dalek7/dev-flask

Flask test 기록

Flask http server on the docker in the remote server

Docker --> server --> client
81 --> 7981 --> 7981

Get

Docker run
- 아래 -v 옵션에서의 폴더는 각자 환경에

docker run -u $(id -u) -it --rm --gpus all -v ~/repos/:/tf/repos/ -p 7981:81 DOCKER_IMAGE bash

Server-->Local SSH-port forwarding

ssh -N -f -L localhost:7981:localhost:7981 ID_SERVER@IP_SERVER -p SERVER_SSH_PORT

hello_getparams.py

인자 받아보기

hello_getparams2.py

인자 받아서 처리

Post

hello_post1.py

Post 보내고 처리하는 예시

dev-flask/hello_post1.py

Lines 24 to 31 in fc7d292

    
           def send_post(): 
        
               params = { 
        
                   "param1": "test", 
        
                   "param2": 123, 
        
                   "param3": "한글" 
        
               } 
        
               res = requests.post("http://127.0.0.1:81/handle_post", data=json.dumps(params)) 
        
               return res.text

Browser 에서

http://localhost:7981/send_post

key: param1, value: test
key: param2, value: 123
key: param3, value: 한글

hello_post2_data.py

Browser 에서

http://localhost:7981/send_post2

실행 예시

key: n_layers, value: 8
key: dt_load, value: 2.319
key: dt_pred, value: 0.034
key: x_idx, value: 6580
key: xshape, value: [1, 100, 6]
key: y, value: [0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
key: y_pred, value: [1.1816934602393303e-05, 5.228307742299876e-08, 0.009548296220600605, 3.074364764502069e-13, 0.9841724634170532, 6.795051376684569e-06, 4.346143236966249e-11, 1.319934023191749e-10, 2.769366744814761e-07, 2.9031187409600534e-07, 1.904954274323245e-07, 5.822041460046279e-11, 0.0048309266567230225, 1.4514494068862405e-05, 0.0014121300773695111, 6.255621021189484e-10, 1.2721361464240744e-10, 2.182621756219305e-06]
key: y_argmax, value: 4
key: y_pred_argmax, value: 4
key: y_pred_proba, value: 0.984

key: n_layers, value: 8
key: dt_load, value: 2.319
key: dt_pred, value: 0.034
key: x_idx, value: 10760
key: xshape, value: [1, 100, 6]
key: y, value: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
key: y_pred, value: [0.067682184278965, 9.290540958772908e-08, 9.844524624177348e-19, 6.562713110724872e-07, 2.2790984052258045e-13, 0.02254042588174343, 1.6706307448544067e-08, 0.9097420573234558, 1.2408015209075529e-05, 4.157478828272665e-18, 4.808447429680206e-19, 5.22789740896979e-16, 1.0730669686154215e-08, 6.79550726800926e-09, 2.217981636931654e-05, 3.585749475121247e-10, 8.296413001041003e-10, 8.738646829974745e-20]
key: y_argmax, value: 7
key: y_pred_argmax, value: 7
key: y_pred_proba, value: 0.910

	def send_post():
	params = {
	"param1": "test",
	"param2": 123,
	"param3": "한글"
	}
	res = requests.post("http://127.0.0.1:81/handle_post", data=json.dumps(params))
	return res.text