1.Kafka是什么
Kafka是Apache开源的一款基于zookeeper协调的分布式消息系统,具有高吞吐率、高性能、及时、高可靠等特点,可及时处理流式数据。它最初由LinkedIn公司开发,使用Scala语言编写。 Kafka历经数年的发展,从最初纯粹的消息引擎,到近几年开始在流处理平台生态圈发力,多个组织或公司发布了各种不同特性的产品。常见产品如下: <font color="red">**Apache Kafka** :最“正统”的Kafka`也是开源版,它是背面其他全部发行版的底子。
- - <font color="red">**Apache Kafka** :最“正统”的`Kafka`也是开源版,它是后面其他所有发行版的基础</font>。
- - Cloudera/Hortonworks Kafka :集成了目前主流的大数据框架,能够帮助用户实现从分布式存储、集群调度、流处理到机器学习、实时数据库等全方位的数据处理。
- - Confluent Kafka :主要提供基于`Kafka`的企业级流处理解决方案。
- `Apache Kafka`,它现在依然是开发人数最多、版本迭代速度最快的`Kafka`
复制代码 kafka 架构图
1.1Kafka能干嘛
特点
- - 高吞吐量、低延迟:即使是非常普通的硬件Kafka也可以支持每秒数百万的消息,它的延迟最低只有几毫秒
- - 持久性:支持消息持久化,即使数TB级别的消息也能够保持长时间的稳定性能。
- - 可靠性:支持数据备份防止丢失
- - 容错性:支持通过Kafka服务器和消费机集群来分区消息,允许集群中的节点失败(若分区副本数量为n,则允许n-1个节点失败)
- - 高并发:单机可支持数千个客户端同时读写,支持在线水平扩展。可无缝对接hadoop、strom、spark等,支持Hadoop并行数据加载,
复制代码 Kafka下载
kafka官网https://kafka.apache.org/kafka下载https://kafka.apache.org/downloads 2. kakfa 安装
2.1 kafka 解压
- tar -zxvf kafka_2.12-3.7.0.tgz
- cd kafka_2.12-3.7.0/
复制代码 2.2 配置zookeeper.properties
- #1.创建一个目录
- mkdir zookeeper-data
- #3.修改文件路径为:
- dataDir=/opt/software/kafka/kafka_2.12-3.7.0/zookeeper-data
复制代码 完整配置
- # 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
- #
- # http://www.apache.org/licenses/LICENSE-2.0
- #
- # 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.
- # the directory where the snapshot is stored.
- dataDir=/opt/software/kafka/kafka_2.12-3.7.0/zookeeper-data
- # the port at which the clients will connect
- clientPort=2181
- # disable the per-ip limit on the number of connections since this is a non-production config
- maxClientCnxns=0
- # Disable the adminserver by default to avoid port conflicts.
- # Set the port to something non-conflicting if choosing to enable this
- admin.enableServer=false
- # admin.serverPort=8080
复制代码 2.3 配置 kafak 的 server.properties
配置kafka_2.12-3.7.0/config下的“server.properties”:
修改log.dirs和zookeeper.connect。前者是日记存放文件夹,后者是zookeeper毗连地点(端口和clientPort保持一致)
- 创建一个目录:
- mkdir kafka-logs
- 修改配置:
- listeners=PLAINTEXT://0.0.0.0:9092
- # Listener name, hostname and port the broker will advertise to clients.
- # If not set, it uses the value for "listeners".
- #advertised.listeners=PLAINTEXT://your.host.name:9092
- advertised.listeners=PLAINTEXT://ip:9092
- ip 为外网ip
- #日志目录
- log.dirs=/opt/software/kafka/kafka_2.12-3.7.0/kafka-logs
- #zookeeper连接地址
- zookeeper.connect=ip:2181
- ip 为外网ip
复制代码 2.3.1 全部配置文件
- # 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
- #
- # http://www.apache.org/licenses/LICENSE-2.0
- #
- # 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.
- #
- # This configuration file is intended for use in ZK-based mode, where Apache ZooKeeper is required.
- # See kafka.server.KafkaConfig for additional details and defaults
- #
- ############################# Server Basics #############################
- # The id of the broker. This must be set to a unique integer for each broker.
- broker.id=0
- ############################# Socket Server Settings #############################
- # The address the socket server listens on. If not configured, the host name will be equal to the value of
- # java.net.InetAddress.getCanonicalHostName(), with PLAINTEXT listener name, and port 9092.
- # FORMAT:
- # listeners = listener_name://host_name:port
- # EXAMPLE:
- # listeners = PLAINTEXT://your.host.name:9092
- #listeners=PLAINTEXT://:9092
- listeners=PLAINTEXT://0.0.0.0:9092
- # Listener name, hostname and port the broker will advertise to clients.
- # If not set, it uses the value for "listeners".
- #advertised.listeners=PLAINTEXT://your.host.name:9092
- advertised.listeners=PLAINTEXT://ip:9092
- # Maps listener names to security protocols, the default is for them to be the same. See the config documentation for more details
- #listener.security.protocol.map=PLAINTEXT:PLAINTEXT,SSL:SSL,SASL_PLAINTEXT:SASL_PLAINTEXT,SASL_SSL:SASL_SSL
- # The number of threads that the server uses for receiving requests from the network and sending responses to the network
- num.network.threads=3
- # The number of threads that the server uses for processing requests, which may include disk I/O
- num.io.threads=8
- # The send buffer (SO_SNDBUF) used by the socket server
- socket.send.buffer.bytes=102400
- # The receive buffer (SO_RCVBUF) used by the socket server
- socket.receive.buffer.bytes=102400
- # The maximum size of a request that the socket server will accept (protection against OOM)
- socket.request.max.bytes=104857600
- ############################# Log Basics #############################
- # A comma separated list of directories under which to store log files
- log.dirs=/opt/software/kafka/kafka_2.12-3.7.0/kafka-logs
- # The default number of log partitions per topic. More partitions allow greater
- # parallelism for consumption, but this will also result in more files across
- # the brokers.
- num.partitions=1
- # The number of threads per data directory to be used for log recovery at startup and flushing at shutdown.
- # This value is recommended to be increased for installations with data dirs located in RAID array.
- num.recovery.threads.per.data.dir=1
- ############################# Internal Topic Settings #############################
- # The replication factor for the group metadata internal topics "__consumer_offsets" and "__transaction_state"
- # For anything other than development testing, a value greater than 1 is recommended to ensure availability such as 3.
- offsets.topic.replication.factor=1
- transaction.state.log.replication.factor=1
- transaction.state.log.min.isr=1
- ############################# Log Flush Policy #############################
- # Messages are immediately written to the filesystem but by default we only fsync() to sync
- # the OS cache lazily. The following configurations control the flush of data to disk.
- # There are a few important trade-offs here:
- # 1. Durability: Unflushed data may be lost if you are not using replication.
- # 2. Latency: Very large flush intervals may lead to latency spikes when the flush does occur as there will be a lot of data to flush.
- # 3. Throughput: The flush is generally the most expensive operation, and a small flush interval may lead to excessive seeks.
- # The settings below allow one to configure the flush policy to flush data after a period of time or
- # every N messages (or both). This can be done globally and overridden on a per-topic basis.
- # The number of messages to accept before forcing a flush of data to disk
- #log.flush.interval.messages=10000
- # The maximum amount of time a message can sit in a log before we force a flush
- #log.flush.interval.ms=1000
- ############################# Log Retention Policy #############################
- # The following configurations control the disposal of log segments. The policy can
- # be set to delete segments after a period of time, or after a given size has accumulated.
- # A segment will be deleted whenever *either* of these criteria are met. Deletion always happens
- # from the end of the log.
- # The minimum age of a log file to be eligible for deletion due to age
- log.retention.hours=168
- # A size-based retention policy for logs. Segments are pruned from the log unless the remaining
- # segments drop below log.retention.bytes. Functions independently of log.retention.hours.
- #log.retention.bytes=1073741824
- # The maximum size of a log segment file. When this size is reached a new log segment will be created.
- #log.segment.bytes=1073741824
- # The interval at which log segments are checked to see if they can be deleted according
- # to the retention policies
- log.retention.check.interval.ms=300000
- ############################# Zookeeper #############################
- # Zookeeper connection string (see zookeeper docs for details).
- # This is a comma separated host:port pairs, each corresponding to a zk
- # server. e.g. "127.0.0.1:3000,127.0.0.1:3001,127.0.0.1:3002".
- # You can also append an optional chroot string to the urls to specify the
- # root directory for all kafka znodes.
- zookeeper.connect=ip:2181
- # Timeout in ms for connecting to zookeeper
- zookeeper.connection.timeout.ms=18000
- ############################# Group Coordinator Settings #############################
- # The following configuration specifies the time, in milliseconds, that the GroupCoordinator will delay the initial consumer rebalance.
- # The rebalance will be further delayed by the value of group.initial.rebalance.delay.ms as new members join the group, up to a maximum of max.poll.interval.ms.
- # The default value for this is 3 seconds.
- # We override this to 0 here as it makes for a better out-of-the-box experience for development and testing.
- # However, in production environments the default value of 3 seconds is more suitable as this will help to avoid unnecessary, and potentially expensive, rebalances during application startup.
- group.initial.rebalance.delay.ms=0
复制代码 3. 启动
3.1 zookeeper启动
- # 后台启动zookeeper,指定启动日志
- nohup ./bin/zookeeper-server-start.sh ./config/zookeeper.properties > ./zookeeper-run.log 2>&1 &
复制代码 3.2 后台启动kafka,指定启动日记
- # 后台启动kafka,指定启动日志
- nohup ./bin/kafka-server-start.sh ./config/server.properties > ./kafka-run.log 2>&1 &
复制代码 4.测试使用
4.1 创建主题:
- bin/kafka-topics.sh --create --topic test --bootstrap-server localhost:9092 --replication-factor 1 --partitions 1
复制代码 4.2 生产消息:
- bin/kafka-console-producer.sh --topic test --bootstrap-server localhost:9092
复制代码 4.3 消耗消息
- bin/kafka-console-consumer.sh --topic test --bootstrap-server localhost:9092 --from-beginning
复制代码 5.克礼服务
5.1 kafka 克制
5.2 zookeeper 克制
- bin/zookeeper-server-stop.sh
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