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Diffstat (limited to 'test/pta.py')
-rwxr-xr-x | test/pta.py | 376 |
1 files changed, 376 insertions, 0 deletions
diff --git a/test/pta.py b/test/pta.py new file mode 100755 index 0000000..0ed95be --- /dev/null +++ b/test/pta.py @@ -0,0 +1,376 @@ +#!/usr/bin/env python3 + +from automata import PTA +import unittest + +example_json_1 = { + 'parameters' : ['datarate', 'txbytes', 'txpower'], + 'initial_param_values' : [None, None], + 'state' : { + 'IDLE' : { + 'power' : { + 'static' : 5, + } + }, + 'TX' : { + 'power' : { + 'static' : 100, + 'function' : { + 'raw' : 'regression_arg(0) + regression_arg(1)' + ' * parameter(txpower)', + 'regression_args' : [ 100, 2 ] + }, + } + }, + }, + 'transitions' : [ + { + 'name' : 'init', + 'origin' : ['UNINITIALIZED', 'IDLE'], + 'destination' : 'IDLE', + 'duration' : { + 'static' : 50000, + }, + 'set_param' : { + 'txpower' : 10 + }, + }, + { + 'name' : 'setTxPower', + 'origin' : 'IDLE', + 'destination' : 'IDLE', + 'duration' : { 'static' : 120 }, + 'energy ' : { 'static' : 10000 }, + 'arg_to_param_map' : { 'txpower' : 0 }, + 'argument_values' : [ [10, 20, 30] ], + }, + { + 'name' : 'send', + 'origin' : 'IDLE', + 'destination' : 'TX', + 'duration' : { + 'static' : 10, + 'function' : { + 'raw' : 'regression_arg(0) + regression_arg(1)' + ' * function_arg(1)', + 'regression_args' : [48, 8], + }, + }, + 'energy' : { + 'static' : 3, + 'function' : { + 'raw' : 'regression_arg(0) + regression_arg(1)' + ' * function_arg(1)', + 'regression_args' : [3, 5], + }, + }, + 'arg_to_param_map' : { 'txbytes' : 1 }, + 'argument_values' : [ ['"foo"', '"hodor"'], [3, 5] ], + 'argument_combination' : 'zip', + }, + { + 'name' : 'txComplete', + 'origin' : 'TX', + 'destination' : 'IDLE', + 'is_interrupt' : 1, + 'timeout' : { + 'static' : 2000, + 'function' : { + 'raw' : 'regression_arg(0) + regression_arg(1)' + ' * parameter(txbytes)', + 'regression_args' : [ 500, 16 ], + }, + }, + } + ], +} + +def dfs_tran_to_name(runs: list, with_args: bool) -> list: + if with_args: + return list(map(lambda run: list(map(lambda x: (x[0].name, x[1]), run)), runs)) + return list(map(lambda run: list(map(lambda x: (x[0].name), run)), runs)) + +class TestPTA(unittest.TestCase): + def test_dfs(self): + pta = PTA(['IDLE', 'TX']) + pta.add_transition('UNINITIALIZED', 'IDLE', 'init') + pta.add_transition('IDLE', 'TX', 'send') + pta.add_transition('TX', 'IDLE', 'txComplete') + self.assertEqual(dfs_tran_to_name(pta.dfs(0), False), [['init']]) + self.assertEqual(dfs_tran_to_name(pta.dfs(1), False), [['init', 'send']]) + self.assertEqual(dfs_tran_to_name(pta.dfs(2), False), [['init', 'send', 'txComplete']]) + self.assertEqual(dfs_tran_to_name(pta.dfs(3), False), [['init', 'send', 'txComplete', 'send']]) + + pta = PTA(['IDLE']) + pta.add_transition('UNINITIALIZED', 'IDLE', 'init') + pta.add_transition('IDLE', 'IDLE', 'set1') + pta.add_transition('IDLE', 'IDLE', 'set2') + self.assertEqual(dfs_tran_to_name(pta.dfs(0), False), [['init']]) + self.assertEqual(sorted(dfs_tran_to_name(pta.dfs(1), False)), [['init', 'set1'], ['init', 'set2']]) + self.assertEqual(sorted(dfs_tran_to_name(pta.dfs(2), False)), [['init', 'set1', 'set1'], + ['init', 'set1', 'set2'], + ['init', 'set2', 'set1'], + ['init', 'set2', 'set2']]) + + def test_dfs_accepting(self): + pta = PTA(['IDLE', 'TX'], accepting_states = ['IDLE']) + pta.add_transition('UNINITIALIZED', 'IDLE', 'init') + pta.add_transition('IDLE', 'TX', 'send') + pta.add_transition('TX', 'IDLE', 'txComplete') + self.assertEqual(dfs_tran_to_name(pta.dfs(0), False), [['init']]) + self.assertEqual(dfs_tran_to_name(pta.dfs(1), False), []) + self.assertEqual(dfs_tran_to_name(pta.dfs(2), False), [['init', 'send', 'txComplete']]) + self.assertEqual(dfs_tran_to_name(pta.dfs(3), False), []) + + def test_dfs_objects(self): + pta = PTA(['IDLE', 'TX']) + pta.add_transition('UNINITIALIZED', 'IDLE', 'init') + pta.add_transition('IDLE', 'TX', 'send') + pta.add_transition('TX', 'IDLE', 'txComplete') + traces = list(pta.dfs(2)) + self.assertEqual(len(traces), 1) + trace = traces[0] + self.assertEqual(len(trace), 3) + self.assertEqual(trace[0][0].name, 'init') + self.assertEqual(trace[1][0].name, 'send') + self.assertEqual(trace[2][0].name, 'txComplete') + self.assertEqual(pta.get_transition_id(trace[0][0]), 0) + self.assertEqual(pta.get_transition_id(trace[1][0]), 1) + self.assertEqual(pta.get_transition_id(trace[2][0]), 2) + + def test_from_json(self): + pta = PTA.from_json(example_json_1) + self.assertEqual(pta.parameters, ['datarate', 'txbytes', 'txpower']) + self.assertEqual(pta.state['UNINITIALIZED'].name, 'UNINITIALIZED') + self.assertEqual(pta.state['IDLE'].name, 'IDLE') + self.assertEqual(pta.state['TX'].name, 'TX') + self.assertEqual(len(pta.transitions), 5) + self.assertEqual(pta.transitions[0].name, 'init') + self.assertEqual(pta.transitions[1].name, 'init') + self.assertEqual(pta.transitions[2].name, 'setTxPower') + self.assertEqual(pta.transitions[3].name, 'send') + self.assertEqual(pta.transitions[4].name, 'txComplete') + + #def test_to_json(self): + # pta = PTA.from_json(example_json_1) + # json = pta.to_json() + # json['state'].pop('UNINITIALIZED') + # print(json) + # self.assertDictEqual(json, example_json_1) + + def test_from_json_dfs(self): + pta = PTA.from_json(example_json_1) + self.assertEqual(sorted(dfs_tran_to_name(pta.dfs(1), False)), [['init', 'init'], ['init', 'send'], ['init', 'setTxPower']]) + self.assertEqual(sorted(dfs_tran_to_name(pta.dfs(1, with_arguments = True), True)), + [ + [('init', ()), ('init', ())], + [('init', ()), ('send', ('"foo"', 3))], + [('init', ()), ('send', ('"hodor"', 5))], + [('init', ()), ('setTxPower', (10,))], + [('init', ()), ('setTxPower', (20,))], + [('init', ()), ('setTxPower', (30,))], + ] + ) + + def test_from_json_function(self): + pta = PTA.from_json(example_json_1) + self.assertEqual(pta.state['TX'].get_energy(1000, {'datarate' : 10, 'txbytes' : 6, 'txpower' : 10 }), 1000 * (100 + 2 * 10)) + self.assertEqual(pta.transitions[4].get_timeout({'datarate' : 10, 'txbytes' : 6, 'txpower' : 10 }), 500 + 16 * 6) + + def test_simulation(self): + pta = PTA() + pta.add_state('IDLE', power = 5) + pta.add_state('TX', power = 100) + pta.add_transition('UNINITIALIZED', 'IDLE', 'init', duration = 50000) + pta.add_transition('IDLE', 'TX', 'send', energy = 3, duration = 10) + pta.add_transition('TX', 'IDLE', 'txComplete', timeout = 2000, is_interrupt = True) + trace = [ + ['init'], + ['sleep', 10000000], + ['send', 'foo', 3], + ['sleep', 5000000], + ['send', 'foo', 3] + ] + expected_energy = 5. * 10000000 + 3 + 100 * 2000 + 5 * 5000000 + 3 + 100 * 2000 + expected_duration = 50000 + 10000000 + 10 + 2000 + 5000000 + 10 + 2000 + power, duration, state, parameters = pta.simulate(trace) + self.assertEqual(power, expected_energy) + self.assertEqual(duration, expected_duration) + self.assertEqual(state.name, 'IDLE') + self.assertEqual(parameters, {}) + + def test_simulation_param_none(self): + pta = PTA(parameters = ['txpower', 'length']) + pta.add_state('IDLE', power = 5) + pta.add_state('TX', power = 100) + pta.add_transition('UNINITIALIZED', 'IDLE', 'init', energy = 500000, duration = 50000) + pta.add_transition('IDLE', 'TX', 'send', energy = 3, duration = 10) + pta.add_transition('TX', 'IDLE', 'txComplete', timeout = 2000, is_interrupt = True) + trace = [ + ['init'], + ] + expected_energy = 500000 + expected_duration = 50000 + power, duration, state, parameters = pta.simulate(trace) + self.assertEqual(power, expected_energy) + self.assertEqual(duration, expected_duration) + self.assertEqual(state.name, 'IDLE') + self.assertEqual(parameters, { + 'txpower' : None, + 'length' : None + }) + + def test_simulation_param_update_function(self): + pta = PTA(parameters = ['txpower', 'length']) + pta.add_state('IDLE', power = 5) + pta.add_state('TX', power = 100) + pta.add_transition('UNINITIALIZED', 'IDLE', 'init', energy = 500000, duration = 50000) + pta.add_transition('IDLE', 'IDLE', 'setTxPower', energy = 10000, duration = 120, + param_update_function = lambda param, arg: {**param, 'txpower' : arg[0]}) + pta.add_transition('IDLE', 'TX', 'send', energy = 3, duration = 10) + pta.add_transition('TX', 'IDLE', 'txComplete', timeout = 2000, is_interrupt = True) + trace = [ + ['init'], + ['setTxPower', 10] + ] + expected_energy = 510000 + expected_duration = 50120 + power, duration, state, parameters = pta.simulate(trace) + self.assertEqual(power, expected_energy) + self.assertEqual(duration, expected_duration) + self.assertEqual(state.name, 'IDLE') + self.assertEqual(parameters, { + 'txpower' : 10, + 'length' : None + }) + + def test_simulation_arg_to_param_map(self): + pta = PTA(parameters = ['txpower', 'length']) + pta.add_state('IDLE', power = 5) + pta.add_state('TX', power = 100) + pta.add_transition('UNINITIALIZED', 'IDLE', 'init', energy = 500000, duration = 50000) + pta.add_transition('IDLE', 'IDLE', 'setTxPower', energy = 10000, duration = 120, + arg_to_param_map = {'txpower' : 0}) + pta.add_transition('IDLE', 'TX', 'send', energy = 3, duration = 10) + pta.add_transition('TX', 'IDLE', 'txComplete', timeout = 2000, is_interrupt = True) + trace = [ + ['init'], + ['setTxPower', 10] + ] + expected_energy = 510000 + expected_duration = 50120 + power, duration, state, parameters = pta.simulate(trace) + self.assertEqual(power, expected_energy) + self.assertEqual(duration, expected_duration) + self.assertEqual(state.name, 'IDLE') + self.assertEqual(parameters, { + 'txpower' : 10, + 'length' : None + }) + + def test_simulation_set_param(self): + pta = PTA(parameters = ['txpower', 'length']) + pta.add_state('IDLE', power = 5) + pta.add_state('TX', power = 100) + pta.add_transition('UNINITIALIZED', 'IDLE', 'init', energy = 500000, duration = 50000, set_param = {'txpower' : 10}) + trace = [ + ['init'], + ] + expected_energy = 500000 + expected_duration = 50000 + power, duration, state, parameters = pta.simulate(trace) + self.assertEqual(power, expected_energy) + self.assertEqual(duration, expected_duration) + self.assertEqual(state.name, 'IDLE') + self.assertEqual(parameters, { + 'txpower' : 10, + 'length' : None + }) + + def test_simulation_arg_function(self): + pta = PTA(parameters = ['txpower', 'length']) + pta.add_state('IDLE', power = 5) + pta.add_state('TX', power = 100) + pta.add_transition('UNINITIALIZED', 'IDLE', 'init', energy = 500000, duration = 50000) + pta.add_transition('IDLE', 'IDLE', 'setTxPower', energy = 10000, duration = 120, + param_update_function = lambda param, arg: {**param, 'txpower' : arg[0]}) + pta.add_transition('IDLE', 'TX', 'send', energy = 3, duration = 10, + energy_function = lambda param, arg: 3 + 5 * arg[1], + duration_function = lambda param, arg: 48 + 8 * arg[1]) + pta.add_transition('TX', 'IDLE', 'txComplete', timeout = 2000, is_interrupt = True) + trace = [ + ['init'], + ['setTxPower', 10], + ['send', 'foo', 3], + ] + expected_energy = 500000 + 10000 + (3 + 5 * 3) + (2000 * 100) + expected_duration = 50000 + 120 + (48 + 8 * 3) + 2000 + power, duration, state, parameters = pta.simulate(trace) + self.assertEqual(power, expected_energy) + self.assertEqual(duration, expected_duration) + self.assertEqual(state.name, 'IDLE') + self.assertEqual(parameters, { + 'txpower' : 10, + 'length' : None + }) + + pta = PTA(parameters = ['txpower', 'length']) + pta.add_state('IDLE', power = 5) + pta.add_state('TX', power = 100) + pta.add_transition('UNINITIALIZED', 'IDLE', 'init', energy = 500000, duration = 50000) + pta.add_transition('IDLE', 'IDLE', 'setTxPower', energy = 10000, duration = 120, + param_update_function = lambda param, arg: {**param, 'txpower' : arg[0]}) + pta.add_transition('IDLE', 'TX', 'send', energy = 3, duration = 10, + energy_function = lambda param, arg: 3 + 5 * arg[1], + duration_function = lambda param, arg: 48 + 8 * arg[1]) + pta.add_transition('TX', 'IDLE', 'txComplete', timeout = 2000, is_interrupt = True) + trace = [ + ['init'], + ['setTxPower', 10], + ['send', 'foobar', 6], + ] + expected_energy = 500000 + 10000 + (3 + 5 * 6) + (2000 * 100) + expected_duration = 50000 + 120 + (48 + 8 * 6) + 2000 + power, duration, state, parameters = pta.simulate(trace) + self.assertEqual(power, expected_energy) + self.assertEqual(duration, expected_duration) + self.assertEqual(state.name, 'IDLE') + self.assertEqual(parameters, { + 'txpower' : 10, + 'length' : None + }) + + + def test_simulation_param_function(self): + pta = PTA(parameters = ['length', 'txpower']) + pta.add_state('IDLE', power = 5) + pta.add_state('TX', power = 100, + power_function = lambda param, arg: 1000 + 2 * param[1]) + pta.add_transition('UNINITIALIZED', 'IDLE', 'init', energy = 500000, duration = 50000) + pta.add_transition('IDLE', 'IDLE', 'setTxPower', energy = 10000, duration = 120, + param_update_function = lambda param, arg: {**param, 'txpower' : arg[0]}) + pta.add_transition('IDLE', 'TX', 'send', energy = 3, duration = 10, + energy_function = lambda param, arg: 3 + 5 * arg[1], + param_update_function = lambda param, arg: {**param, 'length' : arg[1]}) + pta.add_transition('TX', 'IDLE', 'txComplete', timeout = 2000, is_interrupt = True, + timeout_function = lambda param, arg: 500 + 16 * param[0]) + trace = [ + ['init'], + ['setTxPower', 10], + ['send', 'foo', 3], + ] + expected_energy = 500000 + 10000 + (3 + 5 * 3) + (1000 + 2 * 10) * (500 + 16 * 3) + expected_duration = 50000 + 120 + 10 + (500 + 16 * 3) + power, duration, state, parameters = pta.simulate(trace) + self.assertEqual(power, expected_energy) + self.assertEqual(duration, expected_duration) + self.assertEqual(state.name, 'IDLE') + self.assertEqual(parameters, { + 'txpower' : 10, + 'length' : 3 + }) + + + +if __name__ == '__main__': + unittest.main() |