Geo: Replicate Dependency Proxy Manifests
Replicate Dependency Proxy Manifests
This issue is for implementing Geo replication and verification of Dependency Proxy Manifests.
For more background, see Geo self-service framework.
In order to implement and test this feature, you need to first set up Geo locally.
There are three main sections below. It is a good idea to structure your merge requests this way as well:
- Modify database schemas to prepare to add Geo support for Dependency Proxy Manifests
- Implement Geo support of Dependency Proxy Manifests behind a feature flag
- Release Geo support of Dependency Proxy Manifests
It is also a good idea to first open a proof-of-concept merge request. It can be helpful for working out kinks and getting initial support and feedback from the Geo team. As an example, see the Proof of Concept to replicate Pipeline Artifacts.
You can look into the following examples of MRs for implementing replication/verification for a new blob type:
- Add db changes and add verification for MR diffs using SSF
- Verify Terraform state versions
- Verify LFS objects
Modify database schemas to prepare to add Geo support for Dependency Proxy Manifests
You might do this section in its own merge request, but it is not required.
Add the registry table to track replication and verification state
Geo secondary sites have a Geo tracking database independent of the main database. It is used to track the replication and verification state of all replicables. Every Model has a corresponding "registry" table in the Geo tracking database.
- 
Create the migration file in ee/db/geo/migrate:bin/rails generate migration CreateDependencyProxyManifestRegistry --database geo
- 
Replace the contents of the migration file with the following. Note that we cannot add a foreign key constraint on dependency_proxy_manifest_idbecause thedependency_proxy_manifeststable is in a different database. The application code must handle logic such as propagating deletions.# frozen_string_literal: true class CreateDependencyProxyManifestRegistry < Gitlab::Database::Migration[2.0] def change create_table :dependency_proxy_manifest_registry, id: :bigserial, force: :cascade do |t| t.bigint :dependency_proxy_manifest_id, null: false t.datetime_with_timezone :created_at, null: false t.datetime_with_timezone :last_synced_at t.datetime_with_timezone :retry_at t.datetime_with_timezone :verified_at t.datetime_with_timezone :verification_started_at t.datetime_with_timezone :verification_retry_at t.integer :state, default: 0, null: false, limit: 2 t.integer :verification_state, default: 0, null: false, limit: 2 t.integer :retry_count, default: 0, limit: 2, null: false t.integer :verification_retry_count, default: 0, limit: 2, null: false t.boolean :checksum_mismatch, default: false, null: false t.binary :verification_checksum t.binary :verification_checksum_mismatched t.text :verification_failure, limit: 255 t.text :last_sync_failure, limit: 255 t.index :dependency_proxy_manifest_id, name: :index_dependency_proxy_manifest_registry_on_dependency_proxy_manifest_id, unique: true t.index :retry_at t.index :state # To optimize performance of DependencyProxyManifestRegistry.verification_failed_batch t.index :verification_retry_at, name: :dependency_proxy_manifest_registry_failed_verification, order: "NULLS FIRST", where: "((state = 2) AND (verification_state = 3))" # To optimize performance of DependencyProxyManifestRegistry.needs_verification_count t.index :verification_state, name: :dependency_proxy_manifest_registry_needs_verification, where: "((state = 2) AND (verification_state = ANY (ARRAY[0, 3])))" # To optimize performance of DependencyProxyManifestRegistry.verification_pending_batch t.index :verified_at, name: :dependency_proxy_manifest_registry_pending_verification, order: "NULLS FIRST", where: "((state = 2) AND (verification_state = 0))" end end end
- 
If deviating from the above example, then be sure to order columns according to our guidelines. 
- 
Add the new table to the GitLab Schema defined in ee/lib/ee/gitlab/database/gitlab_schemas.yml.dependency_proxy_manifest_registry: :gitlab_geo
- 
Run Geo tracking database migrations: bin/rake db:migrate:geo
- 
Be sure to commit the relevant changes in ee/db/geo/structure.sql
Add verification state fields on the Geo primary site
The Geo primary site needs to checksum every replicable so secondaries can verify their own checksums. To do this, Geo requires fields on the Model. Add verification state fields to a separate table. Consult a database expert if needed.
Add verification state fields to a new table
- 
Create the migration file in db/migrate:bin/rails generate migration CreateDependencyProxyManifestStates
- 
Replace the contents of the migration file with: # frozen_string_literal: true class CreateDependencyProxyManifestStates < Gitlab::Database::Migration[2.0] VERIFICATION_STATE_INDEX_NAME = "index_dependency_proxy_manifest_states_on_verification_state" PENDING_VERIFICATION_INDEX_NAME = "index_dependency_proxy_manifest_states_pending_verification" FAILED_VERIFICATION_INDEX_NAME = "index_dependency_proxy_manifest_states_failed_verification" NEEDS_VERIFICATION_INDEX_NAME = "index_dependency_proxy_manifest_states_needs_verification" enable_lock_retries! def up create_table :dependency_proxy_manifest_states, id: false do |t| t.datetime_with_timezone :verification_started_at t.datetime_with_timezone :verification_retry_at t.datetime_with_timezone :verified_at t.references :dependency_proxy_manifest, primary_key: true, default: nil, index: false, foreign_key: { on_delete: :cascade } t.integer :verification_state, default: 0, limit: 2, null: false t.integer :verification_retry_count, limit: 2 t.binary :verification_checksum, using: 'verification_checksum::bytea' t.text :verification_failure, limit: 255 t.index :verification_state, name: VERIFICATION_STATE_INDEX_NAME t.index :verified_at, where: "(verification_state = 0)", order: { verified_at: 'ASC NULLS FIRST' }, name: PENDING_VERIFICATION_INDEX_NAME t.index :verification_retry_at, where: "(verification_state = 3)", order: { verification_retry_at: 'ASC NULLS FIRST' }, name: FAILED_VERIFICATION_INDEX_NAME t.index :verification_state, where: "(verification_state = 0 OR verification_state = 3)", name: NEEDS_VERIFICATION_INDEX_NAME end end def down drop_table :dependency_proxy_manifest_states end end
- 
If deviating from the above example, then be sure to order columns according to our guidelines. 
- 
Add the new table to the GitLab Schema defined in lib/gitlab/database/gitlab_schemas.ymlwith the databases they need to be added to.dependency_proxy_manifest_states: :gitlab_main
- 
Run database migrations: bin/rake db:migrate
- 
If dependency_proxy_manifestsis a high-traffic table, follow the database documentation to usewith_lock_retries
- 
Be sure to commit the relevant changes in db/structure.sql
That's all of the required database changes.
Implement Geo support of Dependency Proxy Manifests behind a feature flag
Step 1. Implement replication and verification
- 
Add the following lines to the dependency_proxy_manifestmodel to accomplish some important tasks:- Include ::Geo::ReplicableModelin theDependencyProxyManifestclass, and specify the Replicator classwith_replicator Geo::DependencyProxyManifestReplicator.
- Include the ::Geo::VerifiableModelconcern.
- Delegate verification related methods to the dependency_proxy_manifest_statemodel.
- For verification, override some scopes to use the dependency_proxy_manifest_statestable instead of the model table.
- Implement the verification_state_objectmethod to return the object that holds the verification details
- Override some methods to use the dependency_proxy_manifest_statestable in verification-related queries.
 At this point the DependencyProxyManifestclass should look like this:# frozen_string_literal: true class DependencyProxyManifest < ApplicationRecord ... include ::Geo::ReplicableModel include ::Geo::VerifiableModel delegate(*::Geo::VerificationState::VERIFICATION_METHODS, to: :dependency_proxy_manifest_state) with_replicator Geo::DependencyProxyManifestReplicator mount_uploader :file, DependencyProxyManifestUploader has_one :dependency_proxy_manifest_state, autosave: false, inverse_of: :dependency_proxy_manifest, class_name: 'Geo::DependencyProxyManifestState' after_save :save_verification_details scope :with_verification_state, ->(state) { joins(:dependency_proxy_manifest_state).where(dependency_proxy_manifest_states: { verification_state: verification_state_value(state) }) } scope :checksummed, -> { joins(:dependency_proxy_manifest_state).where.not(dependency_proxy_manifest_states: { verification_checksum: nil } ) } scope :not_checksummed, -> { joins(:dependency_proxy_manifest_state).where(dependency_proxy_manifest_states: { verification_checksum: nil } ) } scope :available_verifiables, -> { joins(:dependency_proxy_manifest_state) } # Override the `all` default if not all records can be replicated. For an # example of an existing Model that needs to do this, see # `EE::MergeRequestDiff`. # scope :available_replicables, -> { all } def verification_state_object dependency_proxy_manifest_state end ... class_methods do extend ::Gitlab::Utils::Override ... # @param primary_key_in [Range, DependencyProxyManifest] arg to pass to primary_key_in scope # @return [ActiveRecord::Relation<DependencyProxyManifest>] everything that should be synced to this node, restricted by primary key def self.replicables_for_current_secondary(primary_key_in) # This issue template does not help you write this method. # # This method is called only on Geo secondary sites. It is called when # we want to know which records to replicate. This is not easy to automate # because for example: # # * The "selective sync" feature allows admins to choose which namespaces # to replicate, per secondary site. Most Models are scoped to a # namespace, but the nature of the relationship to a namespace varies # between Models. # * The "selective sync" feature allows admins to choose which shards to # replicate, per secondary site. Repositories are associated with # shards. Most blob types are not, but Project Uploads are. # * Remote stored replicables are not replicated, by default. But the # setting `sync_object_storage` enables replication of remote stored # replicables. # # Search the codebase for examples, and consult a Geo expert if needed. end override :verification_state_table_class def verification_state_table_class DependencyProxyManifestState end end def dependency_proxy_manifest_state super || build_dependency_proxy_manifest_state end ... end
- Include 
- 
Implement DependencyProxyManifest.replicables_for_current_secondaryabove.
- 
Ensure DependencyProxyManifest.replicables_for_current_secondaryis well-tested. Search the codebase forreplicables_for_current_secondaryto find examples of parameterized table specs. You may need to add moreFactoryBottraits.
- 
Add the following shared examples to ee/spec/models/ee/dependency_proxy_manifest_spec.rb:include_examples 'a replicable model with a separate table for verification state' do let(:verifiable_model_record) { build(:dependency_proxy_manifest) } # add extra params if needed to make sure the record is included in `available_verifiables` let(:unverifiable_model_record) { build(:dependency_proxy_manifest) } # add extra params if needed to make sure the record is NOT included in `available_verifiables` end
- 
Create ee/app/replicators/geo/dependency_proxy_manifest_replicator.rb. Implement the#carrierwave_uploadermethod which should return aCarrierWave::Uploader, and implement the class method.modelto return theDependencyProxyManifestclass:# frozen_string_literal: true module Geo class DependencyProxyManifestReplicator < Gitlab::Geo::Replicator include ::Geo::BlobReplicatorStrategy extend ::Gitlab::Utils::Override def self.model ::DependencyProxyManifest end def carrierwave_uploader model_record.file end override :verification_feature_flag_enabled? def self.verification_feature_flag_enabled? # We are adding verification at the same time as replication, so we # don't need to toggle verification separately from replication. When # the replication feature flag is off, then verification is also off # (see `VerifiableReplicator.verification_enabled?`) true end end end
- 
Generate the feature flag definition file by running the feature flag commands and following the command prompts: bin/feature-flag --ee geo_dependency_proxy_manifest_replication --type development --group 'group::geo' bin/feature-flag --ee geo_dependency_proxy_manifest_verification --type development --group 'group::geo'
- 
Add this replicator class to the method replicator_classesinee/lib/gitlab/geo.rb:REPLICATOR_CLASSES = [ ::Geo::PackageFileReplicator, ::Geo::DependencyProxyManifestReplicator ] end
- 
Create ee/spec/replicators/geo/dependency_proxy_manifest_replicator_spec.rband perform the necessary setup to define themodel_recordvariable for the shared examples:# frozen_string_literal: true require 'spec_helper' RSpec.describe Geo::DependencyProxyManifestReplicator do let(:model_record) { build(:dependency_proxy_manifest) } include_examples 'a blob replicator' include_examples 'a verifiable replicator' end
- 
Create ee/app/models/geo/dependency_proxy_manifest_registry.rb:# frozen_string_literal: true module Geo class DependencyProxyManifestRegistry < Geo::BaseRegistry include ::Geo::ReplicableRegistry include ::Geo::VerifiableRegistry MODEL_CLASS = ::DependencyProxyManifest MODEL_FOREIGN_KEY = :dependency_proxy_manifest_id belongs_to :dependency_proxy_manifest, class_name: 'DependencyProxyManifest' end end
- 
Update REGISTRY_CLASSESinee/app/workers/geo/secondary/registry_consistency_worker.rb.
- 
Add a custom factory name if needed in def model_class_factory_nameinee/spec/support/helpers/ee/geo_helpers.rb.
- 
Update it 'creates missing registries for each registry class'inee/spec/workers/geo/secondary/registry_consistency_worker_spec.rb.
- 
Add dependency_proxy_manifest_registrytoActiveSupport::Inflector.inflectionsinconfig/initializers_before_autoloader/000_inflections.rb.
- 
Create ee/spec/factories/geo/dependency_proxy_manifest_registry.rb:# frozen_string_literal: true FactoryBot.define do factory :geo_dependency_proxy_manifest_registry, class: 'Geo::DependencyProxyManifestRegistry' do dependency_proxy_manifest # This association should have data, like a file or repository state { Geo::DependencyProxyManifestRegistry.state_value(:pending) } trait :synced do state { Geo::DependencyProxyManifestRegistry.state_value(:synced) } last_synced_at { 5.days.ago } end trait :failed do state { Geo::DependencyProxyManifestRegistry.state_value(:failed) } last_synced_at { 1.day.ago } retry_count { 2 } last_sync_failure { 'Random error' } end trait :started do state { Geo::DependencyProxyManifestRegistry.state_value(:started) } last_synced_at { 1.day.ago } retry_count { 0 } end trait :verification_succeeded do verification_checksum { 'e079a831cab27bcda7d81cd9b48296d0c3dd92ef' } verification_state { Geo::DependencyProxyManifestRegistry.verification_state_value(:verification_succeeded) } verified_at { 5.days.ago } end end end
- 
Create ee/spec/models/geo/dependency_proxy_manifest_registry_spec.rb:# frozen_string_literal: true require 'spec_helper' RSpec.describe Geo::DependencyProxyManifestRegistry, :geo, type: :model do let_it_be(:registry) { create(:geo_dependency_proxy_manifest_registry) } specify 'factory is valid' do expect(registry).to be_valid end include_examples 'a Geo framework registry' include_examples 'a Geo verifiable registry' end
- 
Add the following to spec/factories/dependency_proxy_manifests.rb:trait :verification_succeeded do with_file verification_checksum { 'abc' } verification_state { DependencyProxyManifest.verification_state_value(:verification_succeeded) } end trait :verification_failed do with_file verification_failure { 'Could not calculate the checksum' } verification_state { DependencyProxyManifest.verification_state_value(:verification_failed) } end
- 
Make sure the factory also allows setting a projectattribute. If the model does not have a direct relation to a project, you can use atransientattribute. Check outspec/factories/merge_request_diffs.rbfor an example.
- 
Following the example of Merge Request Diffs add a Geo::DependencyProxyManifestStatemodel inee/app/models/ee/geo/dependency_proxy_manifest_state.rb:# frozen_string_literal: true module Geo class DependencyProxyManifestState < ApplicationRecord include EachBatch include ::Geo::VerificationStateDefinition self.primary_key = :dependency_proxy_manifest_id belongs_to :dependency_proxy_manifest, inverse_of: :dependency_proxy_manifest_state validates :verification_failure, length: { maximum: 255 } validates :verification_state, :dependency_proxy_manifest, presence: true end end
- 
Add a factoryfordependency_proxy_manifest_state, inee/spec/factories/geo/dependency_proxy_manifest_states.rb:# frozen_string_literal: true FactoryBot.define do factory :geo_dependency_proxy_manifest_state, class: 'Geo::DependencyProxyManifestState' do dependency_proxy_manifest trait :checksummed do verification_checksum { 'abc' } end trait :checksum_failure do verification_failure { 'Could not calculate the checksum' } end end end
Step 2. Implement metrics gathering
Metrics are gathered by Geo::MetricsUpdateWorker, persisted in GeoNodeStatus for display in the UI, and sent to Prometheus:
- 
Add the following fields to Geo Node Status example responses in doc/api/geo_nodes.md:- dependency_proxy_manifests_count
- dependency_proxy_manifests_checksum_total_count
- dependency_proxy_manifests_checksummed_count
- dependency_proxy_manifests_checksum_failed_count
- dependency_proxy_manifests_synced_count
- dependency_proxy_manifests_failed_count
- dependency_proxy_manifests_registry_count
- dependency_proxy_manifests_verification_total_count
- dependency_proxy_manifests_verified_count
- dependency_proxy_manifests_verification_failed_count
- dependency_proxy_manifests_synced_in_percentage
- dependency_proxy_manifests_verified_in_percentage
 
- 
Add the same fields to GET /geo_nodes/statusexample response inee/spec/fixtures/api/schemas/public_api/v4/geo_node_status.json.
- 
Add the following fields to the Sidekiq metricstable indoc/administration/monitoring/prometheus/gitlab_metrics.md:- geo_dependency_proxy_manifests
- geo_dependency_proxy_manifests_checksum_total
- geo_dependency_proxy_manifests_checksummed
- geo_dependency_proxy_manifests_checksum_failed
- geo_dependency_proxy_manifests_synced
- geo_dependency_proxy_manifests_failed
- geo_dependency_proxy_manifests_registry
- geo_dependency_proxy_manifests_verification_total
- geo_dependency_proxy_manifests_verified
- geo_dependency_proxy_manifests_verification_failed
 
Dependency Proxy Manifest replication and verification metrics should now be available in the API, the Admin > Geo > Nodes view, and Prometheus.
Step 3. Implement the GraphQL API
The GraphQL API is used by Admin > Geo > Replication Details views, and is directly queryable by administrators.
- 
Add a new field to GeoNodeTypeinee/app/graphql/types/geo/geo_node_type.rb:field :dependency_proxy_manifest_registries, ::Types::Geo::DependencyProxyManifestRegistryType.connection_type, null: true, resolver: ::Resolvers::Geo::DependencyProxyManifestRegistriesResolver, description: 'Find Dependency Proxy Manifest registries on this Geo node. '\ 'Ignored if `geo_dependency_proxy_manifest_replication` feature flag is disabled.', alpha: { milestone: '15.5' } # Update the milestone
- 
Add the new dependency_proxy_manifest_registriesfield name to theexpected_fieldsarray inee/spec/graphql/types/geo/geo_node_type_spec.rb.
- 
Create ee/app/graphql/resolvers/geo/dependency_proxy_manifest_registries_resolver.rb:# frozen_string_literal: true module Resolvers module Geo class DependencyProxyManifestRegistriesResolver < BaseResolver type ::Types::Geo::GeoNodeType.connection_type, null: true include RegistriesResolver end end end
- 
Create ee/spec/graphql/resolvers/geo/dependency_proxy_manifest_registries_resolver_spec.rb:# frozen_string_literal: true require 'spec_helper' RSpec.describe Resolvers::Geo::DependencyProxyManifestRegistriesResolver do it_behaves_like 'a Geo registries resolver', :geo_dependency_proxy_manifest_registry end
- 
Create ee/app/finders/geo/dependency_proxy_manifest_registry_finder.rb:# frozen_string_literal: true module Geo class DependencyProxyManifestRegistryFinder include FrameworkRegistryFinder end end
- 
Create ee/spec/finders/geo/dependency_proxy_manifest_registry_finder_spec.rb:# frozen_string_literal: true require 'spec_helper' RSpec.describe Geo::DependencyProxyManifestRegistryFinder do it_behaves_like 'a framework registry finder', :geo_dependency_proxy_manifest_registry end
- 
Create ee/app/graphql/types/geo/dependency_proxy_manifest_registry_type.rb:# frozen_string_literal: true module Types module Geo # rubocop:disable Graphql/AuthorizeTypes because it is included class DependencyProxyManifestRegistryType < BaseObject graphql_name 'DependencyProxyManifestRegistry' include ::Types::Geo::RegistryType description 'Represents the Geo replication and verification state of a dependency_proxy_manifest' field :dependency_proxy_manifest_id, GraphQL::Types::ID, null: false, description: 'ID of the Dependency Proxy Manifest.' end # rubocop:enable Graphql/AuthorizeTypes end end
- 
Create ee/spec/graphql/types/geo/dependency_proxy_manifest_registry_type_spec.rb:# frozen_string_literal: true require 'spec_helper' RSpec.describe GitlabSchema.types['DependencyProxyManifestRegistry'] do it_behaves_like 'a Geo registry type' it 'has the expected fields (other than those included in RegistryType)' do expected_fields = %i[dependency_proxy_manifest_id] expect(described_class).to have_graphql_fields(*expected_fields).at_least end end
- 
Add integration tests for providing DependencyProxyManifest 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: 'dependencyProxyManifestRegistries', registry_class_name: 'DependencyProxyManifestRegistry', registry_factory: :geo_dependency_proxy_manifest_registry, registry_foreign_key_field_name: 'dependencyProxyManifestId' }
- 
Update the GraphQL reference documentation: bundle exec rake gitlab:graphql:compile_docs
Individual Dependency Proxy Manifest replication and verification data should now be available via the GraphQL API.
Step 4. Handle batch destroy
If batch destroy logic is implemented for a replicable, then that logic must be "replicated" by Geo secondaries. The easiest way to do this is use Geo::BatchEventCreateWorker to bulk insert a delete event for each replicable.
For example, if FastDestroyAll is used, then you may be able to use begin_fast_destroy and finalize_fast_destroy hooks, like we did for uploads.
Or if a special service is used to batch delete records and their associated data, then you probably need to hook into that service, like we did for job artifacts.
As illustrated by the above two examples, batch destroy logic cannot be handled automatically by Geo secondaries without restricting the way other teams perform batch destroys. It is up to you to produce Geo::BatchEventCreateWorker attributes before the records are deleted, and then enqueue Geo::BatchEventCreateWorker after the records are deleted.
- 
Ensure that any batch destroy of this replicable is replicated to secondary sites 
- 
Regardless of implementation details, please verify in specs that when the parent object is removed, the new Geo::Eventrecords are created:
  describe '#destroy' do
    subject { create(:dependency_proxy_manifest) }
    context 'when running in a Geo primary node' do
      let_it_be(:primary) { create(:geo_node, :primary) }
      let_it_be(:secondary) { create(:geo_node) }
      it 'logs an event to the Geo event log when bulk removal is used', :sidekiq_inline do
        stub_current_geo_node(primary)
        expect { subject.project.destroy! }.to change(Geo::Event.where(replicable_name: :dependency_proxy_manifest, event_name: :deleted), :count).by(1)
        payload = Geo::Event.where(replicable_name: :dependency_proxy_manifest, event_name: :deleted).last.payload
        expect(payload['model_record_id']).to eq(subject.id)
        expect(payload['blob_path']).to eq(subject.relative_path)
        expect(payload['uploader_class']).to eq('DependencyProxyManifestUploader')
      end
    end
  endRelease Geo support of Dependency Proxy Manifests
- 
In the rollout issue you created when creating the feature flag, modify the Roll Out Steps: - 
Cross out any steps related to testing on production GitLab.com, because Geo is not running on production GitLab.com at the moment. 
- 
Add a step to Test replication and verification of Dependency Proxy Manifests on a non-GDK-deployment. For example, using GitLab Environment Toolkit.
- 
Add a step to Ping the Geo PM and EM to coordinate testing. For example, you might add steps to generate Dependency Proxy Manifests, and then a Geo engineer may take it from there.
 
- 
- 
In ee/config/feature_flags/development/geo_dependency_proxy_manifest_replication.yml, setdefault_enabled: true
- 
In ee/app/graphql/types/geo/geo_node_type.rb, remove thealphaoption for the released type:field :dependency_proxy_manifest_registries, ::Types::Geo::DependencyProxyManifestRegistryType.connection_type, null: true, resolver: ::Resolvers::Geo::DependencyProxyManifestRegistriesResolver, description: 'Find Dependency Proxy Manifest registries on this Geo node. '\ 'Ignored if `geo_dependency_proxy_manifest_replication` feature flag is disabled.', alpha: { milestone: '15.5' } # Update the milestone
- 
Run bundle exec rake gitlab:graphql:compile_docsafter the step above to regenerate the GraphQL docs.
- 
Add a row for Dependency Proxy Manifests to the Data typestable in Geo data types support
- 
Add a row for Dependency Proxy Manifests to the Limitations on replication/verificationtable in Geo data types support. If the row already exists, then update it to show that Replication and Verification is released in the current version.
This page may contain information related to upcoming products, features and functionality. It is important to note that the information presented is for informational purposes only, so please do not rely on the information for purchasing or planning purposes. Just like with all projects, the items mentioned on the page are subject to change or delay, and the development, release, and timing of any products, features, or functionality remain at the sole discretion of GitLab Inc.