GitHub - seated/oban: 💎 Robust job processing in Elixir, backed by modern PostgreSQL

Robust job processing in Elixir, backed by modern PostgreSQL. Reliable,
observable and loaded with enterprise grade features.

Features

Oban's primary goals are reliability, consistency and observability.

It is fundamentally different from other background job processing tools because it retains job data for historic metrics and inspection. You can leave your application running indefinitely without worrying about jobs being lost or orphaned due to crashes.

Advantages Over Other Tools

Fewer Dependencies — If you are running a web app there is a very good chance that you're running on top of a RDBMS. Running your job queue within PostgreSQL minimizes system dependencies and simplifies data backups.
Transactional Control — Enqueue a job along with other database changes, ensuring that everything is committed or rolled back atomically.
Database Backups — Jobs are stored inside of your primary database, which means they are backed up together with the data that they relate to.

Advanced Features

Isolated Queues — Jobs are stored in a single table but are executed in distinct queues. Each queue runs in isolation, ensuring that a job in a single slow queue can't back up other faster queues.
Queue Control — Queues can be started, stopped, paused, resumed and scaled independently at runtime locally or across all running nodes (even in environments like Heroku, without distributed Erlang).
Resilient Queues — Failing queries won't crash the entire supervision tree, instead a backoff mechanism will safely retry them again in the future.
Job Canceling — Jobs can be canceled in the middle of execution regardless of which node they are running on. This stops the job at once and flags it as cancelled.
Triggered Execution — Database triggers ensure that jobs are dispatched as soon as they are inserted into the database.
Unique Jobs — Duplicate work can be avoided through unique job controls. Uniqueness can be enforced at the argument, queue, worker and even sub-argument level for any period of time.
Scheduled Jobs — Jobs can be scheduled at any time in the future, down to the second.
Periodic (CRON) Jobs — Automatically enqueue jobs on a cron-like schedule. Duplicate jobs are never enqueued, no matter how many nodes you're running.
Job Priority — Prioritize jobs within a queue to run ahead of others.
Historic Metrics — After a job is processed the row isn't deleted. Instead, the job is retained in the database to provide metrics. This allows users to inspect historic jobs and to see aggregate data at the job, queue or argument level.
Node Metrics — Every queue records metrics to the database during runtime. These are used to monitor queue health across nodes and may be used for analytics.
Graceful Shutdown — Queue shutdown is delayed so that slow jobs can finish executing before shutdown. When shutdown starts queues are paused and stop executing new jobs. Any jobs left running after the shutdown grace period may be rescued later.
Telemetry Integration — Job life-cycle events are emitted via Telemetry integration. This enables simple logging, error reporting and health checkups without plug-ins.

Oban Web+Pro

A web dashboard for managing Oban, along with an official set of extensions, plugins, and workers are available as licensed packages:

Learn more about prices and licensing Oban Web+Pro at getoban.pro.

Usage

Oban is a robust job processing library which uses PostgreSQL for storage and coordination.

Installation

See the installation guide for details on installing and configuring Oban in your application.

Requirements

Oban requires Elixir 1.11+, Erlang 21+, and PostgreSQL 10.0+.

Defining Workers

Worker modules do the work of processing a job. At a minimum they must define a perform/1 function, which is called with an %Oban.Job{} struct.

Note that the args field of the job struct will always have string keys, regardless of the key type when the job was enqueued. The args are stored as jsonb in PostgreSQL and the serialization process automatically stringifies all keys.

Define a worker to process jobs in the events queue:

defmodule MyApp.Business do
  use Oban.Worker, queue: :events

  @impl Oban.Worker
  def perform(%Oban.Job{args: %{"id" => id} = args}) do
    model = MyApp.Repo.get(MyApp.Business.Man, id)

    case args do
      %{"in_the" => "business"} ->
        IO.inspect(model)

      %{"vote_for" => vote} ->
        IO.inspect([vote, model])

      _ ->
        IO.inspect(model)
    end

    :ok
  end
end

The use macro also accepts options to customize max attempts, priority, tags, and uniqueness:

defmodule MyApp.LazyBusiness do
  use Oban.Worker,
    queue: :events,
    priority: 3,
    max_attempts: 3,
    tags: ["business"],
    unique: [period: 30]

  @impl Oban.Worker
  def perform(_job) do
    # do business slowly

    :ok
  end
end

Successful jobs should return :ok or an {:ok, value} tuple. The value returned from perform/1 is used to control whether the job is treated as a success, a failure, cancelled or deferred for retrying later.

See the Oban.Worker docs for more details on failure conditions and Oban.Telemetry for details on job reporting.

Enqueueing Jobs

Jobs are simply Ecto structs and are enqueued by inserting them into the database. For convenience and consistency all workers provide a new/2 function that converts an args map into a job changeset suitable for insertion:

%{id: 1, in_the: "business", of_doing: "business"}
|> MyApp.Business.new()
|> Oban.insert()

The worker's defaults may be overridden by passing options:

%{id: 1, vote_for: "none of the above"}
|> MyApp.Business.new(queue: :special, max_attempts: 5)
|> Oban.insert()

Jobs may be scheduled at a specific datetime in the future:

%{id: 1}
|> MyApp.Business.new(scheduled_at: ~U[2020-12-25 19:00:56.0Z])
|> Oban.insert()

Jobs may also be scheduled down to the second any time in the future:

%{id: 1}
|> MyApp.Business.new(schedule_in: 5)
|> Oban.insert()

Unique jobs can be configured in the worker, or when the job is built:

%{email: "brewster@example.com"}
|> MyApp.Mailer.new(unique: [period: 300, fields: [:queue, :worker])
|> Oban.insert()

Job priority can be specified using an integer from 0 to 3, with 0 being the default and highest priority:

%{id: 1}
|> MyApp.Backfiller.new(priority: 2)
|> Oban.insert()

Any number of tags can be added to a job dynamically, at the time it is inserted:

id = 1

%{id: id}
|> MyApp.OnboardMailer.new(tags: ["mailer", "record-#{id}"])
|> Oban.insert()

Multiple jobs can be inserted in a single transaction:

Ecto.Multi.new()
|> Oban.insert(:b_job, MyApp.Business.new(%{id: 1}))
|> Oban.insert(:m_job, MyApp.Mailer.new(%{email: "brewser@example.com"}))
|> Repo.transaction()

Occasionally you may need to insert a job for a worker that exists in another application. In that case you can use Oban.Job.new/2 to build the changeset manually:

%{id: 1, user_id: 2}
|> Oban.Job.new(queue: :default, worker: OtherApp.Worker)
|> Oban.insert()

Oban.insert/2,4 is the preferred way of inserting jobs as it provides some of Oban's advanced features (i.e., unique jobs). However, you can use your application's Repo.insert/2 function if necessary.

See Oban.Job.new/2 for a full list of job options.

Configuring Queues

Queues are specified as a keyword list where the key is the name of the queue and the value is the maximum number of concurrent jobs. The following configuration would start four queues with concurrency ranging from 5 to 50:

queues: [default: 10, mailers: 20, events: 50, media: 5]

You may also use an expanded form to configure queues with individual overrides:

queues: [
  default: 10,
  events: [limit: 50, paused: true]
]

The events queue will now start in a paused state, which means it won't process anything until Oban.resume_queue/2 is called to start it.

There isn't a limit to the number of queues or how many jobs may execute concurrently in each queue. Some additional guidelines:

Caveats & Guidelines

Each queue will run as many jobs as possible concurrently, up to the configured limit. Make sure your system has enough resources (i.e. database connections) to handle the concurrent load.
Queue limits are local (per-node), not global (per-cluster). For example, running a queue with a local limit of one on three separate nodes is effectively a global limit of three. If you require a global limit you must restrict the number of nodes running a particular queue.
Only jobs in the configured queues will execute. Jobs in any other queue will stay in the database untouched.
Be careful how many concurrent jobs make expensive system calls (i.e. FFMpeg, ImageMagick). The BEAM ensures that the system stays responsive under load, but those guarantees don't apply when using ports or shelling out commands.

Pruning Historic Jobs

Job stats and queue introspection are built on keeping job rows in the database after they have completed. This allows administrators to review completed jobs and build informative aggregates, at the expense of storage and an unbounded table size. To prevent the oban_jobs table from growing indefinitely, Oban provides active pruning of completed, cancelled and discarded jobs.

By default, the Pruner plugin retains jobs for 60 seconds. You can configure a longer retention period by providing a max_age in seconds to the Pruner plugin.

# Set the max_age for 5 minutes
config :my_app, Oban,
  plugins: [{Oban.Plugins.Pruner, max_age: 300}]
  ...

Caveats & Guidelines

Pruning is best-effort and performed out-of-band. This means that all limits are soft; jobs beyond a specified age may not be pruned immediately after jobs complete.
Pruning is only applied to jobs that are completed, cancelled or discarded. It'll never delete a new job, a scheduled job or a job that failed and will be retried.

Unique Jobs

The unique jobs feature lets you specify constraints to prevent enqueueing duplicate jobs. Uniqueness is based on a combination of args, queue, worker, state and insertion time. It is configured at the worker or job level using the following options:

:period — The number of seconds until a job is no longer considered duplicate. You should always specify a period, otherwise Oban will default to 60 seconds. :infinity can be used to indicate the job be considered a duplicate as long as jobs are retained.
:fields — The fields to compare when evaluating uniqueness. The available fields are :args, :queue and :worker, by default all three are used.
:keys — A specific subset of the :args to consider when comparing against historic jobs. This allows a job with multiple key/value pairs in the args to be compared using only a subset of them.
:states — The job states that are checked for duplicates. The available states are :available, :scheduled, :executing, :retryable, :completed, :cancelled and :discarded. By default all states except for :discarded and :cancelled are checked, which prevents duplicates even if the previous job has been completed.

For example, configure a worker to be unique across all fields and states for 60 seconds:

use Oban.Worker, unique: [period: 60]

Configure the worker to be unique only by :worker and :queue:

use Oban.Worker, unique: [fields: [:queue, :worker], period: 60]

Or, configure a worker to be unique until it has executed:

use Oban.Worker, unique: [period: 300, states: [:available, :scheduled, :executing]]

Only consider the :url key rather than the entire args:

use Oban.Worker, unique: [fields: [:args, :worker], keys: [:url]]

You can use Oban.Job.states/0 to specify uniqueness across all states, including :discarded:

use Oban.Worker, unique: [period: 300, states: Oban.Job.states()]

Detecting Unique Conflicts

When unique settings match an existing job, the return value of Oban.insert/2 is still {:ok, job}. However, you can detect a unique conflict by checking the jobs' :conflict? field. If there was an existing job, the field is true; otherwise it is false.

You can use the :conflict? field to customize responses after insert:

with {:ok, %Job{conflict?: true}} <- Oban.insert(changeset) do
  {:error, :job_already_exists}
end

Note that conflicts are only detected for jobs enqueued through Oban.insert/2,3. Jobs enqueued through Oban.insert_all/2 do not use per-job unique configuration.

Replacing Values

In addition to detecting unique conflicts, passing options to replace can update any job field when there is a conflict. Any of the following fields can be replaced per state: args, max_attempts, meta, priority, queue, scheduled_at, tags, worker.

For example, to change the priority and increase max_attempts when there is a conflict with a job in a scheduled state:

BusinessWorker.new(
  args,
  max_attempts: 5,
  priority: 0,
  replace: [scheduled: [:max_attempts, :priority]]
)

Another example is bumping the scheduled time on conflict. Either scheduled_at or schedule_in values will work, but the replace option is always scheduled_at.

UrgentWorker.new(args, schedule_in: 1, replace: [scheduled: [:scheduled_at]])

NOTE: If you use this feature to replace a field (e.g. args) in the executing state by doing something like: UniqueWorker.new(new_args, replace: [executing: [:args]]) Oban will update the args, but the job will continue executing with the original value.

Strong Guarantees

Unique jobs are guaranteed through transactional locks and database queries: they do not rely on unique constraints in the database. This makes uniqueness entirely configurable by application code, without the need for database migrations.

Periodic Jobs

Oban's Cron plugin registers workers a cron-like schedule and enqueues jobs automatically. Periodic jobs are declared as a list of {cron, worker} or {cron, worker, options} tuples:

config :my_app, Oban,
  repo: MyApp.Repo,
  plugins: [
    {Oban.Plugins.Cron,
     crontab: [
       {"* * * * *", MyApp.MinuteWorker},
       {"0 * * * *", MyApp.HourlyWorker, args: %{custom: "arg"}},
       {"0 0 * * *", MyApp.DailyWorker, max_attempts: 1},
       {"0 12 * * MON", MyApp.MondayWorker, queue: :scheduled, tags: ["mondays"]},
       {"@daily", MyApp.AnotherDailyWorker}
     ]}
  ]

The crontab would insert jobs as follows:

MyApp.MinuteWorker — Inserted once every minute
MyApp.HourlyWorker — Inserted at the first minute of every hour with custom args
MyApp.DailyWorker — Inserted at midnight every day with no retries
MyApp.MondayWorker — Inserted at noon every Monday in the "scheduled" queue
MyApp.AnotherDailyWorker — Inserted at midnight every day with no retries

The crontab format respects all standard rules and has one minute resolution. Jobs are considered unique for most of each minute, which prevents duplicate jobs with multiple nodes and across node restarts.

Like other jobs, recurring jobs will use the :queue specified by the worker module (or :default if one is not specified).

Cron Expressions

Standard Cron expressions are composed of rules specifying the minutes, hours, days, months and weekdays. Rules for each field are comprised of literal values, wildcards, step values or ranges:

* — Wildcard, matches any value (0, 1, 2, ...)
0 — Literal, matches only itself (only 0)
*/15 — Step, matches any value that is a multiple (0, 15, 30, 45)
0-5 — Range, matches any value within the range (0, 1, 2, 3, 4, 5)
0-9/2 - Step values can be used in conjunction with ranges (0, 2, 4, 6, 8)

Each part may have multiple rules, where rules are separated by a comma. The allowed values for each field are as follows:

minute — 0-59
hour — 0-23
days — 1-31
month — 1-12 (or aliases, JAN, FEB, MAR, etc.)
weekdays — 0-6 (or aliases, SUN, MON, TUE, etc.)

The following Cron extensions are supported:

@hourly — 0 * * * *
@daily (as well as @midnight) — 0 0 * * *
@weekly — 0 0 * * 0
@monthly — 0 0 1 * *
@yearly (as well as @annually) — 0 0 1 1 *
@reboot — Run once at boot across the entire cluster

Some specific examples that demonstrate the full range of expressions:

0 * * * * — The first minute of every hour
*/15 9-17 * * * — Every fifteen minutes during standard business hours
0 0 * DEC * — Once a day at midnight during December
0 7-9,4-6 13 * FRI — Once an hour during both rush hours on Friday the 13th

For more in depth information see the man documentation for cron and crontab in your system. Alternatively you can experiment with various expressions online at Crontab Guru.

Caveats & Guidelines

All schedules are evaluated as UTC unless a different timezone is provided. See Oban.Plugins.Cron for information about configuring a timezone.
Workers can be used for regular and scheduled jobs so long as they accept different arguments.
Duplicate jobs are prevented through transactional locks and unique constraints. Workers that are used for regular and scheduled jobs must not specify unique options less than 60s.

Long running jobs may execute simultaneously if the scheduling interval is shorter than it takes to execute the job. You can prevent overlap by passing custom unique opts in the crontab config:

custom_args = %{scheduled: true}

unique_opts = [
  period: 60 * 60 * 24,
  states: [:available, :scheduled, :executing]
]

config :my_app, Oban,
  repo: MyApp.Repo,
  plugins: [
    {Oban.Plugins.Cron,
     crontab: [
       {"* * * * *", MyApp.SlowWorker, args: custom_args, unique: unique_opts}
     ]}
  ]

Prioritizing Jobs

Normally, all available jobs within a queue are executed in the order they were scheduled. You can override the normal behavior and prioritize or de-prioritize a job by assigning a numerical priority.

Priorities from 0-3 are allowed, where 0 is the highest priority and 3 is the lowest.
The default priority is 0, unless specified all jobs have an equally high priority.
All jobs with a higher priority will execute before any jobs with a lower priority. Within a particular priority jobs are executed in their scheduled order.

Umbrella Apps

If you need to run Oban from an umbrella application where more than one of the child apps need to interact with Oban, you may need to set the :name for each child application that configures Oban.

For example, your umbrella contains two apps: MyAppA and MyAppB. MyAppA is responsible for inserting jobs, while only MyAppB actually runs any queues.

Configure Oban with a custom name for MyAppA:

config :my_app_a, Oban,
  name: MyAppA.Oban,
  repo: MyApp.Repo

Then configure Oban for MyAppB with a different name:

config :my_app_b, Oban,
  name: MyAppB.Oban,
  repo: MyApp.Repo,
  queues: [default: 10]

Now, use the configured name when calling functions like Oban.insert/2, Oban.insert_all/2, Oban.drain_queue/2, etc., to reference the correct Oban process for the current application.

Oban.insert(MyAppA.Oban, MyWorker.new(%{}))
Oban.insert_all(MyAppB.Oban, multi, :multiname, [MyWorker.new(%{})])
Oban.drain_queue(MyAppB.Oban, queue: :default)

Testing

Find testing setup, helpers, and strategies in the testing guide.

Error Handling

When a job returns an error value, raises an error, or exits during execution the details are recorded within the errors array on the job. When the number of execution attempts is below the configured max_attempts limit, the job will automatically be retried in the future.

The retry delay has an exponential backoff, meaning the job's second attempt will be after 16s, third after 31s, fourth after 1m 36s, etc.

See the Oban.Worker documentation on "Customizing Backoff" for alternative backoff strategies.

Error Details

Execution errors are stored as a formatted exception along with metadata about when the failure occurred and which attempt caused it. Each error is stored with the following keys:

at The UTC timestamp when the error occurred at
attempt The attempt number when the error occurred
error A formatted error message and stacktrace

See the Instrumentation docs for an example of integrating with external error reporting systems.

Limiting Retries

By default, jobs are retried up to 20 times. The number of retries is controlled by the max_attempts value, which can be set at the Worker or Job level. For example, to instruct a worker to discard jobs after three failures:

use Oban.Worker, queue: :limited, max_attempts: 3

Limiting Execution Time

By default, individual jobs may execute indefinitely. If this is undesirable you may define a timeout in milliseconds with the timeout/1 callback on your worker module.

For example, to limit a worker's execution time to 30 seconds:

def MyApp.Worker do
  use Oban.Worker

  @impl Oban.Worker
  def perform(_job) do
    something_that_may_take_a_long_time()

    :ok
  end

  @impl Oban.Worker
  def timeout(_job), do: :timer.seconds(30)
end

The timeout/1 function accepts an Oban.Job struct, so you can customize the timeout using any job attributes.

Define the timeout value through job args:

def timeout(%_{args: %{"timeout" => timeout}}), do: timeout

Define the timeout based on the number of attempts:

def timeout(%_{attempt: attempt}), do: attempt * :timer.seconds(5)

Instrumentation and Logging

Oban provides integration with Telemetry, a dispatching library for metrics. It is easy to report Oban metrics to any backend by attaching to :oban events.

Here is an example of a sample unstructured log handler:

defmodule MyApp.ObanLogger do
  require Logger

  def handle_event([:oban, :job, :start], measure, meta, _) do
    Logger.warn("[Oban] :started #{meta.worker} at #{measure.system_time}")
  end

  def handle_event([:oban, :job, event], measure, meta, _) do
    Logger.warn("[Oban] #{event} #{meta.worker} ran in #{measure.duration}")
  end
end

Attach the handler to success and failure events in application.ex:

events = [[:oban, :job, :start], [:oban, :job, :stop], [:oban, :job, :exception]]

:telemetry.attach_many("oban-logger", events, &MyApp.ObanLogger.handle_event/4, [])

The Oban.Telemetry module provides a robust structured logger that handles all of Oban's telemetry events. As in the example above, attach it within your application.ex module:

:ok = Oban.Telemetry.attach_default_logger()

For more details on the default structured logger and information on event metadata see docs for the Oban.Telemetry module.

Reporting Errors

Another great use of execution data is error reporting. Here is an example of integrating with Sentry to report job failures:

defmodule ErrorReporter do
  def handle_event([:oban, :job, :exception], measure, meta, _) do
    extra =
      meta.job
      |> Map.take([:id, :args, :meta, :queue, :worker])
      |> Map.merge(measure)

    Sentry.capture_exception(meta.reason, stacktrace: meta.stacktrace, extra: extra)
  end
end

:telemetry.attach(
  "oban-errors",
  [:oban, :job, :exception],
  &ErrorReporter.handle_event/4,
  []
)

You can use exception events to send error reports to Honeybadger, Rollbar, AppSignal or any other application monitoring platform.

Isolation

Oban supports namespacing through PostgreSQL schemas, also called "prefixes" in Ecto. With prefixes your jobs table can reside outside of your primary schema (usually public) and you can have multiple separate job tables.

To use a prefix you first have to specify it within your migration:

defmodule MyApp.Repo.Migrations.AddPrefixedObanJobsTable do
  use Ecto.Migration

  def up do
    Oban.Migrations.up(prefix: "private")
  end

  def down do
    Oban.Migrations.down(prefix: "private")
  end
end

The migration will create the "private" schema and all tables, functions and triggers within that schema. With the database migrated you'll then specify the prefix in your configuration:

config :my_app, Oban,
  prefix: "private",
  repo: MyApp.Repo,
  queues: [default: 10]

Now all jobs are inserted and executed using the private.oban_jobs table. Note that Oban.insert/2,4 will write jobs in the private.oban_jobs table, you'll need to specify a prefix manually if you insert jobs directly through a repo.

Supervisor Isolation

Not only is the oban_jobs table isolated within the schema, but all notification events are also isolated. That means that insert/update events will only dispatch new jobs for their prefix. You can run multiple Oban instances with different prefixes on the same system and have them entirely isolated, provided you give each supervisor a distinct id.

Here we configure our application to start three Oban supervisors using the "public", "special" and "private" prefixes, respectively:

def start(_type, _args) do
  children = [
    Repo,
    Endpoint,
    {Oban, name: ObanA, repo: Repo},
    {Oban, name: ObanB, repo: Repo, prefix: "special"},
    {Oban, name: ObanC, repo: Repo, prefix: "private"}
  ]

  Supervisor.start_link(children, strategy: :one_for_one, name: MyApp.Supervisor)
end

Dynamic Repositories

Oban supports Ecto dynamic repositories through the :get_dynamic_repo option. To make this work, you need to run a separate Oban instance per each dynamic repo instance. Most often it's worth bundling each Oban and repo instance under the same supervisor:

def start_repo_and_oban(instance_id) do
  children = [
    {MyDynamicRepo, name: nil, url: repo_url(instance_id)},
    {Oban, name: instance_id, get_dynamic_repo: fn -> repo_pid(instance_id) end}
  ]

  Supervisor.start_link(children, strategy: :one_for_one)
end

The function repo_pid/1 must return the pid of the repo for the given instance. You can use Registry to register the repo (for example in the repo's init/2 callback) and discover it.

If your application exclusively uses dynamic repositories and doesn't specify all credentials upfront, you must implement an init/1 callback in your Ecto Repo. Doing so provides the Postgres notifier with the correct credentials on init, allowing jobs to process as expected.

Community

There are a few places to connect and communicate with other Oban users.

Request an invitation and join the #oban channel on Slack
Ask questions and discuss Oban on the Elixir Forum
Learn about bug reports and upcoming features in the issue tracker
Follow @sorentwo on Twitter

Contributing

To run the Oban test suite you must have PostgreSQL 10+ running locally with a database named oban_test. Follow these steps to create the database, create the database and run all migrations:

mix test.setup

To ensure a commit passes CI you should run mix test.ci locally, which executes the following commands:

Check formatting (mix format --check-formatted)
Lint with Credo (mix credo --strict)
Run all tests (mix test --raise)
Run Dialyzer (mix dialyzer)

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config		config
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lib		lib
test		test
.credo.exs		.credo.exs
.formatter.exs		.formatter.exs
.gitignore		.gitignore
CHANGELOG.md		CHANGELOG.md
LICENSE.txt		LICENSE.txt
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Table of Contents

Features

Advantages Over Other Tools

Advanced Features

Oban Web+Pro

Usage

Installation

Requirements

Defining Workers

Enqueueing Jobs

Configuring Queues

Caveats & Guidelines

Pruning Historic Jobs

Caveats & Guidelines

Unique Jobs

Detecting Unique Conflicts

Replacing Values

Strong Guarantees

Periodic Jobs

Cron Expressions

Caveats & Guidelines

Prioritizing Jobs

Umbrella Apps

Testing

Error Handling

Error Details

Limiting Retries

Limiting Execution Time

Instrumentation and Logging

Reporting Errors

Isolation

Supervisor Isolation

Dynamic Repositories

Community

Contributing

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