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How to use the klepto.isvalid function in klepto

To help you get started, we’ve selected a few klepto examples, based on popular ways it is used in public projects.

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github uqfoundation / klepto / tests / test_ignore.py View on Github external
assert signature(p3, safe=True) == (('y',), {'!x': 0}, '', '')
    if IS_PYPY: # PYPY bug in ArgSpec for min, so use pow
        assert isvalid(pow, 0,1) == True
        assert isvalid(pow, 0) == False
        assert isvalid(pow) == False
    else: # python >= 3.5 bug in ArgSpec for pow, so use min
        assert isvalid(min, 0,1) == True
        assert isvalid(min, 0) == False
        assert isvalid(min) == False
    assert isvalid(p, 0,1) == False
    assert isvalid(p, 0) == False
    assert isvalid(p) == False
    assert isvalid(p2, 0,1) == False
    assert isvalid(p2, 0) == False
    assert isvalid(p2) == False
    assert isvalid(p3, 0,1) == False
    assert isvalid(p3, 0) == True
    assert isvalid(p3) == False
    assert _keygen(p3, [], 0) == ((), {'y': 0})
    assert _keygen(p2, [], 0) == ((), {'x': 0, 'z': 0})
    assert _keygen(p, [], 0) == ((0,), {})
    assert _keygen(min, [], x=0,y=1) == ((), {'y': 1, 'x': 0})
    assert _keygen(min, [], 0,1) == ((0,1), {})
    assert _keygen(min, [], 0) == ((0,), {})
    assert _keygen(min, 'x', 0) == ((0,), {})
    assert _keygen(min, ['x','y'], 0) == ((0,), {})
    assert _keygen(min, [0,1], 0) == ((NULL,), {}) if IS_PYPY else ((0,), {})
    assert _keygen(min, ['*'], 0) == ((), {}) if IS_PYPY else ((0,), {})
github uqfoundation / klepto / tests / test_ignore.py View on Github external
assert signature(p, safe=True) == (None, None, None, None)
    assert signature(p2, safe=True) == (('x', 'y'), {'z': 0}, '', '')
    assert signature(p3, safe=True) == (('y',), {'!x': 0}, '', '')
    if IS_PYPY: # PYPY bug in ArgSpec for min, so use pow
        assert isvalid(pow, 0,1) == True
        assert isvalid(pow, 0) == False
        assert isvalid(pow) == False
    else: # python >= 3.5 bug in ArgSpec for pow, so use min
        assert isvalid(min, 0,1) == True
        assert isvalid(min, 0) == False
        assert isvalid(min) == False
    assert isvalid(p, 0,1) == False
    assert isvalid(p, 0) == False
    assert isvalid(p) == False
    assert isvalid(p2, 0,1) == False
    assert isvalid(p2, 0) == False
    assert isvalid(p2) == False
    assert isvalid(p3, 0,1) == False
    assert isvalid(p3, 0) == True
    assert isvalid(p3) == False
    assert _keygen(p3, [], 0) == ((), {'y': 0})
    assert _keygen(p2, [], 0) == ((), {'x': 0, 'z': 0})
    assert _keygen(p, [], 0) == ((0,), {})
    assert _keygen(min, [], x=0,y=1) == ((), {'y': 1, 'x': 0})
    assert _keygen(min, [], 0,1) == ((0,1), {})
    assert _keygen(min, [], 0) == ((0,), {})
    assert _keygen(min, 'x', 0) == ((0,), {})
    assert _keygen(min, ['x','y'], 0) == ((0,), {})
    assert _keygen(min, [0,1], 0) == ((NULL,), {}) if IS_PYPY else ((0,), {})
    assert _keygen(min, ['*'], 0) == ((), {}) if IS_PYPY else ((0,), {})
github uqfoundation / klepto / tests / test_ignore.py View on Github external
if IS_PYPY: # builtins in PYPY are python functions
        assert signature(pow, safe=True) == (('base', 'exponent', 'modulus'), {'modulus': None}, '', '')
    else:
        assert signature(pow, safe=True) == (None, None, None, None)
    assert signature(p, safe=True) == (None, None, None, None)
    assert signature(p2, safe=True) == (('x', 'y'), {'z': 0}, '', '')
    assert signature(p3, safe=True) == (('y',), {'!x': 0}, '', '')
    if IS_PYPY: # PYPY bug in ArgSpec for min, so use pow
        assert isvalid(pow, 0,1) == True
        assert isvalid(pow, 0) == False
        assert isvalid(pow) == False
    else: # python >= 3.5 bug in ArgSpec for pow, so use min
        assert isvalid(min, 0,1) == True
        assert isvalid(min, 0) == False
        assert isvalid(min) == False
    assert isvalid(p, 0,1) == False
    assert isvalid(p, 0) == False
    assert isvalid(p) == False
    assert isvalid(p2, 0,1) == False
    assert isvalid(p2, 0) == False
    assert isvalid(p2) == False
    assert isvalid(p3, 0,1) == False
    assert isvalid(p3, 0) == True
    assert isvalid(p3) == False
    assert _keygen(p3, [], 0) == ((), {'y': 0})
    assert _keygen(p2, [], 0) == ((), {'x': 0, 'z': 0})
    assert _keygen(p, [], 0) == ((0,), {})
    assert _keygen(min, [], x=0,y=1) == ((), {'y': 1, 'x': 0})
    assert _keygen(min, [], 0,1) == ((0,1), {})
    assert _keygen(min, [], 0) == ((0,), {})
    assert _keygen(min, 'x', 0) == ((0,), {})
    assert _keygen(min, ['x','y'], 0) == ((0,), {})
github uqfoundation / klepto / tests / test_ignore.py View on Github external
assert signature(pow, safe=True) == (('base', 'exponent', 'modulus'), {'modulus': None}, '', '')
    else:
        assert signature(pow, safe=True) == (None, None, None, None)
    assert signature(p, safe=True) == (None, None, None, None)
    assert signature(p2, safe=True) == (('x', 'y'), {'z': 0}, '', '')
    assert signature(p3, safe=True) == (('y',), {'!x': 0}, '', '')
    if IS_PYPY: # PYPY bug in ArgSpec for min, so use pow
        assert isvalid(pow, 0,1) == True
        assert isvalid(pow, 0) == False
        assert isvalid(pow) == False
    else: # python >= 3.5 bug in ArgSpec for pow, so use min
        assert isvalid(min, 0,1) == True
        assert isvalid(min, 0) == False
        assert isvalid(min) == False
    assert isvalid(p, 0,1) == False
    assert isvalid(p, 0) == False
    assert isvalid(p) == False
    assert isvalid(p2, 0,1) == False
    assert isvalid(p2, 0) == False
    assert isvalid(p2) == False
    assert isvalid(p3, 0,1) == False
    assert isvalid(p3, 0) == True
    assert isvalid(p3) == False
    assert _keygen(p3, [], 0) == ((), {'y': 0})
    assert _keygen(p2, [], 0) == ((), {'x': 0, 'z': 0})
    assert _keygen(p, [], 0) == ((0,), {})
    assert _keygen(min, [], x=0,y=1) == ((), {'y': 1, 'x': 0})
    assert _keygen(min, [], 0,1) == ((0,1), {})
    assert _keygen(min, [], 0) == ((0,), {})
    assert _keygen(min, 'x', 0) == ((0,), {})
    assert _keygen(min, ['x','y'], 0) == ((0,), {})
    assert _keygen(min, [0,1], 0) == ((NULL,), {}) if IS_PYPY else ((0,), {})
github uqfoundation / klepto / tests / test_ignore.py View on Github external
if IS_PYPY: # builtins in PYPY are python functions
        assert signature(pow, safe=True) == (('base', 'exponent', 'modulus'), {'modulus': None}, '', '')
    else:
        assert signature(pow, safe=True) == (None, None, None, None)
    assert signature(p, safe=True) == (None, None, None, None)
    assert signature(p2, safe=True) == (('x', 'y'), {'z': 0}, '', '')
    assert signature(p3, safe=True) == (('y',), {'!x': 0}, '', '')
    if IS_PYPY: # PYPY bug in ArgSpec for min, so use pow
        assert isvalid(pow, 0,1) == True
        assert isvalid(pow, 0) == False
        assert isvalid(pow) == False
    else: # python >= 3.5 bug in ArgSpec for pow, so use min
        assert isvalid(min, 0,1) == True
        assert isvalid(min, 0) == False
        assert isvalid(min) == False
    assert isvalid(p, 0,1) == False
    assert isvalid(p, 0) == False
    assert isvalid(p) == False
    assert isvalid(p2, 0,1) == False
    assert isvalid(p2, 0) == False
    assert isvalid(p2) == False
    assert isvalid(p3, 0,1) == False
    assert isvalid(p3, 0) == True
    assert isvalid(p3) == False
    assert _keygen(p3, [], 0) == ((), {'y': 0})
    assert _keygen(p2, [], 0) == ((), {'x': 0, 'z': 0})
    assert _keygen(p, [], 0) == ((0,), {})
    assert _keygen(min, [], x=0,y=1) == ((), {'y': 1, 'x': 0})
    assert _keygen(min, [], 0,1) == ((0,1), {})
    assert _keygen(min, [], 0) == ((0,), {})
    assert _keygen(min, 'x', 0) == ((0,), {})
github uqfoundation / klepto / tests / test_ignore.py View on Github external
assert signature(pow, safe=True) == (None, None, None, None)
    assert signature(p, safe=True) == (None, None, None, None)
    assert signature(p2, safe=True) == (('x', 'y'), {'z': 0}, '', '')
    assert signature(p3, safe=True) == (('y',), {'!x': 0}, '', '')
    if IS_PYPY: # PYPY bug in ArgSpec for min, so use pow
        assert isvalid(pow, 0,1) == True
        assert isvalid(pow, 0) == False
        assert isvalid(pow) == False
    else: # python >= 3.5 bug in ArgSpec for pow, so use min
        assert isvalid(min, 0,1) == True
        assert isvalid(min, 0) == False
        assert isvalid(min) == False
    assert isvalid(p, 0,1) == False
    assert isvalid(p, 0) == False
    assert isvalid(p) == False
    assert isvalid(p2, 0,1) == False
    assert isvalid(p2, 0) == False
    assert isvalid(p2) == False
    assert isvalid(p3, 0,1) == False
    assert isvalid(p3, 0) == True
    assert isvalid(p3) == False
    assert _keygen(p3, [], 0) == ((), {'y': 0})
    assert _keygen(p2, [], 0) == ((), {'x': 0, 'z': 0})
    assert _keygen(p, [], 0) == ((0,), {})
    assert _keygen(min, [], x=0,y=1) == ((), {'y': 1, 'x': 0})
    assert _keygen(min, [], 0,1) == ((0,1), {})
    assert _keygen(min, [], 0) == ((0,), {})
    assert _keygen(min, 'x', 0) == ((0,), {})
    assert _keygen(min, ['x','y'], 0) == ((0,), {})
    assert _keygen(min, [0,1], 0) == ((NULL,), {}) if IS_PYPY else ((0,), {})
    assert _keygen(min, ['*'], 0) == ((), {}) if IS_PYPY else ((0,), {})
github uqfoundation / klepto / tests / test_ignore.py View on Github external
assert isvalid(pow, 0,1) == True
        assert isvalid(pow, 0) == False
        assert isvalid(pow) == False
    else: # python >= 3.5 bug in ArgSpec for pow, so use min
        assert isvalid(min, 0,1) == True
        assert isvalid(min, 0) == False
        assert isvalid(min) == False
    assert isvalid(p, 0,1) == False
    assert isvalid(p, 0) == False
    assert isvalid(p) == False
    assert isvalid(p2, 0,1) == False
    assert isvalid(p2, 0) == False
    assert isvalid(p2) == False
    assert isvalid(p3, 0,1) == False
    assert isvalid(p3, 0) == True
    assert isvalid(p3) == False
    assert _keygen(p3, [], 0) == ((), {'y': 0})
    assert _keygen(p2, [], 0) == ((), {'x': 0, 'z': 0})
    assert _keygen(p, [], 0) == ((0,), {})
    assert _keygen(min, [], x=0,y=1) == ((), {'y': 1, 'x': 0})
    assert _keygen(min, [], 0,1) == ((0,1), {})
    assert _keygen(min, [], 0) == ((0,), {})
    assert _keygen(min, 'x', 0) == ((0,), {})
    assert _keygen(min, ['x','y'], 0) == ((0,), {})
    assert _keygen(min, [0,1], 0) == ((NULL,), {}) if IS_PYPY else ((0,), {})
    assert _keygen(min, ['*'], 0) == ((), {}) if IS_PYPY else ((0,), {})
github uqfoundation / klepto / tests / test_ignore.py View on Github external
assert signature(p2, safe=True) == (('x', 'y'), {'z': 0}, '', '')
    assert signature(p3, safe=True) == (('y',), {'!x': 0}, '', '')
    if IS_PYPY: # PYPY bug in ArgSpec for min, so use pow
        assert isvalid(pow, 0,1) == True
        assert isvalid(pow, 0) == False
        assert isvalid(pow) == False
    else: # python >= 3.5 bug in ArgSpec for pow, so use min
        assert isvalid(min, 0,1) == True
        assert isvalid(min, 0) == False
        assert isvalid(min) == False
    assert isvalid(p, 0,1) == False
    assert isvalid(p, 0) == False
    assert isvalid(p) == False
    assert isvalid(p2, 0,1) == False
    assert isvalid(p2, 0) == False
    assert isvalid(p2) == False
    assert isvalid(p3, 0,1) == False
    assert isvalid(p3, 0) == True
    assert isvalid(p3) == False
    assert _keygen(p3, [], 0) == ((), {'y': 0})
    assert _keygen(p2, [], 0) == ((), {'x': 0, 'z': 0})
    assert _keygen(p, [], 0) == ((0,), {})
    assert _keygen(min, [], x=0,y=1) == ((), {'y': 1, 'x': 0})
    assert _keygen(min, [], 0,1) == ((0,1), {})
    assert _keygen(min, [], 0) == ((0,), {})
    assert _keygen(min, 'x', 0) == ((0,), {})
    assert _keygen(min, ['x','y'], 0) == ((0,), {})
    assert _keygen(min, [0,1], 0) == ((NULL,), {}) if IS_PYPY else ((0,), {})
    assert _keygen(min, ['*'], 0) == ((), {}) if IS_PYPY else ((0,), {})
github uqfoundation / klepto / tests / test_ignore.py View on Github external
def test_special():
    p = partial(add, 0,x=0)
    p2 = partial(add, z=0)
    p3 = partial(add, 0)

    
    if IS_PYPY: # builtins in PYPY are python functions
        assert signature(pow, safe=True) == (('base', 'exponent', 'modulus'), {'modulus': None}, '', '')
    else:
        assert signature(pow, safe=True) == (None, None, None, None)
    assert signature(p, safe=True) == (None, None, None, None)
    assert signature(p2, safe=True) == (('x', 'y'), {'z': 0}, '', '')
    assert signature(p3, safe=True) == (('y',), {'!x': 0}, '', '')
    if IS_PYPY: # PYPY bug in ArgSpec for min, so use pow
        assert isvalid(pow, 0,1) == True
        assert isvalid(pow, 0) == False
        assert isvalid(pow) == False
    else: # python >= 3.5 bug in ArgSpec for pow, so use min
        assert isvalid(min, 0,1) == True
        assert isvalid(min, 0) == False
        assert isvalid(min) == False
    assert isvalid(p, 0,1) == False
    assert isvalid(p, 0) == False
    assert isvalid(p) == False
    assert isvalid(p2, 0,1) == False
    assert isvalid(p2, 0) == False
    assert isvalid(p2) == False
    assert isvalid(p3, 0,1) == False
    assert isvalid(p3, 0) == True
    assert isvalid(p3) == False
    assert _keygen(p3, [], 0) == ((), {'y': 0})
github uqfoundation / mystic / mystic / abstract_solver.py View on Github external
def SetObjective(self, cost, ExtraArgs=None):  # callback=None/False ?
        """decorate the cost function with bounds, penalties, monitors, etc"""
        _cost,_raw,_args = self._cost
        # check if need to 'wrap' or can return the stored cost
        if (cost is None or cost is _raw or cost is _cost) and \
           (ExtraArgs is None or ExtraArgs is _args):
            return
        # get cost and args if None was given
        if cost is None: cost = _raw
        args = _args if ExtraArgs is None else ExtraArgs
        args = () if args is None else args
        # quick validation check (so doesn't screw up internals)
        if not isvalid(cost, [0]*self.nDim, *args):
            try: name = cost.__name__
            except AttributeError: # raise new error for non-callables
                cost(*args)
            validate(cost, None, *args)
           #val = len(args) + 1  #XXX: 'klepto.validate' for better error?
           #msg = '%s() invalid number of arguments (%d given)' % (name, val)
           #raise TypeError(msg)
        # hold on to the 'raw' cost function
        self._cost = (None, cost, ExtraArgs)
        self._live = False
        return

klepto

persistent caching to memory, disk, or database

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BSD-3-Clause
Latest version published 2 months ago

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78 / 100
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