def test_node_left(self):
"""Test that a Node's left attribute contains the child corresponding
to the operator's signature at position 0.
"""
def func(t): SomeType(arg=t.arg)
signature = (SomeType,)
dtype = SomeType
source = (SomeType(arg=i) for i in xrange(666))
basis_op = BasisOperator(
func=func, signature=signature, dtype=dtype
)
terminal_op = TerminalOperator(source=source, dtype=dtype)
basis_node = Node(operator=basis_op)
terminal_node = Node(operator=terminal_op)
basis_node.add_child(child=terminal_node, position=0)
self.assertIs(basis_node.left, terminal_node)
def test_node_right(self):
"""Test that a Node's right attribute contains all the children
corresponding to the nonzero signature positions, reversed.
"""
def func(t, u, v): SomeType(arg=t.arg + u.arg + v.arg)
signature = (SomeType, SomeOtherType, SomeType)
basis_dtype = SomeType
source_1 = (SomeOtherType(arg=i) for i in xrange(666))
terminal_1_dtype = SomeOtherType
source_2 = (SomeType(arg=i) for i in xrange(666))
terminal_2_dtype = SomeType
basis_op = BasisOperator(
func=func, signature=signature, dtype=basis_dtype
)
terminal_op_1 = TerminalOperator(
source=source_1, dtype=terminal_1_dtype
)
terminal_op_2 = TerminalOperator(
source=source_2, dtype=terminal_2_dtype
)
basis_node = Node(operator=basis_op)
terminal_node_1 = Node(operator=terminal_op_2)
terminal_node_2 = Node(operator=terminal_op_1)
terminal_node_3 = Node(operator=terminal_op_2)
basis_node.add_child(child=terminal_node_1, position=0)
self.assertIsNone(basis_node.right)
basis_node.add_child(child=terminal_node_2, position=1)
self.assertTupleEqual(
basis_node.right, (None, terminal_node_2)
)
basis_node.add_child(child=terminal_node_3, position=2)
self.assertTupleEqual(
basis_node.right, (terminal_node_3, terminal_node_2)
)
def test_unary_tree_iter(self):
"""Test that a trivial tree (a singly-linked list, really) behaves as
expected upon iteration. The tree looks like this:
node_3
|
node_2
|
node_1
The expected iteration is post-order depth-first, the nodes in the
diagram are numbered accordingly.
"""
def identity(a): return a
id_op_1 = BasisOperator(func=identity, signature=(int,), dtype=int)
id_op_2 = BasisOperator(func=identity, signature=(int,), dtype=int)
x = TerminalOperator(source=xrange(10), dtype=int)
node_1 = Node(operator=x)
node_2 = Node(operator=id_op_2)
node_3 = Node(operator=id_op_1)
node_3.add_child(child=node_2, position=0)
node_2.add_child(child=node_1, position=0)
tree = Tree(root=node_3)
tree_iter = iter(tree)
iter_0 = tree_iter.next()
iter_1 = tree_iter.next()
iter_2 = tree_iter.next()
self.assertRaises(StopIteration, tree_iter.next)
self.assertIs(iter_0, node_1)
self.assertIs(iter_1, node_2)
self.assertIs(iter_2, node_3)
def test_multi_arity_tree_iter_3(self):
"""Test a iteration over a different multi-arity tree. The tree looks
like this:
node_6
/ \
node_4 node_5
/ | \
node_1 node_2 node_3
The expected iteration is post-order depth-first, the nodes in the
diagram are numbered accordingly.
"""
def arity_3(a, b, c): return a + b + c
def arity_2(a, b): return a + b
arity_3_op = BasisOperator(
func=arity_3, signature=(int, int, int), dtype=int
)
arity_2_op = BasisOperator(
func=arity_2, signature=(int, int), dtype=int
)
terminal_a_op = TerminalOperator(source=xrange(10), dtype=int)
terminal_b_op = TerminalOperator(source=xrange(10), dtype=int)
terminal_c_op = TerminalOperator(source=xrange(10), dtype=int)
terminal_d_op = TerminalOperator(source=xrange(10), dtype=int)
node_1 = Node(operator=terminal_a_op)
node_2 = Node(operator=terminal_b_op)
node_3 = Node(operator=terminal_c_op)
node_4 = Node(operator=arity_3_op)
node_5 = Node(operator=terminal_d_op)
node_6 = Node(operator=arity_2_op)
node_6.add_child(child=node_4, position=0)
node_6.add_child(child=node_5, position=1)
node_4.add_child(child=node_1, position=0)
node_4.add_child(child=node_2, position=1)
node_4.add_child(child=node_3, position=2)
tree = Tree(root=node_6)
tree_iter = iter(tree)
iter_0 = tree_iter.next()
iter_1 = tree_iter.next()
iter_2 = tree_iter.next()
iter_3 = tree_iter.next()
iter_4 = tree_iter.next()
iter_5 = tree_iter.next()
self.assertRaises(StopIteration, tree_iter.next)
self.assertIs(iter_0, node_1)
self.assertIs(iter_1, node_2)
self.assertIs(iter_2, node_3)
self.assertIs(iter_3, node_4)
self.assertIs(iter_4, node_5)
self.assertIs(iter_5, node_6)
def test_multi_arity_tree_iter_1(self):
"""Test that a nontrivial tree composed of operators having arbitrary
arity behaves as expected upon iteration. The tree looks like this:
node_14
/ | \
node_5 node_6 node_13
/ \ / \
node_1 node_4 node_7 node_12
/ \ / \
node_2 node_3 node_10 node_11
/ \
node_8 node_9
The expected iteration is post-order depth-first, the nodes in the
diagram are numbered accordingly.
"""
def arity_3(a, b, c): return a + b + c
def arity_2a(a, b): return a + b
def arity_2b(a, b): return a + b
def arity_2c(a, b): return a + b
def arity_2d(a, b): return a + b
def arity_2e(a, b): return a + b
arity_3_op = BasisOperator(
func=arity_3, signature=(int, int, int), dtype=int
)
arity_2a_op = BasisOperator(
func=arity_2a, signature=(int, int), dtype=int
)
arity_2b_op = BasisOperator(
func=arity_2b, signature=(int, int), dtype=int
)
arity_2c_op = BasisOperator(
func=arity_2c, signature=(int, int), dtype=int
)
arity_2d_op = BasisOperator(
func=arity_2d, signature=(int, int), dtype=int
)
arity_2e_op = BasisOperator(
func=arity_2e, signature=(int, int), dtype=int
)
terminal_a_op = TerminalOperator(source=xrange(10), dtype=int)
terminal_b_op = TerminalOperator(source=xrange(10), dtype=int)
terminal_c_op = TerminalOperator(source=xrange(10), dtype=int)
terminal_d_op = TerminalOperator(source=xrange(10), dtype=int)
terminal_e_op = TerminalOperator(source=xrange(10), dtype=int)
terminal_f_op = TerminalOperator(source=xrange(10), dtype=int)
terminal_g_op = TerminalOperator(source=xrange(10), dtype=int)
terminal_h_op = TerminalOperator(source=xrange(10), dtype=int)
node_1 = Node(operator=terminal_a_op)
node_2 = Node(operator=terminal_b_op)
node_3 = Node(operator=terminal_c_op)
node_4 = Node(operator=arity_2b_op)
node_5 = Node(operator=arity_2a_op)
node_6 = Node(operator=terminal_g_op)
node_7 = Node(operator=terminal_h_op)
node_8 = Node(operator=terminal_d_op)
node_9 = Node(operator=terminal_e_op)
node_10 = Node(operator=arity_2e_op)
node_11 = Node(operator=terminal_f_op)
node_12 = Node(operator=arity_2d_op)
node_13 = Node(operator=arity_2c_op)
node_14 = Node(operator=arity_3_op)
node_14.add_child(child=node_5, position=0)
node_14.add_child(child=node_6, position=1)
node_14.add_child(child=node_13, position=2)
node_5.add_child(child=node_1, position=0)
node_5.add_child(child=node_4, position=1)
node_4.add_child(child=node_2, position=0)
node_4.add_child(child=node_3, position=1)
node_13.add_child(child=node_7, position=0)
node_13.add_child(child=node_12, position=1)
node_12.add_child(child=node_10, position=0)
node_12.add_child(child=node_11, position=1)
node_10.add_child(child=node_8, position=0)
node_10.add_child(child=node_9, position=1)
tree = Tree(root=node_14)
tree_iter = iter(tree)
iter_0 = tree_iter.next()
iter_1 = tree_iter.next()
iter_2 = tree_iter.next()
iter_3 = tree_iter.next()
iter_4 = tree_iter.next()
iter_5 = tree_iter.next()
iter_6 = tree_iter.next()
iter_7 = tree_iter.next()
iter_8 = tree_iter.next()
iter_9 = tree_iter.next()
iter_10 = tree_iter.next()
iter_11 = tree_iter.next()
iter_12 = tree_iter.next()
iter_13 = tree_iter.next()
self.assertRaises(StopIteration, tree_iter.next)
self.assertIs(iter_0, node_1)
self.assertIs(iter_1, node_2)
self.assertIs(iter_2, node_3)
self.assertIs(iter_3, node_4)
self.assertIs(iter_4, node_5)
self.assertIs(iter_5, node_6)
self.assertIs(iter_6, node_7)
self.assertIs(iter_7, node_8)
self.assertIs(iter_8, node_9)
self.assertIs(iter_9, node_10)
self.assertIs(iter_10, node_11)
self.assertIs(iter_11, node_12)
self.assertIs(iter_12, node_13)
self.assertIs(iter_13, node_14)
def test_binary_tree_iter(self):
"""Test that iteration behaves as expected on an arity 2 tree with
nontrivial structure. The tree looks like this:
node_11
/ \
node_5 node_10
/ \ / \
node_1 node_4 node_6 node_9
/ \ / \
node_2 node_3 node_7 node_8
The expected iteration is post-order depth-first, the nodes in the
diagram are numbered accordingly.
"""
def add(a, b): return a + b
def sub(a, b): return a - b
def mul(a, b): return a * b
def div(a, b): return a / b
add_op = BasisOperator(func=add, signature=(int, int), dtype=int)
sub_op = BasisOperator(func=sub, signature=(int, int), dtype=int)
mul_op = BasisOperator(func=mul, signature=(int, int), dtype=int)
div_op = BasisOperator(func=div, signature=(int, int), dtype=int)
x = TerminalOperator(source=xrange(10), dtype=int)
y = TerminalOperator(source=xrange(10), dtype=int)
z = TerminalOperator(source=xrange(10), dtype=int)
three = TerminalOperator(source=(3 for _ in xrange(10)), dtype=int)
four = TerminalOperator(source=(4 for _ in xrange(10)), dtype=int)
five = TerminalOperator(source=(5 for _ in xrange(10)), dtype=int)
node_1 = Node(operator=x)
node_2 = Node(operator=three)
node_3 = Node(operator=four)
node_4 = Node(operator=mul_op)
node_5 = Node(operator=sub_op)
node_6 = Node(operator=z)
node_7 = Node(operator=y)
node_8 = Node(operator=five)
node_9 = Node(operator=div_op)
node_10 = Node(operator=mul_op)
node_11 = Node(operator=add_op)
node_11.add_child(child=node_5, position=0)
node_11.add_child(child=node_10, position=1)
node_5.add_child(child=node_1, position=0)
node_5.add_child(child=node_4, position=1)
node_4.add_child(child=node_2, position=0)
node_4.add_child(child=node_3, position=1)
node_10.add_child(child=node_6, position=0)
node_10.add_child(child=node_9, position=1)
node_9.add_child(child=node_7, position=0)
node_9.add_child(child=node_8, position=1)
tree = Tree(root=node_11)
tree_iter = iter(tree)
iter_0 = tree_iter.next()
iter_1 = tree_iter.next()
iter_2 = tree_iter.next()
iter_3 = tree_iter.next()
iter_4 = tree_iter.next()
iter_5 = tree_iter.next()
iter_6 = tree_iter.next()
iter_7 = tree_iter.next()
iter_8 = tree_iter.next()
iter_9 = tree_iter.next()
iter_10 = tree_iter.next()
self.assertRaises(StopIteration, tree_iter.next)
self.assertIs(iter_0, node_1)
self.assertIs(iter_1, node_2)
self.assertIs(iter_2, node_3)
self.assertIs(iter_3, node_4)
self.assertIs(iter_4, node_5)
self.assertIs(iter_5, node_6)
self.assertIs(iter_6, node_7)
self.assertIs(iter_7, node_8)
self.assertIs(iter_8, node_9)
self.assertIs(iter_9, node_10)
self.assertIs(iter_10, node_11)
