def test_evaluation_do_not_reevaluate_same_node():
visited = []
def func():
visited.append("yes")
pg = PortGraph()
n = FuncNode(func)
pg.add_actor(n, 0)
pg.add_actor(n, 1)
env = EvaluationEnvironment()
algo = BruteEvaluation(pg)
ws = WorkflowState(pg)
algo.eval(env, ws, 0)
assert len(visited) == 1
algo.eval(env, ws, 1)
assert len(visited) == 2
algo.eval(env, ws, 0)
assert len(visited) == 2
env.new_execution()
algo.eval(env, ws, 0)
assert len(visited) == 3
def test_ws_nodes_not_evaluated_on_creation():
pg = PortGraph()
pg.add_vertex(0)
pg.add_vertex(1)
ws = WorkflowState(pg)
assert ws.last_evaluation(0) is None
assert ws.last_evaluation(1) is None
def test_ws_nodes_last_evaluation():
pg = PortGraph()
pg.add_vertex(0)
pg.add_vertex(1)
ws = WorkflowState(pg)
ws.set_last_evaluation(0, 1)
assert ws.last_evaluation(0) == 1
assert ws.last_evaluation(1) is None
def test_evaluation_new_require_evaluation():
pg = PortGraph()
pg.add_vertex(0)
algo = BruteEvaluation(pg)
assert id(algo.portgraph()) == id(pg)
env = EvaluationEnvironment()
ws = WorkflowState(pg)
assert algo.requires_evaluation(env, ws)
def test_evaluation_propagated_upstream():
visited = []
def func(txt):
visited.append(txt)
return txt
pg = PortGraph()
n = FuncNode(func)
pg.add_actor(n, 0)
pg.add_actor(n, 1)
pg.connect(pg.out_port(0, 'txt'), pg.in_port(1, 'txt'))
algo = BruteEvaluation(pg)
ws = WorkflowState(pg)
env = EvaluationEnvironment()
ws.store_param(pg.in_port(0, 'txt'), "txt", 0)
algo.eval(env, ws, 0)
assert len(visited) == 1
algo.eval(env, ws, 1)
assert len(visited) == 2
env.new_execution()
algo.eval(env, ws, 1)
assert len(visited) == 4
def test_evaluation_needs_ready_to_evaluate_state():
def func(a, b):
c = a + b
return c
pg = PortGraph()
n = FuncNode(func)
pg.add_actor(n, 0)
algo = BruteEvaluation(pg)
ws = WorkflowState(pg)
assert_raises(EvaluationError, lambda: algo.eval(None, ws))
def test_portgraph_is_out_port():
pg = PortGraph()
vid = pg.add_vertex()
assert_raises(InvalidPort, lambda: pg.is_out_port(None))
assert_raises(InvalidPort, lambda: pg.is_out_port(0))
pid = pg.add_out_port(vid, "out")
assert_raises(InvalidPort, lambda: pg.is_out_port(pid + 1))
assert pg.is_out_port(pid)
pid = pg.add_in_port(vid, "in")
assert not pg.is_out_port(pid)
def test_portgraph_out_port():
pg = PortGraph()
assert_raises(InvalidVertex, lambda: pg.out_port(0, None))
vid = pg.add_vertex()
assert_raises(InvalidPort, lambda: pg.out_port(vid, None))
pg.add_in_port(vid, "toto")
assert_raises(InvalidPort, lambda: pg.out_port(vid, None))
for lpid in [0, 1, "a", None]:
assert_raises(InvalidPort, lambda: pg.out_port(vid, "toto"))
pid = pg.add_out_port(vid, lpid)
assert pg.out_port(vid, lpid) == pid
def test_ws_when_is_none_on_creation():
pg = PortGraph()
pg.add_vertex(0)
pg.add_in_port(0, "in", 0)
pg.add_out_port(0, "out", 1)
ws = WorkflowState(pg)
assert_raises(KeyError, lambda: ws.when(10))
def test_portgraph_add_out_port():
pg = PortGraph()
assert_raises(InvalidVertex, lambda: pg.add_out_port(0, "toto"))
vid = pg.add_vertex()
pid = pg.add_out_port(vid, "port")
# raise error if reuse same global port id
assert_raises(IndexError, lambda: pg.add_out_port(vid, "toto", pid))
# raise error if reuse same local port id
assert_raises(InvalidPort, lambda: pg.add_out_port(vid, "port"))
assert tuple(pg.out_ports(vid)) == (pid,)
assert pg.local_id(pid) == "port"
assert pg.out_port(vid, "port") == pid
def test_portgraph_set_actor_port_order_not_important():
pg = PortGraph()
actor = Node()
keys = ("toto", 1, "titi")
for key in keys:
actor.add_input(key, "descr")
actor.add_output(key, "descr")
vid = pg.add_vertex()
for k in reversed(keys):
pg.add_in_port(vid, k)
pg.add_out_port(vid, k)
pg.set_actor(vid, actor)
assert pg.actor(vid) == actor
def test_portgraph_is_out_port():
pg = PortGraph()
vid = pg.add_vertex()
assert_raises(InvalidPort, lambda: pg.is_out_port(None))
assert_raises(InvalidPort, lambda: pg.is_out_port(0))
pid = pg.add_out_port(vid, "out")
assert_raises(InvalidPort, lambda: pg.is_out_port(pid + 1))
assert pg.is_out_port(pid)
pid = pg.add_in_port(vid, "in")
assert not pg.is_out_port(pid)
def test_evaluation_eval_all_nodes():
visited = []
def func():
visited.append("yes")
pg = PortGraph()
n = FuncNode(func)
pg.add_actor(n, 0)
pg.add_actor(n, 1)
algo = BruteEvaluation(pg)
env = EvaluationEnvironment()
ws = WorkflowState(pg)
algo.eval(env, ws)
assert len(visited) == 2
def test_lazy_evaluate_at_least_once_each_node():
evaluated = []
def func():
evaluated.append('bla')
pg = PortGraph()
vid = pg.add_actor(FuncNode(func))
assert pg.actor(vid).is_lazy()
algo = LazyEvaluation(pg)
env = EvaluationEnvironment()
ws = WorkflowState(pg)
algo.eval(env, ws)
assert len(evaluated) == 1
algo.eval(env, ws)
assert len(evaluated) == 1
def test_portgraph_local_id():
pg = PortGraph()
vid = pg.add_vertex()
assert_raises(InvalidPort, lambda: pg.local_id(0))
for lpid in (0, 1, "a", None):
pid = pg.add_in_port(vid, lpid)
assert pg.local_id(pid) == lpid
pid = pg.add_out_port(vid, lpid)
assert pg.local_id(pid) == lpid
def test_portgraph_add_out_port():
pg = PortGraph()
assert_raises(InvalidVertex, lambda: pg.add_out_port(0, "toto"))
vid = pg.add_vertex()
pid = pg.add_out_port(vid, "port")
# raise error if reuse same global port id
assert_raises(IndexError, lambda: pg.add_out_port(vid, "toto", pid))
# raise error if reuse same local port id
assert_raises(InvalidPort, lambda: pg.add_out_port(vid, "port"))
assert tuple(pg.out_ports(vid)) == (pid,)
assert pg.local_id(pid) == "port"
assert pg.out_port(vid, "port") == pid
def test_ws_is_created_empty():
pg = PortGraph()
ws = WorkflowState(pg)
assert len(tuple(ws.items())) == 0
assert id(ws.portgraph()) == id(pg)
pg.add_vertex(0)
pg.add_in_port(0, "in", 0)
pg.add_out_port(0, "out", 1)
ws = WorkflowState(pg)
assert len(tuple(ws.items())) == 0
def test_portgraph_set_actor_port_order_not_important():
pg = PortGraph()
actor = Node()
keys = ("toto", 1, "titi")
for key in keys:
actor.add_input(key, "descr")
actor.add_output(key, "descr")
vid = pg.add_vertex()
for k in reversed(keys):
pg.add_in_port(vid, k)
pg.add_out_port(vid, k)
pg.set_actor(vid, actor)
assert pg.actor(vid) == actor
def test_portgraph_add_vertex():
pg = PortGraph()
vid = pg.add_vertex()
assert pg.nb_vertices() == 1
assert_raises(InvalidVertex, lambda: pg.add_vertex(vid))
assert len(tuple(pg.ports(vid))) == 0
assert pg.actor(vid) is None
def test_evaluation_clear():
def func():
pass
pg = PortGraph()
n = FuncNode(func)
pg.add_actor(n, 0)
pg.add_actor(n, 1)
algo = BruteEvaluation(pg)
env = EvaluationEnvironment()
ws = WorkflowState(pg)
algo.eval(env, ws)
assert not algo.requires_evaluation(env, ws)
ws.clear()
assert algo.requires_evaluation(env, ws)
def test_lazy_do_not_reevaluate_node_if_same_execution():
evaluated = []
def func(txt):
evaluated.append(txt)
return txt
pg = PortGraph()
vid = pg.add_actor(FuncNode(func))
assert pg.actor(vid).is_lazy()
algo = LazyEvaluation(pg)
env = EvaluationEnvironment()
ws = WorkflowState(pg)
ws.store_param(pg.in_port(vid, 'txt'), 'toto', env.current_execution())
algo.eval(env, ws)
assert len(evaluated) == 1
algo.eval_node(env, ws, vid)
assert len(evaluated) == 1
def test_portgraph_vertex():
pg = PortGraph()
assert_raises(InvalidPort, lambda: pg.vertex(0))
vid = pg.add_vertex()
pid1 = pg.add_in_port(vid, 0)
pid2 = pg.add_out_port(vid, 0)
assert pg.vertex(pid1) == vid
assert pg.vertex(pid2) == vid
def test_ws_when_raise_key_error_for_unset_param():
pg = PortGraph()
pg.add_vertex(0)
pg.add_in_port(0, "in", 0)
ws = WorkflowState(pg)
assert_raises(KeyError, lambda: ws.when(0))
def test_ws_can_not_store_data_on_input_port():
pg = PortGraph()
pg.add_vertex(0)
pg.add_in_port(0, "in", 0)
ws = WorkflowState(pg)
assert_raises(UserWarning, lambda: ws.store(0, "data"))
def test_ws_when_is_none_for_non_evaluated_output_port():
pg = PortGraph()
pg.add_vertex(0)
pg.add_out_port(0, "out", 0)
ws = WorkflowState(pg)
assert ws.when(0) is None
def test_portgraph_local_id():
pg = PortGraph()
vid = pg.add_vertex()
assert_raises(InvalidPort, lambda: pg.local_id(0))
for lpid in (0, 1, "a", None):
pid = pg.add_in_port(vid, lpid)
assert pg.local_id(pid) == lpid
pid = pg.add_out_port(vid, lpid)
assert pg.local_id(pid) == lpid
def test_ws_when_is_last_evaluation_for_output_port():
pg = PortGraph()
pg.add_vertex(0)
pg.add_out_port(0, "out", 0)
ws = WorkflowState(pg)
ws.set_last_evaluation(0, 1)
assert ws.when(0) == 1
def test_ws_when_set_explicitly_for_params():
pg = PortGraph()
pg.add_vertex(0)
pg.add_in_port(0, "in", 0)
ws = WorkflowState(pg)
ws.store_param(0, "param", 10)
assert ws.when(0) == 10
def test_evaluation_fail_if_port_mismatch_outputs():
def func():
return 1, 2
pg = PortGraph()
pg.add_vertex(0)
pg.add_out_port(0, 'res', 0)
n = RawFuncNode(func)
n.add_output('res', "descr")
pg.set_actor(0, n)
algo = BruteEvaluation(pg)
env = EvaluationEnvironment()
ws = WorkflowState(pg)
assert_raises(EvaluationError, lambda: algo.eval(env, ws))
def test_portgraph_add_vertex():
pg = PortGraph()
vid = pg.add_vertex()
assert pg.nb_vertices() == 1
assert_raises(InvalidVertex, lambda: pg.add_vertex(vid))
assert len(tuple(pg.ports(vid))) == 0
assert pg.actor(vid) is None
def test_portgraph_vertex():
pg = PortGraph()
assert_raises(InvalidPort, lambda: pg.vertex(0))
vid = pg.add_vertex()
pid1 = pg.add_in_port(vid, 0)
pid2 = pg.add_out_port(vid, 0)
assert pg.vertex(pid1) == vid
assert pg.vertex(pid2) == vid
def test_ws_retrieve_stored_data_on_output_port():
pg = PortGraph()
pg.add_vertex(0)
pg.add_out_port(0, "out", 0)
ws = WorkflowState(pg)
ws.store(0, "data")
assert_raises(KeyError, lambda: ws.get(1))
assert ws.get(0) == "data"
def test_lazy_always_reevaluate_non_lazy_nodes():
evaluated = []
def func(txt):
evaluated.append(txt)
return txt
pg = PortGraph()
vid = pg.add_actor(FuncNode(func))
pg.actor(vid).set_lazy(False)
algo = LazyEvaluation(pg)
env = EvaluationEnvironment()
ws = WorkflowState(pg)
ws.store_param(pg.in_port(vid, 'txt'), 'toto', env.current_execution())
algo.eval(env, ws)
assert len(evaluated) == 1
env.new_execution()
algo.eval(env, ws)
assert len(evaluated) == 2
def test_portgraph_init():
pg = PortGraph()
assert pg.nb_vertices() == 0
assert pg.nb_edges() == 0
def test_portgraph_out_ports():
pg = PortGraph()
assert_raises(InvalidVertex, lambda: tuple(pg.out_ports(0)))
vid1 = pg.add_vertex()
vid2 = pg.add_vertex()
# test new vertices are created without ports
assert len(tuple(pg.out_ports(vid1))) == 0
assert len(tuple(pg.out_ports())) == 0
pg.add_in_port(vid1, "in")
pids = [pg.add_out_port(vid1, "out%d" % i) for i in range(5)]
pg.add_in_port(vid2, "in")
pid = pg.add_out_port(vid2, "out")
assert sorted(pg.out_ports(vid1)) == sorted(pids)
assert sorted(pg.out_ports()) == sorted(pids + [pid])
def test_portgraph_big():
pg = PortGraph()
vid1 = pg.add_vertex()
pid11 = pg.add_out_port(vid1, "out")
vid2 = pg.add_vertex()
pid21 = pg.add_out_port(vid2, "out")
vid3 = pg.add_vertex()
pid31 = pg.add_in_port(vid3, "in1")
pid32 = pg.add_in_port(vid3, "in2")
pid33 = pg.add_out_port(vid3, "res")
vid4 = pg.add_vertex()
pid41 = pg.add_in_port(vid4, "in")
eid1 = pg.connect(pid11, pid31)
eid2 = pg.connect(pid21, pid32)
pg.connect(pid33, pid41)
assert pg.source_port(eid1) == pid11
assert pg.target_port(eid2) == pid32
assert set(pg.out_ports(vid1)) == {pid11}
assert set(pg.in_ports(vid3)) == {pid31, pid32}
assert set(pg.ports(vid3)) == {pid31, pid32, pid33}
assert pg.is_in_port(pid31)
assert pg.is_out_port(pid11)
assert pg.vertex(pid11) == vid1
assert set(pg.connected_ports(pid11)) == {pid31}
assert set(pg.connected_edges(pid21)) == {eid2}
assert pg.out_port(vid1, "out") == pid11
assert pg.in_port(vid3, "in1") == pid31
assert_raises(InvalidPort, lambda: pg.connect(pid11, pid33))
pg.remove_port(pid33)
assert set(pg.connected_ports(pid41)) == set()
assert set(pg.out_edges(vid3)) == set()
assert_raises(InvalidPort, lambda: pg.is_in_port(pid33))
def test_portgraph_clear():
pg = PortGraph()
vid1 = pg.add_vertex()
vid2 = pg.add_vertex()
pid1 = pg.add_in_port(vid1, "in")
pid2 = pg.add_out_port(vid2, "out")
pg.connect(pid2, pid1)
pg.clear()
assert pg.nb_vertices() == 0
assert pg.nb_edges() == 0
assert len(tuple(pg.ports())) == 0
def get_pg():
pg = PortGraph()
pg.add_vertex(0)
pg.add_out_port(0, "out", 0)
pg.add_vertex(1)
pg.add_out_port(1, "out", 1)
pg.add_vertex(2)
pg.add_in_port(2, "in1", 2)
pg.add_in_port(2, "in2", 3)
pg.add_out_port(2, "res", 4)
pg.add_vertex(3)
pg.add_in_port(3, "in", 5)
pg.add_vertex(4)
pg.add_out_port(4, "out", 6)
pg.connect(0, 2, 0)
pg.connect(1, 3, 1)
pg.connect(4, 5, 2)
pg.connect(6, 3, 3)
return pg
def test_ws_retrieve_data_on_input_ports():
pg = PortGraph()
pg.add_vertex(0)
pg.add_out_port(0, "out", 0)
pg.add_vertex(1)
pg.add_in_port(1, "in", 1)
# non existing port
ws = WorkflowState(pg)
assert_raises(KeyError, lambda: ws.get(10))
# lonely input port without data
ws = WorkflowState(pg)
assert_raises(KeyError, lambda: ws.get(1))
# lonely input port with data
ws.store_param(1, "param", 0)
assert ws.get(1) == "param"
# connected input port
pg.connect(0, 1)
ws = WorkflowState(pg)
ws.store(0, "data")
assert ws.get(1) == "data"
def test_ws_store_param_only_on_lonely_input_ports():
pg = PortGraph()
pg.add_vertex(0)
pg.add_in_port(0, "in", 0)
pg.add_out_port(0, "out", 1)
pg.add_vertex(1)
pg.add_in_port(1, "in", 2)
pg.connect(1, 2)
ws = WorkflowState(pg)
assert_raises(UserWarning, lambda: ws.store_param(1, "param", 0))
assert_raises(UserWarning, lambda: ws.store_param(2, "param", 0))
