python连接clickhouse数据库
在Python中获取系统信息的一个好办法是使用psutil这个第三方模块。
顾名思义，psutil = process and system utilities，它不仅可以通过一两行代码实现系统监控，还可以跨平台使用。
主要针对clickhouse_driver的使用进行简要介绍
第一步：
- 通过pip install clickhouse_driver 安装 clickhouse_driver
第二步：
- 方法一：使用clickhouse_driver 包中的Client类,通过实例化一个客户端进行对数据库的增删改查操作
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from clickhouse_driver import Clientfrom datetime import datetimeimport psutilhost_name = '192.168.50.94'client = Client(host=host_name,database='default',user='default',password='自己设的密码',send_receive_timeout=20,port=55666)now = datetime.now()time_stamp = now.strftime('%a %b %d %H:%M:%S CST %Y')# Tue Apr 06 15:32:55 CST 2021 <class 'str'>create_at = datetime.now().strftime('%Y-%m-%d %H:%M:%S')disk_io = psutil.disk_io_counters()net_io = psutil.net_io_counters()chart_name = ["磁盘IO","网络IO"]metric_name1 = ["读(数量)","写(数量)", "读(字节)", "写(字节)", "读(时间)", "写(时间)"]metric_name2 = ["发送字节数","接收字节数","发送包数","接收包"]metric_value1 = [disk_io.read_count,disk_io.write_count,disk_io.read_bytes,disk_io.write_bytes,disk_io.read_time,disk_io.write_time]metric_value2 = [net_io.bytes_sent,net_io.bytes_recv,net_io.packets_sent,net_io.packets_recv]try: for i in chart_name: if i is "磁盘IO": for j in metric_name1: sql = "insert into clickhouse_host_metrics777(time_stamp,host_name, chart_name, metric_name,metric_value,create_at) " \ "values('%s','%s','%s','%s','%s','%s')" % \ (time_stamp, host_name, i, j, metric_value1[metric_name1.index(j)], create_at) res = client.execute(sql) elif i is "网络IO": for j in metric_name2: sql = "insert into clickhouse_host_metrics777(time_stamp,host_name, chart_name, metric_name,metric_value,create_at) " \ "values('%s','%s','%s','%s','%s','%s')" % \ (time_stamp, host_name, i, j, metric_value2[metric_name2.index(j)], create_at) res = client.execute(sql) print("成功写入数据")except Exception as e: print(str(e)) |
- 方法二：使用clickhouse_driver 包中的connect函数,通过实例化一个客户端进行对数据库的增删改查操作
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from datetime import datetimeimport psutilfrom clickhouse_driver import connecthost_name = '192.168.50.94'#账号:密码@主机名:端口号/数据库conn = connect('clickhouse://default:自己设的密码@'+host_name+':55666/default')cursor = conn.cursor()now = datetime.now()time_stamp = now.strftime('%a %b %d %H:%M:%S CST %Y')# Tue Apr 06 15:32:55 CST 2021 <class 'str'>create_at = datetime.now().strftime('%Y-%m-%d %H:%M:%S')disk_io = psutil.disk_io_counters()net_io = psutil.net_io_counters()chart_name = ["磁盘IO","网络IO"]metric_name1 = ["读(数量)","写(数量)", "读(字节)", "写(字节)", "读(时间)", "写(时间)"]metric_name2 = ["发送字节数","接收字节数","发送包数","接收包"]metric_value1 = [disk_io.read_count,disk_io.write_count,disk_io.read_bytes,disk_io.write_bytes,disk_io.read_time,disk_io.write_time]metric_value2 = [net_io.bytes_sent,net_io.bytes_recv,net_io.packets_sent,net_io.packets_recv]try: for i in chart_name: if i is "磁盘IO": for j in metric_name1: sql = "insert into clickhouse_host_metrics777(time_stamp,host_name, chart_name, metric_name,metric_value,create_at) values('%s','%s','%s','%s','%s','%s')" % \ (time_stamp, host_name, i, j, metric_value1[metric_name1.index(j)], create_at) # res = client.execute(sql) res = cursor.execute(sql) elif i is "网络IO": for j in metric_name2: sql = "insert into clickhouse_host_metrics777(time_stamp,host_name, chart_name, metric_name,metric_value,create_at) values('%s','%s','%s','%s','%s','%s')" % \ (time_stamp, host_name, i, j, metric_value2[metric_name2.index(j)], create_at) res = cursor.execute(sql) cursor.close() print("成功写入数据")except Exception as e: print(str(e)) |
python将数据写入clickhouse
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from clickhouse_driver import Client # connect ClickHouseclient = Client(host= ,port= ,user= ,database= , password=) # 得到table1中查询的数据导入table2中（database2中应该事先建立对应的table2表）query_ck_sql = """ SELECT * FROM database1.table1 WHERE date = today() """# 导入数据到临时表try: # 导入数据 client.execute("insert into {official_table_db}.{official_all_table_name} \ {query_ck_sql}".format( official_table_db = database2, official_table_name = table2, query_ck_sql = query_ck_sql) ,types_check = True)except Exception as e: print str(e) |
以上为个人经验，希望能给大家一个参考，也希望大家多多支持服务器之家。
原文链接：https://blog.csdn.net/qq_36697196/article/details/115479096
