July 9, 2019
This blog is part of our Rails 6 series.
Before Rails 6, we have to provide a custom block to perform custom logging and monitoring around retries and discards of the jobs defined using Active Job framework.
class Container::DeleteJob < ActiveJob::Base
retry_on Timeout::Error, wait: 2.seconds, attempts: 3 do |job, error|
message = "Stopped retrying #{job.class} (JID #{job.job_id})
with #{job.arguments.join(', ')} due to
'#{error.class} - #{error.message}'.
This job was retried for #{job.executions} times.".squish
BackgroundJob::ErrorLogger.log(message)
end
discard_on Container::NotFoundError do |job, error|
message = "Discarded #{job.class} (JID #{job.job_id})
with #{job.arguments.join(', ')} due to
'#{error.class} - #{error.message}' error.".squish
BackgroundJob::ErrorLogger.log(message)
end
def perform(container_id)
Container::DeleteService(container_id).process
# Will raise Container::NotFoundError
# if no container is found with 'container_id'.
# Might raise Timeout::Error when the remote API is not responding.
end
end
Notice the custom blocks provided to retry_on
and discard_on
methods to an
individual job in the above example.
Extracting such custom logic to a base class or to a 3rd-party gem is possible but it will be non-standard and will be a bit difficult task.
An alternative approach is to
subscribe
to the hooks instrumented using Active Support Instrumentation API which is a
standard and recommended way. Prior versions of Rails 6 already instruments
some hooks
such as enqueue_at.active_job
, enqueue.active_job
,
perform_start.active_job
, and perform.active_job
. Unfortunately no hook is
instrumented around retries and discards of an Active Job prior to Rails 6.
Rails 6 has introduced hooks to Active Job around retries and discards to which one can easily subscribe using Active Support Instrumentation API to perform custom logging and monitoring or to collect any custom information.
The newly introduced hooks are enqueue_retry.active_job
,
retry_stopped.active_job
and discard.active_job
.
Let's discuss each of these hooks in detail.
Note that whenever we say a job
, it means a job of type ActiveJob
.
enqueue_retry.active_job
The enqueue_retry.active_job
hook is instrumented when a job is
enqueued to retry again
due to occurrence of an exception which is configured using the retry_on
method in the job's definition. This hook is triggered only when above condition
is satisfied and the number of executions of the job is less than the number of
attempts
defined using the retry_on
method. The number of attempts
is by
default set to 5 if not defined explicitly.
This is how we would subscribe to this hook and perform custom logging in our Rails application.
ActiveSupport::Notifications.subscribe "enqueue_retry.active_job" do |*args|
event = ActiveSupport::Notifications::Event.new *args
payload = event.payload
job = payload[:job]
error = payload[:error]
message = "#{job.class} (JID #{job.job_id})
with arguments #{job.arguments.join(', ')}
will be retried again in #{payload[:wait]}s
due to error '#{error.class} - #{error.message}'.
It is executed #{job.executions} times so far.".squish
BackgroundJob::Logger.log(message)
end
Note that the BackgroundJob::Logger
above is our custom logger. If we want, we
can add any other logic instead.
We will change the definition of Container::DeleteJob
job as below.
class Container::DeleteJob < ActiveJob::Base
retry_on Timeout::Error, wait: 2.seconds, attempts: 3
def perform(container_id)
Container::DeleteService(container_id).process
# Will raise Timeout::Error when the remote API is not responding.
end
end
Let's enqueue this job.
Container::DeleteJob.perform_now("container-1234")
Assume that this job keeps throwing Timeout::Error
exception due to a network
issue. The job will be retried twice since it is configured to retry when a
Timeout::Error
exception occurs up to maximum 3 attempts. While retrying this
job, Active Job will instrument enqueue_retry.active_job
hook along with the
necessary job payload.
Since we have already subscribed to this hook, our subscriber would log
something like this with the help of BackgroundJob::Logger.log
.
Container::DeleteJob (JID 770f4f2a-daa7-4c1e-be51-24adc04b4cb2) with arguments container-1234 will be retried again in 2s due to error 'Timeout::Error - Couldn't establish connection to cluster within 10s'. It is executed 1 times so far.
Container::DeleteJob (JID 770f4f2a-daa7-4c1e-be51-24adc04b4cb2) with arguments container-1234 will be retried again in 2s due to error 'Timeout::Error - Couldn't establish connection to cluster within 10s'. It is executed 2 times so far.
retry_stopped.active_job
The retry_stopped.active_job
hook is triggered when a job is retried
up to the available number of attempts
.
Let's see how this hook is triggered.
Along with the subscription for the enqueue_retry.active_job
hook, let's
subscribe to the retry_stopped.active_job
hook, too.
ActiveSupport::Notifications.subscribe "retry_stopped.active_job" do |*args|
event = ActiveSupport::Notifications::Event.new *args
payload = event.payload
job = payload[:job]
error = payload[:error]
message = "Stopped processing #{job.class} (JID #{job.job_id})
further with arguments #{job.arguments.join(', ')}
since it failed due to '#{error.class} - #{error.message}' error
which reoccurred #{job.executions} times.".squish
BackgroundJob::Logger.log(message)
end
Let's keep the Container::DeleteJob
job's definition unchanged and enqueue it
again.
Container::DeleteJob.perform_now("container-1234")
We will assume that the job will keep throwing Timeout::Error
exception due to
a network issue.
In the logs recorded using BackgroundJob::Logger.log
, we should see something
like this.
Container::DeleteJob (JID 770f4f2a-daa7-4c1e-be51-24adc04b4cb2) with arguments container-1234 will be retried again in 2s due to error 'Timeout::Error - Couldn't establish connection to cluster within 10s'. It is executed 1 times so far.
Container::DeleteJob (JID 770f4f2a-daa7-4c1e-be51-24adc04b4cb2) with arguments container-1234 will be retried again in 2s due to error 'Timeout::Error - Couldn't establish connection to cluster within 10s'. It is executed 2 times so far.
Stopped processing Container::DeleteJob (JID 770f4f2a-daa7-4c1e-be51-24adc04b4cb2) further with arguments container-1234 since it failed due to 'Timeout::Error - Couldn't establish connection to cluster within 10s' error which reoccurred 3 times.
Notice the last entry in the logs above and its order.
discard.active_job
The discard.active_job
hook is triggered when a job's further execution is
discarded due to occurrence of an exception which is configured using
discard_on
method.
To see how this hook is triggered, we will subscribe to the discard.active_job
hook.
ActiveSupport::Notifications.subscribe "discard.active_job" do |*args|
event = ActiveSupport::Notifications::Event.new *args
payload = event.payload
job = payload[:job]
error = payload[:error]
message = "Discarded #{job.class} (JID #{job.job_id})
with arguments #{job.arguments.join(', ')}
due to '#{error.class} - #{error.message}' error.".squish
BackgroundJob::Logger.log(message)
end
We will configure our Container::DeleteJob
job to discard when
Container::NotFoundError
exception occurs while executing the job.
class Container::DeleteJob < ActiveJob::Base
discard_on Container::NotFoundError
retry_on Timeout::Error, wait: 2.seconds, attempts: 3
def perform(container_id)
Container::DeleteService(container_id).process
# Will raise Container::NotFoundError
# if no container is found with 'container_id'.
# Will raise Timeout::Error when the remote API is not responding.
end
end
Let's enqueue this job and assume that it would throw Container::NotFoundError
exception.
Container::DeleteJob.perform_now("unknown-container-9876")
We should see following in the logs recorded by BackgroundJob::Logger.log
.
Discarded Container::DeleteJob (JID e9b1cb5c-6d2d-49ae-b1d7-fef44f09ab8d) with arguments unknown-container-9876 due to 'Container::NotFoundError - Container 'unknown-container-9876' was not found' error.
These new hooks are also instrumented for the jobs which are enqueued using
perform_later
method since both perform_now
and perform_later
calls
perform
method under the hood.
Active Job already subscribes to the these hooks and writes them using the Rails' default logger.
If a block is provided to retry_on
or discard_on
methods then an
applicable hook is instrumented first and then the given block is yielded.
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