kafka基本版与kafka acl版性能对比(单机版)

Love The Way You Lie 2022-02-02 08:36 398阅读 0赞

# [kafka基本版与kafka acl版性能对比(单机版)][kafka_kafka acl] #

# 一、场景 #

线上已经有kafka集群，服务运行稳定。但是因为产品升级，需要对kakfa做安全测试，也就是权限验证。

但是增加权限验证，会不会对性能有影响呢？影响大吗？不知道呀！

因此，本文就此来做一下对比！

## 测试环境 ##

本文使用的是单机kafka测试，仅在一台服务器做测试。

使用的kafka版本为kafka\_2.12-2.1.0，zk直接使用kafka自带的。

硬件配置为：1(核)-4G内容-40G硬盘

# 二、普通版安装 #

关于普通版的kafka，请参考链接：

[https://www.cnblogs.com/xiao987334176/p/10075659.html][https_www.cnblogs.com_xiao987334176_p_10075659.html]

里面有关于 kafka\_server\_test 镜像如何制作！

# 三、acl版安装 #

这里使用的acl设置，仅仅使用write用户来测试。赋予它所有权限，下面会说到！

新建空目录

mkdir /opt/kafka_server_acl

consumer.config

security.protocol=SASL_PLAINTEXT
    sasl.mechanism=PLAIN
    group.id=test-group

dockerfile

![ContractedBlock.gif][] ![ExpandedBlockStart.gif][]

FROM ubuntu:16.04
    # 修改更新源为阿里云
    ADD sources.list /etc/apt/sources.list
    ADD kafka_2.12-2.1.0.tgz /
    ADD kafka_cluster_jaas.conf /
    ADD consumer.config /kafka_2.12-2.1.0/config/
    ADD producer.config /kafka_2.12-2.1.0/config/
    #ADD reader_jaas.conf /kafka_2.12-2.1.0/config/
    ADD writer_jaas.conf /kafka_2.12-2.1.0/config/
    # 安装jdk
    RUN apt-get update && apt-get install -y openjdk-8-jdk --allow-unauthenticated && apt-get clean all && \
        cd /kafka_2.12-2.1.0 && \
        mv /kafka_cluster_jaas.conf config/ && \
        sed -i '$ s/^/#&/g' bin/kafka-server-start.sh && \
        sed -i '$ a\exec $base_dir/kafka-run-class.sh $EXTRA_ARGS -Djava.security.auth.login.config=/kafka_2.12-2.1.0/config/kafka_cluster_jaas.conf kafka.Kafka "$@"' bin/kafka-server-start.sh
    
    EXPOSE 9092
    # 添加启动脚本
    ADD run.sh .
    RUN chmod 755 run.sh
    ENTRYPOINT [ "/run.sh"]

kafka\_cluster\_jaas.conf

![ContractedBlock.gif][] ![ExpandedBlockStart.gif][]

KafkaServer {
    org.apache.kafka.common.security.plain.PlainLoginModule required
    username="admin"
    password="admin"
    user_admin="admin"
    user_reader="reader"
    user_writer="writer";
    };

producer.config

security.protocol=SASL_PLAINTEXT
    sasl.mechanism=PLAIN

run.sh

![ContractedBlock.gif][] ![ExpandedBlockStart.gif][]

#!/bin/bash
    
    
    # 启动自带的zookeeper
    cd /kafka_2.12-2.1.0
    bin/zookeeper-server-start.sh config/zookeeper.properties &
    
    # 启动kafka acl配置
    echo "
    
    authorizer.class.name=kafka.security.auth.SimpleAclAuthorizer
    listeners=SASL_PLAINTEXT://:9092
    security.inter.broker.protocol= SASL_PLAINTEXT
    sasl.mechanism.inter.broker.protocol=PLAIN
    sasl.enabled.mechanisms=PLAIN
    super.users=User:admin
    
    " >> /kafka_2.12-2.1.0/config/server.properties
    
    # 进入工作目录
    cd /kafka_2.12-2.1.0
    
    # 生产者
    # 最后一行注释掉,添加#
    sed -i '$ s/^/#&/g' bin/kafka-console-producer.sh
    # 最后一行添加内容
    sed -i '$ a\exec $(dirname $0)/kafka-run-class.sh -Djava.security.auth.login.config=/kafka_2.12-2.1.0/config/writer_jaas.conf kafka.tools.ConsoleProducer "$@"' bin/kafka-console-producer.sh
    
    # 消费者
    sed -i '$ s/^/#&/g' bin/kafka-console-consumer.sh
    sed -i '$ a\exec $(dirname $0)/kafka-run-class.sh -Djava.security.auth.login.config=/kafka_2.12-2.1.0/config/writer_jaas.conf kafka.tools.ConsoleConsumer "$@"' bin/kafka-console-consumer.sh
    
    # 生产者压测脚本
    sed -i '$ s/^/#&/g' bin/kafka-producer-perf-test.sh
    sed -i '$ a\exec $(dirname $0)/kafka-run-class.sh -Djava.security.auth.login.config=/kafka_2.12-2.1.0/config/writer_jaas.conf org.apache.kafka.tools.ProducerPerformance "$@"' bin/kafka-producer-perf-test.sh
    
    # 消费者压测脚本
    sed -i '$ s/^/#&/g' bin/kafka-consumer-perf-test.sh
    sed -i '$ a\exec $(dirname $0)/kafka-run-class.sh -Djava.security.auth.login.config=/kafka_2.12-2.1.0/config/writer_jaas.conf kafka.tools.ConsumerPerformance "$@"' bin/kafka-consumer-perf-test.sh
    
    
    # 启动kafka
    sleep 3
    bin/kafka-server-start.sh config/server.properties

注意：默认的kafka压测脚本是针对于普通版的kafka。如果是已经开启了acl验证的kafkfa，运行会直接报错。

因此为了解决这个问题，有2个步骤：

1. 修改压测脚本，最后一行指定参数\-Djava.security.auth.login.config

2. 运行脚本时，要增加参数。下文会说到，稍安勿躁！

sources.list

![ContractedBlock.gif][] ![ExpandedBlockStart.gif][]

deb http://mirrors.aliyun.com/ubuntu/ xenial main restricted
    deb http://mirrors.aliyun.com/ubuntu/ xenial-updates main restricted
    deb http://mirrors.aliyun.com/ubuntu/ xenial universe
    deb http://mirrors.aliyun.com/ubuntu/ xenial-updates universe
    deb http://mirrors.aliyun.com/ubuntu/ xenial multiverse
    deb http://mirrors.aliyun.com/ubuntu/ xenial-updates multiverse
    deb http://mirrors.aliyun.com/ubuntu/ xenial-backports main restricted universe multiverse
    deb http://mirrors.aliyun.com/ubuntu xenial-security main restricted
    deb http://mirrors.aliyun.com/ubuntu xenial-security universe
    deb http://mirrors.aliyun.com/ubuntu xenial-security multiverse

writer\_jaas.conf

KafkaClient {
    org.apache.kafka.common.security.plain.PlainLoginModule required
    username="writer"
    password="writer";
    };

此时目录结构如下：

./
    ├── consumer.config
    ├── dockerfile
    ├── kafka_2.12-2.1.0.tgz
    ├── kafka_cluster_jaas.conf
    ├── producer.config
    ├── run.sh
    ├── sources.list
    └── writer_jaas.conf

生成镜像

docker build -t kafka_server_acl /opt/kafka_server_acl

启动容器

docker run -it kafka_server_acl

查看docker进程

root@ubuntu:~# docker ps
    CONTAINER ID        IMAGE               COMMAND             CREATED             STATUS              PORTS               NAMES
    4f4c33fd92fa        kafka_server_acl    "/run.sh"           41 seconds ago      Up 40 seconds       9092/tcp            eager_goldberg

进入容器

root@ubuntu:~# docker exec -it 4f4c33fd92fa /bin/bash
    root@4f4c33fd92fa:/# cd /kafka_2.12-2.1.0/

设置权限

bin/kafka-acls.sh --authorizer kafka.security.auth.SimpleAclAuthorizer --authorizer-properties zookeeper.connect=localhost:2181 --add --allow-principal User:writer --operation All --topic=*

参数解释：

User:writer  表示用户writer

\--operation All  操作权限为所有。一般操作权限分为2种，分别是Read和Write。所以All就包含了这2种权限。

\--topic=\* 表示所有topic

输出：

Adding ACLs for resource `Topic:LITERAL:*`: 
         User:writer has Allow permission for operations: All from hosts: * 
    
    Current ACLs for resource `Topic:LITERAL:*`: 
         User:writer has Allow permission for operations: All from hosts: *

允许writer用户的所有组操作。一般在java代码中，组名是不固定的。有些是动态生成的，所以直接\*

bin/kafka-acls.sh --authorizer kafka.security.auth.SimpleAclAuthorizer --authorizer-properties zookeeper.connect=localhost:2181 --add --allow-principal User:writer --operation All -group=*

**注意：topic和grop权限，不能一条命令设置，需要分2条命令执行才行！**

输出：

Adding ACLs for resource `Group:LITERAL:*`: 
         User:writer has Allow permission for operations: All from hosts: * 
    
    Current ACLs for resource `Group:LITERAL:*`: 
         User:writer has Allow permission for operations: All from hosts: *

创建测试topic，名为test

bin/kafka-topics.sh --create --zookeeper localhost:2181 --replication-factor 1 --partitions 1 --topic test

进入生产者模式

bin/kafka-console-producer.sh --broker-list localhost:9092 --topic test --producer.config config/producer.config

进入消费者模式

bin/kafka-console-consumer.sh --bootstrap-server localhost:9092 --topic test --from-beginning --consumer.config config/consumer.config

在生产者模式输入234

>234

消费者模式如果收到234，说明acl运行正常！

# 四、100万性能对比 #

## 普通版 ##

先启动镜像

docker run -it kafka_server_test

查看docker进程

root@ubuntu:~# docker ps
    CONTAINER ID        IMAGE               COMMAND             CREATED              STATUS              PORTS               NAMES
    eb40b250c38e        kafka_server_test   "/run.sh"           About a minute ago   Up About a minute   9092/tcp            cocky_bhabha

进入容器

root@ubuntu:~# docker exec -it eb40b250c38e /bin/bash
    root@eb40b250c38e:/# cd /kafka_2.12-2.1.0/

### 写入100万 ###

bin/kafka-producer-perf-test.sh --topic test_perf --num-records 1000000 --record-size 1000  --throughput 2000 --producer-props bootstrap.servers=localhost:9092

输出：

![ContractedBlock.gif][] ![ExpandedBlockStart.gif][]

[2018-12-06 08:50:25,952] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 1 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 08:50:26,063] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 3 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 08:50:26,171] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 4 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 08:50:26,575] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 5 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 08:50:26,686] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 6 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 08:50:26,799] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 7 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 08:50:27,201] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 8 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 08:50:27,314] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 9 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 08:50:27,421] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 10 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 08:50:27,615] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 11 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 08:50:27,723] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 12 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 08:50:27,835] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 13 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 08:50:28,033] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 14 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 08:50:28,142] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 15 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 08:50:28,343] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 16 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    1 records sent, 0.2 records/sec (0.00 MB/sec), 6529.0 ms avg latency, 6529.0 max latency.
    993 records sent, 195.5 records/sec (0.19 MB/sec), 4129.0 ms avg latency, 5700.0 max latency.
    2528 records sent, 505.2 records/sec (0.48 MB/sec), 7376.3 ms avg latency, 9462.0 max latency.
    2896 records sent, 548.0 records/sec (0.52 MB/sec), 11849.3 ms avg latency, 14333.0 max latency.
    4064 records sent, 799.5 records/sec (0.76 MB/sec), 16470.2 ms avg latency, 18490.0 max latency.
    8256 records sent, 1623.0 records/sec (1.55 MB/sec), 20567.4 ms avg latency, 22227.0 max latency.
    9648 records sent, 1821.4 records/sec (1.74 MB/sec), 22738.9 ms avg latency, 23278.0 max latency.
    8960 records sent, 1792.0 records/sec (1.71 MB/sec), 23369.0 ms avg latency, 23889.0 max latency.
    11968 records sent, 2298.0 records/sec (2.19 MB/sec), 19010.4 ms avg latency, 23768.0 max latency.
    10928 records sent, 2155.4 records/sec (2.06 MB/sec), 16760.0 ms avg latency, 17435.0 max latency.
    11504 records sent, 2214.9 records/sec (2.11 MB/sec), 15430.7 ms avg latency, 16299.0 max latency.
    13600 records sent, 2669.8 records/sec (2.55 MB/sec), 14335.0 ms avg latency, 14934.0 max latency.
    12032 records sent, 2360.1 records/sec (2.25 MB/sec), 13364.5 ms avg latency, 14022.0 max latency.
    14224 records sent, 2801.1 records/sec (2.67 MB/sec), 12638.4 ms avg latency, 13613.0 max latency.
    18640 records sent, 3672.2 records/sec (3.50 MB/sec), 11248.4 ms avg latency, 12355.0 max latency.
    18368 records sent, 3619.3 records/sec (3.45 MB/sec), 9437.7 ms avg latency, 10156.0 max latency.
    14768 records sent, 2846.6 records/sec (2.71 MB/sec), 7655.5 ms avg latency, 9229.0 max latency.
    18368 records sent, 3673.6 records/sec (3.50 MB/sec), 4640.2 ms avg latency, 6955.0 max latency.
    14416 records sent, 2879.2 records/sec (2.75 MB/sec), 1508.1 ms avg latency, 2735.0 max latency.
    11736 records sent, 2346.7 records/sec (2.24 MB/sec), 176.9 ms avg latency, 836.0 max latency.
    9992 records sent, 1967.7 records/sec (1.88 MB/sec), 64.5 ms avg latency, 416.0 max latency.
    10156 records sent, 1998.0 records/sec (1.91 MB/sec), 43.7 ms avg latency, 512.0 max latency.
    10186 records sent, 2002.0 records/sec (1.91 MB/sec), 11.7 ms avg latency, 296.0 max latency.
    10180 records sent, 2035.6 records/sec (1.94 MB/sec), 118.2 ms avg latency, 730.0 max latency.
    10005 records sent, 2001.0 records/sec (1.91 MB/sec), 47.0 ms avg latency, 423.0 max latency.
    9943 records sent, 1964.6 records/sec (1.87 MB/sec), 88.8 ms avg latency, 421.0 max latency.
    10184 records sent, 2036.4 records/sec (1.94 MB/sec), 39.3 ms avg latency, 418.0 max latency.
    10342 records sent, 2041.9 records/sec (1.95 MB/sec), 11.3 ms avg latency, 197.0 max latency.
    10162 records sent, 2006.3 records/sec (1.91 MB/sec), 22.2 ms avg latency, 329.0 max latency.
    10152 records sent, 1995.7 records/sec (1.90 MB/sec), 7.3 ms avg latency, 193.0 max latency.
    10184 records sent, 2036.8 records/sec (1.94 MB/sec), 1.8 ms avg latency, 36.0 max latency.
    9942 records sent, 1967.2 records/sec (1.88 MB/sec), 5.9 ms avg latency, 189.0 max latency.
    10036 records sent, 2001.6 records/sec (1.91 MB/sec), 3.1 ms avg latency, 109.0 max latency.
    10168 records sent, 2033.6 records/sec (1.94 MB/sec), 0.6 ms avg latency, 78.0 max latency.
    10018 records sent, 2003.6 records/sec (1.91 MB/sec), 0.7 ms avg latency, 89.0 max latency.
    10002 records sent, 2000.4 records/sec (1.91 MB/sec), 0.4 ms avg latency, 67.0 max latency.
    10008 records sent, 2001.2 records/sec (1.91 MB/sec), 0.5 ms avg latency, 70.0 max latency.
    9958 records sent, 1973.4 records/sec (1.88 MB/sec), 0.4 ms avg latency, 48.0 max latency.
    10140 records sent, 2028.0 records/sec (1.93 MB/sec), 0.7 ms avg latency, 63.0 max latency.
    10002 records sent, 2000.0 records/sec (1.91 MB/sec), 0.4 ms avg latency, 39.0 max latency.
    10006 records sent, 2000.8 records/sec (1.91 MB/sec), 0.8 ms avg latency, 72.0 max latency.
    10006 records sent, 2000.8 records/sec (1.91 MB/sec), 0.5 ms avg latency, 61.0 max latency.
    10004 records sent, 2000.0 records/sec (1.91 MB/sec), 0.5 ms avg latency, 36.0 max latency.
    10012 records sent, 2002.0 records/sec (1.91 MB/sec), 0.7 ms avg latency, 71.0 max latency.
    10002 records sent, 2000.4 records/sec (1.91 MB/sec), 0.5 ms avg latency, 86.0 max latency.
    9999 records sent, 1999.8 records/sec (1.91 MB/sec), 0.5 ms avg latency, 44.0 max latency.
    10007 records sent, 2001.0 records/sec (1.91 MB/sec), 0.5 ms avg latency, 84.0 max latency.
    10004 records sent, 2000.0 records/sec (1.91 MB/sec), 0.5 ms avg latency, 42.0 max latency.
    10000 records sent, 2000.0 records/sec (1.91 MB/sec), 0.5 ms avg latency, 66.0 max latency.
    10002 records sent, 2000.4 records/sec (1.91 MB/sec), 1.1 ms avg latency, 84.0 max latency.
    10134 records sent, 2026.4 records/sec (1.93 MB/sec), 0.6 ms avg latency, 82.0 max latency.
    10004 records sent, 2000.4 records/sec (1.91 MB/sec), 0.8 ms avg latency, 72.0 max latency.
    10014 records sent, 2002.4 records/sec (1.91 MB/sec), 0.6 ms avg latency, 53.0 max latency.
    10002 records sent, 1998.8 records/sec (1.91 MB/sec), 0.5 ms avg latency, 25.0 max latency.
    10006 records sent, 1979.8 records/sec (1.89 MB/sec), 0.7 ms avg latency, 87.0 max latency.
    10118 records sent, 2023.2 records/sec (1.93 MB/sec), 1.3 ms avg latency, 89.0 max latency.
    10004 records sent, 2000.0 records/sec (1.91 MB/sec), 0.8 ms avg latency, 88.0 max latency.
    10008 records sent, 2001.6 records/sec (1.91 MB/sec), 0.6 ms avg latency, 58.0 max latency.
    10002 records sent, 1999.6 records/sec (1.91 MB/sec), 0.8 ms avg latency, 53.0 max latency.
    9896 records sent, 1976.4 records/sec (1.88 MB/sec), 0.5 ms avg latency, 53.0 max latency.
    10127 records sent, 2025.0 records/sec (1.93 MB/sec), 3.6 ms avg latency, 184.0 max latency.
    10003 records sent, 2000.2 records/sec (1.91 MB/sec), 3.5 ms avg latency, 183.0 max latency.
    10009 records sent, 2001.4 records/sec (1.91 MB/sec), 1.0 ms avg latency, 84.0 max latency.
    10007 records sent, 2001.0 records/sec (1.91 MB/sec), 1.0 ms avg latency, 88.0 max latency.
    10012 records sent, 2001.6 records/sec (1.91 MB/sec), 2.8 ms avg latency, 161.0 max latency.
    10004 records sent, 2000.4 records/sec (1.91 MB/sec), 0.5 ms avg latency, 88.0 max latency.
    10002 records sent, 2000.0 records/sec (1.91 MB/sec), 0.6 ms avg latency, 72.0 max latency.
    10008 records sent, 2000.8 records/sec (1.91 MB/sec), 0.7 ms avg latency, 59.0 max latency.
    10006 records sent, 2000.8 records/sec (1.91 MB/sec), 0.5 ms avg latency, 54.0 max latency.
    10002 records sent, 2000.4 records/sec (1.91 MB/sec), 0.9 ms avg latency, 54.0 max latency.
    10004 records sent, 2000.4 records/sec (1.91 MB/sec), 1.3 ms avg latency, 101.0 max latency.
    9998 records sent, 1999.2 records/sec (1.91 MB/sec), 0.8 ms avg latency, 77.0 max latency.
    10038 records sent, 2001.6 records/sec (1.91 MB/sec), 0.8 ms avg latency, 84.0 max latency.
    10161 records sent, 2031.8 records/sec (1.94 MB/sec), 2.9 ms avg latency, 177.0 max latency.
    10005 records sent, 2001.0 records/sec (1.91 MB/sec), 0.6 ms avg latency, 76.0 max latency.
    10004 records sent, 2000.4 records/sec (1.91 MB/sec), 1.0 ms avg latency, 77.0 max latency.
    9998 records sent, 1999.6 records/sec (1.91 MB/sec), 1.1 ms avg latency, 100.0 max latency.
    10004 records sent, 2000.4 records/sec (1.91 MB/sec), 0.7 ms avg latency, 63.0 max latency.
    9950 records sent, 1984.0 records/sec (1.89 MB/sec), 0.9 ms avg latency, 86.0 max latency.
    10082 records sent, 2016.4 records/sec (1.92 MB/sec), 1.0 ms avg latency, 88.0 max latency.
    10004 records sent, 2000.0 records/sec (1.91 MB/sec), 0.7 ms avg latency, 76.0 max latency.
    10002 records sent, 2000.4 records/sec (1.91 MB/sec), 1.1 ms avg latency, 82.0 max latency.
    9932 records sent, 1986.4 records/sec (1.89 MB/sec), 0.7 ms avg latency, 70.0 max latency.
    10076 records sent, 2014.8 records/sec (1.92 MB/sec), 0.9 ms avg latency, 70.0 max latency.
    10000 records sent, 2000.0 records/sec (1.91 MB/sec), 0.8 ms avg latency, 76.0 max latency.
    10002 records sent, 2000.0 records/sec (1.91 MB/sec), 1.5 ms avg latency, 104.0 max latency.
    10004 records sent, 2000.4 records/sec (1.91 MB/sec), 1.0 ms avg latency, 89.0 max latency.
    10002 records sent, 2000.0 records/sec (1.91 MB/sec), 0.9 ms avg latency, 89.0 max latency.
    10006 records sent, 2000.4 records/sec (1.91 MB/sec), 1.2 ms avg latency, 99.0 max latency.
    10004 records sent, 2000.8 records/sec (1.91 MB/sec), 0.8 ms avg latency, 80.0 max latency.
    10000 records sent, 1999.6 records/sec (1.91 MB/sec), 6.0 ms avg latency, 262.0 max latency.
    10006 records sent, 2000.8 records/sec (1.91 MB/sec), 0.8 ms avg latency, 73.0 max latency.
    10000 records sent, 2000.0 records/sec (1.91 MB/sec), 1.3 ms avg latency, 77.0 max latency.
    10000 records sent, 1999.6 records/sec (1.91 MB/sec), 0.7 ms avg latency, 80.0 max latency.
    10008 records sent, 2001.6 records/sec (1.91 MB/sec), 0.7 ms avg latency, 50.0 max latency.
    9876 records sent, 1975.2 records/sec (1.88 MB/sec), 0.9 ms avg latency, 83.0 max latency.
    10138 records sent, 2026.8 records/sec (1.93 MB/sec), 0.7 ms avg latency, 77.0 max latency.
    10000 records sent, 2000.0 records/sec (1.91 MB/sec), 1.2 ms avg latency, 71.0 max latency.
    1000000 records sent, 1999.548102 records/sec (1.91 MB/sec), 2456.76 ms avg latency, 23889.00 ms max latency, 1 ms 50th, 16296 ms 95th, 23059 ms 99th, 23583 ms 99.9th.

### 消费100万 ###

bin/kafka-consumer-perf-test.sh --broker-list localhost:9092 --topic test_perf --fetch-size 1048576 --messages 1000000 --threads 1

如果出现以下提示：

start.time, end.time, data.consumed.in.MB, MB.sec, data.consumed.in.nMsg, nMsg.sec, rebalance.time.ms, fetch.time.ms, fetch.MB.sec, fetch.nMsg.sec
    WARNING: Exiting before consuming the expected number of messages: timeout (10000 ms) exceeded. You can use the --timeout option to increase the timeout.
    2018-12-06 08:59:50:915, 2018-12-06 09:00:01:374, 0.0000, 0.0000, 0, 0.0000, 0, 10459, 0.0000, 0.0000

表示超时了，请仔细检查参数是否正确！

正常输出：

start.time, end.time, data.consumed.in.MB, MB.sec, data.consumed.in.nMsg, nMsg.sec, rebalance.time.ms, fetch.time.ms, fetch.MB.sec, fetch.nMsg.sec
    2018-12-06 09:36:04:667, 2018-12-06 09:36:41:194, 953.6743, 26.1088, 1000000, 27377.0088, 112, 36415, 26.1891, 27461.2110

为了公平起见，删除进程

docker rm eb40b250c38e -f

## acl版 ##

### 写入100万 ###

**注意要增加参数 --producer.config config/producer.config**

bin/kafka-producer-perf-test.sh --producer.config config/producer.config --topic test_perf --num-records 1000000 --record-size 1000  --throughput 2000 --producer-props bootstrap.servers=localhost:9092

输出：

![ContractedBlock.gif][] ![ExpandedBlockStart.gif][]

[2018-12-06 09:04:45,631] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 1 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 09:04:45,958] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 3 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 09:04:46,153] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 4 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 09:04:46,268] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 5 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 09:04:46,878] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 6 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 09:04:46,990] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 7 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 09:04:47,388] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 8 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 09:04:47,401] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 9 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 09:04:47,594] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 10 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 09:04:47,703] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 11 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    [2018-12-06 09:04:47,907] WARN [Producer clientId=producer-1] Error while fetching metadata with correlation id 12 : {test_perf=LEADER_NOT_AVAILABLE} (org.apache.kafka.clients.NetworkClient)
    1 records sent, 0.1 records/sec (0.00 MB/sec), 6959.0 ms avg latency, 6959.0 max latency.
    929 records sent, 183.2 records/sec (0.17 MB/sec), 3791.8 ms avg latency, 5484.0 max latency.
    2912 records sent, 572.3 records/sec (0.55 MB/sec), 6858.4 ms avg latency, 8794.0 max latency.
    2784 records sent, 548.1 records/sec (0.52 MB/sec), 11087.4 ms avg latency, 13351.0 max latency.
    6016 records sent, 1160.7 records/sec (1.11 MB/sec), 15455.8 ms avg latency, 17528.0 max latency.
    9296 records sent, 1831.7 records/sec (1.75 MB/sec), 19294.1 ms avg latency, 21259.0 max latency.
    9056 records sent, 1754.0 records/sec (1.67 MB/sec), 21916.4 ms avg latency, 22293.0 max latency.
    12400 records sent, 2480.0 records/sec (2.37 MB/sec), 20387.3 ms avg latency, 22414.0 max latency.
    14080 records sent, 2785.4 records/sec (2.66 MB/sec), 15041.6 ms avg latency, 16889.0 max latency.
    10928 records sent, 2144.4 records/sec (2.05 MB/sec), 12817.3 ms avg latency, 13446.0 max latency.
    13424 records sent, 2629.6 records/sec (2.51 MB/sec), 13026.9 ms avg latency, 13467.0 max latency.
    11488 records sent, 2297.6 records/sec (2.19 MB/sec), 13915.6 ms avg latency, 14426.0 max latency.
    17680 records sent, 3499.6 records/sec (3.34 MB/sec), 12703.0 ms avg latency, 14420.0 max latency.
    18288 records sent, 3530.5 records/sec (3.37 MB/sec), 10118.3 ms avg latency, 11597.0 max latency.
    17328 records sent, 3415.1 records/sec (3.26 MB/sec), 6927.8 ms avg latency, 8714.0 max latency.
    17632 records sent, 3464.7 records/sec (3.30 MB/sec), 3330.6 ms avg latency, 5185.0 max latency.
    12906 records sent, 2580.7 records/sec (2.46 MB/sec), 297.0 ms avg latency, 1450.0 max latency.
    9757 records sent, 1889.8 records/sec (1.80 MB/sec), 7.2 ms avg latency, 211.0 max latency.
    10567 records sent, 2113.0 records/sec (2.02 MB/sec), 81.2 ms avg latency, 518.0 max latency.
    9991 records sent, 1967.5 records/sec (1.88 MB/sec), 49.0 ms avg latency, 413.0 max latency.
    10157 records sent, 1965.7 records/sec (1.87 MB/sec), 19.0 ms avg latency, 210.0 max latency.
    10348 records sent, 1999.6 records/sec (1.91 MB/sec), 14.1 ms avg latency, 211.0 max latency.
    10376 records sent, 2075.2 records/sec (1.98 MB/sec), 35.2 ms avg latency, 422.0 max latency.
    9936 records sent, 1967.9 records/sec (1.88 MB/sec), 6.2 ms avg latency, 209.0 max latency.
    10043 records sent, 2008.6 records/sec (1.92 MB/sec), 17.7 ms avg latency, 308.0 max latency.
    10139 records sent, 2027.4 records/sec (1.93 MB/sec), 23.7 ms avg latency, 296.0 max latency.
    10753 records sent, 2124.3 records/sec (2.03 MB/sec), 36.9 ms avg latency, 397.0 max latency.
    10171 records sent, 2033.4 records/sec (1.94 MB/sec), 7.6 ms avg latency, 182.0 max latency.
    9956 records sent, 1969.5 records/sec (1.88 MB/sec), 22.2 ms avg latency, 397.0 max latency.
    9870 records sent, 1957.6 records/sec (1.87 MB/sec), 2.7 ms avg latency, 190.0 max latency.
    10372 records sent, 2074.4 records/sec (1.98 MB/sec), 3.4 ms avg latency, 187.0 max latency.
    9941 records sent, 1980.7 records/sec (1.89 MB/sec), 1.0 ms avg latency, 87.0 max latency.
    10155 records sent, 2030.6 records/sec (1.94 MB/sec), 0.8 ms avg latency, 76.0 max latency.
    9944 records sent, 1984.8 records/sec (1.89 MB/sec), 1.0 ms avg latency, 71.0 max latency.
    10088 records sent, 2017.6 records/sec (1.92 MB/sec), 1.2 ms avg latency, 86.0 max latency.
    10004 records sent, 2000.4 records/sec (1.91 MB/sec), 0.7 ms avg latency, 47.0 max latency.
    9956 records sent, 1990.0 records/sec (1.90 MB/sec), 0.7 ms avg latency, 77.0 max latency.
    10062 records sent, 2012.4 records/sec (1.92 MB/sec), 0.8 ms avg latency, 35.0 max latency.
    10006 records sent, 2001.2 records/sec (1.91 MB/sec), 1.9 ms avg latency, 107.0 max latency.
    10004 records sent, 2000.4 records/sec (1.91 MB/sec), 0.8 ms avg latency, 54.0 max latency.
    10004 records sent, 2000.4 records/sec (1.91 MB/sec), 0.5 ms avg latency, 48.0 max latency.
    10002 records sent, 2000.4 records/sec (1.91 MB/sec), 1.0 ms avg latency, 83.0 max latency.
    10006 records sent, 2000.8 records/sec (1.91 MB/sec), 0.7 ms avg latency, 70.0 max latency.
    10004 records sent, 2000.8 records/sec (1.91 MB/sec), 0.7 ms avg latency, 87.0 max latency.
    10002 records sent, 2000.4 records/sec (1.91 MB/sec), 0.9 ms avg latency, 67.0 max latency.
    10002 records sent, 2000.0 records/sec (1.91 MB/sec), 0.8 ms avg latency, 58.0 max latency.
    10002 records sent, 2000.4 records/sec (1.91 MB/sec), 0.7 ms avg latency, 90.0 max latency.
    10002 records sent, 2000.0 records/sec (1.91 MB/sec), 0.8 ms avg latency, 71.0 max latency.
    10016 records sent, 2002.8 records/sec (1.91 MB/sec), 1.2 ms avg latency, 89.0 max latency.
    10002 records sent, 2000.0 records/sec (1.91 MB/sec), 0.9 ms avg latency, 72.0 max latency.
    10000 records sent, 2000.0 records/sec (1.91 MB/sec), 0.9 ms avg latency, 85.0 max latency.
    10004 records sent, 2000.8 records/sec (1.91 MB/sec), 0.8 ms avg latency, 85.0 max latency.
    10010 records sent, 2002.0 records/sec (1.91 MB/sec), 1.2 ms avg latency, 84.0 max latency.
    10004 records sent, 1984.5 records/sec (1.89 MB/sec), 0.8 ms avg latency, 70.0 max latency.
    10088 records sent, 2017.6 records/sec (1.92 MB/sec), 0.8 ms avg latency, 65.0 max latency.
    10002 records sent, 1996.8 records/sec (1.90 MB/sec), 0.8 ms avg latency, 72.0 max latency.
    10020 records sent, 2003.6 records/sec (1.91 MB/sec), 0.7 ms avg latency, 81.0 max latency.
    10006 records sent, 2001.2 records/sec (1.91 MB/sec), 0.6 ms avg latency, 66.0 max latency.
    9984 records sent, 1972.0 records/sec (1.88 MB/sec), 0.8 ms avg latency, 82.0 max latency.
    10080 records sent, 2016.0 records/sec (1.92 MB/sec), 0.9 ms avg latency, 89.0 max latency.
    10012 records sent, 1979.0 records/sec (1.89 MB/sec), 2.2 ms avg latency, 91.0 max latency.
    10180 records sent, 2035.6 records/sec (1.94 MB/sec), 11.9 ms avg latency, 310.0 max latency.
    9976 records sent, 1970.4 records/sec (1.88 MB/sec), 12.4 ms avg latency, 209.0 max latency.
    10095 records sent, 1996.6 records/sec (1.90 MB/sec), 2.8 ms avg latency, 108.0 max latency.
    10181 records sent, 2035.8 records/sec (1.94 MB/sec), 0.9 ms avg latency, 76.0 max latency.
    10002 records sent, 2000.4 records/sec (1.91 MB/sec), 0.8 ms avg latency, 87.0 max latency.
    10000 records sent, 2000.0 records/sec (1.91 MB/sec), 0.7 ms avg latency, 65.0 max latency.
    10003 records sent, 2000.2 records/sec (1.91 MB/sec), 1.2 ms avg latency, 84.0 max latency.
    10005 records sent, 2000.6 records/sec (1.91 MB/sec), 0.8 ms avg latency, 79.0 max latency.
    10000 records sent, 2000.0 records/sec (1.91 MB/sec), 0.7 ms avg latency, 59.0 max latency.
    10000 records sent, 2000.0 records/sec (1.91 MB/sec), 0.6 ms avg latency, 66.0 max latency.
    10003 records sent, 1999.8 records/sec (1.91 MB/sec), 0.8 ms avg latency, 88.0 max latency.
    10005 records sent, 2000.6 records/sec (1.91 MB/sec), 0.5 ms avg latency, 66.0 max latency.
    10002 records sent, 2000.0 records/sec (1.91 MB/sec), 0.6 ms avg latency, 66.0 max latency.
    9996 records sent, 1965.0 records/sec (1.87 MB/sec), 0.8 ms avg latency, 90.0 max latency.
    10116 records sent, 2022.4 records/sec (1.93 MB/sec), 1.0 ms avg latency, 91.0 max latency.
    10072 records sent, 2014.0 records/sec (1.92 MB/sec), 5.6 ms avg latency, 211.0 max latency.
    10006 records sent, 2000.8 records/sec (1.91 MB/sec), 0.9 ms avg latency, 81.0 max latency.
    10004 records sent, 2000.0 records/sec (1.91 MB/sec), 0.6 ms avg latency, 85.0 max latency.
    10000 records sent, 2000.0 records/sec (1.91 MB/sec), 2.3 ms avg latency, 124.0 max latency.
    10002 records sent, 2000.0 records/sec (1.91 MB/sec), 0.7 ms avg latency, 84.0 max latency.
    10010 records sent, 2001.6 records/sec (1.91 MB/sec), 1.0 ms avg latency, 108.0 max latency.
    10002 records sent, 2000.0 records/sec (1.91 MB/sec), 0.4 ms avg latency, 6.0 max latency.
    10002 records sent, 2000.4 records/sec (1.91 MB/sec), 0.6 ms avg latency, 84.0 max latency.
    10000 records sent, 2000.0 records/sec (1.91 MB/sec), 0.6 ms avg latency, 65.0 max latency.
    10004 records sent, 1998.8 records/sec (1.91 MB/sec), 1.3 ms avg latency, 98.0 max latency.
    10336 records sent, 2066.8 records/sec (1.97 MB/sec), 3.5 ms avg latency, 163.0 max latency.
    10002 records sent, 1999.6 records/sec (1.91 MB/sec), 0.7 ms avg latency, 59.0 max latency.
    9934 records sent, 1981.3 records/sec (1.89 MB/sec), 0.6 ms avg latency, 61.0 max latency.
    10096 records sent, 2019.2 records/sec (1.93 MB/sec), 0.6 ms avg latency, 66.0 max latency.
    10000 records sent, 2000.0 records/sec (1.91 MB/sec), 0.6 ms avg latency, 91.0 max latency.
    10002 records sent, 2000.4 records/sec (1.91 MB/sec), 0.6 ms avg latency, 65.0 max latency.
    9786 records sent, 1896.9 records/sec (1.81 MB/sec), 2.0 ms avg latency, 266.0 max latency.
    10534 records sent, 2106.4 records/sec (2.01 MB/sec), 8.0 ms avg latency, 266.0 max latency.
    10000 records sent, 2000.0 records/sec (1.91 MB/sec), 0.5 ms avg latency, 36.0 max latency.
    10000 records sent, 2000.0 records/sec (1.91 MB/sec), 1.1 ms avg latency, 103.0 max latency.
    10016 records sent, 2002.8 records/sec (1.91 MB/sec), 1.2 ms avg latency, 92.0 max latency.
    10004 records sent, 2000.4 records/sec (1.91 MB/sec), 0.8 ms avg latency, 68.0 max latency.
    1000000 records sent, 1999.836013 records/sec (1.91 MB/sec), 2061.17 ms avg latency, 22414.00 ms max latency, 1 ms 50th, 14188 ms 95th, 21994 ms 99th, 22277 ms 99.9th.

### 消费100万 ###

**注意要增加参数 --consumer.config config/consumer.config**

bin/kafka-consumer-perf-test.sh --consumer.config config/consumer.config --broker-list localhost:9092 --topic test_perf --fetch-size 1048576 --messages 1000000 --threads 1

输出：

start.time, end.time, data.consumed.in.MB, MB.sec, data.consumed.in.nMsg, nMsg.sec, rebalance.time.ms, fetch.time.ms, fetch.MB.sec, fetch.nMsg.sec
    2018-12-06 09:19:12:936, 2018-12-06 09:20:04:443, 953.6743, 18.5154, 1000000, 19414.8368, 621, 50886, 18.7414, 19651.7706

# 五、结果对比 #

先来看普通版的写入100万结果

1000000 records sent, 1999.548102 records/sec (1.91 MB/sec), 2456.76 ms avg latency, 23889.00 ms max latency, 1 ms 50th, 16296 ms 95th, 23059 ms 99th, 23583 ms 99.9th.

再来看acl版的结果

1000000 records sent, 1999.836013 records/sec (1.91 MB/sec), 2061.17 ms avg latency, 22414.00 ms max latency, 1 ms 50th, 14188 ms 95th, 21994 ms 99th, 22277 ms 99.9th.

可以看出，消息延迟时间，一个平均是2456.76 ms，一个是2061.17 ms。结果相差不大！

posted @ 2018-12-07 16:36 [肖祥][Link 1] 阅读( ...) 评论( ...) [编辑][Link 2] 收藏

[kafka_kafka acl]: https://www.cnblogs.com/xiao987334176/p/10077512.html
[https_www.cnblogs.com_xiao987334176_p_10075659.html]: https://www.cnblogs.com/xiao987334176/p/10075659.html
[ContractedBlock.gif]: https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif
[ExpandedBlockStart.gif]: /images/20220202/b8eb7e3ecfc54561bedc1986b84f9e39.png
[Link 1]: https://www.cnblogs.com/xiao987334176/
[Link 2]: https://i.cnblogs.com/EditPosts.aspx?postid=10077512