基于python3抓取pinpoint应用信息入库

脚本专栏 2024/11/8 佚名

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这篇文章主要介绍了基于python3抓取pinpoint应用信息入库,文中通过示例代码介绍的非常详细，对大家的学习或者工作具有一定的参考学习价值,需要的朋友可以参考下

Pinpoint是用Java编写的大型分布式系统的APM（应用程序性能管理）工具。受Dapper的启发，Pinpoint提供了一种解决方案，通过在分布式应用程序中跟踪事务来帮助分析系统的整体结构以及它们中的组件之间的相互关系.

pinpoint api:

/applications.pinpoint 获取applications基本信息
/getAgentList.pinpoint 获取对应application agent信息
/getServerMapData.pinpoint 获取对应app 基本数据流信息

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()

pinpoint.py:

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

'''
Copyright (c) 2018, mersap
All rights reserved.

摘 要: pinpoint.py
创 建 者: mersap
创建日期: 2019-01-17
'''

import sys
import requests
import time
import datetime
import json

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

PPURL = "https://pinpoint.*******.com"


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, serviceType='SPRING_BOOT'):
  '''更新app上下游关系
  :param appname: 应用名称
  :param serviceType: 应用类型
  :param from_time: 起始时间
  :param to_time: 终止时间
  :
  '''
  #https://pinpoint.*****.com/getServerMapData.pinpoint"/getServerMapData.pinpoint"
  serverMapUrl = "{}{}".format(PPURL, "/getServerMapData.pinpoint")
  res = requests.get(serverMapUrl, params=param)
  if res.status_code != 200:
   print("请求异常,请检查")
   return
  update_time = time.strftime('%Y-%m-%d %H:%M:%S',time.localtime(time.time()))
  links = res.json()["applicationMapData"]["linkDataArray"]
  for link in links :
   ###排除test的应用
   if link['sourceInfo']['applicationName'].startswith('test'):
    continue
   #应用名称、应用类型、下游应用名称、下游应用类型、应用节点数、下游应用节点数、总请求数、 错误请求数、慢请求数(本应用到下一个应用的数量)
   application = link['sourceInfo']['applicationName']
   serviceType = link['sourceInfo']['serviceType']
   to_application = link['targetInfo']['applicationName']
   to_serviceType = link['targetInfo']['serviceType']
   agents = len(link.get('fromAgent',' '))
   to_agents = len(link.get('toAgent',' '))
   totalCount = link['totalCount']
   errorCount = link['errorCount']
   slowCount = link['slowCount']

   sql = """
    REPLACE into application_server_map (application, serviceType, 
    agents, to_application, to_serviceType, to_agents, totalCount, 
    errorCount,slowCount, update_time, from_time, to_time) 
    VALUES ("{}", "{}", {}, "{}", "{}", {}, {}, {}, {},"{}","{}",
    "{}")""".format(
     application, serviceType, agents, to_application, 
     to_serviceType, to_agents, totalCount, errorCount,
      slowCount, update_time, From_Time, To_Time)
   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'], serviceType=app['serviceType'])
  ###删除7天前数据
  Del_Time = datetime.datetime.now() + datetime.timedelta(days=-7)

  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="rm-*****.mysql.rds.aliyuncs.com",
   user="user",
   passwd="passwd",
   db="pinpoint"
   )
 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()

附sql语句

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'

CREATE TABLE `application_server_map` (
 `application` varchar(32) NOT NULL COMMENT '应用名称',
 `serviceType` varchar(8) NOT NULL,
 `agents` int(2) NOT NULL COMMENT 'agent个数',
 `to_application` varchar(32) NOT NULL COMMENT '下游服务名称',
 `to_serviceType` varchar(32) DEFAULT NULL COMMENT '下游服务类型',
 `to_agents` int(2) DEFAULT NULL COMMENT '下游服务agent数量',
 `totalCount` int(8) DEFAULT NULL COMMENT '总请求数',
 `errorCount` int(8) DEFAULT NULL,
 `slowCount` int(8) DEFAULT NULL,
 `update_time` datetime NOT NULL ON UPDATE CURRENT_TIMESTAMP,
 `from_time` datetime DEFAULT NULL,
 `to_time` datetime DEFAULT NULL,
 PRIMARY KEY (`application`,`to_application`),
 UNIQUE KEY `Unique_AppMap` (`application`,`to_application`) USING BTREE
) ENGINE=InnoDB DEFAULT CHARSET=utf8 COMMENT='应用链路数据'

以上就是本文的全部内容，希望对大家的学习有所帮助，也希望大家多多支持。

python,抓取,pinpoint,信息,库