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authorGitLab Bot <gitlab-bot@gitlab.com>2023-02-28 21:08:32 +0300
committerGitLab Bot <gitlab-bot@gitlab.com>2023-02-28 21:08:32 +0300
commit36eff6e5089629619cc55f4771fa949d6ae2b29b (patch)
tree6381b0c90f403c535abdde2f712cd346a78770fe /doc/development
parentbaed745d21710f1d78ece03558873acd6fd7d358 (diff)
Add latest changes from gitlab-org/gitlab@master
Diffstat (limited to 'doc/development')
-rw-r--r--doc/development/advanced_search.md (renamed from doc/development/elasticsearch.md)305
-rw-r--r--doc/development/changelog.md2
-rw-r--r--doc/development/feature_development.md2
-rw-r--r--doc/development/search/advanced_search_migration_styleguide.md306
4 files changed, 311 insertions, 304 deletions
diff --git a/doc/development/elasticsearch.md b/doc/development/advanced_search.md
index 935964a9a90..dd05c1475ec 100644
--- a/doc/development/elasticsearch.md
+++ b/doc/development/advanced_search.md
@@ -4,16 +4,16 @@ group: Global Search
info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/product/ux/technical-writing/#assignments
---
-# Elasticsearch knowledge
+# Advanced Search development
-This area is to maintain a compendium of useful information when working with Elasticsearch.
+This page includes information about developing and working with Elasticsearch.
Information on how to enable Elasticsearch and perform the initial indexing is in
the [Elasticsearch integration documentation](../integration/advanced_search/elasticsearch.md#enable-advanced-search).
## Deep Dive
-In June 2019, Mario de la Ossa hosted a Deep Dive (GitLab team members only: `https://gitlab.com/gitlab-org/create-stage/issues/1`) on the GitLab [Elasticsearch integration](../integration/advanced_search/elasticsearch.md) to share his domain specific knowledge with anyone who may work in this part of the codebase in the future. You can find the <i class="fa fa-youtube-play youtube" aria-hidden="true"></i> [recording on YouTube](https://www.youtube.com/watch?v=vrvl-tN2EaA), and the slides on [Google Slides](https://docs.google.com/presentation/d/1H-pCzI_LNrgrL5pJAIQgvLX8Ji0-jIKOg1QeJQzChug/edit) and in [PDF](https://gitlab.com/gitlab-org/create-stage/uploads/c5aa32b6b07476fa8b597004899ec538/Elasticsearch_Deep_Dive.pdf). Everything covered in this deep dive was accurate as of GitLab 12.0, and while specific details may have changed since then, it should still serve as a good introduction.
+In June 2019, Mario de la Ossa hosted a Deep Dive (GitLab team members only: `https://gitlab.com/gitlab-org/create-stage/issues/1`) on the GitLab [Elasticsearch integration](../integration/advanced_search/elasticsearch.md) to share his domain specific knowledge with anyone who may work in this part of the codebase in the future. You can find the <i class="fa fa-youtube-play youtube" aria-hidden="true"></i> [recording on YouTube](https://www.youtube.com/watch?v=vrvl-tN2EaA), and the slides on [Google Slides](https://docs.google.com/presentation/d/1H-pCzI_LNrgrL5pJAIQgvLX8Ji0-jIKOg1QeJQzChug/edit) and in [PDF](https://gitlab.com/gitlab-org/create-stage/uploads/c5aa32b6b07476fa8b597004899ec538/Elasticsearch_Deep_Dive.pdf). Everything covered in this deep dive was accurate as of GitLab 12.0, and while specific details might have changed, it should still serve as a good introduction.
In August 2020, a second Deep Dive was hosted, focusing on [GitLab-specific architecture for multi-indices support](#zero-downtime-reindexing-with-multiple-indices). The <i class="fa fa-youtube-play youtube" aria-hidden="true"></i> [recording on YouTube](https://www.youtube.com/watch?v=0WdPR9oB2fg) and the [slides](https://lulalala.gitlab.io/gitlab-elasticsearch-deepdive/) are available. Everything covered in this deep dive was accurate as of GitLab 13.3.
@@ -184,305 +184,6 @@ If the current version is `v12p1`, and we need to create a new version for `v12p
1. Change the namespace for files under `v12p1` folder from `Latest` to `V12p1`
1. Make changes to files under the `latest` folder as needed
-## Creating a new Advanced Search migration
-
-> This functionality was introduced by [#234046](https://gitlab.com/gitlab-org/gitlab/-/issues/234046).
-
-NOTE:
-This only supported for indices created with GitLab 13.0 or greater.
-
-In the [`ee/elastic/migrate/`](https://gitlab.com/gitlab-org/gitlab/-/tree/master/ee/elastic/migrate) folder, create a new file with the filename format `YYYYMMDDHHMMSS_migration_name.rb`. This format is the same for Rails database migrations.
-
-```ruby
-# frozen_string_literal: true
-
-class MigrationName < Elastic::Migration
- # Important: Any updates to the Elastic index mappings must be replicated in the respective
- # configuration files:
- # - `Elastic::Latest::Config`, for the main index.
- # - `Elastic::Latest::<Type>Config`, for standalone indices.
-
- def migrate
- end
-
- # Check if the migration has completed
- # Return true if completed, otherwise return false
- def completed?
- end
-end
-```
-
-Applied migrations are stored in `gitlab-#{RAILS_ENV}-migrations` index. All migrations not executed
-are applied by the [`Elastic::MigrationWorker`](https://gitlab.com/gitlab-org/gitlab/-/blob/master/ee/app/workers/elastic/migration_worker.rb)
-cron worker sequentially.
-
-To update Elastic index mappings, apply the configuration to the respective files:
-
-- For the main index: [`Elastic::Latest::Config`](https://gitlab.com/gitlab-org/gitlab/-/blob/master/ee/lib/elastic/latest/config.rb).
-- For standalone indices: `Elastic::Latest::<Type>Config`.
-
-Migrations can be built with a retry limit and have the ability to be [failed and marked as halted](https://gitlab.com/gitlab-org/gitlab/-/blob/66e899b6637372a4faf61cfd2f254cbdd2fb9f6d/ee/lib/elastic/migration.rb#L40).
-Any data or index cleanup needed to support migration retries should be handled within the migration.
-
-### Migration helpers
-
-The following migration helpers are available in `ee/app/workers/concerns/elastic/`:
-
-#### `Elastic::MigrationBackfillHelper`
-
-Backfills a specific field in an index. In most cases, the mapping for the field should already be added.
-
-Requires the `index_name` and `field_name` methods.
-
-```ruby
-class MigrationName < Elastic::Migration
- include Elastic::MigrationBackfillHelper
-
- private
-
- def index_name
- Issue.__elasticsearch__.index_name
- end
-
- def field_name
- :schema_version
- end
-end
-```
-
-#### `Elastic::MigrationUpdateMappingsHelper`
-
-Updates a mapping in an index by calling `put_mapping` with the mapping specified.
-
-Requires the `index_name` and `new_mappings` methods.
-
-```ruby
-class MigrationName < Elastic::Migration
- include Elastic::MigrationUpdateMappingsHelper
-
- private
-
- def index_name
- Issue.__elasticsearch__.index_name
- end
-
- def new_mappings
- {
- schema_version: {
- type: 'short'
- }
- }
- end
-end
-```
-
-#### `Elastic::MigrationRemoveFieldsHelper`
-
-Removes specified fields from an index.
-
-Requires the `index_name`, `document_type` methods. If there is one field to remove, add the `field_to_remove` method, otherwise add `fields_to_remove` with an array of fields.
-
-Checks in batches if any documents that match `document_type` have the fields specified in Elasticsearch. If documents exist, uses a Painless script to perform `update_by_query`.
-
-```ruby
-class MigrationName < Elastic::Migration
- include Elastic::MigrationRemoveFieldsHelper
-
- batched!
- throttle_delay 1.minute
-
- private
-
- def index_name
- User.__elasticsearch__.index_name
- end
-
- def document_type
- 'user'
- end
-
- def fields_to_remove
- %w[two_factor_enabled has_projects]
- end
-end
-```
-
-The default batch size is `10_000`. You can override this value by specifying `BATCH_SIZE`:
-
-```ruby
-class MigrationName < Elastic::Migration
- include Elastic::MigrationRemoveFieldsHelper
-
- batched!
- BATCH_SIZE = 100
-
- ...
-end
-```
-
-#### `Elastic::MigrationObsolete`
-
-Marks a migration as obsolete when it's no longer required.
-
-```ruby
-class MigrationName < Elastic::Migration
- include Elastic::MigrationObsolete
-end
-```
-
-#### `Elastic::MigrationHelper`
-
-Contains methods you can use when a migration doesn't fit the previous examples.
-
-```ruby
-class MigrationName < Elastic::Migration
- include Elastic::MigrationHelper
-
- def migrate
- ...
- end
-
- def completed?
- ...
- end
-end
-```
-
-### Migration options supported by the `Elastic::MigrationWorker`
-
-[`Elastic::MigrationWorker`](https://gitlab.com/gitlab-org/gitlab/-/blob/master/ee/app/workers/elastic/migration_worker.rb) supports the following migration options:
-
-- `batched!` - Allow the migration to run in batches. If set, the [`Elastic::MigrationWorker`](https://gitlab.com/gitlab-org/gitlab/-/blob/master/ee/app/workers/elastic/migration_worker.rb)
-will re-enqueue itself with a delay which is set using the `throttle_delay` option described below. The batching
-must be handled within the `migrate` method, this setting controls the re-enqueuing only.
-
-- `batch_size` - Sets the number of documents modified during a `batched!` migration run. This size should be set to a value which allows the updates
-enough time to finish. This can be tuned in combination with the `throttle_delay` option described below. The batching
-must be handled within a custom `migrate` method or by using the [`Elastic::MigrationBackfillHelper`](https://gitlab.com/gitlab-org/gitlab/-/blob/master/ee/app/workers/concerns/elastic/migration_backfill_helper.rb)
-`migrate` method which uses this setting. Default value is 1000 documents.
-
-- `throttle_delay` - Sets the wait time in between batch runs. This time should be set high enough to allow each migration batch
-enough time to finish. Additionally, the time should be less than 30 minutes since that is how often the
-[`Elastic::MigrationWorker`](https://gitlab.com/gitlab-org/gitlab/-/blob/master/ee/app/workers/elastic/migration_worker.rb)
-cron worker runs. Default value is 5 minutes.
-
-- `pause_indexing!` - Pause indexing while the migration runs. This setting will record the indexing setting before
-the migration runs and set it back to that value when the migration is completed.
-
-- `space_requirements!` - Verify that enough free space is available in the cluster when the migration runs. This setting
- will halt the migration if the storage required is not available when the migration runs. The migration must provide
- the space required in bytes by defining a `space_required_bytes` method.
-
-- `retry_on_failure` - Enable the retry on failure feature. By default, it retries
- the migration 30 times. After it runs out of retries, the migration is marked as halted.
- To customize the number of retries, pass the `max_attempts` argument:
- `retry_on_failure max_attempts: 10`
-
-```ruby
-# frozen_string_literal: true
-
-class BatchedMigrationName < Elastic::Migration
- # Declares a migration should be run in batches
- batched!
- throttle_delay 10.minutes
- pause_indexing!
- space_requirements!
- retry_on_failure
-
- # ...
-end
-```
-
-### Multi-version compatibility
-
-These Advanced Search migrations, like any other GitLab changes, need to support the case where
-[multiple versions of the application are running at the same time](multi_version_compatibility.md).
-
-Depending on the order of deployment, it's possible that the migration
-has started or finished and there's still a server running the application code from before the
-migration. We need to take this into consideration until we can
-[ensure all Advanced Search migrations start after the deployment has finished](https://gitlab.com/gitlab-org/gitlab/-/issues/321619).
-
-### Reverting a migration
-
-Because Elasticsearch does not support transactions, we always need to design our
-migrations to accommodate a situation where the application
-code is reverted after the migration has started or after it is finished.
-
-For this reason we generally defer destructive actions (for example, deletions after
-some data is moved) to a later merge request after the migrations have
-completed successfully. To be safe, for self-managed customers we should also
-defer it to another release if there is risk of important data loss.
-
-### Best practices for Advanced Search migrations
-
-Follow these best practices for best results:
-
-- When working in batches, keep the batch size under 9,000 documents
- and `throttle_delay` for at least 3 minutes. The bulk indexer is set to run
- every 1 minute and process a batch of 10,000 documents. These limits
- allow the bulk indexer time to process records before another migration
- batch is attempted.
-- To ensure that document counts are up to date, it is recommended to refresh
- the index before checking if a migration is completed.
-- Add logging statements to each migration when the migration starts, when a
- completion check occurs, and when the migration is completed. These logs
- are helpful when debugging issues with migrations.
-- Pause indexing if you're using any Elasticsearch Reindex API operations.
-- Consider adding a retry limit if there is potential for the migration to fail.
- This ensures that migrations can be halted if an issue occurs.
-
-## Deleting Advanced Search migrations in a major version upgrade
-
-Since our Advanced Search migrations usually require us to support multiple
-code paths for a long period of time, it's important to clean those up when we
-safely can.
-
-We choose to use GitLab major version upgrades as a safe time to remove
-backwards compatibility for indices that have not been fully migrated. We
-[document this in our upgrade documentation](../update/index.md#upgrading-to-a-new-major-version).
-We also choose to replace the migration code with the halted migration
-and remove tests so that:
-
-- We don't need to maintain any code that is called from our Advanced Search
- migrations.
-- We don't waste CI time running tests for migrations that we don't support
- anymore.
-- Operators who have not run this migration and who upgrade directly to the
- target version will see a message prompting them to reindex from scratch.
-
-To be extra safe, we will not delete migrations that were created in the last
-minor version before the major upgrade. So, if we are upgrading to `%14.0`,
-we should not delete migrations that were only added in `%13.12`. This is an
-extra safety net as we expect there are migrations that get merged that may
-take multiple weeks to finish on GitLab.com. It would be bad if we upgraded
-GitLab.com to `%14.0` before the migrations in `%13.12` were finished. Since
-our deployments to GitLab.com are automated and we currently don't have
-automated checks to prevent this, the extra precaution is warranted.
-Additionally, even if we did have automated checks to prevent it, we wouldn't
-actually want to hold up GitLab.com deployments on Advanced Search migrations,
-as they may still have another week to go, and that's too long to block
-deployments.
-
-### Process for removing migrations
-
-For every migration that was created 2 minor versions before the major version
-being upgraded to, we do the following:
-
-1. Confirm the migration has actually completed successfully for GitLab.com.
-1. Replace the content of the migration with:
-
- ```ruby
- include Elastic::MigrationObsolete
- ```
-
-1. Delete any spec files to support this migration.
-1. Remove any logic handling backwards compatibility for this migration. You
- can find this by looking for
- `Elastic::DataMigrationService.migration_has_finished?(:migration_name_in_lowercase)`.
-1. Create a merge request with these changes. Noting that we should not
- accidentally merge this before the major release is started.
-
## Performance Monitoring
### Prometheus
diff --git a/doc/development/changelog.md b/doc/development/changelog.md
index 27bcffe7560..5469d3fc2a8 100644
--- a/doc/development/changelog.md
+++ b/doc/development/changelog.md
@@ -94,7 +94,7 @@ EE: true
uses system fonts for all text."
- Any client-facing change to our REST and GraphQL APIs **must** have a changelog entry.
See the [complete list what comprises a GraphQL breaking change](api_graphql_styleguide.md#breaking-changes).
-- Any change that introduces an [Advanced Search migration](elasticsearch.md#creating-a-new-advanced-search-migration)
+- Any change that introduces an [Advanced Search migration](search/advanced_search_migration_styleguide.md#creating-a-new-advanced-search-migration)
**must** have a changelog entry.
- A fix for a regression introduced and then fixed in the same release (such as
fixing a bug introduced during a monthly release candidate) **should not**
diff --git a/doc/development/feature_development.md b/doc/development/feature_development.md
index e24f105250f..4c1d01e0752 100644
--- a/doc/development/feature_development.md
+++ b/doc/development/feature_development.md
@@ -79,7 +79,7 @@ Consult these topics for information on contributing to specific GitLab features
- [Adding a new Redis instance](redis/new_redis_instance.md)
- [Sidekiq guidelines](sidekiq/index.md) for working with Sidekiq workers
- [Working with Gitaly](gitaly.md)
-- [Elasticsearch integration docs](elasticsearch.md)
+- [Advanced Search integration docs](advanced_search.md)
- [Working with merge request diffs](diffs.md)
- [Approval Rules](merge_request_concepts/approval_rules.md)
- [Repository mirroring](repository_mirroring.md)
diff --git a/doc/development/search/advanced_search_migration_styleguide.md b/doc/development/search/advanced_search_migration_styleguide.md
new file mode 100644
index 00000000000..1676e666fcc
--- /dev/null
+++ b/doc/development/search/advanced_search_migration_styleguide.md
@@ -0,0 +1,306 @@
+---
+stage: Data Stores
+group: Global Search
+info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/product/ux/technical-writing/#assignments
+---
+
+# Advanced Search migration style guide
+
+## Creating a new Advanced Search migration
+
+> [Introduced](https://gitlab.com/gitlab-org/gitlab/-/issues/234046) in GitLab 13.6.
+
+NOTE:
+This functionality is only supported for indices created in GitLab 13.0 and later.
+
+In the [`ee/elastic/migrate/`](https://gitlab.com/gitlab-org/gitlab/-/tree/master/ee/elastic/migrate) folder, create a new file with the filename format `YYYYMMDDHHMMSS_migration_name.rb`. This format is the same for Rails database migrations.
+
+```ruby
+# frozen_string_literal: true
+
+class MigrationName < Elastic::Migration
+ # Important: Any updates to the Elastic index mappings must be replicated in the respective
+ # configuration files:
+ # - `Elastic::Latest::Config`, for the main index.
+ # - `Elastic::Latest::<Type>Config`, for standalone indices.
+
+ def migrate
+ end
+
+ # Check if the migration has completed
+ # Return true if completed, otherwise return false
+ def completed?
+ end
+end
+```
+
+Applied migrations are stored in `gitlab-#{RAILS_ENV}-migrations` index. All migrations not executed
+are applied by the [`Elastic::MigrationWorker`](https://gitlab.com/gitlab-org/gitlab/-/blob/master/ee/app/workers/elastic/migration_worker.rb)
+cron worker sequentially.
+
+To update Elastic index mappings, apply the configuration to the respective files:
+
+- For the main index: [`Elastic::Latest::Config`](https://gitlab.com/gitlab-org/gitlab/-/blob/master/ee/lib/elastic/latest/config.rb).
+- For standalone indices: `Elastic::Latest::<Type>Config`.
+
+Migrations can be built with a retry limit and have the ability to be [failed and marked as halted](https://gitlab.com/gitlab-org/gitlab/-/blob/66e899b6637372a4faf61cfd2f254cbdd2fb9f6d/ee/lib/elastic/migration.rb#L40).
+Any data or index cleanup needed to support migration retries should be handled in the migration.
+
+### Migration helpers
+
+The following migration helpers are available in `ee/app/workers/concerns/elastic/`:
+
+#### `Elastic::MigrationBackfillHelper`
+
+Backfills a specific field in an index. In most cases, the mapping for the field should already be added.
+
+Requires the `index_name` and `field_name` methods.
+
+```ruby
+class MigrationName < Elastic::Migration
+ include Elastic::MigrationBackfillHelper
+
+ private
+
+ def index_name
+ Issue.__elasticsearch__.index_name
+ end
+
+ def field_name
+ :schema_version
+ end
+end
+```
+
+#### `Elastic::MigrationUpdateMappingsHelper`
+
+Updates a mapping in an index by calling `put_mapping` with the mapping specified.
+
+Requires the `index_name` and `new_mappings` methods.
+
+```ruby
+class MigrationName < Elastic::Migration
+ include Elastic::MigrationUpdateMappingsHelper
+
+ private
+
+ def index_name
+ Issue.__elasticsearch__.index_name
+ end
+
+ def new_mappings
+ {
+ schema_version: {
+ type: 'short'
+ }
+ }
+ end
+end
+```
+
+#### `Elastic::MigrationRemoveFieldsHelper`
+
+Removes specified fields from an index.
+
+Requires the `index_name`, `document_type` methods. If there is one field to remove, add the `field_to_remove` method, otherwise add `fields_to_remove` with an array of fields.
+
+Checks in batches if any documents that match `document_type` have the fields specified in Elasticsearch. If documents exist, uses a Painless script to perform `update_by_query`.
+
+```ruby
+class MigrationName < Elastic::Migration
+ include Elastic::MigrationRemoveFieldsHelper
+
+ batched!
+ throttle_delay 1.minute
+
+ private
+
+ def index_name
+ User.__elasticsearch__.index_name
+ end
+
+ def document_type
+ 'user'
+ end
+
+ def fields_to_remove
+ %w[two_factor_enabled has_projects]
+ end
+end
+```
+
+The default batch size is `10_000`. You can override this value by specifying `BATCH_SIZE`:
+
+```ruby
+class MigrationName < Elastic::Migration
+ include Elastic::MigrationRemoveFieldsHelper
+
+ batched!
+ BATCH_SIZE = 100
+
+ ...
+end
+```
+
+#### `Elastic::MigrationObsolete`
+
+Marks a migration as obsolete when it's no longer required.
+
+```ruby
+class MigrationName < Elastic::Migration
+ include Elastic::MigrationObsolete
+end
+```
+
+#### `Elastic::MigrationHelper`
+
+Contains methods you can use when a migration doesn't fit the previous examples.
+
+```ruby
+class MigrationName < Elastic::Migration
+ include Elastic::MigrationHelper
+
+ def migrate
+ ...
+ end
+
+ def completed?
+ ...
+ end
+end
+```
+
+### Migration options supported by the `Elastic::MigrationWorker`
+
+[`Elastic::MigrationWorker`](https://gitlab.com/gitlab-org/gitlab/-/blob/master/ee/app/workers/elastic/migration_worker.rb) supports the following migration options:
+
+- `batched!` - Allow the migration to run in batches. If set, [`Elastic::MigrationWorker`](https://gitlab.com/gitlab-org/gitlab/-/blob/master/ee/app/workers/elastic/migration_worker.rb)
+ re-enqueues itself with a delay which is set using the `throttle_delay` option described below. The batching
+ must be handled in the `migrate` method. This setting controls the re-enqueuing only.
+
+- `batch_size` - Sets the number of documents modified during a `batched!` migration run. This size should be set to a value which allows the updates
+ enough time to finish. This can be tuned in combination with the `throttle_delay` option described below. The batching
+ must be handled in a custom `migrate` method or by using the [`Elastic::MigrationBackfillHelper`](https://gitlab.com/gitlab-org/gitlab/-/blob/master/ee/app/workers/concerns/elastic/migration_backfill_helper.rb)
+ `migrate` method which uses this setting. Default value is 1000 documents.
+
+- `throttle_delay` - Sets the wait time in between batch runs. This time should be set high enough to allow each migration batch
+ enough time to finish. Additionally, the time should be less than 30 minutes because that is how often the
+ [`Elastic::MigrationWorker`](https://gitlab.com/gitlab-org/gitlab/-/blob/master/ee/app/workers/elastic/migration_worker.rb)
+ cron worker runs. Default value is 5 minutes.
+
+- `pause_indexing!` - Pause indexing while the migration runs. This setting records the indexing setting before
+ the migration runs and set it back to that value when the migration is completed.
+
+- `space_requirements!` - Verify that enough free space is available in the cluster when the migration runs. This setting
+ halts the migration if the storage required is not available when the migration runs. The migration must provide
+ the space required in bytes by defining a `space_required_bytes` method.
+
+- `retry_on_failure` - Enable the retry on failure feature. By default, it retries
+ the migration 30 times. After it runs out of retries, the migration is marked as halted.
+ To customize the number of retries, pass the `max_attempts` argument:
+ `retry_on_failure max_attempts: 10`
+
+```ruby
+# frozen_string_literal: true
+
+class BatchedMigrationName < Elastic::Migration
+ # Declares a migration should be run in batches
+ batched!
+ throttle_delay 10.minutes
+ pause_indexing!
+ space_requirements!
+ retry_on_failure
+
+ # ...
+end
+```
+
+### Multi-version compatibility
+
+These Advanced Search migrations, like any other GitLab changes, need to support the case where
+[multiple versions of the application are running at the same time](../multi_version_compatibility.md).
+
+Depending on the order of deployment, it's possible that the migration
+has started or finished and there's still a server running the application code from before the
+migration. We need to take this into consideration until we can
+[ensure all Advanced Search migrations start after the deployment has finished](https://gitlab.com/gitlab-org/gitlab/-/issues/321619).
+
+### Reverting a migration
+
+Because Elasticsearch does not support transactions, we always need to design our
+migrations to accommodate a situation where the application
+code is reverted after the migration has started or after it is finished.
+
+For this reason we generally defer destructive actions (for example, deletions after
+some data is moved) to a later merge request after the migrations have
+completed successfully. To be safe, for self-managed customers we should also
+defer it to another release if there is risk of important data loss.
+
+### Best practices for Advanced Search migrations
+
+Follow these best practices for best results:
+
+- When working in batches, keep the batch size under 9,000 documents
+ and `throttle_delay` for at least 3 minutes. The bulk indexer is set to run
+ every 1 minute and process a batch of 10,000 documents. These limits
+ allow the bulk indexer time to process records before another migration
+ batch is attempted.
+- To ensure that document counts are up to date, you should refresh
+ the index before checking if a migration is completed.
+- Add logging statements to each migration when the migration starts, when a
+ completion check occurs, and when the migration is completed. These logs
+ are helpful when debugging issues with migrations.
+- Pause indexing if you're using any Elasticsearch Reindex API operations.
+- Consider adding a retry limit if there is potential for the migration to fail.
+ This ensures that migrations can be halted if an issue occurs.
+
+## Deleting Advanced Search migrations in a major version upgrade
+
+Because our Advanced Search migrations usually require us to support multiple
+code paths for a long period of time, it's important to clean those up when we
+safely can.
+
+We choose to use GitLab major version upgrades as a safe time to remove
+backwards compatibility for indices that have not been fully migrated. We
+[document this in our upgrade documentation](../../update/index.md#upgrading-to-a-new-major-version).
+We also choose to replace the migration code with the halted migration
+and remove tests so that:
+
+- We don't need to maintain any code that is called from our Advanced Search
+ migrations.
+- We don't waste CI time running tests for migrations that we don't support
+ anymore.
+- Operators who have not run this migration and who upgrade directly to the
+ target version see a message prompting them to reindex from scratch.
+
+To be extra safe, we do not delete migrations that were created in the last
+minor version before the major upgrade. So, if we are upgrading to `%14.0`,
+we should not delete migrations that were only added in `%13.12`. This
+extra safety net allows for migrations that might
+take multiple weeks to finish on GitLab.com. It would be bad if we upgraded
+GitLab.com to `%14.0` before the migrations in `%13.12` were finished. Because
+our deployments to GitLab.com are automated and we don't have
+automated checks to prevent this, the extra precaution is warranted.
+Additionally, even if we did have automated checks to prevent it, we wouldn't
+actually want to hold up GitLab.com deployments on Advanced Search migrations,
+as they may still have another week to go, and that's too long to block
+deployments.
+
+### Process for removing migrations
+
+For every migration that was created 2 minor versions before the major version
+being upgraded to, we do the following:
+
+1. Confirm the migration has actually completed successfully for GitLab.com.
+1. Replace the content of the migration with:
+
+ ```ruby
+ include Elastic::MigrationObsolete
+ ```
+
+1. Delete any spec files to support this migration.
+1. Remove any logic handling backwards compatibility for this migration. You
+ can find this by looking for
+ `Elastic::DataMigrationService.migration_has_finished?(:migration_name_in_lowercase)`.
+1. Create a merge request with these changes. Noting that we should not
+ accidentally merge this before the major release is started.