def test_pprint(self):
import pyomo.kernel
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
v = variable()
e = noclone(v**2)
pyomo.kernel.pprint(e)
pyomo.kernel.pprint(e, indent=1)
b = block()
b.e = expression(expr=e)
pyomo.kernel.pprint(e)
pyomo.kernel.pprint(b)
m = block()
m.b = b
pyomo.kernel.pprint(e)
pyomo.kernel.pprint(b)
pyomo.kernel.pprint(m)
# tests compatibility with _ToStringVisitor
pyomo.kernel.pprint(noclone(v) + 1)
pyomo.kernel.pprint(noclone(v + 1))
x = variable()
y = variable()
pyomo.kernel.pprint(y + x * noclone(noclone(x * y)))
pyomo.kernel.pprint(y + noclone(noclone(x * y)) * x)
def test_import_suffix_generator(self):
m = block()
m.s0 = suffix(direction=suffix.LOCAL)
m.s0i = suffix(direction=suffix.LOCAL,
datatype=suffix.INT)
m.s1 = suffix(direction=suffix.IMPORT_EXPORT)
m.s1i = suffix(direction=suffix.IMPORT_EXPORT,
datatype=suffix.INT)
m.s2 = suffix(direction=suffix.IMPORT)
m.s2i = suffix(direction=suffix.IMPORT,
datatype=suffix.INT)
m.s3 = suffix(direction=suffix.EXPORT)
m.s3i = suffix(direction=suffix.EXPORT,
datatype=suffix.INT)
m.b = block()
m.b.s0 = suffix(direction=suffix.LOCAL)
m.b.s0i = suffix(direction=suffix.LOCAL,
datatype=suffix.INT)
m.b.s1 = suffix(direction=suffix.IMPORT_EXPORT)
m.b.s1i = suffix(direction=suffix.IMPORT_EXPORT,
datatype=suffix.INT)
m.b.s2 = suffix(direction=suffix.IMPORT)
m.b.s2i = suffix(direction=suffix.IMPORT,
datatype=suffix.INT)
m.b.s3 = suffix(direction=suffix.EXPORT)
m.b.s3i = suffix(direction=suffix.EXPORT,
datatype=suffix.INT)
# default
self.assertEqual([id(c_) for c_
in import_suffix_generator(m)],
[id(m.s1), id(m.s1i),
id(m.s2), id(m.s2i),
id(m.b.s1), id(m.b.s1i),
id(m.b.s2), id(m.b.s2i)])
# descend_into=False
self.assertEqual([id(c_) for c_
in import_suffix_generator(m,
descend_into=False)],
[id(m.s1), id(m.s1i),
id(m.s2), id(m.s2i)])
# datatype=INT
self.assertEqual([id(c_) for c_
in import_suffix_generator(m,
datatype=suffix.INT)],
[id(m.s1i),
id(m.s2i),
id(m.b.s1i),
id(m.b.s2i)])
# active=True
m.s1.deactivate()
m.b.deactivate()
self.assertEqual([id(c_) for c_
in import_suffix_generator(m,
active=True)],
[id(m.s1i), id(m.s2), id(m.s2i)])
def test_import_suffix_generator(self):
m = block()
m.s0 = suffix(direction=suffix.LOCAL)
m.s0i = suffix(direction=suffix.LOCAL,
datatype=suffix.INT)
m.s1 = suffix(direction=suffix.IMPORT_EXPORT)
m.s1i = suffix(direction=suffix.IMPORT_EXPORT,
datatype=suffix.INT)
m.s2 = suffix(direction=suffix.IMPORT)
m.s2i = suffix(direction=suffix.IMPORT,
datatype=suffix.INT)
m.s3 = suffix(direction=suffix.EXPORT)
m.s3i = suffix(direction=suffix.EXPORT,
datatype=suffix.INT)
m.b = block()
m.b.s0 = suffix(direction=suffix.LOCAL)
m.b.s0i = suffix(direction=suffix.LOCAL,
datatype=suffix.INT)
m.b.s1 = suffix(direction=suffix.IMPORT_EXPORT)
m.b.s1i = suffix(direction=suffix.IMPORT_EXPORT,
datatype=suffix.INT)
m.b.s2 = suffix(direction=suffix.IMPORT)
m.b.s2i = suffix(direction=suffix.IMPORT,
datatype=suffix.INT)
m.b.s3 = suffix(direction=suffix.EXPORT)
m.b.s3i = suffix(direction=suffix.EXPORT,
datatype=suffix.INT)
# default
self.assertEqual([id(c_) for c_
in import_suffix_generator(m)],
[id(m.s1), id(m.s1i),
id(m.s2), id(m.s2i),
id(m.b.s1), id(m.b.s1i),
id(m.b.s2), id(m.b.s2i)])
# descend_into=False
self.assertEqual([id(c_) for c_
in import_suffix_generator(m,
descend_into=False)],
[id(m.s1), id(m.s1i),
id(m.s2), id(m.s2i)])
# datatype=INT
self.assertEqual([id(c_) for c_
in import_suffix_generator(m,
datatype=suffix.INT)],
[id(m.s1i),
id(m.s2i),
id(m.b.s1i),
id(m.b.s2i)])
# active=True
m.s1.deactivate()
m.b.deactivate()
self.assertEqual([id(c_) for c_
in import_suffix_generator(m,
active=True)],
[id(m.s1i), id(m.s2), id(m.s2i)])
def test_preorder_visit(self):
# test that we can use the advanced preorder_visit
# function on a block to efficiently check for these
# constraint containers (without iterating over
# their children)
A = numpy.ones((3,3))
m = block()
m.c = matrix_constraint(A)
m.v = variable()
m.V = variable_list()
m.V.append(variable())
m.B = block_list()
m.B.append(block())
m.B[0].c = matrix_constraint(A)
m.B[0].v = variable()
m.B[0].V = variable_list()
m.B[0].V.append(variable())
m.b = block()
m.b.c = constraint_dict()
m.b.c[None] = matrix_constraint(A)
m.b.c[1] = matrix_constraint(A)
m.b.c[2] = constraint()
m.b.c[3] = constraint_list()
# don't visit things below a matrix constraint
# (e.g., cases where we want to handle it in bulk)
def no_mc_descend(x):
if isinstance(x, matrix_constraint):
return False
return True
cnt = 0
for obj in m.preorder_traversal(ctype=IConstraint,
descend=no_mc_descend):
self.assertTrue(type(obj.parent) is not matrix_constraint)
self.assertTrue((obj.ctype is block._ctype) or \
(obj.ctype is constraint._ctype))
cnt += 1
self.assertEqual(cnt, 11)
cnt = 0
mc_child_cnt = 0
for obj in m.preorder_traversal(ctype=IConstraint):
self.assertTrue((obj.ctype is block._ctype) or \
(obj.ctype is constraint._ctype))
if type(obj.parent) is matrix_constraint:
mc_child_cnt += 1
cnt += 1
self.assertEqual(cnt, 23)
self.assertEqual(mc_child_cnt, 12)
self.assertEqual(
len(list(m.components(ctype=IConstraint))),
13)
def test_preorder_traversal(self):
A = numpy.ones((3,3))
m = block()
m.c = matrix_constraint(A)
m.v = variable()
m.V = variable_list()
m.V.append(variable())
m.B = block_list()
m.B.append(block())
m.B[0].c = matrix_constraint(A)
m.B[0].v = variable()
m.B[0].V = variable_list()
m.B[0].V.append(variable())
m.b = block()
m.b.c = constraint_dict()
m.b.c[None] = matrix_constraint(A)
m.b.c[1] = matrix_constraint(A)
m.b.c[2] = constraint()
m.b.c[3] = constraint_list()
# don't visit things below a matrix constraint
# (e.g., cases where we want to handle it in bulk)
def no_mc_descend(x):
if isinstance(x, matrix_constraint):
return False
return True
cnt = 0
for obj in pmo.preorder_traversal(m,
ctype=IConstraint,
descend=no_mc_descend):
self.assertTrue(type(obj.parent) is not matrix_constraint)
self.assertTrue((obj.ctype is block._ctype) or \
(obj.ctype is constraint._ctype))
cnt += 1
self.assertEqual(cnt, 11)
cnt = 0
mc_child_cnt = 0
for obj in pmo.preorder_traversal(m, ctype=IConstraint):
self.assertTrue((obj.ctype is block._ctype) or \
(obj.ctype is constraint._ctype))
if type(obj.parent) is matrix_constraint:
mc_child_cnt += 1
cnt += 1
self.assertEqual(cnt, 23)
self.assertEqual(mc_child_cnt, 12)
self.assertEqual(
len(list(m.components(ctype=IConstraint))),
13)
def test_preorder_traversal(self):
A = numpy.ones((3,3))
m = block()
m.c = matrix_constraint(A)
m.v = variable()
m.V = variable_list()
m.V.append(variable())
m.B = block_list()
m.B.append(block())
m.B[0].c = matrix_constraint(A)
m.B[0].v = variable()
m.B[0].V = variable_list()
m.B[0].V.append(variable())
m.b = block()
m.b.c = constraint_dict()
m.b.c[None] = matrix_constraint(A)
m.b.c[1] = matrix_constraint(A)
m.b.c[2] = constraint()
m.b.c[3] = constraint_list()
# don't visit things below a matrix constraint
# (e.g., cases where we want to handle it in bulk)
def no_mc_descend(x):
if isinstance(x, matrix_constraint):
return False
return True
cnt = 0
for obj in pmo.preorder_traversal(m,
ctype=IConstraint,
descend=no_mc_descend):
self.assertTrue(type(obj.parent) is not matrix_constraint)
self.assertTrue((obj.ctype is block._ctype) or \
(obj.ctype is constraint._ctype))
cnt += 1
self.assertEqual(cnt, 11)
cnt = 0
mc_child_cnt = 0
for obj in pmo.preorder_traversal(m, ctype=IConstraint):
self.assertTrue((obj.ctype is block._ctype) or \
(obj.ctype is constraint._ctype))
if type(obj.parent) is matrix_constraint:
mc_child_cnt += 1
cnt += 1
self.assertEqual(cnt, 23)
self.assertEqual(mc_child_cnt, 12)
self.assertEqual(
len(list(m.components(ctype=IConstraint))),
13)
def test_pprint(self):
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
c = self._object_factory()
pprint(c)
b = block()
b.c = c
pprint(c)
pprint(b)
m = block()
m.b = b
pprint(c)
pprint(b)
pprint(m)
def test_pprint(self):
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
f = functional_value()
pprint(f)
b = block()
b.f = f
pprint(f)
pprint(b)
m = block()
m.b = b
pprint(f)
pprint(b)
pprint(m)
def test_pprint(self):
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
p = parameter()
pprint(p)
b = block()
b.p = p
pprint(p)
pprint(b)
m = block()
m.b = b
pprint(p)
pprint(b)
pprint(m)
def test_pickle(self):
s = suffix(direction=suffix.EXPORT,
datatype=suffix.FLOAT)
self.assertEqual(s.direction, suffix.EXPORT)
self.assertEqual(s.datatype, suffix.FLOAT)
self.assertEqual(s.parent, None)
sup = pickle.loads(
pickle.dumps(s))
self.assertEqual(sup.direction, suffix.EXPORT)
self.assertEqual(sup.datatype, suffix.FLOAT)
self.assertEqual(sup.parent, None)
b = block()
b.s = s
self.assertIs(s.parent, b)
bup = pickle.loads(
pickle.dumps(b))
sup = bup.s
self.assertEqual(sup.direction, suffix.EXPORT)
self.assertEqual(sup.datatype, suffix.FLOAT)
self.assertIs(sup.parent, bup)
b.v = variable(lb=1)
b.s[b.v] = 1.0
bup = pickle.loads(
pickle.dumps(b))
sup = bup.s
vup = bup.v
self.assertEqual(sup[vup], 1.0)
def test_pickle(self):
v = variable()
s = sos([v],weights=[1])
self.assertEqual(len(s), 1)
self.assertIs(s.variables[0], v)
self.assertTrue(v in s)
self.assertEqual(s.weights[0], 1)
self.assertEqual(s.level, 1)
self.assertEqual(s.parent, None)
sup = pickle.loads(
pickle.dumps(s))
self.assertEqual(len(sup), 1)
self.assertIsNot(sup.variables[0], v)
self.assertFalse(v in sup)
self.assertEqual(sup.weights[0], 1)
self.assertEqual(sup.level, 1)
self.assertEqual(sup.parent, None)
b = block()
b.v = v
self.assertIs(v.parent, b)
b.s = s
self.assertIs(s.parent, b)
bup = pickle.loads(
pickle.dumps(b))
sup = bup.s
self.assertEqual(len(sup), 1)
self.assertIs(sup.variables[0], bup.v)
self.assertTrue(bup.v in sup)
self.assertEqual(sup.weights[0], 1)
self.assertEqual(sup.level, 1)
self.assertIs(sup.parent, bup)
def test_pickle(self):
vlist = _create_variable_list(3)
ctuple = matrix_constraint(
numpy.array([[0,0,0],[0,0,0]]),
x=vlist)
self.assertTrue((ctuple.lb == -numpy.inf).all())
self.assertTrue((ctuple.ub == numpy.inf).all())
self.assertTrue((ctuple.equality == False).all())
self.assertEqual(ctuple.parent, None)
ctuple_up = pickle.loads(
pickle.dumps(ctuple))
self.assertTrue((ctuple_up.lb == -numpy.inf).all())
self.assertTrue((ctuple_up.ub == numpy.inf).all())
self.assertTrue((ctuple_up.equality == False).all())
self.assertEqual(ctuple_up.parent, None)
b = block()
b.ctuple = ctuple
self.assertIs(ctuple.parent, b)
bup = pickle.loads(
pickle.dumps(b))
ctuple_up = bup.ctuple
self.assertTrue((ctuple_up.lb == -numpy.inf).all())
self.assertTrue((ctuple_up.ub == numpy.inf).all())
self.assertTrue((ctuple_up.equality == False).all())
self.assertIs(ctuple_up.parent, bup)
def test_pickle(self):
v = variable()
e = noclone(v)
self.assertEqual(type(e), noclone)
self.assertIs(type(e.expr), variable)
eup = pickle.loads(pickle.dumps(e))
self.assertEqual(type(eup), noclone)
self.assertTrue(e is not eup)
self.assertIs(type(eup.expr), variable)
self.assertIs(type(e.expr), variable)
self.assertTrue(eup.expr is not e.expr)
del e
del v
v = variable(value=1)
b = block()
b.v = v
eraw = b.v + 1
b.e = 1 + noclone(eraw)
bup = pickle.loads(pickle.dumps(b))
self.assertTrue(isinstance(bup.e, NumericValue))
self.assertEqual(value(bup.e), 3.0)
b.v.value = 2
self.assertEqual(value(b.e), 4.0)
self.assertEqual(value(bup.e), 3.0)
bup.v.value = -1
self.assertEqual(value(b.e), 4.0)
self.assertEqual(value(bup.e), 1.0)
self.assertIs(b.v.parent, b)
self.assertIs(bup.v.parent, bup)
del b.v
def test_pickle(self):
v = variable()
s = sos([v], weights=[1])
self.assertEqual(len(s), 1)
self.assertIs(s.variables[0], v)
self.assertTrue(v in s)
self.assertEqual(s.weights[0], 1)
self.assertEqual(s.level, 1)
self.assertEqual(s.parent, None)
sup = pickle.loads(pickle.dumps(s))
self.assertEqual(len(sup), 1)
self.assertIsNot(sup.variables[0], v)
self.assertFalse(v in sup)
self.assertEqual(sup.weights[0], 1)
self.assertEqual(sup.level, 1)
self.assertEqual(sup.parent, None)
b = block()
b.v = v
self.assertIs(v.parent, b)
b.s = s
self.assertIs(s.parent, b)
bup = pickle.loads(pickle.dumps(b))
sup = bup.s
self.assertEqual(len(sup), 1)
self.assertIs(sup.variables[0], bup.v)
self.assertTrue(bup.v in sup)
self.assertEqual(sup.weights[0], 1)
self.assertEqual(sup.level, 1)
self.assertIs(sup.parent, bup)
def test_pprint(self):
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
v = variable()
o = objective(expr=v**2)
pprint(o)
b = block()
b.o = o
pprint(o)
pprint(b)
m = block()
m.b = b
pprint(o)
pprint(b)
pprint(m)
def test_pprint(self):
import pyomo.kernel
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
v = variable()
pyomo.kernel.pprint(v)
b = block()
b.v = v
pyomo.kernel.pprint(v)
pyomo.kernel.pprint(b)
m = block()
m.b = b
pyomo.kernel.pprint(v)
pyomo.kernel.pprint(b)
pyomo.kernel.pprint(m)
def test_pickle(self):
v = variable(lb=1, ub=2, domain_type=IntegerSet, fixed=True)
self.assertEqual(v.lb, 1)
self.assertEqual(type(v.lb), int)
self.assertEqual(v.ub, 2)
self.assertEqual(type(v.ub), int)
self.assertEqual(v.domain_type, IntegerSet)
self.assertEqual(v.fixed, True)
self.assertEqual(v.parent, None)
vup = pickle.loads(pickle.dumps(v))
self.assertEqual(vup.lb, 1)
self.assertEqual(type(vup.lb), int)
self.assertEqual(vup.ub, 2)
self.assertEqual(type(vup.ub), int)
self.assertEqual(vup.domain_type, IntegerSet)
self.assertEqual(vup.fixed, True)
self.assertEqual(vup.parent, None)
b = block()
b.v = v
self.assertIs(v.parent, b)
bup = pickle.loads(pickle.dumps(b))
vup = bup.v
self.assertEqual(vup.lb, 1)
self.assertEqual(vup.ub, 2)
self.assertEqual(vup.domain_type, IntegerSet)
self.assertEqual(vup.fixed, True)
self.assertIs(vup.parent, bup)
def test_init(self):
v = variable()
self.assertTrue(v.parent is None)
self.assertEqual(v.ctype, IVariable)
self.assertEqual(v.domain_type, RealSet)
self.assertEqual(v.lb, None)
self.assertEqual(v.ub, None)
self.assertEqual(v.fixed, False)
self.assertEqual(v.value, None)
self.assertEqual(v.stale, True)
b = block()
b.v = v
self.assertTrue(v.parent is b)
del b.v
self.assertTrue(v.parent is None)
v = variable(domain_type=IntegerSet,
value=1,
lb=0,
ub=2,
fixed=True)
self.assertTrue(v.parent is None)
self.assertEqual(v.ctype, IVariable)
self.assertEqual(v.domain_type, IntegerSet)
self.assertEqual(v.lb, 0)
self.assertEqual(v.ub, 2)
self.assertEqual(v.fixed, True)
self.assertEqual(v.value, 1)
self.assertEqual(v.stale, True)
def test_pickle(self):
v = variable(lb=1,
ub=2,
domain_type=IntegerSet,
fixed=True)
self.assertEqual(v.lb, 1)
self.assertEqual(type(v.lb), int)
self.assertEqual(v.ub, 2)
self.assertEqual(type(v.ub), int)
self.assertEqual(v.domain_type, IntegerSet)
self.assertEqual(v.fixed, True)
self.assertEqual(v.parent, None)
vup = pickle.loads(
pickle.dumps(v))
self.assertEqual(vup.lb, 1)
self.assertEqual(type(vup.lb), int)
self.assertEqual(vup.ub, 2)
self.assertEqual(type(vup.ub), int)
self.assertEqual(vup.domain_type, IntegerSet)
self.assertEqual(vup.fixed, True)
self.assertEqual(vup.parent, None)
b = block()
b.v = v
self.assertIs(v.parent, b)
bup = pickle.loads(
pickle.dumps(b))
vup = bup.v
self.assertEqual(vup.lb, 1)
self.assertEqual(vup.ub, 2)
self.assertEqual(vup.domain_type, IntegerSet)
self.assertEqual(vup.fixed, True)
self.assertIs(vup.parent, bup)
def test_active(self):
o = objective()
self.assertEqual(o.active, True)
o.deactivate()
self.assertEqual(o.active, False)
o.activate()
self.assertEqual(o.active, True)
b = block()
self.assertEqual(b.active, True)
b.deactivate()
self.assertEqual(b.active, False)
b.o = o
self.assertEqual(o.active, True)
self.assertEqual(b.active, False)
o.deactivate()
self.assertEqual(o.active, False)
self.assertEqual(b.active, False)
b.activate()
self.assertEqual(o.active, False)
self.assertEqual(b.active, True)
b.activate(shallow=False)
self.assertEqual(o.active, True)
self.assertEqual(b.active, True)
b.deactivate(shallow=False)
self.assertEqual(o.active, False)
self.assertEqual(b.active, False)
def test_pickle(self):
s = suffix(direction=suffix.EXPORT,
datatype=suffix.FLOAT)
self.assertEqual(s.direction, suffix.EXPORT)
self.assertEqual(s.datatype, suffix.FLOAT)
self.assertEqual(s.parent, None)
sup = pickle.loads(
pickle.dumps(s))
self.assertEqual(sup.direction, suffix.EXPORT)
self.assertEqual(sup.datatype, suffix.FLOAT)
self.assertEqual(sup.parent, None)
b = block()
b.s = s
self.assertIs(s.parent, b)
bup = pickle.loads(
pickle.dumps(b))
sup = bup.s
self.assertEqual(sup.direction, suffix.EXPORT)
self.assertEqual(sup.datatype, suffix.FLOAT)
self.assertIs(sup.parent, bup)
b.v = variable(lb=1)
b.s[b.v] = 1.0
bup = pickle.loads(
pickle.dumps(b))
sup = bup.s
vup = bup.v
self.assertEqual(sup[vup], 1.0)
def test_init(self):
v = variable()
self.assertTrue(v.parent is None)
self.assertEqual(v.ctype, IVariable)
self.assertEqual(v.domain_type, RealSet)
self.assertEqual(v.lb, None)
self.assertEqual(v.ub, None)
self.assertEqual(v.fixed, False)
self.assertEqual(v.value, None)
self.assertEqual(v.stale, True)
b = block()
b.v = v
self.assertTrue(v.parent is b)
del b.v
self.assertTrue(v.parent is None)
v = variable(domain_type=IntegerSet, value=1, lb=0, ub=2, fixed=True)
self.assertTrue(v.parent is None)
self.assertEqual(v.ctype, IVariable)
self.assertEqual(v.domain_type, IntegerSet)
self.assertEqual(v.lb, 0)
self.assertEqual(v.ub, 2)
self.assertEqual(v.fixed, True)
self.assertEqual(v.value, 1)
self.assertEqual(v.stale, True)
def test_pprint(self):
import pyomo.kernel
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
v = variable()
pyomo.kernel.pprint(v)
b = block()
b.v = v
pyomo.kernel.pprint(v)
pyomo.kernel.pprint(b)
m = block()
m.b = b
pyomo.kernel.pprint(v)
pyomo.kernel.pprint(b)
pyomo.kernel.pprint(m)
def test_pickle(self):
vlist = _create_variable_list(3)
ctuple = matrix_constraint(
numpy.array([[0,0,0],[0,0,0]]),
x=vlist)
self.assertTrue((ctuple.lb == -numpy.inf).all())
self.assertTrue((ctuple.ub == numpy.inf).all())
self.assertTrue((ctuple.equality == False).all())
self.assertEqual(ctuple.parent, None)
ctuple_up = pickle.loads(
pickle.dumps(ctuple))
self.assertTrue((ctuple_up.lb == -numpy.inf).all())
self.assertTrue((ctuple_up.ub == numpy.inf).all())
self.assertTrue((ctuple_up.equality == False).all())
self.assertEqual(ctuple_up.parent, None)
b = block()
b.ctuple = ctuple
self.assertIs(ctuple.parent, b)
bup = pickle.loads(
pickle.dumps(b))
ctuple_up = bup.ctuple
self.assertTrue((ctuple_up.lb == -numpy.inf).all())
self.assertTrue((ctuple_up.ub == numpy.inf).all())
self.assertTrue((ctuple_up.equality == False).all())
self.assertIs(ctuple_up.parent, bup)
def test_pickle(self):
for key in transforms.registered_transforms:
v = variable(lb=1, ub=3)
p = transforms.piecewise([1, 2, 3], [1, 2, 1],
input=v,
validate=False,
repn=key)
self.assertEqual(p.parent, None)
self.assertEqual(p.input.expr.parent, None)
self.assertIs(p.input.expr, v)
pup = pickle.loads(pickle.dumps(p))
self.assertEqual(pup.parent, None)
self.assertEqual(pup.input.expr.parent, None)
self.assertIsNot(pup.input.expr, v)
b = block()
b.v = v
b.p = p
self.assertIs(p.parent, b)
self.assertEqual(p.input.expr.parent, b)
bup = pickle.loads(pickle.dumps(b))
pup = bup.p
self.assertIs(pup.parent, bup)
self.assertEqual(pup.input.expr.parent, bup)
self.assertIs(pup.input.expr, bup.v)
self.assertIsNot(pup.input.expr, b.v)
def test_active(self):
s = sos([])
self.assertEqual(s.active, True)
s.deactivate()
self.assertEqual(s.active, False)
s.activate()
self.assertEqual(s.active, True)
b = block()
self.assertEqual(b.active, True)
b.deactivate()
self.assertEqual(b.active, False)
b.s = s
self.assertEqual(s.active, True)
self.assertEqual(b.active, False)
s.deactivate()
self.assertEqual(s.active, False)
self.assertEqual(b.active, False)
b.activate()
self.assertEqual(s.active, False)
self.assertEqual(b.active, True)
b.activate(shallow=False)
self.assertEqual(s.active, True)
self.assertEqual(b.active, True)
b.deactivate(shallow=False)
self.assertEqual(s.active, False)
self.assertEqual(b.active, False)
def test_active(self):
s = sos([])
self.assertEqual(s.active, True)
s.deactivate()
self.assertEqual(s.active, False)
s.activate()
self.assertEqual(s.active, True)
b = block()
self.assertEqual(b.active, True)
b.deactivate()
self.assertEqual(b.active, False)
b.s = s
self.assertEqual(s.active, True)
self.assertEqual(b.active, False)
s.deactivate()
self.assertEqual(s.active, False)
self.assertEqual(b.active, False)
b.activate()
self.assertEqual(s.active, False)
self.assertEqual(b.active, True)
b.activate(shallow=False)
self.assertEqual(s.active, True)
self.assertEqual(b.active, True)
b.deactivate(shallow=False)
self.assertEqual(s.active, False)
self.assertEqual(b.active, False)
def test_pprint(self):
import pyomo.kernel
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
cdict = self._container_type({None: self._ctype_factory()})
pyomo.kernel.pprint(cdict)
b = block()
b.cdict = cdict
pyomo.kernel.pprint(cdict)
pyomo.kernel.pprint(b)
m = block()
m.b = b
pyomo.kernel.pprint(cdict)
pyomo.kernel.pprint(b)
pyomo.kernel.pprint(m)
def test_pprint(self):
import pyomo.kernel
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
c = self._object_factory()
pyomo.kernel.pprint(c)
b = block()
b.c = c
pyomo.kernel.pprint(c)
pyomo.kernel.pprint(b)
m = block()
m.b = b
pyomo.kernel.pprint(c)
pyomo.kernel.pprint(b)
pyomo.kernel.pprint(m)
def test_pprint(self):
import pyomo.kernel
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
cdict = self._container_type({None: self._ctype_factory()})
pyomo.kernel.pprint(cdict)
b = block()
b.cdict = cdict
pyomo.kernel.pprint(cdict)
pyomo.kernel.pprint(b)
m = block()
m.b = b
pyomo.kernel.pprint(cdict)
pyomo.kernel.pprint(b)
pyomo.kernel.pprint(m)
def test_pprint(self):
import pyomo.kernel
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
p = parameter()
e = self._ctype_factory(p**2)
pyomo.kernel.pprint(e)
b = block()
b.e = e
pyomo.kernel.pprint(e)
pyomo.kernel.pprint(b)
m = block()
m.b = b
pyomo.kernel.pprint(e)
pyomo.kernel.pprint(b)
pyomo.kernel.pprint(m)
def test_pprint(self):
import pyomo.kernel
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
vlist = variable_list([variable(), variable()])
s = sos(vlist)
pyomo.kernel.pprint(s)
b = block()
b.s = s
pyomo.kernel.pprint(s)
pyomo.kernel.pprint(b)
m = block()
m.b = b
pyomo.kernel.pprint(s)
pyomo.kernel.pprint(b)
pyomo.kernel.pprint(m)
def test_pprint(self):
import pyomo.kernel
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
p = parameter()
e = self._ctype_factory(p**2)
pyomo.kernel.pprint(e)
b = block()
b.e = e
pyomo.kernel.pprint(e)
pyomo.kernel.pprint(b)
m = block()
m.b = b
pyomo.kernel.pprint(e)
pyomo.kernel.pprint(b)
pyomo.kernel.pprint(m)
def test_pprint(self):
import pyomo.kernel
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
vlist = variable_list([variable(), variable()])
s = sos(vlist)
pyomo.kernel.pprint(s)
b = block()
b.s = s
pyomo.kernel.pprint(s)
pyomo.kernel.pprint(b)
m = block()
m.b = b
pyomo.kernel.pprint(s)
pyomo.kernel.pprint(b)
pyomo.kernel.pprint(m)
def test_pprint(self):
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
m, n = 3, 2
vlist = _create_variable_list(2)
A = numpy.random.rand(m, n)
ctuple = matrix_constraint(A, lb=1, ub=2, x=vlist)
pmo.pprint(ctuple)
b = block()
b.c = ctuple
pmo.pprint(ctuple)
pmo.pprint(b)
m = block()
m.b = b
pmo.pprint(ctuple)
pmo.pprint(b)
pmo.pprint(m)
def test_remove(self):
model = block()
index = range(5)
c = self._container_type(self._ctype_factory() for i in index)
for i in index:
cdata = c[0]
self.assertEqual(cdata in c, True)
c.remove(cdata)
self.assertEqual(cdata in c, False)
def test_init_non_NumericValue(self):
types = [None, 1, 1.1, True, ""]
if numpy_available:
types.extend([numpy.float32(1), numpy.bool_(True), numpy.int32(1)])
types.append(block())
types.append(block)
for obj in types:
self.assertEqual(noclone(obj), obj)
self.assertIs(type(noclone(obj)), type(obj))
def test_init_non_NumericValue(self):
types = [None, 1, 1.1, True, ""]
if numpy_available:
types.extend([numpy.float32(1), numpy.bool_(True), numpy.int32(1)])
types.append(block())
types.append(block)
for obj in types:
self.assertEqual(noclone(obj), obj)
self.assertIs(type(noclone(obj)), type(obj))
def test_pprint(self):
import pyomo.kernel
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
v = variable()
e = noclone(v**2)
pyomo.kernel.pprint(e)
pyomo.kernel.pprint(e, indent=1)
b = block()
b.e = expression(expr=e)
pyomo.kernel.pprint(e)
pyomo.kernel.pprint(b)
m = block()
m.b = b
pyomo.kernel.pprint(e)
pyomo.kernel.pprint(b)
pyomo.kernel.pprint(m)
def test_active(self):
v = variable()
b = block()
self.assertEqual(b.active, True)
b.deactivate()
self.assertEqual(b.active, False)
b.v = v
self.assertEqual(b.active, False)
b.activate()
self.assertEqual(b.active, True)
def test_active(self):
v = variable()
b = block()
self.assertEqual(b.active, True)
b.deactivate()
self.assertEqual(b.active, False)
b.v = v
self.assertEqual(b.active, False)
b.activate()
self.assertEqual(b.active, True)
def test_pprint(self):
import pyomo.kernel
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
v = variable()
e = noclone(v**2)
pyomo.kernel.pprint(e)
pyomo.kernel.pprint(e, indent=1)
b = block()
b.e = expression(expr=e)
pyomo.kernel.pprint(e)
pyomo.kernel.pprint(b)
m = block()
m.b = b
pyomo.kernel.pprint(e)
pyomo.kernel.pprint(b)
pyomo.kernel.pprint(m)
# tests compatibility with _ToStringVisitor
pyomo.kernel.pprint(noclone(v)+1)
pyomo.kernel.pprint(noclone(v+1))
def test_pickle(self):
for key in transforms_nd.registered_transforms:
p = transforms_nd.piecewise_nd(_test_tri, _test_values, repn=key)
self.assertEqual(p.parent, None)
pup = pickle.loads(pickle.dumps(p))
self.assertEqual(pup.parent, None)
b = block()
b.p = p
self.assertIs(p.parent, b)
bup = pickle.loads(pickle.dumps(b))
pup = bup.p
self.assertIs(pup.parent, bup)
def test_pprint(self):
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
v = variable()
clist = constraint_list([constraint()])
s = suffix()
s[v] = 1
s[clist] = None
pprint(s)
b = block()
b.s = s
pprint(s)
pprint(b)
m = block()
m.b = b
pprint(s)
pprint(b)
pprint(m)
pprint({'a': 1, 'b': 2})
def test_pprint(self):
import pyomo.kernel
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
v = variable()
clist = constraint_list([constraint()])
s = suffix()
s[v] = 1
s[clist] = None
pyomo.kernel.pprint(s)
b = block()
b.s = s
pyomo.kernel.pprint(s)
pyomo.kernel.pprint(b)
m = block()
m.b = b
pyomo.kernel.pprint(s)
pyomo.kernel.pprint(b)
pyomo.kernel.pprint(m)
pyomo.kernel.pprint({'a': 1, 'b': 2})
def test_pprint(self):
import pyomo.kernel
# Not really testing what the output is, just that
# an error does not occur. The pprint functionality
# is still in the early stages.
m,n = 3,2
vlist = _create_variable_list(2)
A = numpy.random.rand(m,n)
ctuple = matrix_constraint(A,
lb=1,
ub=2,
x=vlist)
pmo.pprint(ctuple)
b = block()
b.c = ctuple
pmo.pprint(ctuple)
pmo.pprint(b)
m = block()
m.b = b
pmo.pprint(ctuple)
pmo.pprint(b)
pmo.pprint(m)
def test_name(self):
s = suffix()
self.assertTrue(s.parent is None)
self.assertEqual(s.local_name, None)
self.assertEqual(s.name, None)
model = block()
model.s = s
self.assertTrue(model.parent is None)
self.assertTrue(s.parent is model)
self.assertEqual(s.local_name, "s")
self.assertEqual(s.name, "s")
b = block()
b.model = model
self.assertTrue(b.parent is None)
self.assertTrue(model.parent is b)
self.assertTrue(s.parent is model)
self.assertEqual(s.local_name, "s")
self.assertEqual(s.name, "model.s")
bdict = block_dict()
bdict[0] = b
self.assertTrue(bdict.parent is None)
self.assertTrue(b.parent is bdict)
self.assertTrue(model.parent is b)
self.assertTrue(s.parent is model)
self.assertEqual(s.local_name, "s")
self.assertEqual(s.name, "[0].model.s")
m = block()
m.bdict = bdict
self.assertTrue(m.parent is None)
self.assertTrue(bdict.parent is m)
self.assertTrue(b.parent is bdict)
self.assertTrue(model.parent is b)
self.assertTrue(s.parent is model)
self.assertEqual(s.local_name, "s")
self.assertEqual(s.name, "bdict[0].model.s")
def test_name(self):
s = suffix()
self.assertTrue(s.parent is None)
self.assertEqual(s.local_name, None)
self.assertEqual(s.name, None)
model = block()
model.s = s
self.assertTrue(model.parent is None)
self.assertTrue(s.parent is model)
self.assertEqual(s.local_name, "s")
self.assertEqual(s.name, "s")
b = block()
b.model = model
self.assertTrue(b.parent is None)
self.assertTrue(model.parent is b)
self.assertTrue(s.parent is model)
self.assertEqual(s.local_name, "s")
self.assertEqual(s.name, "model.s")
bdict = block_dict()
bdict[0] = b
self.assertTrue(bdict.parent is None)
self.assertTrue(b.parent is bdict)
self.assertTrue(model.parent is b)
self.assertTrue(s.parent is model)
self.assertEqual(s.local_name, "s")
self.assertEqual(s.name, "[0].model.s")
m = block()
m.bdict = bdict
self.assertTrue(m.parent is None)
self.assertTrue(bdict.parent is m)
self.assertTrue(b.parent is bdict)
self.assertTrue(model.parent is b)
self.assertTrue(s.parent is model)
self.assertEqual(s.local_name, "s")
self.assertEqual(s.name, "bdict[0].model.s")
def test_pickle(self):
p = parameter(value=1.0)
self.assertEqual(p.value, 1.0)
self.assertEqual(p.parent, None)
pup = pickle.loads(pickle.dumps(p))
self.assertEqual(pup.value, 1.0)
self.assertEqual(pup.parent, None)
b = block()
b.p = p
self.assertIs(p.parent, b)
bup = pickle.loads(pickle.dumps(b))
pup = bup.p
self.assertEqual(pup.value, 1.0)
self.assertIs(pup.parent, bup)
def test_pickle(self):
f = functional_value()
self.assertIs(f.fn, None)
self.assertIs(f.parent, None)
fup = pickle.loads(
pickle.dumps(f))
self.assertIs(fup.fn, None)
self.assertIs(fup.parent, None)
b = block()
b.f = f
self.assertIs(f.parent, b)
bup = pickle.loads(
pickle.dumps(b))
fup = bup.f
self.assertIs(fup.fn, None)
self.assertIs(fup.parent, bup)
def test_to_string(self):
b = block()
p = parameter()
e = noclone(p**2)
self.assertEqual(str(e.expr), "<parameter>**2")
self.assertEqual(str(e), "{(<parameter>**2)}")
self.assertEqual(e.to_string(), "(<parameter>**2)")
self.assertEqual(e.to_string(verbose=False), "(<parameter>**2)")
self.assertEqual(e.to_string(verbose=True), "{pow(<parameter>, 2)}")
b.e = e
b.p = p
self.assertNotEqual(p.name, None)
self.assertEqual(e.to_string(verbose=True), "{pow("+p.name+", 2)}")
self.assertEqual(e.to_string(verbose=True), "{pow(p, 2)}")
del b.e
del b.p
def test_pickle(self):
p = parameter(value=1.0)
self.assertEqual(p.value, 1.0)
self.assertIs(p.parent, None)
pup = pickle.loads(
pickle.dumps(p))
self.assertEqual(pup.value, 1.0)
self.assertIs(pup.parent, None)
b = block()
b.p = p
self.assertIs(p.parent, b)
bup = pickle.loads(
pickle.dumps(b))
pup = bup.p
self.assertEqual(pup.value, 1.0)
self.assertIs(pup.parent, bup)
def test_pickle(self):
c = ComponentMap()
self.assertEqual(len(c), 0)
cup = pickle.loads(
pickle.dumps(c))
self.assertIsNot(cup, c)
self.assertEqual(len(cup), 0)
v = variable()
c[v] = 1.0
self.assertEqual(len(c), 1)
self.assertEqual(c[v], 1.0)
cup = pickle.loads(
pickle.dumps(c))
vup = list(cup.keys())[0]
self.assertIsNot(cup, c)
self.assertIsNot(vup, v)
self.assertEqual(len(cup), 1)
self.assertEqual(cup[vup], 1)
self.assertEqual(vup.parent, None)
b = block()
V = b.V = variable_list()
b.V.append(v)
b.c = c
self.assertEqual(len(c), 1)
self.assertEqual(c[v], 1.0)
self.assertIs(v.parent, b.V)
self.assertIs(V.parent, b)
self.assertIs(b.parent, None)
bup = pickle.loads(
pickle.dumps(b))
Vup = bup.V
vup = Vup[0]
cup = bup.c
self.assertIsNot(cup, c)
self.assertIsNot(vup, v)
self.assertIsNot(Vup, V)
self.assertIsNot(bup, b)
self.assertEqual(len(cup), 1)
self.assertEqual(cup[vup], 1)
self.assertIs(vup.parent, Vup)
self.assertIs(Vup.parent, bup)
self.assertIs(bup.parent, None)
self.assertEqual(len(c), 1)
self.assertEqual(c[v], 1)
def test_active(self):
A = numpy.ones((2,2))
ctuple = matrix_constraint(A)
self.assertEqual(ctuple.active, True)
for c in ctuple:
self.assertEqual(c.active, True)
ctuple.deactivate()
self.assertEqual(ctuple.active, False)
for c in ctuple:
self.assertEqual(c.active, True)
ctuple.deactivate(shallow=False)
self.assertEqual(ctuple.active, False)
for c in ctuple:
self.assertEqual(c.active, False)
ctuple[0].activate()
self.assertEqual(ctuple.active, False)
self.assertEqual(ctuple[0].active, True)
self.assertEqual(ctuple[1].active, False)
ctuple.activate()
self.assertEqual(ctuple.active, True)
self.assertEqual(ctuple[0].active, True)
self.assertEqual(ctuple[1].active, False)
ctuple.activate(shallow=False)
self.assertEqual(ctuple.active, True)
for c in ctuple:
self.assertEqual(c.active, True)
b = block()
self.assertEqual(b.active, True)
b.deactivate()
self.assertEqual(b.active, False)
b.c = ctuple
self.assertEqual(ctuple.active, True)
self.assertEqual(b.active, False)
ctuple.deactivate()
self.assertEqual(ctuple.active, False)
self.assertEqual(b.active, False)
b.activate()
self.assertEqual(ctuple.active, False)
self.assertEqual(b.active, True)
b.activate(shallow=False)
self.assertEqual(ctuple.active, True)
self.assertEqual(b.active, True)
b.deactivate(shallow=False)
self.assertEqual(ctuple.active, False)
self.assertEqual(b.active, False)
def test_to_string(self):
b = block()
e = self._ctype_factory()
label = str(e)
self.assertNotEqual(label, None)
self.assertEqual(e.name, None)
self.assertEqual(str(e.expr), "None")
self.assertEqual(str(e), label)
self.assertEqual(e.to_string(), label+"{Undefined}")
self.assertEqual(e.to_string(verbose=False), label+"{Undefined}")
self.assertEqual(e.to_string(verbose=True), label+"{Undefined}")
b.e = e
self.assertNotEqual(e.name, None)
self.assertEqual(e.to_string(verbose=True), "e{Undefined}")
del b.e
self.assertEqual(e.name, None)
e.expr = 1
self.assertEqual(str(e.expr), "1")
self.assertEqual(str(e), label)
self.assertEqual(e.to_string(), "1")
self.assertEqual(e.to_string(verbose=False), "1")
self.assertEqual(e.to_string(verbose=True), label+"{1}")
b.e = e
self.assertNotEqual(e.name, None)
self.assertEqual(e.to_string(verbose=True), "e{1}")
del b.e
self.assertEqual(e.name, None)
p = parameter()
e.expr = p**2
self.assertEqual(str(e.expr), "<parameter>**2")
self.assertEqual(str(e), label)
self.assertEqual(e.to_string(), "(<parameter>**2)")
self.assertEqual(e.to_string(verbose=False), "(<parameter>**2)")
self.assertEqual(e.to_string(verbose=True), label+"{pow(<parameter>, 2)}")
b.e = e
b.p = p
self.assertNotEqual(e.name, None)
self.assertNotEqual(p.name, None)
self.assertEqual(e.to_string(verbose=True), e.name+"{pow("+p.name+", 2)}")
self.assertEqual(e.to_string(verbose=True), "e{pow(p, 2)}")
del b.e
del b.p
def test_pickle(self):
e = self._ctype_factory(expr=1.0)
self.assertEqual(type(e.expr), float)
self.assertEqual(e.expr, 1.0)
self.assertEqual(e.parent, None)
eup = pickle.loads(
pickle.dumps(e))
self.assertEqual(type(eup.expr), float)
self.assertEqual(eup.expr, 1.0)
self.assertEqual(eup.parent, None)
b = block()
b.e = e
self.assertIs(e.parent, b)
bup = pickle.loads(
pickle.dumps(b))
eup = bup.e
self.assertEqual(type(eup.expr), float)
self.assertEqual(eup.expr, 1.0)
self.assertIs(eup.parent, bup)
def test_dill(self):
p = parameter(1)
f = functional_value(lambda: p())
self.assertEqual(f(), 1)
fup = dill.loads(
dill.dumps(f))
p.value = 2
self.assertEqual(f(), 2)
self.assertEqual(fup(), 1)
b = block()
b.p = p
b.f = f
self.assertEqual(b.f(), 2)
bup = dill.loads(
dill.dumps(b))
fup = bup.f
b.p.value = 4
self.assertEqual(b.f(), 4)
self.assertEqual(bup.f(), 2)
bup.p.value = 4
self.assertEqual(bup.f(), 4)
def test_pickle(self):
c = self._object_factory()
self.assertIs(c.lb, None)
self.assertEqual(c.ub, 0)
self.assertIsNot(c.body, None)
self.assertIs(c.parent, None)
cup = pickle.loads(
pickle.dumps(c))
self.assertIs(cup.lb, None)
self.assertEqual(cup.ub, 0)
self.assertIsNot(cup.body, None)
self.assertIs(cup.parent, None)
b = block()
b.c = c
self.assertIs(c.parent, b)
bup = pickle.loads(
pickle.dumps(b))
cup = bup.c
self.assertIs(cup.lb, None)
self.assertEqual(cup.ub, 0)
self.assertIsNot(cup.body, None)
self.assertIs(cup.parent, bup)
def as_domain(cls, r, x):
"""Builds a conic domain. Input arguments take the
same form as those of the conic constraint, but in
place of each variable, one can optionally supply a
constant, linear expression, or None.
Returns
-------
block
A block object with the core conic constraint
(block.q) expressed using auxiliary variables
(block.r, block.x) linked to the input arguments
through auxiliary constraints (block.c).
"""
b = block()
b.r = variable(lb=0)
b.x = variable_tuple(
[variable() for i in range(len(x))])
b.c = _build_linking_constraints([r] + list(x),
[b.r] + list(b.x))
b.q = cls(r=b.r, x=b.x)
return b
def as_domain(cls, r, x1, x2):
"""Builds a conic domain. Input arguments take the
same form as those of the conic constraint, but in
place of each variable, one can optionally supply a
constant, linear expression, or None.
Returns
-------
block
A block object with the core conic constraint
(block.q) expressed using auxiliary variables
(block.r, block.x1, block.x2) linked to the
input arguments through auxiliary constraints
(block.c).
"""
b = block()
b.r = variable(lb=0)
b.x1 = variable()
b.x2 = variable(ub=0)
b.c = _build_linking_constraints([r,x1,x2],
[b.r,b.x1,b.x2])
b.q = cls(r=b.r, x1=b.x1, x2=b.x2)
return b
