def run(self):
if self.bConnected:
# initialize
explorer = None
if self.exploration == "gridsearch":
self.explore = GridSearcher(self.args, self.connectionExplorer)
else:
self.explore = Metropolis(self.args, self.connectionExplorer)
# launch run
self.explore.run()
else:
raise RuntimeError("Psx.run() cannot be executed because of invalid connections.")
class Psx:
def __init__(self, exploration=args.exploration, input_path=args.input,
run_type=args.runtype, path=args.path,
server=args.server, timeout=args.timeout):
self.exploration = exploration
self.args = args
self.args.timeout = timeout
self.args.server = server
self.args.path = path
self.args.runtype = run_type
self.args.input = input_path
# connect to server
lstSrvHost = args.server.split(':')
self.comm = CommPSX(lstSrvHost, args.timeout)
# set connection and deploy communicator
self.connectionExplorer, connectionComm = multiprocessing.Pipe()
self.comm.connectionClient = connectionComm
self.comm.deploy()
# check success
self.connectionExplorer.send({COMMAND: STATUS})
self.bConnected = self.connectionExplorer.recv()
# make directories
make_dirs([path+'results', path+'results/matrices'])
self.explore = None
@property
def results(self):
return self.explore.dicSaving
def run(self):
if self.bConnected:
# initialize
explorer = None
if self.exploration == "gridsearch":
self.explore = GridSearcher(self.args, self.connectionExplorer)
else:
self.explore = Metropolis(self.args, self.connectionExplorer)
# launch run
self.explore.run()
else:
raise RuntimeError("Psx.run() cannot be executed because of invalid connections.")