通过抓取pintpoint2的页面信息把数据存入数据库python3

目标：对生产环境的服务质量进行量化，

解决办法：把pintpoint2里的数据转存入mysql数据库，作成报表，目前支持总请求数，错误请求数，中位数，平均数，95值（每分钟一次定时任务），其它指标可以根据要求进行增加。

数据库建库语句：

CREATE TABLE `time_analysis` (
`id` int(10) unsigned NOT NULL AUTO_INCREMENT,
`datetime` datetime DEFAULT NULL COMMENT '时间',
`application_name` varchar(32) DEFAULT NULL COMMENT '应用名',
`totalcount` int(8) DEFAULT NULL COMMENT '总请求数',
`errorcount` int(8) DEFAULT NULL COMMENT '错误请求数',
`median` int(5) DEFAULT NULL COMMENT '中位数',
`average` int(5) DEFAULT NULL COMMENT '平均数',
`distribution95` int(5) DEFAULT NULL COMMENT '95值',
PRIMARY KEY (`id`)
) ENGINE=InnoDB AUTO_INCREMENT=358 DEFAULT CHARSET=utf8mb4 COMMENT='数据分析结果存署表';

CREATE TABLE `application_list` (
`application_name` varchar(32) NOT NULL,
`service_type` varchar(32) DEFAULT NULL COMMENT '服务类型',
`code` int(11) DEFAULT NULL COMMENT '服务类型代码',
`agents` int(11) DEFAULT NULL COMMENT 'agent个数',
`agentlists` varchar(256) DEFAULT NULL COMMENT 'agent list',
`update_time` datetime DEFAULT NULL ON UPDATE CURRENT_TIMESTAMP COMMENT '更新时间',
PRIMARY KEY (`application_name`),
UNIQUE KEY `Unique_App` (`application_name`) USING BTREE
) ENGINE=InnoDB DEFAULT CHARSET=utf8 COMMENT='pinpoint app list';

代码：getscatterdata.py 数据分析程序

# -*- coding: utf-8 -*-

# noinspection PyInterpreter,PyInterpreter

import sys
import requests
import time
import datetime
import json
import numpy as np

sys.path.append('../Golf')
import db #db.py

PPURL = "http://*****/"

From_Time = datetime.datetime.now() + datetime.timedelta(seconds=-60)
To_Time = datetime.datetime.now()
From_TimeStamp = int(time.mktime(From_Time.timetuple()))*1000
To_TimeStamp = int(time.mktime(datetime.datetime.now().timetuple()))*1000

class PinPoint(object):
    """docstring for PinPoint"""
    def __init__(self, db):
        self.db = db
        super(PinPoint, self).__init__()

    """获取pinpoint中应用"""
    def get_applications(self):
        '''return application dict
        '''
        applicationListUrl = PPURL + "/applications.pinpoint"
        res = requests.get(applicationListUrl)
        if res.status_code != 200:
            print("请求异常,请检查")
            return
        applicationLists = []
        for app in res.json():
            applicationLists.append(app)
        applicationListDict={}
        applicationListDict["applicationList"] = applicationLists
        return applicationListDict
    def getAgentList(self, appname):
        AgentListUrl = PPURL + "/getAgentList.pinpoint"
        param = {
            'application':appname
        }
        res = requests.get(AgentListUrl, params=param)
        if res.status_code != 200:
            print("请求异常,请检查")
            return
        return len(res.json().keys()),json.dumps(list(res.json().keys()))

    def update_servermap(self, appname, from_time=From_TimeStamp,
                         to_time=To_TimeStamp):
        '''更新app上下游关系
        :param appname: 应用名称
        :param from_time: 起始时间
        :param to_time: 终止时间
        :
        '''
        #https://pinpoint.*****.com/getServerMapData.pinpoint?applicationName=test-app&from=1547721493000&to=1547721553000&callerRange=1&calleeRange=1&serviceTypeName=TOMCAT&_=1547720614229
        #http://pinpoint.weixing-tech.com/getScatterData.pinpoint?application=daimler-manage-admin-pro&from=1618992044000&to=1618992104000&limit=5000&filter=&xGroupUnit=130&yGroupUnit=0&backwardDirection=true
        param = {
            'application':appname,
            'from':from_time,
            'to':to_time,
            'limit':5000,
            'filter':'',
            'xGroupUnit':130,
            'yGroupUnit':0,
            'backwardDirection':'true'
        }

        # serverMapUrl = PPURL + "/getScatterData.pinpoint"
        serverMapUrl = "{}{}".format(PPURL, "/getScatterData.pinpoint")
        res = requests.get(serverMapUrl, params=param)
        if res.status_code != 200:
            print("请求异常,请检查")
            return
        timetemp = float(from_time/1000)
        time_local = time.localtime(timetemp)
        update_time = time.strftime('%Y-%m-%d %H:%M:%S',time_local)
        time_analysis_list = []
        time_analysis_error = []
        links = res.json()["scatter"]["dotList"]
        for link in links :
            #时间戳，应用名，总请求数，错误请求数，中位数，平均数，95值（每分钟一次定时任务）
            time_analysis_list.append(link[1])
            time_analysis_error.append(link[4])
        if len(time_analysis_list) != 0:
            totalcount = int(len(time_analysis_list))
            errorcount = time_analysis_error.count(0)
            median = round(np.percentile(time_analysis_list,50))
            average = round(sum(time_analysis_list)/len(time_analysis_list))
            distribution95 = round(np.percentile(time_analysis_list,95))
        else:
            totalcount = 0
            errorcount = 0
            median = 0
            average = 0
            distribution95 = 0

        sql = """
    REPLACE into time_analysis( datetime, application_name, totalcount,errorcount, median, average, distribution95)
    VALUES ("{}", "{}", {}, {}, {}, {}, {});""".format(update_time,appname,totalcount,errorcount,median,average,distribution95)
        self.db.db_execute(sql)

    def update_app(self):
        """更新application
        """
        appdict = self.get_applications()
        apps = appdict.get("applicationList")
        update_time = time.strftime('%Y-%m-%d %H:%M:%S',time.localtime(time.time()))
        for app in apps:
            if app['applicationName'].startswith('test'):
                continue
            agents, agentlists = self.getAgentList(app['applicationName'])
            sql = """
    REPLACE into application_list( application_name, 
    service_type, code, agents, agentlists, update_time) 
    VALUES ("{}", "{}", {}, {}, '{}', "{}");""".format(
                app['applicationName'], app['serviceType'],
                app['code'], agents, agentlists, update_time)
            self.db.db_execute(sql)
        return True

    def update_all_servermaps(self):
        """更新所有应用数
        """
        appdict = self.get_applications()
        apps = appdict.get("applicationList")
        for app in apps:
            self.update_servermap(app['applicationName'])
        ###删除3600天前数据
        Del_Time = datetime.datetime.now() + datetime.timedelta(days=-3600)

        sql = """delete from application_server_map where update_time <= "{}"
  """.format(Del_Time)
        self.db.db_execute(sql)
        return True

def connect_db():
    """ 建立SQL连接
    """
    mydb = db.MyDB(
        host="********",
        user="******",
        passwd="******",
        db="******"
    )
    mydb.db_connect()
    mydb.db_cursor()
    return mydb

def main():
    db = connect_db()
    pp = PinPoint(db)
    pp.update_app()
    pp.update_all_servermaps()
    db.db_close()

if __name__ == '__main__':
    main()

db.py

import mysql.connector
class MyDB(object):
    """docstring for MyDB"""
    def __init__(self, host, user, passwd , db):
        self.host = host
        self.user = user
        self.passwd = passwd
        self.db = db

        self.connect = None
        self.cursor = None
    def db_connect(self):
        """数据库连接
        """
        self.connect = mysql.connector.connect(host=self.host, user=self.user, passwd=self.passwd, database=self.db)
        return self
    def db_cursor(self):
        if self.connect is None:
            self.connect = self.db_connect()

        if not self.connect.is_connected():
            self.connect = self.db_connect()
        self.cursor = self.connect.cursor()
        return self
    def get_rows(self , sql):
        """ 查询数据库结果
        :param sql: SQL语句
        :param cursor: 数据库游标
        """
        self.cursor.execute(sql)
        return self.cursor.fetchall()
    def db_execute(self, sql):
        self.cursor.execute(sql)
        self.connect.commit()
    def db_close(self):
        """关闭数据库连接和游标
        :param connect: 数据库连接实例
        :param cursor: 数据库游标
        """
        if self.connect:
            self.connect.close()
        if self.cursor:
            self.cursor.close()

巴特西

通过抓取pintpoint2的页面信息把数据存入数据库python3

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