def _tune_IterativeRegression_SetThreshold(self, e=None, filename=None, n=None, indexes_are_important=None, support_access=None, threshold=None):
actual_std = threshold
getPropertiesFile()['BrightnessControlTuner']['tune.mode'] = "IterativeRegression"
getPropertiesFile()['BrightnessControlTuner']['tune.debug'] = False
getPropertiesFile()['BrightnessControlTuner']['tune.regression.debug'] = False
getPropertiesFile()['BrightnessControlTuner']['tune.regression.threshold'] = actual_std
getPropertiesFile()['BrightnessControlTuner']['tune.regression.max_improvement_attempts_on_best_score'] = 8
from time_utils.timer import MyTimer
with MyTimer():
actual_tuned = self._get_actual(m=3, e=e, filename=filename, n=n,
indexes_are_important=indexes_are_important, support_access=support_access)
if _Config.DEBUG:
sys.stderr.write(str(actual_tuned)+" ... "+str(threshold)+" ... ")
return actual_std, actual_tuned
def set_config_data(self):
d = getPropertiesFile()
o, a = get_parsed_commandline_options()
data = {
self._CONFIG_PROPERTIES:
json.dumps(d, separators=(',', ':')),
# Options from optparse returns an Object, so get its dict. @todo this is hack, move to non deprecated argparse, and handle object->json correctly.
self._CONFIG_OPTIONS:
json.dumps(o, separators=(',', ':'), default=lambda o: o.__dict__),
self._CONFIG_ARGUMENTS:
json.dumps(a, separators=(',', ':')),
}
return self.set_series(data)
def properties(self, output_path_prefix, input_filename, number_of_leds,
indexes_are_important_HCD, use_support_access, edge_qty):
getPropertiesFile(
)['LightIndexPositions']['results_file.csvfilename'] = input_filename
getPropertiesFile()['LightIndexPositions'][
'results_file.results_output_file_path_prefix'] = output_path_prefix
getPropertiesFile(
)['LightIndexPositions']['results_file.column_number'] = 3
getPropertiesFile()['LightIndexPositions'][
'results_file.number_of_leds'] = number_of_leds
getPropertiesFile(
)['FrameModel']['frame.withsupportaccess'] = use_support_access
getPropertiesFile()['FrameModel'][
'frame.indexes_are_important'] = indexes_are_important_HCD
getPropertiesFile(
)['FrameModel']['frame.number_of_vertices_per_edge'] = edge_qty
getPropertiesFile(
)['FrameModel']['frame.support_access_vertices_to_remove'] = 1
getPropertiesFile()['LightOutput'][
'light.output_intensity_from_index.enforce_default'] = True
getPropertiesFile()['LightOutput'][
'light.output_intensity_from_index.default_value'] = 1.0
def _tune_SciPyBasinHopping(self, e=None, filename=None, n=None, indexes_are_important=None, support_access=None):
actual_std = self._get_actual(m=2, e=e, filename=filename, n=n, indexes_are_important=indexes_are_important, support_access=support_access)
getPropertiesFile()['BrightnessControlTuner']['tune.mode'] = "L-BFGS-B"
getPropertiesFile()['BrightnessControlTuner']['tune.debug'] = False
getPropertiesFile()['BrightnessControlTuner']['tune.scipy.basinhopping.niter'] = 0
getPropertiesFile()['BrightnessControlTuner']['tune.scipy.basinhopping.niter_success'] = 1
getPropertiesFile()['BrightnessControlTuner']['tune.scipy.basinhopping.lower_bounds'] = 0.5
getPropertiesFile()['BrightnessControlTuner']['tune.scipy.basinhopping.upper_bounds'] = 1.5
getPropertiesFile()['BrightnessControlTuner']['tune.scipy.basinhopping.t'] = 0.5
getPropertiesFile()['BrightnessControlTuner']['tune.scipy.basinhopping.disp'] = False
from time_utils.timer import MyTimer
with MyTimer():
actual_tuned = self._get_actual(m=3, e=e, filename=filename, n=n, indexes_are_important=indexes_are_important, support_access=support_access)
if _Config.DEBUG:
sys.stderr.write(str(actual_tuned)+" ... "+str(threshold)+" ... ")
return actual_std, actual_tuned