from unittest.mock import sentinel import pytest from bonobo.constants import BEGIN from bonobo.structs.graphs import Graph identity = lambda x: x def test_graph_outputs_of(): g = Graph() # default graph only node assert len(g.outputs_of(BEGIN)) == 0 # unexisting node with pytest.raises(KeyError): g.outputs_of(0) # create node assert len(g.outputs_of(0, create=True)) == 0 assert len(g.outputs_of(0)) == 0 def test_graph_index_of(): g = Graph() g.add_node(sentinel.foo) g.add_node(sentinel.bar) # sequential, can resolve objects assert g.index_of(sentinel.foo) == 0 assert g.index_of(sentinel.bar) == 1 # calling on an index should return the index assert g.index_of(sentinel.bar) == g.index_of(g.index_of(sentinel.bar)) # not existing should raise value error with pytest.raises(ValueError): g.index_of(sentinel.not_there) # tokens resolve to themselves assert g.index_of(BEGIN) == BEGIN def test_graph_add_component(): g = Graph() assert len(g.nodes) == 0 g.add_node(identity) assert len(g.nodes) == 1 g.add_node(identity) assert len(g.nodes) == 2 def test_invalid_graph_usage(): g = Graph() with pytest.raises(ValueError): g.add_chain() g.add_node(sentinel.foo) g.add_node(sentinel.bar) with pytest.raises(RuntimeError): g.add_chain(_input=sentinel.bar, _output=sentinel.foo, _name="this_is_not_possible") def test_graph_add_chain(): g = Graph() assert len(g.nodes) == 0 g.add_chain(identity, identity, identity) assert len(g.nodes) == 3 assert len(g.outputs_of(BEGIN)) == 1 def test_graph_topological_sort(): g = Graph() g.add_chain(sentinel.a1, sentinel.a2, sentinel.a3, _input=None, _output=None) assert g.topologically_sorted_indexes == (0, 1, 2) assert g[0] == sentinel.a1 assert g[1] == sentinel.a2 assert g[2] == sentinel.a3 g.add_chain(sentinel.b1, sentinel.b2, _output=sentinel.a2) assert g.topologically_sorted_indexes[-2:] == (1, 2) assert g.topologically_sorted_indexes.index(3) < g.topologically_sorted_indexes.index(4) assert g[3] == sentinel.b1 assert g[4] == sentinel.b2 def test_connect_two_chains(): g = Graph() g.add_chain(sentinel.a1, sentinel.a2, _input=None, _output=None) g.add_chain(sentinel.b1, sentinel.b2, _input=None, _output=None) assert len(g.outputs_of(sentinel.a2)) == 0 g.add_chain(_input=sentinel.a2, _output=sentinel.b1) assert g.outputs_of(sentinel.a2) == {g.index_of(sentinel.b1)} def test_connect_two_anonymous_nodes(): g = Graph() # Create two "anonymous" nodes g.add_node(sentinel.a) g.add_node(sentinel.b) # Connect them g.add_chain(_input=sentinel.a, _output=sentinel.b) def test_named_nodes(): g = Graph() a, b, c, d, e, f = sentinel.a, sentinel.b, sentinel.c, sentinel.d, sentinel.e, sentinel.f # Here we mark _input to None, so normalize won't get the "begin" impulsion. g.add_chain(e, f, _input=None, _name="load") # Add two different chains g.add_chain(a, b, _output="load") g.add_chain(c, d, _output="load") def test_copy(): g1 = Graph() g2 = g1.copy() assert g1 is not g2 assert len(g1) == 0 assert len(g2) == 0 g1.add_chain([]) assert len(g1) == 1 assert len(g2) == 0 g2.add_chain([], identity) assert len(g1) == 1 assert len(g2) == 2