name) > self.low | |
class LowerThan(Rule): | |
def __init__(self, var_name, high): | |
super().__init__(var_name) | |
self.high = high | |
def __repr__(self): | |
return f'{self.var_name} < {self.high}' | |
def __call__(self, obj): | |
return getattr(obj, self.var_name) < self.high | |
class Between(Rule): | |
def __init__(self, var_name, low, high): | |
super().__init__(var_name) | |
self.low = low | |
self.high = high | |
def __repr__(self): | |
return f'{self.low} < {self.var_name} < {self.high}' | |
def __call__(self, obj): | |
return self.low < getattr(obj, self.var_name) < self.high | |
class And(Rule): | |
def __init__(self, *rules): | |
self.rules = rules | |
def __repr__(self): | |
return ' & '.join(map(str, self.rules)) | |
def __call__(self, obj): | |
return all(rule(obj) for rule in self.rules) | |
@classmethod | |
def from_str(cls, s): | |
rules = [] | |
for rule in s.split(' & '): | |
if rule.count('<') == 2: | |
low, name, high = rule.split(' < ') | |
rules.append(Between(name, float(low), float(high))) | |
elif '>' in rule: | |
name, low = rule.split(' > ') | |
rules.append(HigherThan(name, float(low))) | |
elif '<' in rule: | |
name, high = rule.split(' < ') | |
rules.append(LowerThan(name, float(high))) | |
return cls(*rules) |
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