def run_server(port=5000, learner=None):
"""Run server."""
logging.info("Listening on port %d" % port)
web.Application([(r"/", MainHandler)])
run_server.learner = learner()
@method
def reload():
"""Refresh data from the database."""
# loading data from database
run_server.learner = learner()
@method
def fit(*args, **kwargs):
"""Fit the model."""
reload()
# loading data from database
return run_server.learner.fit(*args, **kwargs)
@method
def call(*args, **kwargs):
return [float(x) for x in run_server.learner(*args, **kwargs)]
serve(port=port)
'-test_percent=%f' % (test_percent),
'-validata_percent=% f' % (validata_percent),
'-channel_num=%d' % (channel_num),
'-batch_size=%d' % (batch_size),
'-lr=%f' % (lr),
'-epochs=%d' % (epochs),
'-save_dir=%s' % (save_dir),
'-model_name=%s' % (model_name),
'-model_id=%s' % (model_id),
'-model_userid=%s' % (model_userid),
'-model_version=%s' % (model_version),
'-user_Optimizer=%s' % (user_optimizer),
'-ams_id=%s' % (ams_id),
'-jsonrpcMlClientPoint=%s' % (jsonrpcMlClientPoint)
])
print('current server ip address', jsonrpcMlClientPoint)
print("starting executing the python scripts.......")
except Exception as e:
print("Unexpected Error: {}".format(e))
# return a + b
Codes_path = '/root/Codes/uptest/made_modelApp.py'
return result
if __name__ == '__main__':
print("serve is running!!!")
serve("192.168.144.2", 10073)
print("serve is stop!")
print('....')
"""Using jsonrpcserver's built-in serve() function"""
from jsonrpcserver import method, serve
@method
def ping():
return "pong"
if __name__ == "__main__":
serve()
script_path =os.path.join('/root/Codes/newServer_kerasTrain/',network_name+'.py')
# result = os.system('''python /root/Codes/newServer_kerasTrain/made_modelApp.py -img_src %s -width %d -height %d -test_percent %f -validata_percent %f -channel_num %d -batch_size %d -lr %f -epochs %d -save_dir %s -model_name %s -model_id %s -model_userid %s -model_version %s -user_Optimizer %s -ams_id %s -jsonrpcMlClientPoint %s'''%(img_src,width,height,test_percent, validata_percent,channel_num,batch_size,lr,epochs,save_dir,model_name, model_id, model_userid, model_version,user_optimizer,ams_id,jsonrpcMlClientPoint))
try:
result = subprocess.call(['''python ''',script_path,'''-img_src %s -width %d -height %d -test_percent %f -validata_percent %f -channel_num %d -batch_size %d -lr %f -epochs %d -save_dir %s -model_name %s -model_id %s -model_userid %s -model_version %s -user_Optimizer %s -ams_id %s -jsonrpcMlClientPoint %s'''%(img_src,width,height,test_percent, validata_percent,channel_num,batch_size,lr,epochs,save_dir,model_name, model_id, model_userid, model_version,user_optimizer,ams_id,jsonrpcMlClientPoint)])
except Exception as e:
print("Unexpected Error: {}".format(e))
print('current server ip address',jsonrpcMlClientPoint)
print("starting executing the python scripts.......")
#return a + b
#Codes_path = '/root/Codes/online_train.py'
Codes_path = '/root/Codes/uptest/made_modelApp.py'
return Codes_path
# # Threading HTTP-Server
# http_server = pyjsonrpc.ThreadingHttpServer(
# server_address=('192.168.10.101', 10073),
# RequestHandlerClass=RequestHandler
# )
# print("Starting HTTP server ...")
# print("URL: http://192.168.10.101:10073")
# http_server.serve_forever()
if __name__ =='__main__':
print("serve is running!!!")
serve("192.168.10.101", 10073)
rint("serve is stop!")
dict_parameters = dict(dict_parameters)
print("------------ wtf!!!!!---------------")
print(type(dict_parameters), dict_parameters)
# img_src = dict_parameters.get('img_src')
# width = dict_parameters.get("width")
# height = dict_parameters.get("height")
# testDataset = dict_parameters.get("testDataset")
# model_path = dict_parameters.get("model_path")
# label_path = dict_parameters.get("label_path")
# print(img_src, width, height, model_path, label_path, testDataset)
#
try:
back_testResult = MainApp.resutlApp(dict_parameters)
except Exception as e:
print("Unexpected Error: {}".format(e))
print(back_testResult)
return back_testResult
# Threading HTTP-Server
# http_server = pyjsonrpc.ThreadingHttpServer(
# server_address=('192.168.10.101', 10074),
# RequestHandlerClass=RequestHandler
# )
# print("Starting HTTP server ...")
# print("URL: http://192.168.10.101:10074")
# http_server.serve_forever()
serve('192.168.10.101', 10074)
print("URL: http://192.168.10.101:10074")
hdfs_label = dict_parameters.get('hdfslabel')
width = dict_parameters.get("width")
height = dict_parameters.get("height")
testDataset = dict_parameters.get("testDataset")
model_path = dict_parameters.get("model_path")
label_path = dict_parameters.get("label_path")
print(network_name, img_src, hdfs_label, width, height, model_path,
label_path, testDataset)
back_testResult = MainApp.resutlApp(dict_parameters)
except Exception as e:
print("Unexpected Error: {}".format(e))
print(back_testResult)
return back_testResult
# Threading HTTP-Server
# http_server = pyjsonrpc.ThreadingHttpServer(
# server_address=('192.168.10.101', 10074),
# RequestHandlerClass=RequestHandler
# )
# print("Starting HTTP server ...")
# print("URL: http://192.168.10.101:10074")
# http_server.serve_forever()
serve('192.168.144.2', 10073)
print("URL: http://192.168.144.2:10073")
def start(self, port: int):
jrpc.serve('0.0.0.0', port)
def serve_forever(self):
serve(*self.addr)
