newlisp跟蹤jobtracker狀態,newlispjobtracker
基本思路,通過newlisp定時下載jobtracker頁面,用Regex解析html中的table元素,然後獲得最新的mapreduce的狀態。
每次獲得狀態資料後,存入mysql資料庫,然後用tableau將mapreduce叢集狀態用報表轉譯。
這是jobtracker網站的資料
這是Tableau繪製的報表
這樣就可以用資料視覺效果的方式展示Hadoop叢集計算的壓力狀態。
下面是newlisp代碼,主要就是用Regex解析html,用mysql模組寫入資料庫。
#!/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>(.*)</td>" td) 3)) (if (find "<a href" r) ((regex "<a.*?>(.*)</a>" 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 "<td>[\\s\\S]*?</td>" table)) (set 'all-summary-values (remove-td all-tds)) )(define (extract-tables html-content) (set 'all-tables (find-all "<table[^>]+>[\\s\\S]*?</table>" 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)