def test_run3(self): """Doctest case with propage recovered singles""" d = ContextAggregator( config={ "propagation_mode": ContextAggregator.AGGREGATION_MODE, "max_tau": 1, "propagate_recovered_singles": True, } ) # d.initialize() # Always execute initialize before newly receive data # Emulating receive data from neighbors d.receive(1, set([Context(value=1.0, cohorts=[0, 1, 2])])) d.receive(2, set([Context(value=2.0, cohorts=[0])])) d.receive(3, set([Context(value=3.0, cohorts=[1])])) d.receive(4, set([Context(value=7.0, cohorts=[9], hopcount=Context.SPECIAL_CONTEXT)])) # Emulating accumulated contexts context_db = set( [ Context(value=1.0, cohorts=[2, 4, 5, 3]), Context(value=1.0, cohorts=[5, 6]), Context(value=7.0, cohorts=[7, 8]), ] ) d.set_database(singles=set([]), aggregates=context_db, timestamp=10) d.run_dataflow(timestamp=10) # Emulating newly found singles and aggregates from database self.assertTrue(same(d.get_database_singles(timestamp=10), [[0, 1, 2, 9], []])) self.assertTrue(same(d.get_database_aggregates(timestamp=10), [[7, 8], [3, 4, 5], [6, 5]])) # Emulating the disaggregation process self.assertTrue(same(d.get_singles(timestamp=10), [[0, 1, 2, 9], []])) self.assertTrue(same(d.get_primes(timestamp=10), [[7, 8]])) self.assertTrue(same(d.get_non_primes(timestamp=10), [[3, 4, 5], [5, 6]])) self.assertTrue(same(d.get_selected_non_primes(timestamp=10), [[3, 4, 5]])) self.assertTrue(d.get_new_aggregate().get_cohorts_as_set() == set([0, 1, 2, 3, 4, 5, 7, 8, 9])) self.assertTrue(same(d.get_filtered_singles(), [[0, 1, 2, 9], []]))
def test_run1(self): """Only [4,5] is prime All the others are singles """ d = ContextAggregator() d.receive(1, set([Context(value=1.0, cohorts=[0, 1, 2])])) d.receive(2, set([Context(value=2.0, cohorts=[0])])) d.set_database( set([Context(value=1.0, cohorts=[0, 1, 2, 3, 4, 5]), Context(value=2.0, cohorts=[1])]), set([Context(value=1.0, cohorts=[2, 3])]), ) d.run_dataflow() self.assertTrue(same(d.get_singles(), [[0, 1, 2, 3], []])) self.assertTrue(same(d.get_primes(), [[], [4, 5]]))
def test_run_dataflow_single_only(self): # at timestamp = 0 config = {ContextAggregator.PM:ContextAggregator.SINGLE_ONLY_MODE} c0 = ContextAggregator(id=0, config=config) c1 = ContextAggregator(id=1, config=config) c2 = ContextAggregator(id=2, config=config) # First round ## compute c0.process_to_set_output(neighbors=[1], timestamp = 0) c1.process_to_set_output(neighbors=[0,2], timestamp = 0) c2.process_to_set_output(neighbors=[1], timestamp = 0) ## communication r0_1 = c0.send(neighbor=1, timestamp=0) r1_0 = c1.send(neighbor=0, timestamp=0) r1_2 = c1.send(neighbor=2, timestamp=0) r2_1 = c2.send(neighbor=1, timestamp=0) c1.receive(from_node=0, contexts=r0_1[1], timestamp=0) c0.receive(from_node=1, contexts=r1_0[0], timestamp=0) c2.receive(from_node=1, contexts=r1_2[2], timestamp=0) c1.receive(from_node=2, contexts=r2_1[1], timestamp=0) r1_0 = c1.get_received_data(from_node=0) r0_1 = c0.get_received_data(from_node=1) r1_2 = c1.get_received_data(from_node=2) r2_1 = c2.get_received_data(from_node=1) self.assertTrue(contexts_to_standard(r1_0), [[0],[]]) self.assertTrue(contexts_to_standard(r0_1), [[1],[]]) self.assertTrue(contexts_to_standard(r1_2), [[2],[]]) self.assertTrue(contexts_to_standard(r2_1), [[1],[]]) # Second round ## compute o0 = c0.process_to_set_output(neighbors=[1], timestamp = 0) o1 = c1.process_to_set_output(neighbors=[0,2], timestamp = 0) o2 = c2.process_to_set_output(neighbors=[1], timestamp = 0) self.assertTrue(contexts_to_standard(c0.get_singles(timestamp=0)) == [[0,1],[]]) self.assertTrue(contexts_to_standard(c1.get_singles(timestamp=0)) == [[0,1,2],[]]) self.assertTrue(contexts_to_standard(c2.get_singles(timestamp=0)) == [[1,2],[]]) self.assertTrue(o0 == {1: [[], []]}) self.assertTrue(o1 == {0: [[2], []], 2:[[0], []]}) self.assertTrue(o2 == {1: [[], []]}) ## communication self.assertTrue(c0.is_nothing_to_send()) self.assertTrue(c2.is_nothing_to_send()) r1_0 = c1.send(neighbor=0, timestamp=0) r1_2 = c1.send(neighbor=2, timestamp=0) self.assertTrue(contexts_to_standard(r1_0[0]) == [[2],[]]) self.assertTrue(contexts_to_standard(r1_2[2]) == [[0],[]]) c0.receive(from_node=1, contexts=r1_0[0], timestamp=0) c2.receive(from_node=1, contexts=r1_2[2], timestamp=0) r0_1 = c0.get_received_data(from_node=1) r2_1 = c2.get_received_data(from_node=1) self.assertTrue(contexts_to_standard(r0_1) == [[2],[]]) self.assertTrue(contexts_to_standard(r2_1) == [[0],[]]) # Third iteration o0 = c0.process_to_set_output(neighbors=[1], timestamp = 0) o1 = c1.process_to_set_output(neighbors=[0,2], timestamp = 0) o2 = c2.process_to_set_output(neighbors=[1], timestamp = 0) self.assertTrue(contexts_to_standard(c0.get_singles(timestamp=0)) == [[0,1,2],[]]) self.assertTrue(contexts_to_standard(c1.get_singles(timestamp=0)) == [[0,1,2],[]]) self.assertTrue(contexts_to_standard(c2.get_singles(timestamp=0)) == [[0,1,2],[]]) self.assertTrue(o0 == {1: [[], []]}) #self.assertTrue(o1 == {0: [[], []], 2:[[], []]}) self.assertTrue(o1 == {}) # {0: [[], []], 2:[[], []]}) self.assertTrue(o2 == {1: [[], []]}) self.assertTrue(c0.is_nothing_to_send()) self.assertTrue(c1.is_nothing_to_send()) self.assertTrue(c2.is_nothing_to_send())