def initialize(self, initial_runs):
self.simulations = SimulationSet()
for row in self.db:
try:
input = json.loads(row['input'])
output = json.loads(row['output'])
except TypeError:
logger.info(row['output'])
self.simulations.insert(input, output)
logger.info("loaded %i" % len(self.simulations))
if len(self.simulations) < initial_runs:
middle_point = InputSet.middle_point()
simulation_candidates = centered_latin_hypercube_I(middle_point, np.ones_like(middle_point), InputSet.lb, InputSet.ub, initial_runs)
self.run_add(simulation_candidates)
print("done loading/initializing")
def print_dict(self):
inputset = InputSet()
inputset.insert(InputSet.middle_point())
logger.info(dict(inputset[0]))
