def __init__(self):
color1, color2 = sg.sample_color(2)
objs1 = tg.Select(color=color1, when=sg.random_when())
objs2 = tg.Select(color=color2, when=sg.random_when())
a1 = tg.GetShape(objs1)
a2 = tg.GetShape(objs2)
self._operator = tg.IsSame(a1, a2)
def __init__(self):
color1, color2, color3 = sg.sample_color(3)
objs1 = tg.Select(color=color1, when='latest')
shape1 = tg.GetShape(objs1)
objs2 = tg.Select(color=color2, shape=shape1, when='now')
self._operator = tg.Go(objs2)
self._color1, self._color2, self._color3 = color1, color2, color3
def __init__(self):
shape1, shape2 = sg.sample_shape(2)
objs1 = tg.Select(shape=shape1, when=sg.random_when())
objs2 = tg.Select(shape=shape2, when=sg.random_when())
a1 = tg.GetColor(objs1)
a2 = tg.GetColor(objs2)
self._operator = tg.IsSame(a1, a2)
def __init__(self):
shape1, shape2 = sg.sample_shape(2)
objs1 = tg.Select(shape=shape1, when='now')
objs2 = tg.Select(shape=shape2, when=sg.random_when())
self._operator = tg.Switch(tg.Exist(objs1),
tg.Go(objs1),
tg.Go(objs2),
both_options_avail=False)
def __init__(self):
color1, color2 = sg.sample_color(2)
objs1 = tg.Select(color=color1, when='now')
objs2 = tg.Select(color=color2, when=sg.random_when())
self._operator = tg.Switch(tg.Exist(objs1),
tg.Go(objs1),
tg.Go(objs2),
both_options_avail=False)
def testGenerateObjset(self):
objs1 = tg.Select(shape=sg.Shape('square'), when='last1')
objs2 = tg.Select(shape=sg.Shape('circle'), when='last1')
attr1 = tg.GetColor(objs1)
attr2 = tg.GetColor(objs2)
task = tg.Task(tg.IsSame(attr1, attr2))
task.generate_objset(n_epoch=20, n_distractor=3, average_memory_span=3)
def __init__(self):
shape1, shape2, shape3 = sg.sample_shape(3)
objs1 = tg.Select(shape=shape1, when='latest')
color1 = tg.GetColor(objs1)
objs2 = tg.Select(color=color1, shape=shape2, when='now')
self._operator = tg.Go(objs2)
self._shape1, self._shape2, self._shape3 = shape1, shape2, shape3
def __init__(self):
color1, color2 = sg.sample_color(2)
objs1 = tg.Select(color=color1, when=sg.random_when())
loc = tg.GetLoc(objs1)
objs2 = tg.Select(loc=loc,
color=color2,
when='now',
space_type=sg.random_space())
self._operator = tg.Exist(objs2)
def __init__(self):
shape1, shape2 = sg.sample_shape(2)
objs1 = tg.Select(shape=shape1, when=sg.random_when())
loc = tg.GetLoc(objs1)
objs2 = tg.Select(loc=loc,
shape=shape2,
when='now',
space_type=sg.random_space())
self._operator = tg.Exist(objs2)
def __init__(self):
attr1, attr2 = sg.sample_colorshape(2)
when2 = sg.random_when()
objs1 = tg.Select(color=attr1[0], shape=attr1[1], when='now')
objs2 = tg.Select(color=attr2[0], shape=attr2[1], when=when2)
self._operator = tg.Switch(tg.Exist(objs1),
tg.Go(objs1),
tg.Go(objs2),
both_options_avail=False)
def testSetChild(self):
objs1 = tg.Select(when='last1')
objs2 = tg.Select(when='now')
s1 = tg.GetShape(objs1)
s2 = tg.GetShape(objs2)
c1 = tg.GetColor(objs1)
c2 = tg.GetColor(objs2)
and1 = tg.And(tg.IsSame(s1, s2), tg.IsSame(c1, c2))
self.assertEqual(len(and1.child), 2)
def testGetShapeOf(self):
objs1 = tg.Select(color=sg.Color('blue'), when='last1')
shape = tg.GetShape(objs1)
objs2 = tg.Select(shape=shape, color=sg.Color('red'), when='now')
task = tg.Task(tg.Exist(objs2))
n_epoch = 5
objset = sg.ObjectSet(n_epoch=n_epoch)
for i_epoch in range(n_epoch):
objset = task.guess_objset(objset, i_epoch)
def __init__(self):
shape1, shape2, shape3, shape4 = sg.sample_shape(4)
objs1 = tg.Select(shape=shape1, when=sg.random_when())
objs2 = tg.Select(shape=shape2, when=sg.random_when())
objs3 = tg.Select(shape=shape3, when=sg.random_when())
objs4 = tg.Select(shape=shape4, when=sg.random_when())
a1 = tg.GetColor(objs1)
a2 = tg.GetColor(objs2)
a3 = tg.GetColor(objs3)
a4 = tg.GetColor(objs4)
self._operator = tg.And(tg.IsSame(a1, a2), tg.IsSame(a3, a4))
def __init__(self):
color1, color2, color3, color4 = sg.sample_color(4)
objs1 = tg.Select(color=color1, when=sg.random_when())
objs2 = tg.Select(color=color2, when=sg.random_when())
objs3 = tg.Select(color=color3, when=sg.random_when())
objs4 = tg.Select(color=color4, when=sg.random_when())
a1 = tg.GetShape(objs1)
a2 = tg.GetShape(objs2)
a3 = tg.GetShape(objs3)
a4 = tg.GetShape(objs4)
self._operator = tg.And(tg.IsSame(a1, a2), tg.IsSame(a3, a4))
def testAndOperatorSize(self):
objs1 = tg.Select(when='last1')
objs2 = tg.Select(when='now')
s1 = tg.GetShape(objs1)
s2 = tg.GetShape(objs2)
c1 = tg.GetColor(objs1)
c2 = tg.GetColor(objs2)
and1 = tg.And(tg.IsSame(s1, s2), tg.IsSame(c1, c2))
task = tg.Task(and1)
self.assertEqual(task.operator_size, 9)
def testExistColorOfGuessObjset(self):
objs1 = tg.Select(shape=sg.Shape('circle'), when='last1')
color = tg.GetColor(objs1)
objs2 = tg.Select(color=color, shape=sg.Shape('square'), when='now')
task = tg.Task(tg.Exist(objs2))
n_epoch = 10
objset = sg.ObjectSet(n_epoch=n_epoch)
objset = task.guess_objset(objset, 1, should_be=True)
objset = task.guess_objset(objset, 3, should_be=False)
self.assertTrue(task(objset, 1))
self.assertFalse(task(objset, 3))
def __init__(self):
attr1, attr2 = sg.sample_colorshape(2)
objs1 = tg.Select(color=attr1[0],
shape=attr1[1],
when=sg.random_when())
loc = tg.GetLoc(objs1)
objs2 = tg.Select(loc=loc,
color=attr2[0],
shape=attr2[1],
when='now',
space_type=sg.random_space())
self._operator = tg.Exist(objs2)
def testExistColorOfGuessObjsetManyEpochs(self):
objs1 = tg.Select(shape=sg.Shape('circle'), when='last1')
color = tg.GetColor(objs1)
objs2 = tg.Select(color=color, shape=sg.Shape('square'), when='now')
task = tg.Task(tg.Exist(objs2))
n_epoch = 100
objset = sg.ObjectSet(n_epoch=n_epoch)
for i in range(1, n_epoch)[::-1]:
should_be = random.random() > 0.5
objset = task.guess_objset(objset, i, should_be=should_be)
self.assertEqual(task(objset, i), should_be)
def __init__(self):
attr1, attr2, attr3 = sg.sample_colorshape(3)
objs1 = tg.Select(color=attr1[0], shape=attr1[1], when='now')
objs2 = tg.Select(color=attr2[0], shape=attr2[1], when='now')
objs3 = tg.Select(color=attr3[0],
shape=attr3[1],
when=sg.random_when())
bool1 = tg.And(tg.Exist(objs1), tg.Exist(objs2))
self._operator = tg.Switch(bool1,
tg.Go(objs1),
tg.Go(objs3),
both_options_avail=False)
def testExistColorSpaceGuessObjsetManyEpochs(self):
objs1 = tg.Select(color=sg.Color('red'), when='last1')
loc = tg.GetLoc(objs1)
objs2 = tg.Select(loc=loc,
color=sg.Color('blue'),
when='now',
space_type='left')
task = tg.Task(tg.Exist(objs2))
n_epoch = 10
objset = sg.ObjectSet(n_epoch=n_epoch)
objset = task.guess_objset(objset, 2, should_be=False)
objset = task.guess_objset(objset, 1, should_be=True)
self.assertFalse(task(objset, 2))
self.assertTrue(task(objset, 1))
def __init__(self):
color1, color2, color3, color4 = sg.sample_color(4)
objs1 = tg.Select(color=color1, when=sg.random_when())
loc = tg.GetLoc(objs1)
objs2 = tg.Select(loc=loc,
color=color2,
when='now',
space_type=sg.random_space())
bool1 = tg.Exist(objs2)
objs3 = tg.Select(color=color3)
objs4 = tg.Select(color=color4)
go1 = tg.Go(objs3)
go2 = tg.Go(objs4)
self._operator = tg.Switch(bool1, go1, go2, both_options_avail=True)
def __init__(self):
shape1, shape2, shape3, shape4 = sg.sample_shape(4)
objs1 = tg.Select(shape=shape1, when=sg.random_when())
loc = tg.GetLoc(objs1)
objs2 = tg.Select(loc=loc,
shape=shape2,
when='now',
space_type=sg.random_space())
bool1 = tg.Exist(objs2)
objs3 = tg.Select(shape=shape3)
objs4 = tg.Select(shape=shape4)
go1 = tg.Go(objs3)
go2 = tg.Go(objs4)
self._operator = tg.Switch(bool1, go1, go2, both_options_avail=True)
def testIsSameGuessObjsetLast1(self):
objset = sg.ObjectSet(n_epoch=10)
objs1 = tg.Select(shape=sg.Shape('square'), when='last1')
objs2 = tg.Select(shape=sg.Shape('circle'), when='last1')
attr1 = tg.GetColor(objs1)
attr2 = tg.GetColor(objs2)
task = tg.Task(tg.IsSame(attr1, attr2))
objset = task.guess_objset(objset, epoch_now=1, should_be=True)
self.assertEqual(2, len(objset.select(epoch_now=0, when='now')))
c1 = objset.select(epoch_now=0, shape=sg.Shape('square'),
when='now')[0].color
c2 = objset.select(epoch_now=0, shape=sg.Shape('circle'),
when='now')[0].color
self.assertEqual(c1, c2)
def testExistSpaceGuessObjset(self):
# When should_be is False, there is a
objset = sg.ObjectSet(n_epoch=10)
objs1 = tg.Select(color=sg.Color('red'), when='now')
loc = tg.GetLoc(objs1)
objs2 = tg.Select(loc=loc,
color=sg.Color('blue'),
when='now',
space_type='left')
task = tg.Task(tg.Exist(objs2))
for epoch_now in range(1, 10)[::-1]:
should_be = random.random() > 0.5
objset = task.guess_objset(objset, epoch_now, should_be=should_be)
self.assertEqual(task(objset, epoch_now), should_be)
def testTopoSort(self):
objs = tg.Select()
color = tg.GetColor(objs)
task = tg.Task(color)
sorted_nodes = task.topological_sort()
self.assertListEqual(sorted_nodes, [color, objs])
def testExistColorSpaceGuessObjset(self):
for space_type in ['left', 'right', 'top', 'bottom']:
objs1 = tg.Select(color=sg.Color('red'), when='now')
loc = tg.GetLoc(objs1)
objs2 = tg.Select(loc=loc,
color=sg.Color('blue'),
when='now',
space_type=space_type)
task = tg.Task(tg.Exist(objs2))
n_epoch = 100
objset = sg.ObjectSet(n_epoch=n_epoch)
for i in range(0, n_epoch)[::-1]:
should_be = random.random() > 0.5
objset = task.guess_objset(objset, i, should_be=should_be)
self.assertEqual(task(objset, i), should_be)
def testGetSpaceGuessObjset(self):
objs1 = tg.Select(color=sg.Color('red'), when='last1')
loc = tg.GetLoc(objs1)
objs2 = tg.Select(loc=loc,
color=sg.Color('blue'),
when='now',
space_type='left')
task = tg.Task(tg.GetShape(objs2))
n_epoch = 2
objset = sg.ObjectSet(n_epoch=n_epoch)
for i_epoch in range(n_epoch)[::-1]:
objset = task.guess_objset(objset, i_epoch)
o1 = objset.select(0, color=sg.Color('red'), when='now')[0]
o2 = objset.select(1, color=sg.Color('blue'), when='now')[0]
self.assertLess(o2.loc.value[0], o1.loc.value[0])
def testIsFinal(self):
objs1 = tg.Select(color=sg.Color('red'),
shape=sg.Shape('square'),
when='now')
objs2 = tg.Select(color=sg.Color('blue'),
shape=sg.Shape('square'),
when='now')
objs3 = tg.Select(shape=sg.Shape('circle'), when='last1')
bool1 = tg.Exist(objs1)
go1 = tg.Go(objs2)
go2 = tg.Go(objs3)
op = tg.Switch(bool1, go1, go2, both_options_avail=False)
self.assertFalse(op.parent)
self.assertTrue(bool1.parent)
self.assertTrue(go1.parent)
def __init__(self):
color1, color2, color3 = sg.sample_color(3)
shape3, shape4 = sg.sample_shape(2)
when1 = sg.random_when()
when2 = sg.random_when()
objs1 = tg.Select(color=color1, when=when1)
objs2 = tg.Select(color=color2, when=when2)
s1 = tg.GetShape(objs1)
s2 = tg.GetShape(objs2)
bool1 = tg.IsSame(s1, s2)
objs3 = tg.Select(color=color3, shape=shape3)
objs4 = tg.Select(color=color3, shape=shape4)
go1 = tg.Go(objs3)
go2 = tg.Go(objs4)
self._operator = tg.Switch(bool1, go1, go2, both_options_avail=True)
def testGetAllNodes(self):
objs = tg.Select()
color = tg.GetColor(objs)
task = tg.Task(color)
all_nodes = task._all_nodes
for op in [objs, color]:
self.assertIn(op, all_nodes)