The hello-samza project is an example project designed to help you run your first Samza job.
Get the Code
Check out the hello-samza project:
This project contains everything you’ll need to run your first Samza jobs.
Start a Grid
This command will download, install, and start ZooKeeper, Kafka, and YARN. It will also check out the latest version of Samza and build it. All package files will be put in a sub-directory called “deploy” inside hello-samza’s root folder.
If you get a complaint that JAVA_HOME is not set, then you’ll need to set it to the path where Java is installed on your system.
Once the grid command completes, you can verify that YARN is up and running by going to http://localhost:8088. This is the YARN UI.
Build a Samza Job Package
Before you can run a Samza job, you need to build a package for it. This package is what YARN uses to deploy your jobs on the grid.
(Optional) NOTE: if you want the hello-samza jobs to run with a local Samza build (e.g., if you are a Samza developer), make sure that you run the following steps, otherwise skip them.
Then, you can continue w/ the following command in hello-samza project:
Run a Samza Job
After you’ve built your Samza package, you can start a job on the grid using the run-app.sh script.
The job will consume a feed of real-time edits from Wikipedia, and produce them to a Kafka topic called “wikipedia-raw”. Give the job a minute to startup, and then tail the Kafka topic:
Pretty neat, right? Now, check out the YARN UI again (http://localhost:8088). This time around, you’ll see your Samza job is running!
If you can not see any output from Kafka consumer, you may have connection problem. Check here.
Generate Wikipedia Statistics
Let’s calculate some statistics based on the messages in the wikipedia-raw topic. Start two more jobs:
The first job (wikipedia-parser) parses the messages in wikipedia-raw, and extracts information about the size of the edit, who made the change, etc. You can take a look at its output with:
The last job (wikipedia-stats) reads messages from the wikipedia-edits topic, and calculates counts, every ten seconds, for all edits that were made during that window. It outputs these counts to the wikipedia-stats topic.
The messages in the stats topic look like this:
If you check the YARN UI, again, you’ll see that all three jobs are now listed.
To shutdown one of the jobs, use the same script with an extra ‘–operation=kill’ argument
After you’re done, you can clean everything up using the same grid script.