Files
bonobo/tests/structs/test_graphs.py

153 lines
3.4 KiB
Python

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