def test_WhenFinishedAll_2(self): comp = Composition() A = TransferMechanism(function=Linear(slope=5.0, intercept=2.0), name='A') A.is_finished_flag = False B = TransferMechanism(function=Linear(intercept=4.0), name='B') B.is_finished_flag = True C = TransferMechanism(function=Linear(intercept=1.5), name='C') for m in [A, B, C]: comp.add_node(m) comp.add_projection(MappingProjection(), A, C) comp.add_projection(MappingProjection(), B, C) sched = Scheduler(composition=comp) sched.add_condition(A, EveryNPasses(1)) sched.add_condition(B, EveryNPasses(1)) sched.add_condition(C, WhenFinishedAll(A, B)) termination_conds = {} termination_conds[TimeScale.RUN] = AfterNTrials(1) termination_conds[TimeScale.TRIAL] = AfterNCalls(A, 5) output = list(sched.run(termination_conds=termination_conds)) expected_output = [ set([A, B]), set([A, B]), set([A, B]), set([A, B]), set([A, B]), ] assert output == pytest.helpers.setify_expected_output(expected_output)
def test_invtriangle_1(self): comp = Composition() A = TransferMechanism(function=Linear(slope=5.0, intercept=2.0), name='scheduler-pytests-A') B = TransferMechanism(function=Linear(intercept=4.0), name='scheduler-pytests-B') C = TransferMechanism(function=Linear(intercept=1.5), name='scheduler-pytests-C') for m in [A, B, C]: comp.add_node(m) comp.add_projection(MappingProjection(), A, C) comp.add_projection(MappingProjection(), B, C) sched = Scheduler(composition=comp) sched.add_condition(A, EveryNPasses(1)) sched.add_condition(B, EveryNCalls(A, 2)) sched.add_condition(C, Any(AfterNCalls(A, 3), AfterNCalls(B, 3))) termination_conds = {} termination_conds[TimeScale.RUN] = AfterNTrials(1) termination_conds[TimeScale.TRIAL] = AfterNCalls(C, 4, time_scale=TimeScale.TRIAL) output = list(sched.run(termination_conds=termination_conds)) expected_output = [ A, set([A, B]), A, C, set([A, B]), C, A, C, set([A, B]), C ] # pprint.pprint(output) assert output == pytest.helpers.setify_expected_output(expected_output)
def test_composite_condition_multi(self): comp = Composition() A = TransferMechanism(function=Linear(slope=5.0, intercept=2.0), name='A') B = TransferMechanism(function=Linear(intercept=4.0), name='B') C = TransferMechanism(function=Linear(intercept=1.5), name='C') for m in [A, B, C]: comp.add_node(m) comp.add_projection(MappingProjection(), A, B) comp.add_projection(MappingProjection(), B, C) sched = Scheduler(composition=comp) sched.add_condition(A, EveryNPasses(1)) sched.add_condition(B, EveryNCalls(A, 2)) sched.add_condition(C, All( Any( AfterPass(6), AfterNCalls(B, 2) ), Any( AfterPass(2), AfterNCalls(B, 3) ) ) ) termination_conds = {} termination_conds[TimeScale.RUN] = AfterNTrials(1) termination_conds[TimeScale.TRIAL] = AfterNCalls(C, 3) output = list(sched.run(termination_conds=termination_conds)) expected_output = [ A, A, B, A, A, B, C, A, C, A, B, C ] assert output == pytest.helpers.setify_expected_output(expected_output)
def test_checkmark2_1(self): comp = Composition() A = TransferMechanism(function=Linear(slope=5.0, intercept=2.0), name='scheduler-pytests-A') B = TransferMechanism(function=Linear(intercept=4.0), name='scheduler-pytests-B') C = TransferMechanism(function=Linear(intercept=1.5), name='scheduler-pytests-C') D = TransferMechanism(function=Linear(intercept=.5), name='scheduler-pytests-D') for m in [A, B, C, D]: comp.add_node(m) comp.add_projection(MappingProjection(), A, B) comp.add_projection(MappingProjection(), A, D) comp.add_projection(MappingProjection(), B, D) comp.add_projection(MappingProjection(), C, D) sched = Scheduler(composition=comp) sched.add_condition(A, EveryNPasses(1)) sched.add_condition(B, EveryNCalls(A, 2)) sched.add_condition(C, EveryNCalls(A, 2)) sched.add_condition(D, All(EveryNCalls(B, 2), EveryNCalls(C, 2))) termination_conds = {} termination_conds[TimeScale.RUN] = AfterNTrials(1) termination_conds[TimeScale.TRIAL] = AfterNCalls(D, 1, time_scale=TimeScale.TRIAL) output = list(sched.run(termination_conds=termination_conds)) expected_output = [ A, set([A, C]), B, A, set([A, C]), B, D ] assert output == pytest.helpers.setify_expected_output(expected_output)
def test_triangle_4b(self): comp = Composition() A = TransferMechanism(function=Linear(slope=5.0, intercept=2.0), name='scheduler-pytests-A') B = TransferMechanism(function=Linear(intercept=4.0), name='scheduler-pytests-B') C = TransferMechanism(function=Linear(intercept=1.5), name='scheduler-pytests-C') for m in [A, B, C]: comp.add_node(m) comp.add_projection(MappingProjection(), A, B) comp.add_projection(MappingProjection(), A, C) sched = Scheduler(composition=comp) sched.add_condition(A, EveryNPasses(1)) sched.add_condition(B, EveryNCalls(A, 2)) sched.add_condition(C, All(WhenFinished(A), AfterNCalls(B, 3))) termination_conds = {} termination_conds[TimeScale.RUN] = AfterNTrials(1) termination_conds[TimeScale.TRIAL] = AfterNCalls(C, 1) output = [] i = 0 for step in sched.run(termination_conds=termination_conds): if i == 10: A._is_finished = True output.append(step) i += 1 expected_output = [A, A, B, A, A, B, A, A, B, A, A, set([B, C])] # pprint.pprint(output) assert output == pytest.helpers.setify_expected_output(expected_output)
def test_9(self): comp = Composition() A = TransferMechanism(function=Linear(slope=5.0, intercept=2.0), name='scheduler-pytests-A') B = TransferMechanism(function=Linear(intercept=4.0), name='scheduler-pytests-B') for m in [A, B]: comp.add_node(m) comp.add_projection(MappingProjection(), A, B) sched = Scheduler(composition=comp) sched.add_condition(A, EveryNPasses(1)) sched.add_condition(B, WhenFinished(A)) termination_conds = {} termination_conds[TimeScale.RUN] = AfterNTrials(1) termination_conds[TimeScale.TRIAL] = AfterNCalls(B, 2) output = [] i = 0 A.is_finished_flag = False for step in sched.run(termination_conds=termination_conds): if i == 3: A.is_finished_flag = True output.append(step) i += 1 expected_output = [A, A, A, A, B, A, B] assert output == pytest.helpers.setify_expected_output(expected_output)
def test_All_end_after_one_finished(self): comp = Composition() A = TransferMechanism(function=Linear(slope=5.0, intercept=2.0), name='A') for m in [A]: comp.add_node(m) sched = Scheduler(composition=comp) sched.add_condition(A, EveryNPasses(1)) termination_conds = {} termination_conds[TimeScale.RUN] = AfterNTrials(1) termination_conds[TimeScale.TRIAL] = Any(AfterNCalls(A, 5), AtPass(10)) output = list(sched.run(termination_conds=termination_conds)) expected_output = [A for _ in range(5)] assert output == pytest.helpers.setify_expected_output(expected_output)
def test_linear_AAB(self): comp = Composition() A = TransferMechanism(function=Linear(slope=5.0, intercept=2.0), name='scheduler-pytests-A') B = TransferMechanism(function=Linear(intercept=4.0), name='scheduler-pytests-B') for m in [A, B]: comp.add_node(m) comp.add_projection(MappingProjection(), A, B) sched = Scheduler(composition=comp) sched.add_condition(A, EveryNPasses(1)) sched.add_condition(B, EveryNCalls(A, 2)) termination_conds = {} termination_conds[TimeScale.RUN] = AfterNCalls(B, 2, time_scale=TimeScale.RUN) termination_conds[TimeScale.TRIAL] = AfterNCalls(B, 2, time_scale=TimeScale.TRIAL) output = list(sched.run(termination_conds=termination_conds)) expected_output = [A, A, B, A, A, B] assert output == pytest.helpers.setify_expected_output(expected_output)
def test_9b(self): comp = Composition() A = TransferMechanism(function=Linear(slope=5.0, intercept=2.0), name='scheduler-pytests-A') A._is_finished = False B = TransferMechanism(function=Linear(intercept=4.0), name='scheduler-pytests-B') for m in [A, B]: comp.add_node(m) comp.add_projection(MappingProjection(), A, B) sched = Scheduler(composition=comp) sched.add_condition(A, EveryNPasses(1)) sched.add_condition(B, WhenFinished(A)) termination_conds = {} termination_conds[TimeScale.RUN] = AfterNTrials(1) termination_conds[TimeScale.TRIAL] = AtPass(5) output = list(sched.run(termination_conds=termination_conds)) expected_output = [A, A, A, A, A] assert output == pytest.helpers.setify_expected_output(expected_output)
def test_no_termination_conds(self): comp = Composition() A = TransferMechanism(function=Linear(slope=5.0, intercept=2.0), name='scheduler-pytests-A') B = TransferMechanism(function=Linear(intercept=4.0), name='scheduler-pytests-B') C = TransferMechanism(function=Linear(intercept=1.5), name='scheduler-pytests-C') for m in [A, B, C]: comp.add_node(m) comp.add_projection(MappingProjection(), A, B) comp.add_projection(MappingProjection(), B, C) sched = Scheduler(composition=comp) sched.add_condition(A, EveryNPasses(1)) sched.add_condition(B, EveryNCalls(A, 2)) sched.add_condition(C, EveryNCalls(B, 3)) output = list(sched.run()) expected_output = [ A, A, B, A, A, B, A, A, B, C, ] # pprint.pprint(output) assert output == pytest.helpers.setify_expected_output(expected_output)