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"""
Simple Expression Evaluator with Variables
This module provides a complete expression evaluator that supports:
- Basic arithmetic operations (+, -, *, /, %, **)
- Parentheses for grouping
- Variables with assignment and lookup
- Integer and floating-point numbers
"""
from typing import Dict, List, Union, Any, Optional
import re
class Token:
"""Represents a single token in the expression."""
def __init__(self, type_: str, value: Union[str, float, int], position: int = 0):
self.type = type_
self.value = value
self.position = position
def __repr__(self) -> str:
return f"Token({self.type}, {self.value})"
class Lexer:
"""Lexical analyzer that converts text into tokens."""
def __init__(self, text: str):
self.text = text
self.pos = 0
self.current_char = self.text[self.pos] if self.text else None
def error(self, message: str = "Invalid character") -> None:
"""Raise a lexer error."""
raise ValueError(f"{message} at position {self.pos}")
def advance(self) -> None:
"""Move to the next character."""
self.pos += 1
if self.pos >= len(self.text):
self.current_char = None
else:
self.current_char = self.text[self.pos]
def skip_whitespace(self) -> None:
"""Skip whitespace characters."""
while self.current_char is not None and self.current_char.isspace():
self.advance()
def read_number(self) -> Union[int, float]:
"""Read a number (integer or float)."""
result = ''
while self.current_char is not None and (self.current_char.isdigit() or self.current_char == '.'):
result += self.current_char
self.advance()
if '.' in result:
return float(result)
return int(result)
def read_identifier(self) -> str:
"""Read an identifier (variable name)."""
result = ''
while self.current_char is not None and (self.current_char.isalnum() or self.current_char == '_'):
result += self.current_char
self.advance()
return result
def get_next_token(self) -> Token:
"""Get the next token from the input."""
while self.current_char is not None:
if self.current_char.isspace():
self.skip_whitespace()
continue
if self.current_char.isdigit():
return Token('NUMBER', self.read_number(), self.pos)
if self.current_char.isalpha() or self.current_char == '_':
identifier = self.read_identifier()
if identifier == 'true':
return Token('BOOLEAN', True, self.pos)
elif identifier == 'false':
return Token('BOOLEAN', False, self.pos)
else:
return Token('IDENTIFIER', identifier, self.pos)
if self.current_char == '+':
self.advance()
return Token('PLUS', '+', self.pos)
if self.current_char == '-':
self.advance()
return Token('MINUS', '-', self.pos)
if self.current_char == '*':
self.advance()
if self.current_char == '*':
self.advance()
return Token('POWER', '**', self.pos)
return Token('MULTIPLY', '*', self.pos)
if self.current_char == '/':
self.advance()
return Token('DIVIDE', '/', self.pos)
if self.current_char == '%':
self.advance()
return Token('MODULO', '%', self.pos)
if self.current_char == '(':
self.advance()
return Token('LPAREN', '(', self.pos)
if self.current_char == ')':
self.advance()
return Token('RPAREN', ')', self.pos)
if self.current_char == '=':
self.advance()
return Token('ASSIGN', '=', self.pos)
self.error(f"Invalid character '{self.current_char}'")
return Token('EOF', None, self.pos)
class AST:
"""Abstract Syntax Tree base class."""
pass
class Number(AST):
"""Represents a number in the AST."""
def __init__(self, value: Union[int, float]):
self.value = value
class Boolean(AST):
"""Represents a boolean value in the AST."""
def __init__(self, value: bool):
self.value = value
class Variable(AST):
"""Represents a variable in the AST."""
def __init__(self, name: str):
self.name = name
class BinOp(AST):
"""Represents a binary operation in the AST."""
def __init__(self, left: AST, op: Token, right: AST):
self.left = left
self.op = op
self.right = right
class Assign(AST):
"""Represents an assignment operation in the AST."""
def __init__(self, left: Variable, op: Token, right: AST):
self.left = left
self.op = op
self.right = right
class UnaryOp(AST):
"""Represents a unary operation in the AST."""
def __init__(self, op: Token, expr: AST):
self.op = op
self.expr = expr
class Parser:
"""Parser that builds an AST from tokens."""
def __init__(self, lexer: Lexer):
self.lexer = lexer
self.current_token = self.lexer.get_next_token()
def error(self, message: str = "Invalid syntax") -> None:
"""Raise a parser error."""
raise ValueError(f"{message} at position {self.current_token.position}")
def eat(self, token_type: str) -> None:
"""Consume a token of the expected type."""
if self.current_token.type == token_type:
self.current_token = self.lexer.get_next_token()
else:
self.error(f"Expected {token_type}, got {self.current_token.type}")
def factor(self) -> AST:
"""Parse a factor (number, variable, parenthesized expression, or unary operation)."""
token = self.current_token
if token.type == 'PLUS':
self.eat('PLUS')
return UnaryOp(token, self.factor())
elif token.type == 'MINUS':
self.eat('MINUS')
return UnaryOp(token, self.factor())
elif token.type == 'NUMBER':
self.eat('NUMBER')
return Number(token.value)
elif token.type == 'BOOLEAN':
self.eat('BOOLEAN')
return Boolean(token.value)
elif token.type == 'IDENTIFIER':
self.eat('IDENTIFIER')
return Variable(token.value)
elif token.type == 'LPAREN':
self.eat('LPAREN')
node = self.expr()
self.eat('RPAREN')
return node
else:
self.error(f"Unexpected token {token.type}")
def power(self) -> AST:
"""Parse exponentiation (right associative)."""
node = self.factor()
if self.current_token.type == 'POWER':
token = self.current_token
self.eat('POWER')
node = BinOp(node, token, self.power())
return node
def term(self) -> AST:
"""Parse a term (multiplication, division, modulo)."""
node = self.power()
while self.current_token.type in ('MULTIPLY', 'DIVIDE', 'MODULO'):
token = self.current_token
if token.type == 'MULTIPLY':
self.eat('MULTIPLY')
elif token.type == 'DIVIDE':
self.eat('DIVIDE')
elif token.type == 'MODULO':
self.eat('MODULO')
node = BinOp(node, token, self.power())
return node
def expr(self) -> AST:
"""Parse an expression (addition, subtraction)."""
node = self.term()
while self.current_token.type in ('PLUS', 'MINUS'):
token = self.current_token
if token.type == 'PLUS':
self.eat('PLUS')
elif token.type == 'MINUS':
self.eat('MINUS')
node = BinOp(node, token, self.term())
# Handle assignment
if self.current_token.type == 'ASSIGN':
if not isinstance(node, Variable):
self.error("Left side of assignment must be a variable")
token = self.current_token
self.eat('ASSIGN')
node = Assign(node, token, self.expr())
return node
def parse(self) -> AST:
"""Parse the entire expression."""
return self.expr()
class Environment:
"""Environment for storing variable values."""
def __init__(self):
self.variables: Dict[str, Union[int, float, bool]] = {}
def get(self, name: str) -> Union[int, float, bool]:
"""Get the value of a variable."""
if name not in self.variables:
raise NameError(f"Variable '{name}' is not defined")
return self.variables[name]
def set(self, name: str, value: Union[int, float, bool]) -> None:
"""Set the value of a variable."""
self.variables[name] = value
class ExpressionEvaluator:
"""Evaluates expressions using an environment."""
def __init__(self, environment: Optional[Environment] = None):
self.environment = environment or Environment()
def visit(self, node: AST) -> Union[int, float, bool]:
"""Visit a node in the AST."""
method_name = f'visit_{type(node).__name__}'
visitor = getattr(self, method_name, self.generic_visit)
return visitor(node)
def generic_visit(self, node: AST) -> None:
"""Handle unknown node types."""
raise TypeError(f"No visit method for {type(node).__name__}")
def visit_Number(self, node: Number) -> Union[int, float]:
"""Visit a number node."""
return node.value
def visit_Boolean(self, node: Boolean) -> bool:
"""Visit a boolean node."""
return node.value
def visit_Variable(self, node: Variable) -> Union[int, float, bool]:
"""Visit a variable node."""
return self.environment.get(node.name)
def visit_BinOp(self, node: BinOp) -> Union[int, float, bool]:
"""Visit a binary operation node."""
left_val = self.visit(node.left)
right_val = self.visit(node.right)
if node.op.type == 'PLUS':
return left_val + right_val
elif node.op.type == 'MINUS':
return left_val - right_val
elif node.op.type == 'MULTIPLY':
return left_val * right_val
elif node.op.type == 'DIVIDE':
if right_val == 0:
raise ZeroDivisionError("Division by zero")
return left_val / right_val
elif node.op.type == 'MODULO':
if right_val == 0:
raise ZeroDivisionError("Modulo by zero")
return left_val % right_val
elif node.op.type == 'POWER':
return left_val ** right_val
else:
raise ValueError(f"Unknown operator: {node.op.type}")
def visit_UnaryOp(self, node: UnaryOp) -> Union[int, float]:
"""Visit a unary operation node."""
operand = self.visit(node.expr)
if node.op.type == 'PLUS':
return +operand
elif node.op.type == 'MINUS':
return -operand
else:
raise ValueError(f"Unknown unary operator: {node.op.type}")
def visit_Assign(self, node: Assign) -> Union[int, float, bool]:
"""Visit an assignment node."""
value = self.visit(node.right)
self.environment.set(node.left.name, value)
return value
def evaluate(self, expression: str) -> Union[int, float, bool]:
"""Evaluate an expression string."""
try:
lexer = Lexer(expression)
parser = Parser(lexer)
tree = parser.parse()
return self.visit(tree)
except Exception as e:
raise ValueError(f"Error evaluating expression '{expression}': {str(e)}")
def main():
"""Self-test: every arithmetic result checked against Python's own
arithmetic, precedence/parentheses exact, variables persist, refusals."""
ev = ExpressionEvaluator()
# Precedence and operators: exact values.
cases = [
("2 + 3 * 4", 14), # * binds tighter than +
("(2 + 3) * 4", 20),
("10 / 2 - 3", 2.0),
("2 ** 3", 8),
("17 % 5", 2),
("2 + 3 * 4 - 10 / 2", 9.0),
("-5 + 3", -2),
("+10 - 2", 8),
("2 ** 3 ** 2", 512), # right-associative power: 2^(3^2)
("100 - 10 - 20", 70), # left-associative minus
]
for expr, expected in cases:
got = ev.evaluate(expr)
assert got == expected, f"{expr!r} must be {expected}, got {got}"
assert type(got) is type(expected), \
f"{expr!r}: type {type(got).__name__} != {type(expected).__name__}"
# Variables: assignment returns the value, environment persists, compos.
assert ev.evaluate("x = 10") == 10
assert ev.evaluate("y = 5") == 5
assert ev.evaluate("x + y") == 15
assert ev.evaluate("z = x * y") == 50
assert ev.evaluate("z") == 50
assert ev.evaluate("x = -7") == -7
assert ev.evaluate("x + y") == -2, "reassignment did not take effect"
assert abs(ev.evaluate("a = 2.5") - 2.5) < 1e-12
assert abs(ev.evaluate("(a + 1.5) * 2") - 8.0) < 1e-12
assert ev.environment.variables["z"] == 50
# Fuzz vs Python's eval on random arithmetic (no variables, no division
# to dodge float-format edge cases; ** kept small).
import random
random.seed(42)
for _ in range(100):
terms = [str(random.randint(1, 9)) for _ in range(4)]
ops = [random.choice(["+", "-", "*"]) for _ in range(3)]
expr = terms[0] + "".join(o + t for o, t in zip(ops, terms[1:]))
assert ev.evaluate(expr) == eval(expr), f"{expr!r} diverged from Python"
# Refusals: division/modulo by zero, garbage syntax, unknown variable.
for bad in ("1 / 0", "5 % 0", "2 +", "(1 + 2", "unknown_var + 1"):
try:
ev.evaluate(bad)
assert False, f"{bad!r} evaluated without error"
except (ValueError, ZeroDivisionError):
pass
print("expression_evaluator: 10 precedence cases exact (2**3**2=512), "
"variables persist, 100 fuzz == python eval, 5 refusals — PASS")
if __name__ == "__main__":
main()