def test_run_nondeterministic_weave(self): # implement nazim fatès density classifier compu = cagen.DualRuleCellularAutomaton(184, 232, 0.1) sf = cagen.automatic_stepfunc(computation=compu, histogram=True, needs_random_generator=True) sf.gen_code() simu = CagenSimulator(sf) for i in range(50): simu.step_inline()
def test_compare_evil_random_pure(self): rule_a = 30 rule_b = 184 rando = ZerosThenOnesRandom(1001) compu = cagen.DualRuleCellularAutomaton(rule_a, rule_b, 0.5) sf = cagen.automatic_stepfunc(size=(100,), computation=compu, needs_random_generator=True, random_generator=rando, histogram=True) sf.gen_code() simu = CagenSimulator(sf) br = cagen.BinRule(rule=rule_a, config=simu.get_config()) for i in range(10): simu.step_pure_py() br.step_pure_py() assert_arrays_equal(simu.get_config(), br.get_config()) br2 = cagen.BinRule(rule=rule_b, config=simu.get_config()) for i in range(19): simu.step_pure_py() br2.step_pure_py() assert_arrays_equal(simu.get_config(), br2.get_config())
def test_compare_nondeterministic_weave(self): compu = cagen.DualRuleCellularAutomaton(184, 232, 1) sf = cagen.automatic_stepfunc(size=(100,), computation=compu, needs_random_generator=True, histogram=True) sf.gen_code() simu = CagenSimulator(sf) br = cagen.BinRule(rule=184, config=simu.get_config()) for i in range(50): simu.step_inline() br.step_inline() assert_arrays_equal(simu.get_config(), br.get_config())
def create_stepfunc(self): compu = DualRuleCellularAutomaton(self.rule_a, self.rule_b, self.probability) sf_obj = automatic_stepfunc(config=self.conf, computation=compu, activity=True, copy_borders=True, base=2, sparse_loop=True, needs_random_generator=True) sf_obj.gen_code() self.sim = CagenSimulator(sf_obj)
class DualRuleGadget(QDialog): def __init__(self): super(DualRuleGadget, self).__init__() self.rule_a = 184 self.rule_b = 232 self.probability = 0.99 self.sim_timer = QTimer(self) self.sim_timer.timeout.connect(self.stepsim) self.conf = RandomConfiguration(2, 0.5, 0.5).generate((300,)) self.create_stepfunc() self.init_gui() self.make_connections() self.sim_timer.start(0) def create_stepfunc(self): compu = DualRuleCellularAutomaton(self.rule_a, self.rule_b, self.probability) sf_obj = automatic_stepfunc(config=self.conf, computation=compu, activity=True, copy_borders=True, base=2, sparse_loop=True, needs_random_generator=True) sf_obj.gen_code() self.sim = CagenSimulator(sf_obj) def init_gui(self): # a box to hold the UI elements at the top self.control_box = QHBoxLayout() # edit boxes for the rule numbers self.rule_a_edit = QSpinBox(self) self.rule_b_edit = QSpinBox(self) for box in (self.rule_a_edit, self.rule_b_edit): box.setRange(0, 255) self.rule_a_edit.setValue(self.rule_a) self.rule_b_edit.setValue(self.rule_b) # this slider lets you assign probabilities self.probab_slider = QSlider(Qt.Horizontal, self) self.probab_slider.setRange(0, 1000) self.probab_slider.setSingleStep(10) self.probab_slider.setValue(1000 - self.probability * 1000) # with this button you build a new config self.reroll_conf = QPushButton("Re-roll config", self) self.control_box.addWidget(self.rule_a_edit) self.control_box.addWidget(self.probab_slider) self.control_box.addWidget(self.rule_b_edit) self.control_box.addWidget(self.reroll_conf) self.whole_layout = QVBoxLayout() self.whole_layout.addLayout(self.control_box) # this widget displays the configuration self.displaywidget = DisplayWidget(self.sim) self.displaywidget.set_scale(2) self.whole_layout.addWidget(self.displaywidget) self.setLayout(self.whole_layout) def make_connections(self): # when the displaywidget is fully rendered, stop the timer self.displaywidget.display.image_wrapped.connect(self.sim_timer.stop) # when any change is made, change everything self.probab_slider.sliderMoved.connect(self.slot_change_settings) self.probab_slider.valueChanged.connect(self.slot_change_settings) self.rule_a_edit.valueChanged.connect(self.slot_change_settings) self.rule_b_edit.valueChanged.connect(self.slot_change_settings) # the reroll conf button calls slot_reroll_conf self.reroll_conf.clicked.connect(self.slot_reroll_conf) def slot_change_settings(self): self.rule_a = self.rule_a_edit.value() self.rule_b = self.rule_b_edit.value() self.probability = 1.0 - (self.probab_slider.value() / 1000.) # if we don't disconnect the signal, the old displays might be kept # instead of deleted by the garbage collector. self.displaywidget.display.image_wrapped.disconnect(self.sim_timer.stop) self.create_stepfunc() self.displaywidget.switch_simulator(self.sim) self.displaywidget.set_scale(2) self.displaywidget.display.image_wrapped.connect(self.sim_timer.stop) # since we have changed things, run the simulation as fast as possible. self.sim_timer.start(0) def slot_reroll_conf(self): self.conf = RandomConfiguration(2, 0.5, 0.5).generate(self.sim.shape) self.slot_change_settings() def stepsim(self): self.sim.step()