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Add logical and bitwise operators for math_eval #301

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Oct 13, 2017
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5 changes: 4 additions & 1 deletion openmmtools/tests/test_utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -57,7 +57,10 @@ def test_math_eval():
('(x + lambda) / z * 4', {'x': 1, 'lambda': 2, 'z': 3}, 4.0),
('-((x + y) / z * 4)**2', {'x': 1, 'y': 2, 'z': 3}, -16.0),
('ceil(0.8) + acos(x) + step(0.5 - x) + step(0.5)', {'x': 1}, 2),
('step_hm(x)', {'x': 0}, 0.5)]
('step_hm(x)', {'x': 0}, 0.5),
('myset & myset2', {'myset': {1,2,3}, 'myset2': {2,3,4}}, {2, 3}),
('myset or myset2', {'myset': {1,2,3}, 'myset2': {2,3,4}}, {1, 2, 3, 4}),
('(myset or my2set) & myset3', {'myset': {1, 2}, 'my2set': {3, 4}, 'myset3': {2, 3}}, {2, 3})]
for expression, variables, result in test_cases:
evaluated_expression = math_eval(expression, variables)
assert evaluated_expression == result, '{}, {}, {}'.format(
Expand Down
22 changes: 20 additions & 2 deletions openmmtools/utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -233,6 +233,12 @@ def math_eval(expression, variables=None, functions=None):
- step_hm(x) : Heaviside step function with half-maximum convention.
- sign(x) : sign function (0.0 for x=0.0)

Available operators are ``+``, ``-``, ``*``, ``/``, ``**``, ``-x`` (negative),
``&``, ``and``, ``|``, and ``or``

**The operators ``and`` and ``or`` operate BITWISE and behave the same as ``&`` and ``|`` respectively as this
function is not designed to handle logical operations.** If you provide sets, they must be as variables.

Parameters
----------
expression : str
Expand All @@ -245,7 +251,7 @@ def math_eval(expression, variables=None, functions=None):

Returns
-------
float
result
The result of the evaluated expression.

Examples
Expand All @@ -259,7 +265,10 @@ def math_eval(expression, variables=None, functions=None):
# Supported operators.
operators = {ast.Add: operator.add, ast.Sub: operator.sub,
ast.Mult: operator.mul, ast.Div: operator.truediv,
ast.Pow: operator.pow, ast.USub: operator.neg}
ast.Pow: operator.pow, ast.USub: operator.neg,
ast.BitAnd: operator.and_, ast.And: operator.and_,
ast.BitOr: operator.or_, ast.Or: operator.or_
}

# Supported functions, not defined in math.
stock_functions = {'step': lambda x: 1 * (x >= 0),
Expand All @@ -278,6 +287,15 @@ def _math_eval(node):
elif isinstance(node, ast.BinOp):
return operators[type(node.op)](_math_eval(node.left),
_math_eval(node.right))
elif isinstance(node, ast.BoolOp):
# Parse ternary operator
if len(node.values) > 2:
# Left-to-right precedence.
left_value = copy.deepcopy(node)
left_value.values.pop(-1)
else:
left_value = node.values[0]
return operators[type(node.op)](_math_eval(left_value), _math_eval(node.values[-1]))
elif isinstance(node, ast.Name):
try:
return variables[node.id]
Expand Down