def test_component(self):
s = brica1.VirtualTimeSyncScheduler(1.0)
ca = brica1.CognitiveArchitecture(s)
zero = numpy.zeros(3, dtype=numpy.short)
v = numpy.array([1, 2, 3], dtype=numpy.short)
CompA = brica1.ConstantComponent()
CompB = brica1.PipeComponent()
CompC = brica1.NullComponent()
ModA = brica1.Module()
ModA.add_component("CompA", CompA)
ModA.add_component("CompB", CompB)
ModA.add_component("CompC", CompC)
CompA.set_state("out", v)
CompA.make_out_port("out", 3)
CompB.make_in_port("in", 3)
CompB.connect(CompA, "out", "in")
CompB.make_out_port("out", 3)
CompB.set_map("in", "out")
CompC.make_in_port("in", 3)
CompC.connect(CompB, "out", "in")
ca.add_submodule("ModA", ModA)
self.assertTrue((CompA.get_state("out") == v).all())
self.assertIsNot(CompA.get_state("out"), v)
self.assertTrue((CompA.get_out_port("out").buffer == zero).all())
self.assertTrue((CompB.get_in_port("in").buffer == zero).all())
self.assertTrue((CompB.get_out_port("out").buffer == zero).all())
self.assertTrue((CompC.get_in_port("in").buffer == zero).all())
ca.step()
self.assertTrue((CompA.get_out_port("out").buffer == v ).all())
self.assertTrue((CompB.get_in_port("in").buffer == zero).all())
self.assertTrue((CompB.get_out_port("out").buffer == zero).all())
self.assertTrue((CompC.get_in_port("in").buffer == zero).all())
ca.step()
self.assertTrue((CompA.get_out_port("out").buffer == v ).all())
self.assertTrue((CompB.get_in_port("in").buffer == v ).all())
self.assertTrue((CompB.get_out_port("out").buffer == v ).all())
self.assertTrue((CompC.get_in_port("in").buffer == zero).all())
ca.step()
self.assertTrue((CompA.get_out_port("out").buffer == v).all())
self.assertTrue((CompB.get_in_port("in").buffer == v).all())
self.assertTrue((CompB.get_out_port("out").buffer == v).all())
self.assertTrue((CompC.get_in_port("in").buffer == v).all())
def _(bm):
s = brica1.VirtualTimeSyncScheduler(1.0)
agent = brica1.Agent(s)
compA = brica1.ConstantComponent()
compB = brica1.NullComponent()
mod = brica1.Module();
mod.add_component('compA', compA)
mod.add_component('compB', compB)
compA.make_out_port('out', 256*256*3)
compB.make_in_port('in', 256*256*3)
brica1.connect((compA, 'out'), (compB, 'in'))
agent.add_submodule('mod', mod)
for _ in bm:
agent.step()
self.make_in_port("in1", n_in)
self.make_out_port("out0", 1)
def fire(self):
x = self.inputs["in0"]
y = self.inputs["in1"]
self.results["out0"] = (x == y)
# Load iris dataset
iris = datasets.load_iris()
X = iris.data[:, :2]
y = iris.target
# Setup data feeder component
feeder = brica1.ConstantComponent()
feeder.make_out_port("out0", 2)
# Setup components
svm = SVMComponent(2)
svm.fit(X, y)
RFC = RandomForestClassifierComponent(2)
RFC.fit(X, y)
SR = SVMvsRFC_Component(1)
# Connect the components
brica1.connect((feeder, "out0"), (svm, "in0"))
brica1.connect((feeder, "out0"), (RFC, "in0"))
brica1.connect((svm, "out0"), (SR, "in0"))
def test_nested(self):
s = brica1.VirtualTimeScheduler()
ca = brica1.CognitiveArchitecture(s)
zero = numpy.zeros(3, dtype=numpy.short)
v = numpy.array([1, 2, 3], dtype=numpy.short)
CompA = brica1.ConstantComponent()
CompB = brica1.PipeComponent()
CompC = brica1.NullComponent()
CompA.offset = 2.0
CompB.offset = 0.0
CompC.offset = 1.0
CompA.interval = 5.0
CompB.interval = 5.0
CompC.interval = 5.0
ModA = brica1.Module()
ModB = brica1.Module()
ModC = brica1.Module()
SupA = brica1.Module()
SupB = brica1.Module()
SupC = brica1.Module()
Top = brica1.Module()
CompA.set_state("out", v)
CompA.make_out_port("out", 3)
CompB.make_in_port("in", 3)
CompB.make_out_port("out", 3)
CompB.set_map("in", "out")
CompC.make_in_port("in", 3)
ModA.make_out_port("out", 3)
ModB.make_in_port("in", 3)
ModB.make_out_port("out", 3)
ModC.make_in_port("in", 3)
SupA.make_out_port("out", 3)
SupB.make_in_port("in", 3)
SupB.make_out_port("out", 3)
SupC.make_in_port("in", 3)
SupA.add_submodule("ModA", ModA)
SupB.add_submodule("ModB", ModB)
SupC.add_submodule("ModC", ModC)
ModA.add_component("CompA", CompA)
ModB.add_component("CompB", CompB)
ModC.add_component("CompC", CompC)
# Out ports must be aliased inside-out
CompA.alias_out_port(ModA, "out", "out")
ModA.alias_out_port(SupA, "out", "out")
# In ports must be aliased outside-in
ModB.alias_in_port(SupB, "in", "in")
CompB.alias_in_port(ModB, "in", "in")
# Out ports must be aliased inside-out
CompB.alias_out_port(ModB, "out", "out")
ModB.alias_out_port(SupB, "out", "out")
# In ports must be aliased outside-in
ModC.alias_in_port(SupC, "in", "in")
CompC.alias_in_port(ModC, "in", "in")
SupB.connect(SupA, "out", "in")
SupC.connect(SupB, "out", "in")
Top.add_submodule("SupA", SupA)
Top.add_submodule("SupB", SupB)
Top.add_submodule("SupC", SupC)
ca.add_submodule("Top", Top)
self.assertTrue((CompA.get_state("out") == v).all())
self.assertIsNot(CompA.get_state("out"), v)
self.assertTrue((CompA.get_out_port("out").buffer == zero).all())
self.assertTrue((CompB.get_in_port("in").buffer == zero).all())
self.assertTrue((CompB.get_out_port("out").buffer == zero).all())
self.assertTrue((CompC.get_in_port("in").buffer == zero).all())
self.assertTrue((ModA.get_out_port("out").buffer == zero).all())
self.assertTrue((ModB.get_in_port("in").buffer == zero).all())
self.assertTrue((ModB.get_out_port("out").buffer == zero).all())
self.assertTrue((ModC.get_in_port("in").buffer == zero).all())
self.assertTrue((SupA.get_out_port("out").buffer == zero).all())
self.assertTrue((SupB.get_in_port("in").buffer == zero).all())
self.assertTrue((SupB.get_out_port("out").buffer == zero).all())
self.assertTrue((SupC.get_in_port("in").buffer == zero).all())
time = ca.step()
self.assertTrue((CompA.get_out_port("out").buffer == zero).all())
self.assertTrue((CompB.get_in_port("in").buffer == zero).all())
self.assertTrue((CompB.get_out_port("out").buffer == zero).all())
self.assertTrue((CompC.get_in_port("in").buffer == zero).all())
self.assertTrue((ModA.get_out_port("out").buffer == zero).all())
self.assertTrue((ModB.get_in_port("in").buffer == zero).all())
self.assertTrue((ModB.get_out_port("out").buffer == zero).all())
self.assertTrue((ModC.get_in_port("in").buffer == zero).all())
self.assertTrue((SupA.get_out_port("out").buffer == zero).all())
self.assertTrue((SupB.get_in_port("in").buffer == zero).all())
self.assertTrue((SupB.get_out_port("out").buffer == zero).all())
self.assertTrue((SupC.get_in_port("in").buffer == zero).all())
self.assertEquals(time, 5.0)
time = ca.step()
self.assertTrue((CompA.get_out_port("out").buffer == zero).all())
self.assertTrue((CompB.get_in_port("in").buffer == zero).all())
self.assertTrue((CompB.get_out_port("out").buffer == zero).all())
self.assertTrue((CompC.get_in_port("in").buffer == zero).all())
self.assertTrue((ModA.get_out_port("out").buffer == zero).all())
self.assertTrue((ModB.get_in_port("in").buffer == zero).all())
self.assertTrue((ModB.get_out_port("out").buffer == zero).all())
self.assertTrue((ModC.get_in_port("in").buffer == zero).all())
self.assertTrue((SupA.get_out_port("out").buffer == zero).all())
self.assertTrue((SupB.get_in_port("in").buffer == zero).all())
self.assertTrue((SupB.get_out_port("out").buffer == zero).all())
self.assertTrue((SupC.get_in_port("in").buffer == zero).all())
self.assertEquals(time, 6.0)
time = ca.step()
self.assertTrue((CompA.get_out_port("out").buffer == v ).all())
self.assertTrue((CompB.get_in_port("in").buffer == zero).all())
self.assertTrue((CompB.get_out_port("out").buffer == zero).all())
self.assertTrue((CompC.get_in_port("in").buffer == zero).all())
self.assertTrue((ModA.get_out_port("out").buffer == v ).all())
self.assertTrue((ModB.get_in_port("in").buffer == zero).all())
self.assertTrue((ModB.get_out_port("out").buffer == zero).all())
self.assertTrue((ModC.get_in_port("in").buffer == zero).all())
self.assertTrue((SupA.get_out_port("out").buffer == v ).all())
self.assertTrue((SupB.get_in_port("in").buffer == zero).all())
self.assertTrue((SupB.get_out_port("out").buffer == zero).all())
self.assertTrue((SupC.get_in_port("in").buffer == zero).all())
self.assertEquals(time, 7.0)
time = ca.step()
self.assertTrue((CompA.get_out_port("out").buffer == v ).all())
self.assertTrue((CompB.get_in_port("in").buffer == v ).all())
self.assertTrue((CompB.get_out_port("out").buffer == zero).all())
self.assertTrue((CompC.get_in_port("in").buffer == zero).all())
self.assertTrue((ModA.get_out_port("out").buffer == v ).all())
self.assertTrue((ModB.get_in_port("in").buffer == v ).all())
self.assertTrue((ModB.get_out_port("out").buffer == zero).all())
self.assertTrue((ModC.get_in_port("in").buffer == zero).all())
self.assertTrue((SupA.get_out_port("out").buffer == v ).all())
self.assertTrue((SupB.get_in_port("in").buffer == v ).all())
self.assertTrue((SupB.get_out_port("out").buffer == zero).all())
self.assertTrue((SupC.get_in_port("in").buffer == zero).all())
self.assertEquals(time, 10.0)
time = ca.step()
self.assertTrue((CompA.get_out_port("out").buffer == v ).all())
self.assertTrue((CompB.get_in_port("in").buffer == v ).all())
self.assertTrue((CompB.get_out_port("out").buffer == zero).all())
self.assertTrue((CompC.get_in_port("in").buffer == zero).all())
self.assertTrue((ModA.get_out_port("out").buffer == v ).all())
self.assertTrue((ModB.get_in_port("in").buffer == v ).all())
self.assertTrue((ModB.get_out_port("out").buffer == zero).all())
self.assertTrue((ModC.get_in_port("in").buffer == zero).all())
self.assertTrue((SupA.get_out_port("out").buffer == v ).all())
self.assertTrue((SupB.get_in_port("in").buffer == v ).all())
self.assertTrue((SupB.get_out_port("out").buffer == zero).all())
self.assertTrue((SupC.get_in_port("in").buffer == zero).all())
self.assertEquals(time, 11.0)
time = ca.step()
self.assertTrue((CompA.get_out_port("out").buffer == v ).all())
self.assertTrue((CompB.get_in_port("in").buffer == v ).all())
self.assertTrue((CompB.get_out_port("out").buffer == zero).all())
self.assertTrue((CompC.get_in_port("in").buffer == zero).all())
self.assertTrue((ModA.get_out_port("out").buffer == v ).all())
self.assertTrue((ModB.get_in_port("in").buffer == v ).all())
self.assertTrue((ModB.get_out_port("out").buffer == zero).all())
self.assertTrue((ModC.get_in_port("in").buffer == zero).all())
self.assertTrue((SupA.get_out_port("out").buffer == v ).all())
self.assertTrue((SupB.get_in_port("in").buffer == v ).all())
self.assertTrue((SupB.get_out_port("out").buffer == zero).all())
self.assertTrue((SupC.get_in_port("in").buffer == zero).all())
self.assertEquals(time, 12.0)
time = ca.step()
self.assertTrue((CompA.get_out_port("out").buffer == v ).all())
self.assertTrue((CompB.get_in_port("in").buffer == v ).all())
self.assertTrue((CompB.get_out_port("out").buffer == v ).all())
self.assertTrue((CompC.get_in_port("in").buffer == zero).all())
self.assertTrue((ModA.get_out_port("out").buffer == v ).all())
self.assertTrue((ModB.get_in_port("in").buffer == v ).all())
self.assertTrue((ModB.get_out_port("out").buffer == v ).all())
self.assertTrue((ModC.get_in_port("in").buffer == zero).all())
self.assertTrue((SupA.get_out_port("out").buffer == v ).all())
self.assertTrue((SupB.get_in_port("in").buffer == v ).all())
self.assertTrue((SupB.get_out_port("out").buffer == v ).all())
self.assertTrue((SupC.get_in_port("in").buffer == zero).all())
self.assertEquals(time, 15.0)
time = ca.step()
self.assertTrue((CompA.get_out_port("out").buffer == v).all())
self.assertTrue((CompB.get_in_port("in").buffer == v).all())
self.assertTrue((CompB.get_out_port("out").buffer == v).all())
self.assertTrue((CompC.get_in_port("in").buffer == v).all())
self.assertTrue((ModA.get_out_port("out").buffer == v).all())
self.assertTrue((ModB.get_in_port("in").buffer == v).all())
self.assertTrue((ModB.get_out_port("out").buffer == v).all())
self.assertTrue((ModC.get_in_port("in").buffer == v).all())
self.assertTrue((SupA.get_out_port("out").buffer == v).all())
self.assertTrue((SupB.get_in_port("in").buffer == v).all())
self.assertTrue((SupB.get_out_port("out").buffer == v).all())
self.assertTrue((SupC.get_in_port("in").buffer == v).all())
self.assertEquals(time, 16.0)
time = ca.step()
self.assertTrue((CompA.get_out_port("out").buffer == v).all())
self.assertTrue((CompB.get_in_port("in").buffer == v).all())
self.assertTrue((CompB.get_out_port("out").buffer == v).all())
self.assertTrue((CompC.get_in_port("in").buffer == v).all())
self.assertTrue((ModA.get_out_port("out").buffer == v).all())
self.assertTrue((ModB.get_in_port("in").buffer == v).all())
self.assertTrue((ModB.get_out_port("out").buffer == v).all())
self.assertTrue((ModC.get_in_port("in").buffer == v).all())
self.assertTrue((SupA.get_out_port("out").buffer == v).all())
self.assertTrue((SupB.get_in_port("in").buffer == v).all())
self.assertTrue((SupB.get_out_port("out").buffer == v).all())
self.assertTrue((SupC.get_in_port("in").buffer == v).all())
self.assertEquals(time, 17.0)