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newlisp跟踪jobtracker状态

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基本思路,通过newlisp定时下载jobtracker页面,用正则表达式解析html中的table元素,然后获得最新的mapreduce的状态。 每次获得状态数据后,存入mysql数据库,然后用tableau将mapreduce集群状态用报表呈现。 这是jobtracker站点的数据 这是Tableau绘制的报

基本思路,通过newlisp定时下载jobtracker页面,用正则表达式解析html中的table元素,然后获得最新的mapreduce的状态。

每次获得状态数据后,存入mysql数据库,然后用tableau将mapreduce集群状态用报表呈现。

这是jobtracker站点的数据

这是Tableau绘制的报表

这样就可以用数据可视化的方式展示Hadoop集群计算的压力状态。

下面是newlisp代码,主要就是用正则表达式解析html,用mysql模块写入数据库。

#!/usr/bin/newlisp
(load "mysql.lsp")

(define (check-args)
 (print "args: ")
 (println (main-args))
 (set 'args-length (length (main-args)))
 (if (< args-length 3)
 (begin
	(println "the number of args must be 3 or 4, e.g. ./job.lsp jobtracker.bigdata.cn 8080")
	(exit))))

(define (parse-args)
 (set 'domain (main-args 2))
 (if (= 4 args-length)
 (set 'port (main-args 3)))
 (if (= 3 args-length)
 (set 'port "80"))
 (set 'url (string "http://" domain ":" port "/jobtracker.jsp"))
 (println (string "job tracker site is located at " url)))

(define (access-job-tracker-site)
 (set 'page-content (get-url url))
 (extract-tables page-content)
 )

(define (extract-summary-table table)
 (if (regex "Running Map Tasks" table)
 table)
 )

(define (get-number td)
 (set 'r ((regex "(.*)" td) 3))
 (if (find "(.*)" r) 3)
 r))

(define (remove-td tds)
 (set 'result '())
 (dolist (td tds)
 (push (get-number td) result -1)
 )
 result
 )

(define (parse-summary-table table)
 (set 'all-tds (find-all "[\\s\\S]*?" table))
 (set 'all-summary-values (remove-td all-tds))
 )

(define (extract-tables html-content)
 (set 'all-tables (find-all "]+>[\\s\\S]*?" html-content))
 (dolist (table all-tables)
 (if (extract-summary-table table)
	(set 'summary-table table))
 
 )
 (parse-summary-table summary-table)
 )

(define (write-summary-to-mysql all-summary-values)
 (println all-summary-values)
 (set 'mysql-instance (Mysql))
 (println "mysql-instance: " mysql-instance)
 (set 'mysql-host "10.100.10.10")
 (set 'mysql-port 3306)
 (set 'mysql-user "user")
 (set 'mysql-pwd "123456")
 (set 'mysql-db "bigdata_data_market")
 (set 'job-tracker-summary-table "hadoop_job_tracker_summary")
 (:connect mysql-instance mysql-host mysql-user mysql-pwd mysql-db mysql-port)
 (:query mysql-instance "SET character_set_client = utf8;")
 (set 'insert-summary-sql (format "insert into %s (collect_time,running_map_tasks,running_reduce_tasks,total_submissions,nodes,occupied_map_slots,occupied_reduce_slots,reserved_map_slots,reserved_reduce_slots,map_task_capacity,reduce_task_capacity,average_tasks_per_node,blacked_listed_nodes,gray_listed_nodes,exclueded_nodes) values (now(),%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s)"
	 job-tracker-summary-table
	 (all-summary-values 0)
	 (all-summary-values 1)
	 (all-summary-values 2)
	 (all-summary-values 3)
	 (all-summary-values 4)
	 (all-summary-values 5)
	 (all-summary-values 6)
	 (all-summary-values 7)
	 (all-summary-values 8)
	 (all-summary-values 9)
	 (all-summary-values 10)
	 (all-summary-values 11)
	 (all-summary-values 12)
	 (all-summary-values 13)))
 (println insert-summary-sql)
 (:query mysql-instance insert-summary-sql)
 
)

;; main logic starts now
(check-args)
(parse-args)
(access-job-tracker-site)
(write-summary-to-mysql all-summary-values)

(exit)
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