Guidelines for reusing abstractions
As GitLab has grown, different patterns emerged across the codebase. Service classes, serializers, and presenters are just a few. These patterns made it easy to reuse code, but at the same time make it easy to accidentally reuse the wrong abstraction in a particular place.
Why these guidelines are necessary
Code reuse is good, but sometimes this can lead to shoehorning the wrong abstraction into a particular use case. This in turn can have a negative impact on maintainability, the ability to easily debug problems, or even performance.
An example would be to use ProjectsFinder
in IssuesFinder
to limit issues to
those belonging to a set of projects. While initially this may seem like a good
idea, both classes provide a very high level interface with very little control.
This means that IssuesFinder
may not be able to produce a better optimized
database query, as a large portion of the query is controlled by the internals
of ProjectsFinder
.
To work around this problem, you would use the same code used by
ProjectsFinder
, instead of using ProjectsFinder
itself directly. This allows
you to compose your behavior better, giving you more control over the behavior
of the code.
To illustrate, consider the following code from IssuableFinder#projects
:
return @projects = project if project?
projects =
if current_user && params[:authorized_only].presence && !current_user_related?
current_user.authorized_projects
elsif group
finder_options = { include_subgroups: params[:include_subgroups], exclude_shared: true }
GroupProjectsFinder.new(group: group, current_user: current_user, options: finder_options).execute
else
ProjectsFinder.new(current_user: current_user).execute
end
@projects = projects.with_feature_available_for_user(klass, current_user).reorder(nil)
Here we determine what projects to scope our data to, using three different
approaches. When a group is specified, we use GroupProjectsFinder
to retrieve
all the projects of that group. On the surface this seems harmless: it is easy
to use, and we only need two lines of code.
In reality, things can get hairy very quickly. For example, the query produced
by GroupProjectsFinder
may start out simple. Over time more and more
functionality is added to this (high level) interface. Instead of only
affecting the cases where this is necessary, it may also start affecting
IssuableFinder
in a negative way. For example, the query produced by
GroupProjectsFinder
may include unnecessary conditions. Since we’re using a
finder here, we can’t easily opt-out of that behavior. We could add options to
do so, but then we’d need as many options as we have features. Every option adds
two code paths, which means that for four features we have to cover 8 different
code paths.
A much more reliable (and pleasant) way of dealing with this, is to use
the underlying bits that make up GroupProjectsFinder
directly. This means we
may need a little bit more code in IssuableFinder
, but it also gives us much
more control and certainty. This means we might end up with something like this:
return @projects = project if project?
projects =
if current_user && params[:authorized_only].presence && !current_user_related?
current_user.authorized_projects
elsif group
current_user
.owned_groups(subgroups: params[:include_subgroups])
.projects
.any_additional_method_calls
.that_might_be_necessary
else
current_user
.projects_visible_to_user
.any_additional_method_calls
.that_might_be_necessary
end
@projects = projects.with_feature_available_for_user(klass, current_user).reorder(nil)
This is just a sketch, but it shows the general idea: we would use whatever the
GroupProjectsFinder
and ProjectsFinder
finders use under the hoods.
End goal
The guidelines in this document are meant to foster better code reuse, by clearly defining what can be reused where, and what to do when you cannot reuse something. Clearly separating abstractions makes it harder to use the wrong one, makes it easier to debug the code, and (hopefully) results in fewer performance problems.
Abstractions
Now let’s take a look at the various abstraction levels available, and what they can (or cannot) reuse. For this we can use the following table, which defines the various abstractions and what they can (not) reuse:
Abstraction | Service classes | Finders | Presenters | Serializers | Model instance method | Model class methods | Active Record | Worker |
---|---|---|---|---|---|---|---|---|
Controller/API endpoint | Yes | Yes | Yes | Yes | Yes | No | No | No |
Service class | Yes | Yes | No | No | Yes | No | No | Yes |
Finder | No | No | No | No | Yes | Yes | No | No |
Presenter | No | Yes | No | No | Yes | Yes | No | No |
Serializer | No | Yes | No | No | Yes | Yes | No | No |
Model class method | No | No | No | No | Yes | Yes | Yes | No |
Model instance method | No | Yes | No | No | Yes | Yes | Yes | Yes |
Worker | Yes | Yes | No | No | Yes | No | No | Yes |
Controllers
Everything in app/controllers
.
Controllers should not do much work on their own, instead they pass input to other classes and present the results.
API endpoints
Everything in lib/api
(the REST API) and app/graphql
(the GraphQL API).
API endpoints have the same abstraction level as controllers.
Service classes
Everything that resides in app/services
.
Service classes represent operations that coordinates changes between models (such as entities and value objects). Changes impact the state of the application.
- When an object makes no changes to the state of the application, then it’s not a service. It may be a finder or a value object.
- When there is no operation, there is no need to execute a service. The class would probably be better designed as an entity, a value object, or a policy.
When implementing a service class, consider using the following patterns:
- A service class initializer should contain in its arguments:
- A model instance that is being acted upon. Should be first positional
argument of the initializer. The argument name of the argument is left to the
developer’s discretion, such as:
issue
,project
,merge_request
. - When service represents an action initiated by a user or executed in the
context of a user, the initializer must have the
current_user:
keyword argument. Services with thecurrent_user:
argument run high-level business logic and must validate user authorization to perform their operations. - When service does not have a user context and it’s not directly initiated
by a user (like background service or side-effects), the
current_user:
argument is not needed. This describes low-level domain logic or instance-wide logic. - For all additional data required by a service, the explicit keyword arguments are recommended.
When a service requires too long of a list of arguments, consider splitting them into:
-
params
: A hash with model properties that will be assigned directly. -
options
: A hash with extra parameters (which need to be processed, and are not model properties). Theoptions
hash should be stored in an instance variable.
# merge_request: A model instance that is being acted upon. # assignee: new MR assignee that will be assigned to the MR # after the service is executed. def initialize(merge_request, assignee:) @merge_request = merge_request @assignee = assignee end
# issue: A model instance that is being acted upon. # current_user: Current user. # params: Model properties. # options: Configuration for this service. Can be any of the following: # - notify: Whether to send a notification to the current user. # - cc: Email address to copy when sending a notification. def initialize(issue:, current_user:, params: {}, options: {}) @issue = issue @current_user = current_user @params = params @options = options end
-
- A model instance that is being acted upon. Should be first positional
argument of the initializer. The argument name of the argument is left to the
developer’s discretion, such as:
- The service class should implements a single public instance method
#execute
, which invokes service class behavior:- The
#execute
method takes no arguments. All required data is passed into initializer.
- The
- If a return value is needed, the
#execute
method should returns its result viaServiceResponse
object.
Several base classes implement the service classes convention. You may consider inheriting from:
-
BaseContainerService
for services scoped by container (project or group). -
BaseProjectService
for services scoped to projects. -
BaseGroupService
for services scoped to groups.
For some domains or bounded contexts, it may make sense for
service classes to use different patterns. For example, the Remote Development domain uses a
layered architecture
with domain logic isolated to a separate domain layer following a standard pattern, which allows for a very
minimal service layer
which consists of only a single reusable CommonService
class. It also uses
functional patterns with stateless singleton class methods.
See the Remote Development service layer code example for more details.
However, even though the invocation signature of services via this pattern is different,
it still respects the standard Service Class contract of always returning all results via a
ServiceResponse
object.
Classes that are not service objects should be
created elsewhere,
such as in lib
.
ServiceResponse
Service classes usually have an execute
method, which can return a
ServiceResponse
. You can use ServiceResponse.success
and
ServiceResponse.error
to return a response in execute
method.
In a successful case:
response = ServiceResponse.success(message: 'Branch was deleted')
response.success? # => true
response.error? # => false
response.status # => :success
response.message # => 'Branch was deleted'
In a failed case:
response = ServiceResponse.error(message: 'Unsupported operation')
response.success? # => false
response.error? # => true
response.status # => :error
response.message # => 'Unsupported operation'
An additional payload can also be attached:
response = ServiceResponse.success(payload: { issue: issue })
response.payload[:issue] # => issue
Error responses can also specify the failure reason
which can be used by the caller
to understand the nature of the failure.
The caller, if an HTTP endpoint, could translate the reason symbol into an HTTP status code:
response = ServiceResponse.error(
message: 'Job is in a state that cannot be retried',
reason: :job_not_retrieable)
if response.success?
head :ok
elsif response.reason == :job_not_retriable
head :unprocessable_entity
else
head :bad_request
end
For common failures such as resource :not_found
or operation :forbidden
, we could
leverage the Rails HTTP status symbols as long as
they are sufficiently specific for the domain logic involved.
For other failures use domain-specific reasons whenever possible.
For example: :job_not_retriable
, :duplicate_package
, :merge_request_not_mergeable
.
Finders
Everything in app/finders
, typically used for retrieving data from a database.
Finders cannot reuse other finders in an attempt to better control the SQL queries they produce.
Finders’ execute
method should return ActiveRecord::Relation
. Exceptions
can be added to spec/support/finder_collection_allowlist.yml
.
See #298771
for more details.
Presenters
Everything in app/presenters
, used for exposing complex data to a Rails view,
without having to create many instance variables.
See the documentation for more information.
Serializers
Everything in app/serializers
, used for presenting the response to a request,
typically in JSON.
Models
Classes and modules in app/models
represent domain concepts that encapsulate both
data and behavior.
These classes can interact directly with a data store (like ActiveRecord models) or can be a thin wrapper (Plain Old Ruby Objects) on top of ActiveRecord models to express a richer domain concept.
Entities and Value Objects that represent domain concepts are considered domain models.
Some examples:
-
DesignManagement::DesignAtVersion
is a model that leverages validations to combine designs and versions. -
Ci::Minutes::Usage
is a Value Object that provides compute usage for a given namespace.
Model class methods
These are class methods defined by GitLab itself, including the following methods provided by Active Record:
find
find_by_id
delete_all
destroy
destroy_all
Any other methods such as find_by(some_column: X)
are not included, and
instead fall under the “Active Record” abstraction.
Model instance methods
Instance methods defined on Active Record models by GitLab itself. Methods provided by Active Record are not included, except for the following methods:
save
update
destroy
delete
Active Record
The API provided by Active Record itself, such as the where
method, save
,
delete_all
, and so on.
Worker
Everything in app/workers
.
Use SomeWorker.perform_async
or SomeWorker.perform_in
to schedule Sidekiq
jobs. Never directly invoke a worker using SomeWorker.new.perform
.