Author: Patrick Hunt (follow me on twitter)
This is a starter kit, a project template if you will, for Apache Avro intended to bootstrap your Avro based project. You’ll learn how to declare a protocol, generate and compile your code, and run a working “Hello World” type example. This project supports building with either Maven or Ant/Ivy, choose one.
From the official site: “Avro is a data serialization system”
Avro provides:
- Rich data structures.
- A compact, fast, binary data format.
- A container file, to store persistent data.
- Remote procedure call (RPC).
- Simple integration with dynamic languages. Code generation is not required to read or write data files nor to use or implement RPC protocols. Code generation as an optional optimization, only worth implementing for statically typed languages.
This project is licensed under the Apache License Version 2.0
The sample application included in this project simulates a remote service, Mail, where Avro RPC is used to send a message using the service. This document details how to build and run the sample using either Ant or Maven. In either case the Avro jar files (and jars they depend upon) will be downloaded automatically.
In this sample project you will find four sets of files:
- This documentation
- Sample Avro protocol declaration
- Java quick start
- Ant/Ivy build files
- Maven build file
- Sample application – i.e. Main program
- Python quick start
- Sample application – i.e. client/server scripts
- Ruby quick start
- Sample application – i.e. client/server scripts
Notice that all examples (java, python, and ruby) share the same Avro protocol declaration. I’ve not demonstrated it here, but the implmentations are interoperable – the java client can talk to the python server and vice-versa. (which I’ll leave as an exercise for the reader)
src/main/avro should contain all of the Avro protocol & schema specifications. mail.avpr declares our simple “Mail” service. You will see:
- the name & namespace of the protocol
- any specialized types used in the messages, Message in this case
- we are declaring a “send” message type which takes a Message as an argument and returns a result string
Read more about Avro’s protocol declaration
- Java
- Python
- Ruby
Each of these implementions is detailed below:
If you decide to use Maven you will need the Avro Maven Plugin to compile the protocol specification. I’ve included the Avro Maven plugin jar file in this repository for simplicity and to get you started quickly. However you can examine the source here: avro-maven-plugin
Run the following if you are using maven:
mvn install:install-file -Dfile=./avro-maven-plugin-1.0-SNAPSHOT.jar -DpomFile=./avro-maven-plugin-1.0-SNAPSHOT.pom
Ant based build has no additional requirements (just ant).
- build.xml – the Ant build file
- ivy.xml – this file specifies the dependencies of the project, primarily the Avro jar file
- pom.xml – this file specifies the dependencies of the project, primarily the Avro jar file
The profile section adds the ibiblio repository, which holds the Avro dependencies.
<profile>
<id>default</id>
<repositories>
<repository>
<id>ibiblio</id>
<name>www.ibiblio.org</name>
<url>http://people.apache.org/repo/m2-ibiblio-rsync-repository</url>
</repository>
</repositories>
</profile>
You’ll also see the plugin section, which contains:
This plugin element causes the Avro Maven Plugin’s compile goal defined in avro-maven-plugin to run during the “generate-sources” maven phase.
<plugin>
<groupId>org.apache.avro</groupId>
<artifactId>avro-maven-plugin</artifactId>
<version>1.0-SNAPSHOT</version>
<executions>
<execution>
<phase>generate-sources</phase>
<goals>
<goal>compile</goal>
</goals>
</execution>
</executions>
</plugin>
The Paranamer plugin is necessary for Avro to access method parameter metadata (i.e. names) during runtime.
<plugin>
<groupId>com.thoughtworks.paranamer</groupId>
<artifactId>paranamer-maven-plugin</artifactId>
<executions>
<execution>
<id>run</id> <!-- id is optional -->
<configuration>
<sourceDirectory>${project.build.directory}/generated-sources/avro</sourceDirectory>
<outputDirectory>${project.build.directory}/classes</outputDirectory>
</configuration>
<goals>
<goal>generate</goal>
</goals>
</execution>
</executions>
</plugin>
This tells Maven to target 1.5 JVM:
<plugin>
<artifactId>maven-compiler-plugin</artifactId>
<configuration>
<source>1.5</source>
<target>1.5</target>
</configuration>
</plugin>
src/main/java/example/Main.java
- the MailImpl class implements the Mail protocol defined in mail.avpr
- the startServer() method starts the server which implements the Mail service (Mail/MailImpl)
- the main function takes three arguments; to, from and body of the message. After the server is started a Mail client is created, attached to the service, and used to send a “Message”, the result of the RPC call is printed to the console.
With either build system, maven or ant, all generated files (source, class, etc…) are written to the “target” directory.
Maven:
mvn compile
Ant/Ivy:
ant compile
Note: integration with eclipse is very simple. If you are using Ant, create a project and add the Main.java and jars contained in the target/lib directory (created/downloaded by ivy as part of compiling the project using build.xml). If using Maven just type “mvn eclipse:eclipse” (see the maven-eclipse-plugin documentation for more details).
Maven:
mvn -e exec:java -Dexec.mainClass=example.Main -Dexec.args='avro_user pat Hello_World'
Ant/Ivy:
ant exec:java
The toplevel “lib/python” directory contains the Avro python egg. This became available as of the 1.3.0 release.
Additionally Avro requires simplejson be available. Easiest way to do that is through python’s “easy_install”:
sudo easy_install simplejson
Run this first to start the python avro Mail server.
- the MailResponder class implements the Mail protocol defined in mail.avpr
- main starts the server which implements the Mail service (Mail/MailResponder)
You’ll see that the structure of the python code is similar to the java/ruby source.
src/main/python/send_message.py
- the main function takes three arguments; to, from and body of the message. After the server is started a Mail client is created, attached to the service, and used to send a “Message”, the result of the RPC call is printed to the console.
From the src/main/python directory run:
PYTHONPATH=../../../lib/python/avro-1.3.1-py2.6.egg ./start_server.py
then in a separate shell run:
PYTHONPATH=../../../lib/python/avro-1.3.1-py2.6.egg ./send_message.py avro_user pat Hello_World
The toplevel “lib/ruby” directory contains the Avro ruby library. As of 1.3.1 a gem is available, however I am not clear the easiest way to integrate into this quickstart (ping me if you know).
Additionally Avro requires yajl be available. Easiest way to do that is through ruby’s “gem”:
sudo gem install yajl-ruby
Run this first to start the ruby avro Mail server.
- the MailResponder class implements the Mail protocol defined in mail.avpr
- main starts the server which implements the Mail service (Mail/MailResponder)
You’ll see that the structure of the ruby code is similar to the java/python source.
src/main/ruby/sample_ipc_client.rb
- the main function takes three arguments; to, from and body of the message. After the server is started a Mail client is created, attached to the service, and used to send a “Message”, the result of the RPC call is printed to the console.
From the src/main/ruby directory run:
RUBYLIB=../../../lib/ruby ruby -r 'rubygems' ./sample_ipc_server.rb
then in a separate shell run:
RUBYLIB=../../../lib/ruby ruby -r 'rubygems' ./sample_ipc_client.rb avro_user pat Hello_World