rocketjob

Ruby's missing background and batch processing system

reidmorrison

288

Ruby

Rocket Job

Ruby’s missing batch system

Checkout https://rocketjob.io/

Documentation

Support

Ask questions in Rocket Job Discussions
Report bugs

Rocket Job v6

Support for Ruby v3 and Rails 6.
Major enhancements in Batch job support:
- Direct built-in Tabular support for all input and output categories.
- Multiple output file support, each with its own settings for:
  - Compression
    - GZip, Zip, BZip2 (Chunked for much faster loading into Apache Spark).
  - Encryption
    - PGP, Symmetric Encryption.
  - File format
    - CSV, PSV, JSON, Fixed Format, xlsx.
Significant error handling improvements, especially around throttle failures
that used to result in “hanging” jobs.
Support AWS DocumentDB in addition to MongoDB as the data store.
Removed use of Symbols to meet Symbol deprecation in MongoDB and Mongoid.

Upgrading to Rocket Job v6

The following plugins have been deprecated and are no longer loaded by default.

RocketJob::Batch::Tabular::Input
RocketJob::Batch::Tabular::Output

If your code relies on these plugins and you still want to upgrade to Rocket Job v6,
add the following require statement to any jobs that still use them:

require "rocket_job/batch/tabular"

It is important to migrate away from these plugins, since they will be removed in a future release.

Scheduled Jobs

For any scheduled jobs that include the RocketJob::Plugins::Cron plugin, the default behavior has changed
so that the scheduled job instance is created immediately after the currently scheduled instance starts.

To maintain the old behavior of creating the job when it fails, aborts, or completes, add the following line
to each of the applicable jobs:

self.cron_after_start = false

Additionally, scheduled jobs will now prevent a new one from being created when another scheduled instance
of the same job is already queued, or running with the same cron_schedule.

To maintain the old behavior of allowing multiple instances with the same cron schedule, add the following
line to each of the applicable jobs:

self.cron_singleton = false

Singleton

Since Scheduled jobs now implement their own singleton logic, remove the singleton plugin from any scheduled jobs.

Upgrading Batch Jobs to Rocket Job v6

Rocket Job v6 replaces the array of symbol type for input_categories and output_categories
with an array of RocketJob::Category::Input and RocketJob::Category::Output.

Jobs that added or modified the input or output categories need to be upgraded. For example:

class MyJob < RocketJob::Job
  include RocketJob::Batch
  
  self.output_categories = [:main, :errors, :ignored]
end

Needs to be changed to:

class MyJob < RocketJob::Job
  include RocketJob::Batch
  
  output_category name: :main
  output_category name: :errors
  output_category name: :ignored
end

slice_size, encrypt, compress

These fields have been removed from the job itself:

class MyJob < RocketJob::Job
  include RocketJob::Batch

  self.slice_size = 1_000
  self.encrypt    = true
  self.compress   = true
end

They are now specified on the input_category as follows:

slice_size just moves under input_category.
encrypt becomes an option to serializer.
compress is now the default for all batch jobs so is not needed.

If the serializer is set to encrypt then it is automatically compressed.

class MyJob < RocketJob::Job
  include RocketJob::Batch

  input_category slice_size: 1_000, serializer: :encrypt
end

collect_output, collect_nil_output

The following fields have been moved from the job itself:

class MyJob < RocketJob::Job
  include RocketJob::Batch
  
  self.collect_output     = true
  self.collect_nil_output = true
end

Into the corresponding output_category:

collect_output no longer has any meaning. Output is collected anytime an output_category is defined.
collect_nil_output is now the option nils on the output_category. It defaults to falseso that by default anyniloutput from theperform` method is not collected.

class MyJob < RocketJob::Job
  include RocketJob::Batch

  output_category nils: true
end

name

For both input_category and output_category, when the name argument is not supplied
it defaults to :main.

For Example:

class MyJob < RocketJob::Job
  include RocketJob::Batch

  input_category name: :main, serializer: :encrypt
  output_category name: :main
end

Is the same as:

class MyJob < RocketJob::Job
  include RocketJob::Batch

  input_category serializer: :encrypt
  output_category
end

Existing and inflight jobs

When migrating to Rocket Job 6, it is recommended to load every job and then save it back again as part of the
deployment. When the job loads it will automatically convert itself from the old schema to the new v6 schema.

In flight jobs should not be affected, other than it is important to shutdown all running batch
servers before running any new instances.

Rocket Job v4

Rocket Job Pro is now fully open source and included in Rocket Job under the Apache License.

The RocketJob::Batch plugin now adds batch processing capabilities to break up a single task into many
concurrent workers processing slices of the entire job at the same time.

Example:

class MyJob < RocketJob::Job
  include RocketJob::Batch
  
  self.description         = "Reverse names"
  self.destroy_on_complete = false
  
  # Collect the output for this job in the default output category: `:main`
  output_category

  # Method to call by all available workers at the same time.
  # Reverse the characters for each line: 
  def perform(line)
    line.reverse
  end
end

Upload a file for processing, for example names.csv which could contain:

jack
jane
bill
john
blake
chris
dave
marc

To queue the above job for processing:

job = MyJob.new
job.upload('names.csv')
job.save!

Once the job has completed, download the results into a file:

job.download('names_reversed.csv')

Contributing to the documentation

To contribute to the documentation it is as easy as forking the repository
and then editing the markdown pages directly via the github web interface.

For more complex documentation changes checkout the source code locally.

Local checkout

Fork the repository in github.
Checkout your fork of the source code locally.
Install Jekyll

    cd docs
    bundle update

Run Jekyll web server:

    jekyll serve

Open a web browser to view the local documentation:
http://127.0.0.1:4000
Edit the files in the /docs folder.
Refresh the page to see the changes.

Once the changes are complete, submit a github pull request.

Upgrading to V3

V3 replaces MongoMapper with Mongoid which supports the latest MongoDB Ruby client driver.

Upgrading Mongo Config file

Replace mongo.yml with mongoid.yml.

Start with the sample mongoid.yml.

For more information on the new Mongoid config file.

Note: The rocketjob and rocketjob_slices clients in the above mongoid.yml file are required.

Other changes

Arguments are no longer supported, use fields for defining all named arguments for a job.
Replace usages of rocket_job do to set default values:

  rocket_job do |job|
    job.priority = 25
  end

With:

  self.priority = 25

Replace key with field when adding attributes to a job:

  key :inquiry_defaults, Hash