背景
最近在釋放資源擴容到新集群味混,老集群由于還有極少部分Topic用戶在使用士复,另外Topic總數(shù)比較多暇矫,準(zhǔn)備保留一小波機器給剩余的Topic蔗崎,其余沒有使用的Topic進行刪除處理我擂,刪除的時候發(fā)現(xiàn)每次刪除完Topic衬以,還會創(chuàng)建出來Topic只是分區(qū)是1個比較糾結(jié),懷疑是老集群bug校摩,老集群是基于社區(qū)Kafka內(nèi)核版本0.8.2.1的看峻,比較古老很多bug,社區(qū)已經(jīng)不在處理衙吩。
分析
日志分析
[2020-07-07 18:22:44,683] INFO [Partition state machine on Controller 271]: Invoking state change to NonExistentPartition for partitions [org.horizon_divide_data,75],[org.horizon_divide_data,78],[org.horizon_divide_data,69],[org.horizon_divide_data,30],[org.horizon_divide_data,26],[org.horizon_divide_data,44],[org.horizon_divide_data,70],[org.horizon_divide_data,62],[org.horizon_divide_data,21],[org.horizon_divide_data,77],[org.horizon_divide_data,0],[org.horizon_divide_data,8],[org.horizon_divide_data,91],[org.horizon_divide_data,65],[org.horizon_divide_data,13],[org.horizon_divide_data,20],[org.horizon_divide_data,61],[org.horizon_divide_data,34],[org.horizon_divide_data,84],[org.horizon_divide_data,27],[org.horizon_divide_data,63],[org.horizon_divide_data,54],[org.horizon_divide_data,94],[org.horizon_divide_data,49],[org.horizon_divide_data,52],[org.horizon_divide_data,37],[org.horizon_divide_data,86],[org.horizon_divide_data,93],[org.horizon_divide_data,7],[org.horizon_divide_data,74],[org.horizon_divide_data,22],[org.horizon_divide_data,58],[org.horizon_divide_data,81],[org.horizon_divide_data,5],[org.horizon_divide_data,32],[org.horizon_divide_data,45],[org.horizon_divide_data,76],[org.horizon_divide_data,87],[org.horizon_divide_data,57],[org.horizon_divide_data,40],[org.horizon_divide_data,53],[org.horizon_divide_data,41],[org.horizon_divide_data,43],[org.horizon_divide_data,47],[org.horizon_divide_data,23],[org.horizon_divide_data,59],[org.horizon_divide_data,1],[org.horizon_divide_data,73],[org.horizon_divide_data,67],[org.horizon_divide_data,39],[org.horizon_divide_data,25],[org.horizon_divide_data,35],[org.horizon_divide_data,88],[org.horizon_divide_data,48],[org.horizon_divide_data,64],[org.horizon_divide_data,51],[org.horizon_divide_data,85],[org.horizon_divide_data,11],[org.horizon_divide_data,16],[org.horizon_divide_data,29],[org.horizon_divide_data,28],[org.horizon_divide_data,90],[org.horizon_divide_data,24],[org.horizon_divide_data,38],[org.horizon_divide_data,15],[org.horizon_divide_data,60],[org.horizon_divide_data,9],[org.horizon_divide_data,17],[org.horizon_divide_data,6],[org.horizon_divide_data,80],[org.horizon_divide_data,2],[org.horizon_divide_data,14],[org.horizon_divide_data,56],[org.horizon_divide_data,42],[org.horizon_divide_data,95],[org.horizon_divide_data,79],[org.horizon_divide_data,4],[org.horizon_divide_data,19],[org.horizon_divide_data,3],[org.horizon_divide_data,89],[org.horizon_divide_data,33],[org.horizon_divide_data,66],[org.horizon_divide_data,36],[org.horizon_divide_data,55],[org.horizon_divide_data,46],[org.horizon_divide_data,92],[org.horizon_divide_data,31],[org.horizon_divide_data,83],[org.horizon_divide_data,71],[org.horizon_divide_data,50],[org.horizon_divide_data,82],[org.horizon_divide_data,18],[org.horizon_divide_data,12],[org.horizon_divide_data,68],[org.horizon_divide_data,72],[org.horizon_divide_data,10] (kafka.controller.PartitionStateMachine)
[2020-07-07 18:22:44,999] INFO [delete-topics-thread-271], Deletion of topic org.horizon_divide_data successfully completed (kafka.controller.TopicDeletionManager$DeleteTopicsThread)
[2020-07-07 18:22:44,999] DEBUG [Topic Deletion Manager 271], Waiting for signal to start or continue topic deletion (kafka.controller.TopicDeletionManager)
[2020-07-07 18:22:45,008] DEBUG [TopicChangeListener on Controller 271]: Topic change listener fired for path /brokers/topics with children org.com.sankuai.bb.op.psgs,org.test_ysj_error_log...... (kafka.controller.PartitionStateMachine$TopicChangeListener)
[2020-07-07 18:22:45,172] INFO [TopicChangeListener on Controller 271]: New topics: [Set()], deleted topics: [Set()], new partition replica assignment [Map()] (kafka.controller.PartitionStateMachine$TopicChangeListener)
[2020-07-07 18:22:45,231] DEBUG [DeleteTopicsListener on 271]: Delete topics listener fired for topics org.sec_hids_bash_data to be deleted (kafka.controller.PartitionStateMachine$DeleteTopicsListener)
[2020-07-07 18:22:45,231] INFO [DeleteTopicsListener on 271]: Starting topic deletion for topics org.sec_hids_bash_data (kafka.controller.PartitionStateMachine$DeleteTopicsListener)
[2020-07-07 18:22:45,251] INFO [delete-topics-thread-271], Handling deletion for topics org.sec_hids_bash_data (kafka.controller.TopicDeletionManager$DeleteTopicsThread)
[2020-07-07 18:22:45,270] DEBUG [Replica state machine on controller 271]: Are all replicas for topic org.sec_hids_bash_data deleted Map([Topic=org.sec_hids_bash_data,Partition=0,Replica=334] -> OnlineReplica, [Topic=org.sec_hids_bash_data,Partition=0,Replica=860] -> OnlineReplica) (kafka.controller.ReplicaStateMachine)
[2020-07-07 18:22:45,333] INFO [delete-topics-thread-271], Deletion of topic org.sec_hids_bash_data (re)started (kafka.controller.TopicDeletionManager$DeleteTopicsThread)
[2020-07-07 18:22:45,333] INFO [Topic Deletion Manager 271], Topic deletion callback for org.sec_hids_bash_data (kafka.controller.TopicDeletionManager)
[2020-07-07 18:22:45,500] INFO [Topic Deletion Manager 271], Partition deletion callback for [org.sec_hids_bash_data,0] (kafka.controller.TopicDeletionManager)
[2020-07-07 18:22:54,178] INFO [Replica state machine on controller 271]: Invoking state change to OfflineReplica for replicas [Topic=org.sec_hids_bash_data,Partition=0,Replica=860],[Topic=org.sec_hids_bash_data,Partition=0,Replica=334] (kafka.controller.ReplicaStateMachine)
[2020-07-07 18:22:54,178] DEBUG [Controller 271]: Removing replica 860 from ISR 334,860 for partition [org.sec_hids_bash_data,0]. (kafka.controller.KafkaController)
[2020-07-07 18:22:54,179] WARN [Controller 271]: Cannot remove replica 860 from ISR of [org.sec_hids_bash_data,0] - leaderAndIsr is empty. (kafka.controller.KafkaController)
[2020-07-07 18:22:54,179] DEBUG [Controller 271]: Removing replica 334 from ISR 334,860 for partition [org.sec_hids_bash_data,0]. (kafka.controller.KafkaController)
[2020-07-07 18:22:54,180] WARN [Controller 271]: Cannot remove replica 334 from ISR of [org.sec_hids_bash_data,0] - leaderAndIsr is empty. (kafka.controller.KafkaController)
[2020-07-07 18:22:54,180] DEBUG The stop replica request (delete = true) sent to broker 334 is? (kafka.controller.ControllerBrokerRequestBatch)
[2020-07-07 18:22:54,180] DEBUG The stop replica request (delete = false) sent to broker 334 is [Topic=org.sec_hids_bash_data,Partition=0,Replica=334] (kafka.controller.ControllerBrokerRequestBatch)
[2020-07-07 18:22:54,180] DEBUG The stop replica request (delete = true) sent to broker 860 is? (kafka.controller.ControllerBrokerRequestBatch)
[2020-07-07 18:22:54,180] DEBUG The stop replica request (delete = false) sent to broker 860 is [Topic=org.sec_hids_bash_data,Partition=0,Replica=860] (kafka.controller.ControllerBrokerRequestBatch)
[2020-07-07 18:22:54,180] DEBUG [Topic Deletion Manager 271], Deletion started for replicas [Topic=org.sec_hids_bash_data,Partition=0,Replica=860],[Topic=org.sec_hids_bash_data,Partition=0,Replica=334] (kafka.controller.TopicDeletionManager)
[2020-07-07 18:22:54,180] INFO [Replica state machine on controller 271]: Invoking state change to ReplicaDeletionStarted for replicas [Topic=org.sec_hids_bash_data,Partition=0,Replica=860],[Topic=org.sec_hids_bash_data,Partition=0,Replica=334] (kafka.controller.ReplicaStateMachine)
[2020-07-07 18:22:54,180] DEBUG [Topic Deletion Manager 271], Waiting for signal to start or continue topic deletion (kafka.controller.TopicDeletionManager)
[2020-07-07 18:22:54,189] DEBUG [TopicChangeListener on Controller 271]: Topic change listener fired for path /brokers/topics with children org.com.sankuai.bb.op.psgs,org.test_ysj_error_log... (kafka.controller.PartitionStateMachine$TopicChangeListener)
[2020-07-07 18:22:54,355] INFO [TopicChangeListener on Controller 271]: New topics: [Set(org.horizon_divide_data)], deleted topics: [Set()], new partition replica assignment [Map([org.horizon_divide_data,0] -> List(749, 994))] (kafka.controller.PartitionStateMachine$TopicChangeListener)
[2020-07-07 18:22:54,356] INFO [Controller 271]: New topic creation callback for [org.horizon_divide_data,0] (kafka.controller.KafkaController)
[2020-07-07 18:22:54,356] INFO [Controller 271]: New partition creation callback for [org.horizon_divide_data,0] (kafka.controller.KafkaController)
[2020-07-07 18:22:54,356] INFO [Partition state machine on Controller 271]: Invoking state change to NewPartition for partitions [org.horizon_divide_data,0] (kafka.controller.PartitionStateMachine)
[2020-07-07 18:22:54,357] INFO [Replica state machine on controller 271]: Invoking state change to NewReplica for replicas [Topic=org.horizon_divide_data,Partition=0,Replica=749],[Topic=org.horizon_divide_data,Partition=0,Replica=994] (kafka.controller.ReplicaStateMachine)
[2020-07-07 18:22:54,358] INFO [Partition state machine on Controller 271]: Invoking state change to OnlinePartition for partitions [org.horizon_divide_data,0] (kafka.controller.PartitionStateMachine)
[2020-07-07 18:22:54,358] DEBUG [Partition state machine on Controller 271]: Live assigned replicas for partition [org.horizon_divide_data,0] are: [List(749, 994)] (kafka.controller.PartitionStateMachine)
[2020-07-07 18:22:54,358] DEBUG [Partition state machine on Controller 271]: Initializing leader and isr for partition [org.horizon_divide_data,0] to (Leader:749,ISR:749,994,LeaderEpoch:0,ControllerEpoch:48) (kafka.controller.PartitionStateMachine)
[2020-07-07 18:22:54,396] INFO [Replica state machine on controller 271]: Invoking state change to OnlineReplica for replicas [Topic=org.horizon_divide_data,Partition=0,Replica=749],[Topic=org.horizon_divide_data,Partition=0,Replica=994] (kafka.controller.ReplicaStateMachine)
日志有些長互妓,涉及到的topic清理掉了,問題出現(xiàn)在刪除之后更新了兩次/brokers/topics zk節(jié)點, 第一次不包含被刪除的Topic坤塞,第二次包含被刪除的Topic
查看源碼
刪除Topic
日志里可以看到?Deletion of topic xxxx successfully completed冯勉,并且此日志是介于兩次更新zk節(jié)點之間;
分析completeDeleteTopic邏輯是將刪除Topic的/brokers/topics尺锚、/config/topics珠闰、/admin/delete_topics zk節(jié)點,并且刪除內(nèi)存里的Topic信息瘫辩。與日志[2020-07-07 18:22:45,172] INFO [TopicChangeListener on Controller 271]: New topics: [Set()], deleted topics: [Set()], new partition replica assignment [Map()] (kafka.controller.PartitionStateMachine$TopicChangeListener)對得上
創(chuàng)建Topic
[2020-07-07 18:22:54,355] INFO [TopicChangeListener on Controller 271]: New topics: [Set(org.horizon_divide_data)], deleted topics: [Set()], new partition replica assignment [Map([org.horizon_divide_data,0] -> List(749, 994))] (kafka.controller.PartitionStateMachine$TopicChangeListener)[2020-07-07 18:22:54,356] INFO [Controller 271]: New topic creation callback for [org.horizon_divide_data,0] (kafka.controller.KafkaController)[2020-07-07 18:22:54,356] INFO [Controller 271]: New partition creation callback for [org.horizon_divide_data,0] (kafka.controller.KafkaController)
New topic creation callback for 日志對應(yīng)代碼
日志里第二次出現(xiàn)TopicChangeListener監(jiān)聽的日志如上伏嗜,此時zk上多了org.horizon_divide_data topic坛悉,而剛上面說過,Controller內(nèi)存中已經(jīng)remove掉了承绸,因此代碼中newTopics應(yīng)該是包含了刪除的org.horizon_divide_data topic裸影;
疑問
為啥第二次更新zk節(jié)點的時候,帶了這個topic呢军熏,是哪里觸發(fā)的這次更新呢轩猩?有兩點推測:1.zk更新那里是遞歸更新的會不會觸發(fā)兩次監(jiān)聽;2.集群設(shè)置了auto.create.topics.enable因為日志收集荡澎,避免造成收集側(cè)collector擁堵均践,可能有關(guān)系
1.查看zk遞歸刪除邏輯
代碼中看到傳參數(shù)watch->false,遞歸刪除從葉子節(jié)點到枝干節(jié)點刪除,邏輯看上去沒問題摩幔,在確認(rèn)下參數(shù)watch是干嘛的彤委?看Document說明大概意思是true的時候會監(jiān)聽節(jié)點變更,false不監(jiān)聽節(jié)點變更或衡;zk遞歸刪除引起調(diào)用兩次listener排除(PS:如果真的是因為遞歸刪除引起焦影,遞歸刪除是從child到parent刪除,邏輯上應(yīng)該是日志里第一次包含被刪除的Topic封断,而第二次不包含被刪除的Topic才對斯辰,現(xiàn)實中恰恰相反)
2.查看auto.create.topics.enable相關(guān)代碼,邏輯上看坡疼,如果請求TopicMeta彬呻,而broker meta中不存在這個Topic,那么broker會調(diào)用createTopic柄瑰,而我們知道創(chuàng)建Topic邏輯就是會寫zk /brokers/topics/節(jié)點废岂。查看broker日志發(fā)現(xiàn)server.log.2:[2020-07-07 17:48:24,353] INFO [KafkaApi-253] Auto creation of topic org.com.dianping.seer.cube2 with 1 partitions and replication factor 2 is successful! (kafka.server.KafkaApis)有自動創(chuàng)建的情況,這個也是批量刪除的其中一個topic狱意,這里偷懶1共600多個broker湖苞,而我們知道獲取client獲取meta的邏輯是先根據(jù)bootstrap server 創(chuàng)建鏈接,然后自己有個算法详囤,大概就是判斷連接數(shù)最少的一個broker跟這個broker鏈接财骨,獲取broker內(nèi)存中的meta,這邊kafka日志沒有收集到es藏姐、hive之類的隆箩,沒有聚合,就沒在繼續(xù)查羔杨;另外我們內(nèi)部日志收集其實還在一直鏈接老平臺broker只是沒有寫數(shù)據(jù)而已捌臊。
結(jié)論
如果集群broker配置了auto.create.topics.enable,同時有獲取topicmeta請求就會自動創(chuàng)建Topic兜材,此處邏輯也可以看到理澎,如果集群中不是全部broker開啟了這個配置逞力,那其實只要請求落在配置了這個參數(shù)的broker上就會自動創(chuàng)建這個Topic
其他想說的,Kafka的日志打得不是特別好糠爬,很多地方日志級別都是設(shè)置比較低寇荧,根本不知道服務(wù)在干嘛,controller日志相對多一些执隧,這里有個工具可以推薦阿里的Arthas?https://alibaba.github.io/arthas/?揩抡,可以通過它動態(tài)修改日志級別使用起來也很簡單,大概就是先確定classloader的hash值镀琉,輸入類似sc -d kafka.controller.ControllerContext(找代碼里的類即可)我這里以321ea24為例峦嗤,找到hash值通過logger -c xxx(前面找到的hash值)即可查看這個classloader里面有幾個日志配置,找到你要修改的日志name這里修改controller的日志name是kafka.controller 屋摔,對應(yīng)執(zhí)行?logger -c 321ea24 -n kafka.controller -l info寻仗,即可調(diào)整。