def full_method(self):
# initialize tree
tree = Tree()
tree.size = 1
tree.depth = self.max_depth
tree.root = self.generate_func_node()
tree.tree_type = self.gen_config.get("tree_type", None)
# build tree via full method
self.full_method_build_tree(tree, tree.root, 0)
tree.update()
return tree
def test_edit_tree_inputs_and_terminals(self):
# TEST INPUTS AND TERMINALS
term_node_1 = Node(NodeType.CONSTANT, value=2.0)
term_node_2 = Node(NodeType.INPUT, name="x")
func_node = Node(NodeType.FUNCTION,
name="ADD",
arity=2,
branches=[term_node_1, term_node_2])
print "BEFORE:", func_node
tree = Tree()
tree.root = func_node
tree.depth = 3
editor.edit_tree(tree, tree.root, self.functions)
print "AFTER:", func_node
print
def test_edit_tree_zero_only(self):
# TEST CONTAINS ZERO
term_node_1 = Node(NodeType.CONSTANT, value=0.0)
term_node_2 = Node(NodeType.CONSTANT, value=1.0)
func_node = Node(NodeType.FUNCTION,
name="ADD",
arity=2,
branches=[term_node_1, term_node_2])
print "BEFORE:", func_node
tree = Tree()
tree.root = func_node
tree.depth = 3
editor.edit_tree(tree, tree.root, self.functions)
print "AFTER:", func_node
print
self.assertEquals(func_node.value, 1.0)
def test_edit_tree_inputs_and_terminals(self):
# TEST INPUTS AND TERMINALS
term_node_1 = Node(NodeType.CONSTANT, value=2.0)
term_node_2 = Node(NodeType.INPUT, name="x")
func_node = Node(
NodeType.FUNCTION,
name="ADD",
arity=2,
branches=[term_node_1, term_node_2]
)
print "BEFORE:", func_node
tree = Tree()
tree.root = func_node
tree.depth = 3
editor.edit_tree(tree, tree.root, self.functions)
print "AFTER:", func_node
print
def test_edit_tree_prune(self):
# TEST PRUNE
term_node_1 = Node(NodeType.CONSTANT, value=0.0)
term_node_2 = Node(NodeType.INPUT, name="x")
func_node = Node(NodeType.FUNCTION,
name="MUL",
arity=2,
branches=[term_node_1, term_node_2])
print "BEFORE:", func_node
tree = Tree()
tree.root = func_node
tree.depth = 3
editor.edit_tree(tree, tree.root, self.functions)
print "AFTER:", func_node
print
self.assertEquals(func_node.node_type, NodeType.CONSTANT)
self.assertIsNone(func_node.name)
self.assertEquals(func_node.value, 0)
def test_edit_tree_terminals_only(self):
# TEST TERMINALS ONLY
term_node_1 = Node(NodeType.CONSTANT, value=2.0)
term_node_2 = Node(NodeType.CONSTANT, value=1.0)
func_node = Node(
NodeType.FUNCTION,
name="ADD",
arity=2,
branches=[term_node_1, term_node_2]
)
print "BEFORE:", func_node
tree = Tree()
tree.root = func_node
tree.depth = 3
editor.edit_tree(tree, tree.root, self.functions)
print "AFTER:", func_node
print
self.assertEquals(func_node.value, 3.0)
def test_edit_tree_prune(self):
# TEST PRUNE
term_node_1 = Node(NodeType.CONSTANT, value=0.0)
term_node_2 = Node(NodeType.INPUT, name="x")
func_node = Node(
NodeType.FUNCTION,
name="MUL",
arity=2,
branches=[term_node_1, term_node_2]
)
print "BEFORE:", func_node
tree = Tree()
tree.root = func_node
tree.depth = 3
editor.edit_tree(tree, tree.root, self.functions)
print "AFTER:", func_node
print
self.assertEquals(func_node.node_type, NodeType.CONSTANT)
self.assertIsNone(func_node.name)
self.assertEquals(func_node.value, 0)