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fourFn.py
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fourFn.py
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# fourFn.py
#
# Demonstration of the pyparsing module, implementing a simple 4-function expression parser,
# with support for scientific notation, and symbols for e and pi.
# Extended to add exponentiation and simple built-in functions.
# Extended test cases, simplified pushFirst method.
# Removed unnecessary expr.suppress() call (thanks Nathaniel Peterson!), and added Group
# Changed fnumber to use a Regex, which is now the preferred method
# Reformatted to latest pyparsing features, support multiple and variable args to functions
#
# Copyright 2003-2019 by Paul McGuire
#
from pyparsing import (
Literal,
Word,
Group,
Forward,
alphas,
alphanums,
Regex,
ParseException,
CaselessKeyword,
Suppress,
delimitedList,
)
import math
import operator
exprStack = []
def push_first(toks):
exprStack.append(toks[0])
def push_unary_minus(toks):
for t in toks:
if t == "-":
exprStack.append("unary -")
else:
break
bnf = None
def BNF():
"""
expop :: '^'
multop :: '*' | '/'
addop :: '+' | '-'
integer :: ['+' | '-'] '0'..'9'+
atom :: PI | E | real | fn '(' expr ')' | '(' expr ')'
factor :: atom [ expop factor ]*
term :: factor [ multop factor ]*
expr :: term [ addop term ]*
"""
global bnf
if not bnf:
# use CaselessKeyword for e and pi, to avoid accidentally matching
# functions that start with 'e' or 'pi' (such as 'exp'); Keyword
# and CaselessKeyword only match whole words
e = CaselessKeyword("E")
pi = CaselessKeyword("PI")
# fnumber = Combine(Word("+-"+nums, nums) +
# Optional("." + Optional(Word(nums))) +
# Optional(e + Word("+-"+nums, nums)))
# or use provided pyparsing_common.number, but convert back to str:
# fnumber = ppc.number().addParseAction(lambda t: str(t[0]))
fnumber = Regex(r"[+-]?\d+(?:\.\d*)?(?:[eE][+-]?\d+)?")
ident = Word(alphas, alphanums + "_$")
plus, minus, mult, div = map(Literal, "+-*/")
lpar, rpar = map(Suppress, "()")
addop = plus | minus
multop = mult | div
expop = Literal("^")
expr = Forward()
expr_list = delimitedList(Group(expr))
# add parse action that replaces the function identifier with a (name, number of args) tuple
def insert_fn_argcount_tuple(t):
fn = t.pop(0)
num_args = len(t[0])
t.insert(0, (fn, num_args))
fn_call = (ident + lpar - Group(expr_list) + rpar).setParseAction(
insert_fn_argcount_tuple
)
atom = (
addop[...]
+ (
(fn_call | pi | e | fnumber | ident).setParseAction(push_first)
| Group(lpar + expr + rpar)
)
).setParseAction(push_unary_minus)
# by defining exponentiation as "atom [ ^ factor ]..." instead of "atom [ ^ atom ]...", we get right-to-left
# exponents, instead of left-to-right that is, 2^3^2 = 2^(3^2), not (2^3)^2.
factor = Forward()
factor <<= atom + (expop + factor).setParseAction(push_first)[...]
term = factor + (multop + factor).setParseAction(push_first)[...]
expr <<= term + (addop + term).setParseAction(push_first)[...]
bnf = expr
return bnf
# map operator symbols to corresponding arithmetic operations
epsilon = 1e-12
opn = {
"+": operator.add,
"-": operator.sub,
"*": operator.mul,
"/": operator.truediv,
"^": operator.pow,
}
fn = {
"sin": math.sin,
"cos": math.cos,
"tan": math.tan,
"exp": math.exp,
"abs": abs,
"trunc": int,
"round": round,
"sgn": lambda a: -1 if a < -epsilon else 1 if a > epsilon else 0,
# functionsl with multiple arguments
"multiply": lambda a, b: a * b,
"hypot": math.hypot,
# functions with a variable number of arguments
"all": lambda *a: all(a),
}
def evaluate_stack(s):
op, num_args = s.pop(), 0
if isinstance(op, tuple):
op, num_args = op
if op == "unary -":
return -evaluate_stack(s)
if op in "+-*/^":
# note: operands are pushed onto the stack in reverse order
op2 = evaluate_stack(s)
op1 = evaluate_stack(s)
return opn[op](op1, op2)
elif op == "PI":
return math.pi # 3.1415926535
elif op == "E":
return math.e # 2.718281828
elif op in fn:
# note: args are pushed onto the stack in reverse order
args = reversed([evaluate_stack(s) for _ in range(num_args)])
return fn[op](*args)
elif op[0].isalpha():
raise Exception("invalid identifier '%s'" % op)
else:
# try to evaluate as int first, then as float if int fails
try:
return int(op)
except ValueError:
return float(op)
if __name__ == "__main__":
def test(s, expected):
exprStack[:] = []
try:
results = BNF().parseString(s, parseAll=True)
val = evaluate_stack(exprStack[:])
except ParseException as pe:
print(s, "failed parse:", str(pe))
except Exception as e:
print(s, "failed eval:", str(e), exprStack)
else:
if val == expected:
print(s, "=", val, results, "=>", exprStack)
else:
print(s + "!!!", val, "!=", expected, results, "=>", exprStack)
test("9", 9)
test("-9", -9)
test("--9", 9)
test("-E", -math.e)
test("9 + 3 + 6", 9 + 3 + 6)
test("9 + 3 / 11", 9 + 3.0 / 11)
test("(9 + 3)", (9 + 3))
test("(9+3) / 11", (9 + 3.0) / 11)
test("9 - 12 - 6", 9 - 12 - 6)
test("9 - (12 - 6)", 9 - (12 - 6))
test("2*3.14159", 2 * 3.14159)
test("3.1415926535*3.1415926535 / 10", 3.1415926535 * 3.1415926535 / 10)
test("PI * PI / 10", math.pi * math.pi / 10)
test("PI*PI/10", math.pi * math.pi / 10)
test("PI^2", math.pi ** 2)
test("round(PI^2)", round(math.pi ** 2))
test("6.02E23 * 8.048", 6.02e23 * 8.048)
test("e / 3", math.e / 3)
test("sin(PI/2)", math.sin(math.pi / 2))
test("10+sin(PI/4)^2", 10 + math.sin(math.pi / 4) ** 2)
test("trunc(E)", int(math.e))
test("trunc(-E)", int(-math.e))
test("round(E)", round(math.e))
test("round(-E)", round(-math.e))
test("E^PI", math.e ** math.pi)
test("exp(0)", 1)
test("exp(1)", math.e)
test("2^3^2", 2 ** 3 ** 2)
test("(2^3)^2", (2 ** 3) ** 2)
test("2^3+2", 2 ** 3 + 2)
test("2^3+5", 2 ** 3 + 5)
test("2^9", 2 ** 9)
test("sgn(-2)", -1)
test("sgn(0)", 0)
test("sgn(0.1)", 1)
test("foo(0.1)", None)
test("round(E, 3)", round(math.e, 3))
test("round(PI^2, 3)", round(math.pi ** 2, 3))
test("sgn(cos(PI/4))", 1)
test("sgn(cos(PI/2))", 0)
test("sgn(cos(PI*3/4))", -1)
test("+(sgn(cos(PI/4)))", 1)
test("-(sgn(cos(PI/4)))", -1)
test("hypot(3, 4)", 5)
test("multiply(3, 7)", 21)
test("all(1,1,1)", True)
test("all(1,1,1,1,1,0)", False)
"""
Test output:
>python fourFn.py
9 = 9 ['9'] => ['9']
-9 = -9 ['-', '9'] => ['9', 'unary -']
--9 = 9 ['-', '-', '9'] => ['9', 'unary -', 'unary -']
-E = -2.718281828459045 ['-', 'E'] => ['E', 'unary -']
9 + 3 + 6 = 18 ['9', '+', '3', '+', '6'] => ['9', '3', '+', '6', '+']
9 + 3 / 11 = 9.272727272727273 ['9', '+', '3', '/', '11'] => ['9', '3', '11', '/', '+']
(9 + 3) = 12 [['9', '+', '3']] => ['9', '3', '+']
(9+3) / 11 = 1.0909090909090908 [['9', '+', '3'], '/', '11'] => ['9', '3', '+', '11', '/']
9 - 12 - 6 = -9 ['9', '-', '12', '-', '6'] => ['9', '12', '-', '6', '-']
9 - (12 - 6) = 3 ['9', '-', ['12', '-', '6']] => ['9', '12', '6', '-', '-']
2*3.14159 = 6.28318 ['2', '*', '3.14159'] => ['2', '3.14159', '*']
3.1415926535*3.1415926535 / 10 = 0.9869604400525172 ['3.1415926535', '*', '3.1415926535', '/', '10'] => ['3.1415926535', '3.1415926535', '*', '10', '/']
PI * PI / 10 = 0.9869604401089358 ['PI', '*', 'PI', '/', '10'] => ['PI', 'PI', '*', '10', '/']
PI*PI/10 = 0.9869604401089358 ['PI', '*', 'PI', '/', '10'] => ['PI', 'PI', '*', '10', '/']
PI^2 = 9.869604401089358 ['PI', '^', '2'] => ['PI', '2', '^']
round(PI^2) = 10 [('round', 1), [['PI', '^', '2']]] => ['PI', '2', '^', ('round', 1)]
6.02E23 * 8.048 = 4.844896e+24 ['6.02E23', '*', '8.048'] => ['6.02E23', '8.048', '*']
e / 3 = 0.9060939428196817 ['E', '/', '3'] => ['E', '3', '/']
sin(PI/2) = 1.0 [('sin', 1), [['PI', '/', '2']]] => ['PI', '2', '/', ('sin', 1)]
10+sin(PI/4)^2 = 10.5 ['10', '+', ('sin', 1), [['PI', '/', '4']], '^', '2'] => ['10', 'PI', '4', '/', ('sin', 1), '2', '^', '+']
trunc(E) = 2 [('trunc', 1), [['E']]] => ['E', ('trunc', 1)]
trunc(-E) = -2 [('trunc', 1), [['-', 'E']]] => ['E', 'unary -', ('trunc', 1)]
round(E) = 3 [('round', 1), [['E']]] => ['E', ('round', 1)]
round(-E) = -3 [('round', 1), [['-', 'E']]] => ['E', 'unary -', ('round', 1)]
E^PI = 23.140692632779263 ['E', '^', 'PI'] => ['E', 'PI', '^']
exp(0) = 1.0 [('exp', 1), [['0']]] => ['0', ('exp', 1)]
exp(1) = 2.718281828459045 [('exp', 1), [['1']]] => ['1', ('exp', 1)]
2^3^2 = 512 ['2', '^', '3', '^', '2'] => ['2', '3', '2', '^', '^']
(2^3)^2 = 64 [['2', '^', '3'], '^', '2'] => ['2', '3', '^', '2', '^']
2^3+2 = 10 ['2', '^', '3', '+', '2'] => ['2', '3', '^', '2', '+']
2^3+5 = 13 ['2', '^', '3', '+', '5'] => ['2', '3', '^', '5', '+']
2^9 = 512 ['2', '^', '9'] => ['2', '9', '^']
sgn(-2) = -1 [('sgn', 1), [['-', '2']]] => ['2', 'unary -', ('sgn', 1)]
sgn(0) = 0 [('sgn', 1), [['0']]] => ['0', ('sgn', 1)]
sgn(0.1) = 1 [('sgn', 1), [['0.1']]] => ['0.1', ('sgn', 1)]
foo(0.1) failed eval: invalid identifier 'foo' ['0.1', ('foo', 1)]
round(E, 3) = 2.718 [('round', 2), [['E'], ['3']]] => ['E', '3', ('round', 2)]
round(PI^2, 3) = 9.87 [('round', 2), [['PI', '^', '2'], ['3']]] => ['PI', '2', '^', '3', ('round', 2)]
sgn(cos(PI/4)) = 1 [('sgn', 1), [[('cos', 1), [['PI', '/', '4']]]]] => ['PI', '4', '/', ('cos', 1), ('sgn', 1)]
sgn(cos(PI/2)) = 0 [('sgn', 1), [[('cos', 1), [['PI', '/', '2']]]]] => ['PI', '2', '/', ('cos', 1), ('sgn', 1)]
sgn(cos(PI*3/4)) = -1 [('sgn', 1), [[('cos', 1), [['PI', '*', '3', '/', '4']]]]] => ['PI', '3', '*', '4', '/', ('cos', 1), ('sgn', 1)]
+(sgn(cos(PI/4))) = 1 ['+', [('sgn', 1), [[('cos', 1), [['PI', '/', '4']]]]]] => ['PI', '4', '/', ('cos', 1), ('sgn', 1)]
-(sgn(cos(PI/4))) = -1 ['-', [('sgn', 1), [[('cos', 1), [['PI', '/', '4']]]]]] => ['PI', '4', '/', ('cos', 1), ('sgn', 1), 'unary -']
"""