import redis import numpy as np import pandas as pd import datetime print(datetime.datetime.now().strftime('%H:%M:%S.%f')) r = redis.Redis(host = 'localhost' , port = 6379 ,db = 0,) data = pd.read_csv("E:\\Test\\1#190110 150215\\12.csv") dataArray = np.array(data) print(datetime.datetime.now().strftime('%H:%M:%S.%f')) for index in range(0,dataArray.shape[0],1): r.lpush('k12',dataArray[index]) print(datetime.datetime.now().strftime('%H:%M:%S.%f'))