def test_init(self):
var1 = MyVariable("var1")
var2 = MyVariable("var2")
var3 = op1(var1)
var4 = op2(var3, var2)
fg = FunctionGraph([var1, var2], [var3, var4], clone=False)
assert fg.inputs == [var1, var2]
assert fg.outputs == [var3, var4]
assert fg.apply_nodes == {var3.owner, var4.owner}
assert fg.update_mapping is None
assert fg.check_integrity() is None
assert fg.variables == {var1, var2, var3, var4}
assert fg.get_clients(var1) == [(var3.owner, 0)]
assert fg.get_clients(var2) == [(var4.owner, 1)]
assert fg.get_clients(var3) == [(var4.owner, 0), ("output", 0)]
assert fg.get_clients(var4) == [("output", 1)]
fg = FunctionGraph(outputs=[var3, var4], clone=False)
assert fg.inputs == [var1, var2]
memo = {}
fg = FunctionGraph(outputs=[var3, var4], clone=True, memo=memo)
assert memo[var1].type == var1.type
assert memo[var1].name == var1.name
assert memo[var2].type == var2.type
assert memo[var2].name == var2.name
assert var3 in memo
assert var4 in memo
def test_change_input(self):
var1 = MyVariable("var1")
var2 = MyVariable("var2")
var3 = op1(var2, var1)
var4 = op2(var3, var2)
var5 = op3(var4, var2, var2)
fg = FunctionGraph([var1, var2], [var3, var5], clone=False)
var6 = MyVariable2("var6")
with pytest.raises(TypeError):
fg.change_input("output", 1, var6)
with pytest.raises(TypeError):
fg.change_input(var5.owner, 1, var6)
old_apply_nodes = set(fg.apply_nodes)
old_variables = set(fg.variables)
old_var5_clients = list(fg.get_clients(var5))
# We're replacing with the same variable, so nothing should happen
fg.change_input(var5.owner, 1, var2)
assert old_apply_nodes == fg.apply_nodes
assert old_variables == fg.variables
assert old_var5_clients == fg.get_clients(var5)
# Perform a valid `Apply` node input change
fg.change_input(var5.owner, 1, var1)
assert var5.owner.inputs[1] is var1
assert (var5.owner, 1) not in fg.get_clients(var2)
def test_import_node(self):
var1 = MyVariable("var1")
var2 = MyVariable("var2")
var3 = op1(var2, var1)
var4 = op2(var3, var2)
var5 = op3(var4, var2, var2)
fg = FunctionGraph([var1, var2], [var3, var5], clone=False)
var8 = MyVariable("var8")
var6 = op2(var8)
with pytest.raises(MissingInputError):
fg.import_node(var6.owner)
assert var8 not in fg.variables
fg.import_node(var6.owner, import_missing=True)
assert var8 in fg.inputs
assert var6.owner in fg.apply_nodes
var7 = op2(var2)
assert not hasattr(var7.owner.tag, "imported_by")
fg.import_node(var7.owner)
assert hasattr(var7.owner.tag, "imported_by")
assert var7 in fg.variables
assert var7.owner in fg.apply_nodes
assert (var7.owner, 0) in fg.get_clients(var2)
def test_init(self):
var1 = MyVariable("var1")
var2 = MyVariable("var2")
var3 = op1(var1)
var4 = op2(var3, var2)
fg = FunctionGraph([var1, var2], [var3, var4], clone=False)
assert fg.inputs == [var1, var2]
assert fg.outputs == [var3, var4]
assert fg.apply_nodes == {var3.owner, var4.owner}
assert fg.update_mapping is None
assert fg.check_integrity() is None
assert fg.variables == {var1, var2, var3, var4}
assert fg.get_clients(var1) == [(var3.owner, 0)]
assert fg.get_clients(var2) == [(var4.owner, 1)]
assert fg.get_clients(var3) == [(var4.owner, 0), ("output", 0)]
assert fg.get_clients(var4) == [("output", 1)]
def test_remove_client(self):
var1 = MyVariable("var1")
var2 = MyVariable("var2")
var3 = op1(var2, var1)
var4 = op2(var3, var2)
var5 = op3(var4, var2, var2)
fg = FunctionGraph([var1, var2], [var3, var5], clone=False)
assert fg.variables == {var1, var2, var3, var4, var5}
assert fg.get_clients(var2) == [
(var3.owner, 0),
(var4.owner, 1),
(var5.owner, 1),
(var5.owner, 2),
]
fg.remove_client(var2, (var4.owner, 1))
assert fg.get_clients(var2) == [
(var3.owner, 0),
(var5.owner, 1),
(var5.owner, 2),
]
fg.remove_client(var1, (var3.owner, 1))
assert fg.get_clients(var1) == []
assert var4.owner in fg.apply_nodes
# This next `remove_client` should trigger a complete removal of `var4`'s
# variables and `Apply` node from the `FunctionGraph`.
#
# Also, notice that we already removed `var4` from `var2`'s client list
# above, so, when we completely remove `var4`, `fg.remove_client` will
# attempt to remove `(var4.owner, 1)` from `var2`'s client list again.
# This attempt would previously raise a `ValueError` exception, because
# the entry was not in the list.
fg.remove_client(var4, (var5.owner, 0), reason="testing")
assert var4.owner not in fg.apply_nodes
assert var4.owner.tag.removed_by == ["testing"]
assert not any(o in fg.variables for o in var4.owner.outputs)