Kafka ---- kafka API (java version), kafka ---- kafkaapi
Apache Kafka contains new Java clients that will replace existing Scala clients, but they will remain for a while for compatibility. You can call these clients through some separate jar packages. These packages have little dependencies, and the old Scala client w
Hu Xi, "Apache Kafka actual Combat" author, Beihang University Master of Computer Science, is currently a mutual gold company computing platform director, has worked in IBM, Sogou, Weibo and other companies. Domestic active Kafka code contributor.ObjectiveAlthough Apache Kafka is now fully evolved into a streaming processing platform, most users still use their c
www.iteblog.com:2181Salesdbtransactions
3, set Hive
We create a table in hive to receive transaction information from the sales team database. In this example we will reconstruct a table named Customers:[Iteblog@sandbox ~]$ beeline-u jdbc:hive2://-n hive-p Hive0:jdbc:hive2://> use Raj;CREATE TABLE Customers (ID string, name string, email string, street_address string, company string)Partitioned by (Time string)Clustered by (ID) into 5 buckets stored as OrcLocation '/user/iteblog/salescust 'Tb
Flume ng Overview:Flume Ng is a distributed, highly available, reliable system that collects, moves, and stores disparate amounts of data into a single data storage system. Lightweight, simple to configure, suitable for a variety of log collections, and supports failover and load balancing. Where the agent contains Source,channel and Sink, three have formed an agent. The duties of the three are as follows:
Source: Used to consume (collect) th
flume– primary knowledge of Flume, source and sinkDirectoryBasic conceptsCommon source sourcesCommon sinkBasic conceptsWhat's the name flume?Distributed, reliable, large number of log collection, aggregation, and mobility tools.? eventsevent, which is the byte data of a row of data, is the basic unit of Flume sending f
Recently, in the Test Flume combines Kafka with spark streaming experiments. Today, the simple combination of flume and spark to make a record here, to avoid users detours. There are not thoughtful places also want to pass by the great God a lot of advice.The experiment is relatively simple, divided into two parts: first, Use avro-client send data two, Use Netcat
/click_log5. Create the target file and produce the data by scriptFor ((i=0;iDo echo "message-" + $i >>/export/data/flume_sources/click_log/1.log; DoneNote: The script name called click_log_out.sh needs to be empowered with the root user. chmod +x click_log_out.sh6. Start All ProcessesEach node launches the Zookeeper clusterFirst step: Start the Kafka cluster (mini1,mini2,mini3-----kafka1,kafka2,kafka3) nohup Kaf
-2.11.7 and confluent-schema-registry other components inside.
Start quickly as soon as the installation is complete.Three, Kafka command lineAfter the Kafka tool is installed, there will be a lot of tools to test Kafka, here are a few examples3.1 Kafka-topicsCreate, change, show all and describe topics, examples:
I. Introduction of FlumeFlume is a distributed, reliable, and highly available mass-log aggregation system that enables the customization of various data senders in the system for data collection, while Flume provides the ability to simply process the data and write to various data-receiving parties (customizable).Design goal:(1) ReliabilityWhen a node fails, the log can be transmitted to other nodes without loss.
.** "] Commands: [{grok {dictionarystring: Expressions: { Original: } extract:
true
numrequiredmatches:atleastonce # defaul T is atleastonce findsubstrings: false add Emptystrings: false }} {loginfo {format: "output record: {}" , args: [ "@{}" "}}]}] As mentioned above, our main purpose is to use Grok to parse the log, and Logstash has provided a lot of grok patterns for you out of the box, but for the custom log format type, you usually need to parse it yourself. He
Tag: Connect a storage span through the self-starter installation package StrongOverview
Flume is a distributed, reliable, and highly available system for collecting, aggregating, and transmitting large volumes of logs.
Flume can collect files,socket packets and other forms of source data, but also can export the collected data to HDFS,hbase , Many external storage systems such as Hive,
Channel implementations
sink type
Description
Kafka Sink
Write data to Kafka topic
Hive Sink
Write data to a hive database or partition
HDFS Sink
Data written to HDFs
Logger Sink
Data is written to the log file
Avro Sink
The data is converted to Avro Event and then sent to
Recently learned the use of the next flume, in line with the company will be independent of the development of the log system, the official website user manual: Http://flume.apache.org/FlumeUserGuide.htmlFlume schema A. ComponentFirst move, the structure of the Internet.As you can see from the diagram, the Flume event is defined as a data stream, a data stream consisting of an agent, which is actually a JVM
them away. To improve performance, we moved this step into the channel, so we developed the Nullchannel.2.6 Increase KafkasinkTo support the provision of real-time data streams to storm, we have added Kafkasink to write real-time data streams to Kafka. Its basic logic is as follows:public class Kafkasink extends Abstractsink implements configurable {private String zkconnect; Private Integer zktimeout; Private Integer batchsize; P
FileChannel
event = Filetransaction.take ();
if (event = = null) {
Takefrommemchannel.set (TRUE);
Puttomemchannel.set (TRUE);
}
}
return event;
Copy the Code
2.5 Added Nullchannel Flume provides nullsink, which can discard unwanted logs directly through Nullsink, without storing them. However, source needs to store events in the channel first, and nullsink the events out and throws them away. To improve performance, we moved this step into the
," + "increasing capacity, or increasing thread count") ; }
Take before also pre-judgment, if the takelist is full, indicating take operation is too slow, there is an event accumulation phenomenon, you should adjust the transaction capacitywhat happens when a transaction commits, and what does the transaction commit?? Commit is a transaction commitTwo cases:1, put the event submissionwhile (!putlist.isempty ()) { if (!queue.offer (Putlist.removefirst ())) {
From Bin/flume this shell script can see Flume starting from the Org.apache.flume.node.Application class, which is where the main function of Flume is.
The main method first resolves the shell command, throwing an exception if the specified configuration file does not exist.
According to the command contains "no-reload-conf" parameters, decide which way to load t
I am testing HDFs sink, found that the sink side of the file scrolling configuration items do not play any role, configured as follows:a1.sinks.k1.type=hdfsa1.sinks.k1.channel=c1a1.sinks.k1.hdfs.uselocaltimestamp=truea1.sinks.k1.hdfs.path=hdfs:/ /192.168.11.177:9000/flume/events/%y/%m/%d/%h/%ma1.sinks.k1.hdfs.fileprefix=xxxa1.sinks.k1.hdfs.rollinterval= 60a1.sinks.k1.hdfs.rollsize=0a1.sinks.k1.hdfs.rollcount=0a1.sinks.k1.hdfs.idletimeout=0The configur
than most messaging systems, making Kafka a good solution for large-scale messaging applications. The messaging system generally has relatively low throughput, but requires a smaller end-to-end delay and a taste of the robust durability protection that is dependent on Kafka. In this field, Kafka is comparable to traditional messaging systems such as ACTIVEMR or
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