教你8步輕鬆上手kafka

始於腳下發表於2022-12-27

1、配置環境變數

必須要求Java 8及以上版本

[root@localhost kafka]# java -version
openjdk version "1.8.0_262"
OpenJDK Runtime Environment (build 1.8.0_262-b10)
OpenJDK 64-Bit Server VM (build 25.262-b10, mixed mode)

2、下載並解壓kafka安裝檔案

kafka下載地址

上傳至伺服器並解壓

[root@localhost kafka]# ls
kafka_2.13-3.3.1.tgz
[root@localhost kafka]# tar -xzf ./kafka_2.13-3.3.1.tgz 
[root@localhost kafka]# ls
kafka_2.13-3.3.1  kafka_2.13-3.3.1.tgz
[root@localhost kafka]# cd ./kafka_2.13-3.3.1/
[root@localhost kafka_2.13-3.3.1]# ls
bin  config  libs  LICENSE  licenses  NOTICE  site-docs
[root@localhost kafka_2.13-3.3.1]#

3、啟動服務

必須按照正確的順序先啟動zookeeper,在啟動kafka,啟動命令如下。

啟動zookeeper

[root@localhost kafka_2.13-3.3.1]# ./bin/zookeeper-server-start.sh ./config/zookeeper.properties

啟動kafka(另起一個視窗啟動),注意在配置檔案裡面更改zookeeper.connect的引數值,本機預設為localhost,所以可以不用改。

[root@localhost kafka_2.13-3.3.1]# ./bin/kafka-server-start.sh ./config/server.properties4、建立topic

使用kafka-topics.sh建立名為local-topic的topic,localhost為kafka部署的主機名,9092為kafka的埠,需根據實際情況更改。

[root@localhost kafka_2.13-3.3.1]# ./bin/kafka-topics.sh --create --topic local-topic --bootstrap-server localhost:9092
Created topic local-topic.
[root@localhost kafka_2.13-3.3.1]#

5、檢視topic

[root@localhost kafka_2.13-3.3.1]# ./bin/kafka-topics.sh --describe --topic local-topic --bootstrap-server localhost:9092
Topic: local-topicTopicId: zlnMG_F9RO6VAeS2hj6rqwPartitionCount: 1ReplicationFactor: 1Configs: 
Topic: local-topicPartition: 0Leader: 0Replicas: 0Isr: 0
[root@localhost kafka_2.13-3.3.1]#

6、使用kafka-console-producer.sh為local-topic寫入event,進入互動式視窗寫入event,完成後使用Ctrl-C結束視窗。

[root@localhost kafka_2.13-3.3.1]# ./bin/kafka-console-producer.sh --topic local-topic --bootstrap-server localhost:9092
>local-topic 1 test  
>local-topic 2 test
>local-topic 3 test
>^C[root@localhost kafka_2.13-3.3.1]#

7、使用kafka-console-consumer.sh檢視local-topic寫入的event,使用Ctrl-C結束視窗

[root@localhost kafka_2.13-3.3.1]# ./bin/kafka-console-consumer.sh --topic local-topic --from-beginning --bootstrap-server localhost:9092
local-topic 1 test
local-topic 2 test
local-topic 3 test
^CProcessed a total of 3 messages
[root@localhost kafka_2.13-3.3.1]#

8、以檔案為例使用kafkaconnect匯入資料

編輯connect-standalone.properties,指定plugin.path路徑至對應的connect使用的jar包。

[root@localhost kafka_2.13-3.3.1]# vim ./config/connect-standalone.properties
[root@localhost kafka_2.13-3.3.1]# cat ./config/connect-standalone.properties | grep plugin.path
# plugin.path=/usr/local/share/java,/usr/local/share/kafka/plugins,/opt/connectors,
#plugin.path=
plugin.path=/kafka/kafka_2.13-3.3.1/libs/connect-file-3.3.1.jar
[root@localhost kafka_2.13-3.3.1]#

編輯測試檔案test,寫入測試資料

[root@localhost kafka_2.13-3.3.1]# echo -e "foo\nbar" > /kafka/test.txt

修改connect-file-source.properties、connect-file-sink.properties中file中的檔案路徑為要匯入資料的檔案路徑,並根據實際情況修改其他引數值

[root@localhost kafka_2.13-3.3.1]# vim ./config/connect-file-source.properties 
[root@localhost kafka_2.13-3.3.1]# cat ./config/connect-file-source.properties 
# Licensed to the Apache Software Foundation (ASF) under one or more
# contributor license agreements.  See the NOTICE file distributed with
# this work for additional information regarding copyright ownership.
# The ASF licenses this file to You under the Apache License, Version 2.0
# (the "License"); you may not use this file except in compliance with
# the License.  You may obtain a copy of the License at
#
#    
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
name=local-file-source
connector.class=FileStreamSource
tasks.max=1
file=/kafka/test.txt
topic=connect-test
[root@localhost kafka_2.13-3.3.1]#

啟動connect程式

[root@localhost kafka_2.13-3.3.1]# ./bin/connect-standalone.sh ./config/connect-standalone.properties ./config/connect-file-source.properties ./config/connect-file-sink.properties

檢視檔案內容讀取結果,將此視窗保留,測試實時寫入test檔案資料後的變化。可以看到資料已經讀入kafka並按檔案配置建立connect-test的topic,檢視test.sink.txt檔案內容,跟test一致。

[root@localhost kafka_2.13-3.3.1]# ./bin/kafka-topics.sh --list --bootstrap-server localhost:9092
__consumer_offsets
connect-test
local-topic
[root@localhost kafka_2.13-3.3.1]# 
[root@localhost kafka_2.13-3.3.1]# cat /kafka/test.sink.txt
foo
bar
[root@localhost kafka_2.13-3.3.1]# ./bin/kafka-console-consumer.sh --bootstrap-server localhost:9092 --topic connect-test --from-beginning
{"schema":{"type":"string","optional":false},"payload":"foo"}
{"schema":{"type":"string","optional":false},"payload":"bar"}

在test.txt檔案中追加資訊,如追加test3到/kafka/test.txt,寫完後觀察前面保留的視窗變化。

[root@localhost kafka_2.13-3.3.1]# echo "test3" >> /kafka/test.txt 
[root@localhost kafka_2.13-3.3.1]#

可以看到,新追加的test3會自動列印出來,並且在寫入test.sink.txt

[root@localhost kafka_2.13-3.3.1]# ./bin/kafka-console-consumer.sh --bootstrap-server localhost:9092 --topic connect-test --from-beginning
{"schema":{"type":"string","optional":false},"payload":"foo"}
{"schema":{"type":"string","optional":false},"payload":"bar"}
{"schema":{"type":"string","optional":false},"payload":"test3"}
[root@localhost kafka_2.13-3.3.1]# cat /kafka/test.sink.txt
foo
bar
test3

附:kafka-topics.sh幫助文件


This tool helps to create, delete, describe, or change a topic.
Option                                   Description                            
------                                   -----------                            
--alter                                  Alter the number of partitions,        
                                           replica assignment, and/or           
                                           configuration for the topic.         
--at-min-isr-partitions                  if set when describing topics, only    
                                           show partitions whose isr count is   
                                           equal to the configured minimum.     
--bootstrap-server <String: server to    REQUIRED: The Kafka server to connect  
  connect to>                              to.                                  
--command-config <String: command        Property file containing configs to be 
  config property file>                    passed to Admin Client. This is used 
                                           only with --bootstrap-server option  
                                           for describing and altering broker   
                                           configs.                             
--config <String: name=value>            A topic configuration override for the 
                                           topic being created or altered. The  
                                           following is a list of valid         
                                           configurations:                      
                                         cleanup.policy                        
                                         compression.type                      
                                         delete.retention.ms                   
                                         file.delete.delay.ms                  
                                         flush.messages                        
                                         flush.ms                              
                                         follower.replication.throttled.       
                                           replicas                             
                                         index.interval.bytes                  
                                         leader.replication.throttled.replicas 
                                         local.retention.bytes                 
                                         local.retention.ms                    
                                         max.compaction.lag.ms                 
                                         max.message.bytes                     
                                         message.downconversion.enable         
                                         message.format.version                
                                         message.timestamp.difference.max.ms   
                                         message.timestamp.type                
                                         min.cleanable.dirty.ratio             
                                         min.compaction.lag.ms                 
                                         min.insync.replicas                   
                                         preallocate                           
                                         remote.storage.enable                 
                                         retention.bytes                       
                                         retention.ms                          
                                         segment.bytes                         
                                         segment.index.bytes                   
                                         segment.jitter.ms                     
                                         segment.ms                            
                                         unclean.leader.election.enable        
                                         See the Kafka documentation for full   
                                           details on the topic configs. It is  
                                           supported only in combination with --
                                           create if --bootstrap-server option  
                                           is used (the kafka-configs CLI       
                                           supports altering topic configs with 
                                           a --bootstrap-server option).        
--create                                 Create a new topic.                    
--delete                                 Delete a topic                         
--delete-config <String: name>           A topic configuration override to be   
                                           removed for an existing topic (see   
                                           the list of configurations under the 
                                           --config option). Not supported with 
                                           the --bootstrap-server option.       
--describe                               List details for the given topics.     
--disable-rack-aware                     Disable rack aware replica assignment  
--exclude-internal                       exclude internal topics when running   
                                           list or describe command. The        
                                           internal topics will be listed by    
                                           default                              
--help                                   Print usage information.               
--if-exists                              if set when altering or deleting or    
                                           describing topics, the action will   
                                           only execute if the topic exists.    
--if-not-exists                          if set when creating topics, the       
                                           action will only execute if the      
                                           topic does not already exist.        
--list                                   List all available topics.             
--partitions <Integer: # of partitions>  The number of partitions for the topic 
                                           being created or altered (WARNING:   
                                           If partitions are increased for a    
                                           topic that has a key, the partition  
                                           logic or ordering of the messages    
                                           will be affected). If not supplied   
                                           for create, defaults to the cluster  
                                           default.                             
--replica-assignment <String:            A list of manual partition-to-broker   
  broker_id_for_part1_replica1 :           assignments for the topic being      
  broker_id_for_part1_replica2 ,           created or altered.                  
  broker_id_for_part2_replica1 :                                                
  broker_id_for_part2_replica2 , ...>                                           
--replication-factor <Integer:           The replication factor for each        
  replication factor>                      partition in the topic being         
                                           created. If not supplied, defaults   
                                           to the cluster default.              
--topic <String: topic>                  The topic to create, alter, describe   
                                           or delete. It also accepts a regular 
                                           expression, except for --create      
                                           option. Put topic name in double     
                                           quotes and use the '\' prefix to     
                                           escape regular expression symbols; e.
                                           g. "test\.topic".                    
--topic-id <String: topic-id>            The topic-id to describe.This is used  
                                           only with --bootstrap-server option  
                                           for describing topics.               
--topics-with-overrides                  if set when describing topics, only    
                                           show topics that have overridden     
                                           configs                              
--unavailable-partitions                 if set when describing topics, only    
                                           show partitions whose leader is not  
                                           available                            
--under-min-isr-partitions               if set when describing topics, only    
                                           show partitions whose isr count is   
                                           less than the configured minimum.    
--under-replicated-partitions            if set when describing topics, only    
                                           show under replicated partitions     
--version                                Display Kafka version.                 
[root@localhost kafka_2.13-3.3.1]#


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