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Semantic Versioning of Database Records
Semantic Versioning of records in a database introduces complexity when it comes to filtering and sorting. Since the database doesn't natively understand semantic versions it is necessary to extract the version components to separate columns in the database. The SemanticVersionable module was introduced to make this process easier.
Setup Instructions
In order to use SemanticVersionable you must first create a database migration to add the required columns to your table. The required columns are semver_major
, semver_minor
, semver_patch
, and semver_prerelease
. An example migration would look like this:
class AddVersionPartsToModelVersions < Gitlab::Database::Migration[2.2]
enable_lock_retries!
milestone '16.9'
def up
add_column :ml_model_versions, :semver_major, :integer
add_column :ml_model_versions, :semver_minor, :integer
add_column :ml_model_versions, :semver_patch, :integer
add_column :ml_model_versions, :semver_prerelease, :text
end
def down
remove_column :ml_model_versions, :semver_major, :integer
remove_column :ml_model_versions, :semver_minor, :integer
remove_column :ml_model_versions, :semver_patch, :integer
remove_column :ml_model_versions, :semver_prerelease, :text
end
end
Once the columns are in the database, you can enable the module by including it in your model and configuring it by setting the name of the semver accessor method. For example:
module Ml
class ModelVersion < ApplicationRecord
include SemanticVersionable
semver_method :semver
...
end
end
The module has two configuation options:
semver_method
specifies the name of accessor method that will be added to the objecctvalidate_semver
istrue
orfalse
(defaults tofalse
). If true it will throw a validation error if the provided semver string is not in a valid semver format.
Depending on the use case, you may want to disable the validation during the rollout or backfill process.
Please refer to this MR as a reference.
Sorting
The concern provides two scopes to sort by semantic versions:
scope :order_by_semantic_version_desc, -> { order(semver_major: :desc, semver_minor: :desc, semver_patch: :desc)}
scope :order_by_semantic_version_asc, -> { order(semver_major: :asc, semver_minor: :asc, semver_patch: :asc)}
Filtering and Searching
TBD