标签:请求 ret tin his out write ndt dict coding
1、Rest服务
Spark源为了方便用户对任务做监控,从1.4版本启用Rest服务,用户可以通过访问地址,得到application的运行状态。
Spark的REST API返回的信息是JSON格式的,开发者们可以很方便地通过这个API来创建可视化的Spark监控工具。目前
2、实例代码(Python)
1 #!/usr/bin/env python 2 # -*- coding: utf-8 -*- 3 ‘‘‘ 4 Created by zhangy on Aug 25, 2017 5 ‘‘‘ 6 import datetime 7 import json, urllib2 8 import os 9 import time 10 11 12 if __name__ == ‘__main__‘: 13 command = "yarn application -list |grep Noce |awk -F‘\t‘ ‘{print $1}‘" 14 val = os.popen(command).read() 15 appids = val.split("\n") 16 for pid in appids: 17 if pid.__eq__(""):continue 18 url = "http://th04-znwg-sgi620-001:18088/api/v1/applications/" + pid 19 req = urllib2.Request(url) 20 res_data = urllib2.urlopen(req) 21 res = res_data.read() 22 jo = json.loads(res) 23 dict1 = jo[‘attempts‘][0] 24 st = dict1[‘startTime‘] 25 GMT_FORMAT = ‘%Y-%m-%dT%H:%M:%S.%fGMT‘ 26 sti = datetime.datetime.strptime(st, GMT_FORMAT) 27 startTime = time.mktime(sti.timetuple()) + 8 * 60 * 60 28 nowTime = long(time.time()) 29 sub = nowTime - startTime 30 if sub > 4 * 60 * 60: 31 killCommand = "yarn application -kill " + pid 32 res = os.popen(command).read() 33 cc = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(float(nowTime))) 34 f = open("/home/noce1/run_noce/his/monitor/" + pid + ".txt", "a") 35 f.write(cc + " : " + "pid : " + "\n" + sub + " seconds") 36 f.write(res + "\n") 37 f.close() 38 39 40
测试实例中,只是对spark任务的时间做了监控,如果任务超过理想执行时长(4个小时),则终止任务,释放资源。
结果:
1 例如: 2 http://132.12*****:18088/api/v1/applications/application_1502706935975_233268/ 3 4 返回内容:json格式 5 { 6 "id" : "application_1502706935975_233268", 7 "name" : "FRT3_73", 8 "attempts" : [ { 9 "startTime" : "2017-09-04T01:29:53.986GMT", 10 "endTime" : "2017-09-04T01:31:52.955GMT", 11 "sparkUser" : "noce1", 12 "completed" : true 13 } ] 14 }
3、官方其他(2.1.0版本,http:**** :18080/api/v1/)
Endpoint | Meaning |
/applications | A list of all applications. ?status=[completed|running] list only applications in the chosen state. ?minDate=[date] earliest start date/time to list. ?maxDate=[date] latest start date/time to list. ?minEndDate=[date] earliest end date/time to list. ?maxEndDate=[date] latest end date/time to list. ?limit=[limit] limits the number of applications listed. Examples: ?minDate=2015-02-10 ?minDate=2015-02-03T16:42:40.000GMT ?maxDate=2015-02-11T20:41:30.000GMT ?minEndDate=2015-02-12 ?minEndDate=2015-02-12T09:15:10.000GMT ?maxEndDate=2015-02-14T16:30:45.000GMT ?limit=10 |
/applications/[app-id]/jobs | A list of all jobs for a given application. ?status=[running|succeeded|failed|unknown] list only jobs in the specific state. |
/applications/[app-id]/jobs/[job-id] | Details for the given job. |
/applications/[app-id]/stages | A list of all stages for a given application. |
/applications/[app-id]/stages/[stage-id] | A list of all attempts for the given stage. |
/applications/[app-id]/stages/[stage-id]/[stage-attempt-id] | Details for the given stage attempt. |
/applications/[app-id]/stages/[stage-id]/[stage-attempt-id]/taskSummary | Summary metrics of all tasks in the given stage attempt. ?quantiles summarize the metrics with the given quantiles. Example: ?quantiles=0.01,0.5,0.99 |
/applications/[app-id]/stages/[stage-id]/[stage-attempt-id]/taskList | A list of all tasks for the given stage attempt. ?offset=[offset]&length=[len] list tasks in the given range. ?sortBy=[runtime|-runtime] sort the tasks. Example: ?offset=10&length=50&sortBy=runtime |
/applications/[app-id]/executors | A list of all active executors for the given application. |
/applications/[app-id]/allexecutors | A list of all(active and dead) executors for the given application. |
/applications/[app-id]/storage/rdd | A list of stored RDDs for the given application. |
/applications/[app-id]/storage/rdd/[rdd-id] | Details for the storage status of a given RDD. |
/applications/[base-app-id]/logs | Download the event logs for all attempts of the given application as files within a zip file. |
/applications/[base-app-id]/[attempt-id]/logs | Download the event logs for a specific application attempt as a zip file. |
/applications/[app-id]/streaming/statistics | Statistics for the streaming context. |
/applications/[app-id]/streaming/receivers | A list of all streaming receivers. |
/applications/[app-id]/streaming/receivers/[stream-id] | Details of the given receiver. |
/applications/[app-id]/streaming/batches | A list of all retained batches. |
/applications/[app-id]/streaming/batches/[batch-id] | Details of the given batch. |
/applications/[app-id]/streaming/batches/[batch-id]/operations | A list of all output operations of the given batch. |
/applications/[app-id]/streaming/batches/[batch-id]/operations/[outputOp-id] | Details of the given operation and given batch. |
/applications/[app-id]/environment | Environment details of the given application. |
标签:请求 ret tin his out write ndt dict coding
原文地址:http://www.cnblogs.com/Swidasya/p/7482679.html