--- stage: Data Stores group: Database info: Any user with at least the Maintainer role can merge updates to this content. For details, see https://docs.gitlab.com/ee/development/development_processes.html#development-guidelines-review. --- # `NOT NULL` constraints > [Introduced](https://gitlab.com/gitlab-org/gitlab/-/issues/38358) in GitLab 13.0. All attributes that should not have `NULL` as a value, should be defined as `NOT NULL` columns in the database. Depending on the application logic, `NOT NULL` columns should either have a `presence: true` validation defined in their Model or have a default value as part of their database definition. As an example, the latter can be true for boolean attributes that should always have a non-`NULL` value, but have a well defined default value that the application does not need to enforce each time (for example, `active=true`). ## Create a new table with `NOT NULL` columns When adding a new table, all `NOT NULL` columns should be defined as such directly inside `create_table`. For example, consider a migration that creates a table with two `NOT NULL` columns, `db/migrate/20200401000001_create_db_guides.rb`: ```ruby class CreateDbGuides < Gitlab::Database::Migration[2.1] def change create_table :db_guides do |t| t.bigint :stars, default: 0, null: false t.bigint :guide, null: false end end end ``` ## Add a `NOT NULL` column to an existing table With PostgreSQL 11 being the minimum version in GitLab 13.0 and later, adding columns with `NULL` and/or default values has become much easier and the standard `add_column` helper should be used in all cases. For example, consider a migration that adds a new `NOT NULL` column `active` to table `db_guides`, `db/migrate/20200501000001_add_active_to_db_guides.rb`: ```ruby class AddExtendedTitleToSprints < Gitlab::Database::Migration[2.1] def change add_column :db_guides, :active, :boolean, default: true, null: false end end ``` ## Add a `NOT NULL` constraint to an existing column Adding `NOT NULL` to existing database columns usually requires multiple steps split into at least two different releases. If your table is small enough that you don't need to use a background migration, you can include all these in the same merge request. We recommend to use separate migrations to reduce transaction durations. The steps required are: 1. Release `N.M` (current release) 1. Ensure $ATTRIBUTE value is being set at the application level. 1. If the attribute has a default value, add the default value to the model so the default value is set for new records. 1. Update all places in the code where the attribute is being set to `nil`, if any, for new and existing records. 1. Add a post-deployment migration to fix the existing records. NOTE: Depending on the size of the table, a background migration for cleanup could be required in the next release. See the [`NOT NULL` constraints on large tables](not_null_constraints.md#not-null-constraints-on-large-tables) section for more information. 1. Release `N.M+1` (next release) 1. Make sure all existing records on GitLab.com have attribute set. If not, go back to step 1 from Release `N.M`. 1. If step 1 seems fine and the backfill from Release `N.M` was done via a batched background migration then add a post-deployment migration to [finalize the background migration](batched_background_migrations.md#depending-on-migrated-data). 1. Add a validation for the attribute in the model to prevent records with `nil` attribute as now all existing and new records should be valid. 1. Add a post-deployment migration to add the `NOT NULL` constraint. ### Example Considering a given release milestone, such as 13.0. After checking our production database, we know that there are `epics` with `NULL` descriptions, so we cannot add and validate the constraint in one step. NOTE: Even if we did not have any epic with a `NULL` description, another instance of GitLab could have such records, so we would follow the same process either way. #### Prevent new invalid records (current release) Update all the code paths where the attribute is being set to `nil`, if any, to set the attribute to non-nil value for new and existing records. An attribute with default using the [Rails attributes API](https://api.rubyonrails.org/classes/ActiveRecord/Attributes/ClassMethods.html) has been added in `epic.rb` so that default value is set for new records: ```ruby class Epic < ApplicationRecord attribute :description, default: 'No description' end ``` #### Data migration to fix existing records (current release) The approach here depends on the data volume and the cleanup strategy. The number of records that must be fixed on GitLab.com is a nice indicator that helps us decide whether to use a post-deployment migration or a background data migration: - If the data volume is less than `1000` records, then the data migration can be executed within the post-migration. - If the data volume is higher than `1000` records, it's advised to create a background migration. When unsure about which option to use, contact the Database team for advice. Back to our example, the epics table is not considerably large nor frequently accessed, so we add a post-deployment migration for the 13.0 milestone (current), `db/post_migrate/20200501000002_cleanup_epics_with_null_description.rb`: ```ruby class CleanupEpicsWithNullDescription < Gitlab::Database::Migration[2.1] # With BATCH_SIZE=1000 and epics.count=29500 on GitLab.com # - 30 iterations will be run # - each requires on average ~150ms # Expected total run time: ~5 seconds BATCH_SIZE = 1000 disable_ddl_transaction! class Epic < ActiveRecord::Base include EachBatch self.table_name = 'epics' end def up Epic.each_batch(of: BATCH_SIZE) do |relation| relation. where('description IS NULL'). update_all(description: 'No description') end end def down # no-op : can't go back to `NULL` without first dropping the `NOT NULL` constraint end end ``` #### Check if all records are fixed (next release) Use postgres.ai to [create a thin clone](https://about.gitlab.com/handbook/engineering/development/enablement/data_stores/database/doc/gitlab-com-database.html#use-postgresai-to-work-with-a-thin-clone-of-the-database-includes-direct-psql-access-to-the-thin-clone) of the production database and check if all records on GitLab.com have the attribute set. If not go back to [Prevent new invalid records](#prevent-new-invalid-records-current-release) step and figure out where in the code the attribute is explicitly set to `nil`. Fix the code path then reschedule the migration to fix the existing records and wait for the next release to do the following steps. #### Finalize the background migration (next release) If the migration was done using a background migration then [finalize the migration](batched_background_migrations.md#depending-on-migrated-data). #### Add validation to the model (next release) Add a validation for the attribute to the model to prevent records with `nil` attribute as now all existing and new records should be valid. ```ruby class Epic < ApplicationRecord validates :description, presence: true end ``` #### Add the `NOT NULL` constraint (next release) Adding the `NOT NULL` constraint scans the whole table and make sure that each record is correct. Still in our example, for the 13.1 milestone (next), we run the `add_not_null_constraint` migration helper in a final post-deployment migration: ```ruby class AddNotNullConstraintToEpicsDescription < Gitlab::Database::Migration[2.1] disable_ddl_transaction! def up # This will add the `NOT NULL` constraint and validate it add_not_null_constraint :epics, :description end def down # Down is required as `add_not_null_constraint` is not reversible remove_not_null_constraint :epics, :description end end ``` ## `NOT NULL` constraints on large tables If you have to clean up a nullable column for a [high-traffic table](../migration_style_guide.md#high-traffic-tables) (for example, the `artifacts` in `ci_builds`), your background migration goes on for a while and it needs an additional [batched background migration cleaning up](batched_background_migrations.md#cleaning-up-a-batched-background-migration) in the release after adding the data migration. In this case the number of releases depends on the amount of time needed to migrate existing records. The cleanup is scheduled after the background migration has completed, which could be several releases after the constraint was added. 1. Release `N.M`: - Add the `NOT NULL` constraint without validating it: ```ruby # db/post_migrate/ class AddMergeRequestDiffsProjectIdNotNullConstraint < Gitlab::Database::Migration[2.2] disable_ddl_transaction! milestone '16.7' def up add_not_null_constraint :merge_request_diffs, :project_id, validate: false end def down remove_not_null_constraint :merge_request_diffs, :project_id end end ``` - Add the background-migration to fix the existing records: ```ruby # db/post_migrate/ class QueueBackfillMergeRequestDiffsProjectId < Gitlab::Database::Migration[2.2] milestone '16.7' restrict_gitlab_migration gitlab_schema: :gitlab_main MIGRATION = 'BackfillMergeRequestDiffsProjectId' DELAY_INTERVAL = 2.minutes def up queue_batched_background_migration( MIGRATION, :merge_request_diffs, :id, job_interval: DELAY_INTERVAL ) end def down delete_batched_background_migration(MIGRATION, :merge_request_diffs, :id, []) end end ``` 1. Release `N.M+X`, where `X` is the number of releases the migration was running: - Cleanup the background migration: ```ruby # db/post_migrate/ class FinalizeMergeRequestDiffsProjectIdBackfill < Gitlab::Database::Migration[2.2] disable_ddl_transaction! milestone '16.10' restrict_gitlab_migration gitlab_schema: :gitlab_main MIGRATION = 'BackfillMergeRequestDiffsProjectId' def up ensure_batched_background_migration_is_finished( job_class_name: MIGRATION, table_name: :merge_request_diffs, column_name: :id, job_arguments: [], finalize: true ) end def down # no-op end end ``` - **Optional.** For very large tables, schedule asynchronous validation of the `NOT NULL` constraint: ```ruby # db/post_migrate/ class PrepareMergeRequestDiffsProjectIdNotNullValidation < Gitlab::Database::Migration[2.2] milestone '16.10' CONSTRAINT_NAME = 'check_11c5f029ad' def up prepare_async_check_constraint_validation :merge_request_diffs, name: CONSTRAINT_NAME end def down unprepare_async_check_constraint_validation :merge_request_diffs, name: CONSTRAINT_NAME end end ``` 1. Validate the `NOT NULL` constraint (if the constraint was validated asynchronously, wait for this validation to finish): ```ruby # db/post_migrate/ class ValidateMergeRequestDiffsProjectIdNullConstraint < Gitlab::Database::Migration[2.2] milestone '16.10' def up validate_not_null_constraint :merge_request_diffs, :project_id end def down # no-op end end ``` For these cases, consult the database team early in the update cycle. The `NOT NULL` constraint may not be required or other options could exist that do not affect really large or frequently accessed tables.