15 KiB
Geo self-service framework (alpha)
NOTE: Note: This document might be subjected to change. It's a proposal we're working on and once the implementation is complete this documentation will be updated. Follow progress in the epic.
NOTE: Note: The Geo self-service framework is currently in
alpha. If you need to replicate a new data type, reach out to the Geo
team to discuss the options. You can contact them in #g_geo
on Slack
or mention @geo-team
in the issue or merge request.
Geo provides an API to make it possible to easily replicate data types across Geo nodes. This API is presented as a Ruby Domain-Specific Language (DSL) and aims to make it possible to replicate data with minimal effort of the engineer who created a data type.
Nomenclature
Before digging into the API, developers need to know some Geo-specific naming conventions.
- Model
- A model is an Active Model, which is how it is known in the entire Rails codebase. It usually is tied to a database table. From Geo perspective, a model can have one or more resources.
- Resource
- A resource is a piece of data that belongs to a model and is produced by a GitLab feature. It is persisted using a storage mechanism. By default, a resource is not a replicable.
- Data type
- Data type is how a resource is stored. Each resource should fit in one of the data types Geo supports: :- Git repository :- Blob :- Database
- For more detail, see Data types.
- Geo Replicable
- A Replicable is a resource Geo wants to sync across Geo nodes. There is a limited set of supported data types of replicables. The effort required to implement replication of a resource that belongs to one of the known data types is minimal.
- Geo Replicator
- A Geo Replicator is the object that knows how to replicate a replicable. It's responsible for: :- Firing events (producer) :- Consuming events (consumer)
- It's tied to the Geo Replicable data type. All replicators have a common interface that can be used to process (that is, produce and consume) events. It takes care of the communication between the primary node (where events are produced) and the secondary node (where events are consumed). The engineer who wants to incorporate Geo in their feature will use the API of replicators to make this happen.
- Geo Domain-Specific Language
- The syntactic sugar that allows engineers to easily specify which resources should be replicated and how.
Geo Domain-Specific Language
The replicator
First of all, you need to write a replicator. The replicators live in
ee/app/replicators/geo
.
For each resource that needs to be replicated, there should be a
separate replicator specified, even if multiple resources are tied to
the same model.
For example, the following replicator replicates a package file:
module Geo
class PackageFileReplicator < Gitlab::Geo::Replicator
# Include one of the strategies your resource needs
include ::Geo::BlobReplicatorStrategy
# Specify the CarrierWave uploader needed by the used strategy
def carrierwave_uploader
model_record.file
end
# Specify the model this replicator belongs to
def self.model
::Packages::PackageFile
end
end
end
The class name should be unique. It also is tightly coupled to the
table name for the registry, so for this example the registry table
will be package_file_registry
.
For the different data types Geo supports there are different strategies to include. Pick one that fits your needs.
Linking to a model
To tie this replicator to the model, you need to add the following to the model code:
class Packages::PackageFile < ApplicationRecord
include ::Gitlab::Geo::ReplicableModel
with_replicator Geo::PackageFileReplicator
end
API
When this is set in place, it's easy to access the replicator through the model:
package_file = Packages::PackageFile.find(4) # just a random id as example
replicator = package_file.replicator
Or get the model back from the replicator:
replicator.model_record
=> <Packages::PackageFile id:4>
The replicator can be used to generate events, for example in ActiveRecord hooks:
after_create_commit -> { replicator.publish_created_event }
Library
The framework behind all this is located in
ee/lib/gitlab/geo/
.
Existing Replicator Strategies
Before writing a new kind of Replicator Strategy, check below to see if your resource can already be handled by one of the existing strategies. Consult with the Geo team if you are unsure.
Blob Replicator Strategy
Models that use
CarrierWave's Uploader::Base
can be easily supported by Geo with the Geo::BlobReplicatorStrategy
module.
First, each file should have its own primary ID and model. Geo strongly recommends treating every single file as a first-class citizen, because in our experience this greatly simplifies tracking replication and verification state.
For example, to add support for files referenced by a Widget
model with a
widgets
table, you would perform the following steps:
Replication
-
Include
Gitlab::Geo::ReplicableModel
in theWidget
class, and specify the Replicator classwith_replicator Geo::WidgetReplicator
.At this point the
Widget
class should look like this:# frozen_string_literal: true class Widget < ApplicationRecord include ::Gitlab::Geo::ReplicableModel with_replicator Geo::WidgetReplicator mount_uploader :file, WidgetUploader ... end
-
Create
ee/app/replicators/geo/widget_replicator.rb
. Implement the#carrierwave_uploader
method which should return aCarrierWave::Uploader
. And implement the private#model
method to return theWidget
class.# frozen_string_literal: true module Geo class WidgetReplicator < Gitlab::Geo::Replicator include ::Geo::BlobReplicatorStrategy def carrierwave_uploader model_record.file end private def model ::Widget end end end
-
Create
ee/spec/replicators/geo/widget_replicator_spec.rb
and perform the setup necessary to define themodel_record
variable for the shared examples.# frozen_string_literal: true require 'spec_helper' describe Geo::WidgetReplicator do let(:model_record) { build(:widget) } it_behaves_like 'a blob replicator' end
-
Create the
widget_registry
table so Geo secondaries can track the sync and verification state of each Widget's file:# frozen_string_literal: true class CreateWidgetRegistry < ActiveRecord::Migration[6.0] DOWNTIME = false def change create_table :widget_registry, id: :serial, force: :cascade do |t| t.integer :widget_id, null: false t.integer :state, default: 0, null: false t.integer :retry_count, default: 0 t.string :last_sync_failure, limit: 255 t.datetime_with_timezone :retry_at t.datetime_with_timezone :last_synced_at t.datetime_with_timezone :created_at, null: false t.index :widget_id, name: :index_widget_registry_on_repository_id, using: :btree t.index :retry_at, name: :index_widget_registry_on_retry_at, using: :btree t.index :state, name: :index_widget_registry_on_state, using: :btree end end end
-
Create
ee/app/models/geo/widget_registry.rb
:# frozen_string_literal: true class Geo::WidgetRegistry < Geo::BaseRegistry include Geo::StateMachineRegistry belongs_to :widget, class_name: 'Widget' end
-
Create
ee/spec/factories/geo/widget_registry.rb
:# frozen_string_literal: true FactoryBot.define do factory :widget_registry, class: 'Geo::WidgetRegistry' do widget state { Geo::WidgetRegistry.state_value(:pending) } trait :synced do state { Geo::WidgetRegistry.state_value(:synced) } last_synced_at { 5.days.ago } end trait :failed do state { Geo::WidgetRegistry.state_value(:failed) } last_synced_at { 1.day.ago } retry_count { 2 } last_sync_failure { 'Random error' } end trait :started do state { Geo::WidgetRegistry.state_value(:started) } last_synced_at { 1.day.ago } retry_count { 0 } end end end
-
Create
ee/spec/models/geo/widget_registry_spec.rb
:# frozen_string_literal: true require 'spec_helper' describe Geo::WidgetRegistry, :geo, type: :model do let_it_be(:registry) { create(:widget_registry) } specify 'factory is valid' do expect(registry).to be_valid end end
Widgets should now be replicated by Geo!
Verification
-
Add verification state fields to the
widgets
table so the Geo primary can track verification state:# frozen_string_literal: true class AddVerificationStateToWidgets < ActiveRecord::Migration[6.0] DOWNTIME = false def change add_column :widgets, :verification_retry_at, :datetime_with_timezone add_column :widgets, :verified_at, :datetime_with_timezone add_column :widgets, :verification_checksum, :binary, using: 'verification_checksum::bytea' add_column :widgets, :verification_failure, :string add_column :widgets, :verification_retry_count, :integer end end
-
Add a partial index on
verification_failure
andverification_checksum
to ensure re-verification can be performed efficiently:# frozen_string_literal: true class AddVerificationFailureIndexToWidgets < ActiveRecord::Migration[6.0] include Gitlab::Database::MigrationHelpers DOWNTIME = false disable_ddl_transaction! def up add_concurrent_index :widgets, :verification_failure, where: "(verification_failure IS NOT NULL)", name: "widgets_verification_failure_partial" add_concurrent_index :widgets, :verification_checksum, where: "(verification_checksum IS NOT NULL)", name: "widgets_verification_checksum_partial" end def down remove_concurrent_index :widgets, :verification_failure remove_concurrent_index :widgets, :verification_checksum end end
-
Add fields
widget_count
,widget_checksummed_count
, andwidget_checksum_failed_count
toGeoNodeStatus#RESOURCE_STATUS_FIELDS
array inee/app/models/geo_node_status.rb
. -
Add the same fields to
GeoNodeStatus#PROMETHEUS_METRICS
hash inee/app/models/geo_node_status.rb
. -
Add the same fields to
Sidekiq metrics
table indoc/administration/monitoring/prometheus/gitlab_metrics.md
. -
Add the same fields to
GET /geo_nodes/status
example response indoc/api/geo_nodes.md
. -
Modify
GeoNodeStatus#load_verification_data
to make sure the fields mantioned above are set:self.widget_count = Geo::WidgetReplicator.model.count self.widget_checksummed_count = Geo::WidgetReplicator.checksummed.count self.widget_checksum_failed_count = Geo::WidgetReplicator.checksum_failed.count
-
Make sure
Widget
model haschecksummed
andchecksum_failed
scopes. -
Update
ee/spec/fixtures/api/schemas/public_api/v4/geo_node_status.json
with new fields. -
Update
GeoNodeStatus#PROMETHEUS_METRICS
hash inee/app/models/geo_node_status.rb
with new fields. -
Update
Sidekiq metrics
table indoc/administration/monitoring/prometheus/gitlab_metrics.md
with new fields. -
Update
GET /geo_nodes/status
example response indoc/api/geo_nodes.md
with new fields. -
Update
ee/spec/models/geo_node_status_spec.rb
andee/spec/factories/geo_node_statuses.rb
with new fields.
To do: Add verification on secondaries. This should be done as part of Geo: Self Service Framework - First Implementation for Package File verification
Widgets should now be verified by Geo!
GraphQL API
-
Add a new field to
GeoNodeType
inee/app/graphql/types/geo/geo_node_type.rb
:field :widget_registries, ::Types::Geo::WidgetRegistryType.connection_type, null: true, resolver: ::Resolvers::Geo::WidgetRegistriesResolver, description: 'Find widget registries on this Geo node', feature_flag: :geo_self_service_framework
-
Add the new
widget_registries
field name to theexpected_fields
array inee/spec/graphql/types/geo/geo_node_type_spec.rb
. -
Create
ee/app/graphql/resolvers/geo/widget_registries_resolver.rb
:# frozen_string_literal: true module Resolvers module Geo class WidgetRegistriesResolver < BaseResolver include RegistriesResolver end end end
-
Create
ee/spec/graphql/resolvers/geo/widget_registries_resolver_spec.rb
:# frozen_string_literal: true require 'spec_helper' describe Resolvers::Geo::WidgetRegistriesResolver do it_behaves_like 'a Geo registries resolver', :widget_registry end
-
Create
ee/app/finders/geo/widget_registry_finder.rb
:# frozen_string_literal: true module Geo class WidgetRegistryFinder include FrameworkRegistryFinder end end
-
Create
ee/spec/finders/geo/widget_registry_finder_spec.rb
:# frozen_string_literal: true require 'spec_helper' describe Geo::WidgetRegistryFinder do it_behaves_like 'a framework registry finder', :widget_registry end
-
Create
ee/app/graphql/types/geo/package_file_registry_type.rb
:# frozen_string_literal: true module Types module Geo # rubocop:disable Graphql/AuthorizeTypes because it is included class WidgetRegistryType < BaseObject include ::Types::Geo::RegistryType graphql_name 'WidgetRegistry' description 'Represents the sync and verification state of a widget' field :widget_id, GraphQL::ID_TYPE, null: false, description: 'ID of the Widget' end end end
-
Create
ee/spec/graphql/types/geo/widget_registry_type_spec.rb
:# frozen_string_literal: true require 'spec_helper' describe GitlabSchema.types['WidgetRegistry'] do it_behaves_like 'a Geo registry type' it 'has the expected fields (other than those included in RegistryType)' do expected_fields = %i[widget_id] expect(described_class).to have_graphql_fields(*expected_fields).at_least end end
-
Add integration tests for providing Widget registry data to the frontend via the GraphQL API, by duplicating and modifying the following shared examples in
ee/spec/requests/api/graphql/geo/registries_spec.rb
:it_behaves_like 'gets registries for', { field_name: 'widgetRegistries', registry_class_name: 'WidgetRegistry', registry_factory: :widget_registry, registry_foreign_key_field_name: 'widgetId' }
Individual widget synchronization and verification data should now be available via the GraphQL API!
Admin UI
To do: This should be done as part of Geo: Implement frontend for Self-Service Framework replicables
Widget sync and verification data (aggregate and individual) should now be available in the Admin UI!