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 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
).
For foreign key columns that are part of a belongs_to
association, prefer using optional: false
on the association instead of a separate presence: true
validation. This approach is more semantically correct and leverages Rails’ built-in association validation. Note that GitLab has config.active_record.belongs_to_required_by_default = false in config/application.rb
, so belongs_to
associations are optional by default and must be explicitly marked as required.
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
:
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, 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
:
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:
Release N.M
(current release)
nil
, if any, for new and existing records. Note that using ActiveRecord callbacks such as before_save
and before_validation
may not be sufficient, as some processes skip these callbacks. update_column
, update_columns
, and bulk operations such as insert_all
and update_all
are some examples of methods to look out for.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 section for more information.
Release N.M+1
(next release)
N.M
.N.M
was done via a batched background migration then add a post-deployment migration to finalize the background migration.nil
attribute as now all existing and new records should be valid.NOT NULL
constraint.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.
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.
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 has been added in epic.rb
so that default value is set for new records:
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:
1000
records, then the data migration can be executed within the post-migration.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
:
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 < MigrationRecord
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 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 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.
If the migration was done using a background migration then finalize the migration.
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.
For foreign key columns that are part of a belongs_to
association, prefer using optional: false
:
class Epic < ApplicationRecord
belongs_to :group, optional: false
end
This is preferred over:
class Epic < ApplicationRecord
belongs_to :group
validates :group, presence: true
end
For regular attributes:
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:
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 (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 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.
Release N.M
:
Add the background-migration to fix the existing records:
# 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
)
end
def down
delete_batched_background_migration(MIGRATION, :merge_request_diffs, :id, [])
end
end
Release N.M+X
, where X
is the number of releases the migration was running:
Cleanup the background migration:
# 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
Add the NOT NULL
constraint:
# 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
end
def down
remove_not_null_constraint :merge_request_diffs, :project_id
end
end
Optional. For very large tables, add an invalid NOT NULL
constraint and schedule asynchronous validation:
# 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
# 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
Optional. For partitioned table, use:
# db/post_migrate/
PARTITIONED_TABLE_NAME = :p_ci_builds
CONSTRAINT_NAME = 'check_9aa9432137'
# Partitioned check constraint to be validated in https://gitlab.com/gitlab-org/gitlab/-/issues/XXXXX
def up
prepare_partitioned_async_check_constraint_validation PARTITIONED_TABLE_NAME, name: CONSTRAINT_NAME
end
def down
unprepare_partitioned_async_check_constraint_validation PARTITIONED_TABLE_NAME, name: CONSTRAINT_NAME
end
prepare_partitioned_async_check_constraint_validation
only validates the existing NOT VALID
check constraint asynchronously for all the partitions. It doesn’t create or validate the check constraint for the partitioned table.
Optional. If the constraint was validated asynchronously, validate the NOT NULL
constraint once validation is complete:
Use Database Lab to check if the validation was successful. Run the command \d+ table_name
and ensure that NOT VALID
has been removed from the check constraint definition.
Add the migration to validate the NOT NULL
constraint:
# 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.
NOT NULL
constraints for multiple columns
Sometimes we want to ensure a set of columns contains a specific number of NOT NULL
values. A common example is a table that can belong to either a project or a group, and therefore project_id
or group_id
must be present. To enforce this, follow the steps for your use case above, but instead use the add_multi_column_not_null_constraint
helper.
In this example, labels
must belong to either a project or a group, but not both. We can add a check constraint to enforce this:
class AddLabelsNullConstraint < Gitlab::Database::Migration[2.2]
disable_ddl_transaction!
milestone '16.10'
def up
add_multi_column_not_null_constraint(:labels, :group_id, :project_id)
end
def down
remove_multi_column_not_null_constraint(:labels, :group_id, :project_id)
end
end
This will add the following constraint to labels
:
CREATE TABLE labels (
...
CONSTRAINT check_45e873b2a8 CHECK ((num_nonnulls(group_id, project_id) = 1))
);
num_nonnulls
returns the number of supplied arguments that are non-null. Checking this value equals 1
in the constraint means that only one of group_id
and project_id
should contain a non-null value in a row, but not both.
If we want to customize the number of non-nulls required, we can use a different limit
and/or operator
:
class AddLabelsNullConstraint < Gitlab::Database::Migration[2.2]
disable_ddl_transaction!
milestone '16.10'
def up
add_multi_column_not_null_constraint(:labels, :group_id, :project_id, limit: 0, operator: '>')
end
def down
remove_multi_column_not_null_constraint(:labels, :group_id, :project_id)
end
end
This is then reflected in the constraint, allowing both project_id
and group_id
to be present:
CREATE TABLE labels (
...
CONSTRAINT check_45e873b2a8 CHECK ((num_nonnulls(group_id, project_id) > 0))
);
Dropping a NOT NULL
constraint on a column in an existing table
Dropping a NOT NULL
constraint from an existing database column requires a multistep migration process:
NOT NULL
constraint.Multiple migrations are required as combining data modifications (DML) and schema changes (DDL) in a single migration is not allowed.
Dropping aNOT NULL
constraint with a check constraint on the column
First, verify there’s a constraint in place on the column. You can do this in several ways:
Gitlab::Database::PostgresConstraint
view in rails consolepsql
to check the table itself: \d+ table_name
structure.sql
:CREATE TABLE labels (
...
CONSTRAINT check_061f6f1c91 CHECK ((project_view IS NOT NULL))
);
Example
The milestone number is just an example. Use the correct version.
# frozen_string_literal: true
class DropNotNullConstraintFromLabelsProjectView< Gitlab::Database::Migration[2.2]
disable_ddl_transaction!
milestone '16.7'
def up
remove_not_null_constraint :labels, :project_view
end
def down
add_not_null_constraint :labels, :project_view
end
end
# frozen_string_literal: true
class CleanupRecordsWithNullProjectViewValuesFromLabels < Gitlab::Database::Migration[2.2]
disable_ddl_transaction!
milestone '16.7'
BATCH_SIZE = 1000
class Label < MigrationRecord
include EachBatch
self.table_name = 'labels'
end
def up
# no-op - this migration is required to allow a rollback of `DropNotNullConstraintFromLabelsProjectView`
end
def down
Label.each_batch(of: BATCH_SIZE) do |relation|
relation.
where('project_view IS NULL').
delete_all
end
end
end
Dropping a NOT NULL
constraint without a check constraint on the column
If NOT NULL
is just defined on the column and without a check constraint then we can use change_column_null
.
Example in structure.sql
:
CREATE TABLE labels (
...
projects_limit integer NOT NULL
);
Example
The milestone number is just an example. Use the correct version.
# frozen_string_literal: true
class DropNotNullConstraintFromLabelsProjectsLimit < Gitlab::Database::Migration[2.2]
milestone '16.7'
def up
change_column_null :labels, :projects_limit, true
end
def down
change_column_null :labels, :projects_limit, false
end
end
# frozen_string_literal: true
class CleanupRecordsWithNullProjectsLimitValuesFromLabels < Gitlab::Database::Migration[2.2]
disable_ddl_transaction!
milestone '16.7'
BATCH_SIZE = 1000
class Label < MigrationRecord
include EachBatch
self.table_name = 'labels'
end
def up
# no-op - this migration is required to allow a rollback of `DropNotNullConstraintFromLabelsProjectsLimit`
end
def down
Label.each_batch(of: BATCH_SIZE) do |relation|
relation.
where('projects_limit IS NULL').
delete_all
end
end
end
Dropping a NOT NULL
constraint on a partition table
Important note: we cannot drop the NOT NULL
constraint from an individual partition if it exists on the parent table because all the partitions inherit the constraint from the parent table. For this reason, we need to drop the constraint from the parent table instead which cascades to all the child partitions.
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