''' ARTHIMETIC OPERATORS This file contains Python classes that define the arithmetic operators for program synthesis. ''' ''' CLASS DEFINITIONS ''' class IntegerVariable: ''' Class to represent an integer variable. Note that position is the position of the variable in the input. For example, if the input is [4, 5, 6] and the variable is the third element (i.e., 6), then position = 2. ''' def __init__(self, position): self.position = position # zero-indexed position of the variable in the arguments to program self.type = int # type of the variable self.weight = 1 # weight of the variable def evaluate(self, input = None): # check that input is not None if input is None: raise ValueError("Input is None.") # check that input is a list if type(input) != list: raise ValueError("Input is not a list.") # check that input is not empty if len(input) == 0: raise ValueError("Input is empty.") # check that position is valid if self.position >= len(input): raise ValueError(f"Position {self.position} is out of range for input of length {len(input)}.") return input[self.position] def str(self): return f"x{self.position}" class IntegerConstant: ''' Class to represent an integer constant. ''' def __init__(self, value): self.value = value # value of the constant self.type = int # type of the constant self.weight = 1 # weight of the constant def evaluate(self, input = None): return self.value def str(self): return str(self.value) class Add: ''' Operator to add two numerical values. ''' def __init__(self): self.arity = 2 # number of arguments self.arg_types = [int, int] # argument types self.return_type = int # return type self.weight = 1 # weight def evaluate(self, x, y, input = None): return x + y def str(self, x, y): return f"({x} + {y})" class Subtract: ''' Operator to subtract two numerical values. ''' def __init__(self): self.arity = 2 # number of arguments self.arg_types = [int, int] # argument types self.return_type = int # return type self.weight = 1 # weight def evaluate(self, x, y, input = None): return x - y def str(self, x, y): return f"({x} - {y})" class Multiply: ''' Operator to multiply two numerical values. ''' def __init__(self): self.arity = 2 # number of arguments self.arg_types = [int, int] # argument types self.return_type = int # return type self.weight = 1 # weight def evaluate(self, x, y, input = None): return x * y def str(self, x, y): return f"({x} * {y})" class Divide: ''' Operator to divide two numerical values. ''' def __init__(self): self.arity = 2 # number of arguments self.arg_types = [int, int] # argument types self.return_type = int # return type self.weight = 1 # weight def evaluate(self, x, y, input = None): try: # check for division by zero error return x / y except ZeroDivisionError: return None def str(self, x, y): return f"({x} / {y})" ''' GLOBAL CONSTANTS ''' # define operators arithmetic_operators = [Add(), Subtract(), Multiply(), Divide()]