def test_deterministic_strict_negated_success(self):
pattern_strict_negated = BoboPattern() \
.next(LABEL_LAYER_A,
BoboPredicateCallable(predicate_key_a_value_a)) \
.not_next(LABEL_LAYER_B,
BoboPredicateCallable(predicate_key_a_value_b)) \
.next(LABEL_LAYER_C,
BoboPredicateCallable(predicate_key_a_value_c)) \
.next(LABEL_LAYER_D,
BoboPredicateCallable(predicate_key_a_value_d))
nfa, buffer, handler, handlersub = handler_setup(
nfa_name=NFA_NAME_A, pattern=pattern_strict_negated)
handler.process(event_a)
handler.process(event_c)
handler.process(event_d)
self.assertEqual(len(handlersub.final_history), 1)
self.assertDictEqual(
handlersub.final_history[0].events, {
LABEL_LAYER_A: [event_a],
LABEL_LAYER_C: [event_c],
LABEL_LAYER_D: [event_d]
})
def test_sliding_last_window_to_halt(self):
timestamp_lower = EpochNSClock.generate_timestamp()
sleep(0.5)
timestamp_upper = EpochNSClock.generate_timestamp()
window_range_ns = timestamp_upper - timestamp_lower
timestamp_a = timestamp_lower
timestamp_b = timestamp_a + window_range_ns
timestamp_c = timestamp_b + window_range_ns + 1
predicate_a = BoboPredicateCallable(predicate_key_a_value_a)
predicate_b = BoboPredicateCallable(predicate_key_a_value_b)
predicate_c = BoboPredicateCallable(predicate_key_a_value_c)
predicate_first_window = WindowSlidingLast(window_range_ns)
event_a = PrimitiveEvent(timestamp_a, {KEY: VAL_1})
event_b = PrimitiveEvent(timestamp_b, {KEY: VAL_2})
event_c = PrimitiveEvent(timestamp_c, {KEY: VAL_3})
pattern_a = BoboPattern() \
.followed_by(LABEL_LAYER_A, predicate_a) \
.followed_by(LABEL_LAYER_B, predicate_b) \
.followed_by(LABEL_LAYER_C, predicate_c) \
.precondition(predicate_first_window)
handler = BoboNFAHandler(BoboRuleBuilder.nfa(NFA_NAME_A, pattern_a),
SharedVersionedMatchBuffer())
handlersub = NFAHandlerSubscriber()
handler.subscribe(handlersub)
handler.process(event_a)
handler.process(event_b)
handler.process(event_c)
self.assertEqual(len(handlersub.final), 1)
def test_sliding_first_window_to_halt(self):
predicate_a = BoboPredicateCallable(predicate_key_a_value_a)
predicate_b = BoboPredicateCallable(predicate_key_a_value_b)
predicate_c = BoboPredicateCallable(predicate_key_a_value_c)
predicate_first_window = WindowSlidingFirst(
interval_sec=range_sec)
event_a = PrimitiveEvent(timestamp_low, {KEY: VAL_1})
event_b = PrimitiveEvent(timestamp_mid, {KEY: VAL_2})
event_c = PrimitiveEvent(timestamp_upp, {KEY: VAL_3})
pattern_a = BoboPattern() \
.followed_by(LABEL_LAYER_A, predicate_a) \
.followed_by(LABEL_LAYER_B, predicate_b) \
.followed_by(LABEL_LAYER_C, predicate_c) \
.precondition(predicate_first_window)
handler = BoboNFAHandler(
BoboRuleBuilder.nfa(NFA_NAME_A, pattern_a),
SharedVersionedMatchBuffer())
handlersub = NFAHandlerSubscriber()
handler.subscribe(handlersub)
handler.process(event_a)
handler.process(event_b)
handler.process(event_c)
self.assertEqual(len(handlersub.final), 1)
def test_deterministic_relaxed_optional(self):
pattern_optional = BoboPattern() \
.followed_by(LABEL_LAYER_A,
BoboPredicateCallable(predicate_key_a_value_a)) \
.followed_by(LABEL_LAYER_B,
BoboPredicateCallable(predicate_key_a_value_b),
optional=True) \
.followed_by(LABEL_LAYER_C,
BoboPredicateCallable(predicate_key_a_value_c)) \
.followed_by(LABEL_LAYER_D,
BoboPredicateCallable(predicate_key_a_value_d))
nfa, buffer, handler, handlersub = handler_setup(
nfa_name=NFA_NAME_A, pattern=pattern_optional)
handler.process(event_a)
handler.process(event_c)
handler.process(event_d)
self.assertEqual(len(handlersub.final_history), 1)
self.assertDictEqual(
handlersub.final_history[0].events, {
LABEL_LAYER_A: [event_a],
LABEL_LAYER_C: [event_c],
LABEL_LAYER_D: [event_d]
})
def test_generate_nfa_deterministic_negated(self):
predicate_a = BoboPredicateCallable(predicate_key_a_value_a)
predicate_b = BoboPredicateCallable(predicate_key_a_value_b)
predicate_c = BoboPredicateCallable(predicate_key_a_value_c)
pattern = BoboPattern() \
.followed_by(LABEL_LAYER_A, predicate_a) \
.not_followed_by(LABEL_LAYER_B, predicate_b) \
.followed_by(LABEL_LAYER_C, predicate_c)
nfa = BoboRuleBuilder.nfa(NFA_NAME_A, pattern)
state_name_a = "{}-{}-{}".format(LABEL_LAYER_A, 1, 1)
state_name_b = "{}-{}-{}".format(LABEL_LAYER_B, 1, 1)
state_name_c = "{}-{}-{}".format(LABEL_LAYER_C, 1, 1)
# variables
self.assertEqual(nfa.name, NFA_NAME_A)
self.assertEqual(3, len(nfa.states))
self.assertEqual(3, len(nfa.transitions))
self.assertEqual(state_name_a, nfa.start_state.name)
self.assertEqual(state_name_c, nfa.final_state.name)
self.assertEqual(0, len(nfa.preconditions))
# states
self.assertTrue(state_name_a in nfa.states)
self.assertTrue(state_name_b in nfa.states)
self.assertTrue(state_name_c in nfa.states)
self.assertEqual(state_name_a, nfa.states[state_name_a].name)
self.assertEqual(state_name_b, nfa.states[state_name_b].name)
self.assertEqual(state_name_c, nfa.states[state_name_c].name)
self.assertEqual(LABEL_LAYER_A, nfa.states[state_name_a].label)
self.assertEqual(LABEL_LAYER_B, nfa.states[state_name_b].label)
self.assertEqual(LABEL_LAYER_C, nfa.states[state_name_c].label)
self.assertFalse(nfa.states[state_name_a].is_negated)
self.assertTrue(nfa.states[state_name_b].is_negated)
self.assertFalse(nfa.states[state_name_c].is_negated)
self.assertFalse(nfa.states[state_name_a].is_optional)
self.assertFalse(nfa.states[state_name_b].is_optional)
self.assertFalse(nfa.states[state_name_c].is_optional)
# transitions
self.assertTrue(state_name_a in nfa.transitions)
self.assertTrue(state_name_b in nfa.transitions)
self.assertTrue(state_name_c in nfa.transitions)
self.assertListEqual([state_name_b],
nfa.transitions[state_name_a].state_names)
self.assertListEqual([state_name_c],
nfa.transitions[state_name_b].state_names)
self.assertListEqual([], nfa.transitions[state_name_c].state_names)
self.assertFalse(nfa.transitions[state_name_a].is_strict)
self.assertFalse(nfa.transitions[state_name_b].is_strict)
self.assertFalse(nfa.transitions[state_name_c].is_strict)
def test_invalid_duplicate_labels(self):
predicate_a = BoboPredicateCallable(predicate_key_a_value_a)
predicate_b = BoboPredicateCallable(predicate_key_a_value_b)
pattern = BoboPattern() \
.followed_by(LABEL_LAYER_A, predicate_a) \
.followed_by(LABEL_LAYER_A, predicate_b)
with self.assertRaises(RuntimeError):
BoboRuleBuilder.nfa(NFA_NAME_A, pattern)
def test_invalid_first_state_is_optional(self):
predicate_a = BoboPredicateCallable(predicate_key_a_value_a)
predicate_b = BoboPredicateCallable(predicate_key_a_value_b)
pattern = BoboPattern() \
.followed_by(LABEL_LAYER_A, predicate_a, optional=True) \
.followed_by(LABEL_LAYER_B, predicate_b)
with self.assertRaises(RuntimeError):
BoboRuleBuilder.nfa(NFA_NAME_A, pattern)
def test_constructor_actions_is_none(self):
name = "evdef_name"
pattern = BoboPattern()
action = None
evdef = BoboComplexEvent(name=name, pattern=pattern, action=action)
self.assertEqual(name, evdef.name)
self.assertEqual(pattern, evdef.pattern)
self.assertIsNone(evdef.action)
def test_constructor(self):
name = "evdef_name"
pattern = BoboPattern()
action = NoAction()
evdef = BoboComplexEvent(name=name, pattern=pattern, action=action)
self.assertEqual(name, evdef.name)
self.assertEqual(pattern, evdef.pattern)
self.assertEqual(action, evdef.action)
def test_nondeterministic_loop_success(self):
pattern_loop = BoboPattern() \
.followed_by(LABEL_LAYER_A,
BoboPredicateCallable(predicate_key_a_value_a)) \
.followed_by(LABEL_LAYER_B,
BoboPredicateCallable(predicate_key_a_value_b),
loop=True) \
.followed_by(LABEL_LAYER_C,
BoboPredicateCallable(predicate_key_a_value_c)) \
.followed_by(LABEL_LAYER_D,
BoboPredicateCallable(predicate_key_a_value_d))
nfa, buffer, handler, handlersub = handler_setup(nfa_name=NFA_NAME_A,
pattern=pattern_loop)
event_b1 = PrimitiveEvent(timestamp=EpochNSClock.generate_timestamp(),
data=event_b.data)
event_b2 = PrimitiveEvent(timestamp=EpochNSClock.generate_timestamp(),
data=event_b.data)
event_c1 = PrimitiveEvent(timestamp=EpochNSClock.generate_timestamp(),
data=event_c.data)
event_c2 = PrimitiveEvent(timestamp=EpochNSClock.generate_timestamp(),
data=event_c.data)
# first run cloned
handler.process(event_a)
handler.process(event_b)
self.assertEqual(1, len(handler.runs.values()))
run = list(handler.runs.values())[0]
# first run loops
handler.process(event_b1)
self.assertEqual(1, len(handler.runs.values()))
# second run cloned
handler.process(event_c1)
self.assertEqual(2, len(handler.runs.values()))
# first run increments
handler.process(event_b2)
self.assertEqual(2, len(handler.runs.values()))
# third run cloned
handler.process(event_c2)
self.assertEqual(3, len(handler.runs.values()))
# second and third run reach final state
handler.process(event_d)
self.assertEqual(1, len(handler.runs.values()))
# first run is the only run left
self.assertEqual(run, list(handler.runs.values())[0])
def test_invalid_accepting_states_are_nondeterministic(self):
predicate_a = BoboPredicateCallable(predicate_key_a_value_a)
predicate_b = BoboPredicateCallable(predicate_key_a_value_b)
predicate_c = BoboPredicateCallable(predicate_key_a_value_c)
pattern = BoboPattern() \
.followed_by(LABEL_LAYER_A, predicate_a) \
.followed_by_any(LABEL_LAYER_B, [predicate_b, predicate_c])
with self.assertRaises(RuntimeError):
BoboRuleBuilder.nfa(NFA_NAME_A, pattern)
def test_only_one_state_in_nfa(self):
pattern_one = BoboPattern().followed_by(
LABEL_LAYER_A, BoboPredicateCallable(predicate_key_a_value_a))
nfa, buffer, handler, handlersub = handler_setup(nfa_name=NFA_NAME_A,
pattern=pattern_one)
handler.process(event_a)
self.assertEqual(len(handlersub.final_history), 1)
self.assertDictEqual(handlersub.final_history[0].events,
{LABEL_LAYER_A: [event_a]})
def test_deterministic_strict_failure(self):
pattern_strict = BoboPattern() \
.next(LABEL_LAYER_A,
BoboPredicateCallable(predicate_key_a_value_a)) \
.next(LABEL_LAYER_B,
BoboPredicateCallable(predicate_key_a_value_b)) \
.next(LABEL_LAYER_C,
BoboPredicateCallable(predicate_key_a_value_c)) \
.next(LABEL_LAYER_D,
BoboPredicateCallable(predicate_key_a_value_d))
nfa, buffer, handler, handlersub = handler_setup(
nfa_name=NFA_NAME_A, pattern=pattern_strict)
handler.process(event_a)
handler.process(event_e) # event not in pattern
self.assertEqual(len(handler.runs.keys()), 0)
def test_deterministic_relaxed_negated_failure(self):
pattern_negated = BoboPattern() \
.followed_by(LABEL_LAYER_A,
BoboPredicateCallable(predicate_key_a_value_a)) \
.not_followed_by(LABEL_LAYER_B,
BoboPredicateCallable(predicate_key_a_value_b)) \
.followed_by(LABEL_LAYER_C,
BoboPredicateCallable(predicate_key_a_value_c)) \
.followed_by(LABEL_LAYER_D,
BoboPredicateCallable(predicate_key_a_value_d))
nfa, buffer, handler, handlersub = handler_setup(
nfa_name=NFA_NAME_A, pattern=pattern_negated)
handler.process(event_a)
handler.process(event_b) # should NOT be followed by this
self.assertEqual(1, len(handlersub.halt))
def test_fixed_window_to_final(self):
timestamp_lower = EpochNSClock.generate_timestamp()
sleep(0.1)
timestamp_a = EpochNSClock.generate_timestamp()
sleep(0.1)
timestamp_b = EpochNSClock.generate_timestamp()
sleep(0.1)
timestamp_c = EpochNSClock.generate_timestamp()
sleep(0.1)
timestamp_upper = EpochNSClock.generate_timestamp()
sleep(0.1)
predicate_a = BoboPredicateCallable(predicate_key_a_value_a)
predicate_b = BoboPredicateCallable(predicate_key_a_value_b)
predicate_c = BoboPredicateCallable(predicate_key_a_value_c)
predicate_fixed_window = WindowFixed(timestamp_lower,
timestamp_upper)
event_a = PrimitiveEvent(timestamp_a, {KEY: VAL_1})
event_b = PrimitiveEvent(timestamp_b, {KEY: VAL_2})
event_c = PrimitiveEvent(timestamp_c, {KEY: VAL_3})
pattern_a = BoboPattern() \
.followed_by(LABEL_LAYER_A, predicate_a) \
.followed_by(LABEL_LAYER_B, predicate_b) \
.followed_by(LABEL_LAYER_C, predicate_c) \
.precondition(predicate_fixed_window)
handler = BoboNFAHandler(
BoboRuleBuilder.nfa(NFA_NAME_A, pattern_a),
SharedVersionedMatchBuffer())
handlersub = NFAHandlerSubscriber()
handler.subscribe(handlersub)
handler.process(event_a)
handler.process(event_b)
handler.process(event_c)
self.assertEqual(len(handlersub.final_history), 1)
self.assertDictEqual(handlersub.final_history[0].events,
{LABEL_LAYER_A: [event_a],
LABEL_LAYER_B: [event_b],
LABEL_LAYER_C: [event_c]})
def test_all_callables_method_same_object(self):
obj = StubPredicateClass()
pattern = BoboPattern() \
.followed_by(LABEL_LAYER_A,
BoboPredicateCallable(obj.predicate_true_1)) \
.followed_by(LABEL_LAYER_B,
BoboPredicateCallable(obj.predicate_true_2)) \
.followed_by(LABEL_LAYER_C,
BoboPredicateCallable(obj.predicate_true_3))
nfa, buffer, handler, handlersub = handler_setup(nfa_name=NFA_NAME_A,
pattern=pattern)
handler.process(event_a)
handler.process(event_b)
handler.process(event_c)
self.assertEqual(1, len(handlersub.final))
def test_generate_nfa_times(self):
predicate_a = BoboPredicateCallable(predicate_key_a_value_a)
pattern = BoboPattern() \
.followed_by(LABEL_LAYER_A, predicate_a, times=5)
nfa = BoboRuleBuilder.nfa(NFA_NAME_A, pattern)
state_name_a1 = "{}-{}-{}".format(LABEL_LAYER_A, 1, 1)
state_name_a2 = "{}-{}-{}".format(LABEL_LAYER_A, 1, 2)
state_name_a3 = "{}-{}-{}".format(LABEL_LAYER_A, 1, 3)
state_name_a4 = "{}-{}-{}".format(LABEL_LAYER_A, 1, 4)
state_name_a5 = "{}-{}-{}".format(LABEL_LAYER_A, 1, 5)
# variables
self.assertEqual(5, len(nfa.states))
self.assertEqual(5, len(nfa.transitions))
self.assertEqual(state_name_a1, nfa.start_state.name)
self.assertEqual(state_name_a5, nfa.final_state.name)
# states
self.assertEqual(state_name_a1, nfa.states[state_name_a1].name)
self.assertEqual(state_name_a2, nfa.states[state_name_a2].name)
self.assertEqual(state_name_a3, nfa.states[state_name_a3].name)
self.assertEqual(state_name_a4, nfa.states[state_name_a4].name)
self.assertEqual(state_name_a5, nfa.states[state_name_a5].name)
self.assertEqual(LABEL_LAYER_A, nfa.states[state_name_a1].label)
self.assertEqual(LABEL_LAYER_A, nfa.states[state_name_a2].label)
self.assertEqual(LABEL_LAYER_A, nfa.states[state_name_a3].label)
self.assertEqual(LABEL_LAYER_A, nfa.states[state_name_a4].label)
self.assertEqual(LABEL_LAYER_A, nfa.states[state_name_a5].label)
# transitions
self.assertListEqual([state_name_a2],
nfa.transitions[state_name_a1].state_names)
self.assertListEqual([state_name_a3],
nfa.transitions[state_name_a2].state_names)
self.assertListEqual([state_name_a4],
nfa.transitions[state_name_a3].state_names)
self.assertListEqual([state_name_a5],
nfa.transitions[state_name_a4].state_names)
self.assertListEqual([], nfa.transitions[state_name_a5].state_names)
def test_nondeterministic_success(self):
pattern_nondet = BoboPattern() \
.followed_by(LABEL_LAYER_A,
BoboPredicateCallable(predicate_key_a_value_a)) \
.followed_by_any(LABEL_LAYER_B_C,
[BoboPredicateCallable(predicate_key_a_value_b),
BoboPredicateCallable(
predicate_key_a_value_c)]) \
.next(LABEL_LAYER_D,
BoboPredicateCallable(predicate_key_a_value_d))
nfa, buffer, handler, handlersub = handler_setup(
nfa_name=NFA_NAME_A, pattern=pattern_nondet)
event_d1 = PrimitiveEvent(timestamp=EpochNSClock.generate_timestamp(),
data=event_d.data)
event_d2 = PrimitiveEvent(timestamp=EpochNSClock.generate_timestamp(),
data=event_d.data)
handler.process(event_a)
handler.process(event_b)
handler.process(event_d1)
self.assertEqual(len(handlersub.final_history), 1)
self.assertDictEqual(
handlersub.final_history[0].events, {
LABEL_LAYER_A: [event_a],
LABEL_LAYER_B_C: [event_b],
LABEL_LAYER_D: [event_d1]
})
handler.process(event_c)
handler.process(event_d2)
self.assertEqual(len(handlersub.final_history), 2)
self.assertDictEqual(
handlersub.final_history[1].events, {
LABEL_LAYER_A: [event_a],
LABEL_LAYER_B_C: [event_c],
LABEL_LAYER_D: [event_d2]
})
def test_haltconditions(self):
pattern_haltcond = BoboPattern() \
.followed_by(LABEL_LAYER_A,
BoboPredicateCallable(predicate_key_a_value_a)) \
.followed_by(LABEL_LAYER_B,
BoboPredicateCallable(predicate_key_a_value_b)) \
.followed_by(LABEL_LAYER_C,
BoboPredicateCallable(predicate_key_a_value_c)) \
.haltcondition(BoboPredicateCallable(predicate_key_a_value_d))
nfa, buffer, handler, handlersub = handler_setup(
nfa_name=NFA_NAME_A, pattern=pattern_haltcond)
# haltcondition not triggered, run not halted
handler.process(event_a)
handler.process(event_b)
self.assertEqual(0, len(handlersub.halt))
# haltcondition triggered, halts run
handler.process(event_d)
self.assertEqual(1, len(handlersub.halt))
def test_generate_nfa_loop(self):
predicate_a = BoboPredicateCallable(predicate_key_a_value_a)
predicate_b = BoboPredicateCallable(predicate_key_a_value_b)
predicate_c = BoboPredicateCallable(predicate_key_a_value_c)
pattern = BoboPattern() \
.followed_by(LABEL_LAYER_A, predicate_a) \
.followed_by(LABEL_LAYER_B, predicate_b, loop=True) \
.followed_by(LABEL_LAYER_C, predicate_c)
nfa = BoboRuleBuilder.nfa(NFA_NAME_A, pattern)
state_name_a = "{}-{}-{}".format(LABEL_LAYER_A, 1, 1)
state_name_b = "{}-{}-{}".format(LABEL_LAYER_B, 1, 1)
state_name_c = "{}-{}-{}".format(LABEL_LAYER_C, 1, 1)
# variables
self.assertEqual(3, len(nfa.states))
self.assertEqual(3, len(nfa.transitions))
self.assertEqual(state_name_a, nfa.start_state.name)
self.assertEqual(state_name_c, nfa.final_state.name)
# states
self.assertEqual(state_name_a, nfa.states[state_name_a].name)
self.assertEqual(state_name_b, nfa.states[state_name_b].name)
self.assertEqual(state_name_c, nfa.states[state_name_c].name)
self.assertEqual(LABEL_LAYER_A, nfa.states[state_name_a].label)
self.assertEqual(LABEL_LAYER_B, nfa.states[state_name_b].label)
self.assertEqual(LABEL_LAYER_C, nfa.states[state_name_c].label)
# transitions
self.assertListEqual([state_name_b],
nfa.transitions[state_name_a].state_names)
self.assertEqual({state_name_b, state_name_c},
set(nfa.transitions[state_name_b].state_names))
self.assertListEqual([], nfa.transitions[state_name_c].state_names)
from bobocep.receiver.clocks.epoch_ns_clock import EpochNSClock
from bobocep.rules.events.primitive_event import PrimitiveEvent
from bobocep.rules.nfas.patterns.bobo_pattern import BoboPattern
from bobocep.rules.predicates.bobo_predicate_callable import \
BoboPredicateCallable
NFA_NAME_A = "NFA_NAME_A"
LABEL_LAYER_A = 'layer_a'
LABEL_LAYER_B = 'layer_b'
LABEL_LAYER_C = 'layer_c'
stub_predicate = BoboPredicateCallable(lambda e, h, r: True)
stub_pattern = BoboPattern() \
.followed_by(LABEL_LAYER_A, stub_predicate) \
.followed_by(LABEL_LAYER_B, stub_predicate) \
.followed_by(LABEL_LAYER_C, stub_predicate)
class TestMatchEvent(unittest.TestCase):
def test_match_event_points_to_itself(self):
event_a = PrimitiveEvent(timestamp=EpochNSClock.generate_timestamp())
match_a = MatchEvent(nfa_name=NFA_NAME_A,
label=LABEL_LAYER_A,
event=event_a)
version = RunVersion()
version.add_level(
BoboRun._generate_id(nfa_name=NFA_NAME_A,
start_event_id=event_a.event_id))
LABEL_A = "label_a"
LABEL_B = "label_b"
LABEL_C = "label_c"
LABEL_D = "label_d"
KEY_A = "key_a"
VALUE_A = "value_a"
DATA_DICT_A = {KEY_A: VALUE_A}
SLEEP_WAIT = 0.5
NULL_DATA_DELAY = 1
stub_predicate_true = BoboPredicateCallable(lambda e, h, r: True)
stub_pattern_1 = BoboPattern().followed_by(label=LABEL_A,
predicate=stub_predicate_true)
stub_pattern_4 = BoboPattern() \
.followed_by(
label=LABEL_A,
predicate=stub_predicate_true
).followed_by(
label=LABEL_B,
predicate=stub_predicate_true
).followed_by(
label=LABEL_C,
predicate=stub_predicate_true
).followed_by(
label=LABEL_D,
predicate=stub_predicate_true
)
def test_invalid_empty_pattern(self):
with self.assertRaises(RuntimeError):
BoboRuleBuilder.nfa(NFA_NAME_A, BoboPattern())
data={KEY_A: VALUE_B})
event_c = PrimitiveEvent(timestamp=EpochNSClock.generate_timestamp(),
data={KEY_A: VALUE_C})
event_d = PrimitiveEvent(timestamp=EpochNSClock.generate_timestamp(),
data={KEY_A: VALUE_D})
event_e = PrimitiveEvent(timestamp=EpochNSClock.generate_timestamp(),
data={KEY_A: VALUE_E})
pattern_relaxed = BoboPattern() \
.followed_by(LABEL_LAYER_A,
BoboPredicateCallable(predicate_key_a_value_a)) \
.followed_by(LABEL_LAYER_B,
BoboPredicateCallable(predicate_key_a_value_b)) \
.followed_by(LABEL_LAYER_C,
BoboPredicateCallable(predicate_key_a_value_c)) \
.followed_by(LABEL_LAYER_D,
BoboPredicateCallable(predicate_key_a_value_d))
def handler_setup(nfa_name, pattern, max_recent: int = 1):
buffer = SharedVersionedMatchBuffer()
nfa = BoboRuleBuilder.nfa(name_nfa=nfa_name, pattern=pattern)
handler = BoboNFAHandler(nfa=nfa, buffer=buffer, max_recent=max_recent)
handlersub = NFAHandlerSubscriber()
handler.subscribe(handlersub)
return nfa, buffer, handler, handlersub