import pymysql from prometheus_client import Gauge, start_http_server
连接MySQL数据库
conn = pymysql.connect(host=‘localhost’, user=‘root’, password=‘password’, database=‘test’)
获取关键性能指标信息
cursor = conn.cursor() cursor.execute(‘SELECT * FROM performance_metrics’) result = cursor.fetchall()
指标信息转换为Prometheus Metrics 标准格式
metric_gauge = Gauge(‘performance_metric_value’, ‘Description of metric value’,
['metric_name', 'metric_label1', 'metric_label2'])
for row in result:
metric_name = row[0]
metric_value = row[1]
metric_label1 = row[2]
metric_label2 = row[3]
# 设置指标值
metric_gauge.labels(metric_name=metric_name,
metric_label1=metric_label1,
metric_label2=metric_label2).set(metric_value)
启动http服务器,暴露metrics端口号为8080
start_http_server(8080)